G7 Countries Real Residential Property Prices.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "d30ca7e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas_datareader as pdr\n",
    "import pandas as pd\n",
    "import requests\n",
    "import plotly.express as px\n",
    "from datetime import datetime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e9aa81e3",
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_fred_data(series_list, start_date, end_date):\n",
    "    df = pdr.DataReader(series_list, 'fred', start_date, end_date)\n",
    "    return df.reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ca1d759d",
   "metadata": {},
   "outputs": [],
   "source": [
    "series = 'QCAR628BIS' \n",
    "\n",
    "df_canada = get_fred_data(series_list=[series], \n",
    "                   start_date='1970-01-01', \n",
    "                   end_date='2021-10-01')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "733b0074",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>DATE</th>\n",
       "      <th>QCAR628BIS</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970-01-01</td>\n",
       "      <td>36.9844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970-04-01</td>\n",
       "      <td>36.8022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970-07-01</td>\n",
       "      <td>36.8036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970-10-01</td>\n",
       "      <td>38.0431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1971-01-01</td>\n",
       "      <td>38.1583</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>2020-10-01</td>\n",
       "      <td>148.4112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>2021-01-01</td>\n",
       "      <td>150.5571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>158.3231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>2021-07-01</td>\n",
       "      <td>159.8228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>2021-10-01</td>\n",
       "      <td>161.4616</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>208 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          DATE  QCAR628BIS\n",
       "0   1970-01-01     36.9844\n",
       "1   1970-04-01     36.8022\n",
       "2   1970-07-01     36.8036\n",
       "3   1970-10-01     38.0431\n",
       "4   1971-01-01     38.1583\n",
       "..         ...         ...\n",
       "203 2020-10-01    148.4112\n",
       "204 2021-01-01    150.5571\n",
       "205 2021-04-01    158.3231\n",
       "206 2021-07-01    159.8228\n",
       "207 2021-10-01    161.4616\n",
       "\n",
       "[208 rows x 2 columns]"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_canada"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c083b82b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "DATE=%{x}<br>QCAR628BIS=%{y}<extra></extra>",
         "legendgroup": "",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "",
         "orientation": "v",
         "showlegend": false,
         "type": "scatter",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          36.9844,
          36.8022,
          36.8036,
          38.0431,
          38.1583,
          38.1133,
          37.305,
          38.9569,
          39.3096,
          38.9473,
          38.6832,
          40.1878,
          41.5135,
          42.7417,
          44.5809,
          47.9393,
          51.7922,
          52.3013,
          50.3281,
          49.0292,
          50.6942,
          51.1298,
          51.0785,
          52.1097,
          53.5763,
          53.4231,
          52.7265,
          53.9456,
          53.3124,
          52.1632,
          50.9081,
          51.3016,
          50.1131,
          50.3919,
          49.0875,
          50.5484,
          51.1774,
          50.8883,
          49.6938,
          50.7208,
          50.3694,
          51.0029,
          51.6298,
          53.4208,
          53.6265,
          52.4886,
          52.2545,
          51.7313,
          48.4078,
          44.9859,
          43.2119,
          43.4669,
          46.1122,
          45.4724,
          44.1786,
          43.9365,
          43.3795,
          43.2668,
          42.1178,
          42.3165,
          42.7166,
          43.1994,
          43.0009,
          44.474,
          46.4576,
          48.4007,
          48.6555,
          51.4899,
          55.3026,
          53.8644,
          53.2917,
          55.8323,
          60.4788,
          60.9855,
          60.9349,
          65.3738,
          71.054,
          63.8227,
          64.4036,
          67.612,
          65.4562,
          60.5008,
          60.2309,
          59.8265,
          60.9586,
          62.6645,
          58.7826,
          59.5878,
          60.3347,
          60.4883,
          60.3712,
          61.4088,
          61.5007,
          61.3806,
          59.7931,
          60.2257,
          63.2761,
          62.9691,
          61.6392,
          62.182,
          59.9024,
          57.9122,
          58.3579,
          58.4292,
          57.4819,
          58.2538,
          57.3649,
          57.3501,
          57.7044,
          58.9835,
          57.8054,
          57.7742,
          56.9207,
          57.2648,
          56.0665,
          56.7612,
          56.923,
          58.5134,
          57.6102,
          58.2385,
          58.2334,
          58.847,
          58.1713,
          58.376,
          58.096,
          59.5847,
          59.6911,
          61.0311,
          63.2774,
          64.798,
          63.5719,
          65.2659,
          65.7826,
          68.0594,
          69.2323,
          71.1486,
          71.9819,
          74.4697,
          72.5809,
          75.0315,
          77.4652,
          78.6773,
          79.4522,
          80.5446,
          83.1926,
          86.5336,
          89.4793,
          90.7954,
          92.9796,
          95.7922,
          97.959,
          98.3031,
          99.5048,
          98.9219,
          96.707,
          95.1875,
          92.7926,
          93.5418,
          95.9034,
          97.8051,
          100.2634,
          101.3128,
          99.7963,
          98.6454,
          99.5914,
          100.5791,
          101.1121,
          100.7356,
          101.8205,
          103.4685,
          103.6756,
          102.9037,
          103.6024,
          105.1683,
          105.5543,
          105.9437,
          106.8698,
          108.035,
          108.7534,
          109.316,
          110.8042,
          112.2655,
          113.2284,
          114.2681,
          117.2243,
          122.0785,
          126.1164,
          127.8918,
          131.5822,
          138.2486,
          139.8886,
          139.0162,
          138.5269,
          139.1624,
          138.7719,
          138.6518,
          137.1277,
          136.498,
          136.3936,
          138.0355,
          140.4391,
          144.2064,
          145.4279,
          148.4112,
          150.5571,
          158.3231,
          159.8228,
          161.4616
         ],
         "yaxis": "y"
        }
       ],
       "layout": {
        "legend": {
         "tracegroupgap": 0
        },
        "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,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Real Residential Property Prices for Canada",
         "x": 0.5,
         "y": 0.95
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "DATE"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "QCAR628BIS"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"c9e9bd41-00a9-423d-bd8d-a955781392d2\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"c9e9bd41-00a9-423d-bd8d-a955781392d2\")) {                    Plotly.newPlot(                        \"c9e9bd41-00a9-423d-bd8d-a955781392d2\",                        [{\"hovertemplate\":\"DATE=%{x}<br>QCAR628BIS=%{y}<extra></extra>\",\"legendgroup\":\"\",\"line\":{\"color\":\"#636efa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"\",\"orientation\":\"v\",\"showlegend\":false,\"type\":\"scatter\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[36.9844,36.8022,36.8036,38.0431,38.1583,38.1133,37.305,38.9569,39.3096,38.9473,38.6832,40.1878,41.5135,42.7417,44.5809,47.9393,51.7922,52.3013,50.3281,49.0292,50.6942,51.1298,51.0785,52.1097,53.5763,53.4231,52.7265,53.9456,53.3124,52.1632,50.9081,51.3016,50.1131,50.3919,49.0875,50.5484,51.1774,50.8883,49.6938,50.7208,50.3694,51.0029,51.6298,53.4208,53.6265,52.4886,52.2545,51.7313,48.4078,44.9859,43.2119,43.4669,46.1122,45.4724,44.1786,43.9365,43.3795,43.2668,42.1178,42.3165,42.7166,43.1994,43.0009,44.474,46.4576,48.4007,48.6555,51.4899,55.3026,53.8644,53.2917,55.8323,60.4788,60.9855,60.9349,65.3738,71.054,63.8227,64.4036,67.612,65.4562,60.5008,60.2309,59.8265,60.9586,62.6645,58.7826,59.5878,60.3347,60.4883,60.3712,61.4088,61.5007,61.3806,59.7931,60.2257,63.2761,62.9691,61.6392,62.182,59.9024,57.9122,58.3579,58.4292,57.4819,58.2538,57.3649,57.3501,57.7044,58.9835,57.8054,57.7742,56.9207,57.2648,56.0665,56.7612,56.923,58.5134,57.6102,58.2385,58.2334,58.847,58.1713,58.376,58.096,59.5847,59.6911,61.0311,63.2774,64.798,63.5719,65.2659,65.7826,68.0594,69.2323,71.1486,71.9819,74.4697,72.5809,75.0315,77.4652,78.6773,79.4522,80.5446,83.1926,86.5336,89.4793,90.7954,92.9796,95.7922,97.959,98.3031,99.5048,98.9219,96.707,95.1875,92.7926,93.5418,95.9034,97.8051,100.2634,101.3128,99.7963,98.6454,99.5914,100.5791,101.1121,100.7356,101.8205,103.4685,103.6756,102.9037,103.6024,105.1683,105.5543,105.9437,106.8698,108.035,108.7534,109.316,110.8042,112.2655,113.2284,114.2681,117.2243,122.0785,126.1164,127.8918,131.5822,138.2486,139.8886,139.0162,138.5269,139.1624,138.7719,138.6518,137.1277,136.498,136.3936,138.0355,140.4391,144.2064,145.4279,148.4112,150.5571,158.3231,159.8228,161.4616],\"yaxis\":\"y\"}],                        {\"legend\":{\"tracegroupgap\":0},\"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}}},\"title\":{\"text\":\"Real Residential Property Prices for Canada\",\"x\":0.5,\"y\":0.95},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"DATE\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"QCAR628BIS\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('c9e9bd41-00a9-423d-bd8d-a955781392d2');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = px.line(df_canada, x=\"DATE\", y='QCAR628BIS', title='Real Residential Property Prices for Canada')\n",
    "fig.update_layout(title=dict(x=0.5,y=0.95))\n",
    "fig.show();"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3b5a34ee",
   "metadata": {},
   "outputs": [],
   "source": [
    "fred_api_key = 'your fred api key'\n",
    "\n",
    "def get_fred_series_data(api_key, series):\n",
    "    url = \"https://api.stlouisfed.org/geofred/series/data?series_id={0}&api_key={1}&file_type=json\".format(series, api_key)\n",
    "    response = requests.request(\"GET\", url)\n",
    "    return response\n",
