Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2022
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Source: World Bank Open Data
GDP per Capita vs Emissions per Capita · 2024
In 2024, GDP per Capita and GHG Emissions per Capita show a weak positive correlation (r = 0.30) across 191 countries.
A slight tendency links higher gdp per capita to higher emissions per capita, but the relationship is inconsistent and varies widely by region.
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.