Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2019
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Source: World Bank Open Data
Total Emissions vs Tourism · 2019
In 2019, Total GHG Emissions and Tourism Arrivals show a moderate positive correlation (r = 0.56) across 170 countries.
Countries with higher total emissions generally record higher tourism, 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.