Nightingale's Rose Chart.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "\n",
    "\n",
    "data = pd.read_excel('data/nightingale-data.xlsx', sheet_name='Apr1855-Mar1856')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": false
   },
   "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>Average size of army</th>\n",
       "      <th>Zymotic diseases Deaths</th>\n",
       "      <th>Wounds &amp; injuries Deaths</th>\n",
       "      <th>All other causes Deaths</th>\n",
       "      <th>Zymotic diseases Annual rate of mortality per 1000</th>\n",
       "      <th>Wounds &amp; injuries Annual rate of mortality per 1000</th>\n",
       "      <th>All other causes Annual rate of mortality per 1000</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>12.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>12.000000</td>\n",
       "      <td>12.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>41946.583333</td>\n",
       "      <td>276.583333</td>\n",
       "      <td>82.166667</td>\n",
       "      <td>31.916667</td>\n",
       "      <td>84.850000</td>\n",
       "      <td>23.316667</td>\n",
       "      <td>9.508333</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>4807.340400</td>\n",
       "      <td>249.483998</td>\n",
       "      <td>91.762374</td>\n",
       "      <td>11.642074</td>\n",
       "      <td>80.738135</td>\n",
       "      <td>24.744396</td>\n",
       "      <td>4.594356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>32252.000000</td>\n",
       "      <td>15.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>18.000000</td>\n",
       "      <td>3.900000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4.600000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>38610.500000</td>\n",
       "      <td>78.750000</td>\n",
       "      <td>14.000000</td>\n",
       "      <td>23.750000</td>\n",
       "      <td>21.825000</td>\n",
       "      <td>3.875000</td>\n",
       "      <td>6.325000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>43351.000000</td>\n",
       "      <td>183.500000</td>\n",
       "      <td>48.500000</td>\n",
       "      <td>31.500000</td>\n",
       "      <td>51.950000</td>\n",
       "      <td>15.100000</td>\n",
       "      <td>9.200000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>44995.500000</td>\n",
       "      <td>478.500000</td>\n",
       "      <td>141.500000</td>\n",
       "      <td>35.500000</td>\n",
       "      <td>140.375000</td>\n",
       "      <td>39.300000</td>\n",
       "      <td>10.700000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>47751.000000</td>\n",
       "      <td>802.000000</td>\n",
       "      <td>276.000000</td>\n",
       "      <td>57.000000</td>\n",
       "      <td>247.600000</td>\n",
       "      <td>69.400000</td>\n",
       "      <td>21.200000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Average size of army  Zymotic diseases Deaths  \\\n",
       "count             12.000000                12.000000   \n",
       "mean           41946.583333               276.583333   \n",
       "std             4807.340400               249.483998   \n",
       "min            32252.000000                15.000000   \n",
       "25%            38610.500000                78.750000   \n",
       "50%            43351.000000               183.500000   \n",
       "75%            44995.500000               478.500000   \n",
       "max            47751.000000               802.000000   \n",
       "\n",
       "       Wounds & injuries Deaths  All other causes Deaths  \\\n",
       "count                 12.000000                12.000000   \n",
       "mean                  82.166667                31.916667   \n",
       "std                   91.762374                11.642074   \n",
       "min                    0.000000                18.000000   \n",
       "25%                   14.000000                23.750000   \n",
       "50%                   48.500000                31.500000   \n",
       "75%                  141.500000                35.500000   \n",
       "max                  276.000000                57.000000   \n",
       "\n",
       "       Zymotic diseases Annual rate of mortality per 1000  \\\n",
       "count                                          12.000000    \n",
       "mean                                           84.850000    \n",
       "std                                            80.738135    \n",
       "min                                             3.900000    \n",
       "25%                                            21.825000    \n",
       "50%                                            51.950000    \n",
       "75%                                           140.375000    \n",
