A scatter diagram is a graphical representation of data points in a two-dimensional space. It displays the values of two variables, with one variable plotted along the horizontal (x) axis and the other along the vertical (y) axis. Each data point is represented by a dot, allowing us to observe patterns, trends, and correlations between the variables.