Introduction_to_Plotly_Express.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyO1FL79da9FYUqhmVOcrHWl",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/SuperDataWorld/Python/blob/main/Introduction_to_Plotly_Express.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Imports"
      ],
      "metadata": {
        "id": "tW33f7qUC6sQ"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "id": "9QkUS4DddS2x"
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import plotly.offline as pyo\n",
        "import plotly.graph_objs as go\n",
        "import plotly.express as px"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Plotly Express. It is a high-level interface to Plotly, which is a powerful and interactive data visualization library in Python. With Plotly Express, you can create a wide range of static, animated, and interactive visualizations with just a few lines of code."
      ],
      "metadata": {
        "id": "4jgc3CYTC3ub"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "## What's Possible with Plotly Express\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "uTSy_XiJB96z"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df = px.data.gapminder()\n",
        "fig = px.scatter(df, x=\"gdpPercap\", y=\"lifeExp\", size=\"pop\", color=\"continent\",\n",
        "                 hover_name=\"country\", log_x = True, size_max=80)\n",
        "fig.show()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "PR9U4Gb0-jt8",
        "outputId": "954a4997-f93d-4906-d523-d9182c962bc5"
      },
      "execution_count": 2,
      "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=\"0d58195f-e564-45d3-8ec1-d72e7f176b3d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"0d58195f-e564-45d3-8ec1-d72e7f176b3d\")) {                    Plotly.newPlot(                        \"0d58195f-e564-45d3-8ec1-d72e7f176b3d\",                        [{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Afghanistan\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bahrain\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Bangladesh\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"Cambodia\",\"China\",\"China\",\"China\",\"China\",\"China\",\"China\",\"China\",\"China\",\"China\",\"China\",\"China\",\"China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"Hong Kong, China\",\"India\",\"India\",\"India\",\"India\",\"India\",\"India\",\"India\",\"India\",\"India\",\"India\",\"India\",\"India\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Indonesia\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iran\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Iraq\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Israel\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Japan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Kuwait\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Lebanon\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Malaysia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Mongolia\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Myanmar\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Nepal\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Oman\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Pakistan\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Philippines\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Saudi Arabia\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Singapore\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Sri Lanka\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Syria\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Taiwan\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Thailand\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"Vietnam\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"West Bank and Gaza\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[8425333,9240934,10267083,11537966,13079460,14880372,12881816,13867957,16317921,22227415,25268405,31889923,120447,138655,171863,202182,230800,297410,377967,454612,529491,598561,656397,708573,46886859,51365468,56839289,62821884,70759295,80428306,93074406,103764241,113704579,123315288,135656790,150448339,4693836,5322536,6083619,6960067,7450606,6978607,7272485,8371791,10150094,11782962,12926707,14131858,556263527,637408000,665770000,754550000,862030000,943455000,1000281000,1084035000,1164970000,1230075000,1280400000,1318683096,2125900,2736300,3305200,3722800,4115700,4583700,5264500,5584510,5829696,6495918,6762476,6980412,372000000,409000000,454000000,506000000,567000000,634000000,708000000,788000000,872000000,959000000,1034172547,1110396331,82052000,90124000,99028000,109343000,121282000,136725000,153343000,169276000,184816000,199278000,211060000,223547000,17272000,19792000,22874000,26538000,30614000,35480679,43072751,51889696,60397973,63327987,66907826,69453570,5441766,6248643,7240260,8519282,10061506,11882916,14173318,16543189,17861905,20775703,24001816,27499638,1620914,1944401,2310904,2693585,3095893,3495918,3858421,4203148,4936550,5531387,6029529,6426679,86459025,91563009,95831757,100825279,107188273,113872473,118454974,122091325,124329269,125956499,127065841,127467972,607914,746559,933559,1255058,1613551,1937652,2347031,2820042,3867409,4526235,5307470,6053193,8865488,9411381,10917494,12617009,14781241,16325320,17647518,19067554,20711375,21585105,22215365,23301725,20947571,22611552,26420307,30131000,33505000,36436000,39326000,41622000,43805450,46173816,47969150,49044790,160000,212846,358266,575003,841934,1140357,1497494,1891487,1418095,1765345,2111561,2505559,1439529,1647412,1886848,2186894,2680018,3115787,3086876,3089353,3219994,3430388,3677780,3921278,6748378,7739235,8906385,10154878,11441462,12845381,14441916,16331785,18319502,20476091,22662365,24821286,800663,882134,1010280,1149500,1320500,1528000,1756032,2015133,2312802,2494803,2674234,2874127,20092996,21731844,23634436,25870271,28466390,31528087,34680442,38028578,40546538,43247867,45598081,47761980,9182536,9682338,10332057,11261690,12412593,13933198,15796314,17917180,20326209,23001113,25873917,28901790,507833,561977,628164,714775,829050,1004533,1301048,1593882,1915208,2283635,2713462,3204897,41346560,46679944,53100671,60641899,69325921,78152686,91462088,105186881,120065004,135564834,153403524,169270617,22438691,26072194,30325264,35356600,40850141,46850962,53456774,60017788,67185766,75012988,82995088,91077287,4005677,4419650,4943029,5618198,6472756,8128505,11254672,14619745,16945857,21229759,24501530,27601038,1127000,1445929,1750200,1977600,2152400,2325300,2651869,2794552,3235865,3802309,4197776,4553009,7982342,9128546,10421936,11737396,13016733,14116836,15410151,16495304,17587060,18698655,19576783,20378239,3661549,4149908,4834621,5680812,6701172,7932503,9410494,11242847,13219062,15081016,17155814,19314747,8550362,10164215,11918938,13648692,15226039,16785196,18501390,19757799,20686918,21628605,22454239,23174294,21289402,25041917,29263397,34024249,39276153,44148285,48827160,52910342,56667095,60216677,62806748,65068149,26246839,28998543,33796140,39463910,44655014,50533506,56142181,62826491,69940728,76048996,80908147,85262356,1030585,1070439,1133134,1142636,1089572,1261091,1425876,1691210,2104779,2826046,3389578,4018332,4963829,5498090,6120081,6740785,7407075,8403990,9657618,11219340,13367997,15826497,18701257,22211743],\"sizemode\":\"area\",\"sizeref\":206044.23375,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"showlegend\":true,\"x\":[779.4453145,820.8530296,853.1007099999998,836.1971382,739.9811057999998,786.11336,978.0114388,852.3959447999998,649.3413952000002,635.341351,726.7340548,974.5803384,9867.084765,11635.79945,12753.27514,14804.6727,18268.65839,19340.10196,19211.14731,18524.02406,19035.57917,20292.01679,23403.55927,29796.04834,684.2441716,661.6374577,686.3415537999998,721.1860862000002,630.2336265,659.8772322000002,676.9818656,751.9794035,837.8101642999999,972.7700352,1136.3904300000004,1391.253792,368.4692856,434.0383364,496.9136476,523.4323142,421.6240257,524.9721831999999,624.4754784,683.8955732000002,682.3031755,734.28517,896.2260152999999,1713.778686,400.448611,575.9870009,487.6740183,612.7056934,676.9000921,741.2374699,962.4213805,1378.904018,1655.784158,2289.234136,3119.280896,4959.114854,3054.421209,3629.076457,4692.648271999999,6197.962814,8315.928145,11186.14125,14560.53051,20038.47269,24757.60301,28377.63219,30209.015160000006,39724.97867,546.5657493,590.061996,658.3471509,700.7706107000001,724.032527,813.3373230000002,855.7235377000002,976.5126756,1164.406809,1458.817442,1746.769454,2452.210407,749.6816546,858.9002707000002,849.2897700999998,762.4317721,1111.107907,1382.702056,1516.872988,1748.356961,2383.140898,3119.335603,2873.91287,3540.651564,3035.326002,3290.257643,4187.329802,5906.731804999999,9613.818607,11888.59508,7608.334602,6642.881371,7235.653187999998,8263.590301,9240.761975,11605.71449,4129.766056,6229.333562,8341.737815,8931.459811,9576.037596,14688.23507,14517.90711,11643.57268,3745.640687,3076.239795,4390.717312,4471.061906,4086.522128,5385.278451,7105.630706,8393.741404,12786.93223,13306.61921,15367.0292,17122.47986,18051.52254,20896.60924,21905.59514,25523.2771,3216.956347,4317.694365,6576.649461,9847.788607,14778.78636,16610.37701,19384.10571,22375.94189,26824.89511,28816.58499,28604.5919,31656.06806,1546.907807,1886.080591,2348.009158,2741.796252,2110.856309,2852.351568,4161.415959,4448.679912,3431.593647,3645.379572,3844.917194,4519.461171,1088.277758,1571.134655,1621.693598,2143.540609,3701.621503,4106.301249,4106.525293,4106.492315,3726.063507,1690.756814,1646.758151,1593.06548,1030.592226,1487.593537,1536.344387,2029.228142,3030.87665,4657.22102,5622.942464,8533.088805,12104.27872,15993.52796,19233.98818,23348.139730000006,108382.3529,113523.1329,95458.11176,80894.88326,109347.867,59265.47714,31354.03573,28118.42998,34932.91959,40300.61996,35110.10566,47306.98978,4834.804067,6089.786934000002,5714.560611,6006.983042,7486.384341,8659.696836,7640.519520999998,5377.091329,6890.806854,8754.96385,9313.93883,10461.05868,1831.132894,1810.0669920000007,2036.884944,2277.742396,2849.09478,3827.921571,4920.355951,5249.802653,7277.912802,10132.90964,10206.97794,12451.6558,786.5668575,912.6626085,1056.353958,1226.04113,1421.741975,1647.511665,2000.603139,2338.008304,1785.402016,1902.2521,2140.739323,3095.7722710000007,331.0,350.0,388.0,349.0,357.0,371.0,424.0,385.0,347.0,415.0,611.0,944.0,545.8657228999998,597.9363557999999,652.3968593,676.4422254,674.7881296,694.1124398,718.3730947,775.6324501,897.7403604,1010.892138,1057.206311,1091.359778,1828.230307,2242.746551,2924.638113,4720.942687,10618.03855,11848.34392,12954.79101,18115.22313,18616.70691,19702.05581,19774.83687,22316.19287,684.5971437999998,747.0835292,803.3427418,942.4082588,1049.938981,1175.921193,1443.429832,1704.686583,1971.829464,2049.3505210000008,2092.712441,2605.94758,1272.880995,1547.944844,1649.552153,1814.12743,1989.37407,2373.204287,2603.273765,2189.634995,2279.324017000001,2536.534925,2650.921068,3190.481016,6459.554823,8157.5912480000015,11626.41975,16903.04886,24837.42865,34167.7626,33693.17525,21198.26136,24841.61777,20586.69019,19014.54118,21654.83194,2315.138227,2843.104409,3674.735572,4977.41854,8597.756202,11210.08948,15169.16112,18861.53081,24769.8912,33519.4766,36023.1054,47143.17964,1083.53203,1072.546602,1074.47196,1135.514326,1213.39553,1348.775651,1648.079789,1876.766827,2153.739222,2664.477257,3015.378833,3970.095407,1643.485354,2117.234893,2193.037133,1881.923632,2571.423014,3195.484582,3761.837715,3116.774285,3340.542768,4014.238972,4090.925331,4184.548089,1206.947913,1507.86129,1822.879028,2643.858681,4062.523897,5596.519826,7426.3547739999985,11054.56175,15215.6579,20206.82098,23235.42329,28718.27684,757.7974177,793.5774147999998,1002.199172,1295.46066,1524.358936,1961.2246350000007,2393.219781,2982.653773,4616.896545000001,5852.625497,5913.187529,7458.396326999998,605.0664917,676.2854477999998,772.0491602000002,637.1232887,699.5016441,713.5371196000001,707.2357863,820.7994449,989.0231487,1385.896769,1764.456677,2441.576404,1515.5923289999996,1827.067742,2198.9563120000007,2649.715007,3133.409277,3682.831494,4336.032082,5107.197384,6017.654756,7110.667619,4515.487575,3025.349798,781.7175761,804.8304547,825.6232006,862.4421463,1265.047031,1829.765177,1977.55701,1971.741538,1879.496673,2117.484526,2234.820827,2280.769906],\"xaxis\":\"x\",\"y\":[28.801,30.332,31.997,34.02,36.088,38.438,39.854,40.822,41.674,41.76300000000001,42.129,43.828,50.93899999999999,53.832,56.923,59.923,63.3,65.593,69.05199999999999,70.75,72.601,73.925,74.795,75.635,37.484,39.348,41.216,43.453,45.252,46.923,50.00899999999999,52.819,56.018,59.412,62.01300000000001,64.062,39.417,41.36600000000001,43.415,45.415,40.317,31.22,50.957,53.914,55.803,56.534,56.752,59.723,44.0,50.54896,44.50136,58.38112,63.11888,63.96736,65.525,67.274,68.69,70.426,72.028,72.961,60.96,64.75,67.65,70.0,72.0,73.6,75.45,76.2,77.601,80.0,81.495,82.208,37.37300000000001,40.249,43.605,47.19300000000001,50.651,54.208,56.596,58.553,60.223,61.765,62.879,64.69800000000001,37.468,39.918,42.518,45.964,49.203,52.702,56.159,60.137,62.681,66.041,68.58800000000001,70.65,44.869,47.181,49.325,52.469,55.234,57.702,59.62,63.04,65.742,68.042,69.45100000000001,70.964,45.32,48.437,51.457,54.459,56.95,60.413,62.038,65.044,59.46100000000001,58.81100000000001,57.04600000000001,59.545,65.39,67.84,69.39,70.75,71.63,73.06,74.45,75.6,76.93,78.26899999999998,79.696,80.745,63.03,65.5,68.73,71.43,73.42,75.38,77.11,78.67,79.36,80.69,82.0,82.603,43.158,45.669,48.12600000000001,51.629,56.528,61.13399999999999,63.739,65.869,68.015,69.77199999999999,71.263,72.535,50.056,54.081,56.65600000000001,59.942,63.983,67.15899999999999,69.1,70.64699999999998,69.97800000000001,67.727,66.66199999999999,67.297,47.453,52.681,55.292,57.716,62.612,64.766,67.123,69.81,72.244,74.64699999999998,77.045,78.623,55.565,58.033,60.47,64.624,67.712,69.343,71.309,74.17399999999998,75.19,76.156,76.904,77.58800000000002,55.928,59.489,62.094,63.87,65.421,66.09899999999999,66.983,67.926,69.292,70.265,71.028,71.993,48.463,52.102,55.737,59.371,63.01,65.256,68.0,69.5,70.693,71.938,73.044,74.241,42.244,45.24800000000001,48.25100000000001,51.253,53.754,55.49100000000001,57.489,60.222,61.271,63.625,65.033,66.803,36.319,41.905,45.108,49.379,53.07,56.059,58.056,58.339,59.32,60.328,59.908,62.069,36.157,37.686,39.393,41.472,43.971,46.74800000000001,49.594,52.537,55.727,59.426,61.34,63.785,37.578,40.08,43.165,46.988,52.143,57.367,62.728,67.734,71.197,72.499,74.193,75.64,43.43600000000001,45.557,47.67,49.8,51.929,54.043,56.158,58.245,60.838,61.81800000000001,63.61,65.483,47.752,51.334,54.757,56.393,58.065,60.06,62.082,64.15100000000001,66.458,68.564,70.303,71.688,39.875,42.868,45.914,49.901,53.886,58.69,63.012,66.295,68.768,70.533,71.626,72.777,60.396,63.179,65.798,67.946,69.521,70.795,71.76,73.56,75.788,77.158,78.77,79.972,57.593,61.456,62.192,64.266,65.042,65.949,68.757,69.01100000000001,70.37899999999998,70.457,70.815,72.396,45.883,48.284,50.305,53.655,57.29600000000001,61.195,64.59,66.97399999999999,69.249,71.527,73.053,74.143,58.5,62.4,65.2,67.5,69.39,70.59,72.16,73.4,74.26,75.25,76.99,78.4,50.848,53.63,56.06100000000001,58.285,60.405,62.494,64.597,66.084,67.298,67.521,68.564,70.616,40.412,42.887,45.363,47.838,50.254,55.764,58.816,62.82,67.66199999999999,70.672,73.017,74.249,43.16,45.67100000000001,48.127,51.631,56.532,60.765,64.406,67.046,69.718,71.096,72.37,73.422,32.548,33.97,35.18,36.984,39.848,44.175,49.113,52.922,55.599,58.02,60.308,62.698],\"yaxis\":\"y\",\"type\":\"scattergl\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Albania\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Austria\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Bulgaria\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Croatia\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Czech Republic\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Denmark\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"Finland\",\"France\",\"France\",\"France\",\"France\",\"France\",\"France\",\"France\",\"France\",\"France\",\"France\",\"France\",\"France\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Germany\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Greece\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Hungary\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Iceland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Ireland\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Italy\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Montenegro\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Netherlands\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Norway\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Poland\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Portugal\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Romania\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Serbia\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovak Republic\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Slovenia\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Spain\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Sweden\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Switzerland\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"Turkey\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[1282697,1476505,1728137,1984060,2263554,2509048,2780097,3075321,3326498,3428038,3508512,3600523,6927772,6965860,7129864,7376998,7544201,7568430,7574613,7578903,7914969,8069876,8148312,8199783,8730405,8989111,9218400,9556500,9709100,9821800,9856303,9870200,10045622,10199787,10311970,10392226,2791000,3076000,3349000,3585000,3819000,4086000,4172693,4338977,4256013,3607000,4165416,4552198,7274900,7651254,8012946,8310226,8576200,8797022,8892098,8971958,8658506,8066057,7661799,7322858,3882229,3991242,4076557,4174366,4225310,4318673,4413368,4484310,4494013,4444595,4481020,4493312,9125183,9513758,9620282,9835109,9862158,10161915,10303704,10311597,10315702,10300707,10256295,10228744,4334000,4487831,4646899,4838800,4991596,5088419,5117810,5127024,5171393,5283663,5374693,5468120,4090500,4324000,4491443,4605744,4639657,4738902,4826933,4931729,5041039,5134406,5193039,5238460,42459667,44310863,47124000,49569000,51732000,53165019,54433565,55630100,57374179,58623428,59925035,61083916,69145952,71019069,73739117,76368453,78717088,78160773,78335266,77718298,80597764,82011073,82350671,82400996,7733250,8096218,8448233,8716441,8888628,9308479,9786480,9974490,10325429,10502372,10603863,10706290,9504000,9839000,10063000,10223422,10394091,10637171,10705535,10612740,10348684,10244684,10083313,9956108,147962,165110,182053,198676,209275,221823,233997,244676,259012,271192,288030,301931,2952156,2878220,2830000,2900100,3024400,3271900,3480000,3539900,3557761,3667233,3879155,4109086,47666000,49182000,50843200,52667100,54365564,56059245,56535636,56729703,56840847,57479469,57926999,58147733,413834,442829,474528,501035,527678,560073,562548,569473,621621,692651,720230,684736,10381988,11026383,11805689,12596822,13329874,13852989,14310401,14665278,15174244,15604464,16122830,16570613,3327728,3491938,3638919,3786019,3933004,4043205,4114787,4186147,4286357,4405672,4535591,4627926,25730551,28235346,30329617,31785378,33039545,34621254,36227381,37740710,38370697,38654957,38625976,38518241,8526050,8817650,9019800,9103000,8970450,9662600,9859650,9915289,9927680,10156415,10433867,10642836,16630000,17829327,18680721,19284814,20662648,21658597,22356726,22686371,22797027,22562458,22404337,22276056,6860147,7271135,7616060,7971222,8313288,8686367,9032824,9230783,9826397,10336594,10111559,10150265,3558137,3844277,4237384,4442238,4593433,4827803,5048043,5199318,5302888,5383010,5410052,5447502,1489518,1533070,1582962,1646912,1694510,1746919,1861252,1945870,1999210,2011612,2011497,2009245,28549870,29841614,31158061,32850275,34513161,36439000,37983310,38880702,39549438,39855442,40152517,40448191,7124673,7363802,7561588,7867931,8122293,8251648,8325260,8421403,8718867,8897619,8954175,9031088,4815000,5126000,5666000,6063000,6401400,6316424,6468126,6649942,6995447,7193761,7361757,7554661,22235677,25670939,29788695,33411317,37492953,42404033,47328791,52881328,58179144,63047647,67308928,71158647,50430000,51430000,53292000,54959000,56079000,56179000,56339704,56981620,57866349,58808266,59912431,60776238],\"sizemode\":\"area\",\"sizeref\":206044.23375,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"showlegend\":true,\"x\":[1601.056136,1942.284244,2312.888958,2760.196931,3313.422188,3533.003910000001,3630.880722,3738.932735,2497.437901,3193.054604,4604.211737,5937.029525999998,6137.076492,8842.59803,10750.72111,12834.6024,16661.6256,19749.4223,21597.08362,23687.82607,27042.01868,29095.920660000003,32417.60769,36126.4927,8343.105126999999,9714.960623,10991.20676,13149.04119,16672.14356,19117.97448,20979.84589,22525.56308,25575.57069,27561.19663,30485.88375,33692.60508,973.5331948,1353.989176,1709.683679,2172.3524230000007,2860.16975,3528.481305,4126.613157,4314.114757,2546.781445,4766.355904,6018.975239,7446.298803,2444.286648,3008.670727,4254.337839,5577.0028,6597.494398,7612.240438,8224.191647,8239.854824,6302.623438000001,5970.38876,7696.777725,10680.79282,3119.23652,4338.231617,5477.890018,6960.297861,9164.090127,11305.38517,13221.82184,13822.58394,8447.794873,9875.604515,11628.38895,14619.222719999998,6876.14025,8256.343918,10136.86713,11399.44489,13108.4536,14800.16062,15377.22855,16310.4434,14297.02122,16048.51424,17596.210219999994,22833.30851,9692.385245,11099.65935,13583.31351,15937.21123,18866.20721,20422.9015,21688.04048,25116.17581,26406.73985,29804.34567,32166.50006,35278.41874,6424.519071,7545.415386,9371.842561,10921.63626,14358.8759,15605.42283,18533.15761,21141.01223,20647.16499,23723.9502,28204.59057,33207.0844,7029.809327,8662.834898000001,10560.48553,12999.91766,16107.19171,18292.63514,20293.89746,22066.44214,24703.79615,25889.78487,28926.03234,30470.0167,7144.114393000002,10187.82665,12902.46291,14745.62561,18016.18027,20512.92123,22031.53274,24639.18566,26505.30317,27788.88416,30035.80198,32170.37442,3530.690067,4916.299889,6017.190732999999,8513.097016,12724.82957,14195.52428,15268.42089,16120.52839,17541.49634,18747.69814,22514.2548,27538.41188,5263.673816,6040.180011,7550.359877,9326.64467,10168.65611,11674.83737,12545.99066,12986.47998,10535.62855,11712.7768,14843.93556,18008.94444,7267.688428,9244.001412,10350.15906,13319.89568,15798.06362,19654.96247,23269.6075,26923.20628,25144.39201,28061.099660000003,31163.20196,36180.78919,5210.280328,5599.077872,6631.597314,7655.568963,9530.772896,11150.98113,12618.32141,13872.86652,17558.81555,24521.94713,34077.04939,40675.99635,4931.404154999998,6248.656232,8243.58234,10022.40131,12269.27378,14255.98475,16537.4835,19207.23482,22013.64486,24675.02446,27968.09817,28569.7197,2647.585601,3682.259903,4649.593785,5907.850937,7778.414017,9595.929905,11222.58762,11732.51017,7003.339037000002,6465.613349,6557.194282,9253.896111,8941.571858,11276.19344,12790.84956,15363.25136,18794.74567,21209.0592,21399.46046,23651.32361,26790.94961,30246.13063,33724.75778,36797.93332,10095.42172,11653.97304,13450.40151,16361.87647,18965.05551,23311.34939,26298.63531,31540.9748,33965.66115,41283.16433,44683.97525,49357.19017,4029.329699,4734.253019,5338.752143,6557.152776,8006.506993000001,9508.141454,8451.531004,9082.351172,7738.881247,10159.58368,12002.23908,15389.924680000002,3068.319867,3774.571743,4727.954889,6361.517993,9022.247417,10172.48572,11753.84291,13039.30876,16207.266630000002,17641.03156,19970.90787,20509.64777,3144.613186,3943.370225,4734.997586,6470.866545,8011.4144019999985,9356.39724,9605.314053,9696.273295,6598.409903,7346.547556999999,7885.360081,10808.47561,3581.459448,4981.090891,6289.629157,7991.707066,10522.06749,12980.66956,15181.0927,15870.87851,9325.068238,7914.320304000002,7236.075251,9786.534714,5074.659104,6093.26298,7481.107598,8412.902397,9674.167626,10922.66404,11348.54585,12037.26758,9498.467723,12126.23065,13638.778369999998,18678.31435,4215.041741,5862.276629,7402.303395,9405.489397,12383.4862,15277.030169999998,17866.72175,18678.53492,14214.71681,17161.10735,20660.01936,25768.25759,3834.034742,4564.80241,5693.843879,7993.512294,10638.75131,13236.92117,13926.16997,15764.98313,18603.06452,20445.29896,24835.47166,28821.0637,8527.844662000001,9911.878226,12329.44192,15258.29697,17832.02464,18855.72521,20667.38125,23586.92927,23880.01683,25266.59499,29341.630930000007,33859.74835,14734.23275,17909.48973,20431.0927,22966.14432,27195.11304,26982.29052,28397.71512,30281.70459,31871.5303,32135.323010000004,34480.95771,37506.41907,1969.10098,2218.754257,2322.869908,2826.3563870000007,3450.69638,4269.122326,4241.356344,5089.043686,5678.348271,6601.429915,6508.085718,8458.276384,9979.508487,11283.17795,12477.17707,14142.85089,15895.11641,17428.74846,18232.42452,21664.78767,22705.09254,26074.53136,29478.99919,33203.26128],\"xaxis\":\"x\",\"y\":[55.23,59.28,64.82,66.22,67.69,68.93,70.42,72.0,71.581,72.95,75.65100000000002,76.423,66.8,67.48,69.54,70.14,70.63,72.17,73.18,74.94,76.04,77.51,78.98,79.829,68.0,69.24,70.25,70.94,71.44,72.8,73.93,75.35,76.46,77.53,78.32,79.441,53.82,58.45,61.93,64.79,67.45,69.86,70.69,71.14,72.178,73.244,74.09,74.852,59.6,66.61,69.51,70.42,70.9,70.81,71.08,71.34,71.19,70.32,72.14,73.005,61.21,64.77,67.13,68.5,69.61,70.64,70.46,71.52,72.527,73.68,74.876,75.748,66.87,69.03,69.9,70.38,70.29,70.71,70.96,71.58,72.4,74.01,75.51,76.486,70.78,71.81,72.35,72.96,73.47,74.69,74.63,74.8,75.33,76.11,77.18,78.332,66.55,67.49,68.75,69.83,70.87,72.52,74.55,74.83,75.7,77.13,78.37,79.313,67.41,68.93,70.51,71.55,72.38,73.83,74.89,76.34,77.46,78.64,79.59,80.657,67.5,69.1,70.3,70.8,71.0,72.5,73.8,74.847,76.07,77.34,78.67,79.406,65.86,67.86,69.51,71.0,72.34,73.68,75.24,76.67,77.03,77.869,78.256,79.483,64.03,66.41,67.96,69.5,69.76,69.95,69.39,69.58,69.17,71.04,72.59,73.33800000000002,72.49,73.47,73.68,73.73,74.46,76.11,76.99,77.23,78.77,78.95,80.5,81.757,66.91,68.9,70.29,71.08,71.28,72.03,73.1,74.36,75.467,76.122,77.783,78.885,65.94,67.81,69.24,71.06,72.19,73.48,74.98,76.42,77.44,78.82,80.24,80.546,59.164,61.448,63.728,67.178,70.63600000000002,73.066,74.101,74.865,75.435,75.445,73.98100000000002,74.543,72.13,72.99,73.23,73.82,73.75,75.24,76.05,76.83,77.42,78.03,78.53,79.762,72.67,73.44,73.47,74.08,74.34,75.37,75.97,75.89,77.32,78.32,79.05,80.196,61.31,65.77,67.64,69.61,70.85,70.67,71.32,70.98,70.99,72.75,74.67,75.563,59.82,61.51,64.39,66.6,69.26,70.41,72.77,74.06,74.86,75.97,77.29,78.098,61.05,64.1,66.8,66.8,69.21,69.46,69.66,69.53,69.36,69.72,71.322,72.476,57.996,61.685,64.531,66.914,68.7,70.3,70.16199999999999,71.218,71.65899999999998,72.232,73.21300000000002,74.002,64.36,67.45,70.33,70.98,70.35,70.45,70.8,71.08,71.38,72.71,73.8,74.663,65.57,67.85,69.15,69.18,69.82,70.97,71.063,72.25,73.64,75.13,76.66,77.926,64.94,66.66,69.69,71.44,73.06,74.39,76.3,76.9,77.57,78.77,79.78,80.941,71.86,72.49,73.37,74.16,74.72,75.44,76.42,77.19,78.16,79.39,80.04,80.884,69.62,70.56,71.32,72.77,73.78,75.39,76.21,77.41,78.03,79.37,80.62,81.70100000000002,43.585,48.07899999999999,52.098,54.33600000000001,57.005,59.507,61.036,63.108,66.146,68.835,70.845,71.777,69.18,70.42,70.76,71.36,72.01,72.76,74.04,75.007,76.42,77.218,78.471,79.425],\"yaxis\":\"y\",\"type\":\"scattergl\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Algeria\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Angola\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Benin\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Botswana\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burkina Faso\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Burundi\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Cameroon\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Central African Republic\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Chad\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Cote d'Ivoire\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Djibouti\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Egypt\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Equatorial Guinea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Eritrea\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Ethiopia\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gabon\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Gambia\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Ghana\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Guinea-Bissau\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Kenya\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Lesotho\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Liberia\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Libya\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Madagascar\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Malawi\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mali\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritania\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Mauritius\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Morocco\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Mozambique\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Namibia\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Niger\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Nigeria\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Reunion\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Rwanda\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Sao Tome and Principe\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Senegal\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Sierra Leone\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"Somalia\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"South