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
Corruption vs Renewables · 2021
In 2021, Corruption Control and Renewable Electricity show a weak positive correlation (r = 0.33) across 200 countries.
A slight tendency links higher corruption to higher renewables, 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.