Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/nanxstats/awesome-shiny-extensions

🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny
https://github.com/nanxstats/awesome-shiny-extensions

List: awesome-shiny-extensions

awesome awesome-list rshiny shiny shiny-apps shiny-for-python shiny-inputs shiny-themes

Last synced: about 1 month ago
JSON representation

🐝 Awesome R and Python packages offering extended UI or server components for the web framework Shiny

Awesome Lists containing this project

README 

        


  


  awesome-shiny-extensions logo

  


  





# Awesome Shiny Extensions



[![Awesome](https://awesome.re/badge.svg)](https://github.com/sindresorhus/awesome)



A curated list of awesome R and Python packages offering extended UI or

server components to the web framework [Shiny](https://shiny.posit.co/).



Your contribution is welcomed. Please create a pull request or issue to

add packages to the list.






- Inspired by: [awesome-react-components](https://github.com/brillout/awesome-react-components) and [awesome-rshiny](https://github.com/grabear/awesome-rshiny).

- Please send pull requests: [contributing guide](.github/CONTRIBUTING.md) and [code of conduct](.github/CODE-OF-CONDUCT.md).

- A special thanks to all the package authors for making the world a better place!






## Contents



- [Theming](#theming)

  - [Generic Theming](#generic-theming)

  - [Dashboard Theming](#dashboard-theming)

  - [Mobile Theming](#mobile-theming)

  - [Theme Customization](#theme-customization)

- [UI Components](#ui-components)

  - [Bootstrap](#bootstrap)

  - [File Input](#file-input)

  - [Special Input](#special-input)

  - [Loader](#loader)

  - [Feedback / Alert / Notification](#feedback--alert--notification)

  - [Walkthrough / Tooltip / Help](#walkthrough--tooltip--help)

  - [Clipboard](#clipboard)

  - [Color Picker](#color-picker)

  - [Editor](#editor)

  - [Chat](#chat)

  - [Table](#table)

  - [Drawers](#drawers)

  - [Drag and Drop](#drag-and-drop)

  - [Text](#text)

  - [Image / Audio / Video](#image--audio--video)

  - [PDF](#pdf)

  - [Icon Font](#icon-font)

  - [Image Comparison](#image-comparison)

  - [Code Diff](#code-diff)

  - [Calendar](#calendar)

  - [Notebooks](#notebooks)

  - [Animation Effects](#animation-effects)

  - [i18n](#i18n)

  - [React](#react)

  - [Vue.js](#vuejs)

  - [Advanced Interactivity](#advanced-interactivity)

- [Visualization](#visualization)

  - [General-Purpose](#general-purpose)

  - [Scatterplot](#scatterplot)

  - [Parallel Coordinates](#parallel-coordinates)

  - [Time Series](#time-series)

  - [Tree and Hierarchical Data](#tree-and-hierarchical-data)

  - [Network and Graph Data](#network-and-graph-data)

  - [Categorical Data](#categorical-data)

  - [Diagrams](#diagrams)

  - [Heatmap](#heatmap)

  - [Maps and Spatial Data](#maps-and-spatial-data)

  - [Sparkline](#sparkline)

  - [Word Cloud](#word-cloud)

  - [Biological Data](#biological-data)

  - [Chemical Data](#chemical-data)

  - [WebGL](#webgl)

  - [Augmented and Virtual Reality](#augmented-and-virtual-reality)

- [Frameworks](#frameworks)

  - [Foundational frameworks](#foundational-frameworks)

  - [Scaffolding](#scaffolding)

  - [Framework extensions](#framework-extensions)

- [Backend](#backend)

  - [Database](#database)

  - [Persistent Data Storage](#persistent-data-storage)

  - [API Frameworks](#api-frameworks)

  - [URL Routing](#url-routing)

  - [Authentication](#authentication)

  - [Job Scheduling](#job-scheduling)

  - [Web APIs Integration](#web-apis-integration)

  - [Notification Integration](#notification-integration)

  - [Cloud Integration](#cloud-integration)

  - [G Suite Integration](#g-suite-integration)

- [Deploy](#deploy)

  - [Remote Deploy](#remote-deploy)

  - [Desktop Deploy](#desktop-deploy)

  - [Static Server Deploy](#static-server-deploy)

- [Developer Tools](#developer-tools)

  - [Prototyping](#prototyping)