       "max                                           247.600000    \n",
       "\n",
       "       Wounds & injuries Annual rate of mortality per 1000  \\\n",
       "count                                          12.000000     \n",
       "mean                                           23.316667     \n",
       "std                                            24.744396     \n",
       "min                                             0.000000     \n",
       "25%                                             3.875000     \n",
       "50%                                            15.100000     \n",
       "75%                                            39.300000     \n",
       "max                                            69.400000     \n",
       "\n",
       "       All other causes Annual rate of mortality per 1000  \n",
       "count                                          12.000000   \n",
       "mean                                            9.508333   \n",
       "std                                             4.594356   \n",
       "min                                             4.600000   \n",
       "25%                                             6.325000   \n",
       "50%                                             9.200000   \n",
       "75%                                            10.700000   \n",
       "max                                            21.200000   "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "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>Month</th>\n",
       "      <th>Average size of army</th>\n",
       "      <th>Zymotic diseases Deaths</th>\n",
       "      <th>Wounds &amp; injuries Deaths</th>\n",
       "      <th>All other causes Deaths</th>\n",
       "      <th>Zymotic diseases Annual rate of mortality per 1000</th>\n",
       "      <th>Wounds &amp; injuries Annual rate of mortality per 1000</th>\n",
       "      <th>All other causes Annual rate of mortality per 1000</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Apr 1855</td>\n",
       "      <td>32252</td>\n",
       "      <td>477</td>\n",
       "      <td>48</td>\n",
       "      <td>57</td>\n",
       "      <td>177.5</td>\n",
       "      <td>17.9</td>\n",
       "      <td>21.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>May 1855</td>\n",
       "      <td>35473</td>\n",
       "      <td>508</td>\n",
       "      <td>49</td>\n",
       "      <td>37</td>\n",
       "      <td>171.8</td>\n",
       "      <td>16.6</td>\n",
       "      <td>12.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Jun 1855</td>\n",
       "      <td>38863</td>\n",
       "      <td>802</td>\n",
       "      <td>209</td>\n",
       "      <td>31</td>\n",
       "      <td>247.6</td>\n",
       "      <td>64.5</td>\n",
       "      <td>9.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Jul 1855</td>\n",
       "      <td>42647</td>\n",
       "      <td>382</td>\n",
       "      <td>134</td>\n",
       "      <td>33</td>\n",
       "      <td>107.5</td>\n",
       "      <td>37.7</td>\n",
       "      <td>9.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Aug 1855</td>\n",
       "      <td>44614</td>\n",
       "      <td>483</td>\n",
       "      <td>164</td>\n",
       "      <td>25</td>\n",
       "      <td>129.9</td>\n",
       "      <td>44.1</td>\n",
       "      <td>6.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Sep 1855</td>\n",
       "      <td>47751</td>\n",
       "      <td>189</td>\n",
       "      <td>276</td>\n",
       "      <td>20</td>\n",
       "      <td>47.5</td>\n",
       "      <td>69.4</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Oct 1855</td>\n",
       "      <td>46852</td>\n",
       "      <td>128</td>\n",
       "      <td>53</td>\n",
       "      <td>18</td>\n",
       "      <td>32.8</td>\n",
       "      <td>13.6</td>\n",
       "      <td>4.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Nov 1855</td>\n",
       "      <td>37853</td>\n",
       "      <td>178</td>\n",
       "      <td>33</td>\n",
       "      <td>32</td>\n",
       "      <td>56.4</td>\n",
       "      <td>10.5</td>\n",
       "      <td>10.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Dec 1855</td>\n",
       "      <td>43217</td>\n",
       "      <td>91</td>\n",
       "      <td>18</td>\n",
       "      <td>28</td>\n",
       "      <td>25.3</td>\n",
       "      <td>5.0</td>\n",
       "      <td>7.8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Jan 1856</td>\n",
       "      <td>44212</td>\n",
       "      <td>42</td>\n",
       "      <td>2</td>\n",
       "      <td>48</td>\n",
       "      <td>11.4</td>\n",
       "      <td>0.5</td>\n",
       "      <td>13.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Feb 1856</td>\n",
