Assignment1_FDA_Sec02_fall2022.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "collapsed_sections": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "VmYgdSpM6rwW"
      },
      "outputs": [],
      "source": [
        "# Question 1 FDA Assignment:\n",
        "import pandas\n",
        "import numpy\n",
        "\n",
        "def Interevent_Calculation():\n",
        "\n",
        "  # enter the array so that we can split the values by comma\n",
        "  a = input('Enter the 1 dimension list or array with 1 space in between: ')\n",
        "  n_list = list(map(int, a.split(' ')))\n",
        "  ip_array = numpy.array(n_list)\n",
        "\n",
        "  #Enter Threshold:\n",
        "  Thresh = int(input('Please set the threshold value: '))\n",
        "\n",
        "  # Converting Array to DF\n",
        "  df = pandas.DataFrame(ip_array)\n",
        "  df = df.reset_index()\n",
        "\n",
        "  # drop values where i > threshold\n",
        "  df_final = df[df[0] > Thresh]\n",
        "\n",
        "  Interevent_Times = df_final['index'] - df_final['index'].shift(+1)\n",
        "  Interevent_Times = Interevent_Times.dropna()\n",
        "\n",
        "  # Converting data_frame into  array again\n",
        "  Interevent_Times = numpy.array(Interevent_Times)\n",
        "\n",
        "  return Interevent_Times\n",
        "\n",
        "Interevent_Calculation()\n"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#  Question 2 FDA Assignment:\n",
        "import numpy \n",
        "\n",
        "a = input('Enter the 1 dimension list or array with a space in between: ')\n",
        "a_list = list(map(int, a.split(' ')))\n",
        "ip_array = numpy.array(a_list)\n",
        "\n",
        "def adjacency_matrix(data):\n",
        "\n",
        "    dim = len(data)\n",
        "\n",
        "    A = numpy.zeros((dim,dim))\n",
        "\n",
        "    for c in range(dim):\n",
        "        if c<dim-1:\n",
        "            A[c,c+1] = A[c+1,c] = 1\n",
        "\n",
        "        for j in range(c + 2, dim):\n",
        "            if numpy.max(data[c+1:j])<=min(data[c], data[c]):\n",
        "                A[c,j] = A[j,c] = 1\n",
        "\n",
        "    return A\n",
        "\n",
        "adjacency_matrix(ip_array)"
      ],
      "metadata": {
        "id": "AOY5U66Ri1mT",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "38e7b881-480f-4ec7-fdd3-8e681e624f63"
      },
      "execution_count": null,
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Enter the 1 dimension list or array with a space in between: 1 2 3 4 5\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "array([[0., 1., 0., 0., 0.],\n",
              "       [1., 0., 1., 0., 0.],\n",
              "       [0., 1., 0., 1., 0.],\n",
              "       [0., 0., 1., 0., 1.],\n",
              "       [0., 0., 0., 1., 0.]])"
            ]
          },
          "metadata": {},
          "execution_count": 3
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# New Section"
      ],
      "metadata": {
        "id": "fR7mPBU8hG7O"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "## Question 3  FDA Assignment\n",
        "import pandas \n",
        "from datetime import datetime\n",
        "import plotly.express \n",
        "\n",
        "\n",
