IDP-plot_Figure1A.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "arctic-numbers",
   "metadata": {},
   "source": [
    "### load in modules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "faced-singles",
   "metadata": {},
   "outputs": [],
   "source": [
    "import geopandas as gpd\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import datetime as dt\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.colors\n",
    "import math\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "turned-luther",
   "metadata": {},
   "source": [
    "### load in country-population data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "particular-peoples",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "    }\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>country</th>\n",
       "      <th>iso3</th>\n",
       "      <th>year</th>\n",
       "      <th>population</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AFG</td>\n",
       "      <td>2021</td>\n",
       "      <td>40099460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>517</th>\n",
       "      <td>Africa</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2021</td>\n",
       "      <td>1393676724</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>589</th>\n",
       "      <td>Africa (UN)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2021</td>\n",
       "      <td>1393676416</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>848</th>\n",
       "      <td>Albania</td>\n",
       "      <td>ALB</td>\n",
       "      <td>2021</td>\n",
       "      <td>2854710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1107</th>\n",
       "      <td>Algeria</td>\n",
       "      <td>DZA</td>\n",
       "      <td>2021</td>\n",
       "      <td>44177964</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>56681</th>\n",
       "      <td>Western Sahara</td>\n",
       "      <td>ESH</td>\n",
       "      <td>2021</td>\n",
       "      <td>565590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56940</th>\n",
       "      <td>World</td>\n",
       "      <td>OWID_WRL</td>\n",
       "      <td>2021</td>\n",
       "      <td>7909295104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57199</th>\n",
       "      <td>Yemen</td>\n",
       "      <td>YEM</td>\n",
       "      <td>2021</td>\n",
       "      <td>32981644</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57458</th>\n",
       "      <td>Zambia</td>\n",
       "      <td>ZMB</td>\n",
       "      <td>2021</td>\n",
       "      <td>19473132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57717</th>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZWE</td>\n",
       "      <td>2021</td>\n",
       "      <td>15993525</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>255 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              country      iso3  year  population\n",
       "258       Afghanistan       AFG  2021    40099460\n",
       "517            Africa       NaN  2021  1393676724\n",
       "589       Africa (UN)       NaN  2021  1393676416\n",
       "848           Albania       ALB  2021     2854710\n",
       "1107          Algeria       DZA  2021    44177964\n",
       "...               ...       ...   ...         ...\n",
       "56681  Western Sahara       ESH  2021      565590\n",
       "56940           World  OWID_WRL  2021  7909295104\n",
       "57199           Yemen       YEM  2021    32981644\n",
       "57458          Zambia       ZMB  2021    19473132\n",
       "57717        Zimbabwe       ZWE  2021    15993525\n",
       "\n",
       "[255 rows x 4 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pop_df = pd.read_csv('OWID_population_data.csv', sep=',')\n",
    "pop_df = pop_df[pop_df.Year == 2021]\n",
    "pop_df = pop_df.rename(columns={\n",
    "    'Entity': 'country',\n",
    "    'Code': 'iso3',\n",
    "    'Year': 'year',\n",
    "    'Population (historical estimates)': 'population'\n",
    "})\n",
    "pop_df\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "radio-confusion",
   "metadata": {},
   "source": [
    "### load in IDP data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "qualified-breath",
   "metadata": {},
   "outputs": [],
   "source": [
    "idp_df = pd.read_csv('IDMC_Internal_Displacement_Disasters_Events_2008_2021.csv', sep=',')\n",
    "idp_df = idp_df.rename(columns={\n",
    "    'ISO3': 'iso3',\n",
    "    'Name': 'country',\n",
    "    'Year': 'year',\n",
    "    'Start Date': 'date',\n",
    "    'Event Name': 'event',\n",
    "    'Hazard Category': 'hazard',\n",
    "    'Hazard Type': 'disaster',\n",
    "    'Internal Displacements': 'idp'\n",
    "})\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "entitled-fraction",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\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>iso3</th>\n",
