A histogram is a graphical representation of the distribution of numerical data, showing the frequency of data points within specified ranges, called bins. It consists of bars, where the height of each bar indicates the number of observations that fall within that range. Histograms are useful for visualizing the shape, central tendency, and variability of data distributions. They are commonly used in statistics and data analysis to identify patterns and trends.