Africa\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Sudan\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Swaziland\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Tanzania\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Togo\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Tunisia\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Uganda\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zambia\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[9279525,10270856,11000948,12760499,14760787,17152804,20033753,23254956,26298373,29072015,31287142,33333216,4232095,4561361,4826015,5247469,5894858,6162675,7016384,7874230,8735988,9875024,10866106,12420476,1738315,1925173,2151895,2427334,2761407,3168267,3641603,4243788,4981671,6066080,7026113,8078314,442308,474639,512764,553541,619351,781472,970347,1151184,1342614,1536536,1630347,1639131,4469979,4713416,4919632,5127935,5433886,5889574,6634596,7586551,8878303,10352843,12251209,14326203,2445618,2667518,2961915,3330989,3529983,3834415,4580410,5126023,5809236,6121610,7021078,8390505,5009067,5359923,5793633,6335506,7021028,7959865,9250831,10780667,12467171,14195809,15929988,17696293,1291695,1392284,1523478,1733638,1927260,2167533,2476971,2840009,3265124,3696513,4048013,4369038,2682462,2894855,3150417,3495967,3899068,4388260,4875118,5498955,6429417,7562011,8835739,10238807,153936,170928,191689,217378,250027,304739,348643,395114,454429,527982,614382,710960,14100005,15577932,17486434,19941073,23007669,26480870,30646495,35481645,41672143,47798986,55379852,64606759,854885,940458,1047924,1179760,1340458,1536769,1774735,2064095,2409073,2800947,3328795,3800610,2977019,3300000,3832408,4744870,6071696,7459574,9025951,10761098,12772596,14625967,16252726,18013409,63149,71851,89898,127617,178848,228694,305991,311025,384156,417908,447416,496374,22223309,25009741,28173309,31681188,34807417,38783863,45681811,52799062,59402198,66134291,73312559,80264543,216964,232922,249220,259864,277603,192675,285483,341244,387838,439971,495627,551201,1438760,1542611,1666618,1820319,2260187,2512642,2637297,2915959,3668440,4058319,4414865,4906585,20860941,22815614,25145372,27860297,30770372,34617799,38111756,42999530,52088559,59861301,67946797,76511887,420702,434904,455661,489004,537977,706367,753874,880397,985739,1126189,1299304,1454867,284320,323150,374020,439593,517101,608274,715523,848406,1025384,1235767,1457766,1688359,5581001,6391288,7355248,8490213,9354120,10538093,11400338,14168101,16278738,18418288,20550751,22873338,2664249,2876726,3140003,3451418,3811387,4227026,4710497,5650262,6990574,8048834,8807818,9947814,580653,601095,627820,601287,625361,745228,825987,927524,1050938,1193708,1332459,1472041,6464046,7454779,8678557,10191512,12044785,14500404,17661452,21198082,25020539,28263827,31386842,35610177,748747,813338,893143,996380,1116779,1251524,1411807,1599200,1803195,1982823,2046772,2012649,863308,975950,1112796,1279406,1482628,1703617,1956875,2269414,1912974,2200725,2814651,3193942,1019729,1201578,1441863,1759224,2183877,2721783,3344074,3799845,4364501,4759670,5368585,6036914,4762912,5181679,5703324,6334556,7082430,8007166,9171477,10568642,12210395,14165114,16473477,19167654,2917802,3221238,3628608,4147252,4730997,5637246,6502825,7824747,10014249,10419991,11824495,13327079,3838168,4241884,4690372,5212416,5828158,6491649,6998256,7634008,8416215,9384984,10580176,12031795,1022556,1076852,1146757,1230542,1332786,1456688,1622136,1841240,2119465,2444741,2828858,3270065,516556,609816,701016,789309,851334,913025,992040,1042663,1096202,1149818,1200206,1250882,9939217,11406350,13056604,14770296,16660670,18396941,20198730,22987397,25798239,28529501,31167783,33757175,6446316,7038035,7788944,8680909,9809596,11127868,12587223,12891952,13160731,16603334,18473780,19951656,485831,548080,621392,706640,821782,977026,1099010,1278184,1554253,1774766,1972153,2055080,3379468,3692184,4076008,4534062,5060262,5682086,6437188,7332638,8392818,9666252,11140655,12894865,33119096,37173340,41871351,47287752,53740085,62209173,73039376,81551520,93364244,106207839,119901274,135031164,257700,308700,358900,414024,461633,492095,517810,562035,622191,684810,743981,798094,2534927,2822082,3051242,3451079,3992121,4657072,5507565,6349365,7290203,7212583,7852401,8860588,60011,61325,65345,70787,76595,86796,98593,110812,125911,145608,170372,199579,2755589,3054547,3430243,3965841,4588696,5260855,6147783,7171347,8307920,9535314,10870037,12267493,2143249,2295678,2467895,2662190,2879013,3140897,3464522,3868905,4260884,4578212,5359092,6144562,2526994,2780415,3080153,3428839,3840161,4353666,5828892,6921858,6099799,6633514,7753310,9118773,14264935,16151549,18356657,20997321,23935810,27129932,31140029,35933379,39964159,42835005,44433622,43997828,8504667,9753392,11183227,12716129,14597019,17104986,20367053,24725960,28227588,32160729,37090298,42292929,290243,326741,370006,420690,480105,551425,649901,779348,962344,1054486,1130269,1133066,8322925,9452826,10863958,12607312,14706593,17129565,19844382,23040630,26605473,30686889,34593779,38139640,1219113,1357445,1528098,1735550,2056351,2308582,2644765,3154264,3747553,4320890,4977378,5701579,3647735,3950849,4286552,4786986,5303507,6005061,6734098,7724976,8523077,9231669,9770575,10276158,5824797,6675501,7688797,8900294,10190285,11457758,12939400,15283050,18252190,21210254,24739869,29170398,2672000,3016000,3421000,3900000,4506497,5216550,6100407,7272406,8381163,9417789,10595811,11746035,3080907,3646340,4277736,4995432,5861135,6642107,7636524,9216418,10704340,11404948,11926563,12311143],\"sizemode\":\"area\",\"sizeref\":206044.23375,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"showlegend\":true,\"x\":[2449.008185,3013.976023,2550.81688,3246.991771,4182.663766,4910.416756000001,5745.160213,5681.358539,5023.216647,4797.295051,5288.040382,6223.367465,3520.610273,3827.940465,4269.276742,5522.776375,5473.288004999999,3008.647355,2756.953672,2430.208311,2627.845685,2277.140884,2773.287312,4797.231267,1062.7522,959.6010805,949.4990641,1035.831411,1085.796879,1029.161251,1277.897616,1225.85601,1191.207681,1232.975292,1372.877931,1441.284873,851.2411407,918.2325349,983.6539764,1214.709294,2263.6111140000007,3214.857818,4551.14215,6205.88385,7954.111645,8647.142313,11003.60508,12569.85177,543.2552413,617.1834647999998,722.5120206,794.8265597,854.7359763000002,743.3870368,807.1985855,912.0631417,931.7527731,946.2949618,1037.645221,1217.032994,339.2964587,379.5646281000001,355.2032273,412.97751360000007,464.0995039,556.1032651,559.6032309999998,621.8188188999999,631.6998778,463.1151478,446.4035126,430.0706916,1172.667655,1313.048099,1399.607441,1508.453148,1684.1465280000002,1783.432873,2367.983282,2602.664206,1793.1632780000002,1694.337469,1934.011449,2042.09524,1071.310713,1190.844328,1193.068753,1136.056615,1070.013275,1109.374338,956.7529907,844.8763504000002,747.9055252,740.5063317,738.6906068,706.016537,1178.665927,1308.495577,1389.817618,1196.810565,1104.103987,1133.98495,797.9081006,952.386129,1058.0643,1004.961353,1156.18186,1704.063724,1102.990936,1211.148548,1406.648278,1876.029643,1937.577675,1172.603047,1267.100083,1315.980812,1246.90737,1173.618235,1075.811558,986.1478792,780.5423257,905.8602303,896.3146335000001,861.5932424,904.8960685,795.757282,673.7478181,672.774812,457.7191807,312.188423,241.1658765,277.5518587,2125.621418,2315.056572,2464.783157,2677.9396420000007,3213.152683,3259.178978,4879.507522,4201.194936999998,4016.239529,3484.164376,3484.06197,3632.557798,1388.594732,1500.895925,1728.8694280000002,2052.050473,2378.201111,2517.736547,2602.710169,2156.9560690000008,1648.073791,1786.265407,1648.800823,1544.750112,2669.529475,2864.9690760000008,3020.989263,3020.050513,3694.2123520000014,3081.761022,2879.468067,2880.102568,2377.156192000001,1895.016984,1908.260867,2082.4815670000007,1418.822445,1458.915272,1693.335853,1814.880728,2024.008147,2785.493582,3503.729636,3885.46071,3794.755195,4173.181797,4754.604414,5581.180998,375.6431231,426.0964081,582.8419713999998,915.5960025,672.4122571,958.5668124,927.8253427,966.8968149,1132.055034,2814.480755,7703.4959,12154.08975,328.9405571000001,344.1618859,380.9958433000001,468.7949699,514.3242081999998,505.7538077,524.8758493,521.1341333,582.8585102000002,913.47079,765.3500015,641.3695236000002,362.1462796,378.9041632,419.4564161,516.1186438,566.2439442000001,556.8083834,577.8607471,573.7413142000001,421.3534653,515.8894013,530.0535319,690.8055759,4293.476475,4976.198099,6631.459222,8358.761987,11401.94841,21745.57328,15113.36194,11864.40844,13522.15752,14722.841880000002,12521.71392,13206.48452,485.2306591,520.9267111,599.650276,734.7829124,756.0868363,884.7552507000001,835.8096107999999,611.6588611000002,665.6244126,653.7301704,660.5855997,752.7497265,911.2989371,1043.5615369999996,1190.041118,1125.69716,1178.223708,993.2239571,876.032569,847.0061135,925.060154,1005.245812,1111.9845779999996,1327.60891,510.1964923000001,576.2670245,686.3736739,708.7595409,741.6662307,874.6858642999998,857.2503577,805.5724717999999,794.3484384,869.4497667999998,945.5835837,942.6542111,299.850319,431.79045660000014,522.0343725,715.5806402000002,820.2245876000002,764.7259627999998,838.1239671,736.4153921,745.5398706,796.6644681,575.7047176,579.2317429999998,853.5409189999998,944.4383152,896.9663732,1056.736457,1222.359968,1267.613204,1348.225791,1361.936856,1341.9217210000004,1360.4850210000004,1287.514732,1463.249282,298.8462121,335.9971151000001,411.8006266,498.6390265,496.5815922000001,745.3695408,797.2631074,773.9932140999998,977.4862725,1186.147994,1275.184575,1569.331442,575.5729961000002,620.9699901,634.1951625,713.6036482999998,803.0054535,640.3224382999998,572.1995694,506.1138573,636.6229191000001,609.1739508,531.4823679,414.5073415,2387.54806,3448.284395,6757.030816,18772.75169,21011.49721,21951.21176,17364.275380000006,11770.5898,9640.138501,9467.446056,9534.677467,12057.49928,1443.011715,1589.20275,1643.38711,1634.047282,1748.562982,1544.228586,1302.878658,1155.441948,1040.67619,986.2958956,894.6370822,1044.770126,369.1650802,416.3698064,427.9010856,495.5147806,584.6219709,663.2236766,632.8039209,635.5173633999998,563.2000145,692.2758102999999,665.4231186000002,759.3499101,452.3369807,490.3821867,496.1743428,545.0098873,581.3688761,686.3952693,618.0140640999998,684.1715576,739.014375,790.2579846,951.4097518,1042.581557,743.1159097,846.1202613,1055.896036,1421.145193,1586.851781,1497.492223,1481.150189,1421.603576,1361.369784,1483.136136,1579.019543,1803.151496,1967.955707,2034.037981,2529.0674870000007,2475.387562,2575.484158,3710.982963,3688.037739,4783.586903,6058.253846000001,7425.705295000002,9021.815894,10956.99112,1688.20357,1642.002314,1566.353493,1711.04477,1930.194975,2370.619976,2702.620356,2755.046991,2948.047252,2982.101858,3258.495584,3820.17523,468.5260381,495.58683330000014,556.6863539,566.6691539,724.9178037,502.3197334,462.2114149,389.8761846,410.8968239,472.34607710000006,633.6179466,823.6856205,2423.780443,2621.448058,3173.215595,3793.694753,3746.080948,3876.485958,4191.100511,3693.731337,3804.537999,3899.52426,4072.324751,4811.060429,761.879376,835.5234025000002,997.7661127,1054.384891,954.2092363,808.8970727999998,909.7221354,668.3000228,581.182725,580.3052092,601.0745012,619.6768923999998,1077.281856,1100.5925630000004,1150.9274779999996,1014.514104,1698.388838,1981.951806,1576.97375,1385.029563,1619.848217,1624.941275,1615.286395,2013.977305,2718.885295,2769.451844,3173.72334,4021.175739,5047.658563,4319.804067,5267.219353,5303.377488,6101.255823,6071.941411,6316.1652,7670.122558,493.3238752,540.2893982999999,597.4730727000001,510.9637142,590.5806637999998,670.0806011,881.5706467,847.991217,737.0685949,589.9445051,785.6537647999999,863.0884639000002,879.5835855,860.7369026,1071.551119,1384.840593,1532.985254,1737.561657,1890.218117,1516.525457,1428.777814,1339.076036,1353.09239,1598.435089,1450.356983,1567.653006,1654.988723,1612.404632,1597.712056,1561.769116,1518.479984,1441.72072,1367.899369,1392.368347,1519.635262,1712.472136,879.7877358,1004.484437,1116.6398769999996,1206.043465,1353.759762,1348.285159,1465.010784,1294.4477880000004,1068.696278,574.6481576,699.4897129999998,862.5407561000002,1135.749842,1258.147413,1369.488336,1284.7331800000004,1254.576127,1450.992513,1176.807031,1093.244963,926.9602964,930.5964284,882.0818218000002,926.1410683,4725.295531000002,5487.104219,5768.729717,7114.477970999998,7765.962636,8028.651439,8568.266228,7825.823398,7225.069257999998,7479.188244,7710.946444,9269.657808,1615.991129,1770.3370739999998,1959.593767,1687.997641,1659.652775,2202.988423,1895.544073,1507.819159,1492.197043,1632.2107640000004,1993.398314,2602.394995,1148.376626,1244.708364,1856.182125,2613.101665,3364.836625,3781.410618,3895.384018,3984.839812,3553.0224,3876.76846,4128.116943,4513.480643,716.6500721,698.5356073,722.0038073,848.2186575,915.9850592,962.4922932,874.2426069,831.8220794,825.682454,789.1862231,899.0742111,1107.482182,859.8086567,925.9083202,1067.53481,1477.59676,1649.660188,1532.776998,1344.577953,1202.201361,1034.298904,982.2869243,886.2205765000001,882.9699437999999,1468.475631,1395.232468,1660.30321,1932.3601670000005,2753.2859940000008,3120.876811,3560.2331740000004,3810.419296,4332.720164,4876.798614,5722.895654999998,7092.923025,734.753484,774.3710692000002,767.2717397999999,908.9185217,950.735869,843.7331372000001,682.2662267999998,617.7244065,644.1707968999998,816.559081,927.7210018,1056.380121,1147.388831,1311.956766,1452.725766,1777.077318,1773.498265,1588.688299,1408.678565,1213.315116,1210.884633,1071.353818,1071.6139380000004,1271.211593,406.8841148,518.7642681,527.2721818,569.7950712,799.3621757999998,685.5876821,788.8550411,706.1573059,693.4207856,792.4499602999998,672.0386227000001,469.70929810000007],\"xaxis\":\"x\",\"y\":[43.077,45.685,48.303,51.407,54.518,58.014,61.368,65.79899999999999,67.744,69.152,70.994,72.301,30.015,31.999,34.0,35.985,37.928,39.483,39.942,39.906,40.647,40.963,41.003,42.731,38.223,40.358,42.618,44.885,47.014,49.19,50.904,52.337,53.919,54.777,54.40600000000001,56.728,47.622,49.618,51.52,53.298,56.024,59.319,61.484,63.622,62.745,52.556,46.63399999999999,50.728,31.975,34.906,37.814,40.697,43.591,46.137,48.122,49.557,50.26,50.324,50.65,52.295,39.031,40.533,42.045,43.548,44.057,45.91,47.471,48.21100000000001,44.736,45.326,47.36,49.58,38.523,40.428,42.643,44.799,47.049,49.355,52.96100000000001,54.985,54.31399999999999,52.199,49.856,50.43,35.463,37.464,39.475,41.478,43.457,46.775,48.295,50.485,49.396,46.066,43.308,44.74100000000001,38.092,39.881,41.716,43.601000000000006,45.569,47.383,49.517,51.051,51.724,51.573,50.525,50.651,40.715,42.46,44.467,46.472,48.944,50.93899999999999,52.933,54.926,57.93899999999999,60.66,62.974,65.152,39.143,40.652,42.122,44.056,45.989,47.804,47.784,47.412,45.548,42.587,44.966,46.462,42.111,45.053,48.435,52.04,54.907,55.625,56.695,57.47,56.433,52.962,52.97,55.322,40.477,42.469,44.93,47.35,49.801,52.374,53.983,54.655,52.044,47.99100000000001,46.832,48.328,34.812,37.328,39.69300000000001,42.074,44.36600000000001,46.519,48.812,50.04,51.604,53.157,53.37300000000001,54.791,41.893,44.444,46.992,49.293,51.137,53.319,56.006,59.797,63.674,67.217,69.806,71.33800000000002,34.482,35.98300000000001,37.485,38.987,40.516,42.024,43.662,45.664,47.545,48.245,49.348,51.57899999999999,35.92800000000001,38.047,40.158,42.18899999999999,44.142,44.535,43.89,46.453,49.99100000000001,53.378,55.24,58.04,34.078,36.667,40.059,42.115,43.515,44.51,44.916,46.684,48.091,49.402,50.725,52.947,37.003,38.999,40.489,44.598,48.69,52.79,56.56399999999999,60.19,61.36600000000001,60.46100000000001,56.761,56.735,30.0,32.065,33.896,35.857,38.308,41.842,45.58,49.265,52.644,55.861,58.041,59.448,43.149,44.779,46.452,48.072,49.875,51.756,53.744,55.729,57.50100000000001,58.556,58.453,60.022,33.609,34.558,35.753,37.197,38.842,40.762,42.89100000000001,45.552,48.576,51.455,53.676,56.007,32.5,33.489000000000004,34.488,35.492,36.486,37.465,39.327,41.245,43.26600000000001,44.87300000000001,45.504,46.38800000000001,42.27,44.68600000000001,47.949,50.654,53.559,56.155,58.76600000000001,59.339,59.285,54.407,50.992,54.11,42.13800000000001,45.047,47.747,48.492,49.767,52.208,55.078,57.18,59.685,55.558,44.593,42.592,38.48,39.486,40.502,41.536,42.614,43.764,44.852,46.027,40.802,42.221,43.753,45.678,42.723,45.289,47.808,50.227,52.773,57.442,62.155,66.234,68.755,71.555,72.737,73.952,36.681,38.865,40.848,42.881,44.851000000000006,46.881,48.969,49.35,52.214,54.978,57.286,59.44300000000001,36.256,37.207,38.41,39.487,41.76600000000001,43.767,45.642,47.457,49.42,47.495,45.00899999999999,48.303,33.685,35.30699999999999,36.936,38.487,39.977,41.714,43.916,46.364,48.38800000000001,49.903,51.81800000000001,54.467,40.543,42.338,44.24800000000001,46.289,48.437,50.852,53.599,56.145,58.333,60.43,62.247,64.164,50.986,58.089,60.246,61.557,62.944,64.93,66.711,68.74,69.745,70.736,71.954,72.801,42.87300000000001,45.423,47.924,50.335,52.862,55.73,59.65,62.677,65.393,67.66,69.615,71.164,31.286,33.779,36.161,38.113,40.328,42.495,42.795,42.861,44.284,46.344,44.026,42.082,41.725,45.226000000000006,48.386,51.159,53.867,56.437,58.968,60.835,61.999,58.909,51.479,52.90600000000001,37.444,38.598,39.487,40.118,40.546,41.291,42.598,44.555,47.39100000000001,51.313,54.496,56.867,36.324,37.802,39.36,41.04,42.82100000000001,44.514,45.826,46.886,47.472,47.464,46.608,46.859,52.724,55.09,57.666,60.542,64.274,67.064,69.885,71.913,73.615,74.77199999999998,75.744,76.442,40.0,41.5,43.0,44.1,44.6,45.0,46.218,44.02,23.599,36.087,43.413,46.242,46.471,48.945,51.893,54.425,56.48,58.55,60.351000000000006,61.728,62.742,63.306,64.337,65.528,37.278,39.329,41.45399999999999,43.563,45.815,48.879,52.379,55.769,58.19600000000001,60.187,61.6,63.062,30.331,31.57,32.767,34.113,35.4,36.788,38.445,40.006,38.333,39.897,41.012,42.56800000000001,32.978,34.977,36.981,38.977,40.973,41.974,42.955,44.50100000000001,39.658,43.795,45.93600000000001,48.159,45.00899999999999,47.985,49.951,51.927,53.69600000000001,55.527,58.161,60.834,61.88800000000001,60.236,53.365,49.339,38.635,39.624,40.87,42.858,45.083,47.8,50.338,51.744,53.556,55.37300000000001,56.369,58.556,41.407,43.424,44.992,46.633,49.552,52.537,55.56100000000001,57.678,58.474,54.289,43.869,39.613,41.215,42.974,44.246,45.757,47.62,49.919,50.608,51.535,50.44,48.466,49.651,52.517,38.596,41.208,43.922,46.769,49.75899999999999,52.887,55.471,56.941,58.06100000000001,58.39,57.56100000000001,58.42,44.6,47.1,49.57899999999999,52.053,55.602,59.837,64.048,66.89399999999999,70.001,71.973,73.042,73.923,39.978,42.57100000000001,45.344,48.051,51.01600000000001,50.35,49.849,51.50899999999999,48.825,44.578,47.813,51.542,42.038,44.077,46.023,47.768,50.107,51.386,51.82100000000001,50.82100000000001,46.1,40.238,39.19300000000001,42.38399999999999,48.451,50.469,52.358,53.995,55.635,57.674,60.363,62.351000000000006,60.377,46.809,39.989,43.487],\"yaxis\":\"y\",\"type\":\"scattergl\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Argentina\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Bolivia\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Brazil\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Canada\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Chile\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Colombia\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Costa Rica\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Cuba\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Dominican Republic\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"Ecuador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"El Salvador\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Guatemala\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Haiti\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Honduras\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Jamaica\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Mexico\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Nicaragua\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Panama\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Paraguay\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Peru\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Puerto Rico\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"Trinidad and Tobago\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"United States\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Uruguay\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[17876956,19610538,21283783,22934225,24779799,26983828,29341374,31620918,33958947,36203463,38331121,40301927,2883315,3211738,3593918,4040665,4565872,5079716,5642224,6156369,6893451,7693188,8445134,9119152,56602560,65551171,76039390,88049823,100840058,114313951,128962939,142938076,155975974,168546719,179914212,190010647,14785584,17010154,18985849,20819767,22284500,23796400,25201900,26549700,28523502,30305843,31902268,33390141,6377619,7048426,7961258,8858908,9717524,10599793,11487112,12463354,13572994,14599929,15497046,16284741,12350771,14485993,17009885,19764027,22542890,25094412,27764644,30964245,34202721,37657830,41008227,44227550,926317,1112300,1345187,1588717,1834796,2108457,2424367,2799811,3173216,3518107,3834934,4133884,6007797,6640752,7254373,8139332,8831348,9537988,9789224,10239839,10723260,10983007,11226999,11416987,2491346,2923186,3453434,4049146,4671329,5302800,5968349,6655297,7351181,7992357,8650322,9319622,3548753,4058385,4681707,5432424,6298651,7278866,8365850,9545158,10748394,11911819,12921234,13755680,2042865,2355805,2747687,3232927,3790903,4282586,4474873,4842194,5274649,5783439,6353681,6939688,3146381,3640876,4208858,4690773,5149581,5703430,6395630,7326406,8486949,9803875,11178650,12572928,3201488,3507701,3880130,4318137,4698301,4908554,5198399,5756203,6326682,6913545,7607651,8502814,1517453,1770390,2090162,2500689,2965146,3055235,3669448,4372203,5077347,5867957,6677328,7483763,1426095,1535090,1665128,1861096,1997616,2156814,2298309,2326606,2378618,2531311,2664659,2780132,30144317,35015548,41121485,47995559,55984294,63759976,71640904,80122492,88111030,95895146,102479927,108700891,1165790,1358828,1590597,1865490,2182908,2554598,2979423,3344353,4017939,4609572,5146848,5675356,940080,1063506,1215725,1405486,1616384,1839782,2036305,2253639,2484997,2734531,2990875,3242173,1555876,1770902,2009813,2287985,2614104,2984494,3366439,3886512,4483945,5154123,5884491,6667147,8025700,9146100,10516500,12132200,13954700,15990099,18125129,20195924,22430449,24748122,26769436,28674757,2227000,2260000,2448046,2648961,2847132,3080828,3279001,3444468,3585176,3759430,3859606,3942491,662850,764900,887498,960155,975199,1039009,1116479,1191336,1183669,1138101,1101832,1056608,157553000,171984000,186538000,198712000,209896000,220239000,232187835,242803533,256894189,272911760,287675526,301139947,2252965,2424959,2598466,2748579,2829526,2873520,2953997,3045153,3149262,3262838,3363085,3447496,5439568,6702668,8143375,9709552,11515649,13503563,15620766,17910182,20265563,22374398,24287670,26084662],\"sizemode\":\"area\",\"sizeref\":206044.23375,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"showlegend\":true,\"x\":[5911.315053,6856.8562120000015,7133.166023000002,8052.953020999998,9443.038526,10079.02674,8997.897412,9139.671389,9308.41871,10967.28195,8797.640716,12779.37964,2677.326347,2127.686326,2180.972546,2586.886053,2980.331339,3548.097832,3156.510452,2753.69149,2961.699694,3326.143191,3413.26269,3822.137084,2108.944355,2487.365989,3336.585802,3429.864357,4985.711467,6660.118654,7030.835878,7807.095818000002,6950.283020999998,7957.980823999998,8131.212843000001,9065.800825,11367.16112,12489.95006,13462.48555,16076.58803,18970.57086,22090.88306,22898.79214,26626.51503,26342.88426,28954.92589,33328.96507,36319.23501,3939.978789,4315.622723,4519.094331,5106.654313,5494.024437,4756.763836,5095.6657380000015,5547.063754,7596.125964,10118.05318,10778.78385,13171.63885,2144.115096,2323.805581,2492.351109,2678.729839,3264.660041,3815.80787,4397.575659,4903.2191,5444.648617,6117.361746000001,5755.259962,7006.580419,2627.0094710000008,2990.010802,3460.937025,4161.727834,5118.146939,5926.876967,5262.734751,5629.915318,6160.416317,6677.045314,7723.447195000002,9645.06142,5586.53878,6092.1743590000015,5180.75591,5690.268015,5305.445256,6380.494965999998,7316.918106999998,7532.924762999999,5592.843963,5431.990415,6340.646683,8948.102923,1397.717137,1544.402995,1662.137359,1653.7230029999996,2189.874499,2681.9889,2861.092386,2899.842175,3044.214214,3614.101285,4563.808154,6025.3747520000015,3522.110717,3780.546651,4086.114078,4579.074215,5280.99471,6679.62326,7213.791267,6481.776993,7103.702595000002,7429.4558769999985,5773.044512,6873.262326000001,3048.3029,3421.523218,3776.803627,4358.595393,4520.246008,5138.922374,4098.344175,4140.442097,4444.2317,5154.825496,5351.568665999999,5728.353514,2428.2377690000008,2617.155967,2750.364446,3242.531147,4031.408271,4879.992748,4820.49479,4246.485974,4439.45084,4684.313807,4858.347495,5186.050003,1840.366939,1726.887882,1796.589032,1452.057666,1654.456946,1874.298931,2011.159549,1823.015995,1456.309517,1341.726931,1270.364932,1201.637154,2194.926204,2220.487682,2291.156835,2538.269358,2529.842345,3203.208066,3121.7607940000007,3023.096699,3081.694603,3160.454906,3099.72866,3548.3308460000007,2898.530881,4756.525781,5246.107524,6124.703450999999,7433.889293000001,6650.195573,6068.05135,6351.237495,7404.923685,7121.924704000001,6994.774861,7320.8802620000015,3478.125529,4131.546641,4581.609385,5754.733883,6809.406690000002,7674.929108,9611.147541,8688.156003,9472.384295,9767.29753,10742.44053,11977.57496,3112.363948,3457.415947,3634.364406,4643.393534000002,4688.593267,5486.371089,3470.3381560000007,2955.984375,2170.151724,2253.023004,2474.548819,2749.320965,2480.380334,2961.800905,3536.540301,4421.009084,5364.249663000001,5351.912144,7009.601598,7034.779161,6618.74305,7113.692252,7356.0319340000015,9809.185636,1952.308701,2046.154706,2148.027146,2299.376311,2523.337977,3248.373311,4258.503604,3998.875695,4196.411078,4247.400261,3783.674243,4172.838464,3758.523437,4245.256697999999,4957.037982,5788.09333,5937.827283,6281.290854999998,6434.501797,6360.943444,4446.380924,5838.347657,5909.020073,7408.905561,3081.959785,3907.156189,5108.34463,6929.277714,9123.041742,9770.524921,10330.98915,12281.34191,14641.58711,16999.4333,18855.60618,19328.70901,3023.271928,4100.3934,4997.523971000001,5621.368472,6619.551418999999,7899.554209000001,9119.528607,7388.597823,7370.990932,8792.573126000001,11460.60023,18008.50924,13990.482080000002,14847.12712,16173.14586,19530.36557,21806.03594,24072.63213,25009.55914,29884.350410000006,32003.93224,35767.43303,39097.09955,42951.65309,5716.766744,6150.772969,5603.357717,5444.61962,5703.408898,6504.339663000002,6920.223051000001,7452.398969,8137.004775,9230.240708,7727.002004000001,10611.46299,7689.799761,9802.466526,8422.974165000001,9541.474188,10505.25966,13143.95095,11152.41011,9883.584648,10733.92631,10165.49518,8605.047831,11415.80569],\"xaxis\":\"x\",\"y\":[62.485,64.399,65.142,65.634,67.065,68.48100000000001,69.942,70.774,71.868,73.275,74.34,75.32,40.414,41.89,43.428,45.032,46.714,50.023,53.859,57.25100000000001,59.957,62.05,63.883,65.554,50.917,53.285,55.665,57.632,59.504,61.489,63.33600000000001,65.205,67.057,69.388,71.006,72.39,68.75,69.96,71.3,72.13,72.88,74.21,75.76,76.86,77.95,78.61,79.77,80.653,54.745,56.074,57.924,60.523,63.441,67.05199999999999,70.565,72.492,74.126,75.816,77.86,78.553,50.643,55.118,57.863,59.963,61.62300000000001,63.837,66.653,67.768,68.421,70.313,71.682,72.889,57.206,60.026,62.842,65.42399999999999,67.84899999999999,70.75,73.45,74.752,75.71300000000002,77.26,78.123,78.782,59.42100000000001,62.325,65.24600000000001,68.29,70.723,72.649,73.717,74.17399999999998,74.414,76.15100000000002,77.158,78.273,45.928,49.828,53.459,56.75100000000001,59.631,61.788,63.727,66.046,68.457,69.957,70.847,72.235,48.357,51.356,54.64,56.678,58.79600000000001,61.31,64.342,67.23100000000001,69.613,72.312,74.173,74.994,45.262,48.57,52.307,55.855,58.207,56.69600000000001,56.604,63.154,66.798,69.535,70.734,71.878,42.023,44.142,46.95399999999999,50.01600000000001,53.738,56.029,58.137,60.782,63.37300000000001,66.322,68.97800000000001,70.259,37.579,40.696,43.59,46.243,48.042,49.923,51.46100000000001,53.636,55.089,56.67100000000001,58.137,60.916,41.912,44.665,48.041,50.924,53.88399999999999,57.402,60.909,64.492,66.399,67.65899999999999,68.565,70.19800000000001,58.53,62.61,65.61,67.51,69.0,70.11,71.21,71.77,71.766,72.262,72.047,72.567,50.789,55.19,58.299,60.11,62.361,65.032,67.405,69.498,71.455,73.67,74.902,76.195,42.31399999999999,45.432,48.632,51.88399999999999,55.151,57.47,59.298,62.008,65.843,68.426,70.836,72.899,55.191,59.201,61.817,64.071,66.21600000000001,68.681,70.472,71.523,72.462,73.738,74.712,75.53699999999998,62.649,63.19600000000001,64.361,64.95100000000001,65.815,66.35300000000001,66.874,67.378,68.225,69.4,70.755,71.752,43.902,46.26300000000001,49.096,51.445,55.448,58.447,61.40600000000001,64.134,66.458,68.38600000000001,69.906,71.421,64.28,68.54,69.62,71.1,72.16,73.44,73.75,74.63,73.911,74.917,77.778,78.74600000000002,59.1,61.8,64.9,65.4,65.9,68.3,68.832,69.582,69.862,69.465,68.976,69.819,68.44,69.49,70.21,70.76,71.34,73.38,74.65,75.02,76.09,76.81,77.31,78.242,66.071,67.044,68.253,68.468,68.673,69.48100000000001,70.805,71.918,72.752,74.223,75.307,76.384,55.088,57.907,60.77,63.479,65.712,67.456,68.557,70.19,71.15,72.146,72.766,73.747],\"yaxis\":\"y\",\"type\":\"scattergl\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"Australia\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[8691212,9712569,10794968,11872264,13177000,14074100,15184200,16257249,17481977,18565243,19546792,20434176,1994794,2229407,2488550,2728150,2929100,3164900,3210650,3317166,3437674,3676187,3908037,4115771],\"sizemode\":\"area\",\"sizeref\":206044.23375,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"showlegend\":true,\"x\":[10039.59564,10949.64959,12217.22686,14526.12465,16788.62948,18334.19751,19477.00928,21888.88903,23424.76683,26997.93657,30687.75473,34435.367439999995,10556.57566,12247.39532,13175.678,14463.918930000002,16046.03728,16233.7177,17632.4104,19007.19129,18363.32494,21050.41377,23189.80135,25185.00911],\"xaxis\":\"x\",\"y\":[69.12,70.33,70.93,71.1,71.93,73.49,74.74,76.32,77.56,78.83,80.37,81.235,69.39,70.26,71.24,71.52,71.89,72.22,73.84,74.32,76.33,77.55,79.11,80.204],\"yaxis\":\"y\",\"type\":\"scattergl\"}],                        {\"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\":\"gdpPercap\"},\"type\":\"log\"},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"lifeExp\"}},\"legend\":{\"title\":{\"text\":\"continent\"},\"tracegroupgap\":0,\"itemsizing\":\"constant\"},\"margin\":{\"t\":60}},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('0d58195f-e564-45d3-8ec1-d72e7f176b3d');\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": [
        "df = px.data.gapminder()\n",
        "fig = px.scatter(df, x=\"gdpPercap\", y=\"lifeExp\", size=\"pop\", color=\"continent\",\n",
        "                 hover_name=\"country\", log_x=True, size_max=60,\n",
        "                 animation_frame=\"year\", range_x=[100, 100000], range_y=[20, 90])\n",
        "fig.show()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "oJ0Mixxp-ke1",
        "outputId": "c08b1cda-36ce-4adc-a63a-2cdf59f5716b"
      },
      "execution_count": 3,