       "      <th>country</th>\n",
       "      <th>year</th>\n",
       "      <th>date</th>\n",
       "      <th>event</th>\n",
       "      <th>hazard</th>\n",
       "      <th>disaster</th>\n",
       "      <th>idp</th>\n",
       "      <th>date_dt</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AB9</td>\n",
       "      <td>Abyei Area</td>\n",
       "      <td>2018</td>\n",
       "      <td>2018-07-01</td>\n",
       "      <td>Abyie: Flood - 01/07/2018</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Flood</td>\n",
       "      <td>2.0</td>\n",
       "      <td>2018-07-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AB9</td>\n",
       "      <td>Abyei Area</td>\n",
       "      <td>2019</td>\n",
       "      <td>2019-06-01</td>\n",
       "      <td>Abyei: Flood - southern parts - 01/06/2019</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Flood</td>\n",
       "      <td>40000.0</td>\n",
       "      <td>2019-06-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AFG</td>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>2008</td>\n",
       "      <td>2008-01-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Extreme temperature</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2008-01-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AFG</td>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>2008</td>\n",
       "      <td>2008-04-17</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Geophysical</td>\n",
       "      <td>Earthquake</td>\n",
       "      <td>3250.0</td>\n",
       "      <td>2008-04-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AFG</td>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>2008</td>\n",
       "      <td>2008-08-01</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Flood</td>\n",
       "      <td>180.0</td>\n",
       "      <td>2008-08-01</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",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11726</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>2021</td>\n",
       "      <td>2021-01-19</td>\n",
       "      <td>Madagascar, Mozambique; Zimbabwe; South Africa...</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Storm</td>\n",
       "      <td>1125.0</td>\n",
       "      <td>2021-01-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11727</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>2021</td>\n",
       "      <td>2021-11-01</td>\n",
       "      <td>Zimbabwe: Hailstorm - Manicaland (Mutare Rural...</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Storm</td>\n",
       "      <td>328.0</td>\n",
       "      <td>2021-11-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11728</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>2021</td>\n",
       "      <td>2021-01-19</td>\n",
       "      <td>Madagascar, Mozambique; Zimbabwe; South Africa...</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Storm</td>\n",
       "      <td>265.0</td>\n",
       "      <td>2021-01-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11729</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>2021</td>\n",
       "      <td>2021-01-19</td>\n",
       "      <td>Madagascar, Mozambique; Zimbabwe; South Africa...</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Storm</td>\n",
       "      <td>140.0</td>\n",
       "      <td>2021-01-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11730</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>2021</td>\n",
       "      <td>2021-01-19</td>\n",
       "      <td>Madagascar, Mozambique; Zimbabwe; South Africa...</td>\n",
       "      <td>Weather related</td>\n",
       "      <td>Storm</td>\n",
       "      <td>136.0</td>\n",
       "      <td>2021-01-19</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11731 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      iso3      country  year        date  \\\n",
       "0      AB9   Abyei Area  2018  2018-07-01   \n",
       "1      AB9   Abyei Area  2019  2019-06-01   \n",
       "2      AFG  Afghanistan  2008  2008-01-01   \n",
       "3      AFG  Afghanistan  2008  2008-04-17   \n",
       "4      AFG  Afghanistan  2008  2008-08-01   \n",
       "...    ...          ...   ...         ...   \n",
       "11726  ZWE     Zimbabwe  2021  2021-01-19   \n",
       "11727  ZWE     Zimbabwe  2021  2021-11-01   \n",
       "11728  ZWE     Zimbabwe  2021  2021-01-19   \n",
       "11729  ZWE     Zimbabwe  2021  2021-01-19   \n",
       "11730  ZWE     Zimbabwe  2021  2021-01-19   \n",
       "\n",
       "                                                   event           hazard  \\\n",
       "0                              Abyie: Flood - 01/07/2018  Weather related   \n",
       "1             Abyei: Flood - southern parts - 01/06/2019  Weather related   \n",
