What is the difference between R Markdown vs R Script?
Career: R Markdown
| Aspect | R Markdown | R Script |
|---|---|---|
| Purpose | Creates dynamic documents combining code, output, and narrative | Contains only executable R code for analysis |
| Work Environment | Used in data analysis, reporting, and presentation | Used mainly for scripting and data processing |
| Required Credentials | Knowledge of R, Markdown syntax, and RStudio | Knowledge of R programming |
| Usage in Industry | Reporting, reproducible research, dashboards | Data analysis, automation, scripting |
R Markdown is designed for creating comprehensive reports that combine code, output, and narrative, making it ideal for documentation and presentation. R Script, on the other hand, is focused solely on writing executable code for data analysis and automation. Both are essential tools in data science, but they serve different purposes within the workflow.