    "def transform_series_response(response):\n",
    "    latest_date = list(response.json()['meta']['data'].keys())[0]\n",
    "    return pd.DataFrame(response.json()['meta']['data'][latest_date])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "76cf9611",
   "metadata": {},
   "outputs": [],
   "source": [
    "response = get_fred_series_data(fred_api_key, series)\n",
    "\n",
    "df_all_series_ids = transform_series_response(response)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e48b9632",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(51, 4)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_all_series_ids.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "c0685c8b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>region</th>\n",
       "      <th>code</th>\n",
       "      <th>value</th>\n",
       "      <th>series_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Russian Federation</td>\n",
       "      <td>RU</td>\n",
       "      <td>62.6547</td>\n",
       "      <td>QRUR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Slovenia</td>\n",
       "      <td>SI</td>\n",
       "      <td>118.2872</td>\n",
       "      <td>QSIR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Bulgaria</td>\n",
       "      <td>BG</td>\n",
       "      <td>117.2925</td>\n",
       "      <td>QBGR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Singapore</td>\n",
       "      <td>SG</td>\n",
       "      <td>110.0357</td>\n",
       "      <td>QSGR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Luxembourg</td>\n",
       "      <td>LU</td>\n",
       "      <td>184.8319</td>\n",
       "      <td>QLUR628BIS</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               region code     value   series_id\n",
       "0  Russian Federation   RU   62.6547  QRUR628BIS\n",
       "1            Slovenia   SI  118.2872  QSIR628BIS\n",
       "2            Bulgaria   BG  117.2925  QBGR628BIS\n",
       "3           Singapore   SG  110.0357  QSGR628BIS\n",
       "4          Luxembourg   LU  184.8319  QLUR628BIS"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_all_series_ids.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "1bceea13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array(['Russian Federation', 'Slovenia', 'Bulgaria', 'Singapore',\n",
       "       'Luxembourg', 'Czech Republic', 'Brazil', 'United Kingdom',\n",
       "       'Indonesia', 'Lithuania', 'Hong Kong', 'Belgium', 'Malaysia',\n",
       "       'United Arab Emirates', 'Finland', 'Mexico', 'Portugal',\n",
       "       'Australia', 'Switzerland', 'Colombia', 'Republic of Korea',\n",
       "       'Norway', 'Spain', 'Japan', 'Serbia', 'Chile', 'Slovakia',\n",
       "       'Greece', 'Netherlands', 'France', 'Morocco', 'Romania',\n",
       "       'United States', 'Austria', 'New Zealand', 'India', 'Peru',\n",
       "       'Estonia', 'Croatia', 'Israel', 'Germany', 'Latvia', 'Turkey',\n",
       "       'Sweden', 'Denmark', 'Malta', 'Italy', 'Canada', 'Poland',\n",
       "       'Hungary', 'South Africa'], dtype=object)"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_all_series_ids.region.unique()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "2399bd1c",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_g7 = df_all_series_ids.loc[(df_all_series_ids['region'] == 'Canada') | (df_all_series_ids['region'] == 'France') | (df_all_series_ids['region'] == 'Germany') | (df_all_series_ids['region'] == 'Italy') | (df_all_series_ids['region'] == 'Japan') | (df_all_series_ids['region'] == 'United Kingdom') | (df_all_series_ids['region'] == 'United States')]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "7f06e3d7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>region</th>\n",
       "      <th>code</th>\n",
       "      <th>value</th>\n",
       "      <th>series_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>United Kingdom</td>\n",
       "      <td>GB</td>\n",
       "      <td>123.6292</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Japan</td>\n",
       "      <td>JP</td>\n",
       "      <td>116.3110</td>\n",
       "      <td>QJPR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>France</td>\n",
       "      <td>FR</td>\n",
       "      <td>112.5942</td>\n",
       "      <td>QFRR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>United States</td>\n",
       "      <td>US</td>\n",
       "      <td>157.4995</td>\n",
       "      <td>QUSR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>Germany</td>\n",
       "      <td>DE</td>\n",
       "      <td>159.6865</td>\n",
       "      <td>QDER628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>Italy</td>\n",
       "      <td>IT</td>\n",
       "      <td>77.1591</td>\n",
       "      <td>QITR628BIS</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>Canada</td>\n",
       "      <td>CA</td>\n",
       "      <td>161.4616</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            region code     value   series_id\n",
       "7   United Kingdom   GB  123.6292  QGBR628BIS\n",
       "23           Japan   JP  116.3110  QJPR628BIS\n",
       "29          France   FR  112.5942  QFRR628BIS\n",
       "32   United States   US  157.4995  QUSR628BIS\n",
       "40         Germany   DE  159.6865  QDER628BIS\n",
       "46           Italy   IT   77.1591  QITR628BIS\n",
       "47          Canada   CA  161.4616  QCAR628BIS"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_g7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "de0cbb0c",
   "metadata": {},
   "outputs": [],
   "source": [
    "g7_list = df_g7['series_id'].tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "73b7e242",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['QGBR628BIS',\n",
       " 'QJPR628BIS',\n",
       " 'QFRR628BIS',\n",
       " 'QUSR628BIS',\n",
       " 'QDER628BIS',\n",
       " 'QITR628BIS',\n",
       " 'QCAR628BIS']"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "g7_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3977223b",
   "metadata": {},
   "outputs": [],
   "source": [
    "start_date = '1970-01-01'\n",
    "end_date = '2021-10-01'\n",
    "\n",
    "df_g7 = get_fred_data(series_list = g7_list, \n",
    "                          start_date = start_date,\n",
    "                          end_date = end_date)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "02c0ca46",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>DATE</th>\n",
       "      <th>QGBR628BIS</th>\n",
       "      <th>QJPR628BIS</th>\n",
       "      <th>QFRR628BIS</th>\n",
       "      <th>QUSR628BIS</th>\n",
       "      <th>QDER628BIS</th>\n",
       "      <th>QITR628BIS</th>\n",
       "      <th>QCAR628BIS</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970-01-01</td>\n",
       "      <td>22.4096</td>\n",
       "      <td>97.4678</td>\n",
       "      <td>40.5273</td>\n",
       "      <td>60.9597</td>\n",
       "      <td>118.9766</td>\n",
       "      <td>40.7872</td>\n",
       "      <td>36.9844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970-04-01</td>\n",
       "      <td>21.8645</td>\n",
       "      <td>100.5088</td>\n",
       "      <td>40.6816</td>\n",
       "      <td>60.4015</td>\n",
       "      <td>123.2468</td>\n",
       "      <td>41.0527</td>\n",
       "      <td>36.8022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970-07-01</td>\n",
       "      <td>22.7399</td>\n",
       "      <td>104.7421</td>\n",
       "      <td>41.1835</td>\n",
       "      <td>60.6711</td>\n",
       "      <td>124.3157</td>\n",
       "      <td>40.6774</td>\n",
       "      <td>36.8036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970-10-01</td>\n",
       "      <td>22.2637</td>\n",
       "      <td>105.9025</td>\n",
       "      <td>40.6347</td>\n",
       "      <td>60.6154</td>\n",
       "      <td>124.6899</td>\n",
       "      <td>40.4478</td>\n",
       "      <td>38.0431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1971-01-01</td>\n",
       "      <td>22.2249</td>\n",
       "      <td>108.3291</td>\n",
       "      <td>40.0722</td>\n",
       "      <td>61.8025</td>\n",
       "      <td>125.7019</td>\n",
       "      <td>39.4169</td>\n",
       "      <td>38.1583</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>203</th>\n",
       "      <td>2020-10-01</td>\n",
       "      <td>118.3866</td>\n",
       "      <td>108.8926</td>\n",
       "      <td>108.1316</td>\n",
       "      <td>141.8454</td>\n",
       "      <td>149.4990</td>\n",
       "      <td>76.8214</td>\n",
       "      <td>148.4112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>204</th>\n",
       "      <td>2021-01-01</td>\n",
       "      <td>120.6621</td>\n",
       "      <td>112.5230</td>\n",
       "      <td>108.3302</td>\n",
       "      <td>145.7401</td>\n",
       "      <td>148.8437</td>\n",
       "      <td>76.9408</td>\n",
       "      <td>150.5571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>205</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>121.5763</td>\n",
       "      <td>114.1395</td>\n",
       "      <td>109.5674</td>\n",
       "      <td>149.5475</td>\n",
       "      <td>151.7036</td>\n",
       "      <td>77.7337</td>\n",
       "      <td>158.3231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>206</th>\n",
       "      <td>2021-07-01</td>\n",
       "      <td>122.6873</td>\n",
       "      <td>116.4490</td>\n",
       "      <td>112.2212</td>\n",
       "      <td>153.4254</td>\n",
       "      <td>155.9109</td>\n",
       "      <td>77.9912</td>\n",
       "      <td>159.8228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>207</th>\n",
       "      <td>2021-10-01</td>\n",
       "      <td>123.6292</td>\n",
       "      <td>116.3110</td>\n",
       "      <td>112.5942</td>\n",
       "      <td>157.4995</td>\n",
       "      <td>159.6865</td>\n",
       "      <td>77.1591</td>\n",
       "      <td>161.4616</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>208 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "          DATE  QGBR628BIS  QJPR628BIS  QFRR628BIS  QUSR628BIS  QDER628BIS  \\\n",
       "0   1970-01-01     22.4096     97.4678     40.5273     60.9597    118.9766   \n",
       "1   1970-04-01     21.8645    100.5088     40.6816     60.4015    123.2468   \n",
       "2   1970-07-01     22.7399    104.7421     41.1835     60.6711    124.3157   \n",
       "3   1970-10-01     22.2637    105.9025     40.6347     60.6154    124.6899   \n",
       "4   1971-01-01     22.2249    108.3291     40.0722     61.8025    125.7019   \n",
       "..         ...         ...         ...         ...         ...         ...   \n",
       "203 2020-10-01    118.3866    108.8926    108.1316    141.8454    149.4990   \n",
       "204 2021-01-01    120.6621    112.5230    108.3302    145.7401    148.8437   \n",
