Bivariate analysis studies the relationship between two variables: two numeric (scatter plot, correlation), one categorical and one numeric (comparison by groups), two categorical (cross-tabulation). It spots links, but a correlation does not prove causation.
Example
df[["prix", "quantite"]].corr()