       "2                                                    NaN  Weather related   \n",
       "3                                                    NaN      Geophysical   \n",
       "4                                                    NaN  Weather related   \n",
       "...                                                  ...              ...   \n",
       "11726  Madagascar, Mozambique; Zimbabwe; South Africa...  Weather related   \n",
       "11727  Zimbabwe: Hailstorm - Manicaland (Mutare Rural...  Weather related   \n",
       "11728  Madagascar, Mozambique; Zimbabwe; South Africa...  Weather related   \n",
       "11729  Madagascar, Mozambique; Zimbabwe; South Africa...  Weather related   \n",
       "11730  Madagascar, Mozambique; Zimbabwe; South Africa...  Weather related   \n",
       "\n",
       "                  disaster      idp    date_dt  \n",
       "0                    Flood      2.0 2018-07-01  \n",
       "1                    Flood  40000.0 2019-06-01  \n",
       "2      Extreme temperature      NaN 2008-01-01  \n",
       "3               Earthquake   3250.0 2008-04-17  \n",
       "4                    Flood    180.0 2008-08-01  \n",
       "...                    ...      ...        ...  \n",
       "11726                Storm   1125.0 2021-01-19  \n",
       "11727                Storm    328.0 2021-11-01  \n",
       "11728                Storm    265.0 2021-01-19  \n",
       "11729                Storm    140.0 2021-01-19  \n",
       "11730                Storm    136.0 2021-01-19  \n",
       "\n",
       "[11731 rows x 9 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idp_df['date_dt'] = idp_df.date.apply(lambda x: dt.datetime.strptime(x, '%Y-%m-%d'))\n",
    "idp_df\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "civilian-blair",
   "metadata": {},
   "outputs": [],
   "source": [
    "## remove NaN\n",
    "idp_df_noNA = idp_df[~idp_df.disaster.isna()].copy()\n",
    "idp_df_noNA.disaster = idp_df_noNA.disaster.apply(lambda x: x.lower())\n",
    "idp_df_noNA.hazard = idp_df_noNA.hazard.apply(lambda x: x.lower())\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "suffering-following",
   "metadata": {},
   "source": [
    "### load in shapefile"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "known-ladder",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>FID</th>\n",
       "      <th>COUNTRY</th>\n",
       "      <th>ISO</th>\n",
       "      <th>COUNTRYAFF</th>\n",
       "      <th>AFF_ISO</th>\n",
       "      <th>SHAPE_Leng</th>\n",
       "      <th>SHAPE_Area</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AF</td>\n",
       "      <td>Afghanistan</td>\n",
       "      <td>AF</td>\n",
       "      <td>50.803210</td>\n",
       "      <td>62.566714</td>\n",
       "      <td>POLYGON ((61.27655 35.60725, 61.29638 35.62854...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>Albania</td>\n",
       "      <td>AL</td>\n",
       "      <td>Albania</td>\n",
       "      <td>AL</td>\n",
       "      <td>9.625038</td>\n",
       "      <td>3.073540</td>\n",
       "      <td>POLYGON ((19.57083 41.68527, 19.58195 41.69569...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>Algeria</td>\n",
       "      <td>DZ</td>\n",
       "      <td>Algeria</td>\n",
       "      <td>DZ</td>\n",
       "      <td>70.540082</td>\n",
       "      <td>213.513461</td>\n",
       "      <td>POLYGON ((4.60335 36.88791, 4.63555 36.88638, ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>American Samoa</td>\n",
       "      <td>AS</td>\n",
       "      <td>United States</td>\n",
       "      <td>US</td>\n",
       "      <td>0.600124</td>\n",
       "      <td>0.013720</td>\n",
       "      <td>POLYGON ((-170.74390 -14.37555, -170.74942 -14...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>Andorra</td>\n",
       "      <td>AD</td>\n",
       "      <td>Andorra</td>\n",
       "      <td>AD</td>\n",
       "      <td>0.937352</td>\n",
       "      <td>0.055585</td>\n",
       "      <td>POLYGON ((1.44584 42.60194, 1.48653 42.65042, ...</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>246</th>\n",
       "      <td>247</td>\n",
       "      <td>Vietnam</td>\n",
       "      <td>VN</td>\n",
       "      <td>Viet Nam</td>\n",
       "      <td>VN</td>\n",
       "      <td>66.866802</td>\n",
       "      <td>27.556082</td>\n",
       "      <td>MULTIPOLYGON (((107.07896 17.10804, 107.08333 ...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>247</th>\n",
       "      <td>248</td>\n",
       "      <td>Wallis and Futuna</td>\n",
       "      <td>WF</td>\n",
       "      <td>France</td>\n",
       "      <td>FR</td>\n",
       "      <td>0.700608</td>\n",
       "      <td>0.013414</td>\n",
       "      <td>MULTIPOLYGON (((-178.06082 -14.32389, -178.137...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>248</th>\n",