  - [Modularization](#modularization)

  - [Debugging](#debugging)

  - [Testing](#testing)

  - [Profiling](#profiling)

  - [Scaling](#scaling)

  - [Monitoring and Analytics](#monitoring-and-analytics)

- [Miscellaneous](#miscellaneous)

  - [UI Customization](#ui-customization)

  - [Dependency Resolution](#dependency-resolution)

  - [Editor Extensions](#editor-extensions)

  - [Books](#books)

  - [Videos / Screencasts](#videos--screencasts)

- [Shiny for Python](#shiny-for-python)

  - [Python - Theming](#python---theming)

  - [Python - UI Components](#python---ui-components)

  - [Python - Frameworks](#python---frameworks)

  - [Python - Deploy](#python---deploy)

  - [Python - Persistent Data Storage](#python---persistent-data-storage)



## Theming



*An awesome Shiny app often looks different from the default Bootstrap theme.*



### Generic Theming



- [shinythemes](https://github.com/rstudio/shinythemes) - Bootswatch themes (Bootstrap 3) for Shiny.

- [shiny.semantic](https://github.com/Appsilon/shiny.semantic) - Fomantic UI (formerly Semantic UI) for Shiny.

- [shiny.fluent](https://github.com/Appsilon/shiny.fluent) - Fluent UI for Shiny apps.

- [shiny.blueprint](https://github.com/Appsilon/shiny.blueprint) - Palantir's Blueprint for Shiny apps.

- [shinymaterial](https://github.com/ericrayanderson/shinymaterial) - Material Design for Shiny with Materialize.css.

- [shinyUIkit](https://github.com/RinteRface/shinyUIkit) - UIkit API for Shiny.

- [fullPage](https://github.com/RinteRface/fullPage) - Single page styles for Shiny apps.

- [shinybulma](https://github.com/RinteRface/shinybulma) - Bulma.io for Shiny.

- [shinyChakraUI](https://github.com/stla/shinyChakraUI) - Chakra UI for Shiny.

- [shinyMetroUi](https://github.com/RinteRface/shinyMetroUi) - Metro 4 UI for Shiny.

- [shinyNextUI](https://github.com/RinteRface/shinyNextUI) - NextUI for Shiny.

- [gridlayout](https://github.com/rstudio/gridlayout) - Build dashboard-style layouts for Shiny and R Markdown using CSS Grid.

- [flexlayout](https://github.com/the-y-company/flexlayout) - A responsive three-column layout for Shiny. Creates up-to three-column layout where the left and right columns collapse into offcanvas elements on tablets and mobile devices.



### Dashboard Theming



- [shinydashboard](https://github.com/rstudio/shinydashboard) - Shiny dashboarding framework based on AdminLTE 2.

- [shinydashboardPlus](https://github.com/RinteRface/shinydashboardPlus) - Additional AdminLTE 2 components for shinydashboard.

- [gentelellaShiny](https://github.com/RinteRface/gentelellaShiny) - Bootstrap 3 Gentelella theme for Shiny dashboards.

- [semantic.dashboard](https://github.com/Appsilon/semantic.dashboard) - Fomantic UI for Shiny dashboards.

- [bs4Dash](https://github.com/RinteRface/bs4Dash) - Bootstrap 4 Shiny dashboards using AdminLTE 3.

- [argonDash](https://github.com/RinteRface/argonDash) - Bootstrap 4 Argon template for Shiny dashboards.

- [tablerDash](https://github.com/RinteRface/tablerDash) - Tabler dashboard template for Shiny with Bootstrap 4.



### Mobile Theming



- [miniUI](https://github.com/rstudio/miniUI) - Widgets and layouts for Shiny apps working on small screens. Designed for creating Shiny Gadgets.

- [shinyMobile](https://github.com/RinteRface/shinyMobile) - Theming Shiny apps with Framework7, a full featured HTML framework for building iOS & Android apps.



### Theme Customization



- [bslib](https://github.com/rstudio/bslib) - Tools for theming Shiny and R Markdown from R via Bootstrap (3 or 4) Sass.

- [fresh](https://github.com/dreamRs/fresh) - Create fresh themes for use in shiny & shinydashboard applications and flexdashboard documents.

- [Rnightly](https://github.com/feddelegrand7/Rnightly) - An R wrapper of the JavaScript library Nightly.

