Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2023
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Source: World Bank Open Data
Inequality vs Trade · 2023
In 2023, Income Inequality and Trade Openness show a moderate negative correlation (r = -0.42) across 60 countries.
Countries with higher inequality generally record lower trade, 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.