       "      <td>249</td>\n",
       "      <td>Yemen</td>\n",
       "      <td>YE</td>\n",
       "      <td>Yemen</td>\n",
       "      <td>YE</td>\n",
       "      <td>34.011327</td>\n",
       "      <td>38.289871</td>\n",
       "      <td>MULTIPOLYGON (((47.25445 13.61528, 47.16888 13...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>249</th>\n",
       "      <td>250</td>\n",
       "      <td>Zambia</td>\n",
       "      <td>ZM</td>\n",
       "      <td>Zambia</td>\n",
       "      <td>ZM</td>\n",
       "      <td>49.141439</td>\n",
       "      <td>62.814022</td>\n",
       "      <td>POLYGON ((30.21302 -14.98172, 30.21916 -15.096...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>250</th>\n",
       "      <td>251</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZW</td>\n",
       "      <td>Zimbabwe</td>\n",
       "      <td>ZW</td>\n",
       "      <td>26.298426</td>\n",
       "      <td>33.463130</td>\n",
       "      <td>POLYGON ((32.48887 -21.34445, 32.46541 -21.325...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>251 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     FID            COUNTRY ISO     COUNTRYAFF AFF_ISO  SHAPE_Leng  \\\n",
       "0      1        Afghanistan  AF    Afghanistan      AF   50.803210   \n",
       "1      2            Albania  AL        Albania      AL    9.625038   \n",
       "2      3            Algeria  DZ        Algeria      DZ   70.540082   \n",
       "3      4     American Samoa  AS  United States      US    0.600124   \n",
       "4      5            Andorra  AD        Andorra      AD    0.937352   \n",
       "..   ...                ...  ..            ...     ...         ...   \n",
       "246  247            Vietnam  VN       Viet Nam      VN   66.866802   \n",
       "247  248  Wallis and Futuna  WF         France      FR    0.700608   \n",
       "248  249              Yemen  YE          Yemen      YE   34.011327   \n",
       "249  250             Zambia  ZM         Zambia      ZM   49.141439   \n",
       "250  251           Zimbabwe  ZW       Zimbabwe      ZW   26.298426   \n",
       "\n",
       "     SHAPE_Area                                           geometry  \n",
       "0     62.566714  POLYGON ((61.27655 35.60725, 61.29638 35.62854...  \n",
       "1      3.073540  POLYGON ((19.57083 41.68527, 19.58195 41.69569...  \n",
       "2    213.513461  POLYGON ((4.60335 36.88791, 4.63555 36.88638, ...  \n",
       "3      0.013720  POLYGON ((-170.74390 -14.37555, -170.74942 -14...  \n",
       "4      0.055585  POLYGON ((1.44584 42.60194, 1.48653 42.65042, ...  \n",
       "..          ...                                                ...  \n",
       "246   27.556082  MULTIPOLYGON (((107.07896 17.10804, 107.08333 ...  \n",
       "247    0.013414  MULTIPOLYGON (((-178.06082 -14.32389, -178.137...  \n",
       "248   38.289871  MULTIPOLYGON (((47.25445 13.61528, 47.16888 13...  \n",
       "249   62.814022  POLYGON ((30.21302 -14.98172, 30.21916 -15.096...  \n",
       "250   33.463130  POLYGON ((32.48887 -21.34445, 32.46541 -21.325...  \n",
       "\n",
       "[251 rows x 8 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gdf = gpd.read_file('./World_Countries_(Generalized)/World_Countries__Generalized_.shp')\n",
    "gdf\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ideal-adobe",
   "metadata": {},
   "source": [
    "### Check IDP-population ISO-3 consistency"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "behind-abortion",
   "metadata": {},
   "outputs": [],
   "source": [
    "## read in iso2 to iso3 mapping\n",
    "iso23 = pd.read_csv('iso2-3_map.csv', sep='\\t')\n",
    "iso23.ISO2 = iso23.ISO2.apply(lambda x: 'NA' if not isinstance(x, str) and math.isnan(x) else x)\n",
    "iso23_dict = dict(zip(iso23.ISO2.values, iso23.ISO3.values))\n",
    "\n",
    "## add iso3 to dataframe\n",
    "gdf['iso3'] = gdf.ISO.apply(lambda x: iso23_dict[x] if x in iso23_dict else np.nan)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "incredible-waters",
   "metadata": {},
   "outputs": [],
   "source": [
    "## check ISO-3 consistency\n",
    "set(idp_df_noNA.iso3.unique()) - set(gdf.iso3.unique())\n",
    "\n",
    "## map AB9 to SDN\n",
    "## map HKG, MAC, TWN to CHN\n",
    "## ignore XKX (Kosovo)\n",
    "idp_df_noNA_ISO3_fixed = idp_df_noNA.copy()\n",
    "idp_df_noNA_ISO3_fixed.iso3 = idp_df_noNA_ISO3_fixed.iso3.apply(lambda x: 'SDN' if x == 'AB9' else x)\n",
    "idp_df_noNA_ISO3_fixed.iso3 = idp_df_noNA_ISO3_fixed.iso3.apply(lambda x: 'CHN' if x in ['HKG', 'MAC', 'TWN'] else x)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "conservative-youth",
   "metadata": {},
   "source": [
    "### Map population data to idp_df_noNA_ISO3_fixed"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "documented-copper",
