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US Renewable Energy Share vs US Agriculture Value Added

US Renewable Energy Share and US Agriculture Value Added correlate at r = -0.55 over 25 years (1997–2021), p = 0.0041. With the time trend removed, r = +0.19. Holds up after detrending.

Verdict: Holds up after detrending. Statistically significant (p = 0.0041) and the association survives trend removal (detrended r = 0.19). Correlation still isn't causation, but this one isn't an obvious artifact.

Pearson r
-0.55
p-value
0.0041
Years compared (n)
25 (1997–2021)
95% confidence interval
-0.78 to -0.20
Correlation with the time trend removed
+0.19

Sources

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