        "url = 'https://raw.githubusercontent.com/OpportunityInsights/EconomicTracker/main/data/Employment%20-%20National%20-%20Weekly.csv'\n",
        "df = pandas.read_csv(url)\n",
        "\n",
        "\n",
        "df['Date']= pandas.to_datetime((df['year']).astype(str) +'-'+ (df['month']).astype(str) + '-' + (df['day_endofweek']).astype(str))\n",
        "df.columns\n",
        "df = df.rename(columns={'emp_incq1': 'Bottom_Quartile', 'emp_incq2': 'Second_Quartile', 'emp_incq3': 'Third_Quartile',\n",
        "                        'emp_incq4': 'Top_Quartile' ,'emp_ss40': 'Transportation & Utilities', 'emp_ss60': 'professional & business services', \n",
        "                        'emp_ss65': 'education & health services', 'emp_ss70': 'leisure & hospitality'})\n",
        "\n",
        "fig = plotly.express.line(df, x = df['Date'], y = df.columns[4:8] , title=\"Percent Change In Employment By Income Group\") \n",
        "fig.show()\n",
        "\n",
        "fig1 = plotly.express.line(df, x = df['Date'], y = df.columns[23:27], title=\"Percent Change In Employment By The Type Of Industry\") \n",
        "fig1.show()\n",
        "\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "n9HCvWJPkLr6",
        "outputId": "f2ed8aa2-94c9-4be3-b009-04e05af6e3db"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.8.3.min.js\"></script>                <div id=\"13d08113-139e-4f2a-bc08-1700b1d4c5fa\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"13d08113-139e-4f2a-bc08-1700b1d4c5fa\")) {                    Plotly.newPlot(                        \"13d08113-139e-4f2a-bc08-1700b1d4c5fa\",                        [{\"hovertemplate\":\"variable=Bottom_Quartile<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"Bottom_Quartile\",\"line\":{\"color\":\"#636efa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Bottom_Quartile\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[0.00236,-0.00116,-0.00436,-0.00741,-0.00952,-0.0125,-0.0163,-0.0199,-0.0387,-0.103,-0.207,-0.306,-0.362,-0.376,-0.372,-0.357,-0.334,-0.309,-0.283,-0.262,-0.245,-0.227,-0.215,-0.207,-0.201,-0.198,-0.197,-0.197,-0.197,-0.2,-0.202,-0.204,-0.205,-0.207,-0.207,-0.206,-0.205,-0.204,-0.2,-0.199,-0.201,-0.205,-0.209,-0.215,-0.219,-0.22,-0.218,-0.223,-0.232,-0.227,-0.225,-0.219,-0.2,-0.196,-0.196,-0.197,-0.196,-0.195,-0.195,-0.194,-0.191,-0.184,-0.18,-0.182,-0.182,-0.181,-0.175,-0.171,-0.17,-0.166,-0.157,-0.151,-0.152,-0.15,-0.143,-0.141,-0.147,-0.151,-0.154,-0.156,-0.16,-0.167,-0.177,-0.189,-0.202,-0.212,-0.22,-0.22,-0.208,-0.2,-0.2,-0.201,-0.201,-0.204,-0.208,-0.211,-0.215,-0.217,-0.209,-0.213,-0.223,-0.207,-0.2,-0.212,-0.211,-0.209,-0.203,-0.206,-0.209,-0.203,-0.201,-0.209,-0.217,-0.217,-0.227,-0.238,-0.23,-0.219,-0.208,-0.205,-0.209,-0.208,-0.22,-0.241,-0.247],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"variable=Second_Quartile<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"Second_Quartile\",\"line\":{\"color\":\"#EF553B\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Second_Quartile\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[-2.89e-05,0.000132,0.000751,0.000771,-0.00185,-0.00591,-0.00689,-0.00683,-0.0213,-0.0729,-0.153,-0.228,-0.273,-0.284,-0.277,-0.26,-0.239,-0.216,-0.191,-0.171,-0.156,-0.142,-0.129,-0.12,-0.116,-0.112,-0.109,-0.104,-0.0998,-0.0968,-0.0937,-0.0909,-0.0898,-0.089,-0.087,-0.0828,-0.082,-0.0829,-0.0814,-0.0798,-0.0784,-0.079,-0.0819