       "205 2021-04-01    121.5763    114.1395    109.5674    149.5475    151.7036   \n",
       "206 2021-07-01    122.6873    116.4490    112.2212    153.4254    155.9109   \n",
       "207 2021-10-01    123.6292    116.3110    112.5942    157.4995    159.6865   \n",
       "\n",
       "     QITR628BIS  QCAR628BIS  \n",
       "0       40.7872     36.9844  \n",
       "1       41.0527     36.8022  \n",
       "2       40.6774     36.8036  \n",
       "3       40.4478     38.0431  \n",
       "4       39.4169     38.1583  \n",
       "..          ...         ...  \n",
       "203     76.8214    148.4112  \n",
       "204     76.9408    150.5571  \n",
       "205     77.7337    158.3231  \n",
       "206     77.9912    159.8228  \n",
       "207     77.1591    161.4616  \n",
       "\n",
       "[208 rows x 8 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_g7"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "5807a718",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_g7_melt = pd.melt(df_g7, id_vars = ['DATE'], value_vars = g7_list, var_name = 'SERIES_ID', value_name = 'VALUE')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "54f950c2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>DATE</th>\n",
       "      <th>SERIES_ID</th>\n",
       "      <th>VALUE</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970-01-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.4096</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970-04-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>21.8645</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970-07-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.7399</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970-10-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.2637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1971-01-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.2249</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1451</th>\n",
       "      <td>2020-10-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>148.4112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1452</th>\n",
       "      <td>2021-01-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>150.5571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1453</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>158.3231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1454</th>\n",
       "      <td>2021-07-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>159.8228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1455</th>\n",
       "      <td>2021-10-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>161.4616</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1456 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           DATE   SERIES_ID     VALUE\n",
       "0    1970-01-01  QGBR628BIS   22.4096\n",
       "1    1970-04-01  QGBR628BIS   21.8645\n",
       "2    1970-07-01  QGBR628BIS   22.7399\n",
       "3    1970-10-01  QGBR628BIS   22.2637\n",
       "4    1971-01-01  QGBR628BIS   22.2249\n",
       "...         ...         ...       ...\n",
       "1451 2020-10-01  QCAR628BIS  148.4112\n",
       "1452 2021-01-01  QCAR628BIS  150.5571\n",
       "1453 2021-04-01  QCAR628BIS  158.3231\n",
       "1454 2021-07-01  QCAR628BIS  159.8228\n",
       "1455 2021-10-01  QCAR628BIS  161.4616\n",
       "\n",
       "[1456 rows x 3 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_g7_melt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "18ce69bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "countries = {'US':'United States', 'GB':'United Kingdom', 'FR':'France', 'CA':'Canada', 'DE':'Germany', 'JP':'Japan', 'IT':'Italy'}\n",
    "\n",
    "def check_country(x):\n",
    "    for country in countries:\n",
    "        if country.lower() in x.lower():\n",
    "            return countries[country]\n",
    "    return ''\n",
    "\n",
    "df_g7_melt['COUNTRY'] = df_g7_melt['SERIES_ID'].map(lambda x: check_country(x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "b6127bcc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>DATE</th>\n",
       "      <th>SERIES_ID</th>\n",
       "      <th>VALUE</th>\n",
       "      <th>COUNTRY</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1970-01-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.4096</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1970-04-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>21.8645</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1970-07-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.7399</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1970-10-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.2637</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1971-01-01</td>\n",
       "      <td>QGBR628BIS</td>\n",
       "      <td>22.2249</td>\n",
       "      <td>United Kingdom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1451</th>\n",
       "      <td>2020-10-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>148.4112</td>\n",
       "      <td>Canada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1452</th>\n",
       "      <td>2021-01-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>150.5571</td>\n",
       "      <td>Canada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1453</th>\n",
       "      <td>2021-04-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>158.3231</td>\n",
       "      <td>Canada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1454</th>\n",
       "      <td>2021-07-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>159.8228</td>\n",
       "      <td>Canada</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1455</th>\n",
       "      <td>2021-10-01</td>\n",
       "      <td>QCAR628BIS</td>\n",
       "      <td>161.4616</td>\n",
       "      <td>Canada</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1456 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           DATE   SERIES_ID     VALUE         COUNTRY\n",
       "0    1970-01-01  QGBR628BIS   22.4096  United Kingdom\n",
       "1    1970-04-01  QGBR628BIS   21.8645  United Kingdom\n",
       "2    1970-07-01  QGBR628BIS   22.7399  United Kingdom\n",
       "3    1970-10-01  QGBR628BIS   22.2637  United Kingdom\n",
       "4    1971-01-01  QGBR628BIS   22.2249  United Kingdom\n",
       "...         ...         ...       ...             ...\n",
       "1451 2020-10-01  QCAR628BIS  148.4112          Canada\n",
       "1452 2021-01-01  QCAR628BIS  150.5571          Canada\n",
       "1453 2021-04-01  QCAR628BIS  158.3231          Canada\n",
       "1454 2021-07-01  QCAR628BIS  159.8228          Canada\n",
       "1455 2021-10-01  QCAR628BIS  161.4616          Canada\n",
       "\n",
       "[1456 rows x 4 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_g7_melt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "e457709e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hovertemplate": "COUNTRY=United Kingdom<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>",
         "legendgroup": "United Kingdom",
         "line": {
          "color": "#636efa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "United Kingdom",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          22.4096,
          21.8645,
          22.7399,
          22.2637,
          22.2249,
          22.0237,
          23.1038,
          23.8771,
          25.0096,
          26.8894,
          30.2407,
          31.8063,
          35.0269,
          35.5975,
          37.165,
          36.1656,
          35.3076,
          33.4323,
          33.0259,
          31.9127,
          30.6434,
          28.7928,
          28.4886,
          27.8298,
          27.5648,
          27.4069,
          27.3075,
          26.6519,
          25.5079,
          24.9473,
          25.1914,
          25.761,
          25.8738,
          26.522,
          27.8133,
          29.4838,
          30.2761,
          31.7296,
          32.1716,
          33.2983,
          33.7475,
          33.2026,
          33.8062,
          33.3632,
          32.5538,
          31.9242,
          31.7994,
          30.6237,
          29.5516,
          29.8106,
          30.3191,
          30.3692,
          31.0947,
          31.6377,
          32.6077,
          32.5003,
          32.6777,
          32.992,
          34.0898,
          34.24,
          33.8942,
          34.2516,
          34.8716,
          35.7806,
          36.3688,
          37.4498,
          38.9299,
          39.7579,
          40.6393,
          41.9386,
          43.9255,
          46.1085,
          47.8388,
          49.7748,
          55.8726,
          58.6713,
          59.3291,
          60.1121,
          61.7899,
          59.6447,
          57.7052,
          55.4895,
          55.6605,
          53.7811,
          52.845,
          50.3859,
          50.8936,
          49.9296,
          48.9527,
          46.8658,
          47.1128,
          45.017,
          45.226,
          44.6958,
          45.571,
          44.618,
          45.0497,
          44.9854,
          45.8543,
          45.4097,
          44.6374,
          44.5,
          44.8128,
          43.9541,
          44.3521,
          43.9368,
          45.6188,
          46.1127,
          46.7359,
          47.2393,
          49.4437,
          48.8811,
          50.1998,
          52.3133,
          54.6134,
          54.0067,
          54.4092,
          56.1244,
          59.5499,
          60.8697,
          62.621,
          65.4916,
          66.8152,
          68.309,
          68.3875,
          69.8145,
          72.27,
          70.7751,
          73.1478,
          78.438,
          83.6552,
          87.3155,
          88.9004,
          91.0713,
          93.4122,
          94.7985,
          95.7352,
          100.6037,
          105.0057,
          104.9802,
          102.642,
          104.5846,
          106.6044,
          106.2353,
          107.043,
          109.626,
          112.3089,
          113.5793,
          115.0455,
          118.3254,
          121.7284,
          120.33,
          116.5877,
          113.581,
          107.7688,
          100.5213,
          95.7193,
          95.9597,
          99.0186,
          100.2457,
          99.8286,
          100.3546,
          101.5077,
          98.3237,
          95.1522,
          94.4074,
          94.9375,
          92.7677,
          91.5269,
          92.4661,
          93.2514,
          91.2776,
          90.2889,
          91.478,
          93.4001,
          93.3397,
          94.4542,
          97.1935,
          100.2599,
          100.3929,
          100.7974,
          102.3272,
          105.6225,
          106.7795,
          108.4817,
          110.1624,
          111.9351,
          111.138,
          110.8876,
          112.0592,
          113.9924,
          112.9519,
          112.5452,
