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
Corruption vs Human Development · 2022
In 2022, Corruption Control and Human Development Index show a strong positive correlation (r = 0.72) across 193 countries.
Countries with higher corruption strongly tend to record higher human development — the two indicators are closely associated at the global level.
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.