Lumistats

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

Unemployment vs Inflation · 2023

In 2023, Unemployment Rate and Inflation Rate show no meaningful linear correlation (r = 0.03) across 165 countries.

No consistent global pattern links unemployment to inflation — 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.