          112.8181,
          114.3116,
          113.0729,
          112.0069,
          111.6996,
          113.0672,
          112.4318,
          112.1205,
          112.3283,
          115.2236,
          118.3866,
          120.6621,
          121.5763,
          122.6873,
          123.6292
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "COUNTRY=Japan<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>",
         "legendgroup": "Japan",
         "line": {
          "color": "#EF553B",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "Japan",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          97.4678,
          100.5088,
          104.7421,
          105.9025,
          108.3291,
          110.3274,
          112.9774,
          115.1834,
          118.3767,
          121.0162,
          125.0855,
          134.8142,
          142.2956,
          146.5214,
          153.1654,
          153.0538,
          145.6404,
          140.5607,
          136.6606,
          127.3484,
          121.146,
          118.2772,
          117.3649,
          114.8641,
          112.7556,
          110.3193,
          109.8089,
          108.3847,
          107.142,
          105.4571,
          106.1726,
          106.4602,
          107.1862,
          106.7344,
          107.6625,
          109.5417,
          111.9154,
          112.4063,
          114.3404,
          116.2154,
          117.6414,
          117.7351,
          120.2159,
          121.8849,
          123.8945,
          124.8522,
          127.3378,
          128.4419,
          131.0177,
          131.7041,
          133.1242,
          133.613,
          135.7232,
          135.4447,
          137.0956,
          136.7549,
          137.3144,
          137.1991,
          138.1991,
          137.5787,
          138.3457,
          137.7837,
          138.2744,
          138.4299,
          139.1313,
          139.7669,
          141.4108,
          143.6332,
          146.6125,
          149.2652,
          154.0581,
          155.1931,
          157.6194,
          158.1782,
          159.4759,
          160.9037,
          164.4053,
          164.4297,
          167.9446,
          173.3542,
          179.1034,
          182.8323,
          188.68,
          187.9441,
          189.2763,
          187.1214,
          186.8737,
          182.567,
          181.1672,
          176.461,
          175.0462,
          172.1491,
          169.9309,
          166.9616,
          164.7718,
          164.1822,
          162.9622,
          161.511,
          161.347,
          159.9417,
          160.1496,
          159.1476,
          158.9133,
          158.215,
          157.8455,
          155.9868,
          155.5456,
          154.6418,
          154.543,
          150.9251,
          150.5558,
          149.5916,
          149.644,
          148.1475,
          148.2559,
          145.5123,
          145.7911,
          144.096,
          143.3202,
          141.9233,
          141.4415,
          139.7004,
          138.6295,
          137.318,
          136.1901,
          134.6917,
          133.4033,
          132.0653,
          131.2198,
          128.8322,
          127.2382,
          125.3229,
          123.7921,
          121.1955,
          119.3445,
          117.6417,
          116.0141,
          113.9703,
          112.2116,
          110.326,
          109.7487,
          108.3588,
          107.2963,
          106.4341,
          105.6829,
          104.6338,
          103.768,
          103.8191,
          104.1622,
          103.5103,
          103.1501,
          102.5543,
          102.3879,
          100.8809,
          99.1951,
          98.911,
          98.19,
          96.7052,
          98.4322,
          98.0852,
          99.451,
          99.5475,
          100.6759,
          100.3299,
          100.8138,
          100.1334,
          100.7678,
          99.6445,
          99.9944,
          98.8575,
          99.72,
          99.4551,
          100.1971,
          100.8409,
          101.3057,
          100.8131,
          101.7371,
          98.8267,
          99.069,
          98.8562,
          101.8079,
          100.729,
          101.7951,
          100.552,
          103.4215,
          104.1009,
          104.0876,
          102.7801,
          107.0964,
          105.7634,
          105.9879,
          104.0423,
          107.3534,
          107.06,
          106.6895,
          105.733,
          109.5032,
          108.3303,
          107.6618,
          106.2136,
          108.3035,
          107.4278,
          107.4995,
          108.8926,
          112.523,
          114.1395,
          116.449,
          116.311
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "COUNTRY=France<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>",
         "legendgroup": "France",
         "line": {
          "color": "#00cc96",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "France",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          40.5273,
          40.6816,
          41.1835,
          40.6347,
          40.0722,
          40.5359,
          41.5984,
          41.3924,
          41.1382,
          41.8191,
          42.8198,
          42.4634,
          42.3678,
          43.0217,
          44.0652,
          43.8132,
          43.3315,
          43.5157,
          44.3318,
          43.8655,
          42.8254,
          43.3515,
          44.5404,
          44.634,
          44.5969,
          45.8811,
          47.4708,
          47.4095,
          47.5637,
          48.217,
          49.5936,
          49.6723,
          49.3925,
          49.5785,
          50.3032,
          50.1273,
          49.7524,
          50.3949,
          51.653,
          52.0474,
          52.1576,
          53.5377,
          55.0964,
          54.3833,
          53.3237,
          53.1678,
          53.0271,
          51.4435,
          49.811,
          49.407,
          50.307,
          49.3556,
          47.8578,
          47.6384,
          48.2151,
          47.2706,
          46.1062,
          46.0349,
          46.4429,
          45.6924,
          44.6791,
          44.634,
          45.4199,
          45.112,
          44.9415,
          45.5235,
          46.5751,
          46.5016,
          46.014,
          46.9214,
          48.5587,
          48.8293,
          49.1133,
          50.484,
          52.5789,
          53.142,
          53.5326,
          54.8308,
          56.8677,
          57.0726,
          56.8682,
          58.0297,
          59.7255,
          59.3537,
          58.9511,
          59.6935,
          60.6153,
          59.2436,
          57.3226,
          56.7304,
          57.2942,
          56.1135,
          54.7767,
          54.6916,
          55.511,
          54.5882,
          53.5555,
          53.7312,
          54.6184,
          53.6947,
          52.2115,
          52.3376,
          53.1391,
          52.172,
          51.5647,
          51.1691,
          52.5333,
          52.3219,
          49.5859,
          51.9377,
          51.8687,
          51.7223,
          50.4477,
          51.4298,
          52.7822,
          52.816,
          52.7732,
          53.6734,
          56.1726,
          55.9472,
          57.0576,
          58.3987,
          60.1994,
          59.7164,
          60.4545,
          61.5375,
          63.2236,
          63.428,
          63.5734,
          65.2558,
          67.7271,
          68.1344,
          68.8788,
          71.233,
          74.0753,
          74.8175,
          76.8672,
          79.2415,
          82.9537,
          84.5347,
          87.0158,
          89.9107,
          93.8085,
          95.3833,
          97.2748,
          99.2514,
          102.2009,
          103.1594,
          103.7818,
          104.4941,
          106.6731,
          106.2858,
          104.9238,
          103.8905,
          103.9231,
          100.9857,
          97.6274,
          95.769,
          97.3461,
          97.3731,
          97.5619,
          98.6505,
          101.4767,
          102.2866,
          102.1835,
          103.0256,
          105.2365,
          103.5496,
          101.6158,
          100.8134,
          101.5615,
          99.876,
          98.5358,
          97.9094,
          98.7113,
          97.7057,
          96.3972,
          96.1602,
          97.0861,
          95.3437,
          94.8173,
          94.0651,
          95.6777,
          95.1597,
          95.1417,
          94.7332,
          96.8292,
          96.198,
          96.6222,
          96.9934,
          99.0877,
          98.289,
          98.1154,
          97.8563,
          99.5677,
          99.5774,
          99.7798,
          99.861,
          101.9361,
          102.2275,
          103.4148,
          104.734,
          106.5583,
          108.1316,
          108.3302,
          109.5674,
          112.2212,
          112.5942
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "COUNTRY=United States<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>",
         "legendgroup": "United States",
         "line": {
          "color": "#ab63fa",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "United States",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          60.9597,
          60.4015,
          60.6711,
          60.6154,
          61.8025,
          62.7962,
          62.804,
          64.0014,
          63.7267,
          65.0124,
          65.673,
          66.4757,
          68.5507,
          68.6538,
          68.8986,
          68.7755,
          68.52,
          67.9341,
          67.6981,
          66.1336,
          66.6816,
          67.5511,
          67.3245,
          67.5023,
          65.8745,
          65.3831,
          67.0534,
          68.8882,
          70.5181,
          72.0266,
          73.614,
          75.2644,
          76.7808,
          77.5731,
          78.5881,
          79.7228,
          80.962,
          81.6964,
          82.0751,
          82.528,
          81.1923,
          79.7698,
          80.3456,
          79.9096,
          79.3341,
          78.6292,
          77.1462,
          76.7918,
          76.5942,
          75.5584,
          74.202,
          74.494,
          75.3923,
          75.422,
          75.5139,
          75.8263,
          75.938,
          76.0456,
          76.1995,
          76.2926,
          76.7867,
          77.1636,
          77.63,
          78.4534,
          79.8191,
          81.5789,
          82.8054,
          84.1091,
          85.3863,
          86.2806,
          87.106,
          88.1037,
          89.0644,
          90.1094,
          91.4508,
          92.7342,
          93.732,
          93.5602,
          94.0885,
          94.5397,
          93.8993,
          93.1819,
          91.3367,
