Thanks to my friend Poon for helping me with this shit bruh
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import numpy as np\n",
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"import pandas as pd\n",
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"import seaborn as sns\n",
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"import matplotlib.pyplot as plt\n",
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"\n",
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"# Gamma function\n",
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"from scipy.special import gamma\n",
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"\n",
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"# To calculate statistics\n",
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"from scipy.stats import norm\n",
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"from scipy.stats import hmean, trim_mean, iqr, median_abs_deviation, skew, kurtosis\n",
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"from scipy.stats.mstats import gmean, winsorize"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"---"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Reading and preprocessing data"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"DataWhr2024 = pd.read_csv(\"DataWhr2024.csv\")\n",
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"UnM49 = pd.read_csv(\"UnM49.csv\", sep=';')"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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"source": [
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"UnM49 = UnM49[['Country or Area', 'Sub-region Name', 'Region Name']]\n",
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"UnM49 = UnM49.rename({'Country or Area':'Country name', 'Sub-region Name':'Subregion', 'Region Name':'Continent'}, axis=1)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [],
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"source": [
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"DataWhr2024.loc[DataWhr2024[\"Country name\"].str.startswith(\"Hong\"), \"Country name\"] = \"Hong Kong\"\n",
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"DataWhr2024.loc[DataWhr2024[\"Country name\"].str.startswith(\"Somaliland\"), \"Country name\"] = \"Somaliland\"\n",
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"DataWhr2024.loc[DataWhr2024[\"Country name\"].str.startswith(\"Taiwan\"), \"Country name\"] = \"Taiwan\""
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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"source": [
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"UnM49.loc[97, \"Country name\"] = \"Bolivia\"\n",
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"UnM49.loc[33, \"Country name\"] = \"Congo (Brazzaville)\"\n",
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"UnM49.loc[34, \"Country name\"] = \"Congo (Kinshasa)\"\n",
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"UnM49.loc[124, \"Country name\"] = \"Hong Kong\"\n",
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"UnM49.loc[125, \"Country name\"] = \"Macao\"\n",
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"UnM49.loc[126, \"Country name\"] = \"North Korea\"\n",
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"UnM49.loc[145, \"Country name\"] = \"Iran\"\n",
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"UnM49.loc[46, \"Country name\"] = \"Ivory Coast\"\n",
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"UnM49.loc[133, \"Country name\"] = \"Laos\"\n",
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"UnM49.loc[129, \"Country name\"] = \"South Korea\"\n",
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"UnM49.loc[173, \"Country name\"] = \"Moldova\"\n",
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"UnM49.loc[217, \"Country name\"] = \"Netherlands\"\n",
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"UnM49.loc[175, \"Country name\"] = \"Russia\"\n",
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"UnM49.loc[164, \"Country name\"] = \"Syria\"\n",
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"UnM49.loc[26, \"Country name\"] = \"Tanzania\"\n",
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"UnM49.loc[116, \"Country name\"] = \"United States\"\n",
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"UnM49.loc[193, \"Country name\"] = \"United Kingdom\"\n",
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"UnM49.loc[111, \"Country name\"] = \"Venezuela\"\n",
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"UnM49.loc[140, \"Country name\"] = \"Vietnam\""
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [],
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"source": [
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"_ = pd.DataFrame(\n",
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" {\n",
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" \"Country name\": [\"Kosovo\", \"Somaliland\", \"Taiwan\"],\n",
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" \"Subregion\": [\"Southern Europe\", \"Sub-Saharan Africa\", \"Eastern Asia\"],\n",
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" \"Continent\": [\"Europe\", \"Africa\", \"Asia\"],\n",
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" }\n",
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")\n",
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"\n",
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"UnM49 = pd.concat([UnM49, _], axis=0)\n",
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"UnM49 = UnM49.reset_index(drop=True)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"---"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Data\n",
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"Dat = pd.merge(DataWhr2024, UnM49)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Data of 2023\n",
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"Dat2023 = Dat[Dat['year'] == 2023]\n",
