We will start by setting up the R toolkit for exploratory data analysis, dig deep into the concepts of importing data into R, cleaning and manipulating data, and then move onto visualizing data, before producing reproducible data reports.
The following chapters will be covered in this section:
- Chapter 1, Setting Up Our Data Analysis Environment
- Chapter 2, Importing Diverse Datasets
- Chapter 3, Examining, Cleaning, and Filtering
- Chapter 4, Graphically Visualize Data with ggplot2
- Chapter 5, Creating Aesthetically Pleasing Reports with Knitr and R Markdown
