The Purpose of this document is to demonstrate how R generates summary statistics for continuous variables and categorical variables. Taking advantage of decriptr package, summary statistics, such as standard deviation, median and mean can be efficiently calculated. This document uses iris data set and flights data set from nycflights13 package as sample data to demonstrate the usage of different functions in descriptr package.