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 Inflation · 2024
In 2024, Total GHG Emissions and Inflation Rate show no meaningful linear correlation (r = -0.01) across 170 countries.
No consistent global pattern links total emissions to inflation — 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.