Chapter 3. Data Preprocessing and Preparation

This chapter covers the following topics:

• Renaming the data variable
• Converting data types
• Working with the date format
• Adding new records
• Filtering data
• Dropping data
• Merging data
• Sorting data
• Reshaping data
• Detecting missing data
• Imputing missing data