Data Wrangling with R
This GitHub repository holds the coding files for the book Data Wrangling with R, by Gustavo R Santos.
The book has 14 chapters, being 13 of them with code. Here is the chapters outline:
Part 1: [ Load & Explore Data ]
- Fundamentals of Data Wrangling
- Load & Explore Datasets
- Basic Data Visualization
Part 2: [ Data Wrangling ]
- Working with Strings
- Working with Numbers
- Working with Date and Time
- Transformations with base R
- Transformations with tidyverse libraries
- Exploratory Data Analysis
Part 3: [ Data Visualization ]
- Introduction to ggplot2
- Enhanced Visualizations with ggplot2
- Other Data Visualization Options
Part 4: [ Modeling ]
- Build a Model with R
- Build an Application with Shiny in R
Data Wrangling with R, Published by Packt