A frequency diagram, or histogram, is a graphical representation of data that groups data points into intervals (or bins) along the horizontal axis. The height of each bar represents the frequency, or the number of data points falling within that interval. Unlike bar charts, there are no gaps between the bars in a histogram since the data is continuous.