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US Energy Use per Capita vs US Marriage Rate

US Energy Use per Capita and US Marriage Rate correlate at r = +0.40 over 57 years (1965–2022), p = 0.0022. With the time trend removed, r = +0.47. Holds up after detrending.

Verdict: Holds up after detrending. Statistically significant (p = 0.0022) and the association survives trend removal (detrended r = 0.47). Correlation still isn't causation, but this one isn't an obvious artifact.

Pearson r
+0.40
p-value
0.0022
Years compared (n)
57 (1965–2022)
95% confidence interval
0.15 to 0.60
Correlation with the time trend removed
+0.47

Sources

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Correlation does not imply causation. How the verdict is worked out.