      "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=\"dc77d5b7-deef-4ade-bf18-c9de48f10a6a\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"dc77d5b7-deef-4ade-bf18-c9de48f10a6a\")) {                    Plotly.newPlot(                        \"dc77d5b7-deef-4ade-bf18-c9de48f10a6a\",                        [{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[8425333,120447,46886859,4693836,556263527,2125900,372000000,82052000,17272000,5441766,1620914,86459025,607914,8865488,20947571,160000,1439529,6748378,800663,20092996,9182536,507833,41346560,22438691,4005677,1127000,7982342,3661549,8550362,21289402,26246839,1030585,4963829],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[779.4453145,9867.084765,684.2441716,368.4692856,400.448611,3054.421209,546.5657493,749.6816546,3035.326002,4129.766056,4086.522128,3216.956347,1546.907807,1088.277758,1030.592226,108382.3529,4834.804067,1831.132894,786.5668575,331.0,545.8657228999998,1828.230307,684.5971437999998,1272.880995,6459.554823,2315.138227,1083.53203,1643.485354,1206.947913,757.7974177,605.0664917,1515.5923289999996,781.7175761],\"xaxis\":\"x\",\"y\":[28.801,50.93899999999999,37.484,39.417,44.0,60.96,37.37300000000001,37.468,44.869,45.32,65.39,63.03,43.158,50.056,47.453,55.565,55.928,48.463,42.244,36.319,36.157,37.578,43.43600000000001,47.752,39.875,60.396,57.593,45.883,58.5,50.848,40.412,43.16,32.548],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[1282697,6927772,8730405,2791000,7274900,3882229,9125183,4334000,4090500,42459667,69145952,7733250,9504000,147962,2952156,47666000,413834,10381988,3327728,25730551,8526050,16630000,6860147,3558137,1489518,28549870,7124673,4815000,22235677,50430000],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[1601.056136,6137.076492,8343.105126999999,973.5331948,2444.286648,3119.23652,6876.14025,9692.385245,6424.519071,7029.809327,7144.114393000002,3530.690067,5263.673816,7267.688428,5210.280328,4931.404154999998,2647.585601,8941.571858,10095.42172,4029.329699,3068.319867,3144.613186,3581.459448,5074.659104,4215.041741,3834.034742,8527.844662000001,14734.23275,1969.10098,9979.508487],\"xaxis\":\"x\",\"y\":[55.23,66.8,68.0,53.82,59.6,61.21,66.87,70.78,66.55,67.41,67.5,65.86,64.03,72.49,66.91,65.94,59.164,72.13,72.67,61.31,59.82,61.05,57.996,64.36,65.57,64.94,71.86,69.62,43.585,69.18],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[9279525,4232095,1738315,442308,4469979,2445618,5009067,1291695,2682462,153936,14100005,854885,2977019,63149,22223309,216964,1438760,20860941,420702,284320,5581001,2664249,580653,6464046,748747,863308,1019729,4762912,2917802,3838168,1022556,516556,9939217,6446316,485831,3379468,33119096,257700,2534927,60011,2755589,2143249,2526994,14264935,8504667,290243,8322925,1219113,3647735,5824797,2672000,3080907],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2449.008185,3520.610273,1062.7522,851.2411407,543.2552413,339.2964587,1172.667655,1071.310713,1178.665927,1102.990936,780.5423257,2125.621418,1388.594732,2669.529475,1418.822445,375.6431231,328.9405571000001,362.1462796,4293.476475,485.2306591,911.2989371,510.1964923000001,299.850319,853.5409189999998,298.8462121,575.5729961000002,2387.54806,1443.011715,369.1650802,452.3369807,743.1159097,1967.955707,1688.20357,468.5260381,2423.780443,761.879376,1077.281856,2718.885295,493.3238752,879.5835855,1450.356983,879.7877358,1135.749842,4725.295531000002,1615.991129,1148.376626,716.6500721,859.8086567,1468.475631,734.753484,1147.388831,406.8841148],\"xaxis\":\"x\",\"y\":[43.077,30.015,38.223,47.622,31.975,39.031,38.523,35.463,38.092,40.715,39.143,42.111,40.477,34.812,41.893,34.482,35.92800000000001,34.078,37.003,30.0,43.149,33.609,32.5,42.27,42.13800000000001,38.48,42.723,36.681,36.256,33.685,40.543,50.986,42.87300000000001,31.286,41.725,37.444,36.324,52.724,40.0,46.471,37.278,30.331,32.978,45.00899999999999,38.635,41.407,41.215,38.596,44.6,39.978,42.038,48.451],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[17876956,2883315,56602560,14785584,6377619,12350771,926317,6007797,2491346,3548753,2042865,3146381,3201488,1517453,1426095,30144317,1165790,940080,1555876,8025700,2227000,662850,157553000,2252965,5439568],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[5911.315053,2677.326347,2108.944355,11367.16112,3939.978789,2144.115096,2627.0094710000008,5586.53878,1397.717137,3522.110717,3048.3029,2428.2377690000008,1840.366939,2194.926204,2898.530881,3478.125529,3112.363948,2480.380334,1952.308701,3758.523437,3081.959785,3023.271928,13990.482080000002,5716.766744,7689.799761],\"xaxis\":\"x\",\"y\":[62.485,40.414,50.917,68.75,54.745,50.643,57.206,59.42100000000001,45.928,48.357,45.262,42.023,37.579,41.912,58.53,50.789,42.31399999999999,55.191,62.649,43.902,64.28,59.1,68.44,66.071,55.088],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[8691212,1994794],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[10039.59564,10556.57566],\"xaxis\":\"x\",\"y\":[69.12,69.39],\"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\":\"gdpPercap\"},\"type\":\"log\",\"range\":[2.0,5.0]},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"lifeExp\"},\"range\":[20,90]},\"legend\":{\"title\":{\"text\":\"continent\"},\"tracegroupgap\":0,\"itemsizing\":\"constant\"},\"margin\":{\"t\":60},\"updatemenus\":[{\"buttons\":[{\"args\":[null,{\"frame\":{\"duration\":500,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":500,\"easing\":\"linear\"}}],\"label\":\"&#9654;\",\"method\":\"animate\"},{\"args\":[[null],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"&#9724;\",\"method\":\"animate\"}],\"direction\":\"left\",\"pad\":{\"r\":10,\"t\":70},\"showactive\":false,\"type\":\"buttons\",\"x\":0.1,\"xanchor\":\"right\",\"y\":0,\"yanchor\":\"top\"}],\"sliders\":[{\"active\":0,\"currentvalue\":{\"prefix\":\"year=\"},\"len\":0.9,\"pad\":{\"b\":10,\"t\":60},\"steps\":[{\"args\":[[\"1952\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1952\",\"method\":\"animate\"},{\"args\":[[\"1957\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1957\",\"method\":\"animate\"},{\"args\":[[\"1962\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1962\",\"method\":\"animate\"},{\"args\":[[\"1967\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1967\",\"method\":\"animate\"},{\"args\":[[\"1972\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1972\",\"method\":\"animate\"},{\"args\":[[\"1977\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1977\",\"method\":\"animate\"},{\"args\":[[\"1982\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1982\",\"method\":\"animate\"},{\"args\":[[\"1987\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1987\",\"method\":\"animate\"},{\"args\":[[\"1992\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1992\",\"method\":\"animate\"},{\"args\":[[\"1997\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"1997\",\"method\":\"animate\"},{\"args\":[[\"2002\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"2002\",\"method\":\"animate\"},{\"args\":[[\"2007\"],{\"frame\":{\"duration\":0,\"redraw\":false},\"mode\":\"immediate\",\"fromcurrent\":true,\"transition\":{\"duration\":0,\"easing\":\"linear\"}}],\"label\":\"2007\",\"method\":\"animate\"}],\"x\":0.1,\"xanchor\":\"left\",\"y\":0,\"yanchor\":\"top\"}]},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            Plotly.addFrames('dc77d5b7-deef-4ade-bf18-c9de48f10a6a', [{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[8425333,120447,46886859,4693836,556263527,2125900,372000000,82052000,17272000,5441766,1620914,86459025,607914,8865488,20947571,160000,1439529,6748378,800663,20092996,9182536,507833,41346560,22438691,4005677,1127000,7982342,3661549,8550362,21289402,26246839,1030585,4963829],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[779.4453145,9867.084765,684.2441716,368.4692856,400.448611,3054.421209,546.5657493,749.6816546,3035.326002,4129.766056,4086.522128,3216.956347,1546.907807,1088.277758,1030.592226,108382.3529,4834.804067,1831.132894,786.5668575,331.0,545.8657228999998,1828.230307,684.5971437999998,1272.880995,6459.554823,2315.138227,1083.53203,1643.485354,1206.947913,757.7974177,605.0664917,1515.5923289999996,781.7175761],\"xaxis\":\"x\",\"y\":[28.801,50.93899999999999,37.484,39.417,44.0,60.96,37.37300000000001,37.468,44.869,45.32,65.39,63.03,43.158,50.056,47.453,55.565,55.928,48.463,42.244,36.319,36.157,37.578,43.43600000000001,47.752,39.875,60.396,57.593,45.883,58.5,50.848,40.412,43.16,32.548],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[1282697,6927772,8730405,2791000,7274900,3882229,9125183,4334000,4090500,42459667,69145952,7733250,9504000,147962,2952156,47666000,413834,10381988,3327728,25730551,8526050,16630000,6860147,3558137,1489518,28549870,7124673,4815000,22235677,50430000],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[1601.056136,6137.076492,8343.105126999999,973.5331948,2444.286648,3119.23652,6876.14025,9692.385245,6424.519071,7029.809327,7144.114393000002,3530.690067,5263.673816,7267.688428,5210.280328,4931.404154999998,2647.585601,8941.571858,10095.42172,4029.329699,3068.319867,3144.613186,3581.459448,5074.659104,4215.041741,3834.034742,8527.844662000001,14734.23275,1969.10098,9979.508487],\"xaxis\":\"x\",\"y\":[55.23,66.8,68.0,53.82,59.6,61.21,66.87,70.78,66.55,67.41,67.5,65.86,64.03,72.49,66.91,65.94,59.164,72.13,72.67,61.31,59.82,61.05,57.996,64.36,65.57,64.94,71.86,69.62,43.585,69.18],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[9279525,4232095,1738315,442308,4469979,2445618,5009067,1291695,2682462,153936,14100005,854885,2977019,63149,22223309,216964,1438760,20860941,420702,284320,5581001,2664249,580653,6464046,748747,863308,1019729,4762912,2917802,3838168,1022556,516556,9939217,6446316,485831,3379468,33119096,257700,2534927,60011,2755589,2143249,2526994,14264935,8504667,290243,8322925,1219113,3647735,5824797,2672000,3080907],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2449.008185,3520.610273,1062.7522,851.2411407,543.2552413,339.2964587,1172.667655,1071.310713,1178.665927,1102.990936,780.5423257,2125.621418,1388.594732,2669.529475,1418.822445,375.6431231,328.9405571000001,362.1462796,4293.476475,485.2306591,911.2989371,510.1964923000001,299.850319,853.5409189999998,298.8462121,575.5729961000002,2387.54806,1443.011715,369.1650802,452.3369807,743.1159097,1967.955707,1688.20357,468.5260381,2423.780443,761.879376,1077.281856,2718.885295,493.3238752,879.5835855,1450.356983,879.7877358,1135.749842,4725.295531000002,1615.991129,1148.376626,716.6500721,859.8086567,1468.475631,734.753484,1147.388831,406.8841148],\"xaxis\":\"x\",\"y\":[43.077,30.015,38.223,47.622,31.975,39.031,38.523,35.463,38.092,40.715,39.143,42.111,40.477,34.812,41.893,34.482,35.92800000000001,34.078,37.003,30.0,43.149,33.609,32.5,42.27,42.13800000000001,38.48,42.723,36.681,36.256,33.685,40.543,50.986,42.87300000000001,31.286,41.725,37.444,36.324,52.724,40.0,46.471,37.278,30.331,32.978,45.00899999999999,38.635,41.407,41.215,38.596,44.6,39.978,42.038,48.451],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[17876956,2883315,56602560,14785584,6377619,12350771,926317,6007797,2491346,3548753,2042865,3146381,3201488,1517453,1426095,30144317,1165790,940080,1555876,8025700,2227000,662850,157553000,2252965,5439568],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[5911.315053,2677.326347,2108.944355,11367.16112,3939.978789,2144.115096,2627.0094710000008,5586.53878,1397.717137,3522.110717,3048.3029,2428.2377690000008,1840.366939,2194.926204,2898.530881,3478.125529,3112.363948,2480.380334,1952.308701,3758.523437,3081.959785,3023.271928,13990.482080000002,5716.766744,7689.799761],\"xaxis\":\"x\",\"y\":[62.485,40.414,50.917,68.75,54.745,50.643,57.206,59.42100000000001,45.928,48.357,45.262,42.023,37.579,41.912,58.53,50.789,42.31399999999999,55.191,62.649,43.902,64.28,59.1,68.44,66.071,55.088],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1952<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[8691212,1994794],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[10039.59564,10556.57566],\"xaxis\":\"x\",\"y\":[69.12,69.39],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1952\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[9240934,138655,51365468,5322536,637408000,2736300,409000000,90124000,19792000,6248643,1944401,91563009,746559,9411381,22611552,212846,1647412,7739235,882134,21731844,9682338,561977,46679944,26072194,4419650,1445929,9128546,4149908,10164215,25041917,28998543,1070439,5498090],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[820.8530296,11635.79945,661.6374577,434.0383364,575.9870009,3629.076457,590.061996,858.9002707000002,3290.257643,6229.333562,5385.278451,4317.694365,1886.080591,1571.134655,1487.593537,113523.1329,6089.786934000002,1810.0669920000007,912.6626085,350.0,597.9363557999999,2242.746551,747.0835292,1547.944844,8157.5912480000015,2843.104409,1072.546602,2117.234893,1507.86129,793.5774147999998,676.2854477999998,1827.067742,804.8304547],\"xaxis\":\"x\",\"y\":[30.332,53.832,39.348,41.36600000000001,50.54896,64.75,40.249,39.918,47.181,48.437,67.84,65.5,45.669,54.081,52.681,58.033,59.489,52.102,45.24800000000001,41.905,37.686,40.08,45.557,51.334,42.868,63.179,61.456,48.284,62.4,53.63,42.887,45.67100000000001,33.97],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[1476505,6965860,8989111,3076000,7651254,3991242,9513758,4487831,4324000,44310863,71019069,8096218,9839000,165110,2878220,49182000,442829,11026383,3491938,28235346,8817650,17829327,7271135,3844277,1533070,29841614,7363802,5126000,25670939,51430000],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[1942.284244,8842.59803,9714.960623,1353.989176,3008.670727,4338.231617,8256.343918,11099.65935,7545.415386,8662.834898000001,10187.82665,4916.299889,6040.180011,9244.001412,5599.077872,6248.656232,3682.259903,11276.19344,11653.97304,4734.253019,3774.571743,3943.370225,4981.090891,6093.26298,5862.276629,4564.80241,9911.878226,17909.48973,2218.754257,11283.17795],\"xaxis\":\"x\",\"y\":[59.28,67.48,69.24,58.45,66.61,64.77,69.03,71.81,67.49,68.93,69.1,67.86,66.41,73.47,68.9,67.81,61.448,72.99,73.44,65.77,61.51,64.1,61.685,67.45,67.85,66.66,72.49,70.56,48.07899999999999,70.42],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[10270856,4561361,1925173,474639,4713416,2667518,5359923,1392284,2894855,170928,15577932,940458,3300000,71851,25009741,232922,1542611,22815614,434904,323150,6391288,2876726,601095,7454779,813338,975950,1201578,5181679,3221238,4241884,1076852,609816,11406350,7038035,548080,3692184,37173340,308700,2822082,61325,3054547,2295678,2780415,16151549,9753392,326741,9452826,1357445,3950849,6675501,3016000,3646340],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3013.976023,3827.940465,959.6010805,918.2325349,617.1834647999998,379.5646281000001,1313.048099,1190.844328,1308.495577,1211.148548,905.8602303,2315.056572,1500.895925,2864.9690760000008,1458.915272,426.0964081,344.1618859,378.9041632,4976.198099,520.9267111,1043.5615369999996,576.2670245,431.79045660000014,944.4383152,335.9971151000001,620.9699901,3448.284395,1589.20275,416.3698064,490.3821867,846.1202613,2034.037981,1642.002314,495.58683330000014,2621.448058,835.5234025000002,1100.5925630000004,2769.451844,540.2893982999999,860.7369026,1567.653006,1004.484437,1258.147413,5487.104219,1770.3370739999998,1244.708364,698.5356073,925.9083202,1395.232468,774.3710692000002,1311.956766,518.7642681],\"xaxis\":\"x\",\"y\":[45.685,31.999,40.358,49.618,34.906,40.533,40.428,37.464,39.881,42.46,40.652,45.053,42.469,37.328,44.444,35.98300000000001,38.047,36.667,38.999,32.065,44.779,34.558,33.489000000000004,44.68600000000001,45.047,39.486,45.289,38.865,37.207,35.30699999999999,42.338,58.089,45.423,33.779,45.226000000000006,38.598,37.802,55.09,41.5,48.945,39.329,31.57,34.977,47.985,39.624,43.424,42.974,41.208,47.1,42.57100000000001,44.077,50.469],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[19610538,3211738,65551171,17010154,7048426,14485993,1112300,6640752,2923186,4058385,2355805,3640876,3507701,1770390,1535090,35015548,1358828,1063506,1770902,9146100,2260000,764900,171984000,2424959,6702668],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[6856.8562120000015,2127.686326,2487.365989,12489.95006,4315.622723,2323.805581,2990.010802,6092.1743590000015,1544.402995,3780.546651,3421.523218,2617.155967,1726.887882,2220.487682,4756.525781,4131.546641,3457.415947,2961.800905,2046.154706,4245.256697999999,3907.156189,4100.3934,14847.12712,6150.772969,9802.466526],\"xaxis\":\"x\",\"y\":[64.399,41.89,53.285,69.96,56.074,55.118,60.026,62.325,49.828,51.356,48.57,44.142,40.696,44.665,62.61,55.19,45.432,59.201,63.19600000000001,46.26300000000001,68.54,61.8,69.49,67.044,57.907],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1957<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[9712569,2229407],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[10949.64959,12247.39532],\"xaxis\":\"x\",\"y\":[70.33,70.26],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1957\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[10267083,171863,56839289,6083619,665770000,3305200,454000000,99028000,22874000,7240260,2310904,95831757,933559,10917494,26420307,358266,1886848,8906385,1010280,23634436,10332057,628164,53100671,30325264,4943029,1750200,10421936,4834621,11918938,29263397,33796140,1133134,6120081],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[853.1007099999998,12753.27514,686.3415537999998,496.9136476,487.6740183,4692.648271999999,658.3471509,849.2897700999998,4187.329802,8341.737815,7105.630706,6576.649461,2348.009158,1621.693598,1536.344387,95458.11176,5714.560611,2036.884944,1056.353958,388.0,652.3968593,2924.638113,803.3427418,1649.552153,11626.41975,3674.735572,1074.47196,2193.037133,1822.879028,1002.199172,772.0491602000002,2198.9563120000007,825.6232006],\"xaxis\":\"x\",\"y\":[31.997,56.923,41.216,43.415,44.50136,67.65,43.605,42.518,49.325,51.457,69.39,68.73,48.12600000000001,56.65600000000001,55.292,60.47,62.094,55.737,48.25100000000001,45.108,39.393,43.165,47.67,54.757,45.914,65.798,62.192,50.305,65.2,56.06100000000001,45.363,48.127,35.18],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[1728137,7129864,9218400,3349000,8012946,4076557,9620282,4646899,4491443,47124000,73739117,8448233,10063000,182053,2830000,50843200,474528,11805689,3638919,30329617,9019800,18680721,7616060,4237384,1582962,31158061,7561588,5666000,29788695,53292000],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2312.888958,10750.72111,10991.20676,1709.683679,4254.337839,5477.890018,10136.86713,13583.31351,9371.842561,10560.48553,12902.46291,6017.190732999999,7550.359877,10350.15906,6631.597314,8243.58234,4649.593785,12790.84956,13450.40151,5338.752143,4727.954889,4734.997586,6289.629157,7481.107598,7402.303395,5693.843879,12329.44192,20431.0927,2322.869908,12477.17707],\"xaxis\":\"x\",\"y\":[64.82,69.54,70.25,61.93,69.51,67.13,69.9,72.35,68.75,70.51,70.3,69.51,67.96,73.68,70.29,69.24,63.728,73.23,73.47,67.64,64.39,66.8,64.531,70.33,69.15,69.69,73.37,71.32,52.098,70.76],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[11000948,4826015,2151895,512764,4919632,2961915,5793633,1523478,3150417,191689,17486434,1047924,3832408,89898,28173309,249220,1666618,25145372,455661,374020,7355248,3140003,627820,8678557,893143,1112796,1441863,5703324,3628608,4690372,1146757,701016,13056604,7788944,621392,4076008,41871351,358900,3051242,65345,3430243,2467895,3080153,18356657,11183227,370006,10863958,1528098,4286552,7688797,3421000,4277736],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2550.81688,4269.276742,949.4990641,983.6539764,722.5120206,355.2032273,1399.607441,1193.068753,1389.817618,1406.648278,896.3146335000001,2464.783157,1728.8694280000002,3020.989263,1693.335853,582.8419713999998,380.9958433000001,419.4564161,6631.459222,599.650276,1190.041118,686.3736739,522.0343725,896.9663732,411.8006266,634.1951625,6757.030816,1643.38711,427.9010856,496.1743428,1055.896036,2529.0674870000007,1566.353493,556.6863539,3173.215595,997.7661127,1150.9274779999996,3173.72334,597.4730727000001,1071.551119,1654.988723,1116.6398769999996,1369.488336,5768.729717,1959.593767,1856.182125,722.0038073,1067.53481,1660.30321,767.2717397999999,1452.725766,527.2721818],\"xaxis\":\"x\",\"y\":[48.303,34.0,42.618,51.52,37.814,42.045,42.643,39.475,41.716,44.467,42.122,48.435,44.93,39.69300000000001,46.992,37.485,40.158,40.059,40.489,33.896,46.452,35.753,34.488,47.949,47.747,40.502,47.808,40.848,38.41,36.936,44.24800000000001,60.246,47.924,36.161,48.386,39.487,39.36,57.666,43.0,51.893,41.45399999999999,32.767,36.981,49.951,40.87,44.992,44.246,43.922,49.57899999999999,45.344,46.023,52.358],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[21283783,3593918,76039390,18985849,7961258,17009885,1345187,7254373,3453434,4681707,2747687,4208858,3880130,2090162,1665128,41121485,1590597,1215725,2009813,10516500,2448046,887498,186538000,2598466,8143375],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[7133.166023000002,2180.972546,3336.585802,13462.48555,4519.094331,2492.351109,3460.937025,5180.75591,1662.137359,4086.114078,3776.803627,2750.364446,1796.589032,2291.156835,5246.107524,4581.609385,3634.364406,3536.540301,2148.027146,4957.037982,5108.34463,4997.523971000001,16173.14586,5603.357717,8422.974165000001],\"xaxis\":\"x\",\"y\":[65.142,43.428,55.665,71.3,57.924,57.863,62.842,65.24600000000001,53.459,54.64,52.307,46.95399999999999,43.59,48.041,65.61,58.299,48.632,61.817,64.361,49.096,69.62,64.9,70.21,68.253,60.77],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1962<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[10794968,2488550],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[12217.22686,13175.678],\"xaxis\":\"x\",\"y\":[70.93,71.24],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1962\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[11537966,202182,62821884,6960067,754550000,3722800,506000000,109343000,26538000,8519282,2693585,100825279,1255058,12617009,30131000,575003,2186894,10154878,1149500,25870271,11261690,714775,60641899,35356600,5618198,1977600,11737396,5680812,13648692,34024249,39463910,1142636,6740785],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[836.1971382,14804.6727,721.1860862000002,523.4323142,612.7056934,6197.962814,700.7706107000001,762.4317721,5906.731804999999,8931.459811,8393.741404,9847.788607,2741.796252,2143.540609,2029.228142,80894.88326,6006.983042,2277.742396,1226.04113,349.0,676.4422254,4720.942687,942.4082588,1814.12743,16903.04886,4977.41854,1135.514326,1881.923632,2643.858681,1295.46066,637.1232887,2649.715007,862.4421463],\"xaxis\":\"x\",\"y\":[34.02,59.923,43.453,45.415,58.38112,70.0,47.19300000000001,45.964,52.469,54.459,70.75,71.43,51.629,59.942,57.716,64.624,63.87,59.371,51.253,49.379,41.472,46.988,49.8,56.393,49.901,67.946,64.266,53.655,67.5,58.285,47.838,51.631,36.984],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[1984060,7376998,9556500,3585000,8310226,4174366,9835109,4838800,4605744,49569000,76368453,8716441,10223422,198676,2900100,52667100,501035,12596822,3786019,31785378,9103000,19284814,7971222,4442238,1646912,32850275,7867931,6063000,33411317,54959000],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2760.196931,12834.6024,13149.04119,2172.3524230000007,5577.0028,6960.297861,11399.44489,15937.21123,10921.63626,12999.91766,14745.62561,8513.097016,9326.64467,13319.89568,7655.568963,10022.40131,5907.850937,15363.25136,16361.87647,6557.152776,6361.517993,6470.866545,7991.707066,8412.902397,9405.489397,7993.512294,15258.29697,22966.14432,2826.3563870000007,14142.85089],\"xaxis\":\"x\",\"y\":[66.22,70.14,70.94,64.79,70.42,68.5,70.38,72.96,69.83,71.55,70.8,71.0,69.5,73.73,71.08,71.06,67.178,73.82,74.08,69.61,66.6,66.8,66.914,70.98,69.18,71.44,74.16,72.77,54.33600000000001,71.36],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[12760499,5247469,2427334,553541,5127935,3330989,6335506,1733638,3495967,217378,19941073,1179760,4744870,127617,31681188,259864,1820319,27860297,489004,439593,8490213,3451418,601287,10191512,996380,1279406,1759224,6334556,4147252,5212416,1230542,789309,14770296,8680909,706640,4534062,47287752,414024,3451079,70787,3965841,2662190,3428839,20997321,12716129,420690,12607312,1735550,4786986,8900294,3900000,4995432],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3246.991771,5522.776375,1035.831411,1214.709294,794.8265597,412.97751360000007,1508.453148,1136.056615,1196.810565,1876.029643,861.5932424,2677.9396420000007,2052.050473,3020.050513,1814.880728,915.5960025,468.7949699,516.1186438,8358.761987,734.7829124,1125.69716,708.7595409,715.5806402000002,1056.736457,498.6390265,713.6036482999998,18772.75169,1634.047282,495.5147806,545.0098873,1421.145193,2475.387562,1711.04477,566.6691539,3793.694753,1054.384891,1014.514104,4021.175739,510.9637142,1384.840593,1612.404632,1206.043465,1284.7331800000004,7114.477970999998,1687.997641,2613.101665,848.2186575,1477.59676,1932.3601670000005,908.9185217,1777.077318,569.7950712],\"xaxis\":\"x\",\"y\":[51.407,35.985,44.885,53.298,40.697,43.548,44.799,41.478,43.601000000000006,46.472,44.056,52.04,47.35,42.074,49.293,38.987,42.18899999999999,42.115,44.598,35.857,48.072,37.197,35.492,50.654,48.492,41.536,50.227,42.881,39.487,38.487,46.289,61.557,50.335,38.113,51.159,40.118,41.04,60.542,44.1,54.425,43.563,34.113,38.977,51.927,42.858,46.633,45.757,46.769,52.053,48.051,47.768,53.995],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[22934225,4040665,88049823,20819767,8858908,19764027,1588717,8139332,4049146,5432424,3232927,4690773,4318137,2500689,1861096,47995559,1865490,1405486,2287985,12132200,2648961,960155,198712000,2748579,9709552],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[8052.953020999998,2586.886053,3429.864357,16076.58803,5106.654313,2678.729839,4161.727834,5690.268015,1653.7230029999996,4579.074215,4358.595393,3242.531147,1452.057666,2538.269358,6124.703450999999,5754.733883,4643.393534000002,4421.009084,2299.376311,5788.09333,6929.277714,5621.368472,19530.36557,5444.61962,9541.474188],\"xaxis\":\"x\",\"y\":[65.634,45.032,57.632,72.13,60.523,59.963,65.42399999999999,68.29,56.75100000000001,56.678,55.855,50.01600000000001,46.243,50.924,67.51,60.11,51.88399999999999,64.071,64.95100000000001,51.445,71.1,65.4,70.76,68.468,63.479],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1967<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[11872264,2728150],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[14526.12465,14463.918930000002],\"xaxis\":\"x\",\"y\":[71.1,71.52],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1967\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[13079460,230800,70759295,7450606,862030000,4115700,567000000,121282000,30614000,10061506,3095893,107188273,1613551,14781241,33505000,841934,2680018,11441462,1320500,28466390,12412593,829050,69325921,40850141,6472756,2152400,13016733,6701172,15226039,39276153,44655014,1089572,7407075],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[739.9811057999998,18268.65839,630.2336265,421.6240257,676.9000921,8315.928145,724.032527,1111.107907,9613.818607,9576.037596,12786.93223,14778.78636,2110.856309,3701.621503,3030.87665,109347.867,7486.384341,2849.09478,1421.741975,357.0,674.7881296,10618.03855,1049.938981,1989.37407,24837.42865,8597.756202,1213.39553,2571.423014,4062.523897,1524.358936,699.5016441,3133.409277,1265.047031],\"xaxis\":\"x\",\"y\":[36.088,63.3,45.252,40.317,63.11888,72.0,50.651,49.203,55.234,56.95,71.63,73.42,56.528,63.983,62.612,67.712,65.421,63.01,53.754,53.07,43.971,52.143,51.929,58.065,53.886,69.521,65.042,57.29600000000001,69.39,60.405,50.254,56.532,39.848],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[2263554,7544201,9709100,3819000,8576200,4225310,9862158,4991596,4639657,51732000,78717088,8888628,10394091,209275,3024400,54365564,527678,13329874,3933004,33039545,8970450,20662648,8313288,4593433,1694510,34513161,8122293,6401400,37492953,56079000],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3313.422188,16661.6256,16672.14356,2860.16975,6597.494398,9164.090127,13108.4536,18866.20721,14358.8759,16107.19171,18016.18027,12724.82957,10168.65611,15798.06362,9530.772896,12269.27378,7778.414017,18794.74567,18965.05551,8006.506993000001,9022.247417,8011.4144019999985,10522.06749,9674.167626,12383.4862,10638.75131,17832.02464,27195.11304,3450.69638,15895.11641],\"xaxis\":\"x\",\"y\":[67.69,70.63,71.44,67.45,70.9,69.61,70.29,73.47,70.87,72.38,71.0,72.34,69.76,74.46,71.28,72.19,70.63600000000002,73.75,74.34,70.85,69.26,69.21,68.7,70.35,69.82,73.06,74.72,73.78,57.005,72.01],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[14760787,5894858,2761407,619351,5433886,3529983,7021028,1927260,3899068,250027,23007669,1340458,6071696,178848,34807417,277603,2260187,30770372,537977,517101,9354120,3811387,625361,12044785,1116779,1482628,2183877,7082430,4730997,5828158,1332786,851334,16660670,9809596,821782,5060262,53740085,461633,3992121,76595,4588696,2879013,3840161,23935810,14597019,480105,14706593,2056351,5303507,10190285,4506497,5861135],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[4182.663766,5473.288004999999,1085.796879,2263.6111140000007,854.7359763000002,464.0995039,1684.1465280000002,1070.013275,1104.103987,1937.577675,904.8960685,3213.152683,2378.201111,3694.2123520000014,2024.008147,672.4122571,514.3242081999998,566.2439442000001,11401.94841,756.0868363,1178.223708,741.6662307,820.2245876000002,1222.359968,496.5815922000001,803.0054535,21011.49721,1748.562982,584.6219709,581.3688761,1586.851781,2575.484158,1930.194975,724.9178037,3746.080948,954.2092363,1698.388838,5047.658563,590.5806637999998,1532.985254,1597.712056,1353.759762,1254.576127,7765.962636,1659.652775,3364.836625,915.9850592,1649.660188,2753.2859940000008,950.735869,1773.498265,799.3621757999998],\"xaxis\":\"x\",\"y\":[54.518,37.928,47.014,56.024,43.591,44.057,47.049,43.457,45.569,48.944,45.989,54.907,49.801,44.36600000000001,51.137,40.516,44.142,43.515,48.69,38.308,49.875,38.842,36.486,53.559,49.767,42.614,52.773,44.851000000000006,41.76600000000001,39.977,48.437,62.944,52.862,40.328,53.867,40.546,42.82100000000001,64.274,44.6,56.48,45.815,35.4,40.973,53.69600000000001,45.083,49.552,47.62,49.75899999999999,55.602,51.01600000000001,50.107,55.635],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[24779799,4565872,100840058,22284500,9717524,22542890,1834796,8831348,4671329,6298651,3790903,5149581,4698301,2965146,1997616,55984294,2182908,1616384,2614104,13954700,2847132,975199,209896000,2829526,11515649],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[9443.038526,2980.331339,4985.711467,18970.57086,5494.024437,3264.660041,5118.146939,5305.445256,2189.874499,5280.99471,4520.246008,4031.408271,1654.456946,2529.842345,7433.889293000001,6809.406690000002,4688.593267,5364.249663000001,2523.337977,5937.827283,9123.041742,6619.551418999999,21806.03594,5703.408898,10505.25966],\"xaxis\":\"x\",\"y\":[67.065,46.714,59.504,72.88,63.441,61.62300000000001,67.84899999999999,70.723,59.631,58.79600000000001,58.207,53.738,48.042,53.88399999999999,69.0,62.361,55.151,66.21600000000001,65.815,55.448,72.16,65.9,71.34,68.673,65.712],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1972<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[13177000,2929100],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[16788.62948,16046.03728],\"xaxis\":\"x\",\"y\":[71.93,71.89],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1972\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[14880372,297410,80428306,6978607,943455000,4583700,634000000,136725000,35480679,11882916,3495918,113872473,1937652,16325320,36436000,1140357,3115787,12845381,1528000,31528087,13933198,1004533,78152686,46850962,8128505,2325300,14116836,7932503,16785196,44148285,50533506,1261091,8403990],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[786.11336,19340.10196,659.8772322000002,524.9721831999999,741.2374699,11186.14125,813.3373230000002,1382.702056,11888.59508,14688.23507,13306.61921,16610.37701,2852.351568,4106.301249,4657.22102,59265.47714,8659.696836,3827.921571,1647.511665,371.0,694.1124398,11848.34392,1175.921193,2373.204287,34167.7626,11210.08948,1348.775651,3195.484582,5596.519826,1961.2246350000007,713.5371196000001,3682.831494,1829.765177],\"xaxis\":\"x\",\"y\":[38.438,65.593,46.923,31.22,63.96736,73.6,54.208,52.702,57.702,60.413,73.06,75.38,61.13399999999999,67.15899999999999,64.766,69.343,66.09899999999999,65.256,55.49100000000001,56.059,46.74800000000001,57.367,54.043,60.06,58.69,70.795,65.949,61.195,70.59,62.494,55.764,60.765,44.175],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[2509048,7568430,9821800,4086000,8797022,4318673,10161915,5088419,4738902,53165019,78160773,9308479,10637171,221823,3271900,56059245,560073,13852989,4043205,34621254,9662600,21658597,8686367,4827803,1746919,36439000,8251648,6316424,42404033,56179000],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3533.003910000001,19749.4223,19117.97448,3528.481305,7612.240438,11305.38517,14800.16062,20422.9015,15605.42283,18292.63514,20512.92123,14195.52428,11674.83737,19654.96247,11150.98113,14255.98475,9595.929905,21209.0592,23311.34939,9508.141454,10172.48572,9356.39724,12980.66956,10922.66404,15277.030169999998,13236.92117,18855.72521,26982.29052,4269.122326,17428.74846],\"xaxis\":\"x\",\"y\":[68.93,72.17,72.8,69.86,70.81,70.64,70.71,74.69,72.52,73.83,72.5,73.68,69.95,76.11,72.03,73.48,73.066,75.24,75.37,70.67,70.41,69.46,70.3,70.45,70.97,74.39,75.44,75.39,59.507,72.76],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[17152804,6162675,3168267,781472,5889574,3834415,7959865,2167533,4388260,304739,26480870,1536769,7459574,228694,38783863,192675,2512642,34617799,706367,608274,10538093,4227026,745228,14500404,1251524,1703617,2721783,8007166,5637246,6491649,1456688,913025,18396941,11127868,977026,5682086,62209173,492095,4657072,86796,5260855,3140897,4353666,27129932,17104986,551425,17129565,2308582,6005061,11457758,5216550,6642107],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[4910.416756000001,3008.647355,1029.161251,3214.857818,743.3870368,556.1032651,1783.432873,1109.374338,1133.98495,1172.603047,795.757282,3259.178978,2517.736547,3081.761022,2785.493582,958.5668124,505.7538077,556.8083834,21745.57328,884.7552507000001,993.2239571,874.6858642999998,764.7259627999998,1267.613204,745.3695408,640.3224382999998,21951.21176,1544.228586,663.2236766,686.3952693,1497.492223,3710.982963,2370.619976,502.3197334,3876.485958,808.8970727999998,1981.951806,4319.804067,670.0806011,1737.561657,1561.769116,1348.285159,1450.992513,8028.651439,2202.988423,3781.410618,962.4922932,1532.776998,3120.876811,843.7331372000001,1588.688299,685.5876821],\"xaxis\":\"x\",\"y\":[58.014,39.483,49.19,59.319,46.137,45.91,49.355,46.775,47.383,50.93899999999999,47.804,55.625,52.374,46.519,53.319,42.024,44.535,44.51,52.79,41.842,51.756,40.762,37.465,56.155,52.208,43.764,57.442,46.881,43.767,41.714,50.852,64.93,55.73,42.495,56.437,41.291,44.514,67.064,45.0,58.55,48.879,36.788,41.974,55.527,47.8,52.537,49.919,52.887,59.837,50.35,51.386,57.674],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[26983828,5079716,114313951,23796400,10599793,25094412,2108457,9537988,5302800,7278866,4282586,5703430,4908554,3055235,2156814,63759976,2554598,1839782,2984494,15990099,3080828,1039009,220239000,2873520,13503563],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[10079.02674,3548.097832,6660.118654,22090.88306,4756.763836,3815.80787,5926.876967,6380.494965999998,2681.9889,6679.62326,5138.922374,4879.992748,1874.298931,3203.208066,6650.195573,7674.929108,5486.371089,5351.912144,3248.373311,6281.290854999998,9770.524921,7899.554209000001,24072.63213,6504.339663000002,13143.95095],\"xaxis\":\"x\",\"y\":[68.48100000000001,50.023,61.489,74.21,67.05199999999999,63.837,70.75,72.649,61.788,61.31,56.69600000000001,56.029,49.923,57.402,70.11,65.032,57.47,68.681,66.35300000000001,58.447,73.44,68.3,73.38,69.48100000000001,67.456],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1977<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[14074100,3164900],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[18334.19751,16233.7177],\"xaxis\":\"x\",\"y\":[73.49,72.22],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1977\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[12881816,377967,93074406,7272485,1000281000,5264500,708000000,153343000,43072751,14173318,3858421,118454974,2347031,17647518,39326000,1497494,3086876,14441916,1756032,34680442,15796314,1301048,91462088,53456774,11254672,2651869,15410151,9410494,18501390,48827160,56142181,1425876,9657618],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[978.0114388,19211.14731,676.9818656,624.4754784,962.4213805,14560.53051,855.7235377000002,1516.872988,7608.334602,14517.90711,15367.0292,19384.10571,4161.415959,4106.525293,5622.942464,31354.03573,7640.519520999998,4920.355951,2000.603139,424.0,718.3730947,12954.79101,1443.429832,2603.273765,33693.17525,15169.16112,1648.079789,3761.837715,7426.3547739999985,2393.219781,707.2357863,4336.032082,1977.55701],\"xaxis\":\"x\",\"y\":[39.854,69.05199999999999,50.00899999999999,50.957,65.525,75.45,56.596,56.159,59.62,62.038,74.45,77.11,63.739,69.1,67.123,71.309,66.983,68.0,57.489,58.056,49.594,62.728,56.158,62.082,63.