Chapter 2 What is exploratory data analysis?

Data analysis is a process of cleaning, transforming, inspecting and modelling data with the aim of extracting information.

Data analysis includes:

• exploratory data analysis,
• confirmatory data analysis, and
• initial data analysis.

In a confirmatory data analysis, the focus is on statistical inference and includes processes such as testing hypothesis, model selection, or predictive modelling.