Difference between R MarkDown and R NoteBooka
R Notebook |
R Markdown |
R NoteBook is denoted by .rmd with a special YAML header that signifies it as a notebook. | R MarkDown is denoted by .Rmd file extension. |
They are knitted to generate reports, presentations, and other documents | They are knitted to create HTML, PDF, and Word documents, but the output will not include interactive code cells. |
R Notebooks allow users to execute cells in any order. | R Markdown files require cells to be executed in order from top to bottom. |
It has a more notebook-like layout with cells for code, text, and output. | It documents more linear and follows a more traditional document structure. |
R Notebooks allow for interactive code execution. | R Markdown only supports static code execution. |
It allows for dynamic and interactive data visualization. | R Markdown linearly documents only allow for static visualization. |
It provides more flexibility in terms of output options and allows for the customization of output formats like HTML, PDF, and Word. | It doesn’t provide more flexibility in terms of output options and allows for the customization of output formats |
R Markdown is primarily used for documentation purposes | R Notebooks are used for interactive data analysis and exploration. |
They can automatically install required packages for code execution. | They require packages to be installed manually or specified in the YAML header. |
R Notebooks maintain the state of the R environment across cells. | R Markdown documents do not. |
R Notebooks are better suited for smaller analyses or exploratory work. | R Markdown is better suited for larger-scale projects with more complex requirements. |
Difference Between R MarkDown and R NoteBook
In this article, we will learn about two very commonly used R interfaces that is R MarkDown and R Notebook then we will also compare the two to analyze the difference between the two.