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
Electricity Access vs Corruption · 2022
In 2022, Access to Electricity and Corruption Control show a moderate positive correlation (r = 0.48) across 203 countries.
Countries with higher electricity access generally record higher corruption, 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.