Hands-On Exploratory Data Analysis with R

Table of Contents

1. Setting Up Our Data Analysis Environment
2. Importing Diverse Datasets
3. Examining, Cleaning, and Filtering
4. Visualizing Data Graphically with ggplot2
5. Creating Aesthetically Pleasing Reports with knitr and R Markdown
6. Univariate and Control Datasets
7. Time Series Datasets
8. Multivariate Datasets
9. Multi-Factor Datasets
10. Handling Optimization and Regression Data Problems
11. Next Steps