What is R NoteBook?

What is R MarkDown?

For building dynamic texts in R Programming Language that are simple to share and recreate using the R Markdown file format. It enables you to create and run R code within a single document and then display the outcome in a variety of forms, such as HTML, PDF, and MS Word....

What is R NoteBook?

R Notebook is an interactive document format that integrates narrative text, data visualizations, and other multimedia components with implemented code written in the R programming language. It enables users to produce and distribute documents with data analysis, visualization, and interpretations of the source code and data....

R Notebook Vs R Markdown

R Markdown allows you to form dynamic documents that incorporate R code and text.  It is a lightweight markup language while R Notebook is an interactive notebook interface that allows you to compile R code, visualize output, and form documents in real-time. R Markdown has complete support for LaTeX (A less-overhead procedure or writing reports that include R code and self-generated output), which shows that you can use LaTeX commands and syntax can be used to format text and create equations, tables, and figures in your document moreover R Notebook also supports LaTeX, but it is not as completely integrated as in R Markdown. You have to use the HTML output format and include LaTeX code in HTML code blocks. R Markdown documents are executed in a non-interactive R environment using the knitr( a lightweight API and literate programming engine designed to provide complete control of the output ) package to process code chunks and give output while R Notebook allows for interactive code chunks, which means you can run code and view output directly in the document. This is useful for exploratory analysis and data visualization. R Markdown is designed for creating documents with a wide range of output formats, including HTML, PDF, and Microsoft Word, and R Notebook is designed for interactive use and is ideal for sharing analysis and results with others in real-time....

Difference between R MarkDown and R NoteBooka

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Features of R Notebook and R Markdown

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....

Application of R Notebook and R Markdown

Interactive widgets are offered by both R Notebook and R Markdown, allowing users to manipulate and interact with data directly within the document using features such as sliders, drop-down lists, and buttons. This capability can improve the user experience and promote more adaptable data exploration and analysis. R Notebook and R Markdown facilitate the inline execution of R code, which allows users to insert code into markdown or text elements and run it directly within the document. This feature enables the creation of self-contained, dynamic documents that can be easily edited and updated. R Notebook and R Markdown utilize code caching to enhance performance and minimize execution time. This technique involves storing previously executed code in memory and reusing it as needed, which can be especially advantageous for lengthy or computationally intensive analyses. R Notebook and R Markdown are constructed using the Knitr package, which offers robust capabilities for producing top-notch reports and documents from R code. Knitr empowers users to generate personalized output formats, integrate external data sources, and seamlessly incorporate them with various tools and platforms. R Notebook and R Markdown provide abundant options for customization and theming, enabling users to adjust the design and functionality of their documents according to their preferences. This includes the capacity to customize fonts, colors, and styles, as well as to integrate logos, headers, and footers....