- [linne](https://github.com/JohnCoene/linne) - Write CSS in R.

- [designer](https://github.com/ashbaldry/designer) - Shiny UI prototype builder allowing drag and drop UI components before saving the equivalent R code.



## UI Components



*Frontend UI components for special input/output types.*



### Bootstrap



- [bsplus](https://github.com/ijlyttle/bsplus) - Bootstrap 3 addons for Shiny and R Markdown (collapsible elements, accordion panels, accordion-sidebar sets, tooltips, popovers, modals, carousels).

- [bsutils](https://github.com/the-y-company/bsutils) - UI utilities for Bootstrap 5 and Shiny.

- [litter](https://github.com/devOpifex/litter) - Lit components for Shiny.

- [ShinyWidgets](https://github.com/dreamRs/shinyWidgets) - Bootstrap 3 custom widgets for Shiny (switches, checkboxes, sweet alerts, slider text, knob inputs, select pickers, search bar, dropdown buttons).

- [shinyBS](https://github.com/ebailey78/shinyBS) - Bootstrap 3 components for Shiny (alerts, tooltips, popovers, modals, collapsible panels, button upgrades).

- [shinyLP](https://github.com/jasdumas/shinyLP) - Bootstrap 3 landing pages for Shiny apps.

- [shinypanels](https://github.com/datasketch/shinypanels) - Shiny layout with collapsible panels.

- [slickR](https://github.com/yonicd/slickR) - Carousels for Shiny apps using slick.js.

- [spsComps](https://github.com/lz100/spsComps) - Additional Bootstrap 3 custom UI components (gallery, panels, buttons, animation and more) and additional Shiny server components (exception catch, validation, etc.).



### File Input



- [shinyFiles](https://github.com/thomasp85/shinyFiles) - A server-side file system viewer for Shiny.

- [directoryInput](https://github.com/wleepang/shiny-directory-input) - Shiny input widget for selecting directories.



### Special Input



- [shinyTime](https://github.com/burgerga/shinyTime) - A timeInput widget for Shiny.

- [shinyDatetimePickers](https://github.com/stla/shinyDatetimePickers) - Datetime pickers for Shiny.

- [DateTimeRangePicker](https://github.com/stla/DateTimeRangePicker) - A datetime range picker widget for Shiny.

- [shinyMatrix](https://github.com/INWTlab/shinyMatrix) - Matrix input for Shiny.

- [shinyCleave](https://github.com/carlganz/shinyCleave) - Customized text inputs (phone number, ZIP code, currency, credit card) based on Cleave.js.

- [shinySelect](https://github.com/stla/shinySelect) - A wrapper of the react-select library that supports grouped, sortable items with Font Awesome icons, KaTeX formulas, and Bootstrap tooltips.

- [regexSelect](https://github.com/yonicd/regexSelect) - Enable regular expression searches within a Shiny selectize object.

- [cascadeSelect](https://github.com/stla/cascadeSelect) - Cascade select widget for Shiny, useful for selection of hierarchical choices.

- [reactCheckbox](https://github.com/stla/reactCheckbox) - Checkbox group input for Shiny, with a head checkbox allowing to check or uncheck all the checkboxes in the group.

- [ShinyRatingInput](https://github.com/stefanwilhelm/ShinyRatingInput) - Star rating inputs for Shiny based on bootstrap-rating.

- [algo](https://github.com/feddelegrand7/algo) - Implements the Algolia Places address search auto completion menu on shiny text inputs.

- [shinyChakraSlider](https://github.com/stla/shinyChakraSlider) - Combined slider and number input for Shiny.

- [histoslider](https://github.com/cpsievert/histoslider) - A histogram slider input binding for Shiny. Supports creating histograms from numeric, date, and date-time vectors.

- [shinynlq](https://github.com/Appsilon/shinynlq) - Natural language queries (NLQs) for Shiny as a bslib custom component.

- [shinyMultiActionButton](https://github.com/stla/shinyMultiActionButton) - A multi-action button for Shiny.

- [NestedMenu](https://github.com/stla/NestedMenu) - Multi-level dropdown menu selection input.

- [codeModules](https://github.com/statistikat/codeModules) - Shiny modules to import/manipulate/export tabular data, download plots/tables/widgets, and output code with syntax highlighting using highlight.js.

