A histogram is a graphical representation of the distribution of numerical data, displaying the frequency of data points within specified ranges or bins. It consists of rectangular bars, where the height of each bar corresponds to the number of observations within each bin. Histograms are commonly used in statistics to visualize the shape, central tendency, and variability of a dataset. They provide valuable insights into the underlying patterns and trends in the data.