Exercise 1 – Cleaning and Describing Data Using Python
Welcome to Chapter 3! In this chapter, you’ll learn how to clean and describe data using Python. Cleaning and describing data also include aspects such as validating data and exploring it, a process known as exploratory data analysis (EDA). This chapter will introduce you to loading, validating, and exploring such data.
In this chapter, we’re going to cover the following main topics:
- Data types
- Loading the Exercise 1 data using Python
- Cleaning missing values and invalid data
- Finding NaN values and invalid data types and addressing them
- Performing descriptive statistics analysis using EDA in Python