- [shiny-highlight-rmarkdown](https://github.com/nanxstats/shiny-highlight-rmarkdown) - R code and R Markdown code output syntax highlighting using highlight.js.



### Loader



- [shinycssloaders](https://github.com/daattali/shinycssloaders) - CSS loader animations for Shiny outputs.

- [shinycustomloader](https://github.com/emitanaka/shinycustomloader) - Custom css/html or gif/image loaders for Shiny outputs.

- [shinybusy](https://github.com/dreamRs/shinybusy) - Minimal busy indicator for Shiny apps.

- [shiny.emptystate](https://github.com/Appsilon/shiny.emptystate) - Empty state components for Shiny.

- [shinydisconnect](https://github.com/daattali/shinydisconnect) - Show a nice message when a Shiny app disconnects or errors.

- [waiter](https://github.com/JohnCoene/waiter) - Splash loading screens for Shiny.

- [sever](https://github.com/JohnCoene/sever) - Customize Shiny's disconnected screen.

- [shiny-fcp-loader](https://github.com/nanxstats/shiny-fcp-loader) - Shiny app template with a loading screen that aims to minimize the time to First Contentful Paint (FCP).

- [shiny-loading-skeleton](https://github.com/nanxstats/shiny-loading-skeleton) - Shiny app template with an animated, fully customizable skeleton loader.



### Feedback / Alert / Notification



- [shinyFeedback](https://github.com/merlinoa/shinyFeedback) - Display user feedback next to Shiny inputs.

- [shinyalert](https://github.com/daattali/shinyalert) - Create pretty popup messages (modals) in Shiny apps.

- [shinytoastr](https://github.com/MangoTheCat/shinytoastr) - Notifications for Shiny apps, via toastr.

- [shinyToastify](https://github.com/stla/shinyToastify) - A wrapper of the React-Toastify library for Shiny.

- [shinypop](https://github.com/dreamRs/shinypop) - Collection of notifications, confirm dialogs, and alerts for Shiny apps based on noty, notie, push.js, and notiflix.

- [shinyvalidate](https://github.com/rstudio/shinyvalidate) - Add input validation capabilities to Shiny.

- [awn](https://github.com/JohnCoene/awn) - Awesome Notifications for Shiny.



### Walkthrough / Tooltip / Help



- [rintrojs](https://github.com/carlganz/rintrojs) - Wrapper for Intro.js to create step-by-step introductions and clickable hints.

- [tippy](https://github.com/JohnCoene/tippy) - Wrapper for Tippy.js to add tooltips to R Markdown documents or Shiny apps.

- [cicerone](https://github.com/JohnCoene/cicerone) - Create guided tours for Shiny apps using driver.js.

- [shinyhelper](https://github.com/cwthom/shinyhelper) - Add Markdown help files to Shiny app elements.

- [scrollrevealR](https://github.com/feddelegrand7/scrollrevealR) - Animate shiny elements when they scroll into view using the scrollrevealjs library.

- [faq](https://github.com/jienagu/faq) - Accordion-based FAQ component with expand/collapse control.

- [flashCard](https://github.com/jienagu/flashCard) - HTML widget for creating flippable flash cards.

- [prompter](https://github.com/etiennebacher/prompter) - Add tooltips in Shiny apps with 'hint.css'.



### Clipboard



- [rclipboard](https://github.com/sbihorel/rclipboard) - Wrapper for clipboard.js to create copy-to-clipboard buttons for Shiny apps.



### Color Picker



- [colourpicker](https://github.com/daattali/colourpicker) - A colour picker tool for Shiny.

- [gradientPickerD3](https://github.com/peikert/gradientPickerD3) - Interactive color gradient picker based on jquery-gradient-picker.

- [gradientInput](https://github.com/daattali/shiny-colour-gradient-input) - Another approach at gradient colour picker, implemented using the `colourpicker` package.



### Editor



- [aceEditor](https://github.com/stla/aceEditor) - Ace editor as an HTML widget based on react-ace.

- [shinyAce](https://github.com/trestletech/shinyAce) - Ace code editor bindings for Shiny.

- [shinyMonacoEditor](https://github.com/stla/shinyMonacoEditor) - The Monaco Editor in Shiny.

- [shinyMCE](https://github.com/mul118/shinyMCE) - TinyMCE WYSIWYG editor bindings for Shiny.