       "      <td>43485</td>\n",
       "      <td>24</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "      <td>6.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>5.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Mar 1856</td>\n",
       "      <td>46140</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "      <td>3.9</td>\n",
       "      <td>0.0</td>\n",
       "      <td>9.1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Month  Average size of army  Zymotic diseases Deaths  \\\n",
       "0   Apr 1855                 32252                      477   \n",
       "1   May 1855                 35473                      508   \n",
       "2   Jun 1855                 38863                      802   \n",
       "3   Jul 1855                 42647                      382   \n",
       "4   Aug 1855                 44614                      483   \n",
       "5   Sep 1855                 47751                      189   \n",
       "6   Oct 1855                 46852                      128   \n",
       "7   Nov 1855                 37853                      178   \n",
       "8   Dec 1855                 43217                       91   \n",
       "9   Jan 1856                 44212                       42   \n",
       "10  Feb 1856                 43485                       24   \n",
       "11  Mar 1856                 46140                       15   \n",
       "\n",
       "    Wounds & injuries Deaths  All other causes Deaths  \\\n",
       "0                         48                       57   \n",
       "1                         49                       37   \n",
       "2                        209                       31   \n",
       "3                        134                       33   \n",
       "4                        164                       25   \n",
       "5                        276                       20   \n",
       "6                         53                       18   \n",
       "7                         33                       32   \n",
       "8                         18                       28   \n",
       "9                          2                       48   \n",
       "10                         0                       19   \n",
       "11                         0                       35   \n",
       "\n",
       "    Zymotic diseases Annual rate of mortality per 1000  \\\n",
       "0                                               177.5    \n",
       "1                                               171.8    \n",
       "2                                               247.6    \n",
       "3                                               107.5    \n",
       "4                                               129.9    \n",
       "5                                                47.5    \n",
       "6                                                32.8    \n",
       "7                                                56.4    \n",
       "8                                                25.3    \n",
       "9                                                11.4    \n",
       "10                                                6.6    \n",
       "11                                                3.9    \n",
       "\n",
       "    Wounds & injuries Annual rate of mortality per 1000  \\\n",
       "0                                                17.9     \n",
       "1                                                16.6     \n",
       "2                                                64.5     \n",
       "3                                                37.7     \n",
       "4                                                44.1     \n",
       "5                                                69.4     \n",
       "6                                                13.6     \n",
       "7                                                10.5     \n",
       "8                                                 5.0     \n",
       "9                                                 0.5     \n",
       "10                                                0.0     \n",
       "11                                                0.0     \n",
       "\n",
       "    All other causes Annual rate of mortality per 1000  \n",
       "0                                                21.2   \n",
       "1                                                12.5   \n",
       "2                                                 9.6   \n",
       "3                                                 9.3   \n",
       "4                                                 6.7   \n",
       "5                                                 5.0   \n",
       "6                                                 4.6   \n",