012,71.76,68.757,64.59,72.16,64.597,58.816,64.406,49.113],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[2780097,7574613,9856303,4172693,8892098,4413368,10303704,5117810,4826933,54433565,78335266,9786480,10705535,233997,3480000,56535636,562548,14310401,4114787,36227381,9859650,22356726,9032824,5048043,1861252,37983310,8325260,6468126,47328791,56339704],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3630.880722,21597.08362,20979.84589,4126.613157,8224.191647,13221.82184,15377.22855,21688.04048,18533.15761,20293.89746,22031.53274,15268.42089,12545.99066,23269.6075,12618.32141,16537.4835,11222.58762,21399.46046,26298.63531,8451.531004,11753.84291,9605.314053,15181.0927,11348.54585,17866.72175,13926.16997,20667.38125,28397.71512,4241.356344,18232.42452],\"xaxis\":\"x\",\"y\":[70.42,73.18,73.93,70.69,71.08,70.46,70.96,74.63,74.55,74.89,73.8,75.24,69.39,76.99,73.1,74.98,74.101,76.05,75.97,71.32,72.77,69.66,70.16199999999999,70.8,71.063,76.3,76.42,76.21,61.036,74.04],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[20033753,7016384,3641603,970347,6634596,4580410,9250831,2476971,4875118,348643,30646495,1774735,9025951,305991,45681811,285483,2637297,38111756,753874,715523,11400338,4710497,825987,17661452,1411807,1956875,3344074,9171477,6502825,6998256,1622136,992040,20198730,12587223,1099010,6437188,73039376,517810,5507565,98593,6147783,3464522,5828892,31140029,20367053,649901,19844382,2644765,6734098,12939400,6100407,7636524],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[5745.160213,2756.953672,1277.897616,4551.14215,807.1985855,559.6032309999998,2367.983282,956.7529907,797.9081006,1267.100083,673.7478181,4879.507522,2602.710169,2879.468067,3503.729636,927.8253427,524.8758493,577.8607471,15113.36194,835.8096107999999,876.032569,857.2503577,838.1239671,1348.225791,797.2631074,572.1995694,17364.275380000006,1302.878658,632.8039209,618.0140640999998,1481.150189,3688.037739,2702.620356,462.2114149,4191.100511,909.7221354,1576.97375,5267.219353,881.5706467,1890.218117,1518.479984,1465.010784,1176.807031,8568.266228,1895.544073,3895.384018,874.2426069,1344.577953,3560.2331740000004,682.2662267999998,1408.678565,788.8550411],\"xaxis\":\"x\",\"y\":[61.368,39.942,50.904,61.484,48.122,47.471,52.96100000000001,48.295,49.517,52.933,47.784,56.695,53.983,48.812,56.006,43.662,43.89,44.916,56.56399999999999,45.58,53.744,42.89100000000001,39.327,58.76600000000001,55.078,44.852,62.155,48.969,45.642,43.916,53.599,66.711,59.65,42.795,58.968,42.598,45.826,69.885,46.218,60.351000000000006,52.379,38.445,42.955,58.161,50.338,55.56100000000001,50.608,55.471,64.048,49.849,51.82100000000001,60.363],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[29341374,5642224,128962939,25201900,11487112,27764644,2424367,9789224,5968349,8365850,4474873,6395630,5198399,3669448,2298309,71640904,2979423,2036305,3366439,18125129,3279001,1116479,232187835,2953997,15620766],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[8997.897412,3156.510452,7030.835878,22898.79214,5095.6657380000015,4397.575659,5262.734751,7316.918106999998,2861.092386,7213.791267,4098.344175,4820.49479,2011.159549,3121.7607940000007,6068.05135,9611.147541,3470.3381560000007,7009.601598,4258.503604,6434.501797,10330.98915,9119.528607,25009.55914,6920.223051000001,11152.41011],\"xaxis\":\"x\",\"y\":[69.942,53.859,63.33600000000001,75.76,70.565,66.653,73.45,73.717,63.727,64.342,56.604,58.137,51.46100000000001,60.909,71.21,67.405,59.298,70.472,66.874,61.40600000000001,73.75,68.832,74.65,70.805,68.557],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1982<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[15184200,3210650],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[19477.00928,17632.4104],\"xaxis\":\"x\",\"y\":[74.74,73.84],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1982\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[13867957,454612,103764241,8371791,1084035000,5584510,788000000,169276000,51889696,16543189,4203148,122091325,2820042,19067554,41622000,1891487,3089353,16331785,2015133,38028578,17917180,1593882,105186881,60017788,14619745,2794552,16495304,11242847,19757799,52910342,62826491,1691210,11219340],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[852.3959447999998,18524.02406,751.9794035,683.8955732000002,1378.904018,20038.47269,976.5126756,1748.356961,6642.881371,11643.57268,17122.47986,22375.94189,4448.679912,4106.492315,8533.088805,28118.42998,5377.091329,5249.802653,2338.008304,385.0,775.6324501,18115.22313,1704.686583,2189.634995,21198.26136,18861.53081,1876.766827,3116.774285,11054.56175,2982.653773,820.7994449,5107.197384,1971.741538],\"xaxis\":\"x\",\"y\":[40.822,70.75,52.819,53.914,67.274,76.2,58.553,60.137,63.04,65.044,75.6,78.67,65.869,70.64699999999998,69.81,74.17399999999998,67.926,69.5,60.222,58.339,52.537,67.734,58.245,64.15100000000001,66.295,73.56,69.01100000000001,66.97399999999999,73.4,66.084,62.82,67.046,52.922],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[3075321,7578903,9870200,4338977,8971958,4484310,10311597,5127024,4931729,55630100,77718298,9974490,10612740,244676,3539900,56729703,569473,14665278,4186147,37740710,9915289,22686371,9230783,5199318,1945870,38880702,8421403,6649942,52881328,56981620],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3738.932735,23687.82607,22525.56308,4314.114757,8239.854824,13822.58394,16310.4434,25116.17581,21141.01223,22066.44214,24639.18566,16120.52839,12986.47998,26923.20628,13872.86652,19207.23482,11732.51017,23651.32361,31540.9748,9082.351172,13039.30876,9696.273295,15870.87851,12037.26758,18678.53492,15764.98313,23586.92927,30281.70459,5089.043686,21664.78767],\"xaxis\":\"x\",\"y\":[72.0,74.94,75.35,71.14,71.34,71.52,71.58,74.8,74.83,76.34,74.847,76.67,69.58,77.23,74.36,76.42,74.865,76.83,75.89,70.98,74.06,69.53,71.218,71.08,72.25,76.9,77.19,77.41,63.108,75.007],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[23254956,7874230,4243788,1151184,7586551,5126023,10780667,2840009,5498955,395114,35481645,2064095,10761098,311025,52799062,341244,2915959,42999530,880397,848406,14168101,5650262,927524,21198082,1599200,2269414,3799845,10568642,7824747,7634008,1841240,1042663,22987397,12891952,1278184,7332638,81551520,562035,6349365,110812,7171347,3868905,6921858,35933379,24725960,779348,23040630,3154264,7724976,15283050,7272406,9216418],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[5681.358539,2430.208311,1225.85601,6205.88385,912.0631417,621.8188188999999,2602.664206,844.8763504000002,952.386129,1315.980812,672.774812,4201.194936999998,2156.9560690000008,2880.102568,3885.46071,966.8968149,521.1341333,573.7413142000001,11864.40844,611.6588611000002,847.0061135,805.5724717999999,736.4153921,1361.936856,773.9932140999998,506.1138573,11770.5898,1155.441948,635.5173633999998,684.1715576,1421.603576,4783.586903,2755.046991,389.8761846,3693.731337,668.3000228,1385.029563,5303.377488,847.991217,1516.525457,1441.72072,1294.4477880000004,1093.244963,7825.823398,1507.819159,3984.839812,831.8220794,1202.201361,3810.419296,617.7244065,1213.315116,706.1573059],\"xaxis\":\"x\",\"y\":[65.79899999999999,39.906,52.337,63.622,49.557,48.21100000000001,54.985,50.485,51.051,54.926,47.412,57.47,54.655,50.04,59.797,45.664,46.453,46.684,60.19,49.265,55.729,45.552,41.245,59.339,57.18,46.027,66.234,49.35,47.457,46.364,56.145,68.74,62.677,42.861,60.835,44.555,46.886,71.913,44.02,61.728,55.769,40.006,44.50100000000001,60.834,51.744,57.678,51.535,56.941,66.89399999999999,51.50899999999999,50.82100000000001,62.351000000000006],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[31620918,6156369,142938076,26549700,12463354,30964245,2799811,10239839,6655297,9545158,4842194,7326406,5756203,4372203,2326606,80122492,3344353,2253639,3886512,20195924,3444468,1191336,242803533,3045153,17910182],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[9139.671389,2753.69149,7807.095818000002,26626.51503,5547.063754,4903.2191,5629.915318,7532.924762999999,2899.842175,6481.776993,4140.442097,4246.485974,1823.015995,3023.096699,6351.237495,8688.156003,2955.984375,7034.779161,3998.875695,6360.943444,12281.34191,7388.597823,29884.350410000006,7452.398969,9883.584648],\"xaxis\":\"x\",\"y\":[70.774,57.25100000000001,65.205,76.86,72.492,67.768,74.752,74.17399999999998,66.046,67.23100000000001,63.154,60.782,53.636,64.492,71.77,69.498,62.008,71.523,67.378,64.134,74.63,69.582,75.02,71.918,70.19],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1987<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[16257249,3317166],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[21888.88903,19007.19129],\"xaxis\":\"x\",\"y\":[76.32,74.32],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1987\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[16317921,529491,113704579,10150094,1164970000,5829696,872000000,184816000,60397973,17861905,4936550,124329269,3867409,20711375,43805450,1418095,3219994,18319502,2312802,40546538,20326209,1915208,120065004,67185766,16945857,3235865,17587060,13219062,20686918,56667095,69940728,2104779,13367997],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[649.3413952000002,19035.57917,837.8101642999999,682.3031755,1655.784158,24757.60301,1164.406809,2383.140898,7235.653187999998,3745.640687,18051.52254,26824.89511,3431.593647,3726.063507,12104.27872,34932.91959,6890.806854,7277.912802,1785.402016,347.0,897.7403604,18616.70691,1971.829464,2279.324017000001,24841.61777,24769.8912,2153.739222,3340.542768,15215.6579,4616.896545000001,989.0231487,6017.654756,1879.496673],\"xaxis\":\"x\",\"y\":[41.674,72.601,56.018,55.803,68.69,77.601,60.223,62.681,65.742,59.46100000000001,76.93,79.36,68.015,69.97800000000001,72.244,75.19,69.292,70.693,61.271,59.32,55.727,71.197,60.838,66.458,68.768,75.788,70.37899999999998,69.249,74.26,67.298,67.66199999999999,69.718,55.599],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[3326498,7914969,10045622,4256013,8658506,4494013,10315702,5171393,5041039,57374179,80597764,10325429,10348684,259012,3557761,56840847,621621,15174244,4286357,38370697,9927680,22797027,9826397,5302888,1999210,39549438,8718867,6995447,58179144,57866349],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2497.437901,27042.01868,25575.57069,2546.781445,6302.623438000001,8447.794873,14297.02122,26406.73985,20647.16499,24703.79615,26505.30317,17541.49634,10535.62855,25144.39201,17558.81555,22013.64486,7003.339037000002,26790.94961,33965.66115,7738.881247,16207.266630000002,6598.409903,9325.068238,9498.467723,14214.71681,18603.06452,23880.01683,31871.5303,5678.348271,22705.09254],\"xaxis\":\"x\",\"y\":[71.581,76.04,76.46,72.178,71.19,72.527,72.4,75.33,75.7,77.46,76.07,77.03,69.17,78.77,75.467,77.44,75.435,77.42,77.32,70.99,74.86,69.36,71.65899999999998,71.38,73.64,77.57,78.16,78.03,66.146,76.42],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[26298373,8735988,4981671,1342614,8878303,5809236,12467171,3265124,6429417,454429,41672143,2409073,12772596,384156,59402198,387838,3668440,52088559,985739,1025384,16278738,6990574,1050938,25020539,1803195,1912974,4364501,12210395,10014249,8416215,2119465,1096202,25798239,13160731,1554253,8392818,93364244,622191,7290203,125911,8307920,4260884,6099799,39964159,28227588,962344,26605473,3747553,8523077,18252190,8381163,10704340],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[5023.216647,2627.845685,1191.207681,7954.111645,931.7527731,631.6998778,1793.1632780000002,747.9055252,1058.0643,1246.90737,457.7191807,4016.239529,1648.073791,2377.156192000001,3794.755195,1132.055034,582.8585102000002,421.3534653,13522.15752,665.6244126,925.060154,794.3484384,745.5398706,1341.9217210000004,977.4862725,636.6229191000001,9640.138501,1040.67619,563.2000145,739.014375,1361.369784,6058.253846000001,2948.047252,410.8968239,3804.537999,581.182725,1619.848217,6101.255823,737.0685949,1428.777814,1367.899369,1068.696278,926.9602964,7225.069257999998,1492.197043,3553.0224,825.682454,1034.298904,4332.720164,644.1707968999998,1210.884633,693.4207856],\"xaxis\":\"x\",\"y\":[67.744,40.647,53.919,62.745,50.26,44.736,54.31399999999999,49.396,51.724,57.93899999999999,45.548,56.433,52.044,51.604,63.674,47.545,49.99100000000001,48.091,61.36600000000001,52.644,57.50100000000001,48.576,43.26600000000001,59.285,59.685,40.802,68.755,52.214,49.42,48.38800000000001,58.333,69.745,65.393,44.284,61.999,47.39100000000001,47.472,73.615,23.599,62.742,58.19600000000001,38.333,39.658,61.88800000000001,53.556,58.474,50.44,58.06100000000001,70.001,48.825,46.1,60.377],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[33958947,6893451,155975974,28523502,13572994,34202721,3173216,10723260,7351181,10748394,5274649,8486949,6326682,5077347,2378618,88111030,4017939,2484997,4483945,22430449,3585176,1183669,256894189,3149262,20265563],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[9308.41871,2961.699694,6950.283020999998,26342.88426,7596.125964,5444.648617,6160.416317,5592.843963,3044.214214,7103.702595000002,4444.2317,4439.45084,1456.309517,3081.694603,7404.923685,9472.384295,2170.151724,6618.74305,4196.411078,4446.380924,14641.58711,7370.990932,32003.93224,8137.004775,10733.92631],\"xaxis\":\"x\",\"y\":[71.868,59.957,67.057,77.95,74.126,68.421,75.71300000000002,74.414,68.457,69.613,66.798,63.37300000000001,55.089,66.399,71.766,71.455,65.843,72.462,68.225,66.458,73.911,69.862,76.09,72.752,71.15],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1992<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[17481977,3437674],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[23424.76683,18363.32494],\"xaxis\":\"x\",\"y\":[77.56,76.33],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1992\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[22227415,598561,123315288,11782962,1230075000,6495918,959000000,199278000,63327987,20775703,5531387,125956499,4526235,21585105,46173816,1765345,3430388,20476091,2494803,43247867,23001113,2283635,135564834,75012988,21229759,3802309,18698655,15081016,21628605,60216677,76048996,2826046,15826497],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[635.341351,20292.01679,972.7700352,734.28517,2289.234136,28377.63219,1458.817442,3119.335603,8263.590301,3076.239795,20896.60924,28816.58499,3645.379572,1690.756814,15993.52796,40300.61996,8754.96385,10132.90964,1902.2521,415.0,1010.892138,19702.05581,2049.3505210000008,2536.534925,20586.69019,33519.4766,2664.477257,4014.238972,20206.82098,5852.625497,1385.896769,7110.667619,2117.484526],\"xaxis\":\"x\",\"y\":[41.76300000000001,73.925,59.412,56.534,70.426,80.0,61.765,66.041,68.042,58.81100000000001,78.26899999999998,80.69,69.77199999999999,67.727,74.64699999999998,76.156,70.265,71.938,63.625,60.328,59.426,72.499,61.81800000000001,68.564,70.533,77.158,70.457,71.527,75.25,67.521,70.672,71.096,58.02],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[3428038,8069876,10199787,3607000,8066057,4444595,10300707,5283663,5134406,58623428,82011073,10502372,10244684,271192,3667233,57479469,692651,15604464,4405672,38654957,10156415,22562458,10336594,5383010,2011612,39855442,8897619,7193761,63047647,58808266],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3193.054604,29095.920660000003,27561.19663,4766.355904,5970.38876,9875.604515,16048.51424,29804.34567,23723.9502,25889.78487,27788.88416,18747.69814,11712.7768,28061.099660000003,24521.94713,24675.02446,6465.613349,30246.13063,41283.16433,10159.58368,17641.03156,7346.547556999999,7914.320304000002,12126.23065,17161.10735,20445.29896,25266.59499,32135.323010000004,6601.429915,26074.53136],\"xaxis\":\"x\",\"y\":[72.95,77.51,77.53,73.244,70.32,73.68,74.01,76.11,77.13,78.64,77.34,77.869,71.04,78.95,76.122,78.82,75.445,78.03,78.32,72.75,75.97,69.72,72.232,72.71,75.13,78.77,79.39,79.37,68.835,77.218],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[29072015,9875024,6066080,1536536,10352843,6121610,14195809,3696513,7562011,527982,47798986,2800947,14625967,417908,66134291,439971,4058319,59861301,1126189,1235767,18418288,8048834,1193708,28263827,1982823,2200725,4759670,14165114,10419991,9384984,2444741,1149818,28529501,16603334,1774766,9666252,106207839,684810,7212583,145608,9535314,4578212,6633514,42835005,32160729,1054486,30686889,4320890,9231669,21210254,9417789,11404948],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[4797.295051,2277.140884,1232.975292,8647.142313,946.2949618,463.1151478,1694.337469,740.5063317,1004.961353,1173.618235,312.188423,3484.164376,1786.265407,1895.016984,4173.181797,2814.480755,913.47079,515.8894013,14722.841880000002,653.7301704,1005.245812,869.4497667999998,796.6644681,1360.4850210000004,1186.147994,609.1739508,9467.446056,986.2958956,692.2758102999999,790.2579846,1483.136136,7425.705295000002,2982.101858,472.34607710000006,3899.52426,580.3052092,1624.941275,6071.941411,589.9445051,1339.076036,1392.368347,574.6481576,930.5964284,7479.188244,1632.2107640000004,3876.76846,789.1862231,982.2869243,4876.798614,816.559081,1071.353818,792.4499602999998],\"xaxis\":\"x\",\"y\":[69.152,40.963,54.777,52.556,50.324,45.326,52.199,46.066,51.573,60.66,42.587,52.962,47.99100000000001,53.157,67.217,48.245,53.378,49.402,60.46100000000001,55.861,58.556,51.455,44.87300000000001,54.407,55.558,42.221,71.555,54.978,47.495,49.903,60.43,70.736,67.66,46.344,58.909,51.313,47.464,74.77199999999998,36.087,63.306,60.187,39.897,43.795,60.236,55.37300000000001,54.289,48.466,58.39,71.973,44.578,40.238,46.809],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[36203463,7693188,168546719,30305843,14599929,37657830,3518107,10983007,7992357,11911819,5783439,9803875,6913545,5867957,2531311,95895146,4609572,2734531,5154123,24748122,3759430,1138101,272911760,3262838,22374398],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[10967.28195,3326.143191,7957.980823999998,28954.92589,10118.05318,6117.361746000001,6677.045314,5431.990415,3614.101285,7429.4558769999985,5154.825496,4684.313807,1341.726931,3160.454906,7121.924704000001,9767.29753,2253.023004,7113.692252,4247.400261,5838.347657,16999.4333,8792.573126000001,35767.43303,9230.240708,10165.49518],\"xaxis\":\"x\",\"y\":[73.275,62.05,69.388,78.61,75.816,70.313,77.26,76.15100000000002,69.957,72.312,69.535,66.322,56.67100000000001,67.65899999999999,72.262,73.67,68.426,73.738,69.4,68.38600000000001,74.917,69.465,76.81,74.223,72.146],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=1997<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[18565243,3676187],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[26997.93657,21050.41377],\"xaxis\":\"x\",\"y\":[78.83,77.55],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"1997\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[25268405,656397,135656790,12926707,1280400000,6762476,1034172547,211060000,66907826,24001816,6029529,127065841,5307470,22215365,47969150,2111561,3677780,22662365,2674234,45598081,25873917,2713462,153403524,82995088,24501530,4197776,19576783,17155814,22454239,62806748,80908147,3389578,18701257],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[726.7340548,23403.55927,1136.3904300000004,896.2260152999999,3119.280896,30209.015160000006,1746.769454,2873.91287,9240.761975,4390.717312,21905.59514,28604.5919,3844.917194,1646.758151,19233.98818,35110.10566,9313.93883,10206.97794,2140.739323,611.0,1057.206311,19774.83687,2092.712441,2650.921068,19014.54118,36023.1054,3015.378833,4090.925331,23235.42329,5913.187529,1764.456677,4515.487575,2234.820827],\"xaxis\":\"x\",\"y\":[42.129,74.795,62.01300000000001,56.752,72.028,81.495,62.879,68.58800000000001,69.45100000000001,57.04600000000001,79.696,82.0,71.263,66.66199999999999,77.045,76.904,71.028,73.044,65.033,59.908,61.34,74.193,63.61,70.303,71.626,78.77,70.815,73.053,76.99,68.564,73.017,72.37,60.308],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[3508512,8148312,10311970,4165416,7661799,4481020,10256295,5374693,5193039,59925035,82350671,10603863,10083313,288030,3879155,57926999,720230,16122830,4535591,38625976,10433867,22404337,10111559,5410052,2011497,40152517,8954175,7361757,67308928,59912431],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[4604.211737,32417.60769,30485.88375,6018.975239,7696.777725,11628.38895,17596.210219999994,32166.50006,28204.59057,28926.03234,30035.80198,22514.2548,14843.93556,31163.20196,34077.04939,27968.09817,6557.194282,33724.75778,44683.97525,12002.23908,19970.90787,7885.360081,7236.075251,13638.778369999998,20660.01936,24835.47166,29341.630930000007,34480.95771,6508.085718,29478.99919],\"xaxis\":\"x\",\"y\":[75.65100000000002,78.98,78.32,74.09,72.14,74.876,75.51,77.18,78.37,79.59,78.67,78.256,72.59,80.5,77.783,80.24,73.98100000000002,78.53,79.05,74.67,77.29,71.322,73.21300000000002,73.8,76.66,79.78,80.04,80.62,70.845,78.471],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[31287142,10866106,7026113,1630347,12251209,7021078,15929988,4048013,8835739,614382,55379852,3328795,16252726,447416,73312559,495627,4414865,67946797,1299304,1457766,20550751,8807818,1332459,31386842,2046772,2814651,5368585,16473477,11824495,10580176,2828858,1200206,31167783,18473780,1972153,11140655,119901274,743981,7852401,170372,10870037,5359092,7753310,44433622,37090298,1130269,34593779,4977378,9770575,24739869,10595811,11926563],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[5288.040382,2773.287312,1372.877931,11003.60508,1037.645221,446.4035126,1934.011449,738.6906068,1156.18186,1075.811558,241.1658765,3484.06197,1648.800823,1908.260867,4754.604414,7703.4959,765.3500015,530.0535319,12521.71392,660.5855997,1111.9845779999996,945.5835837,575.7047176,1287.514732,1275.184575,531.4823679,9534.677467,894.6370822,665.4231186000002,951.4097518,1579.019543,9021.815894,3258.495584,633.6179466,4072.324751,601.0745012,1615.286395,6316.1652,785.6537647999999,1353.09239,1519.635262,699.4897129999998,882.0818218000002,7710.946444,1993.398314,4128.116943,899.0742111,886.2205765000001,5722.895654999998,927.7210018,1071.6139380000004,672.0386227000001],\"xaxis\":\"x\",\"y\":[70.994,41.003,54.40600000000001,46.63399999999999,50.65,47.36,49.856,43.308,50.525,62.974,44.966,52.97,46.832,53.37300000000001,69.806,49.348,55.24,50.725,56.761,58.041,58.453,53.676,45.504,50.992,44.593,43.753,72.737,57.286,45.00899999999999,51.81800000000001,62.247,71.954,69.615,44.026,51.479,54.496,46.608,75.744,43.413,64.337,61.6,41.012,45.93600000000001,53.365,56.369,43.869,49.651,57.56100000000001,73.042,47.813,39.19300000000001,39.989],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[38331121,8445134,179914212,31902268,15497046,41008227,3834934,11226999,8650322,12921234,6353681,11178650,7607651,6677328,2664659,102479927,5146848,2990875,5884491,26769436,3859606,1101832,287675526,3363085,24287670],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[8797.640716,3413.26269,8131.212843000001,33328.96507,10778.78385,5755.259962,7723.447195000002,6340.646683,4563.808154,5773.044512,5351.568665999999,4858.347495,1270.364932,3099.72866,6994.774861,10742.44053,2474.548819,7356.0319340000015,3783.674243,5909.020073,18855.60618,11460.60023,39097.09955,7727.002004000001,8605.047831],\"xaxis\":\"x\",\"y\":[74.34,63.883,71.006,79.77,77.86,71.682,78.123,77.158,70.847,74.173,70.734,68.97800000000001,58.137,68.565,72.047,74.902,70.836,74.712,70.755,69.906,77.778,68.976,77.31,75.307,72.766],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2002<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[19546792,3908037],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[30687.75473,23189.80135],\"xaxis\":\"x\",\"y\":[80.37,79.11],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"2002\"},{\"data\":[{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Asia<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Afghanistan\",\"Bahrain\",\"Bangladesh\",\"Cambodia\",\"China\",\"Hong Kong, China\",\"India\",\"Indonesia\",\"Iran\",\"Iraq\",\"Israel\",\"Japan\",\"Jordan\",\"Korea, Dem. Rep.\",\"Korea, Rep.\",\"Kuwait\",\"Lebanon\",\"Malaysia\",\"Mongolia\",\"Myanmar\",\"Nepal\",\"Oman\",\"Pakistan\",\"Philippines\",\"Saudi Arabia\",\"Singapore\",\"Sri Lanka\",\"Syria\",\"Taiwan\",\"Thailand\",\"Vietnam\",\"West Bank and Gaza\",\"Yemen, Rep.\"],\"legendgroup\":\"Asia\",\"marker\":{\"color\":\"#636efa\",\"size\":[31889923,708573,150448339,14131858,1318683096,6980412,1110396331,223547000,69453570,27499638,6426679,127467972,6053193,23301725,49044790,2505559,3921278,24821286,2874127,47761980,28901790,3204897,169270617,91077287,27601038,4553009,20378239,19314747,23174294,65068149,85262356,4018332,22211743],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Asia\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[974.5803384,29796.04834,1391.253792,1713.778686,4959.114854,39724.97867,2452.210407,3540.651564,11605.71449,4471.061906,25523.2771,31656.06806,4519.461171,1593.06548,23348.139730000006,47306.98978,10461.05868,12451.6558,3095.7722710000007,944.0,1091.359778,22316.19287,2605.94758,3190.481016,21654.83194,47143.17964,3970.095407,4184.548089,28718.27684,7458.396326999998,2441.576404,3025.349798,2280.769906],\"xaxis\":\"x\",\"y\":[43.828,75.635,64.062,59.723,72.961,82.208,64.69800000000001,70.65,70.964,59.545,80.745,82.603,72.535,67.297,78.623,77.58800000000002,71.993,74.241,66.803,62.069,63.785,75.64,65.483,71.688,72.777,79.972,72.396,74.143,78.4,70.616,74.249,73.422,62.698],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Europe<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Albania\",\"Austria\",\"Belgium\",\"Bosnia and Herzegovina\",\"Bulgaria\",\"Croatia\",\"Czech Republic\",\"Denmark\",\"Finland\",\"France\",\"Germany\",\"Greece\",\"Hungary\",\"Iceland\",\"Ireland\",\"Italy\",\"Montenegro\",\"Netherlands\",\"Norway\",\"Poland\",\"Portugal\",\"Romania\",\"Serbia\",\"Slovak Republic\",\"Slovenia\",\"Spain\",\"Sweden\",\"Switzerland\",\"Turkey\",\"United Kingdom\"],\"legendgroup\":\"Europe\",\"marker\":{\"color\":\"#EF553B\",\"size\":[3600523,8199783,10392226,4552198,7322858,4493312,10228744,5468120,5238460,61083916,82400996,10706290,9956108,301931,4109086,58147733,684736,16570613,4627926,38518241,10642836,22276056,10150265,5447502,2009245,40448191,9031088,7554661,71158647,60776238],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Europe\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[5937.029525999998,36126.4927,33692.60508,7446.298803,10680.79282,14619.222719999998,22833.30851,35278.41874,33207.0844,30470.0167,32170.37442,27538.41188,18008.94444,36180.78919,40675.99635,28569.7197,9253.896111,36797.93332,49357.19017,15389.924680000002,20509.64777,10808.47561,9786.534714,18678.31435,25768.25759,28821.0637,33859.74835,37506.41907,8458.276384,33203.26128],\"xaxis\":\"x\",\"y\":[76.423,79.829,79.441,74.852,73.005,75.748,76.486,78.332,79.313,80.657,79.406,79.483,73.33800000000002,81.757,78.885,80.546,74.543,79.762,80.196,75.563,78.098,72.476,74.002,74.663,77.926,80.941,80.884,81.70100000000002,71.777,79.425],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Africa<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Algeria\",\"Angola\",\"Benin\",\"Botswana\",\"Burkina Faso\",\"Burundi\",\"Cameroon\",\"Central African Republic\",\"Chad\",\"Comoros\",\"Congo, Dem. Rep.\",\"Congo, Rep.\",\"Cote d'Ivoire\",\"Djibouti\",\"Egypt\",\"Equatorial Guinea\",\"Eritrea\",\"Ethiopia\",\"Gabon\",\"Gambia\",\"Ghana\",\"Guinea\",\"Guinea-Bissau\",\"Kenya\",\"Lesotho\",\"Liberia\",\"Libya\",\"Madagascar\",\"Malawi\",\"Mali\",\"Mauritania\",\"Mauritius\",\"Morocco\",\"Mozambique\",\"Namibia\",\"Niger\",\"Nigeria\",\"Reunion\",\"Rwanda\",\"Sao Tome and Principe\",\"Senegal\",\"Sierra Leone\",\"Somalia\",\"South Africa\",\"Sudan\",\"Swaziland\",\"Tanzania\",\"Togo\",\"Tunisia\",\"Uganda\",\"Zambia\",\"Zimbabwe\"],\"legendgroup\":\"Africa\",\"marker\":{\"color\":\"#00cc96\",\"size\":[33333216,12420476,8078314,1639131,14326203,8390505,17696293,4369038,10238807,710960,64606759,3800610,18013409,496374,80264543,551201,4906585,76511887,1454867,1688359,22873338,9947814,1472041,35610177,2012649,3193942,6036914,19167654,13327079,12031795,3270065,1250882,33757175,19951656,2055080,12894865,135031164,798094,8860588,199579,12267493,6144562,9118773,43997828,42292929,1133066,38139640,5701579,10276158,29170398,11746035,12311143],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Africa\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[6223.367465,4797.231267,1441.284873,12569.85177,1217.032994,430.0706916,2042.09524,706.016537,1704.063724,986.1478792,277.5518587,3632.557798,1544.750112,2082.4815670000007,5581.180998,12154.08975,641.3695236000002,690.8055759,13206.48452,752.7497265,1327.60891,942.6542111,579.2317429999998,1463.249282,1569.331442,414.5073415,12057.49928,1044.770126,759.3499101,1042.581557,1803.151496,10956.99112,3820.17523,823.6856205,4811.060429,619.6768923999998,2013.977305,7670.122558,863.0884639000002,1598.435089,1712.472136,862.5407561000002,926.1410683,9269.657808,2602.394995,4513.480643,1107.482182,882.9699437999999,7092.923025,1056.380121,1271.211593,469.70929810000007],\"xaxis\":\"x\",\"y\":[72.301,42.731,56.728,50.728,52.295,49.58,50.43,44.74100000000001,50.651,65.152,46.462,55.322,48.328,54.791,71.33800000000002,51.57899999999999,58.04,52.947,56.735,59.448,60.022,56.007,46.38800000000001,54.11,42.592,45.678,73.952,59.44300000000001,48.303,54.467,64.164,72.801,71.164,42.082,52.90600000000001,56.867,46.859,76.442,46.242,65.528,63.062,42.56800000000001,48.159,49.339,58.556,39.613,52.517,58.42,73.923,51.542,42.38399999999999,43.487],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Americas<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Argentina\",\"Bolivia\",\"Brazil\",\"Canada\",\"Chile\",\"Colombia\",\"Costa Rica\",\"Cuba\",\"Dominican Republic\",\"Ecuador\",\"El Salvador\",\"Guatemala\",\"Haiti\",\"Honduras\",\"Jamaica\",\"Mexico\",\"Nicaragua\",\"Panama\",\"Paraguay\",\"Peru\",\"Puerto Rico\",\"Trinidad and Tobago\",\"United States\",\"Uruguay\",\"Venezuela\"],\"legendgroup\":\"Americas\",\"marker\":{\"color\":\"#ab63fa\",\"size\":[40301927,9119152,190010647,33390141,16284741,44227550,4133884,11416987,9319622,13755680,6939688,12572928,8502814,7483763,2780132,108700891,5675356,3242173,6667147,28674757,3942491,1056608,301139947,3447496,26084662],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Americas\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[12779.37964,3822.137084,9065.800825,36319.23501,13171.63885,7006.580419,9645.06142,8948.102923,6025.3747520000015,6873.262326000001,5728.353514,5186.050003,1201.637154,3548.3308460000007,7320.8802620000015,11977.57496,2749.320965,9809.185636,4172.838464,7408.905561,19328.70901,18008.50924,42951.65309,10611.46299,11415.80569],\"xaxis\":\"x\",\"y\":[75.32,65.554,72.39,80.653,78.553,72.889,78.782,78.273,72.235,74.994,71.878,70.259,60.916,70.19800000000001,72.567,76.195,72.899,75.53699999999998,71.752,71.421,78.74600000000002,69.819,78.242,76.384,73.747],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"<b>%{hovertext}</b><br><br>continent=Oceania<br>year=2007<br>gdpPercap=%{x}<br>lifeExp=%{y}<br>pop=%{marker.size}<extra></extra>\",\"hovertext\":[\"Australia\",\"New Zealand\"],\"legendgroup\":\"Oceania\",\"marker\":{\"color\":\"#FFA15A\",\"size\":[20434176,4115771],\"sizemode\":\"area\",\"sizeref\":366300.86,\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"Oceania\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[34435.367439999995,25185.00911],\"xaxis\":\"x\",\"y\":[81.235,80.204],\"yaxis\":\"y\",\"type\":\"scatter\"}],\"name\":\"2007\"}]);\n",
              "                        }).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('dc77d5b7-deef-4ade-bf18-c9de48f10a6a');\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": "markdown",
      "source": [
        "## Importing Data"
      ],
      "metadata": {
        "id": "AgeNH_EWDIZF"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df = pd.read_csv('https://raw.githubusercontent.com/SuperDataWorld/Python/main/Data/bikerental.csv')"
      ],
      "metadata": {
        "id": "xO5Bgy1yCNFR"
      },
      "execution_count": 4,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 250
        },
        "id": "1Dkaxtkl-xWS",
        "outputId": "4adefbec-53ad-434c-8cb3-a0e0ab335e81"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "   instant      dteday  season  yr  mnth  holiday  weekday  workingday  \\\n",
              "0        1  2011-01-01       1   0     1        0        6           0   \n",
              "1        2  2011-01-02       1   0     1        0        0           0   \n",
              "2        3  2011-01-03       1   0     1        0        1           1   \n",
              "3        4  2011-01-04       1   0     1        0        2           1   \n",
              "4        5  2011-01-05       1   0     1        0        3           1   \n",
              "\n",
              "   weathersit      temp     atemp       hum  windspeed  casual  registered  \\\n",