- [sqlquery](https://github.com/dreamRs/sqlquery) - HTML widget for writing SQL queries with autocompletion for SQL keywords and table/field names.



### Chat



- [chattr](https://github.com/mlverse/chattr) - Interact with large language models (LLMs) in RStudio through the R console or Shiny gadget.

- [gptstudio](https://github.com/MichelNivard/gptstudio) - Incorporate use of large language models (LLMs) into project workflows, with Shiny bindings for streamingMessage components.

- [shinyChatR](https://github.com/julianschmocker/shinyChatR) - Reusable chat module for Shiny apps. Allows sending messages and view messages from other users. Messages can be stored in a database or a `.rds` file.



### Table



- [DT](https://github.com/rstudio/DT) - R interface to the DataTables library.

- [reactable](https://github.com/glin/reactable) - Interactive data tables for R, based on the React Table library and made with reactR.

- [reactable.extras](https://github.com/Appsilon/reactable.extras) - Enhanced functionality for reactable in Shiny applications, with interactive and dynamic data table capabilities.

- [reactablefmtr](https://github.com/kcuilla/reactablefmtr) - Simplify the styling, formatting, and customization of tables made with reactable.

- [kableExtra](https://github.com/haozhu233/kableExtra) - Construct complex table with `knitr::kable()` and pipes.

- [formattable](https://github.com/renkun-ken/formattable) - Table elements formatting and styling for R Markdown documents and Shiny apps.

- [flextable](https://github.com/davidgohel/flextable) - Create tables for reporting with format and layout control.

- [gt](https://github.com/rstudio/gt) - Generate information-rich, publication-quality tables.

- [rhandsontable](https://github.com/jrowen/rhandsontable) - Create Excel-like editable tables in Shiny apps.

- [DTedit](https://github.com/jbryer/DTedit) - Editable DataTables for Shiny apps.

- [dteditmod](https://github.com/DavidPatShuiFong/DTedit) - A fork of DTedit with a modular implementation and more [documentation](https://rpubs.com/DavidFong/DTedit).

- [texPreview](https://github.com/yonicd/texPreview) - Preview and save images of rendered snippets of LaTeX in RStudio viewer, R Markdown and Shiny.

- [basictabler](https://github.com/cbailiss/basictabler) - Construct rich tables for output to HTML/Excel.

- [pivottabler](https://github.com/cbailiss/pivottabler) - Create pivot tables in R.

- [pivta](https://github.com/feddelegrand7/pivta) - R wrapper for WebDataRocks, an interactive pivot table component for data analysis.

- [excelR](https://github.com/Swechhya/excelR) - R interface to the jExcel.js library.

- [xSpreadsheet](https://github.com/MichaelHogers/xSpreadsheet) - R wrapper for the JavaScript canvas spreadsheet library x-spreadsheet.



### Drawers



- [pushbar](https://github.com/JohnCoene/pushbar) - Brings pushbar.js to Shiny. Create off-canvas sliding drawers for inputs, outputs, or any other content.



### Drag and Drop



- [shinyDND](https://github.com/ayayron/shinydnd) - Create drag and drop elements in Shiny.

- [sortable](https://github.com/rstudio/sortable) - HTML widget for SortableJS that enables drag-and-drop behavior and reorderable elements.

- [dragulaR](https://github.com/zzawadz/dragulaR) - R interface for the dragula JavaScript library for moving around elements in Shiny apps.

- [dndselectr](https://github.com/serenity-r/dndselectr) - Drag-and-drop Shiny select input.

- [esquisse](https://github.com/dreamRs/esquisse) - Drag and drop inputs and visual builder for ggplot2.



### Text



- [marker](https://github.com/JohnCoene/marker) - Highlight text in Shiny with markjs.



### Image / Audio / Video



- [shinysense](https://github.com/nstrayer/shinysense) - A series of shiny modules to help Shiny sense the world around it (draw, swipe cards, record images from a webcam, record audio, capture accelerometer data).

- [pixels](https://github.com/javierluraschi/pixels) - HTML widget and Shiny Gadget to render and draw pixels.

- [fabricerin](https://github.com/feddelegrand7/fabricerin) - Create HTML5 canvas in Shiny and R Markdown documents based on Fabric.js.

- [heyshiny](https://github.com/jcrodriguez1989/heyshiny) - Speech to text input.