       "7                                                10.1   \n",
       "8                                                 7.8   \n",
       "9                                                13.0   \n",
       "10                                                5.2   \n",
       "11                                                9.1   "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head(12)\n",
    "#data = data[:,:3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# data[\"Zymotic diseases Annual rate of mortality per 1000\"]=((data[\"Zymotic diseases Annual rate of mortality per 1000\"]-data[\"Zymotic diseases Annual rate of mortality per 1000\"].min())/(data[\"Zymotic diseases Annual rate of mortality per 1000\"].max()-data[\"Zymotic diseases Annual rate of mortality per 1000\"].min()))*20\n",
    "# data[\"Wounds & injuries Annual rate of mortality per 1000\"]=((data[\"Wounds & injuries Annual rate of mortality per 1000\"]-data[\"Wounds & injuries Annual rate of mortality per 1000\"].min())/(data[\"Wounds & injuries Annual rate of mortality per 1000\"].max()-data[\"Wounds & injuries Annual rate of mortality per 1000\"].min()))*20\n",
    "# data[\"All other causes Annual rate of mortality per 1000\"]=((data[\"All other causes Annual rate of mortality per 1000\"]-data[\"All other causes Annual rate of mortality per 1000\"].min())/(data[\"All other causes Annual rate of mortality per 1000\"].max()-data[\"All other causes Annual rate of mortality per 1000\"].min()))*20\n",
    "# data.head(12)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly",
        "scrollZoom": true
       },
       "data": [
        {
         "base": "stack",
         "marker": {
          "color": "rgb(38,166,154)"
         },
         "name": "Zymotic diseases Deaths",
         "r": [
          177.5,
          171.8,
          247.6,
          107.5,
          129.9,
          47.5,
          32.8,
          56.4,
          25.3,
          11.4,
          6.6,
          3.9
         ],
         "text": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "theta": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "type": "barpolar"
        },
        {
         "base": "stack",
         "marker": {
          "color": "rgb(78,52,46)"
         },
         "name": "Wounds & injuries Deaths",
         "r": [
          17.9,
          16.6,
          64.5,
          37.7,
          44.1,
          69.4,
          13.6,
          10.5,
          5,
          0.5,
          0,
          0
         ],
         "text": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "theta": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "type": "barpolar"
        },
        {
         "base": "stack",
         "marker": {
          "color": "rgb(239,83,80)"
         },
         "name": "All other causes Deaths",
         "r": [
          21.2,
          12.5,
          9.6,
          9.3,
          6.7,
          5,
          4.6,
          10.1,
          7.8,
          13,
          5.2,
          9.1
         ],
         "text": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "theta": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "type": "barpolar"
        }
       ],
       "layout": {
        "bargroupgap": 0,
        "font": {
         "size": 12
        },
        "legend": {
         "font": {
          "size": 18
         }
        },
        "polar": {
         "angularaxis": {
          "showgrid": true,
          "showline": true,
          "showticklabels": true
         },
         "radialaxis": {
          "range": [
           0,
           120
          ],
          "showticklabels": false,
          "ticks": "",
          "visible": false
         }
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#f2f5fa"
            },
            "error_y": {
             "color": "#f2f5fa"
            },
            "marker": {
             "line": {
              "color": "rgb(17,17,17)",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "rgb(17,17,17)",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#506784",
             "linecolor": "#506784",
             "minorgridcolor": "#506784",
             "startlinecolor": "#A2B1C6"
            },
            "baxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#506784",
             "linecolor": "#506784",
             "minorgridcolor": "#506784",
             "startlinecolor": "#A2B1C6"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "line": {
              "color": "#283442"
             }
            },
            "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": {
             "line": {
              "color": "#283442"
             }
            },
            "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": "#506784"
