Chapter 5 Data Wrangling

This chapter gives an overview of the most important data manipulation functions used throughout this book.

Experienced readers will find more information about data imports here

It is a fact that the data import and manipulation part of analyses often takes more time than the actual analysis or visualization itself. This is because the exchange data formats are not standardized and meters and sensors record at different time intervals. Data quality, missing data, data imputation and data cleansing also play a major role.