   "metadata": {},
   "outputs": [],
   "source": [
    "idp_df_noNA_ISO3_fixed = idp_df_noNA_ISO3_fixed.merge(pop_df[['iso3', 'population']], on='iso3')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "standard-keyboard",
   "metadata": {},
   "source": [
    "### Process IDP data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "median-lunch",
   "metadata": {},
   "source": [
    "#### IDPs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "twelve-spiritual",
   "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>iso3</th>\n",
       "      <th>year</th>\n",
       "      <th>disaster</th>\n",
       "      <th>population</th>\n",
       "      <th>idp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2008</td>\n",
       "      <td>flood</td>\n",
       "      <td>40099460</td>\n",
       "      <td>180.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2009</td>\n",
       "      <td>flood</td>\n",
       "      <td>40099460</td>\n",
       "      <td>25185.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2010</td>\n",
       "      <td>flood</td>\n",
       "      <td>40099460</td>\n",
       "      <td>70000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2011</td>\n",
       "      <td>flood</td>\n",
       "      <td>40099460</td>\n",
       "      <td>3000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2012</td>\n",
       "      <td>extreme temperature</td>\n",
       "      <td>40099460</td>\n",
       "      <td>3007.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2334</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2019</td>\n",
       "      <td>flood</td>\n",
       "      <td>15993525</td>\n",
       "      <td>200.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2335</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2019</td>\n",
       "      <td>storm</td>\n",
       "      <td>15993525</td>\n",
       "      <td>52105.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2336</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2020</td>\n",
       "      <td>flood</td>\n",
       "      <td>15993525</td>\n",
       "      <td>183.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2337</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2020</td>\n",
       "      <td>storm</td>\n",
       "      <td>15993525</td>\n",
       "      <td>200.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2338</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2021</td>\n",
       "      <td>storm</td>\n",
       "      <td>15993525</td>\n",
       "      <td>2354.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2339 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     iso3  year             disaster  population      idp\n",
       "0     AFG  2008                flood    40099460    180.0\n",
       "1     AFG  2009                flood    40099460  25185.0\n",
       "2     AFG  2010                flood    40099460  70000.0\n",
       "3     AFG  2011                flood    40099460   3000.0\n",
       "4     AFG  2012  extreme temperature    40099460   3007.0\n",
       "...   ...   ...                  ...         ...      ...\n",
       "2334  ZWE  2019                flood    15993525    200.0\n",
       "2335  ZWE  2019                storm    15993525  52105.0\n",
       "2336  ZWE  2020                flood    15993525    183.0\n",
       "2337  ZWE  2020                storm    15993525    200.0\n",
       "2338  ZWE  2021                storm    15993525   2354.0\n",
       "\n",
       "[2339 rows x 5 columns]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## count IDPs\n",
    "idp_df_noNA_idps_year = idp_df_noNA_ISO3_fixed.copy()\n",
    "\n",
    "## group mass movement\n",
    "idp_df_noNA_idps_year.disaster = idp_df_noNA_idps_year.disaster.apply(\n",
    "    lambda x: 'mass movement' if 'mass movement' in x else x)\n",
    "\n",
    "## group by country, year and disaster\n",
    "idp_df_noNA_idps_year = idp_df_noNA_idps_year[\n",
    "    (idp_df_noNA_idps_year.hazard == 'weather related') & (~idp_df_noNA_idps_year.idp.isna())].groupby(\n",
    "    ['iso3', 'year', 'disaster', 'population']).agg({'idp': 'sum'}).reset_index()\n",
    "\n",
    "idp_df_noNA_idps_year\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "ranking-publisher",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "        vertical-align: middle;\n",
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       "\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>iso3</th>\n",
       "      <th>disaster</th>\n",
       "      <th>population</th>\n",
       "      <th>idp</th>\n",
       "      <th>idp_p</th>\n",
       "      <th>idp_1000p</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AFG</td>\n",
       "      <td>drought</td>\n",
       "      <td>40099460</td>\n",