             },
             "line": {
              "color": "rgb(17,17,17)"
             }
            },
            "header": {
             "fill": {
              "color": "#2a3f5f"
             },
             "line": {
              "color": "rgb(17,17,17)"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#f2f5fa",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "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": "#f2f5fa"
          },
          "geo": {
           "bgcolor": "rgb(17,17,17)",
           "lakecolor": "rgb(17,17,17)",
           "landcolor": "rgb(17,17,17)",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "#506784"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "dark"
          },
          "paper_bgcolor": "rgb(17,17,17)",
          "plot_bgcolor": "rgb(17,17,17)",
          "polar": {
           "angularaxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           },
           "bgcolor": "rgb(17,17,17)",
           "radialaxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "rgb(17,17,17)",
            "gridcolor": "#506784",
            "gridwidth": 2,
            "linecolor": "#506784",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#C8D4E3"
           },
           "yaxis": {
            "backgroundcolor": "rgb(17,17,17)",
            "gridcolor": "#506784",
            "gridwidth": 2,
            "linecolor": "#506784",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#C8D4E3"
           },
           "zaxis": {
            "backgroundcolor": "rgb(17,17,17)",
            "gridcolor": "#506784",
            "gridwidth": 2,
            "linecolor": "#506784",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#C8D4E3"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#f2f5fa"
           }
          },
          "sliderdefaults": {
           "bgcolor": "#C8D4E3",
           "bordercolor": "rgb(17,17,17)",
           "borderwidth": 1,
           "tickwidth": 0
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           },
           "bgcolor": "rgb(17,17,17)",
           "caxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "updatemenudefaults": {
           "bgcolor": "#506784",
           "borderwidth": 0
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "#283442",
           "linecolor": "#506784",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#283442",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "#283442",
           "linecolor": "#506784",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#283442",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Nightingale Rose Chart"
        }
       }
      },
      "text/html": [
       "<div>\n",
       "        \n",
       "        \n",
       "            <div id=\"b1d659b8-4f41-4085-96b2-325827576ef2\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
       "            <script type=\"text/javascript\">\n",
       "                require([\"plotly\"], function(Plotly) {\n",
       "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
       "                    \n",
       "                if (document.getElementById(\"b1d659b8-4f41-4085-96b2-325827576ef2\")) {\n",
       "                    Plotly.newPlot(\n",
       "                        'b1d659b8-4f41-4085-96b2-325827576ef2',\n",
       "                        [{\"base\": \"stack\", \"marker\": {\"color\": \"rgb(38,166,154)\"}, \"name\": \"Zymotic diseases Deaths\", \"r\": [177.5, 171.8, 247.6, 107.5, 129.9, 47.5, 32.8, 56.4, 25.3, 11.4, 6.6, 3.9], \"text\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"theta\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"type\": \"barpolar\"}, {\"base\": \"stack\", \"marker\": {\"color\": \"rgb(78,52,46)\"}, \"name\": \"Wounds & injuries Deaths\", \"r\": [17.9, 16.6, 64.5, 37.7, 44.1, 69.4, 13.6, 10.5, 5.0, 0.5, 0.0, 0.0], \"text\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"theta\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"type\": \"barpolar\"}, {\"base\": \"stack\", \"marker\": {\"color\": \"rgb(239,83,80)\"}, \"name\": \"All other causes Deaths\", \"r\": [21.2, 12.5, 9.6, 9.3, 6.7, 5.0, 4.6, 10.1, 7.8, 13.0, 5.2, 9.1], \"text\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"theta\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"type\": \"barpolar\"}],\n",
       "                        {\"bargroupgap\": 0, \"font\": {\"size\": 12}, \"legend\": {\"font\": {\"size\": 18}}, \"polar\": {\"angularaxis\": {\"showgrid\": true, \"showline\": true, \"showticklabels\": true}, \"radialaxis\": {\"range\": [0, 120], \"showticklabels\": false, \"ticks\": \"\", \"visible\": false}}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"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\": {\"line\": {\"color\": \"#283442\"}}, \"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\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"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\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Nightingale Rose Chart\"}},\n",