              "0           2  0.344167  0.363625  0.805833   0.160446     331         654   \n",
              "1           2  0.363478  0.353739  0.696087   0.248539     131         670   \n",
              "2           1  0.196364  0.189405  0.437273   0.248309     120        1229   \n",
              "3           1  0.200000  0.212122  0.590435   0.160296     108        1454   \n",
              "4           1  0.226957  0.229270  0.436957   0.186900      82        1518   \n",
              "\n",
              "    cnt  \n",
              "0   985  \n",
              "1   801  \n",
              "2  1349  \n",
              "3  1562  \n",
              "4  1600  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-45e3b86a-283b-40aa-b170-19626ad45748\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>instant</th>\n",
              "      <th>dteday</th>\n",
              "      <th>season</th>\n",
              "      <th>yr</th>\n",
              "      <th>mnth</th>\n",
              "      <th>holiday</th>\n",
              "      <th>weekday</th>\n",
              "      <th>workingday</th>\n",
              "      <th>weathersit</th>\n",
              "      <th>temp</th>\n",
              "      <th>atemp</th>\n",
              "      <th>hum</th>\n",
              "      <th>windspeed</th>\n",
              "      <th>casual</th>\n",
              "      <th>registered</th>\n",
              "      <th>cnt</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>6</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>0.344167</td>\n",
              "      <td>0.363625</td>\n",
              "      <td>0.805833</td>\n",
              "      <td>0.160446</td>\n",
              "      <td>331</td>\n",
              "      <td>654</td>\n",
              "      <td>985</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>0.363478</td>\n",
              "      <td>0.353739</td>\n",
              "      <td>0.696087</td>\n",
              "      <td>0.248539</td>\n",
              "      <td>131</td>\n",
              "      <td>670</td>\n",
              "      <td>801</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>2011-01-03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0.196364</td>\n",
              "      <td>0.189405</td>\n",
              "      <td>0.437273</td>\n",
              "      <td>0.248309</td>\n",
              "      <td>120</td>\n",
              "      <td>1229</td>\n",
              "      <td>1349</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>4</td>\n",
              "      <td>2011-01-04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0.200000</td>\n",
              "      <td>0.212122</td>\n",
              "      <td>0.590435</td>\n",
              "      <td>0.160296</td>\n",
              "      <td>108</td>\n",
              "      <td>1454</td>\n",
              "      <td>1562</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>5</td>\n",
              "      <td>2011-01-05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>3</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0.226957</td>\n",
              "      <td>0.229270</td>\n",
              "      <td>0.436957</td>\n",
              "      <td>0.186900</td>\n",
              "      <td>82</td>\n",
              "      <td>1518</td>\n",
              "      <td>1600</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-45e3b86a-283b-40aa-b170-19626ad45748')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-45e3b86a-283b-40aa-b170-19626ad45748 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-45e3b86a-283b-40aa-b170-19626ad45748');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#Scatterplot"
      ],
      "metadata": {
        "id": "P73whqFWDMLQ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "fig = px.scatter(df, x = 'casual', y = 'windspeed')\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "1iCAyMsvDUn2",
        "outputId": "b63b1575-f62a-4d51-9ee6-81b474ce2dac"
      },
      "execution_count": 6,
      "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=\"00b716be-c5c7-4840-962a-d3fc202b9386\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"00b716be-c5c7-4840-962a-d3fc202b9386\")) {                    Plotly.newPlot(                        \"00b716be-c5c7-4840-962a-d3fc202b9386\",                        [{\"hovertemplate\":\"casual=%{x}<br>windspeed=%{y}<extra></extra>\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"x\":[331,131,120,108,82,88,148,68,54,41,43,25,38,54,222,251,117,9,78,83,75,93,150,86,186,34,15,38,123,140,42,47,72,61,88,100,354,120,64,53,47,149,288,397,208,140,218,259,579,532,639,195,74,139,100,120,424,694,81,137,231,123,214,640,114,244,316,191,46,247,724,982,359,289,321,424,884,1424,1047,401,460,203,166,300,981,472,222,317,168,179,307,898,1651,734,167,413,571,172,879,1188,855,257,209,529,642,121,1558,669,409,613,745,177,1462,1710,773,678,547,569,878,1965,1138,847,603,255,614,894,1612,1401,664,694,550,695,692,902,1582,773,678,536,735,909,2258,1576,836,659,740,758,871,2001,2355,1549,673,513,736,898,1869,1685,673,763,676,563,815,1729,1467,863,727,769,545,863,1807,1639,699,774,661,746,969,1782,1920,854,732,848,1027,1246,2204,2282,3065,1031,784,754,692,1988,1743,723,662,748,888,1318,2418,2006,841,752,644,632,562,987,1050,568,750,755,606,670,1559,1524,729,801,467,799,1023,1521,1298,846,907,884,812,1051,1504,1338,775,721,668,639,797,1914,1249,833,1281,949,435,768,226,1415,729,775,688,783,875,1935,2521,1236,204,118,153,417,1750,1633,690,701,647,428,742,1434,1353,691,438,539,555,258,1776,1544,684,477,480,653,830,480,616,330,486,559,639,949,2235,2397,1514,667,217,290,529,1899,1748,713,637,254,471,676,1499,1619,699,695,404,240,456,57,885,362,410,370,318,470,1156,952,373,376,305,190,440,1275,1004,595,449,145,139,245,943,787,220,69,112,560,1095,1249,810,253,96,188,182,268,706,634,233,126,50,150,261,502,377,143,155,178,181,178,275,220,260,216,107,227,163,155,303,430,103,255,254,491,665,686,244,89,95,140,307,1070,599,106,173,92,269,174,333,284,217,127,109,130,115,67,196,145,439,467,244,269,775,558,126,324,304,190,310,384,318,206,199,109,163,227,192,73,94,135,141,74,349,1435,618,502,163,394,516,246,317,515,253,229,65,325,246,956,710,203,221,432,486,447,968,1658,838,762,997,1005,548,3155,2207,982,1051,1122,1334,2469,1033,1532,795,531,674,834,796,2301,2347,1208,1348,1058,1192,1807,3252,2230,905,819,482,663,1252,2795,2846,1198,989,347,846,1340,2541,120,195,518,655,475,1014,1120,2229,665,653,667,764,1069,2496,2135,1008,738,620,1026,1319,2622,2172,342,625,991,1242,1521,3410,2704,630,819,766,1059,1417,2855,3283,2557,880,745,1100,533,2795,2494,1071,968,1027,1038,1488,2708,2224,1017,477,1173,1180,1563,2963,2634,653,968,872,778,964,2657,2551,1139,1077,1077,921,829,1455,1421,904,1052,2562,1405,1366,1448,1203,998,954,975,1032,1511,2355,1920,1088,921,799,888,747,1264,2544,1135,1140,1383,1036,1259,2234,2153,1040,968,1074,983,1328,2345,1707,1233,1278,1263,1196,1065,2247,2182,1207,1128,1198,1338,1483,2827,1208,1026,1081,1094,1363,1325,1829,1483,989,935,1177,1172,1433,2352,2613,1965,867,832,611,1045,1557,2570,1118,1070,1050,1054,1379,3160,2166,1022,371,788,939,1250,2512,2454,1001,845,787,751,1045,2589,2015,763,315,728,891,1516,3031,781,874,601,780,834,1060,2252,2080,760,922,979,1008,753,2806,2132,830,841,795,875,1182,2643,998,2,87,419,466,618,1029,1201,378,466,326,340,709,2090,2290,1097,327,373,320,484,1313,922,449,534,615,955,1603,532,309,337,123,198,243,362,951,892,555,551,331,340,349,1153,441,329,282,310,425,429,767,538,212,433,333,314,221,205,408,174,440,9,247,644,159,364,439],\"xaxis\":\"x\",\"y\":[0.160446,0.248539,0.248309,0.160296,0.1869,0.0895652,0.168726,0.266804,0.36195,0.223267,0.122132,0.304627,0.301,0.126548,0.157963,0.188433,0.194017,0.146775,0.208317,0.195904,0.353242,0.17197,0.2466,0.15833,0.129796,0.29385,0.113837,0.1233,0.145365,0.0739826,0.187192,0.053213,0.264308,0.277752,0.127839,0.161079,0.1418,0.0454083,0.36195,0.188839,0.221935,0.10855,0.203367,0.260883,0.417908,0.291374,0.251791,0.230104,0.264925,0.507463,0.223235,0.307846,0.195683,0.094113,0.250496,0.346539,0.186571,0.125248,0.289686,0.216425,0.307833,0.225754,0.203346,0.251871,0.343287,0.341352,0.12065,0.22015,0.261877,0.23297,0.220775,0.270604,0.136926,0.184309,0.203117,0.209579,0.231017,0.368167,0.207721,0.288783,0.22575,0.234261,0.243787,0.230725,0.209571,0.1843,0.212204,0.226996,0.172888,0.217646,0.258708,0.197146,0.182213,0.385571,0.388067,0.263063,0.162312,0.226992,0.133083,0.146767,0.324474,0.274879,0.250617,0.1107,0.226375,0.340808,0.303496,0.163567,0.157971,0.241925,0.325258,0.219521,0.230725,0.192175,0.185333,0.3265,0.3122,0.320908,0.240063,0.235075,0.106354,0.183454,0.342667,0.328996,0.295392,0.228246,0.16045,0.0746375,0.176,0.115671,0.120642,0.189667,0.179725,0.13495,0.152979,0.126871,0.277354,0.201492,0.108213,0.125013,0.12065,0.148008,0.233842,0.207092,0.154233,0.199642,0.240679,0.230092,0.213938,0.131225,0.111329,0.207092,0.292287,0.253121,0.123142,0.138692,0.121896,0.187808,0.136817,0.149883,0.140554,0.15485,0.163567,0.30535,0.269283,0.167912,0.206471,0.143029,0.119408,0.102,0.155475,0.171025,0.172262,0.238804,0.222025,0.209571,0.0945333,0.107588,0.144283,0.261821,0.185312,0.102608,0.115062,0.228858,0.0814792,0.126258,0.149883,0.1592,0.225129,0.167912,0.183471,0.282337,0.200254,0.146133,0.240667,0.182833,0.208342,0.245033,0.215804,0.1306,0.113817,0.222021,0.1331,0.131221,0.169171,0.0908083,0.200258,0.183463,0.178479,0.174138,0.168537,0.164813,0.156717,0.20585,0.135583,0.19715,0.184696,0.22825,0.201487,0.192175,0.151121,0.200258,0.164796,0.125621,0.211454,0.222633,0.208954,0.236329,0.143667,0.233208,0.139308,0.104467,0.248754,0.27675,0.146763,0.253108,0.210833,0.0839625,0.375617,0.304659,0.159825,0.125008,0.0833333,0.141796,0.139929,0.185325,0.206467,0.212696,0.343943,0.0970208,0.192748,0.124379,0.153608,0.115054,0.088913,0.141804,0.1673,0.271146,0.164183,0.189675,0.178483,0.151742,0.134954,0.0964042,0.128125,0.0783667,0.0783833,0.0503792,0.1107,0.118171,0.148629,0.172883,0.206475,0.292296,0.222013,0.0833458,0.205854,0.17725,0.134954,0.0223917,0.0454042,0.06345,0.0423042,0.143042,0.24815,0.141787,0.223883,0.258083,0.281717,0.175379,0.110087,0.243339,0.422275,0.221396,0.0926667,0.0995125,0.118792,0.166658,0.148642,0.197763,0.229479,0.351371,0.176617,0.10635,0.135571,0.0820917,0.136817,0.271779,0.189062,0.0920542,0.057225,0.0690375,0.0621958,0.189067,0.314675,0.212062,0.281721,0.306596,0.199633,0.136829,0.305362,0.168533,0.224496,0.18595,0.138054,0.118792,0.335825,0.167304,0.0988958,0.0684208,0.208954,0.142122,0.258092,0.271158,0.220158,0.100754,0.0957833,0.0839583,0.0622083,0.232583,0.266175,0.240058,0.0827167,0.233221,0.0665417,0.06345,0.14055,0.0609583,0.268042,0.260575,0.243167,0.169779,0.172896,0.0615708,0.2214,0.047275,0.274246,0.190304,0.155091,0.239465,0.18845,0.293961,0.119412,0.134337,0.220154,0.192167,0.329665,0.365671,0.1847,0.129987,0.167908,0.174758,0.191542,0.0989,0.187552,0.131221,0.180967,0.378108,0.187183,0.251258,0.231358,0.34913,0.415429,0.220158,0.20275,0.222642,0.199638,0.110708,0.123767,0.161071,0.0733958,0.342667,0.210829,0.24005,0.215792,0.261817,0.189067,0.187187,0.178496,0.121896,0.175996,0.1538,0.147379,0.133721,0.194037,0.116929,0.289796,0.409212,0.167283,0.141179,0.1816,0.091425,0.205846,0.190929,0.253112,0.229083,0.205717,0.234471,0.190913,0.237567,0.421642,0.205229,0.268033,0.193417,0.179117,0.226987,0.144904,0.161079,0.334571,0.228858,0.200875,0.345779,0.441563,0.4148,0.22575,0.222587,0.207713,0.23695,0.115062,0.149883,0.113192,0.110704,0.126883,0.162317,0.121271,0.0895583,0.117562,0.1163,0.192783,0.220775,0.386821,0.187192,0.291671,0.31965,0.138067,0.250617,0.172267,0.312139,0.100133,0.180975,0.219529,0.300388,0.274871,0.232596,0.358196,0.249375,0.295274,0.290429,0.155471,0.190917,0.225129,0.284829,0.273629,0.167912,0.0659292,0.149871,0.283587,0.344546,0.303496,0.249383,0.118792,0.176625,0.347633,0.129975,0.116908,0.171638,0.156096,0.138058,0.133696,0.162938,0.152992,0.149879,0.230721,0.296029,0.216412,0.314063,0.236937,0.123133,0.225117,0.212692,0.147392,0.122512,0.229475,0.136817,0.083975,0.254367,0.233204,0.118167,0.102,0.172896,0.14055,0.198992,0.215171,0.196521,0.2954,0.134329,0.195279,0.237563,0.186562,0.184087,0.284833,0.209575,0.077125,0.15735,0.175383,0.144287,0.133721,0.207713,0.214546,0.343279,0.253733,0.176617,0.166667,0.144904,0.174746,0.148017,0.113812,0.118787,0.182842,0.179721,0.145525,0.300383,0.347642,0.271775,0.17165,0.165417,0.161071,0.168529,0.195267,0.126237,0.13495,0.194029,0.146142,0.163554,0.125629,0.180975,0.151737,0.151733,0.146775,0.08085,0.143679,0.166667,0.164187,0.114429,0.137442,0.165429,0.208967,0.2133,0.0939208,0.138683,0.211454,0.1648,0.284813,0.152992,0.15735,0.170396,0.153617,0.165425,0.141179,0.129354,0.215792,0.257458,0.290421,0.129354,0.116908,0.1107,0.1561,0.238813,0.206479,0.122512,0.136212,0.169158,0.169771,0.141796,0.231354,0.177867,0.08645,0.129979,0.0727708,0.0702833,0.0845958,0.0721458,0.244408,0.228858,0.128733,0.190925,0.112562,0.0771167,0.168533,0.113187,0.0640708,0.151121,0.236321,0.187808,0.142421,0.171646,0.281104,0.224496,0.258713,0.0920542,0.131846,0.0827208,0.103863,0.247521,0.0901833,0.151742,0.357587,0.215175,0.118167,0.154229,0.283583,0.223258,0.142404,0.236321,0.2444,0.134342,0.164179,0.227604,0.134958,0.0908042,0.104475,0.0665458,0.117546,0.10635,0.268025,0.141162,0.189679,0.1903,0.187821,0.181596,0.235092,0.146142,0.278612,0.296037,0.182221,0.101371,0.236937,0.134954,0.117537,0.166054,0.0814833,0.0945458,0.0727792,0.124375,0.132467,0.235692,0.398008,0.3582,0.213009,0.166667,0.157346,0.266175,0.270529,0.179108,0.236325,0.173513,0.304108,0.347835,0.214558,0.0578458,0.1275,0.173517,0.342046,0.199625,0.152987,0.171025,0.179729,0.227612,0.235067,0.082725,0.103246,0.0528708,0.148021,0.376871,0.1505,0.04665,0.237562,0.210821,0.115522,0.0584708,0.0597042,0.124379,0.0827208,0.174129,0.324021,0.174754,0.1306,0.101379,0.157975,0.190308,0.296037,0.162937,0.174129,0.131229,0.10635,0.100742,0.0982583,0.221404,0.184092,0.132463,0.374383,0.407346,0.133083,0.0772304,0.168726,0.316546,0.350133,0.155471,0.124383,0.350754,0.154846],\"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\":\"casual\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"windspeed\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60}},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('00b716be-c5c7-4840-962a-d3fc202b9386');\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": [
        "df['season'] = df['season'].astype(str)\n",
        "\n",
        "fig = px.scatter(\n",
        "    df, \n",
        "    x = 'casual', \n",
        "    y = 'windspeed', \n",
        "    color ='season',\n",
        ")\n",
        "\n",
        "fig.update_layout(    \n",
        "    title = 'Casual Bike Rentals V Windspeed',\n",
        "    width = 1000,\n",
        "    height = 500,\n",
        "    xaxis_title = 'Casual Bike Rentals',\n",
        "    yaxis_title = 'Windspeed',\n",
        "    template=\"simple_white\",\n",
        ")\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 517
        },
        "id": "4Tv-VGzwDz-2",
        "outputId": "1dbb7685-6417-4f94-9f60-2d960d730c11"
      },
      "execution_count": 28,
      "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=\"3d3f42f7-b788-4340-bd40-ac70e123ca40\" class=\"plotly-graph-div\" style=\"height:500px; width:1000px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"3d3f42f7-b788-4340-bd40-ac70e123ca40\")) {                    Plotly.newPlot(                        \"3d3f42f7-b788-4340-bd40-ac70e123ca40\",                        [{\"hovertemplate\":\"season=1<br>casual=%{x}<br>windspeed=%{y}<extra></extra>\",\"legendgroup\":\"1\",\"marker\":{\"color\":\"#636efa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"1\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[331,131,120,108,82,88,148,68,54,41,43,25,38,54,222,251,117,9,78,83,75,93,150,86,186,34,15,38,123,140,42,47,72,61,88,100,354,120,64,53,47,149,288,397,208,140,218,259,579,532,639,195,74,139,100,120,424,694,81,137,231,123,214,640,114,244,316,191,46,247,724,982,359,289,321,424,884,1424,1047,107,227,163,155,303,430,103,255,254,491,665,686,244,89,95,140,307,1070,599,106,173,92,269,174,333,284,217,127,109,130,115,67,196,145,439,467,244,269,775,558,126,324,304,190,310,384,318,206,199,109,163,227,192,73,94,135,141,74,349,1435,618,502,163,394,516,246,317,515,253,229,65,325,246,956,710,203,221,432,486,447,968,1658,838,762,997,1005,548,3155,2207,982,1051,221,205,408,174,440,9,247,644,159,364,439],\"xaxis\":\"x\",\"y\":[0.160446,0.248539,0.248309,0.160296,0.1869,0.0895652,0.168726,0.266804,0.36195,0.223267,0.122132,0.304627,0.301,0.126548,0.157963,0.188433,0.194017,0.146775,0.208317,0.195904,0.353242,0.17197,0.2466,0.15833,0.129796,0.29385,0.113837,0.1233,0.145365,0.0739826,0.187192,0.053213,0.264308,0.277752,0.127839,0.161079,0.1418,0.0454083,0.36195,0.188839,0.221935,0.10855,0.203367,0.260883,0.417908,0.291374,0.251791,0.230104,0.264925,0.507463,0.223235,0.307846,0.195683,0.094113,0.250496,0.346539,0.186571,0.125248,0.289686,0.216425,0.307833,0.225754,0.203346,0.251871,0.343287,0.341352,0.12065,0.22015,0.261877,0.23297,0.220775,0.270604,0.136926,0.184309,0.203117,0.209579,0.231017,0.368167,0.207721,0.2214,0.047275,0.274246,0.190304,0.155091,0.239465,0.18845,0.293961,0.119412,0.134337,0.220154,0.192167,0.329665,0.365671,0.1847,0.129987,0.167908,0.174758,0.191542,0.0989,0.187552,0.131221,0.180967,0.378108,0.187183,0.251258,0.231358,0.34913,0.415429,0.220158,0.20275,0.222642,0.199638,0.110708,0.123767,0.161071,0.0733958,0.342667,0.210829,0.24005,0.215792,0.261817,0.189067,0.187187,0.178496,0.121896,0.175996,0.1538,0.147379,0.133721,0.194037,0.116929,0.289796,0.409212,0.167283,0.141179,0.1816,0.091425,0.205846,0.190929,0.253112,0.229083,0.205717,0.234471,0.190913,0.237567,0.421642,0.205229,0.268033,0.193417,0.179117,0.226987,0.144904,0.161079,0.334571,0.228858,0.200875,0.345779,0.441563,0.4148,0.22575,0.222587,0.207713,0.23695,0.115062,0.149883,0.113192,0.110704,0.126883,0.162317,0.121271,0.374383,0.407346,0.133083,0.0772304,0.168726,0.316546,0.350133,0.155471,0.124383,0.350754,0.154846],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"season=2<br>casual=%{x}<br>windspeed=%{y}<extra></extra>\",\"legendgroup\":\"2\",\"marker\":{\"color\":\"#EF553B\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"2\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[401,460,203,166,300,981,472,222,317,168,179,307,898,1651,734,167,413,571,172,879,1188,855,257,209,529,642,121,1558,669,409,613,745,177,1462,1710,773,678,547,569,878,1965,1138,847,603,255,614,894,1612,1401,664,694,550,695,692,902,1582,773,678,536,735,909,2258,1576,836,659,740,758,871,2001,2355,1549,673,513,736,898,1869,1685,673,763,676,563,815,1729,1467,863,727,769,545,863,1807,1639,699,1122,1334,2469,1033,1532,795,531,674,834,796,2301,2347,1208,1348,1058,1192,1807,3252,2230,905,819,482,663,1252,2795,2846,1198,989,347,846,1340,2541,120,195,518,655,475,1014,1120,2229,665,653,667,764,1069,2496,2135,1008,738,620,1026,1319,2622,2172,342,625,991,1242,1521,3410,2704,630,819,766,1059,1417,2855,3283,2557,880,745,1100,533,2795,2494,1071,968,1027,1038,1488,2708,2224,1017,477,1173,1180,1563,2963,2634,653,968,872],\"xaxis\":\"x\",\"y\":[0.288783,0.22575,0.234261,0.243787,0.230725,0.209571,0.1843,0.212204,0.226996,0.172888,0.217646,0.258708,0.197146,0.182213,0.385571,0.388067,0.263063,0.162312,0.226992,0.133083,0.146767,0.324474,0.274879,0.250617,0.1107,0.226375,0.340808,0.303496,0.163567,0.157971,0.241925,0.325258,0.219521,0.230725,0.192175,0.185333,0.3265,0.3122,0.320908,0.240063,0.235075,0.106354,0.183454,0.342667,0.328996,0.295392,0.228246,0.16045,0.0746375,0.176,0.115671,0.120642,0.189667,0.179725,0.13495,0.152979,0.126871,0.277354,0.201492,0.108213,0.125013,0.12065,0.148008,0.233842,0.207092,0.154233,0.199642,0.240679,0.230092,0.213938,0.131225,0.111329,0.207092,0.292287,0.253121,0.123142,0.138692,0.121896,0.187808,0.136817,0.149883,0.140554,0.15485,0.163567,0.30535,0.269283,0.167912,0.206471,0.143029,0.119408,0.102,0.155475,0.0895583,0.117562,0.1163,0.192783,0.220775,0.386821,0.187192,0.291671,0.31965,0.138067,0.250617,0.172267,0.312139,0.100133,0.180975,0.219529,0.300388,0.274871,0.232596,0.358196,0.249375,0.295274,0.290429,0.155471,0.190917,0.225129,0.284829,0.273629,0.167912,0.0659292,0.149871,0.283587,0.344546,0.303496,0.249383,0.118792,0.176625,0.347633,0.129975,0.116908,0.171638,0.156096,0.138058,0.133696,0.162938,0.152992,0.149879,0.230721,0.296029,0.216412,0.314063,0.236937,0.123133,0.225117,0.212692,0.147392,0.122512,0.229475,0.136817,0.083975,0.254367,0.233204,0.118167,0.102,0.172896,0.14055,0.198992,0.215171,0.196521,0.2954,0.134329,0.195279,0.237563,0.186562,0.184087,0.284833,0.209575,0.077125,0.15735,0.175383,0.144287,0.133721,0.207713,0.214546,0.343279,0.253733,0.176617,0.166667,0.144904,0.174746,0.148017,0.113812],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"season=3<br>casual=%{x}<br>windspeed=%{y}<extra></extra>\",\"legendgroup\":\"3\",\"marker\":{\"color\":\"#00cc96\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"3\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[774,661,746,969,1782,1920,854,732,848,1027,1246,2204,2282,3065,1031,784,754,692,1988,1743,723,662,748,888,1318,2418,2006,841,752,644,632,562,987,1050,568,750,755,606,670,1559,1524,729,801,467,799,1023,1521,1298,846,907,884,812,1051,1504,1338,775,721,668,639,797,1914,1249,833,1281,949,435,768,226,1415,729,775,688,783,875,1935,2521,1236,204,118,153,417,1750,1633,690,701,647,428,742,1434,1353,691,438,539,555,778,964,2657,2551,1139,1077,1077,921,829,1455,1421,904,1052,2562,1405,1366,1448,1203,998,954,975,1032,1511,2355,1920,1088,921,799,888,747,1264,2544,1135,1140,1383,1036,1259,2234,2153,1040,968,1074,983,1328,2345,1707,1233,1278,1263,1196,1065,2247,2182,1207,1128,1198,1338,1483,2827,1208,1026,1081,1094,1363,1325,1829,1483,989,935,1177,1172,1433,2352,2613,1965,867,832,611,1045,1557,2570,1118,1070,1050,1054,1379,3160,2166,1022,371,788,939,1250,2512],\"xaxis\":\"x\",\"y\":[0.171025,0.172262,0.238804,0.222025,0.209571,0.0945333,0.107588,0.144283,0.261821,0.185312,0.102608,0.115062,0.228858,0.0814792,0.126258,0.149883,0.1592,0.225129,0.167912,0.183471,0.282337,0.200254,0.146133,0.240667,0.182833,0.208342,0.245033,0.215804,0.1306,0.113817,0.222021,0.1331,0.131221,0.169171,0.0908083,0.200258,0.183463,0.178479,0.174138,0.168537,0.164813,0.156717,0.20585,0.135583,0.19715,0.184696,0.22825,0.201487,0.192175,0.151121,0.200258,0.164796,0.125621,0.211454,0.222633,0.208954,0.236329,0.143667,0.233208,0.139308,0.104467,0.248754,0.27675,0.146763,0.253108,0.210833,0.0839625,0.375617,0.304659,0.159825,0.125008,0.0833333,0.141796,0.139929,0.185325,0.206467,0.212696,0.343943,0.0970208,0.192748,0.124379,0.153608,0.115054,0.088913,0.141804,0.1673,0.271146,0.164183,0.189675,0.178483,0.151742,0.134954,0.0964042,0.128125,0.118787,0.182842,0.179721,0.145525,0.300383,0.347642,0.271775,0.17165,0.165417,0.161071,0.168529,0.195267,0.126237,0.13495,0.194029,0.146142,0.163554,0.125629,0.180975,0.151737,0.151733,0.146775,0.08085,0.143679,0.166667,0.164187,0.114429,0.137442,0.165429,0.208967,0.2133,0.0939208,0.138683,0.211454,0.1648,0.284813,0.152992,0.15735,0.170396,0.153617,0.165425,0.141179,0.129354,0.215792,0.257458,0.290421,0.129354,0.116908,0.1107,0.1561,0.238813,0.206479,0.122512,0.136212,0.169158,0.169771,0.141796,0.231354,0.177867,0.08645,0.129979,0.0727708,0.0702833,0.0845958,0.0721458,0.244408,0.228858,0.128733,0.190925,0.112562,0.0771167,0.168533,0.113187,0.0640708,0.151121,0.236321,0.187808,0.142421,0.171646,0.281104,0.224496,0.258713,0.0920542,0.131846,0.0827208,0.103863,0.247521,0.0901833,0.151742,0.357587,0.215175,0.118167,0.154229,0.283583],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"hovertemplate\":\"season=4<br>casual=%{x}<br>windspeed=%{y}<extra></extra>\",\"legendgroup\":\"4\",\"marker\":{\"color\":\"#ab63fa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"4\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[258,1776,1544,684,477,480,653,830,480,616,330,486,559,639,949,2235,2397,1514,667,217,290,529,1899,1748,713,637,254,471,676,1499,1619,699,695,404,240,456,57,885,362,410,370,318,470,1156,952,373,376,305,190,440,1275,1004,595,449,145,139,245,943,787,220,69,112,560,1095,1249,810,253,96,188,182,268,706,634,233,126,50,150,261,502,377,143,155,178,181,178,275,220,260,216,2454,1001,845,787,751,1045,2589,2015,763,315,728,891,1516,3031,781,874,601,780,834,1060,2252,2080,760,922,979,1008,753,2806,2132,830,841,795,875,1182,2643,998,2,87,419,466,618,1029,1201,378,466,326,340,709,2090,2290,1097,327,373,320,484,1313,922,449,534,615,955,1603,532,309,337,123,198,243,362,951,892,555,551,331,340,349,1153,441,329,282,310,425,429,767,538,212,433,333,314],\"xaxis\":\"x\",\"y\":[0.0783667,0.0783833,0.0503792,0.1107,0.118171,0.148629,0.172883,0.206475,0.292296,0.222013,0.0833458,0.205854,0.17725,0.134954,0.0223917,0.0454042,0.06345,0.0423042,0.143042,0.24815,0.141787,0.223883,0.258083,0.281717,0.175379,0.110087,0.243339,0.422275,0.221396,0.0926667,0.0995125,0.118792,0.166658,0.148642,0.197763,0.229479,0.351371,0.176617,0.10635,0.135571,0.0820917,0.136817,0.271779,0.189062,0.0920542,0.057225,0.0690375,0.0621958,0.189067,0.314675,0.212062,0.281721,0.306596,0.199633,0.136829,0.305362,0.168533,0.224496,0.18595,0.138054,0.118792,0.335825,0.167304,0.0988958,0.0684208,0.208954,0.142122,0.258092,0.271158,0.220158,0.100754,0.0957833,0.0839583,0.0622083,0.232583,0.266175,0.240058,0.0827167,0.233221,0.0665417,0.06345,0.14055,0.0609583,0.268042,0.260575,0.243167,0.169779,0.172896,0.0615708,0.223258,0.142404,0.236321,0.2444,0.134342,0.164179,0.227604,0.134958,0.0908042,0.104475,0.0665458,0.117546,0.10635,0.268025,0.141162,0.189679,0.1903,0.187821,0.181596,0.235092,0.146142,0.278612,0.296037,0.182221,0.101371,0.236937,0.134954,0.117537,0.166054,0.0814833,0.0945458,0.0727792,0.124375,0.132467,0.235692,0.398008,0.3582,0.213009,0.166667,0.157346,0.266175,0.270529,0.179108,0.236325,0.173513,0.304108,0.347835,0.214558,0.0578458,0.1275,0.173517,0.342046,0.199625,0.152987,0.171025,0.179729,0.227612,0.235067,0.082725,0.103246,0.0528708,0.148021,0.376871,0.1505,0.04665,0.237562,0.210821,0.115522,0.0584708,0.0597042,0.124379,0.0827208,0.174129,0.324021,0.174754,0.1306,0.101379,0.157975,0.190308,0.296037,0.162937,0.174129,0.131229,0.10635,0.100742,0.0982583,0.221404,0.184092,0.132463],\"yaxis\":\"y\",\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"bar\":[{\"error_x\":{\"color\":\"rgb(36,36,36)\"},\"error_y\":{\"color\":\"rgb(36,36,36)\"},\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"baxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"choropleth\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"contourcarpet\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"contour\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmapgl\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmap\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2dcontour\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2d\"}],\"histogram\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.6}},\"type\":\"histogram\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattermapbox\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolargl\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolar\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"rgb(237,237,237)\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"rgb(217,217,217)\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"colorscale\":{\"diverging\":[[0.0,\"rgb(103,0,31)\"],[0.1,\"rgb(178,24,43)\"],[0.2,\"rgb(214,96,77)\"],[0.3,\"rgb(244,165,130)\"],[0.4,\"rgb(253,219,199)\"],[0.5,\"rgb(247,247,247)\"],[0.6,\"rgb(209,229,240)\"],[0.7,\"rgb(146,197,222)\"],[0.8,\"rgb(67,147,195)\"],[0.9,\"rgb(33,102,172)\"],[1.0,\"rgb(5,48,97)\"]],\"sequential\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"sequentialminus\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]]},\"colorway\":[\"#1F77B4\",\"#FF7F0E\",\"#2CA02C\",\"#D62728\",\"#9467BD\",\"#8C564B\",\"#E377C2\",\"#7F7F7F\",\"#BCBD22\",\"#17BECF\"],\"font\":{\"color\":\"rgb(36,36,36)\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"white\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"white\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"radialaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"zaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}},\"shapedefaults\":{\"fillcolor\":\"black\",\"line\":{\"width\":0},\"opacity\":0.3},\"ternary\":{\"aaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"baxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"caxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Casual Bike Rentals\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Windspeed\"}},\"legend\":{\"title\":{\"text\":\"season\"},\"tracegroupgap\":0},\"margin\":{\"t\":60},\"title\":{\"text\":\"Casual Bike Rentals V Windspeed\"},\"width\":1000,\"height\":500},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('3d3f42f7-b788-4340-bd40-ac70e123ca40');\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": "markdown",
      "source": [
        "# Data Cleaning before Barplot"
      ],
      "metadata": {
        "id": "rUV80aFqFCoH"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df['yr'].value_counts()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "YK556bk4-2HZ",
        "outputId": "ae04d1f1-686b-40c9-b85c-034113003a7e"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "1    366\n",
              "0    365\n",
              "Name: yr, dtype: int64"
            ]
          },
          "metadata": {},
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df['year'] = df['yr'].apply(lambda x: '2011' if x==0 else '2012')\n",
        "df['Month'] = df['year'] + \"-\" + df['mnth'].map(str)"
      ],
      "metadata": {
        "id": "DgJ2YRwF_IuC"
      },
      "execution_count": 9,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 357
        },
        "id": "UIECl4GMB4LK",
        "outputId": "b86d8930-6512-4afd-ee9f-12268264a2c9"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "   instant      dteday  season  yr  mnth  holiday  weekday  workingday  \\\n",
              "0        1  2011-01-01       1   0     1        0        6           0   \n",
              "1        2  2011-01-02       1   0     1        0        0           0   \n",
              "2        3  2011-01-03       1   0     1        0        1           1   \n",
              "3        4  2011-01-04       1   0     1        0        2           1   \n",
              "4        5  2011-01-05       1   0     1        0        3           1   \n",
              "\n",
              "   weathersit      temp     atemp       hum  windspeed  casual  registered  \\\n",
              "0           2  0.344167  0.363625  0.805833   0.160446     331         654   \n",
              "1           2  0.363478  0.353739  0.696087   0.248539     131         670   \n",
              "2           1  0.196364  0.189405  0.437273   0.248309     120        1229   \n",
              "3           1  0.200000  0.212122  0.590435   0.160296     108        1454   \n",
              "4           1  0.226957  0.229270  0.436957   0.186900      82        1518   \n",
              "\n",
              "    cnt  year   Month  \n",
              "0   985  2011  2011-1  \n",
              "1   801  2011  2011-1  \n",
              "2  1349  2011  2011-1  \n",
              "3  1562  2011  2011-1  \n",
              "4  1600  2011  2011-1  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-f050fb60-fa43-4766-a144-f4326a1697c3\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>instant</th>\n",
              "      <th>dteday</th>\n",
              "      <th>season</th>\n",
              "      <th>yr</th>\n",
              "      <th>mnth</th>\n",
              "      <th>holiday</th>\n",
              "      <th>weekday</th>\n",
              "      <th>workingday</th>\n",
              "      <th>weathersit</th>\n",
              "      <th>temp</th>\n",
              "      <th>atemp</th>\n",
              "      <th>hum</th>\n",
              "      <th>windspeed</th>\n",
              "      <th>casual</th>\n",
              "      <th>registered</th>\n",
              "      <th>cnt</th>\n",
              "      <th>year</th>\n",
              "      <th>Month</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>1</td>\n",
              "      <td>2011-01-01</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>6</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>0.344167</td>\n",
              "      <td>0.363625</td>\n",
