We wish to create new columns (or overwrite existing columns) in a data frame by carrying out simple transformations to existing columns.
Common Scenarios where we cover the basic yet commonly used data transformation scenarios, e.g. create a new column that is the ratio of two existing columns.
Multiple Transformations where we cover how to succinctly specify multiple data transformations.