       "      <td>378534.0</td>\n",
       "      <td>9.439878e-03</td>\n",
       "      <td>9.439878</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AFG</td>\n",
       "      <td>extreme temperature</td>\n",
       "      <td>40099460</td>\n",
       "      <td>8197.0</td>\n",
       "      <td>2.044167e-04</td>\n",
       "      <td>0.204417</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AFG</td>\n",
       "      <td>flood</td>\n",
       "      <td>40099460</td>\n",
       "      <td>404213.0</td>\n",
       "      <td>1.008026e-02</td>\n",
       "      <td>10.080260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AFG</td>\n",
       "      <td>mass movement</td>\n",
       "      <td>40099460</td>\n",
       "      <td>22278.0</td>\n",
       "      <td>5.555686e-04</td>\n",
       "      <td>0.555569</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AFG</td>\n",
       "      <td>storm</td>\n",
       "      <td>40099460</td>\n",
       "      <td>396.0</td>\n",
       "      <td>9.875445e-06</td>\n",
       "      <td>0.009875</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>519</th>\n",
       "      <td>ZMB</td>\n",
       "      <td>storm</td>\n",
       "      <td>19473132</td>\n",
       "      <td>461.0</td>\n",
       "      <td>2.367364e-05</td>\n",
       "      <td>0.023674</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>520</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>flood</td>\n",
       "      <td>15993525</td>\n",
       "      <td>73175.0</td>\n",
       "      <td>4.575289e-03</td>\n",
       "      <td>4.575289</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>521</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>mass movement</td>\n",
       "      <td>15993525</td>\n",
       "      <td>12.0</td>\n",
       "      <td>7.503036e-07</td>\n",
       "      <td>0.000750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>522</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>storm</td>\n",
       "      <td>15993525</td>\n",
       "      <td>60692.0</td>\n",
       "      <td>3.794786e-03</td>\n",
       "      <td>3.794786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>523</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>wildfire</td>\n",
       "      <td>15993525</td>\n",
       "      <td>16.0</td>\n",
       "      <td>1.000405e-06</td>\n",
       "      <td>0.001000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>524 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    iso3             disaster  population       idp         idp_p  idp_1000p\n",
       "0    AFG              drought    40099460  378534.0  9.439878e-03   9.439878\n",
       "1    AFG  extreme temperature    40099460    8197.0  2.044167e-04   0.204417\n",
       "2    AFG                flood    40099460  404213.0  1.008026e-02  10.080260\n",
       "3    AFG        mass movement    40099460   22278.0  5.555686e-04   0.555569\n",
       "4    AFG                storm    40099460     396.0  9.875445e-06   0.009875\n",
       "..   ...                  ...         ...       ...           ...        ...\n",
       "519  ZMB                storm    19473132     461.0  2.367364e-05   0.023674\n",
       "520  ZWE                flood    15993525   73175.0  4.575289e-03   4.575289\n",
       "521  ZWE        mass movement    15993525      12.0  7.503036e-07   0.000750\n",
       "522  ZWE                storm    15993525   60692.0  3.794786e-03   3.794786\n",
       "523  ZWE             wildfire    15993525      16.0  1.000405e-06   0.001000\n",
       "\n",
       "[524 rows x 6 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## aggregate over all years\n",
    "idp_type_count = idp_df_noNA_idps_year.groupby(\n",
    "    ['iso3', 'disaster', 'population']).agg({'idp': 'sum'}).reset_index()\n",
    "idp_type_count['idp_p'] = idp_type_count.apply(lambda row: row.idp/row.population, axis=1)\n",
    "idp_type_count['idp_1000p'] = idp_type_count.apply(lambda row: row.idp*1000/row.population, axis=1)\n",
    "idp_type_count\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "mental-accordance",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>iso3</th>\n",
       "      <th>year</th>\n",
       "      <th>population</th>\n",
       "      <th>idp</th>\n",
       "      <th>idp_p</th>\n",
       "      <th>idp_1000p</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2008</td>\n",
       "      <td>40099460</td>\n",
       "      <td>180.0</td>\n",
       "      <td>0.000004</td>\n",
       "      <td>0.004489</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2009</td>\n",
       "      <td>40099460</td>\n",
       "      <td>25185.0</td>\n",
       "      <td>0.000628</td>\n",
       "      <td>0.628063</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2010</td>\n",
       "      <td>40099460</td>\n",