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"Dat2023 = Dat2023.reset_index(drop=True)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 9,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"['Iceland',\n",
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" 'India',\n",
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" 'Indonesia',\n",
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" 'Iran',\n",
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" 'Iraq',\n",
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" 'Ireland',\n",
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" 'Israel',\n",
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" 'Italy',\n",
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" 'Ivory Coast']"
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]
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},
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"execution_count": 9,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# Countries that starts with the same letter that your name\n",
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"StartsWith = 'I' # The first letter of your name\n",
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"list(Dat[Dat['Country name'].str.startswith(StartsWith)]['Country name'].unique())"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 10,
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"metadata": {},
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"outputs": [],
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"source": [
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"# Data of 2023 from the region selected\n",
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"CountrySelected = 'Iraq' # Change to the country that you selected\n",
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"SubregionSelected = Dat[Dat['Country name']==CountrySelected]['Subregion'].unique()[0]\n",
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"\n",
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"DatSelected = Dat2023[Dat2023['Subregion']==SubregionSelected]\n",
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"DatSelected = DatSelected.reset_index(drop=True)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.12.5"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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,slimbook,wins-slimbook,22.11.2024 20:51,file:///home/slimbook/.var/app/org.libreoffice.LibreOffice/config/libreoffice/4;
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Global Code;Global Name;Region Code;Region Name;Sub-region Code;Sub-region Name;Intermediate Region Code;Intermediate Region Name;Country or Area;M49 Code;ISO-alpha2 Code;ISO-alpha3 Code;Least Developed Countries (LDC);Land Locked Developing Countries (LLDC);Small Island Developing States (SIDS)
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001;World;002;Africa;015;Northern Africa;;;Algeria;012;DZ;DZA;;;
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001;World;002;Africa;015;Northern Africa;;;Egypt;818;EG;EGY;;;
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001;World;002;Africa;015;Northern Africa;;;Libya;434;LY;LBY;;;
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001;World;002;Africa;015;Northern Africa;;;Morocco;504;MA;MAR;;;
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001;World;002;Africa;015;Northern Africa;;;Sudan;729;SD;SDN;x;;
|
||||
001;World;002;Africa;015;Northern Africa;;;Tunisia;788;TN;TUN;;;
|
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001;World;002;Africa;015;Northern Africa;;;Western Sahara;732;EH;ESH;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;British Indian Ocean Territory;086;IO;IOT;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Burundi;108;BI;BDI;x;x;
|
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001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Comoros;174;KM;COM;x;;x
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Djibouti;262;DJ;DJI;x;;
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||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Eritrea;232;ER;ERI;x;;
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||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Ethiopia;231;ET;ETH;x;x;
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||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;French Southern Territories;260;TF;ATF;;;
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||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Kenya;404;KE;KEN;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Madagascar;450;MG;MDG;x;;
|
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001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Malawi;454;MW;MWI;x;x;
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001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Mauritius;480;MU;MUS;;;x
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Mayotte;175;YT;MYT;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Mozambique;508;MZ;MOZ;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Réunion;638;RE;REU;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Rwanda;646;RW;RWA;x;x;
|
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001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Seychelles;690;SC;SYC;;;x
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Somalia;706;SO;SOM;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;South Sudan;728;SS;SSD;x;x;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Uganda;800;UG;UGA;x;x;
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||||
001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;United Republic of Tanzania;834;TZ;TZA;x;;
|
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001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Zambia;894;ZM;ZMB;x;x;
