Hands-On Exploratory Data Analysis with R
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Section 1: Setting Up Data Analysis Environment

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 1Setting Up Our Data Analysis Environment
  • Chapter 2Importing Diverse Datasets
  • Chapter 3, Examining, Cleaning, and Filtering
  • Chapter 4Graphically Visualize Data with ggplot2
  • Chapter 5Creating Aesthetically Pleasing Reports with Knitr and R Markdown