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to-hen/temperature-development/Untitled.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 11,
"id": "db20765b-5d5e-4b39-9e0f-366e25909200",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import seaborn as sns\n",
"import matplotlib.pyplot as plt\n",
"\n",
"# Load HDI data\n",
"hdi = pd.read_csv('Human Development Index - Full.csv') # contains 'country' and 'hdi_2022'\n",
"hdi = hdi[['ISO3', 'Human Development Index (2021)']].rename(columns={'Human Development Index (2021)':'HDI', 'ISO3': 'country'})\n",
"\n",
"# Load temperature data\n",
"temp = pd.read_csv('./combined_temperature.csv')\n",
"# Average temperature\n",
"temp_avg = temp.groupby('Code', as_index=False)['Annual Mean'].mean().rename(columns={'Annual Mean':'Avg_Temp_C', 'Code': 'country'})\n",
"\n",
"# Merge\n",
"df = pd.merge(hdi, temp_avg, on='country', how='inner').dropna()\n"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "911d2568-fccb-466d-be20-160f8956deb0",
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1200x800 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(12, 8))\n",
"sns.regplot(\n",
" data=df,\n",
" x='Avg_Temp_C',\n",
" y='HDI',\n",
" scatter_kws={'alpha':0.7},\n",
" line_kws={'color':'darkred'},\n",
" ci=95\n",
")\n",
"\n",
"for i, row in df.iterrows():\n",
" plt.text(row['Avg_Temp_C'] + 0.2, row['HDI'], row['country'], fontsize=9, alpha=0.8)\n",
"\n",
"\n",
"\n",
"plt.xlabel('Avg Annual Temperature (°C)')\n",
"plt.ylabel('Human Development Index (01)')\n",
"plt.title('Human Development vs Average Temperature by Country')\n",
"plt.grid(True)\n",
"sns.despine(trim=True)\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "dba05402-16c3-43a5-a8f3-170cf326b393",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1000x600 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"df['Temp_Rank'] = df['Avg_Temp_C'].rank(method='min')\n",
"df['HDI_Rank'] = df['HDI'].rank(ascending=False, method='min') # higher HDI = better rank\n",
"\n",
"# Plot ranks\n",
"plt.figure(figsize=(10, 6))\n",
"sns.regplot(data=df, x='Temp_Rank', y='HDI_Rank')\n",
"\n",
"# Annotate\n",
"for i, row in df.iterrows():\n",
" plt.text(row['Temp_Rank'] + 0.1, row['HDI_Rank'], row['country'], fontsize=9)\n",
"\n",
"# Customize plot\n",
"plt.xlabel('Temperature Rank (cooler → lower rank)')\n",
"plt.ylabel('HDI Rank (higher HDI → lower rank)')\n",
"plt.title('Scatterplot of Country Ranks: Temperature vs HDI')\n",
"plt.grid(True)\n",
"plt.tight_layout()\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "440c158d-1039-4050-a7af-6764f42e6985",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.12.10"
}
},
"nbformat": 4,
"nbformat_minor": 5
}