,-0.0865,-0.0906,-0.0941,-0.0951,-0.0961,-0.101,-0.0958,-0.103,-0.106,-0.0931,-0.0885,-0.0857,-0.0864,-0.0841,-0.0794,-0.0767,-0.074,-0.0705,-0.0701,-0.0732,-0.0715,-0.0657,-0.0604,-0.0529,-0.0454,-0.0407,-0.0354,-0.0293,-0.0222,-0.0174,-0.0136,-0.00821,-0.00678,-0.00881,-0.0051,-0.000491,0.000544,0.000288,-0.00123,-0.00248,-0.00536,-0.00989,-0.00979,-0.00814,-0.00863,-0.00904,-0.00889,-0.00671,-0.00396,-0.00275,-0.00346,-0.00409,-0.00509,-0.00699,-0.00932,-0.00316,-0.0116,-0.0266,0.00126,0.00899,-0.0154,-0.0244,-0.0264,-0.0192,-0.0176,-0.0189,-0.0146,-0.0142,-0.0204,-0.0272,-0.026,-0.0408,-0.0561,-0.0419,-0.031,-0.038,-0.0574,-0.0621,-0.0379,0.0175,0.0724,0.088],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"variable=Third_Quartile<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"Third_Quartile\",\"line\":{\"color\":\"#00cc96\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Third_Quartile\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[0.00172,0.00146,0.00089,0.00201,0.00608,0.0121,0.0118,0.005,-0.00993,-0.0482,-0.107,-0.16,-0.186,-0.187,-0.179,-0.163,-0.14,-0.119,-0.103,-0.0905,-0.0816,-0.0745,-0.0735,-0.0752,-0.0772,-0.0787,-0.077,-0.0745,-0.0723,-0.0691,-0.0663,-0.0625,-0.0598,-0.0589,-0.0564,-0.0518,-0.0483,-0.0487,-0.0479,-0.0456,-0.0464,-0.049,-0.0511,-0.0543,-0.0589,-0.0618,-0.0603,-0.0642,-0.0713,-0.0647,-0.0649,-0.0651,-0.0512,-0.0443,-0.0417,-0.0409,-0.0453,-0.0634,-0.0811,-0.0781,-0.0748,-0.0741,-0.079,-0.0806,-0.0728,-0.0675,-0.0656,-0.0653,-0.0621,-0.0591,-0.0604,-0.0649,-0.0682,-0.0643,-0.0537,-0.0547,-0.0635,-0.0668,-0.0605,-0.0527,-0.0513,-0.0517,-0.0522,-0.0531,-0.0543,-0.0536,-0.0567,-0.0559,-0.0504,-0.0496,-0.0459,-0.0443,-0.0446,-0.0463,-0.0482,-0.0502,-0.0557,-0.0638,-0.055,-0.0674,-0.0913,-0.0625,-0.0484,-0.0643,-0.062,-0.0581,-0.0493,-0.0439,-0.0413,-0.0336,-0.033,-0.0364,-0.0402,-0.0396,-0.0661,-0.0891,-0.061,-0.0379,-0.0291,-0.0278,-0.0296,-0.0284,-0.0422,-0.0639,-0.068],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"variable=Top_Quartile<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"Top_Quartile\",\"line\":{\"color\":\"#ab63fa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Top_Quartile\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[-0.000698,-0.00357,-0.00388,-0.00118,0.00335,0.00824,0.00972,0.00536,-0.00775,-0.0387,-0.078,-0.11,-0.127,-0.123,-0.11,-0.0905,-0.0656,-0.0455,-0.031,-0.0199,-0.0177,-0.0233,-0.0282,-0.0313,-0.0336,-0.0366,-0.0408,-0.0431,-0.0433,-0.041,-0.0399,-0.0401,-0.0373,-0.0334,-0.0311,-0.0308,-0.0344,-0.0356,-0.0325,-0.0327,-0.0328,-0.0324,-0.031,-0.0263,-0.0277,-0.0327,-0.0314,-0.0262,-0.0287,-0.022,-0.028,-0.0315,-0.0256,-0.0306,-0.0313,-0.0289,-0.0269,-0.0251,-0.0232,-0.0222,-0.0252,-0.0344,-0.0423,-0.0394,-0.0334,-0.034,-0.036,-0.035,-0.0285,-0.0259,-0.0287,-0.0287,-0.0269,-0.0316,-0.0385,-0.0411,-0.035,-0.0273,-0.0313,-0.0402,-0.044,-0.0451,-0.0484,-0.0549,-0.0571,-0.0497,-0.048,-0.0527,-0.0557,-0.057,-0.0529,-0.0522,-0.0552,-0.0573,-0.0551,-0.0504,-0.0516,-0.0602,-0.0587,-0.0936,-0.129,-0.0746,-0.0446,-0.063,-0.074,-0.0845,-0.0818,-0.0796,-0.077,-0.0654,-0.0581,-0.0629,-0.0762,-0.0839,-0.13,-0.164,-0.113,-0.0751,-0.065,-0.0617,-0.0643,-0.0714,-0.104,-0.129,-0.125],\"yaxis\":\"y\",\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"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\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"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}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Date\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"value\"}},\"legend\":{\"title\":{\"text\":\"variable\"},\"tracegroupgap\":0},\"title\":{\"text\":\"Percent