       "      <td>70000.0</td>\n",
       "      <td>0.001746</td>\n",
       "      <td>1.745659</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2011</td>\n",
       "      <td>40099460</td>\n",
       "      <td>3000.0</td>\n",
       "      <td>0.000075</td>\n",
       "      <td>0.074814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AFG</td>\n",
       "      <td>2012</td>\n",
       "      <td>40099460</td>\n",
       "      <td>24437.0</td>\n",
       "      <td>0.000609</td>\n",
       "      <td>0.609410</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",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1426</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2017</td>\n",
       "      <td>15993525</td>\n",
       "      <td>10270.0</td>\n",
       "      <td>0.000642</td>\n",
       "      <td>0.642135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1427</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2018</td>\n",
       "      <td>15993525</td>\n",
       "      <td>1064.0</td>\n",
       "      <td>0.000067</td>\n",
       "      <td>0.066527</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1428</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2019</td>\n",
       "      <td>15993525</td>\n",
       "      <td>52305.0</td>\n",
       "      <td>0.003270</td>\n",
       "      <td>3.270386</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1429</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2020</td>\n",
       "      <td>15993525</td>\n",
       "      <td>383.0</td>\n",
       "      <td>0.000024</td>\n",
       "      <td>0.023947</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1430</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>2021</td>\n",
       "      <td>15993525</td>\n",
       "      <td>2354.0</td>\n",
       "      <td>0.000147</td>\n",
       "      <td>0.147185</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1431 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     iso3  year  population      idp     idp_p  idp_1000p\n",
       "0     AFG  2008    40099460    180.0  0.000004   0.004489\n",
       "1     AFG  2009    40099460  25185.0  0.000628   0.628063\n",
       "2     AFG  2010    40099460  70000.0  0.001746   1.745659\n",
       "3     AFG  2011    40099460   3000.0  0.000075   0.074814\n",
       "4     AFG  2012    40099460  24437.0  0.000609   0.609410\n",
       "...   ...   ...         ...      ...       ...        ...\n",
       "1426  ZWE  2017    15993525  10270.0  0.000642   0.642135\n",
       "1427  ZWE  2018    15993525   1064.0  0.000067   0.066527\n",
       "1428  ZWE  2019    15993525  52305.0  0.003270   3.270386\n",
       "1429  ZWE  2020    15993525    383.0  0.000024   0.023947\n",
       "1430  ZWE  2021    15993525   2354.0  0.000147   0.147185\n",
       "\n",
       "[1431 rows x 6 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## aggregate over all events (but individual years)\n",
    "idp_year_count = idp_df_noNA_idps_year.groupby(\n",
    "    ['iso3', 'year', 'population']).agg({'idp': 'sum'}).reset_index()\n",
    "idp_year_count['idp_p'] = idp_year_count.apply(lambda row: row.idp/row.population, axis=1)\n",
    "idp_year_count['idp_1000p'] = idp_year_count.apply(lambda row: row.idp*1000/row.population, axis=1)\n",
    "idp_year_count\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "israeli-mississippi",
   "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>iso3</th>\n",
       "      <th>population</th>\n",
       "      <th>idp</th>\n",
       "      <th>idp_p</th>\n",
       "      <th>idp_1000p</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>AFG</td>\n",
       "      <td>40099460</td>\n",
       "      <td>813618.0</td>\n",
       "      <td>0.020290</td>\n",
       "      <td>20.289999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AGO</td>\n",
       "      <td>34503776</td>\n",
       "      <td>494339.0</td>\n",
       "      <td>0.014327</td>\n",
       "      <td>14.327099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>AIA</td>\n",
       "      <td>15779</td>\n",
       "      <td>500.0</td>\n",
       "      <td>0.031688</td>\n",
       "      <td>31.687686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ALB</td>\n",
       "      <td>2854710</td>\n",
       "      <td>11587.0</td>\n",
       "      <td>0.004059</td>\n",
       "      <td>4.058906</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ARE</td>\n",
       "      <td>9365149</td>\n",
       "      <td>1670.0</td>\n",
       "      <td>0.000178</td>\n",
       "      <td>0.178321</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>192</th>\n",
       "      <td>WSM</td>\n",
       "      <td>218781</td>\n",
       "      <td>9235.0</td>\n",
       "      <td>0.042211</td>\n",
