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
Total Emissions vs Homicide Rate · 2022
In 2022, Total GHG Emissions and Homicide Rate show no meaningful linear correlation (r = -0.07) across 102 countries.
No consistent global pattern links total emissions to homicide rate — 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.