Quantiles and Groups
Median in Quantiles
Interquartile Range Definition
Interquartile Range and Outliers
Quantiles are the set of values/points that divides the dataset into groups of equal size. For example, in the figure, there are nine values that splits the dataset. Those nine values are quantiles.