       "      <td>42.211161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>YEM</td>\n",
       "      <td>32981644</td>\n",
       "      <td>518013.0</td>\n",
       "      <td>0.015706</td>\n",
       "      <td>15.706100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>194</th>\n",
       "      <td>ZAF</td>\n",
       "      <td>59392256</td>\n",
       "      <td>146208.0</td>\n",
       "      <td>0.002462</td>\n",
       "      <td>2.461735</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>ZMB</td>\n",
       "      <td>19473132</td>\n",
       "      <td>102897.0</td>\n",
       "      <td>0.005284</td>\n",
       "      <td>5.284050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>ZWE</td>\n",
       "      <td>15993525</td>\n",
       "      <td>133895.0</td>\n",
       "      <td>0.008372</td>\n",
       "      <td>8.371825</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>197 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    iso3  population       idp     idp_p  idp_1000p\n",
       "0    AFG    40099460  813618.0  0.020290  20.289999\n",
       "1    AGO    34503776  494339.0  0.014327  14.327099\n",
       "2    AIA       15779     500.0  0.031688  31.687686\n",
       "3    ALB     2854710   11587.0  0.004059   4.058906\n",
       "4    ARE     9365149    1670.0  0.000178   0.178321\n",
       "..   ...         ...       ...       ...        ...\n",
       "192  WSM      218781    9235.0  0.042211  42.211161\n",
       "193  YEM    32981644  518013.0  0.015706  15.706100\n",
       "194  ZAF    59392256  146208.0  0.002462   2.461735\n",
       "195  ZMB    19473132  102897.0  0.005284   5.284050\n",
       "196  ZWE    15993525  133895.0  0.008372   8.371825\n",
       "\n",
       "[197 rows x 5 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## aggregate over all events and years\n",
    "idp_total_count = idp_df_noNA_idps_year.groupby(\n",
    "    ['iso3', 'population']).agg({'idp': 'sum'}).reset_index()\n",
    "idp_total_count['idp_p'] = idp_total_count.apply(lambda row: row.idp/row.population, axis=1)\n",
    "idp_total_count['idp_1000p'] = idp_total_count.apply(lambda row: row.idp*1000/row.population, axis=1)\n",
    "idp_total_count\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "infinite-journalism",
   "metadata": {},
   "source": [
    "### Make plots"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "swiss-portuguese",
   "metadata": {},
   "source": [
    "#### Total IDPs (per 1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "corrected-cooperation",
   "metadata": {},
   "outputs": [],
   "source": [
    "## colouring parameters\n",
    "norm = plt.Normalize(-2,2)\n",
    "cmap = matplotlib.colors.LinearSegmentedColormap.from_list('', ['#5a9bab', '#b55454'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "multiple-circle",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x1500 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "w = 8; h = 10\n",
    "fig, ax = plt.subplots(figsize=(w,h), dpi=150)\n",
    "\n",
    "plot_df = gdf.merge(idp_total_count, on='iso3', how='left')\n",
    "plot_df.plot(column='idp_1000p', ax=ax, legend=True, cmap=cmap, alpha=0.9,\n",
    "             edgecolor='black', linewidth=0.1,\n",
    "             legend_kwds={\n",
    "                 'label': \"Climate-disaster count per 1000 persons\",\n",
    "                 'orientation': \"horizontal\",\n",
    "                 'shrink': 0.6},\n",
    "             missing_kwds={ \"color\": \"#484848\", \"alpha\": 0.9 }\n",
    "            )\n",
    "\n",
    "ax.axis('off')\n",
    "plt.show()\n",
    "\n",
    "fig.savefig('./figures/total_idp_counts_per_1000.pdf', dpi=250)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "designed-sleeve",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x1500 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "w = 8; h = 10\n",
    "fig, ax = plt.subplots(figsize=(w,h), dpi=150)\n",
    "\n",
    "plot_df = gdf.merge(idp_total_count, on='iso3', how='left')\n",
    "plot_df.idp_1000p = plot_df.idp_1000p.apply(lambda x: np.log10(x))\n",
    "plot_df.plot(column='idp_1000p', ax=ax, legend=True, cmap=cmap, alpha=0.9,\n",
    "             edgecolor='black', linewidth=0.1,\n",
    "             legend_kwds={\n",
    "                 'label': \"Climate-disaster count per 1000 persons (log10)\",\n",
    "                 'orientation': \"horizontal\",\n",
    "                 'shrink': 0.6},\n",
    "             missing_kwds={ \"color\": \"#484848\", \"alpha\": 0.9 }\n",
    "            )\n",
    "\n",
    "ax.axis('off')\n",
    "plt.show()\n",
    "\n",
    "fig.savefig('./figures/total_idp_counts_per_1000_log10.pdf', dpi=250)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "interim-feeding",
   "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": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}