          89.3678,
          88.1758,
          87.9171,
          87.1649,
          86.2694,
          85.8312,
          84.9882,
          84.2146,
          83.8844,
          83.4321,
          83.1447,
          83.4087,
          83.5609,
          83.3735,
          83.2721,
          82.947,
          82.9176,
          82.6217,
          82.394,
          82.656,
          82.7458,
          82.6766,
          82.4432,
          82.4371,
          82.388,
          82.5129,
          82.9881,
          83.6741,
          84.6253,
          85.9252,
          86.7904,
          87.9624,
          89.3016,
          90.3631,
          91.2287,
          92.454,
          93.8318,
          95.2815,
          96.6758,
          97.9976,
          99.7006,
          101.0677,
          101.8743,
          103.6133,
          105.6345,
          107.184,
          108.765,
          110.9925,
          112.9513,
          114.1069,
          116.1932,
          118.9459,
          122.7637,
          125.8772,
          128.9477,
          133.0439,
          137.0406,
          141.766,
          145.5307,
          148.7852,
          152.1847,
          153.7043,
          150.8028,
          148.9596,
          149.7751,
          146.5221,
          139.9206,
          135.511,
          130.163,
          123.5008,
          115.4689,
          108.9521,
          106.4534,
          103.9207,
          102.7033,
          102.4091,
          102.588,
          102.188,
          101.0166,
          99.0135,
          97.8017,
          95.7196,
          93.7334,
          93.7303,
          93.9724,
          94.242,
          95.6344,
          97.3374,
          99.3927,
          101.3382,
          103.4869,
          105.5665,
          107.907,
          108.4223,
          107.9978,
          109.2866,
          111.8014,
          113.7851,
          113.8157,
          115.0992,
          117.2381,
          118.6308,
          118.6285,
          119.8611,
          121.4198,
          122.1165,
          123.1452,
          124.56,
          126.0746,
          126.9078,
          127.1197,
          127.8794,
          129.0653,
          129.781,
          129.4606,
          130.4675,
          132.0054,
          133.2096,
          135.4712,
          137.6229,
          141.8454,
          145.7401,
          149.5475,
          153.4254,
          157.4995
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "COUNTRY=Germany<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>",
         "legendgroup": "Germany",
         "line": {
          "color": "#FFA15A",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "Germany",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          118.9766,
          123.2468,
          124.3157,
          124.6899,
          125.7019,
          129.8132,
          130.506,
          129.7232,
          129.6866,
          131.4276,
          131.0151,
          129.8094,
          128.824,
          132.1633,
          132.1739,
          129.7056,
          129.4125,
          132.5737,
          132.5798,
          130.0552,
          128.1556,
          127.2398,
          126.3735,
          125.2582,
          123.4281,
          123.8698,
          124.4124,
          125.2934,
          124.4345,
          125.6825,
          127.196,
          128.3983,
          129.0154,
          130.7625,
          133.4701,
          135.0663,
          135.4289,
          138.5143,
          139.5376,
          139.3099,
          139.2381,
          140.226,
          141.2644,
          142.5503,
          141.567,
          143.1943,
          142.3071,
          140.0025,
          138.2608,
          136.7106,
          135.1615,
          133.5895,
          132.7279,
          132.9782,
          131.9116,
          130.0318,
          127.7407,
          126.4689,
          125.6745,
          124.4161,
          122.8092,
          121.8205,
          122.3054,
          122.0722,
          121.8835,
          122.8591,
          123.204,
          122.9643,
          121.5489,
          121.1345,
          121.1208,
          121.4562,
          121.0312,
          121.6228,
          122.3475,
          122.2302,
          121.3646,
          121.291,
          122.9756,
          124.1251,
          126.0635,
          128.7874,
          129.9384,
          129.2671,
          129.7855,
          131.1229,
          130.2089,
          128.9223,
          129.1833,
          129.864,
          130.6084,
          130.7644,
          129.2041,
          129.6259,
          129.8223,
          130.6983,
          130.4964,
          131.37,
          131.6177,
          131.5938,
          130.6464,
          130.7363,
          129.9272,
          129.7497,
          127.9985,
          127.0476,
          126.3036,
          125.5133,
          123.6399,
          122.8627,
          121.2608,
          120.8418,
          120.1148,
          119.9975,
          119.5188,
          119.9597,
          119.8398,
          119.261,
          118.9039,
          119.1147,
          118.6736,
          118.7815,
          118.0594,
          117.6929,
          116.9418,
          115.8206,
          115.5252,
          115.1834,
          114.0631,
          113.6924,
          113.3043,
          112.8912,
          111.5478,
          111.2381,
          110.4186,
          109.706,
          108.4446,
          107.7792,
          107.213,
          106.5427,
          106.0755,
          105.1545,
          104.3028,
          104.0771,
          102.5944,
          103.6058,
          104.1405,
          103.0789,
          101.6225,
          100.7219,
          100.8214,
          100.137,
          101.5881,
          101.7274,
          100.6285,
          101.9208,
          101.6905,
          100.1909,
          99.9739,
          100.2693,
          99.1405,
          99.8446,
          100.5012,
          100.506,
          100.1838,
          99.9438,
          100.7323,
          100.479,
          100.6198,
          101.5255,
          101.3524,
          101.7703,
          102.2548,
          103.0116,
          103.3295,
          102.7888,
          103.3337,
          105.1901,
          105.3291,
          105.6114,
          107.7891,
          108.7303,
          109.0705,
          111.3115,
          114.1218,
          116.1963,
          117.6672,
          119.4072,
          119.8426,
          121.2416,
          122.4138,
          125.1114,
          126.2041,
          127.0905,
          128.6235,
          130.3538,
          131.1492,
          132.3896,
          133.4452,
          137.1287,
          138.581,
          140.0819,
          144.658,
          149.499,
          148.8437,
          151.7036,
          155.9109,
          159.6865
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "COUNTRY=Italy<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>",
         "legendgroup": "Italy",
         "line": {
          "color": "#19d3f3",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "Italy",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          40.7872,
          41.0527,
          40.6774,
          40.4478,
          39.4169,
          39.8933,
          40.4939,
          40.4419,
          40.5444,
          41.275,
          41.5336,
          40.7042,
          40.4054,
          41.8759,
          45.5495,
          49.8444,
          53.1363,
          56.411,
          58.2057,
          57.9117,
          57.6249,
          56.9947,
          57.5998,
          58.0394,
          57.8811,
          56.7436,
          57.7297,
          56.375,
          55.035,
          53.9297,
          53.4492,
          52.5778,
          52.6496,
          53.9679,
          56.0487,
          57.1867,
          57.38,
          57.2605,
          57.374,
          56.7775,
          57.1191,
          60.9514,
          65.1411,
          67.724,
          69.48,
          70.8063,
          71.7327,
          70.0233,
          68.4568,
          68.4317,
          67.571,
          66.1406,
          64.9951,
          64.1708,
          63.5042,
          61.8727,
          60.4538,
          59.3091,
          58.6682,
          57.487,
          56.1925,
          55.1617,
          54.8957,
          53.9568,
          53.5196,
          53.4831,
          53.6083,
          53.2769,
          53.2546,
          53.7404,
          54.3662,
          54.589,
          55.4765,
          57.2886,
          59.0644,
          60.1338,
          61.24,
          63.2659,
          65.6589,
          67.1374,
          68.4477,
          70.3509,
          71.4922,
          73.1584,
          75.6889,
          77.37,
          77.6109,
          78.3819,
          82.135,
          84.4495,
          85.4558,
          85.3523,
          85.1951,
          84.863,
          84.8369,
          83.0974,
          81.6033,
          80.1644,
          80.2314,
          78.8294,
          77.2204,
          76.625,
          76.7402,
          76.6391,
          76.5982,
          76.1241,
          76.8425,
          77.2544,
          77.9983,
          77.7546,
          77.6458,
          77.5161,
          75.9364,
          76.3598,
          76.3726,
          76.1329,
          75.7172,
          75.7648,
          75.7908,
          75.7102,
          76.3039,
          76.4064,
          76.9951,
          77.3332,
          77.5702,
          77.8781,
          79.271,
          81.1367,
          85.0609,
          86.2191,
          86.8406,
          86.9043,
          88.1578,
          88.7015,
          89.8766,
          90.0255,
          90.4413,
          91.5757,
          93.5718,
          94.8074,
          96.1263,
          97.2307,
          98.5355,
          99.0836,
          99.6567,
          100.8067,
          102.0859,
          102.7719,
          103.7027,
          104.2274,
          105.0506,
          104.863,
          104.3853,
          104.2421,
          103.6755,
          102.5444,
          103.1062,
          102.4725,
          102.3805,
          101.6107,
          99.6538,
          99.9677,
          100.2773,
          100.097,
          98.6254,
          99.6764,
          98.7695,
          97.3849,
          96.0858,
          94.4295,
          92.2334,
          90.3482,
          87.5526,
          87.1016,
          85.4596,
          84.5976,
          83.333,
          82.3933,
          81.4979,
          80.4122,
          78.7998,
          78.4876,
          79.1453,
          78.6342,
          78.9449,
          79.3472,
          79.1611,
          78.6632,
          77.3627,
          77.4714,
          77.1095,
          77.0267,
          76.4168,
          76.4554,
          75.3716,
          75.5645,
