Correlation Explorer
Pick two indicators to see how countries and regions compare — bubble size = population · click any dot for details
2023
Loading…
Source: World Bank Open Data
Total Emissions vs Population · 2023
In 2023, Total GHG Emissions and Total Population show a strong positive correlation (r = 0.84) across 203 countries.
Countries with higher total emissions strongly tend to record higher population — the two indicators are closely associated at the global level.
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.