Data Wrangling: Quick Guide for dplyr, data.table and R build-in data.frame
The dplyr and data.table part are based on the courses Data Manipulation in R with dplyr and Data Manipulation in R, the data.table way on DataCamp. Hope the description along with the code in this guide help you understand the basic data wrangling in R clearly.