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
Human Development vs Homicide Rate · 2022
In 2022, Human Development Index and Homicide Rate show a weak negative correlation (r = -0.38) across 101 countries.
A slight tendency links higher human development to lower homicide rate, but the relationship is inconsistent and varies widely by region.
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.