       "                        {\"scrollZoom\": true, \"responsive\": true}\n",
       "                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('b1d659b8-4f41-4085-96b2-325827576ef2');\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",
       "                        })\n",
       "                };\n",
       "                });\n",
       "            </script>\n",
       "        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import plotly.graph_objects as go\n",
    "fig = go.Figure()\n",
    "\n",
    "\n",
    "fig.add_trace(go.Barpolar(\n",
    "    r= data['Zymotic diseases Annual rate of mortality per 1000'].tolist(),\n",
    "    name='Zymotic diseases Deaths',\n",
    "    marker_color='rgb(38,166,154)',\n",
    "    base = 'stack',\n",
    "    theta = data['Month']\n",
    "))\n",
    "\n",
    "fig.add_trace(go.Barpolar(\n",
    "    r= data['Wounds & injuries Annual rate of mortality per 1000'].tolist(),\n",
    "    name='Wounds & injuries Deaths',\n",
    "    marker_color='rgb(78,52,46)',\n",
    "    base = 'stack',\n",
    "    theta = data['Month']\n",
    "))\n",
    "\n",
    "fig.add_trace(go.Barpolar(\n",
    "    r= data['All other causes Annual rate of mortality per 1000'].tolist(),\n",
    "    name='All other causes Deaths',\n",
    "    marker_color='rgb(239,83,80)',\n",
    "    base = 'stack',\n",
    "    theta = data['Month']\n",
    " ))\n",
    "\n",
    "\n",
    "fig.update_traces(text= data['Month'].tolist())\n",
    "fig.update_layout(\n",
    "    title='Nightingale Rose Chart',\n",
    "    font_size=12,\n",
    "    legend_font_size=18,\n",
    "    template = 'plotly_dark',\n",
    "    polar = dict(\n",
    "        radialaxis = dict(range=[0, 120], showticklabels=False, ticks='', visible= False),\n",
    "        angularaxis = dict( showticklabels=True, showgrid=True, showline=True)\n",
    "    ),\n",
    "    bargroupgap=0\n",
    "    #showgrid=False\n",
    "    \n",
    "\n",
    ")\n",
    "\n",
    "\n",
    "fig.show(config={'scrollZoom': True})\n",
    "\n",
    "\n",
    "fig.write_image(\"RoseChart.png\", height=500, width=900)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "base": "stack",
         "marker": {
          "color": "rgb(38,166,154)"
         },
         "name": "Zymotic diseases Deaths",
         "r": [
          177.5,
          171.8,
          247.6,
          107.5,
          129.9,
          47.5,
          32.8,
          56.4,
          25.3,
          11.4,
          6.6,
          3.9
         ],
         "text": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "theta": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "type": "barpolar"
        },
        {
         "base": "stack",
         "marker": {
          "color": "rgb(78,52,46)"
         },
         "name": "Wounds & injuries Deaths",
         "r": [
          17.9,
          16.6,
          64.5,
          37.7,
          44.1,
          69.4,
          13.6,
          10.5,
          5,
          0.5,
          0,
          0
         ],
         "text": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "theta": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "type": "barpolar"
        },
        {
         "base": "stack",
         "marker": {
          "color": "rgb(239,83,80)"
         },
         "name": "All other causes Deaths",
         "r": [
          21.2,
          12.5,
          9.6,
          9.3,
          6.7,
          5,
          4.6,
          10.1,
          7.8,
          13,
          5.2,
          9.1
         ],
         "text": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "theta": [
          "Apr 1855",
          "May 1855",
          "Jun 1855",
          "Jul 1855",
          "Aug 1855",
          "Sep 1855",
          "Oct 1855",
          "Nov 1855",
          "Dec 1855",
          "Jan 1856",
          "Feb 1856",
          "Mar 1856"
         ],
         "type": "barpolar"
        }
       ],
       "layout": {
        "bargroupgap": 0,
        "font": {
         "size": 12
        },
        "legend": {
         "font": {
          "size": 18
         }
        },
        "polar": {
         "angularaxis": {
          "rotation": 120,
          "showgrid": true,
          "showline": false,
          "showticklabels": true
         },
         "radialaxis": {
          "range": [
           0,
           120
          ],
          "showticklabels": true,
          "ticks": "",
          "visible": true
         }
