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
Trade vs Population · 2022
In 2022, Trade Openness and Total Population show no meaningful linear correlation (r = -0.19) across 182 countries.
No consistent global pattern links trade to population — 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.