              "      <td>0.805833</td>\n",
              "      <td>0.160446</td>\n",
              "      <td>331</td>\n",
              "      <td>654</td>\n",
              "      <td>985</td>\n",
              "      <td>2011</td>\n",
              "      <td>2011-1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2</td>\n",
              "      <td>2011-01-02</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>0.363478</td>\n",
              "      <td>0.353739</td>\n",
              "      <td>0.696087</td>\n",
              "      <td>0.248539</td>\n",
              "      <td>131</td>\n",
              "      <td>670</td>\n",
              "      <td>801</td>\n",
              "      <td>2011</td>\n",
              "      <td>2011-1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>3</td>\n",
              "      <td>2011-01-03</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0.196364</td>\n",
              "      <td>0.189405</td>\n",
              "      <td>0.437273</td>\n",
              "      <td>0.248309</td>\n",
              "      <td>120</td>\n",
              "      <td>1229</td>\n",
              "      <td>1349</td>\n",
              "      <td>2011</td>\n",
              "      <td>2011-1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>4</td>\n",
              "      <td>2011-01-04</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>2</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0.200000</td>\n",
              "      <td>0.212122</td>\n",
              "      <td>0.590435</td>\n",
              "      <td>0.160296</td>\n",
              "      <td>108</td>\n",
              "      <td>1454</td>\n",
              "      <td>1562</td>\n",
              "      <td>2011</td>\n",
              "      <td>2011-1</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>5</td>\n",
              "      <td>2011-01-05</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>1</td>\n",
              "      <td>0</td>\n",
              "      <td>3</td>\n",
              "      <td>1</td>\n",
              "      <td>1</td>\n",
              "      <td>0.226957</td>\n",
              "      <td>0.229270</td>\n",
              "      <td>0.436957</td>\n",
              "      <td>0.186900</td>\n",
              "      <td>82</td>\n",
              "      <td>1518</td>\n",
              "      <td>1600</td>\n",
              "      <td>2011</td>\n",
              "      <td>2011-1</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-f050fb60-fa43-4766-a144-f4326a1697c3')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-f050fb60-fa43-4766-a144-f4326a1697c3 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-f050fb60-fa43-4766-a144-f4326a1697c3');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bar_data = df[['Month','cnt']].groupby(by=[\"Month\"]).sum().reset_index()"
      ],
      "metadata": {
        "id": "1FXGSx1eFMj-"
      },
      "execution_count": 11,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "bar_data.columns = [\"Month of Rental\",\"Count of Rentals\"]"
      ],
      "metadata": {
        "id": "xojunppYFfmk"
      },
      "execution_count": 12,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "bar_data.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "XVQiJYvSL8bW",
        "outputId": "1517589f-6a22-47f0-fff6-2ae7af21ffbc"
      },
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "  Month of Rental  Count of Rentals\n",
              "0          2011-1             38189\n",
              "1         2011-10            123511\n",
              "2         2011-11            102167\n",
              "3         2011-12             87323\n",
              "4          2011-2             48215"
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-5eefbe87-15fd-4f60-9573-ebaf0eeec210\">\n",
              "    <div class=\"colab-df-container\">\n",
              "      <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Month of Rental</th>\n",
              "      <th>Count of Rentals</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>2011-1</td>\n",
              "      <td>38189</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>2011-10</td>\n",
              "      <td>123511</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>2011-11</td>\n",
              "      <td>102167</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>2011-12</td>\n",
              "      <td>87323</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>2011-2</td>\n",
              "      <td>48215</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-5eefbe87-15fd-4f60-9573-ebaf0eeec210')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "       width=\"24px\">\n",
              "    <path d=\"M0 0h24v24H0V0z\" fill=\"none\"/>\n",
              "    <path d=\"M18.56 5.44l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94zm-11 1L8.5 8.5l.94-2.06 2.06-.94-2.06-.94L8.5 2.5l-.94 2.06-2.06.94zm10 10l.94 2.06.94-2.06 2.06-.94-2.06-.94-.94-2.06-.94 2.06-2.06.94z\"/><path d=\"M17.41 7.96l-1.37-1.37c-.4-.4-.92-.59-1.43-.59-.52 0-1.04.2-1.43.59L10.3 9.45l-7.72 7.72c-.78.78-.78 2.05 0 2.83L4 21.41c.39.39.9.59 1.41.59.51 0 1.02-.2 1.41-.59l7.78-7.78 2.81-2.81c.8-.78.8-2.07 0-2.86zM5.41 20L4 18.59l7.72-7.72 1.47 1.35L5.41 20z\"/>\n",
              "  </svg>\n",
              "      </button>\n",
              "      \n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-5eefbe87-15fd-4f60-9573-ebaf0eeec210 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-5eefbe87-15fd-4f60-9573-ebaf0eeec210');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 13
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "## Basic Bar Plot"
      ],
      "metadata": {
        "id": "1kuGmJZa_xkT"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import plotly.express as px\n",
        "fig = px.bar(bar_data, x='Month of Rental', y='Count of Rentals')\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "Egz4PfOu-YZL",
        "outputId": "7a42d3e9-ef82-44b6-9dc7-513276e8d241"
      },
      "execution_count": 14,
      "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=\"10a5bb2c-eb25-440f-9760-26232354414d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"10a5bb2c-eb25-440f-9760-26232354414d\")) {                    Plotly.newPlot(                        \"10a5bb2c-eb25-440f-9760-26232354414d\",                        [{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Month of Rental=%{x}<br>Count of Rentals=%{y}<extra></extra>\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"\",\"offsetgroup\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"textposition\":\"auto\",\"x\":[\"2011-1\",\"2011-10\",\"2011-11\",\"2011-12\",\"2011-2\",\"2011-3\",\"2011-4\",\"2011-5\",\"2011-6\",\"2011-7\",\"2011-8\",\"2011-9\",\"2012-1\",\"2012-10\",\"2012-11\",\"2012-12\",\"2012-2\",\"2012-3\",\"2012-4\",\"2012-5\",\"2012-6\",\"2012-7\",\"2012-8\",\"2012-9\"],\"xaxis\":\"x\",\"y\":[38189,123511,102167,87323,48215,64045,94870,135821,143512,141341,136691,127418,96744,198841,152664,123713,103137,164875,174224,195865,202830,203607,214503,218573],\"yaxis\":\"y\",\"type\":\"bar\"}],                        {\"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\":\"Month of Rental\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Count of Rentals\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60},\"barmode\":\"relative\"},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('10a5bb2c-eb25-440f-9760-26232354414d');\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": "markdown",
      "source": [
        "## Upgrade the Layout"
      ],
      "metadata": {
        "id": "KKEczGo6_3Kq"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "fig = px.bar(bar_data, x='Month of Rental', y='Count of Rentals')\n",
        "fig.update_layout(\n",
        "    bargap = 0.0075, \n",
        "    title = 'Bike Rentals By Month',\n",
        "    width = 1000,\n",
        "    height = 500,\n",
        "    xaxis_title = 'Month',\n",
        "    yaxis_title = 'Bike Rentals',\n",
        "    template=\"simple_white\",\n",
        "    hoverlabel=dict(\n",
        "        bgcolor=\"white\",\n",
        "        font_size=12,\n",
        "        font_family=\"Arial\"\n",
        "    )\n",
        ")\n",
        "fig.update_traces(marker_color='#AAAAAA')\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 517
        },
        "id": "KE5s35CnGnjB",
        "outputId": "0148266a-1fa0-45ce-bf6e-af216fbd7cf8"
      },
      "execution_count": 15,
      "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=\"521b4e24-eac9-4b18-a9b3-69260d22f191\" class=\"plotly-graph-div\" style=\"height:500px; width:1000px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"521b4e24-eac9-4b18-a9b3-69260d22f191\")) {                    Plotly.newPlot(                        \"521b4e24-eac9-4b18-a9b3-69260d22f191\",                        [{\"alignmentgroup\":\"True\",\"hovertemplate\":\"Month of Rental=%{x}<br>Count of Rentals=%{y}<extra></extra>\",\"legendgroup\":\"\",\"marker\":{\"color\":\"#AAAAAA\",\"pattern\":{\"shape\":\"\"}},\"name\":\"\",\"offsetgroup\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"textposition\":\"auto\",\"x\":[\"2011-1\",\"2011-10\",\"2011-11\",\"2011-12\",\"2011-2\",\"2011-3\",\"2011-4\",\"2011-5\",\"2011-6\",\"2011-7\",\"2011-8\",\"2011-9\",\"2012-1\",\"2012-10\",\"2012-11\",\"2012-12\",\"2012-2\",\"2012-3\",\"2012-4\",\"2012-5\",\"2012-6\",\"2012-7\",\"2012-8\",\"2012-9\"],\"xaxis\":\"x\",\"y\":[38189,123511,102167,87323,48215,64045,94870,135821,143512,141341,136691,127418,96744,198841,152664,123713,103137,164875,174224,195865,202830,203607,214503,218573],\"yaxis\":\"y\",\"type\":\"bar\"}],                        {\"template\":{\"data\":{\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"bar\":[{\"error_x\":{\"color\":\"rgb(36,36,36)\"},\"error_y\":{\"color\":\"rgb(36,36,36)\"},\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"baxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"choropleth\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"contourcarpet\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"contour\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmapgl\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmap\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2dcontour\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2d\"}],\"histogram\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.6}},\"type\":\"histogram\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattermapbox\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolargl\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolar\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"rgb(237,237,237)\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"rgb(217,217,217)\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"colorscale\":{\"diverging\":[[0.0,\"rgb(103,0,31)\"],[0.1,\"rgb(178,24,43)\"],[0.2,\"rgb(214,96,77)\"],[0.3,\"rgb(244,165,130)\"],[0.4,\"rgb(253,219,199)\"],[0.5,\"rgb(247,247,247)\"],[0.6,\"rgb(209,229,240)\"],[0.7,\"rgb(146,197,222)\"],[0.8,\"rgb(67,147,195)\"],[0.9,\"rgb(33,102,172)\"],[1.0,\"rgb(5,48,97)\"]],\"sequential\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"sequentialminus\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]]},\"colorway\":[\"#1F77B4\",\"#FF7F0E\",\"#2CA02C\",\"#D62728\",\"#9467BD\",\"#8C564B\",\"#E377C2\",\"#7F7F7F\",\"#BCBD22\",\"#17BECF\"],\"font\":{\"color\":\"rgb(36,36,36)\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"white\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"white\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"radialaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"zaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}},\"shapedefaults\":{\"fillcolor\":\"black\",\"line\":{\"width\":0},\"opacity\":0.3},\"ternary\":{\"aaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"baxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"caxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Month\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Bike Rentals\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60},\"barmode\":\"relative\",\"hoverlabel\":{\"font\":{\"size\":12,\"family\":\"Arial\"},\"bgcolor\":\"white\"},\"bargap\":0.0075,\"title\":{\"text\":\"Bike Rentals By Month\"},\"width\":1000,\"height\":500},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('521b4e24-eac9-4b18-a9b3-69260d22f191');\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": "markdown",
      "source": [
        "## Simple Histogram"
      ],
      "metadata": {
        "id": "NW6upXSj_-rn"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "fig = px.histogram(df, x = 'cnt',color='season')\n",
        "fig.show()"
      ],
      "metadata": {
        "id": "DD9dw2TOAPeZ",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "outputId": "eaf4a57b-8175-46e6-df2d-62deb8b6761e"
      },
      "execution_count": 16,
      "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=\"bdbee469-6a05-489e-a085-3f0635b638a6\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"bdbee469-6a05-489e-a085-3f0635b638a6\")) {                    Plotly.newPlot(                        \"bdbee469-6a05-489e-a085-3f0635b638a6\",                        [{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=1<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"1\",\"marker\":{\"color\":\"#636efa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"1\",\"offsetgroup\":\"1\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[985,801,1349,1562,1600,1606,1510,959,822,1321,1263,1162,1406,1421,1248,1204,1000,683,1650,1927,1543,981,986,1416,1985,506,431,1167,1098,1096,1501,1360,1526,1550,1708,1005,1623,1712,1530,1605,1538,1746,1472,1589,1913,1815,2115,2475,2927,1635,1812,1107,1450,1917,1807,1461,1969,2402,1446,1851,2134,1685,1944,2077,605,1872,2133,1891,623,1977,2132,2417,2046,2056,2192,2744,3239,3117,2471,2660,3068,2209,1011,754,1317,1162,2302,2423,2999,2485,2294,1951,2236,2368,3272,4098,4521,3425,2376,3598,2177,4097,3214,2493,2311,2298,2935,3376,3292,3163,1301,1977,2432,4339,4270,4075,3456,4023,3243,3624,4509,4579,3761,4151,2832,2947,3784,4375,2802,3830,3831,2169,1529,3422,3922,4169,3005,4154,4318,2689,3129,3777,4773,5062,3487,2732,3389,4322,4363,1834,4990,3194,4066,3423,3333,3956,4916,5382,4569,4118,4911,5298,5847,6312,6192,4378,7836,5892,6153,6093,3623,1749,1787,920,1013,441,2114,3095,1341,1796,2729],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"},{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=2<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"2\",\"marker\":{\"color\":\"#EF553B\",\"pattern\":{\"shape\":\"\"}},\"name\":\"2\",\"offsetgroup\":\"2\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2077,2703,2121,1865,2210,2496,1693,2028,2425,1536,1685,2227,2252,3249,3115,1795,2808,3141,1471,2455,2895,3348,2034,2162,3267,3126,795,3744,3429,3204,3944,4189,1683,4036,4191,4073,4400,3872,4058,4595,5312,3351,4401,4451,2633,4433,4608,4714,4333,4362,4803,4182,4864,4105,3409,4553,3958,4123,3855,4575,4917,5805,4660,4274,4492,4978,4677,4679,4758,4788,4098,3982,3974,4968,5312,5342,4906,4548,4833,4401,3915,4586,4966,4460,5020,4891,5180,3767,4844,5119,4744,4010,6230,6871,8362,3372,4996,5558,5102,5698,6133,5459,6235,6041,5936,6772,6436,6457,6460,6857,5169,5585,5918,4862,5409,6398,7460,7132,6370,6691,4367,6565,7290,6624,1027,3214,5633,6196,5026,6233,4220,6304,5572,5740,6169,6421,6296,6883,6359,6273,5728,4717,6572,7030,7429,6118,2843,5115,7424,7384,7639,8294,7129,4359,6073,5260,6770,6734,6536,6591,6043,5743,6855,7338,4127,8120,7641,6998,7001,7055,7494,7736,7498,6598,6664,4972,7421,7363,7665,7702,6978,5099,6825,6211],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"},{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=3<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"3\",\"marker\":{\"color\":\"#00cc96\",\"pattern\":{\"shape\":\"\"}},\"name\":\"3\",\"offsetgroup\":\"3\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[4835,4507,4790,4991,5202,5305,4708,4648,5225,5515,5362,5119,4649,6043,4665,4629,4592,4040,5336,4881,4086,4258,4342,5084,5538,5923,5302,4458,4541,4332,3784,3387,3285,3606,3840,4590,4656,4390,3846,4475,4302,4266,4845,3574,4576,4866,4294,3785,4326,4602,4780,4792,4905,4150,3820,4338,4725,4694,3805,4153,5191,3873,4758,5895,5130,3542,4661,1115,4334,4634,5204,5058,5115,4727,4484,4940,3351,2710,1996,1842,3544,5345,5046,4713,4763,4785,3659,4760,4511,4274,4539,3641,4352,4795,5905,5823,7458,6891,6779,7442,7335,6879,5463,5687,5531,6227,6660,7403,6241,6207,4840,4672,6569,6290,7264,7446,7499,6969,6031,6830,6786,5713,6591,5870,4459,7410,6966,7592,8173,6861,6904,6685,6597,7105,7216,7580,7261,7175,6824,5464,7013,7273,7534,7286,5786,6299,6544,6883,6784,7347,7605,7148,7865,4549,6530,7006,7375,7765,7582,6053,5255,6917,7040,7697,7713,7350,6140,5810,6034,6864,7112,6203,7504,5976,8227,7525,7767,7870,7804,8009,8714,7333,6869,4073,7591,7720,8167,8395],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"},{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=4<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"4\",\"marker\":{\"color\":\"#ab63fa\",\"pattern\":{\"shape\":\"\"}},\"name\":\"4\",\"offsetgroup\":\"4\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2395,5423,5010,4630,4120,3907,4839,5202,2429,2918,3570,4456,4826,4765,4985,5409,5511,5117,4563,2416,2913,3644,5217,5041,4570,4748,2424,4195,4304,4308,4381,4187,4687,3894,2659,3747,627,3331,3669,4068,4186,3974,4046,3926,3649,4035,4205,4109,2933,3368,4067,3717,4486,4195,1817,3053,3392,3663,3520,2765,1607,2566,1495,2792,3068,3071,3867,2914,3613,3727,3940,3614,3485,3811,2594,705,3322,3620,3190,2743,3310,3523,3740,3709,3577,2739,2431,3403,3750,7907,7436,7538,7733,7393,7415,8555,6889,6778,4639,7572,7328,8156,7965,3510,5478,6392,7691,7570,7282,7109,6639,5875,7534,7461,7509,5424,8090,6824,7058,7466,7693,7359,7444,7852,4459,22,1096,5566,5986,5847,5138,5107,5259,5686,5035,5315,5992,6536,6852,6269,4094,5495,5445,5698,5629,4669,5499,5634,5146,2425,3910,2277,2424,5087,3959,5260,5323,5668,5191,4649,6234,6606,5729,5375,5008,5582,3228,5170,5501,5319,5532,5611,5047,3786,4585,5557,5267,4128],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"}],                        {\"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\":\"cnt\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"count\"}},\"legend\":{\"title\":{\"text\":\"season\"},\"tracegroupgap\":0},\"margin\":{\"t\":60},\"barmode\":\"relative\"},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('bdbee469-6a05-489e-a085-3f0635b638a6');\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": "markdown",
      "source": [
        "## Upgraded Histogram with Styling Shape and Annotation "
      ],
      "metadata": {
        "id": "2C486NuYAQoQ"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Histogram \n",
        "# https://plotly.com/python/builtin-colorscales/\n",
        "\n",
        "average = df['cnt'].mean()\n",
        "fig = px.histogram(df, x = 'cnt',color='season', color_discrete_sequence=px.colors.qualitative.Dark24)\n",
        "\n",
        "fig.update_layout(\n",
        "    bargap = 0.005, \n",
        "    title = 'Rentals',\n",
        "    width = 1000,\n",
        "    height = 500,\n",
        "    xaxis_title = 'Count of Bike Rentals',\n",
        "    yaxis_title = 'Count of Days',\n",
        "    template=\"simple_white\")\n",
        "\n",
        "fig.add_shape(type=\"circle\",\n",
        "    xref=\"x\", yref=\"y\",\n",
        "    fillcolor=\"PaleTurquoise\",\n",
        "    x0=3500, y0=70, x1=5500, y1=90,\n",
        "    line_color=\"LightSeaGreen\",\n",
        ")\n",
        "\n",
        "fig.add_annotation(x=4500, y=91,\n",
        "            text=\"Highest Frequency @ Approx 4500\",\n",
        "            showarrow=True,\n",
        "            arrowhead=4)\n",
        "\n",
        "\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 517
        },
        "id": "lYh8QoOldrGs",
        "outputId": "1c430464-3275-494a-bcc8-b9b1aca71fdc"
      },
      "execution_count": 17,
      "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=\"22ab7a4e-9ccc-4775-a89b-e64fc0269fd5\" class=\"plotly-graph-div\" style=\"height:500px; width:1000px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"22ab7a4e-9ccc-4775-a89b-e64fc0269fd5\")) {                    Plotly.newPlot(                        \"22ab7a4e-9ccc-4775-a89b-e64fc0269fd5\",                        [{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=1<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"1\",\"marker\":{\"color\":\"#2E91E5\",\"pattern\":{\"shape\":\"\"}},\"name\":\"1\",\"offsetgroup\":\"1\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[985,801,1349,1562,1600,1606,1510,959,822,1321,1263,1162,1406,1421,1248,1204,1000,683,1650,1927,1543,981,986,1416,1985,506,431,1167,1098,1096,1501,1360,1526,1550,1708,1005,1623,1712,1530,1605,1538,1746,1472,1589,1913,1815,2115,2475,2927,1635,1812,1107,1450,1917,1807,1461,1969,2402,1446,1851,2134,1685,1944,2077,605,1872,2133,1891,623,1977,2132,2417,2046,2056,2192,2744,3239,3117,2471,2660,3068,2209,1011,754,1317,1162,2302,2423,2999,2485,2294,1951,2236,2368,3272,4098,4521,3425,2376,3598,2177,4097,3214,2493,2311,2298,2935,3376,3292,3163,1301,1977,2432,4339,4270,4075,3456,4023,3243,3624,4509,4579,3761,4151,2832,2947,3784,4375,2802,3830,3831,2169,1529,3422,3922,4169,3005,4154,4318,2689,3129,3777,4773,5062,3487,2732,3389,4322,4363,1834,4990,3194,4066,3423,3333,3956,4916,5382,4569,4118,4911,5298,5847,6312,6192,4378,7836,5892,6153,6093,3623,1749,1787,920,1013,441,2114,3095,1341,1796,2729],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"},{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=2<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"2\",\"marker\":{\"color\":\"#E15F99\",\"pattern\":{\"shape\":\"\"}},\"name\":\"2\",\"offsetgroup\":\"2\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2077,2703,2121,1865,2210,2496,1693,2028,2425,1536,1685,2227,2252,3249,3115,1795,2808,3141,1471,2455,2895,3348,2034,2162,3267,3126,795,3744,3429,3204,3944,4189,1683,4036,4191,4073,4400,3872,4058,4595,5312,3351,4401,4451,2633,4433,4608,4714,4333,4362,4803,4182,4864,4105,3409,4553,3958,4123,3855,4575,4917,5805,4660,4274,4492,4978,4677,4679,4758,4788,4098,3982,3974,4968,5312,5342,4906,4548,4833,4401,3915,4586,4966,4460,5020,4891,5180,3767,4844,5119,4744,4010,6230,6871,8362,3372,4996,5558,5102,5698,6133,5459,6235,6041,5936,6772,6436,6457,6460,6857,5169,5585,5918,4862,5409,6398,7460,7132,6370,6691,4367,6565,7290,6624,1027,3214,5633,6196,5026,6233,4220,6304,5572,5740,6169,6421,6296,6883,6359,6273,5728,4717,6572,7030,7429,6118,2843,5115,7424,7384,7639,8294,7129,4359,6073,5260,6770,6734,6536,6591,6043,5743,6855,7338,4127,8120,7641,6998,7001,7055,7494,7736,7498,6598,6664,4972,7421,7363,7665,7702,6978,5099,6825,6211],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"},{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=3<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"3\",\"marker\":{\"color\":\"#1CA71C\",\"pattern\":{\"shape\":\"\"}},\"name\":\"3\",\"offsetgroup\":\"3\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[4835,4507,4790,4991,5202,5305,4708,4648,5225,5515,5362,5119,4649,6043,4665,4629,4592,4040,5336,4881,4086,4258,4342,5084,5538,5923,5302,4458,4541,4332,3784,3387,3285,3606,3840,4590,4656,4390,3846,4475,4302,4266,4845,3574,4576,4866,4294,3785,4326,4602,4780,4792,4905,4150,3820,4338,4725,4694,3805,4153,5191,3873,4758,5895,5130,3542,4661,1115,4334,4634,5204,5058,5115,4727,4484,4940,3351,2710,1996,1842,3544,5345,5046,4713,4763,4785,3659,4760,4511,4274,4539,3641,4352,4795,5905,5823,7458,6891,6779,7442,7335,6879,5463,5687,5531,6227,6660,7403,6241,6207,4840,4672,6569,6290,7264,7446,7499,6969,6031,6830,6786,5713,6591,5870,4459,7410,6966,7592,8173,6861,6904,6685,6597,7105,7216,7580,7261,7175,6824,5464,7013,7273,7534,7286,5786,6299,6544,6883,6784,7347,7605,7148,7865,4549,6530,7006,7375,7765,7582,6053,5255,6917,7040,7697,7713,7350,6140,5810,6034,6864,7112,6203,7504,5976,8227,7525,7767,7870,7804,8009,8714,7333,6869,4073,7591,7720,8167,8395],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"},{\"alignmentgroup\":\"True\",\"bingroup\":\"x\",\"hovertemplate\":\"season=4<br>cnt=%{x}<br>count=%{y}<extra></extra>\",\"legendgroup\":\"4\",\"marker\":{\"color\":\"#FB0D0D\",\"pattern\":{\"shape\":\"\"}},\"name\":\"4\",\"offsetgroup\":\"4\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[2395,5423,5010,4630,4120,3907,4839,5202,2429,2918,3570,4456,4826,4765,4985,5409,5511,5117,4563,2416,2913,3644,5217,5041,4570,4748,2424,4195,4304,4308,4381,4187,4687,3894,2659,3747,627,3331,3669,4068,4186,3974,4046,3926,3649,4035,4205,4109,2933,3368,4067,3717,4486,4195,1817,3053,3392,3663,3520,2765,1607,2566,1495,2792,3068,3071,3867,2914,3613,3727,3940,3614,3485,3811,2594,705,3322,3620,3190,2743,3310,3523,3740,3709,3577,2739,2431,3403,3750,7907,7436,7538,7733,7393,7415,8555,6889,6778,4639,7572,7328,8156,7965,3510,5478,6392,7691,7570,7282,7109,6639,5875,7534,7461,7509,5424,8090,6824,7058,7466,7693,7359,7444,7852,4459,22,1096,5566,5986,5847,5138,5107,5259,5686,5035,5315,5992,6536,6852,6269,4094,5495,5445,5698,5629,4669,5499,5634,5146,2425,3910,2277,2424,5087,3959,5260,5323,5668,5191,4649,6234,6606,5729,5375,5008,5582,3228,5170,5501,5319,5532,5611,5047,3786,4585,5557,5267,4128],\"xaxis\":\"x\",\"yaxis\":\"y\",\"type\":\"histogram\"}],                        {\"template\":{\"data\":{\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"bar\":[{\"error_x\":{\"color\":\"rgb(36,36,36)\"},\"error_y\":{\"color\":\"rgb(36,36,36)\"},\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"baxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"choropleth\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"contourcarpet\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"contour\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmapgl\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmap\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2dcontour\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2d\"}],\"histogram\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.6}},\"type\":\"histogram\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattermapbox\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolargl\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolar\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"rgb(237,237,237)\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"rgb(217,217,217)\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"colorscale\":{\"diverging\":[[0.0,\"rgb(103,0,31)\"],[0.1,\"rgb(178,24,43)\"],[0.2,\"rgb(214,96,77)\"],[0.3,\"rgb(244,165,130)\"],[0.4,\"rgb(253,219,199)\"],[0.5,\"rgb(247,247,247)\"],[0.6,\"rgb(209,229,240)\"],[0.7,\"rgb(146,197,222)\"],[0.8,\"rgb(67,147,195)\"],[0.9,\"rgb(33,102,172)\"],[1.0,\"rgb(5,48,97)\"]],\"sequential\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"sequentialminus\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]]},\"colorway\":[\"#1F77B4\",\"#FF7F0E\",\"#2CA02C\",\"#D62728\",\"#9467BD\",\"#8C564B\",\"#E377C2\",\"#7F7F7F\",\"#BCBD22\",\"#17BECF\"],\"font\":{\"color\":\"rgb(36,36,36)\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"white\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"white\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"radialaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"zaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}},\"shapedefaults\":{\"fillcolor\":\"black\",\"line\":{\"width\":0},\"opacity\":0.3},\"ternary\":{\"aaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"baxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"caxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Count of Bike Rentals\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Count of Days\"}},\"legend\":{\"title\":{\"text\":\"season\"},\"tracegroupgap\":0},\"margin\":{\"t\":60},\"barmode\":\"relative\",\"bargap\":0.005,\"title\":{\"text\":\"Rentals\"},\"width\":1000,\"height\":500,\"shapes\":[{\"fillcolor\":\"PaleTurquoise\",\"line\":{\"color\":\"LightSeaGreen\"},\"type\":\"circle\",\"x0\":3500,\"x1\":5500,\"xref\":\"x\",\"y0\":70,\"y1\":90,\"yref\":\"y\"}],\"annotations\":[{\"arrowhead\":4,\"showarrow\":true,\"text\":\"Highest Frequency @ Approx 4500\",\"x\":4500,\"y\":91}]},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('22ab7a4e-9ccc-4775-a89b-e64fc0269fd5');\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": "markdown",
      "source": [
        "## Simple LineChart"
      ],
      "metadata": {
        "id": "ZvuJwI85Aj1X"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "fig = px.line(df, x = 'dteday',y='cnt')\n",
        "fig.show()"
      ],
      "metadata": {
        "id": "hT02GTGcAjW6",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "outputId": "28b26114-d60d-4eaa-a4e8-5b3c111a3f2d"
      },
      "execution_count": 18,