Change In Employment By Income Group\"}},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('13d08113-139e-4f2a-bc08-1700b1d4c5fa');\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>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.8.3.min.js\"></script>                <div id=\"aa7e48f7-ae90-40a8-a65e-3abae607ce44\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"aa7e48f7-ae90-40a8-a65e-3abae607ce44\")) {                    Plotly.newPlot(                        \"aa7e48f7-ae90-40a8-a65e-3abae607ce44\",                        [{\"hovertemplate\":\"variable=Transportation & Utilities<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"Transportation & Utilities\",\"line\":{\"color\":\"#636efa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Transportation & Utilities\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[0.000815,-0.000614,-0.00213,-0.00282,-0.00278,-0.00242,-0.00443,-0.00814,-0.0198,-0.0557,-0.116,-0.18,-0.218,-0.225,-0.216,-0.198,-0.174,-0.153,-0.136,-0.122,-0.113,-0.106,-0.1,-0.0982,-0.098,-0.0979,-0.0968,-0.0948,-0.093,-0.0923,-0.091,-0.0897,-0.0882,-0.0859,-0.0827,-0.0784,-0.0769,-0.0755,-0.0708,-0.0688,-0.0701,-0.0734,-0.0763,-0.078,-0.0807,-0.0823,-0.0792,-0.0769,-0.0834,-0.0813,-0.0878,-0.0848,-0.0666,-0.0632,-0.0629,-0.064,-0.0648,-0.0682,-0.0729,-0.0726,-0.0716,-0.0707,-0.0729,-0.0753,-0.0725,-0.0687,-0.0655,-0.0624,-0.059,-0.0553,-0.0526,-0.0512,-0.0505,-0.0485,-0.0444,-0.0438,-0.0466,-0.0465,-0.0452,-0.0445,-0.0459,-0.0493,-0.0531,-0.0562,-0.06,-0.0622,-0.0633,-0.062,-0.0594,-0.0598,-0.0583,-0.0567,-0.0559,-0.0573,-0.0578,-0.0578,-0.0597,-0.063,-0.0594,-0.0684,-0.0757,-0.0418,-0.0346,-0.058,-0.0652,-0.0673,-0.0607,-0.0586,-0.0581,-0.0535,-0.0536,-0.0587,-0.0645,-0.0649,-0.0816,-0.0963,-0.0798,-0.0671,-0.0628,-0.0673,-0.0711,-0.0656,-0.0608,-0.0592,-0.058],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"variable=professional & business services<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"professional & business services\",\"line\":{\"color\":\"#EF553B\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"professional & business services\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[0.00129,-0.00096,-0.00137,0.000595,0.00337,0.0039,0.00287,0.000658,-0.00924,-0.0374,-0.0787,-0.119,-0.142,-0.146,-0.142,-0.133,-0.118,-0.102,-0.0874,-0.077,-0.0716,-0.0671,-0.0636,-0.0624,-0.0634,-0.0648,-0.0657,-0.0649,-0.0644,-0.064,-0.0637,-0.062,-0.0588,-0.0554,-0.0524,-0.0496,-0.0505,-0.0522,-0.0496,-0.0482,-0.048,-0.0481,-0.051,-0.054,-0.0558,-0.0543,-0.0489,-0.0467,-0.0488,-0.0373,-0.0335,-0.0298,-0.0165,-0.013,-0.0107,-0.0101,-0.00886,-0.0115,-0.0162,-0.0148,-0.0125,-0.0131,-0.0164,-0.0152,-0.0089,-0.00517,-0.00147,0.00153,0.00496,0.0082,0.0104,0.013,0.0128,0.0147,0.0211,0.0199,0.0154,0.0166,0.0183,0.0189,0.0187,0.0176,0.0144,0.00752,0.00119,0.00134,-0.00338,-0.00745,-0.00192,0.00208,0.00606,0.00784,0.00682,0.00483,0.00284,0.002,-0.00124,-0.00531,0.00535,-0.0246,-0.063,-0.0141,0.0187,0.00465,0.00213,0.00124,0.00969,0.0118,0.0118,0.021,0.0246,0.0168,0.00439,0.00116,-0.0414,-0.077,-0.0305,0.00849,0.0158,0.0124,0.00737,0.0139,0.0175,0.0191,0.0248],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"variable=education & health services<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"education & health services\",\"line\":{\"color\":\"#00cc96\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"education & health services\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[0.000854,0.000502,0.00159,0.00312,0.00348,0.00453,0.00367,-0.00141,-0.0169,-0.0615,-0.134,-0.207,-0.253,-0.266,-0.26,-0.238,-0.208,-0.179,-0.154,-0.135,-0.123,-0.118,-0.116,-0.115,-0.114,-0.114,-0.112,-0.11,-0.107,-0.103,-0.0992,-0.0962,-0.0938,-0.0916,-0.0889,-0.0843,-0.083,-0.083,-0.0805,-0.0789,-0.078,-0.0775,-0.077,-0.0767,-0.0786,-0.082,-0.0797,-0.0819,-0.0893,-0.0796,-0.0866,-0.0935,-0.0768,-0.0733,-0.0714,-0.0709,-0.0724,-0.0769,-0.0818,-0.0829,-0.0838,-0.0889,-0.0968,-0.0966,-0.0931,-0.0922,-0.0907,-0.0887,-0.0863,-0.0837,-0.0834,-0.0841,-0.0882,-0.0917,-0.0911,-0.0955,-0.101,-0.0998,-0.0992,-0.1,-0.101,-0.102,-0.104,-0.109,-0.112,-0.107,-0.107,-0.11,-0.106,-0.104,-0.102,-0.1,-0.0996,-0.0993,-0.0993,-0.1,-0.105,-0.113,-0.102,-0.114,-0.139,-0.104,-0.0902,-0.116,-0.119,-0.119,-0.111,-0.11,-0.11,-0.0994,-0.0954,-0.104,-0.116,-0.119,-0.142,-0.163,-0.14,-0.121,-0.118,-0.123,-0.128,-0.123,-0.123,-0.125,-0.121],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"variable=leisure & hospitality<br>Date=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"leisure & hospitality\",\"line\":{\"color\":\"#ab63fa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"leisure & hospitality\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[\"2020-01-17T00:00:00\",\"2020-01-24T00:00:00\",\"2020-01-31T00:00:00\",\"2020-02-07T00:00:00\",\"2020-02-14T00:00:00\",\"2020-02-21T00:00:00\",\"2020-02-28T00:00:00\",\"2020-03-06T00:00:00\",\"2020-03-13T00:00:00\",\"2020-03-20T00:00:00\",\"2020-03-27T00:00:00\",\"2020-04-03T00:00:00\",\"2020-04-10T00:00:00\",\"2020-04-17T00:00:00\",\"2020-04-24T00:00:00\",\"2020-05-01T00:00:00\",\"2020-05-08T00:00:00\",\"2020-05-15T00:00:00\",\"2020-05-22T00:00:00\",\"2020-05-29T00:00:00\",\"2020-06-05T00:00:00\",\"2020-06-12T00:00:00\",\"2020-06-19T00:00:00\",\"2020-06-26T00:00:00\",\"2020-07-03T00:00:00\",\"2020-07-10T00:00:00\",\"2020-07-17T00:00:00\",\"2020-07-24T00:00:00\",\"2020-07-31T00:00:00\",\"2020-08-07T00:00:00\",\"2020-08-14T00:00:00\",\"2020-08-21T00:00:00\",\"2020-08-28T00:00:00\",\"2020-09-04T00:00:00\",\"2020-09-11T00:00:00\",\"2020-09-18T00:00:00\",\"2020-09-25T00:00:00\",\"2020-10-02T00:00:00\",\"2020-10-09T00:00:00\",\"2020-10-16T00:00:00\",\"2020-10-23T00:00:00\",\"2020-10-30T00:00:00\",\"2020-11-06T00:00:00\",\"2020-11-13T00:00:00\",\"2020-11-20T00:00:00\",\"2020-11-27T00:00:00\",\"2020-12-04T00:00:00\",\"2020-12-11T00:00:00\",\"2020-12-18T00:00:00\",\"2020-12-25T00:00:00\",\"2021-01-01T00:00:00\",\"2021-01-08T00:00:00\",\"2021-01-15T00:00:00\",\"2021-01-22T00:00:00\",\"2021-01-29T00:00:00\",\"2021-02-05T00:00:00\",\"2021-02-12T00:00:00\",\"2021-02-19T00:00:00\",\"2021-02-26T00:00:00\",\"2021-03-05T00:00:00\",\"2021-03-12T00:00:00\",\"2021-03-19T00:00:00\",\"2021-03-26T00:00:00\",\"2021-04-02T00:00:00\",\"2021-04-09T00:00:00\",\"2021-04-16T00:00:00\",\"2021-04-23T00:00:00\",\"2021-04-30T00:00:00\",\"2021-05-07T00:00:00\",\"2021-05