- [vembedr](https://github.com/ijlyttle/vembedr) - Embed videos in R Markdown documents and Shiny apps.

- [webcamR](https://github.com/ginberg/webcamR) - HTML widget wrapper around the react-webcam library.

- [drawer](https://github.com/lz100/drawer) - A front-end only image editor for both Shiny and R Markdown.

- [shinyscreenshot](https://github.com/daattali/shinyscreenshot) - Capture screenshots of entire pages or parts of pages in Shiny apps.



### PDF



- [rpdf](https://github.com/yonicd/rpdf) - Mozilla pdf.js htmlwidget for R.



### Icon Font



- [fontawesome](https://github.com/rstudio/fontawesome) - Insert FontAwesome icons into R Markdown documents and Shiny apps.

- [icongram](https://github.com/r4fun/icongram) - Interface to Icongram, easily fetch svg icons with a single function.



### Image Comparison



- [vdiffr](https://github.com/r-lib/vdiffr) - Visual regression testing and graphical diffing, with toggle, slide, and diff widgets for comparing two images.



### Code Diff



- [diffviewer](https://github.com/r-lib/diffviewer) - HTML widget to visually compare files (text, images, and data frames).

- [diffr](https://github.com/muschellij2/diffr) - Create code diff widgets based on codediff.js.

- [diffRgit](https://github.com/abossi/diffRgit) - Create an HTML git diff widget using the diff2html library.

- [jsondiff](https://github.com/bergant/jsondiff) - R interface to jsondiffpatch for comparing R objects as JSONs.



### Calendar



- [tuicalendr](https://github.com/dreamRs/tuicalendr) - HTML widget to create interactive calendars with JavaScript library tui-calendar.



### Notebooks



- [robservable](https://github.com/juba/robservable) - [Observable](https://observablehq.com/) notebooks as R htmlwidgets.



### Animation Effects



- [typedjs](https://github.com/JohnCoene/typedjs) - R htmlwidget for animated typing effect with typed.js.

- [countup](https://github.com/JohnCoene/countup) - R htmlwidget that animates a numerical value by counting to it with CountUp.js.

- [textillate](https://github.com/JohnCoene/textillate) - CSS3 text animations with textillate.js.

- [shinyglide](https://github.com/juba/shinyglide) - Create carousel-like or assistant-like (wizard) UI components with Glide.js.

- [d3rain](https://github.com/daranzolin/d3rain) - HTML widget bringing D3 drip to R.

- [hover](https://github.com/r4fun/hover) - Add animations to Shiny button elements using Hover.css.

- [bubblyr](https://github.com/feddelegrand7/bubblyr) - Add animated bubbles to Shiny and R Markdown backgrounds.

- [shinyEffects](https://github.com/RinteRface/shinyEffects) - Customize shiny apps with CSS effects (Zoom / Pulse / Shadow / Shake).



### i18n



- [shiny.i18n](https://github.com/Appsilon/shiny.i18n) - Easy internationalization of Shiny apps.

- [shi18ny](https://github.com/datasketch/shi18ny) - Tools for shiny apps internationalization.



### React



- [reactR](https://github.com/react-R/reactR) - Use React in R with htmlwidget constructor templates and local JavaScript dependencies.

- [shinyReactWidgets](https://github.com/pvictor/shinyReactWidgets) - React widgets for Shiny apps.

- [shiny.react](https://github.com/Appsilon/shiny.react) - Tools for using React in Shiny.



### Vue.js



- [vuer](https://github.com/ramnathv/vuer) - Use Vue components and build Vue apps in R.

- [vueR](https://github.com/vue-r/vueR) - Use Vue.js in R with htmlwidget constructor templates and local JavaScript dependencies.



### Advanced Interactivity



- [htmlwidgets](https://github.com/ramnathv/htmlwidgets) - A framework for creating R bindings to JavaScript libraries.

- [crosstalk](https://github.com/rstudio/crosstalk) - Inter-widget interactivity (for example, linked brushing and filtering) for htmlwidgets.

- [shinyjs](https://github.com/daattali/shinyjs) - Perform common JavaScript operations in Shiny apps.

- [shinyjqui](https://github.com/Yang-Tang/shinyjqui) - Add jQuery UI interactions and effects (e.g. draggable, resizable, sortable elements) to Shiny apps.

