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US Agriculture Value Added vs US Tax Revenue

US Agriculture Value Added and US Tax Revenue correlate at r = +0.25 over 25 years (1997–2021), p = 0.222. With the time trend removed, r = +0.07. Not statistically significant.

Verdict: Not statistically significant. With n = 25, this correlation isn't statistically significant (p = 0.222). It could easily be chance.

Pearson r
+0.25
p-value
0.222
Years compared (n)
25 (1997–2021)
95% confidence interval
-0.16 to 0.59
Correlation with the time trend removed
+0.07

Sources

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