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#f2f5fa"
            },
            "error_y": {
             "color": "#f2f5fa"
            },
            "marker": {
             "line": {
              "color": "rgb(17,17,17)",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "rgb(17,17,17)",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#506784",
             "linecolor": "#506784",
             "minorgridcolor": "#506784",
             "startlinecolor": "#A2B1C6"
            },
            "baxis": {
             "endlinecolor": "#A2B1C6",
             "gridcolor": "#506784",
             "linecolor": "#506784",
             "minorgridcolor": "#506784",
             "startlinecolor": "#A2B1C6"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "line": {
              "color": "#283442"
             }
            },
            "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": {
             "line": {
              "color": "#283442"
             }
            },
            "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": "#506784"
             },
             "line": {
              "color": "rgb(17,17,17)"
             }
            },
            "header": {
             "fill": {
              "color": "#2a3f5f"
             },
             "line": {
              "color": "rgb(17,17,17)"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#f2f5fa",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "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": "#f2f5fa"
          },
          "geo": {
           "bgcolor": "rgb(17,17,17)",
           "lakecolor": "rgb(17,17,17)",
           "landcolor": "rgb(17,17,17)",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "#506784"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "dark"
          },
          "paper_bgcolor": "rgb(17,17,17)",
          "plot_bgcolor": "rgb(17,17,17)",
          "polar": {
           "angularaxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           },
           "bgcolor": "rgb(17,17,17)",
           "radialaxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "rgb(17,17,17)",
            "gridcolor": "#506784",
            "gridwidth": 2,
            "linecolor": "#506784",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#C8D4E3"
           },
           "yaxis": {
            "backgroundcolor": "rgb(17,17,17)",
            "gridcolor": "#506784",
            "gridwidth": 2,
            "linecolor": "#506784",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#C8D4E3"
           },
           "zaxis": {
            "backgroundcolor": "rgb(17,17,17)",
            "gridcolor": "#506784",
            "gridwidth": 2,
            "linecolor": "#506784",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "#C8D4E3"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#f2f5fa"
           }
          },
          "sliderdefaults": {
           "bgcolor": "#C8D4E3",
           "bordercolor": "rgb(17,17,17)",
           "borderwidth": 1,
           "tickwidth": 0
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           },
           "bgcolor": "rgb(17,17,17)",
           "caxis": {
            "gridcolor": "#506784",
            "linecolor": "#506784",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "updatemenudefaults": {
           "bgcolor": "#506784",
           "borderwidth": 0
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "#283442",
           "linecolor": "#506784",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#283442",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "#283442",
           "linecolor": "#506784",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "#283442",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "Nightingale Rose Chart"
        }
       }
      },
      "text/html": [
       "<div>\n",
       "        \n",
       "        \n",
       "            <div id=\"bc9f064e-0519-4aa1-99ea-4c32759570de\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>\n",
       "            <script type=\"text/javascript\">\n",
       "                require([\"plotly\"], function(Plotly) {\n",
       "                    window.PLOTLYENV=window.PLOTLYENV || {};\n",
       "                    \n",
       "                if (document.getElementById(\"bc9f064e-0519-4aa1-99ea-4c32759570de\")) {\n",
       "                    Plotly.newPlot(\n",
       "                        'bc9f064e-0519-4aa1-99ea-4c32759570de',\n",
