Correlation and Correlation Coefficient
Explore the basics of linear correlation with this infographic! Learn what the r value tells us, how to spot the difference between correlation and causation, and uncover common data pitfalls like spurious correlations and temporal autocorrelation—all through the lens of carbon dioxide emissions.
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Topics
- data science
- correlation
- causation
- correlation vs. causation
- linear correlation
- spurious correlation
- r value
- correlation coefficient
- temporal autocorrelation
- shared trend
- lurking variable
- line of best fit
- population growth
- climate change
- CO2 emissions
- carbon dioxide emissions
- Japan emissions
- DRC emissions