- [shiny.collections](https://github.com/Appsilon/shiny.collections) - Google Docs-like live collaboration in Shiny with RethinkDB.

- [shinyCanvas](https://github.com/yonicd/shinyCanvas) - Create and customize an interactive canvas using the D3 JavaScript library and the htmlwidgets package.

- [shinymeta](https://github.com/rstudio/shinymeta) - Record and expose Shiny app logic using metaprogramming.

- [shinyscroll](https://github.com/JohnCoene/shinyscroll) - Scroll to an element in Shiny.

- [pagemapR](https://github.com/swsoyee/pagemapR) - Create a mini map for Shiny apps and R Markdown documents.

- [keys](https://github.com/r4fun/keys) - Assign and listen to keyboard shortcuts in Shiny using the Mousetrap JavaScript library.

- [js4shiny](https://github.com/gadenbuie/js4shiny) - Companion package for 'JavaScript for Shiny Users' workshop, with components to enable using R Markdown for literate programming with JavaScript.

- [flexfilter](https://github.com/the-y-company/flexfilter) - Create a filter from a data frame that enables users to dynamically add filters on each column. The filter dynamically generates the appropriate input for the selected column based on its type.



## Visualization



*Frontend components for interactive visualization of specific data types.*



### General-Purpose



- [plotly](https://github.com/plotly/plotly.R) - Interactive web graphics via plotly.js. Has special support for linking/highlighting/filtering views.

- [highcharter](https://github.com/jbkunst/highcharter) - R wrapper for the highcharts JavaScript charting library.

- [rbokeh](https://github.com/bokeh/rbokeh) - R interface for Bokeh.

- [echarts4r](https://github.com/JohnCoene/echarts4r) - Interactive graphs with Echarts v4.

- [g2r](https://github.com/devOpifex/g2r) - Grammar of graphics for interactive visualization using G2.js.

- [litecharts4r](https://github.com/the-y-company/litecharts4r) - A lite wrapper around echarts.js and echarts4r.

- [r2d3](https://github.com/rstudio/r2d3) - R interface to D3 visualizations.

- [vegalite](https://github.com/hrbrmstr/vegalite) - R ggplot2 bindings for Vega-Lite.

- [vegawidget](https://github.com/vegawidget/vegawidget) - HTML widget renderer for Vega and Vega-Lite.

- [sketch](https://github.com/kcf-jackson/sketch) - Creates static / animated / interactive visualizations embeddable in R Markdown documents and Shiny. Implements an R-to-JavaScript transpiler and enables users to write JavaScript applications using the syntax of R.

- [d3po](https://github.com/pachadotdev/d3po) - Fast and beautiful interactive visualization for R Markdown and Shiny. Acts as intermediate layer between Shiny and D3 by providing templates.

- [ggiraph](https://github.com/davidgohel/ggiraph) - HTML widget that makes ggplot2 graphics interactive. Select graphical elements, add tooltips, animations, and JavaScript actions to the graphics.

- [rfrappe](https://github.com/merlinoa/rfrappe) - HTML widget for the Frappe Charts JavaScript library.

- [tuichartr](https://github.com/dreamRs/tuichartr) - HTML widget for tui-chart.

- [billboarder](https://github.com/dreamRs/billboarder) - HTML widget for billboard.js.

- [apexcharter](https://github.com/dreamRs/apexcharter) - HTML widget for ApexCharts.js.

- [taucharts](https://github.com/hrbrmstr/taucharts) - HTML widget for Taucharts.

- [googleVis](https://github.com/mages/googleVis) - R interface to Google Charts.

- [rroughviz](https://github.com/tidyss/rroughviz) - R warpper for roughViz.js, a JavaScript library for creating sketchy/hand-drawn styled charts.

- [rAmCharts4](https://github.com/stla/rAmCharts4) - R interface to amCharts 4.



### Scatterplot



- [scatterD3](https://github.com/juba/scatterD3) - R scatterplot htmlwidget based on D3.js.

- [pairsD3](https://github.com/garthtarr/pairsD3) - D3 scatterplot matrices.

- [rthreejs](https://github.com/bwlewis/rthreejs) - Interactive 3D scatterplots, networks, and globes based on three.js.

- [graph3d](https://github.com/stla/graph3d) - R wrapper of the JavaScript library vis-graph3d.

- [hpackedbubble](https://cran.r-project.org/package=hpackedbubble) - Split packed bubble charts with highcharts.



