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US Agriculture Value Added vs US Resident Patent Applications
US Agriculture Value Added and US Resident Patent Applications correlate at r = -0.53 over 25 years (1997–2021), p = 0.0070. With the time trend removed, r = +0.21. Holds up after detrending.
Verdict: Holds up after detrending. Statistically significant (p = 0.0070) and the association survives trend removal (detrended r = 0.21). Correlation still isn't causation, but this one isn't an obvious artifact.
- Pearson r
- -0.53
- p-value
- 0.0070
- Years compared (n)
- 25 (1997–2021)
- 95% confidence interval
- -0.76 to -0.16
- Correlation with the time trend removed
- +0.21
Sources
- US Agriculture Value Added (% of GDP): World Bank. US Agriculture Value Added (World Bank indicator NV.AGR.TOTL.ZS).
- US Resident Patent Applications (applications): World Bank. US Resident Patent Applications (World Bank indicator IP.PAT.RESD).
Related pairs
- US Mobile Subscriptions vs US Resident Patent Applications (r = +0.99)
- US Adult Obesity vs US Resident Patent Applications (r = +0.98)
- US Resident Patent Applications vs US Population (r = +0.98)
- Atmospheric CO₂ (Mauna Loa) vs US Resident Patent Applications (r = +0.97)
- US GDP per Capita vs US Resident Patent Applications (r = +0.97)
- US GDP (current US$) vs US Resident Patent Applications (r = +0.97)
Correlation does not imply causation. How the verdict is worked out.