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001;World;002;Africa;202;Sub-Saharan Africa;014;Eastern Africa;Zimbabwe;716;ZW;ZWE;;x;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Angola;024;AO;AGO;x;;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Cameroon;120;CM;CMR;;;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Central African Republic;140;CF;CAF;x;x;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Chad;148;TD;TCD;x;x;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Congo;178;CG;COG;;;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Democratic Republic of the Congo;180;CD;COD;x;;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Equatorial Guinea;226;GQ;GNQ;;;
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Gabon;266;GA;GAB;;;
|
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001;World;002;Africa;202;Sub-Saharan Africa;017;Middle Africa;Sao Tome and Principe;678;ST;STP;x;;x
|
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001;World;002;Africa;202;Sub-Saharan Africa;018;Southern Africa;Botswana;072;BW;BWA;;x;
|
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001;World;002;Africa;202;Sub-Saharan Africa;018;Southern Africa;Eswatini;748;SZ;SWZ;;x;
|
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001;World;002;Africa;202;Sub-Saharan Africa;018;Southern Africa;Lesotho;426;LS;LSO;x;x;
|
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001;World;002;Africa;202;Sub-Saharan Africa;018;Southern Africa;Namibia;516;NA;NAM;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;018;Southern Africa;South Africa;710;ZA;ZAF;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Benin;204;BJ;BEN;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Burkina Faso;854;BF;BFA;x;x;
|
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001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Cabo Verde;132;CV;CPV;;;x
|
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001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Côte d’Ivoire;384;CI;CIV;;;
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001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Gambia;270;GM;GMB;x;;
|
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001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Ghana;288;GH;GHA;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Guinea;324;GN;GIN;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Guinea-Bissau;624;GW;GNB;x;;x
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Liberia;430;LR;LBR;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Mali;466;ML;MLI;x;x;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Mauritania;478;MR;MRT;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Niger;562;NE;NER;x;x;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Nigeria;566;NG;NGA;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Saint Helena;654;SH;SHN;;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Senegal;686;SN;SEN;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Sierra Leone;694;SL;SLE;x;;
|
||||
001;World;002;Africa;202;Sub-Saharan Africa;011;Western Africa;Togo;768;TG;TGO;x;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Anguilla;660;AI;AIA;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Antigua and Barbuda;028;AG;ATG;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Aruba;533;AW;ABW;;;x
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Bahamas;044;BS;BHS;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Barbados;052;BB;BRB;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Bonaire, Sint Eustatius and Saba;535;BQ;BES;;;x
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;British Virgin Islands;092;VG;VGB;;;x
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Cayman Islands;136;KY;CYM;;;
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Cuba;192;CU;CUB;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Curaçao;531;CW;CUW;;;x
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Dominica;212;DM;DMA;;;x
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Dominican Republic;214;DO;DOM;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Grenada;308;GD;GRD;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Guadeloupe;312;GP;GLP;;;
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Haiti;332;HT;HTI;x;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Jamaica;388;JM;JAM;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Martinique;474;MQ;MTQ;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Montserrat;500;MS;MSR;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Puerto Rico;630;PR;PRI;;;x
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Saint Barthélemy;652;BL;BLM;;;
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Saint Kitts and Nevis;659;KN;KNA;;;x
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Saint Lucia;662;LC;LCA;;;x
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Saint Martin (French Part);663;MF;MAF;;;
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Saint Vincent and the Grenadines;670;VC;VCT;;;x
|
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Sint Maarten (Dutch part);534;SX;SXM;;;x
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Trinidad and Tobago;780;TT;TTO;;;x
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;Turks and Caicos Islands;796;TC;TCA;;;
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001;World;019;Americas;419;Latin America and the Caribbean;029;Caribbean;United States Virgin Islands;850;VI;VIR;;;x
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;Belize;084;BZ;BLZ;;;x
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;Costa Rica;188;CR;CRI;;;
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;El Salvador;222;SV;SLV;;;
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;Guatemala;320;GT;GTM;;;
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;Honduras;340;HN;HND;;;
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;Mexico;484;MX;MEX;;;
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;Nicaragua;558;NI;NIC;;;
