Two great posts on the R pipe operator

https://www.r-bloggers.com/getting-started-with-dplyr-in-r-using-titanic-dataset/

https://www.r-statistics.com/2014/08/simpler-r-coding-with-pipes-the-present-and-future-of-the-magrittr-package/