AnttiRask / Data-Wrangling-with-R

Data Wrangling with R, Published by Packt

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 ]

1. Fundamentals of Data Wrangling
2. Load & Explore Datasets
3. Basic Data Visualization

Part 2: [ Data Wrangling ]

4. Working with Strings
5. Working with Numbers
6. Working with Date and Time
7. Transformations with base R
8. Transformations with tidyverse libraries
9. Exploratory Data Analysis

Part 3: [ Data Visualization ]

10. Introduction to ggplot2
11. Enhanced Visualizations with ggplot2
12. Other Data Visualization Options

Part 4: [ Modeling ]

13. Build a Model with R
14. Build an Application with Shiny in R

Data Wrangling with R, Published by Packt