IV
Data Wrangling

The following data wrangling chapters provide you with the necessary skills for understanding, loading, manipulating, reshaping, and exploring data structures. Perhaps the most time-consuming part of data science is preparing and exploring your data set, and learning how to perform these tasks programmatically can make the process easier and more transparent. Mastering these skills is thus vital to being an effective data scientist.