          75.0057,
          75.7359,
          75.409,
          75.4972,
          76.0882,
          78.3593,
          76.5432,
          76.8214,
          76.9408,
          77.7337,
          77.9912,
          77.1591
         ],
         "yaxis": "y"
        },
        {
         "hovertemplate": "COUNTRY=Canada<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>",
         "legendgroup": "Canada",
         "line": {
          "color": "#FF6692",
          "dash": "solid"
         },
         "marker": {
          "symbol": "circle"
         },
         "mode": "lines",
         "name": "Canada",
         "showlegend": true,
         "type": "scattergl",
         "x": [
          "1970-01-01T00:00:00",
          "1970-04-01T00:00:00",
          "1970-07-01T00:00:00",
          "1970-10-01T00:00:00",
          "1971-01-01T00:00:00",
          "1971-04-01T00:00:00",
          "1971-07-01T00:00:00",
          "1971-10-01T00:00:00",
          "1972-01-01T00:00:00",
          "1972-04-01T00:00:00",
          "1972-07-01T00:00:00",
          "1972-10-01T00:00:00",
          "1973-01-01T00:00:00",
          "1973-04-01T00:00:00",
          "1973-07-01T00:00:00",
          "1973-10-01T00:00:00",
          "1974-01-01T00:00:00",
          "1974-04-01T00:00:00",
          "1974-07-01T00:00:00",
          "1974-10-01T00:00:00",
          "1975-01-01T00:00:00",
          "1975-04-01T00:00:00",
          "1975-07-01T00:00:00",
          "1975-10-01T00:00:00",
          "1976-01-01T00:00:00",
          "1976-04-01T00:00:00",
          "1976-07-01T00:00:00",
          "1976-10-01T00:00:00",
          "1977-01-01T00:00:00",
          "1977-04-01T00:00:00",
          "1977-07-01T00:00:00",
          "1977-10-01T00:00:00",
          "1978-01-01T00:00:00",
          "1978-04-01T00:00:00",
          "1978-07-01T00:00:00",
          "1978-10-01T00:00:00",
          "1979-01-01T00:00:00",
          "1979-04-01T00:00:00",
          "1979-07-01T00:00:00",
          "1979-10-01T00:00:00",
          "1980-01-01T00:00:00",
          "1980-04-01T00:00:00",
          "1980-07-01T00:00:00",
          "1980-10-01T00:00:00",
          "1981-01-01T00:00:00",
          "1981-04-01T00:00:00",
          "1981-07-01T00:00:00",
          "1981-10-01T00:00:00",
          "1982-01-01T00:00:00",
          "1982-04-01T00:00:00",
          "1982-07-01T00:00:00",
          "1982-10-01T00:00:00",
          "1983-01-01T00:00:00",
          "1983-04-01T00:00:00",
          "1983-07-01T00:00:00",
          "1983-10-01T00:00:00",
          "1984-01-01T00:00:00",
          "1984-04-01T00:00:00",
          "1984-07-01T00:00:00",
          "1984-10-01T00:00:00",
          "1985-01-01T00:00:00",
          "1985-04-01T00:00:00",
          "1985-07-01T00:00:00",
          "1985-10-01T00:00:00",
          "1986-01-01T00:00:00",
          "1986-04-01T00:00:00",
          "1986-07-01T00:00:00",
          "1986-10-01T00:00:00",
          "1987-01-01T00:00:00",
          "1987-04-01T00:00:00",
          "1987-07-01T00:00:00",
          "1987-10-01T00:00:00",
          "1988-01-01T00:00:00",
          "1988-04-01T00:00:00",
          "1988-07-01T00:00:00",
          "1988-10-01T00:00:00",
          "1989-01-01T00:00:00",
          "1989-04-01T00:00:00",
          "1989-07-01T00:00:00",
          "1989-10-01T00:00:00",
          "1990-01-01T00:00:00",
          "1990-04-01T00:00:00",
          "1990-07-01T00:00:00",
          "1990-10-01T00:00:00",
          "1991-01-01T00:00:00",
          "1991-04-01T00:00:00",
          "1991-07-01T00:00:00",
          "1991-10-01T00:00:00",
          "1992-01-01T00:00:00",
          "1992-04-01T00:00:00",
          "1992-07-01T00:00:00",
          "1992-10-01T00:00:00",
          "1993-01-01T00:00:00",
          "1993-04-01T00:00:00",
          "1993-07-01T00:00:00",
          "1993-10-01T00:00:00",
          "1994-01-01T00:00:00",
          "1994-04-01T00:00:00",
          "1994-07-01T00:00:00",
          "1994-10-01T00:00:00",
          "1995-01-01T00:00:00",
          "1995-04-01T00:00:00",
          "1995-07-01T00:00:00",
          "1995-10-01T00:00:00",
          "1996-01-01T00:00:00",
          "1996-04-01T00:00:00",
          "1996-07-01T00:00:00",
          "1996-10-01T00:00:00",
          "1997-01-01T00:00:00",
          "1997-04-01T00:00:00",
          "1997-07-01T00:00:00",
          "1997-10-01T00:00:00",
          "1998-01-01T00:00:00",
          "1998-04-01T00:00:00",
          "1998-07-01T00:00:00",
          "1998-10-01T00:00:00",
          "1999-01-01T00:00:00",
          "1999-04-01T00:00:00",
          "1999-07-01T00:00:00",
          "1999-10-01T00:00:00",
          "2000-01-01T00:00:00",
          "2000-04-01T00:00:00",
          "2000-07-01T00:00:00",
          "2000-10-01T00:00:00",
          "2001-01-01T00:00:00",
          "2001-04-01T00:00:00",
          "2001-07-01T00:00:00",
          "2001-10-01T00:00:00",
          "2002-01-01T00:00:00",
          "2002-04-01T00:00:00",
          "2002-07-01T00:00:00",
          "2002-10-01T00:00:00",
          "2003-01-01T00:00:00",
          "2003-04-01T00:00:00",
          "2003-07-01T00:00:00",
          "2003-10-01T00:00:00",
          "2004-01-01T00:00:00",
          "2004-04-01T00:00:00",
          "2004-07-01T00:00:00",
          "2004-10-01T00:00:00",
          "2005-01-01T00:00:00",
          "2005-04-01T00:00:00",
          "2005-07-01T00:00:00",
          "2005-10-01T00:00:00",
          "2006-01-01T00:00:00",
          "2006-04-01T00:00:00",
          "2006-07-01T00:00:00",
          "2006-10-01T00:00:00",
          "2007-01-01T00:00:00",
          "2007-04-01T00:00:00",
          "2007-07-01T00:00:00",
          "2007-10-01T00:00:00",
          "2008-01-01T00:00:00",
          "2008-04-01T00:00:00",
          "2008-07-01T00:00:00",
          "2008-10-01T00:00:00",
          "2009-01-01T00:00:00",
          "2009-04-01T00:00:00",
          "2009-07-01T00:00:00",
          "2009-10-01T00:00:00",
          "2010-01-01T00:00:00",
          "2010-04-01T00:00:00",
          "2010-07-01T00:00:00",
          "2010-10-01T00:00:00",
          "2011-01-01T00:00:00",
          "2011-04-01T00:00:00",
          "2011-07-01T00:00:00",
          "2011-10-01T00:00:00",
          "2012-01-01T00:00:00",
          "2012-04-01T00:00:00",
          "2012-07-01T00:00:00",
          "2012-10-01T00:00:00",
          "2013-01-01T00:00:00",
          "2013-04-01T00:00:00",
          "2013-07-01T00:00:00",
          "2013-10-01T00:00:00",
          "2014-01-01T00:00:00",
          "2014-04-01T00:00:00",
          "2014-07-01T00:00:00",
          "2014-10-01T00:00:00",
          "2015-01-01T00:00:00",
          "2015-04-01T00:00:00",
          "2015-07-01T00:00:00",
          "2015-10-01T00:00:00",
          "2016-01-01T00:00:00",
          "2016-04-01T00:00:00",
          "2016-07-01T00:00:00",
          "2016-10-01T00:00:00",
          "2017-01-01T00:00:00",
          "2017-04-01T00:00:00",
          "2017-07-01T00:00:00",
          "2017-10-01T00:00:00",
          "2018-01-01T00:00:00",
          "2018-04-01T00:00:00",
          "2018-07-01T00:00:00",
          "2018-10-01T00:00:00",
          "2019-01-01T00:00:00",
          "2019-04-01T00:00:00",
          "2019-07-01T00:00:00",
          "2019-10-01T00:00:00",
          "2020-01-01T00:00:00",
          "2020-04-01T00:00:00",
          "2020-07-01T00:00:00",
          "2020-10-01T00:00:00",
          "2021-01-01T00:00:00",
          "2021-04-01T00:00:00",
          "2021-07-01T00:00:00",
          "2021-10-01T00:00:00"
         ],
         "xaxis": "x",
         "y": [
          36.9844,
          36.8022,
          36.8036,
          38.0431,
          38.1583,
          38.1133,
          37.305,
          38.9569,
          39.3096,
          38.9473,
          38.6832,
          40.1878,
          41.5135,
          42.7417,
          44.5809,
          47.9393,
          51.7922,
          52.3013,
          50.3281,
          49.0292,
          50.6942,
          51.1298,
          51.0785,
          52.1097,
          53.5763,
          53.4231,
          52.7265,
          53.9456,
          53.3124,
          52.1632,
          50.9081,
          51.3016,
          50.1131,
          50.3919,
          49.0875,
          50.5484,
          51.1774,
          50.8883,
          49.6938,
          50.7208,
          50.3694,
          51.0029,
          51.6298,
          53.4208,
          53.6265,
          52.4886,
          52.2545,
          51.7313,
          48.4078,
          44.9859,
          43.2119,
          43.4669,
          46.1122,
          45.4724,
          44.1786,
          43.9365,
          43.3795,
          43.2668,
          42.1178,
          42.3165,
          42.7166,
          43.1994,
          43.0009,
          44.474,
          46.4576,
          48.4007,
          48.6555,
          51.4899,
          55.3026,
          53.8644,
          53.2917,
          55.8323,
          60.4788,
          60.9855,
          60.9349,
          65.3738,
          71.054,
          63.8227,
          64.4036,
          67.612,
          65.4562,
          60.5008,
          60.2309,
          59.8265,
          60.9586,
          62.6645,
          58.7826,
          59.5878,
          60.3347,
          60.4883,
          60.3712,
          61.4088,
          61.5007,
          61.3806,
          59.7931,
          60.2257,
          63.2761,
          62.9691,
          61.6392,
          62.182,
          59.9024,
          57.9122,
          58.3579,
          58.4292,
          57.4819,
          58.2538,
          57.3649,
          57.3501,
          57.7044,
          58.9835,
          57.8054,
          57.7742,
          56.9207,
          57.2648,
          56.0665,
          56.7612,
          56.923,
          58.5134,
          57.6102,
          58.2385,
          58.2334,
          58.847,
          58.1713,
          58.376,
          58.096,
          59.5847,
          59.6911,
          61.0311,
          63.2774,
          64.798,
          63.5719,
          65.2659,
          65.7826,
          68.0594,
          69.2323,
          71.1486,
          71.9819,
          74.4697,
          72.5809,
          75.0315,
          77.4652,
          78.6773,
          79.4522,
          80.5446,
          83.1926,
          86.5336,
          89.4793,
          90.7954,
          92.9796,
          95.7922,
          97.959,
          98.3031,
          99.5048,
          98.9219,
          96.707,
          95.1875,
          92.7926,
          93.5418,
          95.9034,
          97.8051,
          100.2634,
          101.3128,
          99.7963,
          98.6454,
          99.5914,
          100.5791,
          101.1121,
          100.7356,
          101.8205,
          103.4685,
          103.6756,
          102.9037,
          103.6024,
          105.1683,
          105.5543,
