Pearson's r is a statistical measure that quantifies the strength and direction of a linear relationship between two continuous variables, ranging from -1 to 1. A value of 1 indicates a perfect positive correlation, -1 a perfect negative correlation, and 0 no correlation, making it crucial for understanding linear dependencies in data analysis.