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US Net Migration vs US Tax Revenue
US Net Migration and US Tax Revenue correlate at r = -0.29 over 53 years (1972–2024), p = 0.035. With the time trend removed, r = -0.12. Holds up after detrending.
Verdict: Holds up after detrending. Statistically significant (p = 0.035) and the association survives trend removal (detrended r = -0.12). Correlation still isn't causation, but this one isn't an obvious artifact.
- Pearson r
- -0.29
- p-value
- 0.035
- Years compared (n)
- 53 (1972–2024)
- 95% confidence interval
- -0.52 to -0.02
- Correlation with the time trend removed
- -0.12
Sources
- US Net Migration (people): World Bank. US Net Migration (World Bank indicator SM.POP.NETM).
- US Tax Revenue (% of GDP): World Bank. US Tax Revenue (World Bank indicator GC.TAX.TOTL.GD.ZS).
Related pairs
- US Air Passengers Carried vs US Net Migration (r = +0.84)
- US Net Migration vs US Urban Population (r = +0.83)
- US Net Migration vs US Rural Population (r = -0.83)
- US Life Expectancy vs US Net Migration (r = +0.80)
- US Net Migration vs US Population (r = +0.78)
- US Median Age vs US Net Migration (r = +0.78)
Correlation does not imply causation. How the verdict is worked out.