          105.9437,
          106.8698,
          108.035,
          108.7534,
          109.316,
          110.8042,
          112.2655,
          113.2284,
          114.2681,
          117.2243,
          122.0785,
          126.1164,
          127.8918,
          131.5822,
          138.2486,
          139.8886,
          139.0162,
          138.5269,
          139.1624,
          138.7719,
          138.6518,
          137.1277,
          136.498,
          136.3936,
          138.0355,
          140.4391,
          144.2064,
          145.4279,
          148.4112,
          150.5571,
          158.3231,
          159.8228,
          161.4616
         ],
         "yaxis": "y"
        }
       ],
       "layout": {
        "legend": {
         "title": {
          "text": "COUNTRY"
         },
         "tracegroupgap": 0
        },
        "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,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Real Residential Property Prices - All G7 Countries",
         "x": 0.5,
         "y": 0.95
        },
        "xaxis": {
         "anchor": "y",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "DATE"
         }
        },
        "yaxis": {
         "anchor": "x",
         "domain": [
          0,
          1
         ],
         "title": {
          "text": "VALUE"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"dba57aa6-6e3e-4197-adeb-a3fec4ec5e61\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"dba57aa6-6e3e-4197-adeb-a3fec4ec5e61\")) {                    Plotly.newPlot(                        \"dba57aa6-6e3e-4197-adeb-a3fec4ec5e61\",                        [{\"hovertemplate\":\"COUNTRY=United Kingdom<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>\",\"legendgroup\":\"United Kingdom\",\"line\":{\"color\":\"#636efa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"United Kingdom\",\"showlegend\":true,\"type\":\"scattergl\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[22.4096,21.8645,22.7399,22.2637,22.2249,22.0237,23.1038,23.8771,25.0096,26.8894,30.2407,31.8063,35.0269,35.5975,37.165,36.1656,35.3076,33.4323,33.0259,31.9127,30.6434,28.7928,28.4886,27.8298,27.5648,27.4069,27.3075,26.6519,25.5079,24.9473,25.1914,25.761,25.8738,26.522,27.8133,29.4838,30.2761,31.7296,32.1716,33.2983,33.7475,33.2026,33.8062,33.3632,32.5538,31.9242,31.7994,30.6237,29.5516,29.8106,30.3191,30.3692,31.0947,31.6377,32.6077,32.5003,32.6777,32.992,34.0898,34.24,33.8942,34.2516,34.8716,35.7806,36.3688,37.4498,38.9299,39.7579,40.6393,41.9386,43.9255,46.1085,47.8388,49.7748,55.8726,58.6713,59.3291,60.1121,61.7899,59.6447,57.7052,55.4895,55.6605,53.7811,52.845,50.3859,50.8936,49.9296,48.9527,46.8658,47.1128,45.017,45.226,44.6958,45.571,44.618,45.0497,44.9854,45.8543,45.4097,44.6374,44.5,44.8128,43.9541,44.3521,43.9368,45.6188,46.1127,46.7359,47.2393,49.4437,48.8811,50.1998,52.3133,54.6134,54.0067,54.4092,56.1244,59.5499,60.8697,62.621,65.4916,66.8152,68.309,68.3875,69.8145,72.27,70.7751,73.1478,78.438,83.6552,87.3155,88.9004,91.0713,93.4122,94.7985,95.7352,100.6037,105.0057,104.9802,102.642,104.5846,106.6044,106.2353,107.043,109.626,112.3089,113.5793,115.0455,118.3254,121.7284,120.33,116.5877,113.581,107.7688,100.5213,95.7193,95.9597,99.0186,100.2457,99.8286,100.3546,101.5077,98.3237,95.1522,94.4074,94.9375,92.7677,91.5269,92.4661,93.2514,91.2776,90.2889,91.478,93.4001,93.3397,94.4542,97.1935,100.2599,100.3929,100.7974,102.3272,105.6225,106.7795,108.4817,110.1624,111.9351,111.138,110.8876,112.0592,113.9924,112.9519,112.5452,112.8181,114.3116,113.0729,112.0069,111.6996,113.0672,112.4318,112.1205,112.3283,115.2236,118.3866,120.6621,121.5763,122.6873,123.6292],\"yaxis\":\"y\"},{\"hovertemplate\":\"COUNTRY=Japan<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>\",\"legendgroup\":\"Japan\",\"line\":{\"color\":\"#EF553B\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Japan\",\"showlegend\":true,\"type\":\"scattergl\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[97.4678,100.5088,104.7421,105.9025,108.3291,110.3274,112.9774,115.1834,118.3767,121.0162,125.0855,134.8142,142.2956,146.5214,153.1654,153.0538,145.6404,140.5607,136.6606,127.3484,121.146,118.2772,117.3649,114.8641,112.7556,110.3193,109.8089,108.3847,107.142,105.4571,106.1726,106.4602,107.1862,106.7344,107.6625,109.5417,111.9154,112.4063,114.3404,116.2154,117.6414,117.7351,120.2159,121.8849,123.8945,124.8522,127.3378,128.4419,131.0177,131.7041,133.1242,133.613,135.7232,135.4447,137.0956,136.7549,137.3144,137.1991,138.1991,137.5787,138.3457,137.7837,138.2744,138.4299,139.1313,139.7669,141.4108,143.6332,146.6125,149.2652,154.0581,155.1931,157.6194,158.1782,159.4759,160.9037,164.4053,164.4297,167.9446,173.3542,179.1034,182.8323,188.68,187.9441,189.2763,187.1214,186.8737,182.567,181.1672,176.461,175.0462,172.1491,169.9309,166.9616,164.7718,164.1822,162.9622,161.511,161.347,159.9417,160.1496,159.1476,158.9133,158.215,157.8455,155.9868,155.5456,154.6418,154.543,150.9251,150.5558,149.5916,149.644,148.1475,148.2559,145.5123,145.7911,144.096,143.3202,141.9233,141.4415,139.7004,138.6295,137.318,136.1901,134.6917,133.4033,132.0653,131.2198,128.8322,127.2382,125.3229,123.7921,121.1955,119.3445,117.6417,116.0141,113.9703,112.2116,110.326,109.7487,108.3588,107.2963,106.4341,105.6829,104.6338,103.768,103.8191,104.1622,103.5103,103.1501,102.5543,102.3879,100.8809,99.1951,98.911,98.19,96.7052,98.4322,98.0852,99.451,99.5475,100.6759,100.3299,100.8138,100.1334,100.7678,99.6445,99.9944,98.8575,99.72,99.4551,100.1971,100.8409,101.3057,100.8131,101.7371,98.8267,99.069,98.8562,101.8079,100.729,101.7951,100.552,103.4215,104.1009,104.0876,102.7801,107.0964,105.7634,105.9879,104.0423,107.3534,107.06,106.6895,105.733,109.5032,108.3303,107.6618,106.2136,108.3035,107.4278,107.4995,108.8926,112.523,114.1395,116.449,116.311],\"yaxis\":\"y\"},{\"hovertemplate\":\"COUNTRY=France<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>\",\"legendgroup\":\"France\",\"line\":{\"color\":\"#00cc96\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"France\",\"showlegend\":true,\"type\":\"scattergl\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[40.5273,40.6816,41.1835,40.6347,40.0722,40.5359,41.5984,41.3924,41.1382,41.8191,42.8198,42.4634,42.3678,43.0217,44.0652,43.8132,43.3315,43.5157,44.3318,43.8655,42.8254,43.3515,44.5404,44.634,44.5969,45.8811,47.4708,47.4095,47.5637,48.217,49.5936,49.6723,49.3925,49.5785,50.3032,50.1273,49.7524,50.3949,51.653,52.0474,52.1576,53.5377,55.0964,54.3833,53.3237,53.1678,53.0271,51.4435,49.811,49.407,50.307,49.3556,47.8578,47.6384,48.2151,47.2706,46.1062,46.0349,46.4429,45.6924,44.6791,44.634,45.4199,45.112,44.9415,45.5235,46.5751,46.5016,46.014,46.9214,48.5587,48.8293,49.1133,50.484,52.5789,53.142,53.5326,54.8308,56.8677,57.0726,56.8682,58.0297,59.7255,59.3537,58.9511,59.6935,60.6153,59.2436,57.3226,56.7304,57.2942,56.1135,54.7767,54.6916,55.511,54.5882,53.5555,53.7312,54.6184,53.6947,52.2115,52.3376,53.1391,52.172,51.5647,51.1691,52.5333,52.3219,49.5859,51.9377,51.8687,51.7223,50.4477,51.4298,52.7822,52.816,52.7732,53.6734,56.1726,55.9472,57.0576,58.3987,60.1994,59.7164,60.4545,61.5375,63.2236,63.428,63.5734,65.2558,67.7271,68.1344,68.8788,71.233,74.0753,74.8175,76.8672,79.2415,82.9537,84.5347,87.0158,89.9107,93.8085,95.3833,97.2748,99.2514,102.2009,103.1594,103.7818,104.4941,106.6731,106.2858,104.9238,103.8905,103.9231,100.9857,97.6274,95.769,97.3461,97.3731,97.5619,98.6505,101.4767,102.2866,102.1835,103.0256,105.2365,103.5496,101.6158,100.8134,101.5615,99.876,98.5358,97.9094,98.7113,97.7057,96.3972,96.1602,97.0861,95.3437,94.8173,94.0651,95.6777,95.1597,95.1417,94.7332,96.8292,96.198,96.6222,96.9934,99.0877,98.289,98.1154,97.8563,99.5677,99.5774,99.7798,99.861,101.9361,102.2275,103.4148,104.734,106.5583,108.1316,108.3302,109.5674,112.2212,112.5942],\"yaxis\":\"y\"},{\"hovertemplate\":\"COUNTRY=United States<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>\",\"legendgroup\":\"United States\",\"line\":{\"color\":\"#ab63fa\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"United States\",\"showlegend\":true,\"type\":\"scattergl\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[60.9597,60.4015,60.6711,60.6154,61.8025,62.7962,62.804,64.0014,63.7267,65.0124,65.673,66.4757,68.5507,68.6538,68.8986,68.7755,68.52,67.9341,67.6981,66.1336,66.6816,67.5511,67.3245,67.5023,65.8745,65.3831,67.0534,68.8882,70.5181,72.0266,73.614,75.2644,76.7808,77.5731,78.5881,79.7228,80.962,81.6964,82.0751,82.528,81.1923,79.7698,80.3456,79.9096,79.3341,78.6292,77.1462,76.7918,76.5942,75.5584,74.202,74.494,75.3923,75.422,75.5139,75.8263,75.938,76.0456,76.1995,76.2926,76.7867,77.1636,77.63,78.4534,79.8191,81.5789,82.8054,84.1091,85.3863,86.2806,87.106,88.1037,89.0644,90.1094,91.4508,92.7342,93.732,93.5602,94.0885,94.5397,93.8993,93.1819,91.3367,89.3678,88.1758,87.9171,87.1649,86.2694,85.8312,84.9882,84.2146,83.8844,83.4321,83.1447,83.4087,83.5609,83.3735,83.2721,82.947,82.9176,82.6217,82.394,82.656,82.7458,82.6766,82.4432,82.4371,82.388,82.5129,82.9881,83.6741,84.6253,85.9252,86.7904,87.9624,89.3016,90.3631,91.2287,92.454,93.8318,95.2815,96.6758,97.9976,99.7006,101.0677,101.8743,103.6133,105.6345,107.184,108.765,110.9925,112.9513,114.1069,116.1932,118.9459,122.7637,125.8772,128.9477,133.0439,137.0406,141.766,145.5307,148.7852,152.1847,153.7043,150.8028,148.9596,149.7751,146.5221,139.9206,135.511,130.163,123.5008,115.4689,108.9521,106.4534,103.9207,102.7033,102.4091,102.588,102.188,101.0166,99.0135,97.8017,95.7196,93.7334,93.7303,93.9724,94.242,95.6344,97.3374,99.3927,101.3382,103.4869,105.5665,107.907,108.4223,107.9978,109.2866,111.8014,113.7851,113.8157,115.0992,117.2381,118.6308,118.6285,119.8611,121.4198,122.1165,123.1452,124.56,126.0746,126.9078,127.1197,127.8794,129.0653,129.781,129.4606,130.4675,132.0054,133.2096,135.4712,137.6229,141.8454,145.7401,149.5475,153.4254,157.4995],\"yaxis\":\"y\"},{\"hovertemplate\":\"COUNTRY=Germany<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>\",\"legendgroup\":\"Germany\",\"line\":{\"color\":\"#FFA15A\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Germany\",\"showlegend\":true,\"type\":\"scattergl\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[118.9766,123.2468,124.3157,124.6899,125.7019,129.8132,130.506,129.7232,129.6866,131.4276,131.0151,129.8094,128.824,132.1633,132.1739,129.7056,129.4125,132.5737,132.5798,130.0552,128.1556,127.2398,126.3735,125.2582,123.4281,123.8698,124.4124,125.2934,124.4345,125.6825,127.196,128.3983,129.0154,130.7625,133.4701,135.0663,135.4289,138.5143,139.5376,139.3099,139.2381,140.226,141.2644,142.5503,141.567,143.1943,142.3071,140.0025,138.2608,136.7106,135.1615,133.5895,132.7279,132.9782,131.9116,130.0318,127.7407,126.4689,125.6745,124.4161,122.8092,121.8205,122.3054,122.0722,121.8835,122.8591,123.204,122.9643,121.5489,121.1345,121.1208,121.4562,121.0312,121.6228,122.3475,122.2302,121.3646,121.291,122.9756,124.1251,126.0635,128.7874,129.9384