How To Determine Class Intervals For Statistical Data Analysis And Visualization
Determine class intervals for data visualization by estimating the optimal number of classes using Sturges’ Rule. Calculate class interval width using Scott’s Normal Reference Rule for normally distributed data or the Freedman-Diaconis Rule for non-normal data. Select the appropriate method based on the distribution of the data. For accurate visualization, carefully consider the number of…