It is often said that data professionals spend 80% of their time cleaning data and only 20% analyzing it. In this chapter, you'll learn useful functions for cleaning text and DateTime data, two of the trickiest data types to clean. You'll extract date and time components, calculate intervals, and perform a host of common text manipulations on a dataset of the highest-grossing films.