Bivariate data analysis is the statistical examination of the relationship between two variables, utilizing tools like scatter plots, correlation coefficients, and regression analysis to understand patterns and associations. This analysis is crucial for uncovering and quantifying connections between paired data points, providing valuable insights in various fields.