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Correlation Explorer

Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details

2023
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Source: World Bank Open Data

Emissions per Capita vs Poverty · 2023

In 2023, GHG Emissions per Capita and Poverty Rate show a moderate negative correlation (r = -0.41) across 58 countries.

Countries with higher emissions per capita generally record lower poverty, though notable exceptions exist across regions and income groups.

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.