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001;World;019;Americas;419;Latin America and the Caribbean;013;Central America;Panama;591;PA;PAN;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Argentina;032;AR;ARG;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Bolivia (Plurinational State of);068;BO;BOL;;x;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Bouvet Island;074;BV;BVT;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Brazil;076;BR;BRA;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Chile;152;CL;CHL;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Colombia;170;CO;COL;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Ecuador;218;EC;ECU;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Falkland Islands (Malvinas);238;FK;FLK;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;French Guiana;254;GF;GUF;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Guyana;328;GY;GUY;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Paraguay;600;PY;PRY;;x;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Peru;604;PE;PER;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;South Georgia and the South Sandwich Islands;239;GS;SGS;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Suriname;740;SR;SUR;;;x
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Uruguay;858;UY;URY;;;
|
||||
001;World;019;Americas;419;Latin America and the Caribbean;005;South America;Venezuela (Bolivarian Republic of);862;VE;VEN;;;
|
||||
001;World;019;Americas;021;Northern America;;;Bermuda;060;BM;BMU;;;
|
||||
001;World;019;Americas;021;Northern America;;;Canada;124;CA;CAN;;;
|
||||
001;World;019;Americas;021;Northern America;;;Greenland;304;GL;GRL;;;
|
||||
001;World;019;Americas;021;Northern America;;;Saint Pierre and Miquelon;666;PM;SPM;;;
|
||||
001;World;019;Americas;021;Northern America;;;United States of America;840;US;USA;;;
|
||||
001;World;;;;;;;Antarctica;010;AQ;ATA;;;
|
||||
001;World;142;Asia;143;Central Asia;;;Kazakhstan;398;KZ;KAZ;;x;
|
||||
001;World;142;Asia;143;Central Asia;;;Kyrgyzstan;417;KG;KGZ;;x;
|
||||
001;World;142;Asia;143;Central Asia;;;Tajikistan;762;TJ;TJK;;x;
|
||||
001;World;142;Asia;143;Central Asia;;;Turkmenistan;795;TM;TKM;;x;
|
||||
001;World;142;Asia;143;Central Asia;;;Uzbekistan;860;UZ;UZB;;x;
|
||||
001;World;142;Asia;030;Eastern Asia;;;China;156;CN;CHN;;;
|
||||
001;World;142;Asia;030;Eastern Asia;;;China, Hong Kong Special Administrative Region;344;HK;HKG;;;
|
||||
001;World;142;Asia;030;Eastern Asia;;;China, Macao Special Administrative Region;446;MO;MAC;;;
|
||||
001;World;142;Asia;030;Eastern Asia;;;Democratic People's Republic of Korea;408;KP;PRK;;;
|
||||
001;World;142;Asia;030;Eastern Asia;;;Japan;392;JP;JPN;;;
|
||||
001;World;142;Asia;030;Eastern Asia;;;Mongolia;496;MN;MNG;;x;
|
||||
001;World;142;Asia;030;Eastern Asia;;;Republic of Korea;410;KR;KOR;;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Brunei Darussalam;096;BN;BRN;;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Cambodia;116;KH;KHM;x;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Indonesia;360;ID;IDN;;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Lao People's Democratic Republic;418;LA;LAO;x;x;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Malaysia;458;MY;MYS;;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Myanmar;104;MM;MMR;x;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Philippines;608;PH;PHL;;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Singapore;702;SG;SGP;;;x
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Thailand;764;TH;THA;;;
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Timor-Leste;626;TL;TLS;x;;x
|
||||
001;World;142;Asia;035;South-eastern Asia;;;Viet Nam;704;VN;VNM;;;
|
||||
001;World;142;Asia;034;Southern Asia;;;Afghanistan;004;AF;AFG;x;x;
|
||||
001;World;142;Asia;034;Southern Asia;;;Bangladesh;050;BD;BGD;x;;
|
||||
001;World;142;Asia;034;Southern Asia;;;Bhutan;064;BT;BTN;;x;
|
||||
001;World;142;Asia;034;Southern Asia;;;India;356;IN;IND;;;
|
||||
001;World;142;Asia;034;Southern Asia;;;Iran (Islamic Republic of);364;IR;IRN;;;
|
||||
001;World;142;Asia;034;Southern Asia;;;Maldives;462;MV;MDV;;;x
|
||||
001;World;142;Asia;034;Southern Asia;;;Nepal;524;NP;NPL;x;x;
|
||||
001;World;142;Asia;034;Southern Asia;;;Pakistan;586;PK;PAK;;;
|
||||
001;World;142;Asia;034;Southern Asia;;;Sri Lanka;144;LK;LKA;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Armenia;051;AM;ARM;;x;
|
||||
001;World;142;Asia;145;Western Asia;;;Azerbaijan;031;AZ;AZE;;x;
|
||||
001;World;142;Asia;145;Western Asia;;;Bahrain;048;BH;BHR;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Cyprus;196;CY;CYP;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Georgia;268;GE;GEO;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Iraq;368;IQ;IRQ;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Israel;376;IL;ISR;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Jordan;400;JO;JOR;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Kuwait;414;KW;KWT;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Lebanon;422;LB;LBN;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Oman;512;OM;OMN;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Qatar;634;QA;QAT;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Saudi Arabia;682;SA;SAU;;;
|
||||
001;World;142;Asia;145;Western Asia;;;State of Palestine;275;PS;PSE;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Syrian Arab Republic;760;SY;SYR;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Türkiye;792;TR;TUR;;;
|
||||
001;World;142;Asia;145;Western Asia;;;United Arab Emirates;784;AE;ARE;;;
|
||||
