Splitting and merging columns are two common tasks involved in transforming data. Column splitting is the process of dividing a single column into multiple columns based on a specified delimiter or a fixed number of characters, and column merging is the process of combining multiple columns into a single column. These two tasks are useful for consolidating data, simplifying structures, and preparing data for analysis.