• Variance: For a single column of data, variance is the average of how far something is from the mean
  • Covariance: For two columns of data, covariance measures how correlated being far away from the mean is
  • Correlation is basically covariance, but standardized (?)

Covariance vs correlation (TL;DR: Correlation is standardized)

Covariance