Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2022
Loading…
Source: World Bank Open Data
Human Development vs Mobile · 2022
In 2022, Human Development Index and Mobile Subscriptions show a moderate positive correlation (r = 0.59) across 192 countries.
Countries with higher human development generally record higher mobile, though notable exceptions exist across regions and income groups.
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.