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Correlation Explorer

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

2023
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Source: World Bank Open Data

Healthcare vs Education · 2023

In 2023, Healthcare Spending per Capita and Education Spending show no meaningful linear correlation (r = -0.02) across 113 countries.

No consistent global pattern links healthcare to education — the relationship varies widely across regions and income levels.

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.