      "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=\"b3d786d6-eefc-46b5-83d2-d24c667e9cbd\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"b3d786d6-eefc-46b5-83d2-d24c667e9cbd\")) {                    Plotly.newPlot(                        \"b3d786d6-eefc-46b5-83d2-d24c667e9cbd\",                        [{\"hovertemplate\":\"dteday=%{x}<br>cnt=%{y}<extra></extra>\",\"legendgroup\":\"\",\"line\":{\"color\":\"#636efa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"x\":[\"2011-01-01\",\"2011-01-02\",\"2011-01-03\",\"2011-01-04\",\"2011-01-05\",\"2011-01-06\",\"2011-01-07\",\"2011-01-08\",\"2011-01-09\",\"2011-01-10\",\"2011-01-11\",\"2011-01-12\",\"2011-01-13\",\"2011-01-14\",\"2011-01-15\",\"2011-01-16\",\"2011-01-17\",\"2011-01-18\",\"2011-01-19\",\"2011-01-20\",\"2011-01-21\",\"2011-01-22\",\"2011-01-23\",\"2011-01-24\",\"2011-01-25\",\"2011-01-26\",\"2011-01-27\",\"2011-01-28\",\"2011-01-29\",\"2011-01-30\",\"2011-01-31\",\"2011-02-01\",\"2011-02-02\",\"2011-02-03\",\"2011-02-04\",\"2011-02-05\",\"2011-02-06\",\"2011-02-07\",\"2011-02-08\",\"2011-02-09\",\"2011-02-10\",\"2011-02-11\",\"2011-02-12\",\"2011-02-13\",\"2011-02-14\",\"2011-02-15\",\"2011-02-16\",\"2011-02-17\",\"2011-02-18\",\"2011-02-19\",\"2011-02-20\",\"2011-02-21\",\"2011-02-22\",\"2011-02-23\",\"2011-02-24\",\"2011-02-25\",\"2011-02-26\",\"2011-02-27\",\"2011-02-28\",\"2011-03-01\",\"2011-03-02\",\"2011-03-03\",\"2011-03-04\",\"2011-03-05\",\"2011-03-06\",\"2011-03-07\",\"2011-03-08\",\"2011-03-09\",\"2011-03-10\",\"2011-03-11\",\"2011-03-12\",\"2011-03-13\",\"2011-03-14\",\"2011-03-15\",\"2011-03-16\",\"2011-03-17\",\"2011-03-18\",\"2011-03-19\",\"2011-03-20\",\"2011-03-21\",\"2011-03-22\",\"2011-03-23\",\"2011-03-24\",\"2011-03-25\",\"2011-03-26\",\"2011-03-27\",\"2011-03-28\",\"2011-03-29\",\"2011-03-30\",\"2011-03-31\",\"2011-04-01\",\"2011-04-02\",\"2011-04-03\",\"2011-04-04\",\"2011-04-05\",\"2011-04-06\",\"2011-04-07\",\"2011-04-08\",\"2011-04-09\",\"2011-04-10\",\"2011-04-11\",\"2011-04-12\",\"2011-04-13\",\"2011-04-14\",\"2011-04-15\",\"2011-04-16\",\"2011-04-17\",\"2011-04-18\",\"2011-04-19\",\"2011-04-20\",\"2011-04-21\",\"2011-04-22\",\"2011-04-23\",\"2011-04-24\",\"2011-04-25\",\"2011-04-26\",\"2011-04-27\",\"2011-04-28\",\"2011-04-29\",\"2011-04-30\",\"2011-05-01\",\"2011-05-02\",\"2011-05-03\",\"2011-05-04\",\"2011-05-05\",\"2011-05-06\",\"2011-05-07\",\"2011-05-08\",\"2011-05-09\",\"2011-05-10\",\"2011-05-11\",\"2011-05-12\",\"2011-05-13\",\"2011-05-14\",\"2011-05-15\",\"2011-05-16\",\"2011-05-17\",\"2011-05-18\",\"2011-05-19\",\"2011-05-20\",\"2011-05-21\",\"2011-05-22\",\"2011-05-23\",\"2011-05-24\",\"2011-05-25\",\"2011-05-26\",\"2011-05-27\",\"2011-05-28\",\"2011-05-29\",\"2011-05-30\",\"2011-05-31\",\"2011-06-01\",\"2011-06-02\",\"2011-06-03\",\"2011-06-04\",\"2011-06-05\",\"2011-06-06\",\"2011-06-07\",\"2011-06-08\",\"2011-06-09\",\"2011-06-10\",\"2011-06-11\",\"2011-06-12\",\"2011-06-13\",\"2011-06-14\",\"2011-06-15\",\"2011-06-16\",\"2011-06-17\",\"2011-06-18\",\"2011-06-19\",\"2011-06-20\",\"2011-06-21\",\"2011-06-22\",\"2011-06-23\",\"2011-06-24\",\"2011-06-25\",\"2011-06-26\",\"2011-06-27\",\"2011-06-28\",\"2011-06-29\",\"2011-06-30\",\"2011-07-01\",\"2011-07-02\",\"2011-07-03\",\"2011-07-04\",\"2011-07-05\",\"2011-07-06\",\"2011-07-07\",\"2011-07-08\",\"2011-07-09\",\"2011-07-10\",\"2011-07-11\",\"2011-07-12\",\"2011-07-13\",\"2011-07-14\",\"2011-07-15\",\"2011-07-16\",\"2011-07-17\",\"2011-07-18\",\"2011-07-19\",\"2011-07-20\",\"2011-07-21\",\"2011-07-22\",\"2011-07-23\",\"2011-07-24\",\"2011-07-25\",\"2011-07-26\",\"2011-07-27\",\"2011-07-28\",\"2011-07-29\",\"2011-07-30\",\"2011-07-31\",\"2011-08-01\",\"2011-08-02\",\"2011-08-03\",\"2011-08-04\",\"2011-08-05\",\"2011-08-06\",\"2011-08-07\",\"2011-08-08\",\"2011-08-09\",\"2011-08-10\",\"2011-08-11\",\"2011-08-12\",\"2011-08-13\",\"2011-08-14\",\"2011-08-15\",\"2011-08-16\",\"2011-08-17\",\"2011-08-18\",\"2011-08-19\",\"2011-08-20\",\"2011-08-21\",\"2011-08-22\",\"2011-08-23\",\"2011-08-24\",\"2011-08-25\",\"2011-08-26\",\"2011-08-27\",\"2011-08-28\",\"2011-08-29\",\"2011-08-30\",\"2011-08-31\",\"2011-09-01\",\"2011-09-02\",\"2011-09-03\",\"2011-09-04\",\"2011-09-05\",\"2011-09-06\",\"2011-09-07\",\"2011-09-08\",\"2011-09-09\",\"2011-09-10\",\"2011-09-11\",\"2011-09-12\",\"2011-09-13\",\"2011-09-14\",\"2011-09-15\",\"2011-09-16\",\"2011-09-17\",\"2011-09-18\",\"2011-09-19\",\"2011-09-20\",\"2011-09-21\",\"2011-09-22\",\"2011-09-23\",\"2011-09-24\",\"2011-09-25\",\"2011-09-26\",\"2011-09-27\",\"2011-09-28\",\"2011-09-29\",\"2011-09-30\",\"2011-10-01\",\"2011-10-02\",\"2011-10-03\",\"2011-10-04\",\"2011-10-05\",\"2011-10-06\",\"2011-10-07\",\"2011-10-08\",\"2011-10-09\",\"2011-10-10\",\"2011-10-11\",\"2011-10-12\",\"2011-10-13\",\"2011-10-14\",\"2011-10-15\",\"2011-10-16\",\"2011-10-17\",\"2011-10-18\",\"2011-10-19\",\"2011-10-20\",\"2011-10-21\",\"2011-10-22\",\"2011-10-23\",\"2011-10-24\",\"2011-10-25\",\"2011-10-26\",\"2011-10-27\",\"2011-10-28\",\"2011-10-29\",\"2011-10-30\",\"2011-10-31\",\"2011-11-01\",\"2011-11-02\",\"2011-11-03\",\"2011-11-04\",\"2011-11-05\",\"2011-11-06\",\"2011-11-07\",\"2011-11-08\",\"2011-11-09\",\"2011-11-10\",\"2011-11-11\",\"2011-11-12\",\"2011-11-13\",\"2011-11-14\",\"2011-11-15\",\"2011-11-16\",\"2011-11-17\",\"2011-11-18\",\"2011-11-19\",\"2011-11-20\",\"2011-11-21\",\"2011-11-22\",\"2011-11-23\",\"2011-11-24\",\"2011-11-25\",\"2011-11-26\",\"2011-11-27\",\"2011-11-28\",\"2011-11-29\",\"2011-11-30\",\"2011-12-01\",\"2011-12-02\",\"2011-12-03\",\"2011-12-04\",\"2011-12-05\",\"2011-12-06\",\"2011-12-07\",\"2011-12-08\",\"2011-12-09\",\"2011-12-10\",\"2011-12-11\",\"2011-12-12\",\"2011-12-13\",\"2011-12-14\",\"2011-12-15\",\"2011-12-16\",\"2011-12-17\",\"2011-12-18\",\"2011-12-19\",\"2011-12-20\",\"2011-12-21\",\"2011-12-22\",\"2011-12-23\",\"2011-12-24\",\"2011-12-25\",\"2011-12-26\",\"2011-12-27\",\"2011-12-28\",\"2011-12-29\",\"2011-12-30\",\"2011-12-31\",\"2012-01-01\",\"2012-01-02\",\"2012-01-03\",\"2012-01-04\",\"2012-01-05\",\"2012-01-06\",\"2012-01-07\",\"2012-01-08\",\"2012-01-09\",\"2012-01-10\",\"2012-01-11\",\"2012-01-12\",\"2012-01-13\",\"2012-01-14\",\"2012-01-15\",\"2012-01-16\",\"2012-01-17\",\"2012-01-18\",\"2012-01-19\",\"2012-01-20\",\"2012-01-21\",\"2012-01-22\",\"2012-01-23\",\"2012-01-24\",\"2012-01-25\",\"2012-01-26\",\"2012-01-27\",\"2012-01-28\",\"2012-01-29\",\"2012-01-30\",\"2012-01-31\",\"2012-02-01\",\"2012-02-02\",\"2012-02-03\",\"2012-02-04\",\"2012-02-05\",\"2012-02-06\",\"2012-02-07\",\"2012-02-08\",\"2012-02-09\",\"2012-02-10\",\"2012-02-11\",\"2012-02-12\",\"2012-02-13\",\"2012-02-14\",\"2012-02-15\",\"2012-02-16\",\"2012-02-17\",\"2012-02-18\",\"2012-02-19\",\"2012-02-20\",\"2012-02-21\",\"2012-02-22\",\"2012-02-23\",\"2012-02-24\",\"2012-02-25\",\"2012-02-26\",\"2012-02-27\",\"2012-02-28\",\"2012-02-29\",\"2012-03-01\",\"2012-03-02\",\"2012-03-03\",\"2012-03-04\",\"2012-03-05\",\"2012-03-06\",\"2012-03-07\",\"2012-03-08\",\"2012-03-09\",\"2012-03-10\",\"2012-03-11\",\"2012-03-12\",\"2012-03-13\",\"2012-03-14\",\"2012-03-15\",\"2012-03-16\",\"2012-03-17\",\"2012-03-18\",\"2012-03-19\",\"2012-03-20\",\"2012-03-21\",\"2012-03-22\",\"2012-03-23\",\"2012-03-24\",\"2012-03-25\",\"2012-03-26\",\"2012-03-27\",\"2012-03-28\",\"2012-03-29\",\"2012-03-30\",\"2012-03-31\",\"2012-04-01\",\"2012-04-02\",\"2012-04-03\",\"2012-04-04\",\"2012-04-05\",\"2012-04-06\",\"2012-04-07\",\"2012-04-08\",\"2012-04-09\",\"2012-04-10\",\"2012-04-11\",\"2012-04-12\",\"2012-04-13\",\"2012-04-14\",\"2012-04-15\",\"2012-04-16\",\"2012-04-17\",\"2012-04-18\",\"2012-04-19\",\"2012-04-20\",\"2012-04-21\",\"2012-04-22\",\"2012-04-23\",\"2012-04-24\",\"2012-04-25\",\"2012-04-26\",\"2012-04-27\",\"2012-04-28\",\"2012-04-29\",\"2012-04-30\",\"2012-05-01\",\"2012-05-02\",\"2012-05-03\",\"2012-05-04\",\"2012-05-05\",\"2012-05-06\",\"2012-05-07\",\"2012-05-08\",\"2012-05-09\",\"2012-05-10\",\"2012-05-11\",\"2012-05-12\",\"2012-05-13\",\"2012-05-14\",\"2012-05-15\",\"2012-05-16\",\"2012-05-17\",\"2012-05-18\",\"2012-05-19\",\"2012-05-20\",\"2012-05-21\",\"2012-05-22\",\"2012-05-23\",\"2012-05-24\",\"2012-05-25\",\"2012-05-26\",\"2012-05-27\",\"2012-05-28\",\"2012-05-29\",\"2012-05-30\",\"2012-05-31\",\"2012-06-01\",\"2012-06-02\",\"2012-06-03\",\"2012-06-04\",\"2012-06-05\",\"2012-06-06\",\"2012-06-07\",\"2012-06-08\",\"2012-06-09\",\"2012-06-10\",\"2012-06-11\",\"2012-06-12\",\"2012-06-13\",\"2012-06-14\",\"2012-06-15\",\"2012-06-16\",\"2012-06-17\",\"2012-06-18\",\"2012-06-19\",\"2012-06-20\",\"2012-06-21\",\"2012-06-22\",\"2012-06-23\",\"2012-06-24\",\"2012-06-25\",\"2012-06-26\",\"2012-06-27\",\"2012-06-28\",\"2012-06-29\",\"2012-06-30\",\"2012-07-01\",\"2012-07-02\",\"2012-07-03\",\"2012-07-04\",\"2012-07-05\",\"2012-07-06\",\"2012-07-07\",\"2012-07-08\",\"2012-07-09\",\"2012-07-10\",\"2012-07-11\",\"2012-07-12\",\"2012-07-13\",\"2012-07-14\",\"2012-07-15\",\"2012-07-16\",\"2012-07-17\",\"2012-07-18\",\"2012-07-19\",\"2012-07-20\",\"2012-07-21\",\"2012-07-22\",\"2012-07-23\",\"2012-07-24\",\"2012-07-25\",\"2012-07-26\",\"2012-07-27\",\"2012-07-28\",\"2012-07-29\",\"2012-07-30\",\"2012-07-31\",\"2012-08-01\",\"2012-08-02\",\"2012-08-03\",\"2012-08-04\",\"2012-08-05\",\"2012-08-06\",\"2012-08-07\",\"2012-08-08\",\"2012-08-09\",\"2012-08-10\",\"2012-08-11\",\"2012-08-12\",\"2012-08-13\",\"2012-08-14\",\"2012-08-15\",\"2012-08-16\",\"2012-08-17\",\"2012-08-18\",\"2012-08-19\",\"2012-08-20\",\"2012-08-21\",\"2012-08-22\",\"2012-08-23\",\"2012-08-24\",\"2012-08-25\",\"2012-08-26\",\"2012-08-27\",\"2012-08-28\",\"2012-08-29\",\"2012-08-30\",\"2012-08-31\",\"2012-09-01\",\"2012-09-02\",\"2012-09-03\",\"2012-09-04\",\"2012-09-05\",\"2012-09-06\",\"2012-09-07\",\"2012-09-08\",\"2012-09-09\",\"2012-09-10\",\"2012-09-11\",\"2012-09-12\",\"2012-09-13\",\"2012-09-14\",\"2012-09-15\",\"2012-09-16\",\"2012-09-17\",\"2012-09-18\",\"2012-09-19\",\"2012-09-20\",\"2012-09-21\",\"2012-09-22\",\"2012-09-23\",\"2012-09-24\",\"2012-09-25\",\"2012-09-26\",\"2012-09-27\",\"2012-09-28\",\"2012-09-29\",\"2012-09-30\",\"2012-10-01\",\"2012-10-02\",\"2012-10-03\",\"2012-10-04\",\"2012-10-05\",\"2012-10-06\",\"2012-10-07\",\"2012-10-08\",\"2012-10-09\",\"2012-10-10\",\"2012-10-11\",\"2012-10-12\",\"2012-10-13\",\"2012-10-14\",\"2012-10-15\",\"2012-10-16\",\"2012-10-17\",\"2012-10-18\",\"2012-10-19\",\"2012-10-20\",\"2012-10-21\",\"2012-10-22\",\"2012-10-23\",\"2012-10-24\",\"2012-10-25\",\"2012-10-26\",\"2012-10-27\",\"2012-10-28\",\"2012-10-29\",\"2012-10-30\",\"2012-10-31\",\"2012-11-01\",\"2012-11-02\",\"2012-11-03\",\"2012-11-04\",\"2012-11-05\",\"2012-11-06\",\"2012-11-07\",\"2012-11-08\",\"2012-11-09\",\"2012-11-10\",\"2012-11-11\",\"2012-11-12\",\"2012-11-13\",\"2012-11-14\",\"2012-11-15\",\"2012-11-16\",\"2012-11-17\",\"2012-11-18\",\"2012-11-19\",\"2012-11-20\",\"2012-11-21\",\"2012-11-22\",\"2012-11-23\",\"2012-11-24\",\"2012-11-25\",\"2012-11-26\",\"2012-11-27\",\"2012-11-28\",\"2012-11-29\",\"2012-11-30\",\"2012-12-01\",\"2012-12-02\",\"2012-12-03\",\"2012-12-04\",\"2012-12-05\",\"2012-12-06\",\"2012-12-07\",\"2012-12-08\",\"2012-12-09\",\"2012-12-10\",\"2012-12-11\",\"2012-12-12\",\"2012-12-13\",\"2012-12-14\",\"2012-12-15\",\"2012-12-16\",\"2012-12-17\",\"2012-12-18\",\"2012-12-19\",\"2012-12-20\",\"2012-12-21\",\"2012-12-22\",\"2012-12-23\",\"2012-12-24\",\"2012-12-25\",\"2012-12-26\",\"2012-12-27\",\"2012-12-28\",\"2012-12-29\",\"2012-12-30\",\"2012-12-31\"],\"xaxis\":\"x\",\"y\":[985,801,1349,1562,1600,1606,1510,959,822,1321,1263,1162,1406,1421,1248,1204,1000,683,1650,1927,1543,981,986,1416,1985,506,431,1167,1098,1096,1501,1360,1526,1550,1708,1005,1623,1712,1530,1605,1538,1746,1472,1589,1913,1815,2115,2475,2927,1635,1812,1107,1450,1917,1807,1461,1969,2402,1446,1851,2134,1685,1944,2077,605,1872,2133,1891,623,1977,2132,2417,2046,2056,2192,2744,3239,3117,2471,2077,2703,2121,1865,2210,2496,1693,2028,2425,1536,1685,2227,2252,3249,3115,1795,2808,3141,1471,2455,2895,3348,2034,2162,3267,3126,795,3744,3429,3204,3944,4189,1683,4036,4191,4073,4400,3872,4058,4595,5312,3351,4401,4451,2633,4433,4608,4714,4333,4362,4803,4182,4864,4105,3409,4553,3958,4123,3855,4575,4917,5805,4660,4274,4492,4978,4677,4679,4758,4788,4098,3982,3974,4968,5312,5342,4906,4548,4833,4401,3915,4586,4966,4460,5020,4891,5180,3767,4844,5119,4744,4010,4835,4507,4790,4991,5202,5305,4708,4648,5225,5515,5362,5119,4649,6043,4665,4629,4592,4040,5336,4881,4086,4258,4342,5084,5538,5923,5302,4458,4541,4332,3784,3387,3285,3606,3840,4590,4656,4390,3846,4475,4302,4266,4845,3574,4576,4866,4294,3785,4326,4602,4780,4792,4905,4150,3820,4338,4725,4694,3805,4153,5191,3873,4758,5895,5130,3542,4661,1115,4334,4634,5204,5058,5115,4727,4484,4940,3351,2710,1996,1842,3544,5345,5046,4713,4763,4785,3659,4760,4511,4274,4539,3641,4352,4795,2395,5423,5010,4630,4120,3907,4839,5202,2429,2918,3570,4456,4826,4765,4985,5409,5511,5117,4563,2416,2913,3644,5217,5041,4570,4748,2424,4195,4304,4308,4381,4187,4687,3894,2659,3747,627,3331,3669,4068,4186,3974,4046,3926,3649,4035,4205,4109,2933,3368,4067,3717,4486,4195,1817,3053,3392,3663,3520,2765,1607,2566,1495,2792,3068,3071,3867,2914,3613,3727,3940,3614,3485,3811,2594,705,3322,3620,3190,2743,3310,3523,3740,3709,3577,2739,2431,3403,3750,2660,3068,2209,1011,754,1317,1162,2302,2423,2999,2485,2294,1951,2236,2368,3272,4098,4521,3425,2376,3598,2177,4097,3214,2493,2311,2298,2935,3376,3292,3163,1301,1977,2432,4339,4270,4075,3456,4023,3243,3624,4509,4579,3761,4151,2832,2947,3784,4375,2802,3830,3831,2169,1529,3422,3922,4169,3005,4154,4318,2689,3129,3777,4773,5062,3487,2732,3389,4322,4363,1834,4990,3194,4066,3423,3333,3956,4916,5382,4569,4118,4911,5298,5847,6312,6192,4378,7836,5892,6153,6093,6230,6871,8362,3372,4996,5558,5102,5698,6133,5459,6235,6041,5936,6772,6436,6457,6460,6857,5169,5585,5918,4862,5409,6398,7460,7132,6370,6691,4367,6565,7290,6624,1027,3214,5633,6196,5026,6233,4220,6304,5572,5740,6169,6421,6296,6883,6359,6273,5728,4717,6572,7030,7429,6118,2843,5115,7424,7384,7639,8294,7129,4359,6073,5260,6770,6734,6536,6591,6043,5743,6855,7338,4127,8120,7641,6998,7001,7055,7494,7736,7498,6598,6664,4972,7421,7363,7665,7702,6978,5099,6825,6211,5905,5823,7458,6891,6779,7442,7335,6879,5463,5687,5531,6227,6660,7403,6241,6207,4840,4672,6569,6290,7264,7446,7499,6969,6031,6830,6786,5713,6591,5870,4459,7410,6966,7592,8173,6861,6904,6685,6597,7105,7216,7580,7261,7175,6824,5464,7013,7273,7534,7286,5786,6299,6544,6883,6784,7347,7605,7148,7865,4549,6530,7006,7375,7765,7582,6053,5255,6917,7040,7697,7713,7350,6140,5810,6034,6864,7112,6203,7504,5976,8227,7525,7767,7870,7804,8009,8714,7333,6869,4073,7591,7720,8167,8395,7907,7436,7538,7733,7393,7415,8555,6889,6778,4639,7572,7328,8156,7965,3510,5478,6392,7691,7570,7282,7109,6639,5875,7534,7461,7509,5424,8090,6824,7058,7466,7693,7359,7444,7852,4459,22,1096,5566,5986,5847,5138,5107,5259,5686,5035,5315,5992,6536,6852,6269,4094,5495,5445,5698,5629,4669,5499,5634,5146,2425,3910,2277,2424,5087,3959,5260,5323,5668,5191,4649,6234,6606,5729,5375,5008,5582,3228,5170,5501,5319,5532,5611,5047,3786,4585,5557,5267,4128,3623,1749,1787,920,1013,441,2114,3095,1341,1796,2729],\"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\":\"dteday\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"cnt\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60}},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('b3d786d6-eefc-46b5-83d2-d24c667e9cbd');\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": "markdown",
      "source": [
        "## Upgraded LineChart W / Average Line"
      ],
      "metadata": {
        "id": "AjSDP2kEApWg"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "\n",
        "avg = df['cnt'].mean()\n",
        "time = df['dteday'].min()\n",
        "\n",
        "fig = px.line(df, x = 'dteday',y='cnt')\n",
        "\n",
        "fig.update_layout(\n",
        "    title = 'Bike Rentals 2011 / 2012',\n",
        "    width = 1000,\n",
        "    height = 500,\n",
        "    xaxis_title = 'Count of Bike Rentals',\n",
        "    yaxis_title = 'Date',\n",
        "    template=\"simple_white\")\n",
        "\n",
        "fig['data'][0]['line']['color']='#AAAAAA'\n",
        "\n",
        "fig.add_shape( # add a horizontal \"target\" line\n",
        "    type=\"line\", line_color=\"black\", line_width=3, opacity=1, line_dash=\"dot\",\n",
        "    x0=0, x1=1, xref=\"paper\", y0=avg, y1=avg, yref=\"y\"\n",
        ")\n",
        "\n",
        "fig.add_annotation(x=time, y=avg,\n",
        "            text=\"Average Rentals\",\n",
        "            showarrow=False,\n",
        "            arrowhead=4,\n",
        "            xshift = 70,\n",
        "            yshift = 10)\n",
        "\n",
        "\n",
        "fig.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 517
        },
        "id": "MtwLdOQpyr8A",
        "outputId": "585af7e4-0714-42bc-f53d-de7d3b6baca5"
      },
      "execution_count": 19,
      "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=\"a6f3e8fd-631e-42b7-abcb-c746a9c50327\" class=\"plotly-graph-div\" style=\"height:500px; width:1000px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"a6f3e8fd-631e-42b7-abcb-c746a9c50327\")) {                    Plotly.newPlot(                        \"a6f3e8fd-631e-42b7-abcb-c746a9c50327\",                        [{\"hovertemplate\":\"dteday=%{x}<br>cnt=%{y}<extra></extra>\",\"legendgroup\":\"\",\"line\":{\"color\":\"#AAAAAA\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"x\":[\"2011-01-01\",\"2011-01-02\",\"2011-01-03\",\"2011-01-04\",\"2011-01-05\",\"2011-01-06\",\"2011-01-07\",\"2011-01-08\",\"2011-01-09\",\"2011-01-10\",\"2011-01-11\",\"2011-01-12\",\"2011-01-13\",\"2011-01-14\",\"2011-01-15\",\"2011-01-16\",\"2011-01-17\",\"2011-01-18\",\"2011-01-19\",\"2011-01-20\",\"2011-01-21\",\"2011-01-22\",\"2011-01-23\",\"2011-01-24\",\"2011-01-25\",\"2011-01-26\",\"2011-01-27\",\"2011-01-28\",\"2011-01-29\",\"2011-01-30\",\"2011-01-31\",\"2011-02-01\",\"2011-02-02\",\"2011-02-03\",\"2011-02-04\",\"2011-02-05\",\"2011-02-06\",\"2011-02-07\",\"2011-02-08\",\"2011-02-09\",\"2011-02-10\",\"2011-02-11\",\"2011-02-12\",\"2011-02-13\",\"2011-02-14\",\"2011-02-15\",\"2011-02-16\",\"2011-02-17\",\"2011-02-18\",\"2011-02-19\",\"2011-02-20\",\"2011-02-21\",\"2011-02-22\",\"2011-02-23\",\"2011-02-24\",\"2011-02-25\",\"2011-02-26\",\"2011-02-27\",\"2011-02-28\",\"2011-03-01\",\"2011-03-02\",\"2011-03-03\",\"2011-03-04\",\"2011-03-05\",\"2011-03-06\",\"2011-03-07\",\"2011-03-08\",\"2011-03-09\",\"2011-03-10\",\"2011-03-11\",\"2011-03-12\",\"2011-03-13\",\"2011-03-14\",\"2011-03-15\",\"2011-03-16\",\"2011-03-17\",\"2011-03-18\",\"2011-03-19\",\"2011-03-20\",\"2011-03-21\",\"2011-03-22\",\"2011-03-23\",\"2011-03-24\",\"2011-03-25\",\"2011-03-26\",\"2011-03-27\",\"2011-03-28\",\"2011-03-29\",\"2011-03-30\",\"2011-03-31\",\"2011-04-01\",\"2011-04-02\",\"2011-04-03\",\"2011-04-04\",\"2011-04-05\",\"2011-04-06\",\"2011-04-07\",\"2011-04-08\",\"2011-04-09\",\"2011-04-10\",\"2011-04-11\",\"2011-04-12\",\"2011-04-13\",\"2011-04-14\",\"2011-04-15\",\"2011-04-16\",\"2011-04-17\",\"2011-04-18\",\"2011-04-19\",\"2011-04-20\",\"2011-04-21\",\"2011-04-22\",\"2011-04-23\",\"2011-04-24\",\"2011-04-25\",\"2011-04-26\",\"2011-04-27\",\"2011-04-28\",\"2011-04-29\",\"2011-04-30\",\"2011-05-01\",\"2011-05-02\",\"2011-05-03\",\"2011-05-04\",\"2011-05-05\",\"2011-05-06\",\"2011-05-07\",\"2011-05-08\",\"2011-05-09\",\"2011-05-10\",\"2011-05-11\",\"2011-05-12\",\"2011-05-13\",\"2011-05-14\",\"2011-05-15\",\"2011-05-16\",\"2011-05-17\",\"2011-05-18\",\"2011-05-19\",\"2011-05-20\",\"2011-05-21\",\"2011-05-22\",\"2011-05-23\",\"2011-05-24\",\"2011-05-25\",\"2011-05-26\",\"2011-05-27\",\"2011-05-28\",\"2011-05-29\",\"2011-05-30\",\"2011-05-31\",\"2011-06-01\",\"2011-06-02\",\"2011-06-03\",\"2011-06-04\",\"2011-06-05\",\"2011-06-06\",\"2011-06-07\",\"2011-06-08\",\"2011-06-09\",\"2011-06-10\",\"2011-06-11\",\"2011-06-12\",\"2011-06-13\",\"2011-06-14\",\"2011-06-15\",\"2011-06-16\",\"2011-06-17\",\"2011-06-18\",\"2011-06-19\",\"2011-06-20\",\"2011-06-21\",\"2011-06-22\",\"2011-06-23\",\"2011-06-24\",\"2011-06-25\",\"2011-06-26\",\"2011-06-27\",\"2011-06-28\",\"2011-06-29\",\"2011-06-30\",\"2011-07-01\",\"2011-07-02\",\"2011-07-03\",\"2011-07-04\",\"2011-07-05\",\"2011-07-06\",\"2011-07-07\",\"2011-07-08\",\"2011-07-09\",\"2011-07-10\",\"2011-07-11\",\"2011-07-12\",\"2011-07-13\",\"2011-07-14\",\"2011-07-15\",\"2011-07-16\",\"2011-07-17\",\"2011-07-18\",\"2011-07-19\",\"2011-07-20\",\"2011-07-21\",\"2011-07-22\",\"2011-07-23\",\"2011-07-24\",\"2011-07-25\",\"2011-07-26\",\"2011-07-27\",\"2011-07-28\",\"2011-07-29\",\"2011-07-30\",\"2011-07-31\",\"2011-08-01\",\"2011-08-02\",\"2011-08-03\",\"2011-08-04\",\"2011-08-05\",\"2011-08-06\",\"2011-08-07\",\"2011-08-08\",\"2011-08-09\",\"2011-08-10\",\"2011-08-11\",\"2011-08-12\",\"2011-08-13\",\"2011-08-14\",\"2011-08-15\",\"2011-08-16\",\"2011-08-17\",\"2011-08-18\",\"2011-08-19\",\"2011-08-20\",\"2011-08-21\",\"2011-08-22\",\"2011-08-23\",\"2011-08-24\",\"2011-08-25\",\"2011-08-26\",\"2011-08-27\",\"2011-08-28\",\"2011-08-29\",\"2011-08-30\",\"2011-08-31\",\"2011-09-01\",\"2011-09-02\",\"2011-09-03\",\"2011-09-04\",\"2011-09-05\",\"2011-09-06\",\"2011-09-07\",\"2011-09-08\",\"2011-09-09\",\"2011-09-10\",\"2011-09-11\",\"2011-09-12\",\"2011-09-13\",\"2011-09-14\",\"2011-09-15\",\"2011-09-16\",\"2011-09-17\",\"2011-09-18\",\"2011-09-19\",\"2011-09-20\",\"2011-09-21\",\"2011-09-22\",\"2011-09-23\",\"2011-09-24\",\"2011-09-25\",\"2011-09-26\",\"2011-09-27\",\"2011-09-28\",\"2011-09-29\",\"2011-09-30\",\"2011-10-01\",\"2011-10-02\",\"2011-10-03\",\"2011-10-04\",\"2011-10-05\",\"2011-10-06\",\"2011-10-07\",\"2011-10-08\",\"2011-10-09\",\"2011-10-10\",\"2011-10-11\",\"2011-10-12\",\"2011-10-13\",\"2011-10-14\",\"2011-10-15\",\"2011-10-16\",\"2011-10-17\",\"2011-10-18\",\"2011-10-19\",\"2011-10-20\",\"2011-10-21\",\"2011-10-22\",\"2011-10-23\",\"2011-10-24\",\"2011-10-25\",\"2011-10-26\",\"2011-10-27\",\"2011-10-28\",\"2011-10-29\",\"2011-10-30\",\"2011-10-31\",\"2011-11-01\",\"2011-11-02\",\"2011-11-03\",\"2011-11-04\",\"2011-11-05\",\"2011-11-06\",\"2011-11-07\",\"2011-11-08\",\"2011-11-09\",\"2011-11-10\",\"2011-11-11\",\"2011-11-12\",\"2011-11-13\",\"2011-11-14\",\"2011-11-15\",\"2011-11-16\",\"2011-11-17\",\"2011-11-18\",\"2011-11-19\",\"2011-11-20\",\"2011-11-21\",\"2011-11-22\",\"2011-11-23\",\"2011-11-24\",\"2011-11-25\",\"2011-11-26\",\"2011-11-27\",\"2011-11-28\",\"2011-11-29\",\"2011-11-30\",\"2011-12-01\",\"2011-12-02\",\"2011-12-03\",\"2011-12-04\",\"2011-12-05\",\"2011-12-06\",\"2011-12-07\",\"2011-12-08\",\"2011-12-09\",\"2011-12-10\",\"2011-12-11\",\"2011-12-12\",\"2011-12-13\",\"2011-12-14\",\"2011-12-15\",\"2011-12-16\",\"2011-12-17\",\"2011-12-18\",\"2011-12-19\",\"2011-12-20\",\"2011-12-21\",\"2011-12-22\",\"2011-12-23\",\"2011-12-24\",\"2011-12-25\",\"2011-12-26\",\"2011-12-27\",\"2011-12-28\",\"2011-12-29\",\"2011-12-30\",\"2011-12-31\",\"2012-01-01\",\"2012-01-02\",\"2012-01-03\",\"2012-01-04\",\"2012-01-05\",\"2012-01-06\",\"2012-01-07\",\"2012-01-08\",\"2012-01-09\",\"2012-01-10\",\"2012-01-11\",\"2012-01-12\",\"2012-01-13\",\"2012-01-14\",\"2012-01-15\",\"2012-01-16\",\"2012-01-17\",\"2012-01-18\",\"2012-01-19\",\"2012-01-20\",\"2012-01-21\",\"2012-01-22\",\"2012-01-23\",\"2012-01-24\",\"2012-01-25\",\"2012-01-26\",\"2012-01-27\",\"2012-01-28\",\"2012-01-29\",\"2012-01-30\",\"2012-01-31\",\"2012-02-01\",\"2012-02-02\",\"2012-02-03\",\"2012-02-04\",\"2012-02-05\",\"2012-02-06\",\"2012-02-07\",\"2012-02-08\",\"2012-02-09\",\"2012-02-10\",\"2012-02-11\",\"2012-02-12\",\"2012-02-13\",\"2012-02-14\",\"2012-02-15\",\"2012-02-16\",\"2012-02-17\",\"2012-02-18\",\"2012-02-19\",\"2012-02-20\",\"2012-02-21\",\"2012-02-22\",\"2012-02-23\",\"2012-02-24\",\"2012-02-25\",\"2012-02-26\",\"2012-02-27\",\"2012-02-28\",\"2012-02-29\",\"2012-03-01\",\"2012-03-02\",\"2012-03-03\",\"2012-03-04\",\"2012-03-05\",\"2012-03-06\",\"2012-03-07\",\"2012-03-08\",\"2012-03-09\",\"2012-03-10\",\"2012-03-11\",\"2012-03-12\",\"2012-03-13\",\"2012-03-14\",\"2012-03-15\",\"2012-03-16\",\"2012-03-17\",\"2012-03-18\",\"2012-03-19\",\"2012-03-20\",\"2012-03-21\",\"2012-03-22\",\"2012-03-23\",\"2012-03-24\",\"2012-03-25\",\"2012-03-26\",\"2012-03-27\",\"2012-03-28\",\"2012-03-29\",\"2012-03-30\",\"2012-03-31\",\"2012-04-01\",\"2012-04-02\",\"2012-04-03\",\"2012-04-04\",\"2012-04-05\",\"2012-04-06\",\"2012-04-07\",\"2012-04-08\",\"2012-04-09\",\"2012-04-10\",\"2012-04-11\",\"2012-04-12\",\"2012-04-13\",\"2012-04-14\",\"2012-04-15\",\"2012-04-16\",\"2012-04-17\",\"2012-04-18\",\"2012-04-19\",\"2012-04-20\",\"2012-04-21\",\"2012-04-22\",\"2012-04-23\",\"2012-04-24\",\"2012-04-25\",\"2012-04-26\",\"2012-04-27\",\"2012-04-28\",\"2012-04-29\",\"2012-04-30\",\"2012-05-01\",\"2012-05-02\",\"2012-05-03\",\"2012-05-04\",\"2012-05-05\",\"2012-05-06\",\"2012-05-07\",\"2012-05-08\",\"2012-05-09\",\"2012-05-10\",\"2012-05-11\",\"2012-05-12\",\"2012-05-13\",\"2012-05-14\",\"2012-05-15\",\"2012-05-16\",\"2012-05-17\",\"2012-05-18\",\"2012-05-19\",\"2012-05-20\",\"2012-05-21\",\"2012-05-22\",\"2012-05-23\",\"2012-05-24\",\"2012-05-25\",\"2012-05-26\",\"2012-05-27\",\"2012-05-28\",\"2012-05-29\",\"2012-05-30\",\"2012-05-31\",\"2012-06-01\",\"2012-06-02\",\"2012-06-03\",\"2012-06-04\",\"2012-06-05\",\"2012-06-06\",\"2012-06-07\",\"2012-06-08\",\"2012-06-09\",\"2012-06-10\",\"2012-06-11\",\"2012-06-12\",\"2012-06-13\",\"2012-06-14\",\"2012-06-15\",\"2012-06-16\",\"2012-06-17\",\"2012-06-18\",\"2012-06-19\",\"2012-06-20\",\"2012-06-21\",\"2012-06-22\",\"2012-06-23\",\"2012-06-24\",\"2012-06-25\",\"2012-06-26\",\"2012-06-27\",\"2012-06-28\",\"2012-06-29\",\"2012-06-30\",\"2012-07-01\",\"2012-07-02\",\"2012-07-03\",\"2012-07-04\",\"2012-07-05\",\"2012-07-06\",\"2012-07-07\",\"2012-07-08\",\"2012-07-09\",\"2012-07-10\",\"2012-07-11\",\"2012-07-12\",\"2012-07-13\",\"2012-07-14\",\"2012-07-15\",\"2012-07-16\",\"2012-07-17\",\"2012-07-18\",\"2012-07-19\",\"2012-07-20\",\"2012-07-21\",\"2012-07-22\",\"2012-07-23\",\"2012-07-24\",\"2012-07-25\",\"2012-07-26\",\"2012-07-27\",\"2012-07-28\",\"2012-07-29\",\"2012-07-30\",\"2012-07-31\",\"2012-08-01\",\"2012-08-02\",\"2012-08-03\",\"2012-08-04\",\"2012-08-05\",\"2012-08-06\",\"2012-08-07\",\"2012-08-08\",\"2012-08-09\",\"2012-08-10\",\"2012-08-11\",\"2012-08-12\",\"2012-08-13\",\"2012-08-14\",\"2012-08-15\",\"2012-08-16\",\"2012-08-17\",\"2012-08-18\",\"2012-08-19\",\"2012-08-20\",\"2012-08-21\",\"2012-08-22\",\"2012-08-23\",\"2012-08-24\",\"2012-08-25\",\"2012-08-26\",\"2012-08-27\",\"2012-08-28\",\"2012-08-29\",\"2012-08-30\",\"2012-08-31\",\"2012-09-01\",\"2012-09-02\",\"2012-09-03\",\"2012-09-04\",\"2012-09-05\",\"2012-09-06\",\"2012-09-07\",\"2012-09-08\",\"2012-09-09\",\"2012-09-10\",\"2012-09-11\",\"2012-09-12\",\"2012-09-13\",\"2012-09-14\",\"2012-09-15\",\"2012-09-16\",\"2012-09-17\",\"2012-09-18\",\"2012-09-19\",\"2012-09-20\",\"2012-09-21\",\"2012-09-22\",\"2012-09-23\",\"2012-09-24\",\"2012-09-25\",\"2012-09-26\",\"2012-09-27\",\"2012-09-28\",\"2012-09-29\",\"2012-09-30\",\"2012-10-01\",\"2012-10-02\",\"2012-10-03\",\"2012-10-04\",\"2012-10-05\",\"2012-10-06\",\"2012-10-07\",\"2012-10-08\",\"2012-10-09\",\"2012-10-10\",\"2012-10-11\",\"2012-10-12\",\"2012-10-13\",\"2012-10-14\",\"2012-10-15\",\"2012-10-16\",\"2012-10-17\",\"2012-10-18\",\"2012-10-19\",\"2012-10-20\",\"2012-10-21\",\"2012-10-22\",\"2012-10-23\",\"2012-10-24\",\"2012-10-25\",\"2012-10-26\",\"2012-10-27\",\"2012-10-28\",\"2012-10-29\",\"2012-10-30\",\"2012-10-31\",\"2012-11-01\",\"2012-11-02\",\"2012-11-03\",\"2012-11-04\",\"2012-11-05\",\"2012-11-06\",\"2012-11-07\",\"2012-11-08\",\"2012-11-09\",\"2012-11-10\",\"2012-11-11\",\"2012-11-12\",\"2012-11-13\",\"2012-11-14\",\"2012-11-15\",\"2012-11-16\",\"2012-11-17\",\"2012-11-18\",\"2012-11-19\",\"2012-11-20\",\"2012-11-21\",\"2012-11-22\",\"2012-11-23\",\"2012-11-24\",\"2012-11-25\",\"2012-11-26\",\"2012-11-27\",\"2012-11-28\",\"2012-11-29\",\"2012-11-30\",\"2012-12-01\",\"2012-12-02\",\"2012-12-03\",\"2012-12-04\",\"2012-12-05\",\"2012-12-06\",\"2012-12-07\",\"2012-12-08\",\"2012-12-09\",\"2012-12-10\",\"2012-12-11\",\"2012-12-12\",\"2012-12-13\",\"2012-12-14\",\"2012-12-15\",\"2012-12-16\",\"2012-12-17\",\"2012-12-18\",\"2012-12-19\",\"2012-12-20\",\"2012-12-21\",\"2012-12-22\",\"2012-12-23\",\"2012-12-24\",\"2012-12-25\",\"2012-12-26\",\"2012-12-27\",\"2012-12-28\",\"2012-12-29\",\"2012-12-30\",\"2012-12-31\"],\"xaxis\":\"x\",\"y\":[985,801,1349,1562,1600,1606,1510,959,822,1321,1263,1162,1406,1421,1248,1204,1000,683,1650,1927,1543,981,986,1416,1985,506,431,1167,1098,1096,1501,1360,1526,1550,1708,1005,1623,1712,1530,1605,1538,1746,1472,1589,1913,1815,2115,2475,2927,1635,1812,1107,1450,1917,1807,1461,1969,2402,1446,1851,2134,1685,1944,2077,605,1872,2133,1891,623,1977,2132,2417,2046,2056,2192,2744,3239,3117,2471,2077,2703,2121,1865,2210,2496,1693,2028,2425,1536,1685,2227,2252,3249,3115,1795,2808,3141,1471,2455,2895,3348,2034,2162,3267,3126,795,3744,3429,3204,3944,4189,1683,4036,4191,4073,4400,3872,4058,4595,5312,3351,4401,4451,2633,4433,4608,4714,4333,4362,4803,4182,4864,4105,3409,4553,3958,4123,3855,4575,4917,5805,4660,4274,4492,4978,4677,4679,4758,4788,4098,3982,3974,4968,5312,5342,4906,4548,4833,4401,3915,4586,4966,4460,5020,4891,5180,3767,4844,5119,4744,4010,4835,4507,4790,4991,5202,5305,4708,4648,5225,5515,5362,5119,4649,6043,4665,4629,4592,4040,5336,4881,4086,4258,4342,5084,5538,5923,5302,4458,4541,4332,3784,3387,3285,3606,3840,4590,4656,4390,3846,4475,4302,4266,4845,3574,4576,4866,4294,3785,4326,4602,4780,4792,4905,4150,3820,4338,4725,4694,3805,4153,5191,3873,4758,5895,5130,3542,4661,1115,4334,4634,5204,5058,5115,4727,4484,4940,3351,2710,1996,1842,3544,5345,5046,4713,4763,4785,3659,4760,4511,4274,4539,3641,4352,4795,2395,5423,5010,4630,4120,3907,4839,5202,2429,2918,3570,4456,4826,4765,4985,5409,5511,5117,4563,2416,2913,3644,5217,5041,4570,4748,2424,4195,4304,4308,4381,4187,4687,3894,2659,3747,627,3331,3669,4068,4186,3974,4046,3926,3649,4035,4205,4109,2933,3368,4067,3717,4486,4195,1817,3053,3392,3663,3520,2765,1607,2566,1495,2792,3068,3071,3867,2914,3613,3727,3940,3614,3485,3811,2594,705,3322,3620,3190,2743,3310,3523,3740,3709,3577,2739,2431,3403,3750,2660,3068,2209,1011,754,1317,1162,2302,2423,2999,2485,2294,1951,2236,2368,3272,4098,4521,3425,2376,3598,2177,4097,3214,2493,2311,2298,2935,3376,3292,3163,1301,1977,2432,4339,4270,4075,3456,4023,3243,3624,4509,4579,3761,4151,2832,2947,3784,4375,2802,3830,3831,2169,1529,3422,3922,4169,3005,4154,4318,2689,3129,3777,4773,5062,3487,2732,3389,4322,4363,1834,4990,3194,4066,3423,3333,3956,4916,5382,4569,4118,4911,5298,5847,6312,6192,4378,7836,5892,6153,6093,6230,6871,8362,3372,4996,5558,5102,5698,6133,5459,6235,6041,5936,6772,6436,6457,6460,6857,5169,5585,5918,4862,5409,6398,7460,7132,6370,6691,4367,6565,7290,6624,1027,3214,5633,6196,5026,6233,4220,6304,5572,5740,6169,6421,6296,6883,6359,6273,5728,4717,6572,7030,7429,6118,2843,5115,7424,7384,7639,8294,7129,4359,6073,5260,6770,6734,6536,6591,6043,5743,6855,7338,4127,8120,7641,6998,7001,7055,7494,7736,7498,6598,6664,4972,7421,7363,7665,7702,6978,5099,6825,6211,5905,5823,7458,6891,6779,7442,7335,6879,5463,5687,5531,6227,6660,7403,6241,6207,4840,4672,6569,6290,7264,7446,7499,6969,6031,6830,6786,5713,6591,5870,4459,7410,6966,7592,8173,6861,6904,6685,6597,7105,7216,7580,7261,7175,6824,5464,7013,7273,7534,7286,5786,6299,6544,6883,6784,7347,7605,7148,7865,4549,6530,7006,7375,7765,7582,6053,5255,6917,7040,7697,7713,7350,6140,5810,6034,6864,7112,6203,7504,5976,8227,7525,7767,7870,7804,8009,8714,7333,6869,4073,7591,7720,8167,8395,7907,7436,7538,7733,7393,7415,8555,6889,6778,4639,7572,7328,8156,7965,3510,5478,6392,7691,7570,7282,7109,6639,5875,7534,7461,7509,5424,8090,6824,7058,7466,7693,7359,7444,7852,4459,22,1096,5566,5986,5847,5138,5107,5259,5686,5035,5315,5992,6536,6852,6269,4094,5495,5445,5698,5629,4669,5499,5634,5146,2425,3910,2277,2424,5087,3959,5260,5323,5668,5191,4649,6234,6606,5729,5375,5008,5582,3228,5170,5501,5319,5532,5611,5047,3786,4585,5557,5267,4128,3623,1749,1787,920,1013,441,2114,3095,1341,1796,2729],\"yaxis\":\"y\",\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"bar\":[{\"error_x\":{\"color\":\"rgb(36,36,36)\"},\"error_y\":{\"color\":\"rgb(36,36,36)\"},\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"baxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"choropleth\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"contourcarpet\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"contour\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmapgl\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmap\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2dcontour\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2d\"}],\"histogram\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.6}},\"type\":\"histogram\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattermapbox\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolargl\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolar\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"rgb(237,237,237)\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"rgb(217,217,217)\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"colorscale\":{\"diverging\":[[0.0,\"rgb(103,0,31)\"],[0.1,\"rgb(178,24,43)\"],[0.2,\"rgb(214,96,77)\"],[0.3,\"rgb(244,165,130)\"],[0.4,\"rgb(253,219,199)\"],[0.5,\"rgb(247,247,247)\"],[0.6,\"rgb(209,229,240)\"],[0.7,\"rgb(146,197,222)\"],[0.8,\"rgb(67,147,195)\"],[0.9,\"rgb(33,102,172)\"],[1.0,\"rgb(5,48,97)\"]],\"sequential\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"sequentialminus\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]]},\"colorway\":[\"#1F77B4\",\"#FF7F0E\",\"#2CA02C\",\"#D62728\",\"#9467BD\",\"#8C564B\",\"#E377C2\",\"#7F7F7F\",\"#BCBD22\",\"#17BECF\"],\"font\":{\"color\":\"rgb(36,36,36)\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"white\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"white\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"radialaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"zaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}},\"shapedefaults\":{\"fillcolor\":\"black\",\"line\":{\"width\":0},\"opacity\":0.3},\"ternary\":{\"aaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"baxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"caxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Count of Bike Rentals\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Date\"}},\"legend\":{\"tracegroupgap\":0},\"margin\":{\"t\":60},\"title\":{\"text\":\"Bike Rentals 2011 / 2012\"},\"width\":1000,\"height\":500,\"shapes\":[{\"line\":{\"color\":\"black\",\"dash\":\"dot\",\"width\":3},\"opacity\":1,\"type\":\"line\",\"x0\":0,\"x1\":1,\"xref\":\"paper\",\"y0\":4504.3488372093025,\"y1\":4504.3488372093025,\"yref\":\"y\"}],\"annotations\":[{\"arrowhead\":4,\"showarrow\":false,\"text\":\"Average Rentals\",\"x\":\"2011-01-01\",\"xshift\":70,\"y\":4504.3488372093025,\"yshift\":10}]},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('a6f3e8fd-631e-42b7-abcb-c746a9c50327');\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": "markdown",
      "source": [
        "## Multiple Line Plots from the Same Dataset"
      ],
      "metadata": {
        "id": "LljB0nLuLFmH"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "fig = px.line(df, x = 'dteday',y=['casual','registered'])\n",
        "\n",
        "fig['data'][0]['line']['color']=\"#F2CC8F\"\n",
        "fig['data'][1]['line']['color']=\"#033F63\"\n",
        "\n",
        "fig.update_layout(\n",
        "    title = 'Casual & Registered Bike Rentals 2011 / 2012',\n",
        "    width = 1000,\n",
        "    height = 500,\n",
        "    xaxis_title = 'Count of Bike Rentals',\n",
        "    yaxis_title = 'Date',\n",
        "    template=\"simple_white\")\n",
        "fig.show()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 517
        },
        "id": "meukscWmttAI",
        "outputId": "770e77f5-e532-46eb-fcf2-f74866014d0d"
      },
      "execution_count": 31,