-14T00:00:00\",\"2021-05-21T00:00:00\",\"2021-05-28T00:00:00\",\"2021-06-04T00:00:00\",\"2021-06-11T00:00:00\",\"2021-06-18T00:00:00\",\"2021-06-25T00:00:00\",\"2021-07-02T00:00:00\",\"2021-07-09T00:00:00\",\"2021-07-16T00:00:00\",\"2021-07-23T00:00:00\",\"2021-07-30T00:00:00\",\"2021-08-06T00:00:00\",\"2021-08-13T00:00:00\",\"2021-08-20T00:00:00\",\"2021-08-27T00:00:00\",\"2021-09-03T00:00:00\",\"2021-09-10T00:00:00\",\"2021-09-17T00:00:00\",\"2021-09-24T00:00:00\",\"2021-10-01T00:00:00\",\"2021-10-08T00:00:00\",\"2021-10-15T00:00:00\",\"2021-10-22T00:00:00\",\"2021-10-29T00:00:00\",\"2021-11-05T00:00:00\",\"2021-11-12T00:00:00\",\"2021-11-19T00:00:00\",\"2021-11-26T00:00:00\",\"2021-12-03T00:00:00\",\"2021-12-10T00:00:00\",\"2021-12-17T00:00:00\",\"2021-12-24T00:00:00\",\"2021-12-31T00:00:00\",\"2022-01-07T00:00:00\",\"2022-01-14T00:00:00\",\"2022-01-21T00:00:00\",\"2022-01-28T00:00:00\",\"2022-02-04T00:00:00\",\"2022-02-11T00:00:00\",\"2022-02-18T00:00:00\",\"2022-02-25T00:00:00\",\"2022-03-04T00:00:00\",\"2022-03-11T00:00:00\",\"2022-03-18T00:00:00\",\"2022-03-25T00:00:00\",\"2022-04-01T00:00:00\",\"2022-04-08T00:00:00\",\"2022-04-15T00:00:00\",\"2022-04-22T00:00:00\",\"2022-04-29T00:00:00\",\"2022-05-06T00:00:00\",\"2022-05-13T00:00:00\",\"2022-05-20T00:00:00\",\"2022-05-27T00:00:00\",\"2022-06-03T00:00:00\"],\"xaxis\":\"x\",\"y\":[0.000618,-0.000325,-0.00177,-0.00192,-0.000206,0.00137,5.72e-06,-0.00952,-0.0591,-0.197,-0.387,-0.519,-0.57,-0.573,-0.555,-0.521,-0.477,-0.436,-0.397,-0.362,-0.331,-0.303,-0.282,-0.267,-0.254,-0.248,-0.246,-0.243,-0.238,-0.234,-0.232,-0.234,-0.235,-0.238,-0.239,-0.237,-0.236,-0.235,-0.234,-0.234,-0.236,-0.24,-0.245,-0.254,-0.268,-0.282,-0.295,-0.305,-0.316,-0.313,-0.308,-0.308,-0.3,-0.295,-0.29,-0.284,-0.279,-0.275,-0.273,-0.265,-0.258,-0.254,-0.25,-0.244,-0.239,-0.233,-0.226,-0.219,-0.211,-0.204,-0.197,-0.189,-0.181,-0.173,-0.162,-0.155,-0.153,-0.151,-0.146,-0.143,-0.143,-0.146,-0.152,-0.16,-0.17,-0.176,-0.176,-0.175,-0.175,-0.174,-0.171,-0.171,-0.172,-0.176,-0.178,-0.179,-0.183,-0.189,-0.186,-0.182,-0.187,-0.187,-0.193,-0.209,-0.215,-0.219,-0.212,-0.205,-0.201,-0.196,-0.193,-0.194,-0.194,-0.193,-0.198,-0.202,-0.196,-0.192,-0.19,-0.196,-0.198,-0.186,-0.177,-0.173,-0.167],\"yaxis\":\"y\",\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"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\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"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}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Date\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"value\"}},\"legend\":{\"title\":{\"text\":\"variable\"},\"tracegroupgap\":0},\"title\":{\"text\":\"Percent Change In Employment By The Type Of Industry\"}},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('aa7e48f7-ae90-40a8-a65e-3abae607ce44');\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>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!jupyter nbconvert --to html Assignment1_FDA.ipynb"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "mPgJ6x5Ye5ln",
        "outputId": "2d032f1a-e2a8-4060-d122-efcc645b6d9e"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[NbConvertApp] Converting notebook Assignment1_FDA.ipynb to html\n",
            "[NbConvertApp] Writing 336309 bytes to Assignment1_FDA.html\n"
          ]
        }
      ]
    }
  ]
}