Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2024
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Source: World Bank Open Data
GDP per Capita vs Total Emissions · 2024
In 2024, GDP per Capita and Total GHG Emissions show no meaningful linear correlation (r = 0.04) across 191 countries.
No consistent global pattern links gdp per capita to total emissions — the relationship varies widely across regions and income levels.
Use the interactive bubble chart to explore individual countries and regions, or adjust the year slider to see how this relationship has evolved over time. Bubble size represents population.