      "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=\"a0437775-3c45-4a85-823d-b9cb01f64f21\" class=\"plotly-graph-div\" style=\"height:500px; width:1000px;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"a0437775-3c45-4a85-823d-b9cb01f64f21\")) {                    Plotly.newPlot(                        \"a0437775-3c45-4a85-823d-b9cb01f64f21\",                        [{\"hovertemplate\":\"variable=casual<br>dteday=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"casual\",\"line\":{\"color\":\"#F2CC8F\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"casual\",\"showlegend\":true,\"x\":[\"2011-01-01\",\"2011-01-02\",\"2011-01-03\",\"2011-01-04\",\"2011-01-05\",\"2011-01-06\",\"2011-01-07\",\"2011-01-08\",\"2011-01-09\",\"2011-01-10\",\"2011-01-11\",\"2011-01-12\",\"2011-01-13\",\"2011-01-14\",\"2011-01-15\",\"2011-01-16\",\"2011-01-17\",\"2011-01-18\",\"2011-01-19\",\"2011-01-20\",\"2011-01-21\",\"2011-01-22\",\"2011-01-23\",\"2011-01-24\",\"2011-01-25\",\"2011-01-26\",\"2011-01-27\",\"2011-01-28\",\"2011-01-29\",\"2011-01-30\",\"2011-01-31\",\"2011-02-01\",\"2011-02-02\",\"2011-02-03\",\"2011-02-04\",\"2011-02-05\",\"2011-02-06\",\"2011-02-07\",\"2011-02-08\",\"2011-02-09\",\"2011-02-10\",\"2011-02-11\",\"2011-02-12\",\"2011-02-13\",\"2011-02-14\",\"2011-02-15\",\"2011-02-16\",\"2011-02-17\",\"2011-02-18\",\"2011-02-19\",\"2011-02-20\",\"2011-02-21\",\"2011-02-22\",\"2011-02-23\",\"2011-02-24\",\"2011-02-25\",\"2011-02-26\",\"2011-02-27\",\"2011-02-28\",\"2011-03-01\",\"2011-03-02\",\"2011-03-03\",\"2011-03-04\",\"2011-03-05\",\"2011-03-06\",\"2011-03-07\",\"2011-03-08\",\"2011-03-09\",\"2011-03-10\",\"2011-03-11\",\"2011-03-12\",\"2011-03-13\",\"2011-03-14\",\"2011-03-15\",\"2011-03-16\",\"2011-03-17\",\"2011-03-18\",\"2011-03-19\",\"2011-03-20\",\"2011-03-21\",\"2011-03-22\",\"2011-03-23\",\"2011-03-24\",\"2011-03-25\",\"2011-03-26\",\"2011-03-27\",\"2011-03-28\",\"2011-03-29\",\"2011-03-30\",\"2011-03-31\",\"2011-04-01\",\"2011-04-02\",\"2011-04-03\",\"2011-04-04\",\"2011-04-05\",\"2011-04-06\",\"2011-04-07\",\"2011-04-08\",\"2011-04-09\",\"2011-04-10\",\"2011-04-11\",\"2011-04-12\",\"2011-04-13\",\"2011-04-14\",\"2011-04-15\",\"2011-04-16\",\"2011-04-17\",\"2011-04-18\",\"2011-04-19\",\"2011-04-20\",\"2011-04-21\",\"2011-04-22\",\"2011-04-23\",\"2011-04-24\",\"2011-04-25\",\"2011-04-26\",\"2011-04-27\",\"2011-04-28\",\"2011-04-29\",\"2011-04-30\",\"2011-05-01\",\"2011-05-02\",\"2011-05-03\",\"2011-05-04\",\"2011-05-05\",\"2011-05-06\",\"2011-05-07\",\"2011-05-08\",\"2011-05-09\",\"2011-05-10\",\"2011-05-11\",\"2011-05-12\",\"2011-05-13\",\"2011-05-14\",\"2011-05-15\",\"2011-05-16\",\"2011-05-17\",\"2011-05-18\",\"2011-05-19\",\"2011-05-20\",\"2011-05-21\",\"2011-05-22\",\"2011-05-23\",\"2011-05-24\",\"2011-05-25\",\"2011-05-26\",\"2011-05-27\",\"2011-05-28\",\"2011-05-29\",\"2011-05-30\",\"2011-05-31\",\"2011-06-01\",\"2011-06-02\",\"2011-06-03\",\"2011-06-04\",\"2011-06-05\",\"2011-06-06\",\"2011-06-07\",\"2011-06-08\",\"2011-06-09\",\"2011-06-10\",\"2011-06-11\",\"2011-06-12\",\"2011-06-13\",\"2011-06-14\",\"2011-06-15\",\"2011-06-16\",\"2011-06-17\",\"2011-06-18\",\"2011-06-19\",\"2011-06-20\",\"2011-06-21\",\"2011-06-22\",\"2011-06-23\",\"2011-06-24\",\"2011-06-25\",\"2011-06-26\",\"2011-06-27\",\"2011-06-28\",\"2011-06-29\",\"2011-06-30\",\"2011-07-01\",\"2011-07-02\",\"2011-07-03\",\"2011-07-04\",\"2011-07-05\",\"2011-07-06\",\"2011-07-07\",\"2011-07-08\",\"2011-07-09\",\"2011-07-10\",\"2011-07-11\",\"2011-07-12\",\"2011-07-13\",\"2011-07-14\",\"2011-07-15\",\"2011-07-16\",\"2011-07-17\",\"2011-07-18\",\"2011-07-19\",\"2011-07-20\",\"2011-07-21\",\"2011-07-22\",\"2011-07-23\",\"2011-07-24\",\"2011-07-25\",\"2011-07-26\",\"2011-07-27\",\"2011-07-28\",\"2011-07-29\",\"2011-07-30\",\"2011-07-31\",\"2011-08-01\",\"2011-08-02\",\"2011-08-03\",\"2011-08-04\",\"2011-08-05\",\"2011-08-06\",\"2011-08-07\",\"2011-08-08\",\"2011-08-09\",\"2011-08-10\",\"2011-08-11\",\"2011-08-12\",\"2011-08-13\",\"2011-08-14\",\"2011-08-15\",\"2011-08-16\",\"2011-08-17\",\"2011-08-18\",\"2011-08-19\",\"2011-08-20\",\"2011-08-21\",\"2011-08-22\",\"2011-08-23\",\"2011-08-24\",\"2011-08-25\",\"2011-08-26\",\"2011-08-27\",\"2011-08-28\",\"2011-08-29\",\"2011-08-30\",\"2011-08-31\",\"2011-09-01\",\"2011-09-02\",\"2011-09-03\",\"2011-09-04\",\"2011-09-05\",\"2011-09-06\",\"2011-09-07\",\"2011-09-08\",\"2011-09-09\",\"2011-09-10\",\"2011-09-11\",\"2011-09-12\",\"2011-09-13\",\"2011-09-14\",\"2011-09-15\",\"2011-09-16\",\"2011-09-17\",\"2011-09-18\",\"2011-09-19\",\"2011-09-20\",\"2011-09-21\",\"2011-09-22\",\"2011-09-23\",\"2011-09-24\",\"2011-09-25\",\"2011-09-26\",\"2011-09-27\",\"2011-09-28\",\"2011-09-29\",\"2011-09-30\",\"2011-10-01\",\"2011-10-02\",\"2011-10-03\",\"2011-10-04\",\"2011-10-05\",\"2011-10-06\",\"2011-10-07\",\"2011-10-08\",\"2011-10-09\",\"2011-10-10\",\"2011-10-11\",\"2011-10-12\",\"2011-10-13\",\"2011-10-14\",\"2011-10-15\",\"2011-10-16\",\"2011-10-17\",\"2011-10-18\",\"2011-10-19\",\"2011-10-20\",\"2011-10-21\",\"2011-10-22\",\"2011-10-23\",\"2011-10-24\",\"2011-10-25\",\"2011-10-26\",\"2011-10-27\",\"2011-10-28\",\"2011-10-29\",\"2011-10-30\",\"2011-10-31\",\"2011-11-01\",\"2011-11-02\",\"2011-11-03\",\"2011-11-04\",\"2011-11-05\",\"2011-11-06\",\"2011-11-07\",\"2011-11-08\",\"2011-11-09\",\"2011-11-10\",\"2011-11-11\",\"2011-11-12\",\"2011-11-13\",\"2011-11-14\",\"2011-11-15\",\"2011-11-16\",\"2011-11-17\",\"2011-11-18\",\"2011-11-19\",\"2011-11-20\",\"2011-11-21\",\"2011-11-22\",\"2011-11-23\",\"2011-11-24\",\"2011-11-25\",\"2011-11-26\",\"2011-11-27\",\"2011-11-28\",\"2011-11-29\",\"2011-11-30\",\"2011-12-01\",\"2011-12-02\",\"2011-12-03\",\"2011-12-04\",\"2011-12-05\",\"2011-12-06\",\"2011-12-07\",\"2011-12-08\",\"2011-12-09\",\"2011-12-10\",\"2011-12-11\",\"2011-12-12\",\"2011-12-13\",\"2011-12-14\",\"2011-12-15\",\"2011-12-16\",\"2011-12-17\",\"2011-12-18\",\"2011-12-19\",\"2011-12-20\",\"2011-12-21\",\"2011-12-22\",\"2011-12-23\",\"2011-12-24\",\"2011-12-25\",\"2011-12-26\",\"2011-12-27\",\"2011-12-28\",\"2011-12-29\",\"2011-12-30\",\"2011-12-31\",\"2012-01-01\",\"2012-01-02\",\"2012-01-03\",\"2012-01-04\",\"2012-01-05\",\"2012-01-06\",\"2012-01-07\",\"2012-01-08\",\"2012-01-09\",\"2012-01-10\",\"2012-01-11\",\"2012-01-12\",\"2012-01-13\",\"2012-01-14\",\"2012-01-15\",\"2012-01-16\",\"2012-01-17\",\"2012-01-18\",\"2012-01-19\",\"2012-01-20\",\"2012-01-21\",\"2012-01-22\",\"2012-01-23\",\"2012-01-24\",\"2012-01-25\",\"2012-01-26\",\"2012-01-27\",\"2012-01-28\",\"2012-01-29\",\"2012-01-30\",\"2012-01-31\",\"2012-02-01\",\"2012-02-02\",\"2012-02-03\",\"2012-02-04\",\"2012-02-05\",\"2012-02-06\",\"2012-02-07\",\"2012-02-08\",\"2012-02-09\",\"2012-02-10\",\"2012-02-11\",\"2012-02-12\",\"2012-02-13\",\"2012-02-14\",\"2012-02-15\",\"2012-02-16\",\"2012-02-17\",\"2012-02-18\",\"2012-02-19\",\"2012-02-20\",\"2012-02-21\",\"2012-02-22\",\"2012-02-23\",\"2012-02-24\",\"2012-02-25\",\"2012-02-26\",\"2012-02-27\",\"2012-02-28\",\"2012-02-29\",\"2012-03-01\",\"2012-03-02\",\"2012-03-03\",\"2012-03-04\",\"2012-03-05\",\"2012-03-06\",\"2012-03-07\",\"2012-03-08\",\"2012-03-09\",\"2012-03-10\",\"2012-03-11\",\"2012-03-12\",\"2012-03-13\",\"2012-03-14\",\"2012-03-15\",\"2012-03-16\",\"2012-03-17\",\"2012-03-18\",\"2012-03-19\",\"2012-03-20\",\"2012-03-21\",\"2012-03-22\",\"2012-03-23\",\"2012-03-24\",\"2012-03-25\",\"2012-03-26\",\"2012-03-27\",\"2012-03-28\",\"2012-03-29\",\"2012-03-30\",\"2012-03-31\",\"2012-04-01\",\"2012-04-02\",\"2012-04-03\",\"2012-04-04\",\"2012-04-05\",\"2012-04-06\",\"2012-04-07\",\"2012-04-08\",\"2012-04-09\",\"2012-04-10\",\"2012-04-11\",\"2012-04-12\",\"2012-04-13\",\"2012-04-14\",\"2012-04-15\",\"2012-04-16\",\"2012-04-17\",\"2012-04-18\",\"2012-04-19\",\"2012-04-20\",\"2012-04-21\",\"2012-04-22\",\"2012-04-23\",\"2012-04-24\",\"2012-04-25\",\"2012-04-26\",\"2012-04-27\",\"2012-04-28\",\"2012-04-29\",\"2012-04-30\",\"2012-05-01\",\"2012-05-02\",\"2012-05-03\",\"2012-05-04\",\"2012-05-05\",\"2012-05-06\",\"2012-05-07\",\"2012-05-08\",\"2012-05-09\",\"2012-05-10\",\"2012-05-11\",\"2012-05-12\",\"2012-05-13\",\"2012-05-14\",\"2012-05-15\",\"2012-05-16\",\"2012-05-17\",\"2012-05-18\",\"2012-05-19\",\"2012-05-20\",\"2012-05-21\",\"2012-05-22\",\"2012-05-23\",\"2012-05-24\",\"2012-05-25\",\"2012-05-26\",\"2012-05-27\",\"2012-05-28\",\"2012-05-29\",\"2012-05-30\",\"2012-05-31\",\"2012-06-01\",\"2012-06-02\",\"2012-06-03\",\"2012-06-04\",\"2012-06-05\",\"2012-06-06\",\"2012-06-07\",\"2012-06-08\",\"2012-06-09\",\"2012-06-10\",\"2012-06-11\",\"2012-06-12\",\"2012-06-13\",\"2012-06-14\",\"2012-06-15\",\"2012-06-16\",\"2012-06-17\",\"2012-06-18\",\"2012-06-19\",\"2012-06-20\",\"2012-06-21\",\"2012-06-22\",\"2012-06-23\",\"2012-06-24\",\"2012-06-25\",\"2012-06-26\",\"2012-06-27\",\"2012-06-28\",\"2012-06-29\",\"2012-06-30\",\"2012-07-01\",\"2012-07-02\",\"2012-07-03\",\"2012-07-04\",\"2012-07-05\",\"2012-07-06\",\"2012-07-07\",\"2012-07-08\",\"2012-07-09\",\"2012-07-10\",\"2012-07-11\",\"2012-07-12\",\"2012-07-13\",\"2012-07-14\",\"2012-07-15\",\"2012-07-16\",\"2012-07-17\",\"2012-07-18\",\"2012-07-19\",\"2012-07-20\",\"2012-07-21\",\"2012-07-22\",\"2012-07-23\",\"2012-07-24\",\"2012-07-25\",\"2012-07-26\",\"2012-07-27\",\"2012-07-28\",\"2012-07-29\",\"2012-07-30\",\"2012-07-31\",\"2012-08-01\",\"2012-08-02\",\"2012-08-03\",\"2012-08-04\",\"2012-08-05\",\"2012-08-06\",\"2012-08-07\",\"2012-08-08\",\"2012-08-09\",\"2012-08-10\",\"2012-08-11\",\"2012-08-12\",\"2012-08-13\",\"2012-08-14\",\"2012-08-15\",\"2012-08-16\",\"2012-08-17\",\"2012-08-18\",\"2012-08-19\",\"2012-08-20\",\"2012-08-21\",\"2012-08-22\",\"2012-08-23\",\"2012-08-24\",\"2012-08-25\",\"2012-08-26\",\"2012-08-27\",\"2012-08-28\",\"2012-08-29\",\"2012-08-30\",\"2012-08-31\",\"2012-09-01\",\"2012-09-02\",\"2012-09-03\",\"2012-09-04\",\"2012-09-05\",\"2012-09-06\",\"2012-09-07\",\"2012-09-08\",\"2012-09-09\",\"2012-09-10\",\"2012-09-11\",\"2012-09-12\",\"2012-09-13\",\"2012-09-14\",\"2012-09-15\",\"2012-09-16\",\"2012-09-17\",\"2012-09-18\",\"2012-09-19\",\"2012-09-20\",\"2012-09-21\",\"2012-09-22\",\"2012-09-23\",\"2012-09-24\",\"2012-09-25\",\"2012-09-26\",\"2012-09-27\",\"2012-09-28\",\"2012-09-29\",\"2012-09-30\",\"2012-10-01\",\"2012-10-02\",\"2012-10-03\",\"2012-10-04\",\"2012-10-05\",\"2012-10-06\",\"2012-10-07\",\"2012-10-08\",\"2012-10-09\",\"2012-10-10\",\"2012-10-11\",\"2012-10-12\",\"2012-10-13\",\"2012-10-14\",\"2012-10-15\",\"2012-10-16\",\"2012-10-17\",\"2012-10-18\",\"2012-10-19\",\"2012-10-20\",\"2012-10-21\",\"2012-10-22\",\"2012-10-23\",\"2012-10-24\",\"2012-10-25\",\"2012-10-26\",\"2012-10-27\",\"2012-10-28\",\"2012-10-29\",\"2012-10-30\",\"2012-10-31\",\"2012-11-01\",\"2012-11-02\",\"2012-11-03\",\"2012-11-04\",\"2012-11-05\",\"2012-11-06\",\"2012-11-07\",\"2012-11-08\",\"2012-11-09\",\"2012-11-10\",\"2012-11-11\",\"2012-11-12\",\"2012-11-13\",\"2012-11-14\",\"2012-11-15\",\"2012-11-16\",\"2012-11-17\",\"2012-11-18\",\"2012-11-19\",\"2012-11-20\",\"2012-11-21\",\"2012-11-22\",\"2012-11-23\",\"2012-11-24\",\"2012-11-25\",\"2012-11-26\",\"2012-11-27\",\"2012-11-28\",\"2012-11-29\",\"2012-11-30\",\"2012-12-01\",\"2012-12-02\",\"2012-12-03\",\"2012-12-04\",\"2012-12-05\",\"2012-12-06\",\"2012-12-07\",\"2012-12-08\",\"2012-12-09\",\"2012-12-10\",\"2012-12-11\",\"2012-12-12\",\"2012-12-13\",\"2012-12-14\",\"2012-12-15\",\"2012-12-16\",\"2012-12-17\",\"2012-12-18\",\"2012-12-19\",\"2012-12-20\",\"2012-12-21\",\"2012-12-22\",\"2012-12-23\",\"2012-12-24\",\"2012-12-25\",\"2012-12-26\",\"2012-12-27\",\"2012-12-28\",\"2012-12-29\",\"2012-12-30\",\"2012-12-31\"],\"xaxis\":\"x\",\"y\":[331,131,120,108,82,88,148,68,54,41,43,25,38,54,222,251,117,9,78,83,75,93,150,86,186,34,15,38,123,140,42,47,72,61,88,100,354,120,64,53,47,149,288,397,208,140,218,259,579,532,639,195,74,139,100,120,424,694,81,137,231,123,214,640,114,244,316,191,46,247,724,982,359,289,321,424,884,1424,1047,401,460,203,166,300,981,472,222,317,168,179,307,898,1651,734,167,413,571,172,879,1188,855,257,209,529,642,121,1558,669,409,613,745,177,1462,1710,773,678,547,569,878,1965,1138,847,603,255,614,894,1612,1401,664,694,550,695,692,902,1582,773,678,536,735,909,2258,1576,836,659,740,758,871,2001,2355,1549,673,513,736,898,1869,1685,673,763,676,563,815,1729,1467,863,727,769,545,863,1807,1639,699,774,661,746,969,1782,1920,854,732,848,1027,1246,2204,2282,3065,1031,784,754,692,1988,1743,723,662,748,888,1318,2418,2006,841,752,644,632,562,987,1050,568,750,755,606,670,1559,1524,729,801,467,799,1023,1521,1298,846,907,884,812,1051,1504,1338,775,721,668,639,797,1914,1249,833,1281,949,435,768,226,1415,729,775,688,783,875,1935,2521,1236,204,118,153,417,1750,1633,690,701,647,428,742,1434,1353,691,438,539,555,258,1776,1544,684,477,480,653,830,480,616,330,486,559,639,949,2235,2397,1514,667,217,290,529,1899,1748,713,637,254,471,676,1499,1619,699,695,404,240,456,57,885,362,410,370,318,470,1156,952,373,376,305,190,440,1275,1004,595,449,145,139,245,943,787,220,69,112,560,1095,1249,810,253,96,188,182,268,706,634,233,126,50,150,261,502,377,143,155,178,181,178,275,220,260,216,107,227,163,155,303,430,103,255,254,491,665,686,244,89,95,140,307,1070,599,106,173,92,269,174,333,284,217,127,109,130,115,67,196,145,439,467,244,269,775,558,126,324,304,190,310,384,318,206,199,109,163,227,192,73,94,135,141,74,349,1435,618,502,163,394,516,246,317,515,253,229,65,325,246,956,710,203,221,432,486,447,968,1658,838,762,997,1005,548,3155,2207,982,1051,1122,1334,2469,1033,1532,795,531,674,834,796,2301,2347,1208,1348,1058,1192,1807,3252,2230,905,819,482,663,1252,2795,2846,1198,989,347,846,1340,2541,120,195,518,655,475,1014,1120,2229,665,653,667,764,1069,2496,2135,1008,738,620,1026,1319,2622,2172,342,625,991,1242,1521,3410,2704,630,819,766,1059,1417,2855,3283,2557,880,745,1100,533,2795,2494,1071,968,1027,1038,1488,2708,2224,1017,477,1173,1180,1563,2963,2634,653,968,872,778,964,2657,2551,1139,1077,1077,921,829,1455,1421,904,1052,2562,1405,1366,1448,1203,998,954,975,1032,1511,2355,1920,1088,921,799,888,747,1264,2544,1135,1140,1383,1036,1259,2234,2153,1040,968,1074,983,1328,2345,1707,1233,1278,1263,1196,1065,2247,2182,1207,1128,1198,1338,1483,2827,1208,1026,1081,1094,1363,1325,1829,1483,989,935,1177,1172,1433,2352,2613,1965,867,832,611,1045,1557,2570,1118,1070,1050,1054,1379,3160,2166,1022,371,788,939,1250,2512,2454,1001,845,787,751,1045,2589,2015,763,315,728,891,1516,3031,781,874,601,780,834,1060,2252,2080,760,922,979,1008,753,2806,2132,830,841,795,875,1182,2643,998,2,87,419,466,618,1029,1201,378,466,326,340,709,2090,2290,1097,327,373,320,484,1313,922,449,534,615,955,1603,532,309,337,123,198,243,362,951,892,555,551,331,340,349,1153,441,329,282,310,425,429,767,538,212,433,333,314,221,205,408,174,440,9,247,644,159,364,439],\"yaxis\":\"y\",\"type\":\"scattergl\"},{\"hovertemplate\":\"variable=registered<br>dteday=%{x}<br>value=%{y}<extra></extra>\",\"legendgroup\":\"registered\",\"line\":{\"color\":\"#033F63\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"registered\",\"showlegend\":true,\"x\":[\"2011-01-01\",\"2011-01-02\",\"2011-01-03\",\"2011-01-04\",\"2011-01-05\",\"2011-01-06\",\"2011-01-07\",\"2011-01-08\",\"2011-01-09\",\"2011-01-10\",\"2011-01-11\",\"2011-01-12\",\"2011-01-13\",\"2011-01-14\",\"2011-01-15\",\"2011-01-16\",\"2011-01-17\",\"2011-01-18\",\"2011-01-19\",\"2011-01-20\",\"2011-01-21\",\"2011-01-22\",\"2011-01-23\",\"2011-01-24\",\"2011-01-25\",\"2011-01-26\",\"2011-01-27\",\"2011-01-28\",\"2011-01-29\",\"2011-01-30\",\"2011-01-31\",\"2011-02-01\",\"2011-02-02\",\"2011-02-03\",\"2011-02-04\",\"2011-02-05\",\"2011-02-06\",\"2011-02-07\",\"2011-02-08\",\"2011-02-09\",\"2011-02-10\",\"2011-02-11\",\"2011-02-12\",\"2011-02-13\",\"2011-02-14\",\"2011-02-15\",\"2011-02-16\",\"2011-02-17\",\"2011-02-18\",\"2011-02-19\",\"2011-02-20\",\"2011-02-21\",\"2011-02-22\",\"2011-02-23\",\"2011-02-24\",\"2011-02-25\",\"2011-02-26\",\"2011-02-27\",\"2011-02-28\",\"2011-03-01\",\"2011-03-02\",\"2011-03-03\",\"2011-03-04\",\"2011-03-05\",\"2011-03-06\",\"2011-03-07\",\"2011-03-08\",\"2011-03-09\",\"2011-03-10\",\"2011-03-11\",\"2011-03-12\",\"2011-03-13\",\"2011-03-14\",\"2011-03-15\",\"2011-03-16\",\"2011-03-17\",\"2011-03-18\",\"2011-03-19\",\"2011-03-20\",\"2011-03-21\",\"2011-03-22\",\"2011-03-23\",\"2011-03-24\",\"2011-03-25\",\"2011-03-26\",\"2011-03-27\",\"2011-03-28\",\"2011-03-29\",\"2011-03-30\",\"2011-03-31\",\"2011-04-01\",\"2011-04-02\",\"2011-04-03\",\"2011-04-04\",\"2011-04-05\",\"2011-04-06\",\"2011-04-07\",\"2011-04-08\",\"2011-04-09\",\"2011-04-10\",\"2011-04-11\",\"2011-04-12\",\"2011-04-13\",\"2011-04-14\",\"2011-04-15\",\"2011-04-16\",\"2011-04-17\",\"2011-04-18\",\"2011-04-19\",\"2011-04-20\",\"2011-04-21\",\"2011-04-22\",\"2011-04-23\",\"2011-04-24\",\"2011-04-25\",\"2011-04-26\",\"2011-04-27\",\"2011-04-28\",\"2011-04-29\",\"2011-04-30\",\"2011-05-01\",\"2011-05-02\",\"2011-05-03\",\"2011-05-04\",\"2011-05-05\",\"2011-05-06\",\"2011-05-07\",\"2011-05-08\",\"2011-05-09\",\"2011-05-10\",\"2011-05-11\",\"2011-05-12\",\"2011-05-13\",\"2011-05-14\",\"2011-05-15\",\"2011-05-16\",\"2011-05-17\",\"2011-05-18\",\"2011-05-19\",\"2011-05-20\",\"2011-05-21\",\"2011-05-22\",\"2011-05-23\",\"2011-05-24\",\"2011-05-25\",\"2011-05-26\",\"2011-05-27\",\"2011-05-28\",\"2011-05-29\",\"2011-05-30\",\"2011-05-31\",\"2011-06-01\",\"2011-06-02\",\"2011-06-03\",\"2011-06-04\",\"2011-06-05\",\"2011-06-06\",\"2011-06-07\",\"2011-06-08\",\"2011-06-09\",\"2011-06-10\",\"2011-06-11\",\"2011-06-12\",\"2011-06-13\",\"2011-06-14\",\"2011-06-15\",\"2011-06-16\",\"2011-06-17\",\"2011-06-18\",\"2011-06-19\",\"2011-06-20\",\"2011-06-21\",\"2011-06-22\",\"2011-06-23\",\"2011-06-24\",\"2011-06-25\",\"2011-06-26\",\"2011-06-27\",\"2011-06-28\",\"2011-06-29\",\"2011-06-30\",\"2011-07-01\",\"2011-07-02\",\"2011-07-03\",\"2011-07-04\",\"2011-07-05\",\"2011-07-06\",\"2011-07-07\",\"2011-07-08\",\"2011-07-09\",\"2011-07-10\",\"2011-07-11\",\"2011-07-12\",\"2011-07-13\",\"2011-07-14\",\"2011-07-15\",\"2011-07-16\",\"2011-07-17\",\"2011-07-18\",\"2011-07-19\",\"2011-07-20\",\"2011-07-21\",\"2011-07-22\",\"2011-07-23\",\"2011-07-24\",\"2011-07-25\",\"2011-07-26\",\"2011-07-27\",\"2011-07-28\",\"2011-07-29\",\"2011-07-30\",\"2011-07-31\",\"2011-08-01\",\"2011-08-02\",\"2011-08-03\",\"2011-08-04\",\"2011-08-05\",\"2011-08-06\",\"2011-08-07\",\"2011-08-08\",\"2011-08-09\",\"2011-08-10\",\"2011-08-11\",\"2011-08-12\",\"2011-08-13\",\"2011-08-14\",\"2011-08-15\",\"2011-08-16\",\"2011-08-17\",\"2011-08-18\",\"2011-08-19\",\"2011-08-20\",\"2011-08-21\",\"2011-08-22\",\"2011-08-23\",\"2011-08-24\",\"2011-08-25\",\"2011-08-26\",\"2011-08-27\",\"2011-08-28\",\"2011-08-29\",\"2011-08-30\",\"2011-08-31\",\"2011-09-01\",\"2011-09-02\",\"2011-09-03\",\"2011-09-04\",\"2011-09-05\",\"2011-09-06\",\"2011-09-07\",\"2011-09-08\",\"2011-09-09\",\"2011-09-10\",\"2011-09-11\",\"2011-09-12\",\"2011-09-13\",\"2011-09-14\",\"2011-09-15\",\"2011-09-16\",\"2011-09-17\",\"2011-09-18\",\"2011-09-19\",\"2011-09-20\",\"2011-09-21\",\"2011-09-22\",\"2011-09-23\",\"2011-09-24\",\"2011-09-25\",\"2011-09-26\",\"2011-09-27\",\"2011-09-28\",\"2011-09-29\",\"2011-09-30\",\"2011-10-01\",\"2011-10-02\",\"2011-10-03\",\"2011-10-04\",\"2011-10-05\",\"2011-10-06\",\"2011-10-07\",\"2011-10-08\",\"2011-10-09\",\"2011-10-10\",\"2011-10-11\",\"2011-10-12\",\"2011-10-13\",\"2011-10-14\",\"2011-10-15\",\"2011-10-16\",\"2011-10-17\",\"2011-10-18\",\"2011-10-19\",\"2011-10-20\",\"2011-10-21\",\"2011-10-22\",\"2011-10-23\",\"2011-10-24\",\"2011-10-25\",\"2011-10-26\",\"2011-10-27\",\"2011-10-28\",\"2011-10-29\",\"2011-10-30\",\"2011-10-31\",\"2011-11-01\",\"2011-11-02\",\"2011-11-03\",\"2011-11-04\",\"2011-11-05\",\"2011-11-06\",\"2011-11-07\",\"2011-11-08\",\"2011-11-09\",\"2011-11-10\",\"2011-11-11\",\"2011-11-12\",\"2011-11-13\",\"2011-11-14\",\"2011-11-15\",\"2011-11-16\",\"2011-11-17\",\"2011-11-18\",\"2011-11-19\",\"2011-11-20\",\"2011-11-21\",\"2011-11-22\",\"2011-11-23\",\"2011-11-24\",\"2011-11-25\",\"2011-11-26\",\"2011-11-27\",\"2011-11-28\",\"2011-11-29\",\"2011-11-30\",\"2011-12-01\",\"2011-12-02\",\"2011-12-03\",\"2011-12-04\",\"2011-12-05\",\"2011-12-06\",\"2011-12-07\",\"2011-12-08\",\"2011-12-09\",\"2011-12-10\",\"2011-12-11\",\"2011-12-12\",\"2011-12-13\",\"2011-12-14\",\"2011-12-15\",\"2011-12-16\",\"2011-12-17\",\"2011-12-18\",\"2011-12-19\",\"2011-12-20\",\"2011-12-21\",\"2011-12-22\",\"2011-12-23\",\"2011-12-24\",\"2011-12-25\",\"2011-12-26\",\"2011-12-27\",\"2011-12-28\",\"2011-12-29\",\"2011-12-30\",\"2011-12-31\",\"2012-01-01\",\"2012-01-02\",\"2012-01-03\",\"2012-01-04\",\"2012-01-05\",\"2012-01-06\",\"2012-01-07\",\"2012-01-08\",\"2012-01-09\",\"2012-01-10\",\"2012-01-11\",\"2012-01-12\",\"2012-01-13\",\"2012-01-14\",\"2012-01-15\",\"2012-01-16\",\"2012-01-17\",\"2012-01-18\",\"2012-01-19\",\"2012-01-20\",\"2012-01-21\",\"2012-01-22\",\"2012-01-23\",\"2012-01-24\",\"2012-01-25\",\"2012-01-26\",\"2012-01-27\",\"2012-01-28\",\"2012-01-29\",\"2012-01-30\",\"2012-01-31\",\"2012-02-01\",\"2012-02-02\",\"2012-02-03\",\"2012-02-04\",\"2012-02-05\",\"2012-02-06\",\"2012-02-07\",\"2012-02-08\",\"2012-02-09\",\"2012-02-10\",\"2012-02-11\",\"2012-02-12\",\"2012-02-13\",\"2012-02-14\",\"2012-02-15\",\"2012-02-16\",\"2012-02-17\",\"2012-02-18\",\"2012-02-19\",\"2012-02-20\",\"2012-02-21\",\"2012-02-22\",\"2012-02-23\",\"2012-02-24\",\"2012-02-25\",\"2012-02-26\",\"2012-02-27\",\"2012-02-28\",\"2012-02-29\",\"2012-03-01\",\"2012-03-02\",\"2012-03-03\",\"2012-03-04\",\"2012-03-05\",\"2012-03-06\",\"2012-03-07\",\"2012-03-08\",\"2012-03-09\",\"2012-03-10\",\"2012-03-11\",\"2012-03-12\",\"2012-03-13\",\"2012-03-14\",\"2012-03-15\",\"2012-03-16\",\"2012-03-17\",\"2012-03-18\",\"2012-03-19\",\"2012-03-20\",\"2012-03-21\",\"2012-03-22\",\"2012-03-23\",\"2012-03-24\",\"2012-03-25\",\"2012-03-26\",\"2012-03-27\",\"2012-03-28\",\"2012-03-29\",\"2012-03-30\",\"2012-03-31\",\"2012-04-01\",\"2012-04-02\",\"2012-04-03\",\"2012-04-04\",\"2012-04-05\",\"2012-04-06\",\"2012-04-07\",\"2012-04-08\",\"2012-04-09\",\"2012-04-10\",\"2012-04-11\",\"2012-04-12\",\"2012-04-13\",\"2012-04-14\",\"2012-04-15\",\"2012-04-16\",\"2012-04-17\",\"2012-04-18\",\"2012-04-19\",\"2012-04-20\",\"2012-04-21\",\"2012-04-22\",\"2012-04-23\",\"2012-04-24\",\"2012-04-25\",\"2012-04-26\",\"2012-04-27\",\"2012-04-28\",\"2012-04-29\",\"2012-04-30\",\"2012-05-01\",\"2012-05-02\",\"2012-05-03\",\"2012-05-04\",\"2012-05-05\",\"2012-05-06\",\"2012-05-07\",\"2012-05-08\",\"2012-05-09\",\"2012-05-10\",\"2012-05-11\",\"2012-05-12\",\"2012-05-13\",\"2012-05-14\",\"2012-05-15\",\"2012-05-16\",\"2012-05-17\",\"2012-05-18\",\"2012-05-19\",\"2012-05-20\",\"2012-05-21\",\"2012-05-22\",\"2012-05-23\",\"2012-05-24\",\"2012-05-25\",\"2012-05-26\",\"2012-05-27\",\"2012-05-28\",\"2012-05-29\",\"2012-05-30\",\"2012-05-31\",\"2012-06-01\",\"2012-06-02\",\"2012-06-03\",\"2012-06-04\",\"2012-06-05\",\"2012-06-06\",\"2012-06-07\",\"2012-06-08\",\"2012-06-09\",\"2012-06-10\",\"2012-06-11\",\"2012-06-12\",\"2012-06-13\",\"2012-06-14\",\"2012-06-15\",\"2012-06-16\",\"2012-06-17\",\"2012-06-18\",\"2012-06-19\",\"2012-06-20\",\"2012-06-21\",\"2012-06-22\",\"2012-06-23\",\"2012-06-24\",\"2012-06-25\",\"2012-06-26\",\"2012-06-27\",\"2012-06-28\",\"2012-06-29\",\"2012-06-30\",\"2012-07-01\",\"2012-07-02\",\"2012-07-03\",\"2012-07-04\",\"2012-07-05\",\"2012-07-06\",\"2012-07-07\",\"2012-07-08\",\"2012-07-09\",\"2012-07-10\",\"2012-07-11\",\"2012-07-12\",\"2012-07-13\",\"2012-07-14\",\"2012-07-15\",\"2012-07-16\",\"2012-07-17\",\"2012-07-18\",\"2012-07-19\",\"2012-07-20\",\"2012-07-21\",\"2012-07-22\",\"2012-07-23\",\"2012-07-24\",\"2012-07-25\",\"2012-07-26\",\"2012-07-27\",\"2012-07-28\",\"2012-07-29\",\"2012-07-30\",\"2012-07-31\",\"2012-08-01\",\"2012-08-02\",\"2012-08-03\",\"2012-08-04\",\"2012-08-05\",\"2012-08-06\",\"2012-08-07\",\"2012-08-08\",\"2012-08-09\",\"2012-08-10\",\"2012-08-11\",\"2012-08-12\",\"2012-08-13\",\"2012-08-14\",\"2012-08-15\",\"2012-08-16\",\"2012-08-17\",\"2012-08-18\",\"2012-08-19\",\"2012-08-20\",\"2012-08-21\",\"2012-08-22\",\"2012-08-23\",\"2012-08-24\",\"2012-08-25\",\"2012-08-26\",\"2012-08-27\",\"2012-08-28\",\"2012-08-29\",\"2012-08-30\",\"2012-08-31\",\"2012-09-01\",\"2012-09-02\",\"2012-09-03\",\"2012-09-04\",\"2012-09-05\",\"2012-09-06\",\"2012-09-07\",\"2012-09-08\",\"2012-09-09\",\"2012-09-10\",\"2012-09-11\",\"2012-09-12\",\"2012-09-13\",\"2012-09-14\",\"2012-09-15\",\"2012-09-16\",\"2012-09-17\",\"2012-09-18\",\"2012-09-19\",\"2012-09-20\",\"2012-09-21\",\"2012-09-22\",\"2012-09-23\",\"2012-09-24\",\"2012-09-25\",\"2012-09-26\",\"2012-09-27\",\"2012-09-28\",\"2012-09-29\",\"2012-09-30\",\"2012-10-01\",\"2012-10-02\",\"2012-10-03\",\"2012-10-04\",\"2012-10-05\",\"2012-10-06\",\"2012-10-07\",\"2012-10-08\",\"2012-10-09\",\"2012-10-10\",\"2012-10-11\",\"2012-10-12\",\"2012-10-13\",\"2012-10-14\",\"2012-10-15\",\"2012-10-16\",\"2012-10-17\",\"2012-10-18\",\"2012-10-19\",\"2012-10-20\",\"2012-10-21\",\"2012-10-22\",\"2012-10-23\",\"2012-10-24\",\"2012-10-25\",\"2012-10-26\",\"2012-10-27\",\"2012-10-28\",\"2012-10-29\",\"2012-10-30\",\"2012-10-31\",\"2012-11-01\",\"2012-11-02\",\"2012-11-03\",\"2012-11-04\",\"2012-11-05\",\"2012-11-06\",\"2012-11-07\",\"2012-11-08\",\"2012-11-09\",\"2012-11-10\",\"2012-11-11\",\"2012-11-12\",\"2012-11-13\",\"2012-11-14\",\"2012-11-15\",\"2012-11-16\",\"2012-11-17\",\"2012-11-18\",\"2012-11-19\",\"2012-11-20\",\"2012-11-21\",\"2012-11-22\",\"2012-11-23\",\"2012-11-24\",\"2012-11-25\",\"2012-11-26\",\"2012-11-27\",\"2012-11-28\",\"2012-11-29\",\"2012-11-30\",\"2012-12-01\",\"2012-12-02\",\"2012-12-03\",\"2012-12-04\",\"2012-12-05\",\"2012-12-06\",\"2012-12-07\",\"2012-12-08\",\"2012-12-09\",\"2012-12-10\",\"2012-12-11\",\"2012-12-12\",\"2012-12-13\",\"2012-12-14\",\"2012-12-15\",\"2012-12-16\",\"2012-12-17\",\"2012-12-18\",\"2012-12-19\",\"2012-12-20\",\"2012-12-21\",\"2012-12-22\",\"2012-12-23\",\"2012-12-24\",\"2012-12-25\",\"2012-12-26\",\"2012-12-27\",\"2012-12-28\",\"2012-12-29\",\"2012-12-30\",\"2012-12-31\"],\"xaxis\":\"x\",\"y\":[654,670,1229,1454,1518,1518,1362,891,768,1280,1220,1137,1368,1367,1026,953,883,674,1572,1844,1468,888,836,1330,1799,472,416,1129,975,956,1459,1313,1454,1489,1620,905,1269,1592,1466,1552,1491,1597,1184,1192,1705,1675,1897,2216,2348,1103,1173,912,1376,1778,1707,1341,1545,1708,1365,1714,1903,1562,1730,1437,491,1628,1817,1700,577,1730,1408,1435,1687,1767,1871,2320,2355,1693,1424,1676,2243,1918,1699,1910,1515,1221,1806,2108,1368,1506,1920,1354,1598,2381,1628,2395,2570,1299,1576,1707,2493,1777,1953,2738,2484,674,2186,2760,2795,3331,3444,1506,2574,2481,3300,3722,3325,3489,3717,3347,2213,3554,3848,2378,3819,3714,3102,2932,3698,4109,3632,4169,3413,2507,2971,3185,3445,3319,3840,4008,3547,3084,3438,3833,4238,3919,3808,2757,2433,2549,3309,3461,4232,4414,3473,3221,3875,4070,3725,3352,3771,3237,2993,4157,4164,4411,3222,3981,3312,3105,3311,4061,3846,4044,4022,3420,3385,3854,3916,4377,4488,4116,2915,2367,2978,3634,3845,3838,3348,3348,3138,3363,3596,3594,4196,4220,3505,3296,3617,3789,3688,3152,2825,2298,2556,3272,3840,3901,3784,3176,2916,2778,3537,4044,3107,3777,3843,2773,2487,3480,3695,3896,3980,3854,2646,2482,3563,4004,4026,3166,3356,3277,2624,3925,4614,4181,3107,3893,889,2919,3905,4429,4370,4332,3852,2549,2419,2115,2506,1878,1689,3127,3595,3413,4023,4062,4138,3231,4018,3077,2921,3848,3203,3813,4240,2137,3647,3466,3946,3643,3427,4186,4372,1949,2302,3240,3970,4267,4126,4036,3174,3114,3603,3896,2199,2623,3115,3318,3293,3857,4111,2170,3724,3628,2809,2762,3488,3992,3490,2419,3291,570,2446,3307,3658,3816,3656,3576,2770,2697,3662,3829,3804,2743,2928,2792,2713,3891,3746,1672,2914,3147,2720,2733,2545,1538,2454,935,1697,1819,2261,3614,2818,3425,3545,3672,2908,2851,3578,2468,655,3172,3359,2688,2366,3167,3368,3562,3528,3399,2464,2211,3143,3534,2553,2841,2046,856,451,887,1059,2047,2169,2508,1820,1608,1707,2147,2273,3132,3791,3451,2826,2270,3425,2085,3828,3040,2160,2027,2081,2808,3267,3162,3048,1234,1781,2287,3900,3803,3831,3187,3248,2685,3498,4185,4275,3571,3841,2448,2629,3578,4176,2693,3667,3604,1977,1456,3328,3787,4028,2931,3805,2883,2071,2627,3614,4379,4546,3241,2415,2874,4069,4134,1769,4665,2948,3110,2713,3130,3735,4484,4896,4122,3150,3253,4460,5085,5315,5187,3830,4681,3685,5171,5042,5108,5537,5893,2339,3464,4763,4571,5024,5299,4663,3934,3694,4728,5424,5378,5265,4653,3605,2939,4680,5099,4380,4746,5146,4665,4286,5172,5702,4020,5719,5950,4083,907,3019,5115,5541,4551,5219,3100,4075,4907,5087,5502,5657,5227,4387,4224,5265,4990,4097,5546,5711,4807,3946,2501,4490,6433,6142,6118,4884,4425,3729,5254,4494,5711,5317,3681,3308,3486,4863,6110,6238,3594,5325,5147,5927,6033,6028,6456,6248,4790,4374,5647,4495,6248,6183,6102,4739,4344,4446,5857,5339,5127,4859,4801,4340,5640,6365,6258,5958,4634,4232,4110,5323,5608,4841,4836,4841,3392,3469,5571,5336,6289,6414,5988,4614,4111,5742,5865,4914,5703,5123,3195,4866,5831,6452,6790,5825,5645,4451,4444,6065,6248,6506,6278,5847,4479,3757,5780,5995,6271,6090,4721,4052,4362,5676,5656,6149,6267,5665,5038,3341,5504,5925,6281,6402,6257,4224,3772,5928,6105,6520,6541,5917,3788,3197,4069,5997,6280,5592,6459,4419,5657,6407,6697,6820,6750,6630,5554,5167,5847,3702,6803,6781,6917,5883,5453,6435,6693,6946,6642,6370,5966,4874,6015,4324,6844,6437,6640,4934,2729,4604,5791,6911,6736,6222,4857,4559,5115,6612,6482,6501,4671,5284,4692,6228,6625,6898,6484,6262,5209,3461,20,1009,5147,5520,5229,4109,3906,4881,5220,4709,4975,5283,4446,4562,5172,3767,5122,5125,5214,4316,3747,5050,5100,4531,1470,2307,1745,2115,4750,3836,5062,5080,5306,4240,3757,5679,6055,5398,5035,4659,4429,2787,4841,5219,5009,5107,5182,4280,3248,4373,5124,4934,3814,3402,1544,1379,746,573,432,1867,2451,1182,1432,2290],\"yaxis\":\"y\",\"type\":\"scattergl\"}],                        {\"template\":{\"data\":{\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"bar\":[{\"error_x\":{\"color\":\"rgb(36,36,36)\"},\"error_y\":{\"color\":\"rgb(36,36,36)\"},\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"baxis\":{\"endlinecolor\":\"rgb(36,36,36)\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"rgb(36,36,36)\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"choropleth\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"contourcarpet\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"contour\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmapgl\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"heatmap\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2dcontour\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"histogram2d\"}],\"histogram\":[{\"marker\":{\"line\":{\"color\":\"white\",\"width\":0.6}},\"type\":\"histogram\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scattermapbox\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolargl\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterpolar\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatter\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"},\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"rgb(237,237,237)\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"rgb(217,217,217)\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":1,\"tickcolor\":\"rgb(36,36,36)\",\"ticks\":\"outside\"}},\"colorscale\":{\"diverging\":[[0.0,\"rgb(103,0,31)\"],[0.1,\"rgb(178,24,43)\"],[0.2,\"rgb(214,96,77)\"],[0.3,\"rgb(244,165,130)\"],[0.4,\"rgb(253,219,199)\"],[0.5,\"rgb(247,247,247)\"],[0.6,\"rgb(209,229,240)\"],[0.7,\"rgb(146,197,222)\"],[0.8,\"rgb(67,147,195)\"],[0.9,\"rgb(33,102,172)\"],[1.0,\"rgb(5,48,97)\"]],\"sequential\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"sequentialminus\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]]},\"colorway\":[\"#1F77B4\",\"#FF7F0E\",\"#2CA02C\",\"#D62728\",\"#9467BD\",\"#8C564B\",\"#E377C2\",\"#7F7F7F\",\"#BCBD22\",\"#17BECF\"],\"font\":{\"color\":\"rgb(36,36,36)\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"white\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"white\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"radialaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"zaxis\":{\"backgroundcolor\":\"white\",\"gridcolor\":\"rgb(232,232,232)\",\"gridwidth\":2,\"linecolor\":\"rgb(36,36,36)\",\"showbackground\":true,\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}},\"shapedefaults\":{\"fillcolor\":\"black\",\"line\":{\"width\":0},\"opacity\":0.3},\"ternary\":{\"aaxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"baxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"},\"bgcolor\":\"white\",\"caxis\":{\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"rgb(232,232,232)\",\"linecolor\":\"rgb(36,36,36)\",\"showgrid\":false,\"showline\":true,\"ticks\":\"outside\",\"title\":{\"standoff\":15},\"zeroline\":false,\"zerolinecolor\":\"rgb(36,36,36)\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Count of Bike Rentals\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Date\"}},\"legend\":{\"title\":{\"text\":\"variable\"},\"tracegroupgap\":0},\"margin\":{\"t\":60},\"title\":{\"text\":\"Casual & Registered Bike Rentals 2011 / 2012\"},\"width\":1000,\"height\":500},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('a0437775-3c45-4a85-823d-b9cb01f64f21');\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": {}
        }
      ]
    }
  ]
}