       "                        [{\"base\": \"stack\", \"marker\": {\"color\": \"rgb(38,166,154)\"}, \"name\": \"Zymotic diseases Deaths\", \"r\": [177.5, 171.8, 247.6, 107.5, 129.9, 47.5, 32.8, 56.4, 25.3, 11.4, 6.6, 3.9], \"text\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"theta\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"type\": \"barpolar\"}, {\"base\": \"stack\", \"marker\": {\"color\": \"rgb(78,52,46)\"}, \"name\": \"Wounds & injuries Deaths\", \"r\": [17.9, 16.6, 64.5, 37.7, 44.1, 69.4, 13.6, 10.5, 5.0, 0.5, 0.0, 0.0], \"text\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"theta\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"type\": \"barpolar\"}, {\"base\": \"stack\", \"marker\": {\"color\": \"rgb(239,83,80)\"}, \"name\": \"All other causes Deaths\", \"r\": [21.2, 12.5, 9.6, 9.3, 6.7, 5.0, 4.6, 10.1, 7.8, 13.0, 5.2, 9.1], \"text\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"theta\": [\"Apr 1855\", \"May 1855\", \"Jun 1855\", \"Jul 1855\", \"Aug 1855\", \"Sep 1855\", \"Oct 1855\", \"Nov 1855\", \"Dec 1855\", \"Jan 1856\", \"Feb 1856\", \"Mar 1856\"], \"type\": \"barpolar\"}],\n",
       "                        {\"bargroupgap\": 0, \"font\": {\"size\": 12}, \"legend\": {\"font\": {\"size\": 18}}, \"polar\": {\"angularaxis\": {\"rotation\": 120, \"showgrid\": true, \"showline\": false, \"showticklabels\": true}, \"radialaxis\": {\"range\": [0, 120], \"showticklabels\": true, \"ticks\": \"\", \"visible\": true}}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#f2f5fa\"}, \"error_y\": {\"color\": \"#f2f5fa\"}, \"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"rgb(17,17,17)\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"baxis\": {\"endlinecolor\": \"#A2B1C6\", \"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"minorgridcolor\": \"#506784\", \"startlinecolor\": \"#A2B1C6\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"line\": {\"color\": \"#283442\"}}, \"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\": {\"line\": {\"color\": \"#283442\"}}, \"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\": \"#506784\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"header\": {\"fill\": {\"color\": \"#2a3f5f\"}, \"line\": {\"color\": \"rgb(17,17,17)\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#f2f5fa\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"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\": \"#f2f5fa\"}, \"geo\": {\"bgcolor\": \"rgb(17,17,17)\", \"lakecolor\": \"rgb(17,17,17)\", \"landcolor\": \"rgb(17,17,17)\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"#506784\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"dark\"}, \"paper_bgcolor\": \"rgb(17,17,17)\", \"plot_bgcolor\": \"rgb(17,17,17)\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"radialaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"yaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}, \"zaxis\": {\"backgroundcolor\": \"rgb(17,17,17)\", \"gridcolor\": \"#506784\", \"gridwidth\": 2, \"linecolor\": \"#506784\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"#C8D4E3\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#f2f5fa\"}}, \"sliderdefaults\": {\"bgcolor\": \"#C8D4E3\", \"bordercolor\": \"rgb(17,17,17)\", \"borderwidth\": 1, \"tickwidth\": 0}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}, \"bgcolor\": \"rgb(17,17,17)\", \"caxis\": {\"gridcolor\": \"#506784\", \"linecolor\": \"#506784\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"updatemenudefaults\": {\"bgcolor\": \"#506784\", \"borderwidth\": 0}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"#283442\", \"linecolor\": \"#506784\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"#283442\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"Nightingale Rose Chart\"}},\n",
       "                        {\"responsive\": true}\n",
       "                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('bc9f064e-0519-4aa1-99ea-4c32759570de');\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",
       "                        })\n",
       "                };\n",
       "                });\n",
       "            </script>\n",
       "        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig.update_layout(\n",
    "    title='Nightingale Rose Chart',\n",
    "    font_size=12,\n",
    "    legend_font_size=18,\n",
    "    template = 'plotly_dark',\n",
    "    polar = dict(\n",
    "        radialaxis = dict(range=[0, 120], showticklabels=True, ticks='', visible= True),\n",
    "        angularaxis = dict( showticklabels=True, showgrid=True, showline=False)\n",
    "    ),\n",
    "    polar_angularaxis_rotation=120,\n",
    "    bargroupgap=0\n",
    "    #showgrid=False\n",
    "    \n",
    "\n",
    ")\n",
    "\n",
    "\n",
    "fig.show()\n",
    "\n",
    "\n",
    "fig.write_image(\"RoseChart_120degree_radialAxisZoomed.png\" , height=500, width=900)"
   ]
  },
  {
   "cell_type": "raw",
   "metadata": {},
   "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": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}