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US Agriculture Value Added vs US Rural Population

US Agriculture Value Added and US Rural Population correlate at r = +0.37 over 25 years (1997–2021), p = 0.070. With the time trend removed, r = -0.10. Not statistically significant.

Verdict: Not statistically significant. With n = 25, this correlation isn't statistically significant (p = 0.070). It could easily be chance.

Pearson r
+0.37
p-value
0.070
Years compared (n)
25 (1997–2021)
95% confidence interval
-0.03 to 0.67
Correlation with the time trend removed
-0.10

Sources

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