,129.2671,129.7855,131.1229,130.2089,128.9223,129.1833,129.864,130.6084,130.7644,129.2041,129.6259,129.8223,130.6983,130.4964,131.37,131.6177,131.5938,130.6464,130.7363,129.9272,129.7497,127.9985,127.0476,126.3036,125.5133,123.6399,122.8627,121.2608,120.8418,120.1148,119.9975,119.5188,119.9597,119.8398,119.261,118.9039,119.1147,118.6736,118.7815,118.0594,117.6929,116.9418,115.8206,115.5252,115.1834,114.0631,113.6924,113.3043,112.8912,111.5478,111.2381,110.4186,109.706,108.4446,107.7792,107.213,106.5427,106.0755,105.1545,104.3028,104.0771,102.5944,103.6058,104.1405,103.0789,101.6225,100.7219,100.8214,100.137,101.5881,101.7274,100.6285,101.9208,101.6905,100.1909,99.9739,100.2693,99.1405,99.8446,100.5012,100.506,100.1838,99.9438,100.7323,100.479,100.6198,101.5255,101.3524,101.7703,102.2548,103.0116,103.3295,102.7888,103.3337,105.1901,105.3291,105.6114,107.7891,108.7303,109.0705,111.3115,114.1218,116.1963,117.6672,119.4072,119.8426,121.2416,122.4138,125.1114,126.2041,127.0905,128.6235,130.3538,131.1492,132.3896,133.4452,137.1287,138.581,140.0819,144.658,149.499,148.8437,151.7036,155.9109,159.6865],\"yaxis\":\"y\"},{\"hovertemplate\":\"COUNTRY=Italy<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>\",\"legendgroup\":\"Italy\",\"line\":{\"color\":\"#19d3f3\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Italy\",\"showlegend\":true,\"type\":\"scattergl\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[40.7872,41.0527,40.6774,40.4478,39.4169,39.8933,40.4939,40.4419,40.5444,41.275,41.5336,40.7042,40.4054,41.8759,45.5495,49.8444,53.1363,56.411,58.2057,57.9117,57.6249,56.9947,57.5998,58.0394,57.8811,56.7436,57.7297,56.375,55.035,53.9297,53.4492,52.5778,52.6496,53.9679,56.0487,57.1867,57.38,57.2605,57.374,56.7775,57.1191,60.9514,65.1411,67.724,69.48,70.8063,71.7327,70.0233,68.4568,68.4317,67.571,66.1406,64.9951,64.1708,63.5042,61.8727,60.4538,59.3091,58.6682,57.487,56.1925,55.1617,54.8957,53.9568,53.5196,53.4831,53.6083,53.2769,53.2546,53.7404,54.3662,54.589,55.4765,57.2886,59.0644,60.1338,61.24,63.2659,65.6589,67.1374,68.4477,70.3509,71.4922,73.1584,75.6889,77.37,77.6109,78.3819,82.135,84.4495,85.4558,85.3523,85.1951,84.863,84.8369,83.0974,81.6033,80.1644,80.2314,78.8294,77.2204,76.625,76.7402,76.6391,76.5982,76.1241,76.8425,77.2544,77.9983,77.7546,77.6458,77.5161,75.9364,76.3598,76.3726,76.1329,75.7172,75.7648,75.7908,75.7102,76.3039,76.4064,76.9951,77.3332,77.5702,77.8781,79.271,81.1367,85.0609,86.2191,86.8406,86.9043,88.1578,88.7015,89.8766,90.0255,90.4413,91.5757,93.5718,94.8074,96.1263,97.2307,98.5355,99.0836,99.6567,100.8067,102.0859,102.7719,103.7027,104.2274,105.0506,104.863,104.3853,104.2421,103.6755,102.5444,103.1062,102.4725,102.3805,101.6107,99.6538,99.9677,100.2773,100.097,98.6254,99.6764,98.7695,97.3849,96.0858,94.4295,92.2334,90.3482,87.5526,87.1016,85.4596,84.5976,83.333,82.3933,81.4979,80.4122,78.7998,78.4876,79.1453,78.6342,78.9449,79.3472,79.1611,78.6632,77.3627,77.4714,77.1095,77.0267,76.4168,76.4554,75.3716,75.5645,75.0057,75.7359,75.409,75.4972,76.0882,78.3593,76.5432,76.8214,76.9408,77.7337,77.9912,77.1591],\"yaxis\":\"y\"},{\"hovertemplate\":\"COUNTRY=Canada<br>DATE=%{x}<br>VALUE=%{y}<extra></extra>\",\"legendgroup\":\"Canada\",\"line\":{\"color\":\"#FF6692\",\"dash\":\"solid\"},\"marker\":{\"symbol\":\"circle\"},\"mode\":\"lines\",\"name\":\"Canada\",\"showlegend\":true,\"type\":\"scattergl\",\"x\":[\"1970-01-01T00:00:00\",\"1970-04-01T00:00:00\",\"1970-07-01T00:00:00\",\"1970-10-01T00:00:00\",\"1971-01-01T00:00:00\",\"1971-04-01T00:00:00\",\"1971-07-01T00:00:00\",\"1971-10-01T00:00:00\",\"1972-01-01T00:00:00\",\"1972-04-01T00:00:00\",\"1972-07-01T00:00:00\",\"1972-10-01T00:00:00\",\"1973-01-01T00:00:00\",\"1973-04-01T00:00:00\",\"1973-07-01T00:00:00\",\"1973-10-01T00:00:00\",\"1974-01-01T00:00:00\",\"1974-04-01T00:00:00\",\"1974-07-01T00:00:00\",\"1974-10-01T00:00:00\",\"1975-01-01T00:00:00\",\"1975-04-01T00:00:00\",\"1975-07-01T00:00:00\",\"1975-10-01T00:00:00\",\"1976-01-01T00:00:00\",\"1976-04-01T00:00:00\",\"1976-07-01T00:00:00\",\"1976-10-01T00:00:00\",\"1977-01-01T00:00:00\",\"1977-04-01T00:00:00\",\"1977-07-01T00:00:00\",\"1977-10-01T00:00:00\",\"1978-01-01T00:00:00\",\"1978-04-01T00:00:00\",\"1978-07-01T00:00:00\",\"1978-10-01T00:00:00\",\"1979-01-01T00:00:00\",\"1979-04-01T00:00:00\",\"1979-07-01T00:00:00\",\"1979-10-01T00:00:00\",\"1980-01-01T00:00:00\",\"1980-04-01T00:00:00\",\"1980-07-01T00:00:00\",\"1980-10-01T00:00:00\",\"1981-01-01T00:00:00\",\"1981-04-01T00:00:00\",\"1981-07-01T00:00:00\",\"1981-10-01T00:00:00\",\"1982-01-01T00:00:00\",\"1982-04-01T00:00:00\",\"1982-07-01T00:00:00\",\"1982-10-01T00:00:00\",\"1983-01-01T00:00:00\",\"1983-04-01T00:00:00\",\"1983-07-01T00:00:00\",\"1983-10-01T00:00:00\",\"1984-01-01T00:00:00\",\"1984-04-01T00:00:00\",\"1984-07-01T00:00:00\",\"1984-10-01T00:00:00\",\"1985-01-01T00:00:00\",\"1985-04-01T00:00:00\",\"1985-07-01T00:00:00\",\"1985-10-01T00:00:00\",\"1986-01-01T00:00:00\",\"1986-04-01T00:00:00\",\"1986-07-01T00:00:00\",\"1986-10-01T00:00:00\",\"1987-01-01T00:00:00\",\"1987-04-01T00:00:00\",\"1987-07-01T00:00:00\",\"1987-10-01T00:00:00\",\"1988-01-01T00:00:00\",\"1988-04-01T00:00:00\",\"1988-07-01T00:00:00\",\"1988-10-01T00:00:00\",\"1989-01-01T00:00:00\",\"1989-04-01T00:00:00\",\"1989-07-01T00:00:00\",\"1989-10-01T00:00:00\",\"1990-01-01T00:00:00\",\"1990-04-01T00:00:00\",\"1990-07-01T00:00:00\",\"1990-10-01T00:00:00\",\"1991-01-01T00:00:00\",\"1991-04-01T00:00:00\",\"1991-07-01T00:00:00\",\"1991-10-01T00:00:00\",\"1992-01-01T00:00:00\",\"1992-04-01T00:00:00\",\"1992-07-01T00:00:00\",\"1992-10-01T00:00:00\",\"1993-01-01T00:00:00\",\"1993-04-01T00:00:00\",\"1993-07-01T00:00:00\",\"1993-10-01T00:00:00\",\"1994-01-01T00:00:00\",\"1994-04-01T00:00:00\",\"1994-07-01T00:00:00\",\"1994-10-01T00:00:00\",\"1995-01-01T00:00:00\",\"1995-04-01T00:00:00\",\"1995-07-01T00:00:00\",\"1995-10-01T00:00:00\",\"1996-01-01T00:00:00\",\"1996-04-01T00:00:00\",\"1996-07-01T00:00:00\",\"1996-10-01T00:00:00\",\"1997-01-01T00:00:00\",\"1997-04-01T00:00:00\",\"1997-07-01T00:00:00\",\"1997-10-01T00:00:00\",\"1998-01-01T00:00:00\",\"1998-04-01T00:00:00\",\"1998-07-01T00:00:00\",\"1998-10-01T00:00:00\",\"1999-01-01T00:00:00\",\"1999-04-01T00:00:00\",\"1999-07-01T00:00:00\",\"1999-10-01T00:00:00\",\"2000-01-01T00:00:00\",\"2000-04-01T00:00:00\",\"2000-07-01T00:00:00\",\"2000-10-01T00:00:00\",\"2001-01-01T00:00:00\",\"2001-04-01T00:00:00\",\"2001-07-01T00:00:00\",\"2001-10-01T00:00:00\",\"2002-01-01T00:00:00\",\"2002-04-01T00:00:00\",\"2002-07-01T00:00:00\",\"2002-10-01T00:00:00\",\"2003-01-01T00:00:00\",\"2003-04-01T00:00:00\",\"2003-07-01T00:00:00\",\"2003-10-01T00:00:00\",\"2004-01-01T00:00:00\",\"2004-04-01T00:00:00\",\"2004-07-01T00:00:00\",\"2004-10-01T00:00:00\",\"2005-01-01T00:00:00\",\"2005-04-01T00:00:00\",\"2005-07-01T00:00:00\",\"2005-10-01T00:00:00\",\"2006-01-01T00:00:00\",\"2006-04-01T00:00:00\",\"2006-07-01T00:00:00\",\"2006-10-01T00:00:00\",\"2007-01-01T00:00:00\",\"2007-04-01T00:00:00\",\"2007-07-01T00:00:00\",\"2007-10-01T00:00:00\",\"2008-01-01T00:00:00\",\"2008-04-01T00:00:00\",\"2008-07-01T00:00:00\",\"2008-10-01T00:00:00\",\"2009-01-01T00:00:00\",\"2009-04-01T00:00:00\",\"2009-07-01T00:00:00\",\"2009-10-01T00:00:00\",\"2010-01-01T00:00:00\",\"2010-04-01T00:00:00\",\"2010-07-01T00:00:00\",\"2010-10-01T00:00:00\",\"2011-01-01T00:00:00\",\"2011-04-01T00:00:00\",\"2011-07-01T00:00:00\",\"2011-10-01T00:00:00\",\"2012-01-01T00:00:00\",\"2012-04-01T00:00:00\",\"2012-07-01T00:00:00\",\"2012-10-01T00:00:00\",\"2013-01-01T00:00:00\",\"2013-04-01T00:00:00\",\"2013-07-01T00:00:00\",\"2013-10-01T00:00:00\",\"2014-01-01T00:00:00\",\"2014-04-01T00:00:00\",\"2014-07-01T00:00:00\",\"2014-10-01T00:00:00\",\"2015-01-01T00:00:00\",\"2015-04-01T00:00:00\",\"2015-07-01T00:00:00\",\"2015-10-01T00:00:00\",\"2016-01-01T00:00:00\",\"2016-04-01T00:00:00\",\"2016-07-01T00:00:00\",\"2016-10-01T00:00:00\",\"2017-01-01T00:00:00\",\"2017-04-01T00:00:00\",\"2017-07-01T00:00:00\",\"2017-10-01T00:00:00\",\"2018-01-01T00:00:00\",\"2018-04-01T00:00:00\",\"2018-07-01T00:00:00\",\"2018-10-01T00:00:00\",\"2019-01-01T00:00:00\",\"2019-04-01T00:00:00\",\"2019-07-01T00:00:00\",\"2019-10-01T00:00:00\",\"2020-01-01T00:00:00\",\"2020-04-01T00:00:00\",\"2020-07-01T00:00:00\",\"2020-10-01T00:00:00\",\"2021-01-01T00:00:00\",\"2021-04-01T00:00:00\",\"2021-07-01T00:00:00\",\"2021-10-01T00:00:00\"],\"xaxis\":\"x\",\"y\":[36.9844,36.8022,36.8036,38.0431,38.1583,38.1133,37.305,38.9569,39.3096,38.9473,38.6832,40.1878,41.5135,42.7417,44.5809,47.9393,51.7922,52.3013,50.3281,49.0292,50.6942,51.1298,51.0785,52.1097,53.5763,53.4231,52.7265,53.9456,53.3124,52.1632,50.9081,51.3016,50.1131,50.3919,49.0875,50.5484,51.1774,50.8883,49.6938,50.7208,50.3694,51.0029,51.6298,53.4208,53.6265,52.4886,52.2545,51.7313,48.4078,44.9859,43.2119,43.4669,46.1122,45.4724,44.1786,43.9365,43.3795,43.2668,42.1178,42.3165,42.7166,43.1994,43.0009,44.474,46.4576,48.4007,48.6555,51.4899,55.3026,53.8644,53.2917,55.8323,60.4788,60.9855,60.9349,65.3738,71.054,63.8227,64.4036,67.612,65.4562,60.5008,60.2309,59.8265,60.9586,62.6645,58.7826,59.5878,60.3347,60.4883,60.3712,61.4088,61.5007,61.3806,59.7931,60.2257,63.2761,62.9691,61.6392,62.182,59.9024,57.9122,58.3579,58.4292,57.4819,58.2538,57.3649,57.3501,57.7044,58.9835,57.8054,57.7742,56.9207,57.2648,56.0665,56.7612,56.923,58.5134,57.6102,58.2385,58.2334,58.847,58.1713,58.376,58.096,59.5847,59.6911,61.0311,63.2774,64.798,63.5719,65.2659,65.7826,68.0594,69.2323,71.1486,71.9819,74.4697,72.5809,75.0315,77.4652,78.6773,79.4522,80.5446,83.1926,86.5336,89.4793,90.7954,92.9796,95.7922,97.959,98.3031,99.5048,98.9219,96.707,95.1875,92.7926,93.5418,95.9034,97.8051,100.2634,101.3128,99.7963,98.6454,99.5914,100.5791,101.1121,100.7356,101.8205,103.4685,103.6756,102.9037,103.6024,105.1683,105.5543,105.9437,106.8698,108.035,108.7534,109.316,110.8042,112.2655,113.2284,114.2681,117.2243,122.0785,126.1164,127.8918,131.5822,138.2486,139.8886,139.0162,138.5269,139.1624,138.7719,138.6518,137.1277,136.498,136.3936,138.0355,140.4391,144.2064,145.4279,148.4112,150.5571,158.3231,159.8228,161.4616],\"yaxis\":\"y\"}],                        {\"legend\":{\"title\":{\"text\":\"COUNTRY\"},\"tracegroupgap\":0},\"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}}},\"title\":{\"text\":\"Real Residential Property Prices - All G7 Countries\",\"x\":0.5,\"y\":0.95},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"DATE\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"VALUE\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('dba57aa6-6e3e-4197-adeb-a3fec4ec5e61');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = px.line(df_g7_melt, x=\"DATE\", y=\"VALUE\", color='COUNTRY', title='Real Residential Property Prices - All G7 Countries')\n",
    "fig.update_layout(title=dict(x=0.5,y=0.95))\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "04337fcd",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}