A scatter plot is a graphical representation that uses Cartesian coordinates to display values for typically two variables for a set of data, allowing for the visualization of possible relationships or correlations between them. It is a fundamental tool in statistics and data analysis for identifying patterns, trends, and potential outliers in a dataset.