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Correlation Explorer

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

2021
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Source: World Bank Open Data

Renewables vs Poverty · 2021

In 2021, Renewable Electricity and Poverty Rate show a weak negative correlation (r = -0.21) across 81 countries.

A slight tendency links higher renewables to lower poverty, 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.