Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2022
Loading…
Source: World Bank Open Data
Corruption vs Education · 2022
In 2022, Corruption Control and Education Spending show a weak positive correlation (r = 0.35) across 159 countries.
A slight tendency links higher corruption to higher education, 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.