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
Military Spending vs Human Development · 2022
In 2022, Military Spending and Human Development Index show no meaningful linear correlation (r = 0.07) across 150 countries.
No consistent global pattern links military spending to human development — 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.