Data Management with R

This folder contains the fixed Bookdown version of the Data Management with R materials.

The previous combined file placed multiple chapters into one .Rmd file, which caused duplicate chunk-label errors such as setup. This version splits the content back into separate chapter files and prefixes code chunk labels so they are unique across the book.

Files included

• index.Rmd – book landing page and introduction
• 01_project_setup.Rmd – project setup and Git/GitHub workflow
• 02_tidyverse_basics.Rmd – tidyverse basics
• 03_joining_data.Rmd – joining data
• 04_data_cleaning.Rmd – data cleaning and data management
• 05_strings_regex.Rmd – strings and regular expressions
• 06_visualization.Rmd – visualization and advanced cleaning
• 07_exploratory_analysis.Rmd – exploratory analysis project
• 08_storyboard_reporting.Rmd – storyboard and reporting
• _bookdown.yml – bookdown chapter order and output folder
• _output.yml – output settings
• style.css – basic styling

How to render the book

Open the RStudio project, then run:

bookdown::clean_book()
bookdown::render_book("index.Rmd")

The rendered book will be created in the docs/ folder.

Folder reminders

Keep raw datasets in:

Raw Data/

Save generated files in:

Outputs/

Citation

If referencing this project, please cite:

Nabavi, N. Data Management with R: Practical Teaching Materials for Reproducible Data Wrangling and Analysis.

Bookdown project.