001;World;142;Asia;145;Western Asia;;;Yemen;887;YE;YEM;x;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Belarus;112;BY;BLR;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Bulgaria;100;BG;BGR;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Czechia;203;CZ;CZE;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Hungary;348;HU;HUN;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Poland;616;PL;POL;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Republic of Moldova;498;MD;MDA;;x;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Romania;642;RO;ROU;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Russian Federation;643;RU;RUS;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Slovakia;703;SK;SVK;;;
|
||||
001;World;150;Europe;151;Eastern Europe;;;Ukraine;804;UA;UKR;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Åland Islands;248;AX;ALA;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Denmark;208;DK;DNK;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Estonia;233;EE;EST;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Faroe Islands;234;FO;FRO;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Finland;246;FI;FIN;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Guernsey;831;GG;GGY;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Iceland;352;IS;ISL;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Ireland;372;IE;IRL;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Isle of Man;833;IM;IMN;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Jersey;832;JE;JEY;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Latvia;428;LV;LVA;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Lithuania;440;LT;LTU;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Norway;578;NO;NOR;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Svalbard and Jan Mayen Islands;744;SJ;SJM;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;Sweden;752;SE;SWE;;;
|
||||
001;World;150;Europe;154;Northern Europe;;;United Kingdom of Great Britain and Northern Ireland;826;GB;GBR;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Albania;008;AL;ALB;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Andorra;020;AD;AND;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Bosnia and Herzegovina;070;BA;BIH;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Croatia;191;HR;HRV;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Gibraltar;292;GI;GIB;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Greece;300;GR;GRC;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Holy See;336;VA;VAT;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Italy;380;IT;ITA;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Malta;470;MT;MLT;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Montenegro;499;ME;MNE;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;North Macedonia;807;MK;MKD;;x;
|
||||
001;World;150;Europe;039;Southern Europe;;;Portugal;620;PT;PRT;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;San Marino;674;SM;SMR;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Serbia;688;RS;SRB;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Slovenia;705;SI;SVN;;;
|
||||
001;World;150;Europe;039;Southern Europe;;;Spain;724;ES;ESP;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Austria;040;AT;AUT;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Belgium;056;BE;BEL;;;
|
||||
001;World;150;Europe;155;Western Europe;;;France;250;FR;FRA;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Germany;276;DE;DEU;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Liechtenstein;438;LI;LIE;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Luxembourg;442;LU;LUX;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Monaco;492;MC;MCO;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Netherlands (Kingdom of the);528;NL;NLD;;;
|
||||
001;World;150;Europe;155;Western Europe;;;Switzerland;756;CH;CHE;;;
|
||||
001;World;009;Oceania;053;Australia and New Zealand;;;Australia;036;AU;AUS;;;
|
||||
001;World;009;Oceania;053;Australia and New Zealand;;;Christmas Island;162;CX;CXR;;;
|
||||
001;World;009;Oceania;053;Australia and New Zealand;;;Cocos (Keeling) Islands;166;CC;CCK;;;
|
||||
001;World;009;Oceania;053;Australia and New Zealand;;;Heard Island and McDonald Islands;334;HM;HMD;;;
|
||||
001;World;009;Oceania;053;Australia and New Zealand;;;New Zealand;554;NZ;NZL;;;
|
||||
001;World;009;Oceania;053;Australia and New Zealand;;;Norfolk Island;574;NF;NFK;;;
|
||||
001;World;009;Oceania;054;Melanesia;;;Fiji;242;FJ;FJI;;;x
|
||||
001;World;009;Oceania;054;Melanesia;;;New Caledonia;540;NC;NCL;;;x
|
||||
001;World;009;Oceania;054;Melanesia;;;Papua New Guinea;598;PG;PNG;;;x
|
||||
001;World;009;Oceania;054;Melanesia;;;Solomon Islands;090;SB;SLB;x;;x
|
||||
001;World;009;Oceania;054;Melanesia;;;Vanuatu;548;VU;VUT;;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;Guam;316;GU;GUM;;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;Kiribati;296;KI;KIR;x;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;Marshall Islands;584;MH;MHL;;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;Micronesia (Federated States of);583;FM;FSM;;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;Nauru;520;NR;NRU;;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;Northern Mariana Islands;580;MP;MNP;;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;Palau;585;PW;PLW;;;x
|
||||
001;World;009;Oceania;057;Micronesia;;;United States Minor Outlying Islands;581;UM;UMI;;;
|
||||
001;World;009;Oceania;061;Polynesia;;;American Samoa;016;AS;ASM;;;x
|
||||
001;World;009;Oceania;061;Polynesia;;;Cook Islands;184;CK;COK;;;x
|
||||
001;World;009;Oceania;061;Polynesia;;;French Polynesia;258;PF;PYF;;;x
|
||||
001;World;009;Oceania;061;Polynesia;;;Niue;570;NU;NIU;;;x
|
||||
001;World;009;Oceania;061;Polynesia;;;Pitcairn;612;PN;PCN;;;
|
||||
001;World;009;Oceania;061;Polynesia;;;Samoa;882;WS;WSM;;;x
|
||||
001;World;009;Oceania;061;Polynesia;;;Tokelau;772;TK;TKL;;;
|
||||
001;World;009;Oceania;061;Polynesia;;;Tonga;776;TO;TON;;;x
|
||||
001;World;009;Oceania;061;Polynesia;;;Tuvalu;798;TV;TUV;x;;x
|
||||
001;World;009;Oceania;061;Polynesia;;;Wallis and Futuna Islands;876;WF;WLF;;;
|
||||
|
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Reference in New Issue