A scatter plot is a graph that visualizes the relationship between two numerical variables by plotting each pair of data points as dots on a Cartesian coordinate system. It's used to identify patterns, trends, correlations (positive, negative, or no correlation), clusters, and outliers in the data, helping to understand if and how two variables might influence each other.