A histogram is a graph that displays the frequency of data using bars of different heights. It uses intervals on the x-axis to bin the data and the height of each bar represents how many scores fall into that interval. The document provides examples of histograms showing data on student sleep habits, dice rolls, movie ticket prices, coin flips, math test scores, travel times to school, and pet ownership. It includes problems asking readers to interpret data from the histograms and draw their own histograms for additional data sets.