A histogram is a visual representation of the distribution of quantitative data. The term was first introduced by Karl Pearson . [1] To construct a histogram, the first step is to "bin" (or "bucket") the range of values— divide the entire range of values into a series of intervals—and then count how many values fall into each interval.