A Histogram is a form of vertical bar chart that illustrates the distribution of numerical data, (either discrete or continuous) according to the frequency of occurrence on a continuous scale. Histograms are suitable for measuring variables where values are numerical and measured on an interval scale. They are most commonly used when dealing with large data sets, of more than 100 observations and are effective charts for identifying Outliers and missing data.