{ "cells": [ { "cell_type": "markdown", "id": "a0647abf-dd8d-4dab-a029-de4b72d33178", "metadata": {}, "source": [ "# Explore UNFCCC emissions data" ] }, { "cell_type": "code", "execution_count": 1, "id": "878d56a8-1da6-4d99-a3a5-57e0f9a3d0b8", "metadata": {}, "outputs": [], "source": [ "import os\n", "from pathlib import Path\n", "\n", "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "fb097271-74a3-472a-8dce-36340de3f264", "metadata": {}, "outputs": [], "source": [ "# data directory\n", "data_dir = Path(os.path.abspath(\"../data/processed/\"))\n", "data_file = data_dir / \"unfccc-ghg-without-lulucf-1990-2021.csv\"\n", "\n", "# load data\n", "df = pd.read_csv(data_file)" ] }, { "cell_type": "markdown", "id": "9d107e1a-275c-4073-bd2f-b2d2a5e4f229", "metadata": {}, "source": [ "# 1. Who are the top 10 emitters for 2021" ] }, { "cell_type": "code", "execution_count": 3, "id": "5367286e-4632-48e3-834c-082b0d2288d3", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
| \n", " | party | \n", "year | \n", "emissions_gt | \n", "
|---|---|---|---|
| 1407 | \n", "United States of America | \n", "2021 | \n", "6.340228 | \n", "
| 383 | \n", "European Union (Convention) | \n", "2021 | \n", "3.468394 | \n", "
| 1119 | \n", "Russian Federation | \n", "2021 | \n", "2.156599 | \n", "
| 671 | \n", "Japan | \n", "2021 | \n", "1.168094 | \n", "
| 479 | \n", "Germany | \n", "2021 | \n", "0.760358 | \n", "
| 191 | \n", "Canada | \n", "2021 | \n", "0.670428 | \n", "
| 1311 | \n", "Türkiye | \n", "2021 | \n", "0.564390 | \n", "
| 1375 | \n", "United Kingdom of Great Britain and Northern I... | \n", "2021 | \n", "0.429489 | \n", "
| 447 | \n", "France | \n", "2021 | \n", "0.420061 | \n", "
| 639 | \n", "Italy | \n", "2021 | \n", "0.417591 | \n", "