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Tokyo Average Temperature vs US Agriculture Value Added
Tokyo Average Temperature and US Agriculture Value Added correlate at r = -0.43 over 25 years (1997–2021), p = 0.033. With the time trend removed, r = -0.09. Holds up after detrending.
Verdict: Holds up after detrending. Statistically significant (p = 0.033) and the association survives trend removal (detrended r = -0.09). Correlation still isn't causation, but this one isn't an obvious artifact.
- Pearson r
- -0.43
- p-value
- 0.033
- Years compared (n)
- 25 (1997–2021)
- 95% confidence interval
- -0.70 to -0.04
- Correlation with the time trend removed
- -0.09
Sources
- Tokyo Average Temperature (°C): Open-Meteo (ERA5). Annual mean 2m air temperature for Tokyo from the ERA5 reanalysis.
- US Agriculture Value Added (% of GDP): World Bank. US Agriculture Value Added (World Bank indicator NV.AGR.TOTL.ZS).
Related pairs
- Tokyo Average Temperature vs Atmospheric Methane (global) (r = +0.86)
- Tokyo Average Temperature vs US Federal Debt Outstanding (r = +0.83)
- Tokyo Average Temperature vs US Natural Gas Consumption (r = +0.83)
- Tokyo Average Temperature vs US GDP (current US$) (r = +0.83)
- Tokyo Average Temperature vs US GDP per Capita (r = +0.81)
- Tokyo Average Temperature vs US Adult Obesity (r = +0.80)
Correlation does not imply causation. How the verdict is worked out.