Lumistats

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

Fertility Rate vs Education · 2022

In 2022, Fertility Rate and Education Spending show no meaningful linear correlation (r = -0.13) across 163 countries.

No consistent global pattern links fertility rate 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.