Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2024
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Source: World Bank Open Data
Total Emissions vs Military Spending · 2024
In 2024, Total GHG Emissions and Military Spending show no meaningful linear correlation (r = 0.03) across 148 countries.
No consistent global pattern links total emissions to military spending — 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.