### Parallel Coordinates



- [parcoords](https://github.com/timelyportfolio/parcoords) - HTML widget for D3 parallel coordinates chart.



### Time Series



- [dygraphs](https://github.com/rstudio/dygraphs) - R interface to the dygraphs JavaScript charting library.

- [metricsgraphics](https://github.com/hrbrmstr/metricsgraphics) - An htmlwidget interface to the MetricsGraphics.js D3-based charting library.

- [timevis](https://github.com/daattali/timevis) - Interactive timeline visualizations based on vis.js.

- [timelineschart](https://github.com/dreamRs/timelineschart) - R interface to timelines-chart.

- [streamgraph](https://github.com/hrbrmstr/streamgraph) - HTML widget for creating streamgraph visualizations in R.

- [eventdropR](https://github.com/timelyportfolio/eventdropR) - HTML widget for EventDrops, time based and event series interactive visualization using D3.



### Tree and Hierarchical Data



- [D3partitionR](https://github.com/AntoineGuillot2/D3partitionR) - D3-based interactive visualization of nested and hierarchical data (sunburst, treemap, circle treemap, icicle, and partition chart) for Shiny.

- [d3Tree](https://github.com/yonicd/d3Tree) - D3-based collapsible trees for Shiny.

- [collapsibleTree](https://github.com/AdeelK93/collapsibleTree) - D3-based interactive collapsible tree diagrams.

- [jsTree](https://github.com/yonicd/jsTree) - R htmlwidget for inspecting heirachal structures with the jQuery jsTree plugin.

- [shinyTree](https://github.com/shinyTree/shinyTree) - jsTree bindings for creating interactive trees in Shiny.

- [jsTreeR](https://github.com/stla/jsTreeR) - A wrapper of the JavaScript library jsTree.

- [shinyCheckboxTree](https://github.com/stla/shinyCheckboxTree) - Checkbox tree widget for Shiny. Wrapper of the JavaScript library react-checkbox-tree.

- [listviewer](https://github.com/timelyportfolio/listviewer) - View and modify lists interactively, based on jsoneditor and react-json-view.

- [trelliscopejs](https://github.com/hafen/trelliscopejs) - Create interactive Trelliscope displays based on trelliscopejs-lib.

- [Rmarkmap](https://github.com/seifer08ms/Rmarkmap) - Create interactive mind maps with the markmap JavaScript library.



### Network and Graph Data



- [networkD3](https://github.com/christophergandrud/networkD3) - Create D3 network, tree, dendrogram, and Sankey diagram from R.

- [visNetwork](https://github.com/datastorm-open/visNetwork) - Network visualization using vis.js.

- [sigmajs](https://github.com/JohnCoene/sigmajs) - Interface to the sigma.js graph visualization library, including animations, plugins, and Shiny widgets.

- [sigmaNet](https://github.com/iankloo/sigmaNet) - Render igraph networks using sigma.js.

- [chorddiag](https://github.com/mattflor/chorddiag) - R interface to D3 interactive chord diagrams.

- [chordViz](https://github.com/nredell/chordViz) - Create interactive chord diagrams in R.

- [edgebundleR](https://github.com/garthtarr/edgebundleR) - Circular layout plots with bundled edges based on D3.

- [hiveD3](https://github.com/nielsenmarkus11/hiveD3) - D3-based hive plots. [Tutorial](https://www.nielsenmark.us/2018/01/02/creating-a-custom-htmlwidget/) for recreating the package.

- [grapher](https://github.com/JohnCoene/grapher) - An R integration of ngraph to create 3D and 2D interactive graphs.

- [shinyCyJS](https://github.com/jhk0530/shinyCyJS) - Cytoscape.js R binding for Shiny.

- [cyjShiny](https://github.com/cytoscape/cyjShiny) - R/Shiny widget for Cytoscape.js.



### Categorical Data



- [bar](https://github.com/dreamRs/bar) - Interactive one-dimensional proportions chart for representing categorical data.



### Diagrams



- [DiagrammeR](https://github.com/rich-iannone/DiagrammeR) - Diagram, graph, and network visualization based on D3.js, viz.js, and mermaid.js.

- [nomnoml](https://github.com/rstudio/nomnoml) - R interface to nomnoml, a tool for drawing sassy UML diagrams based on syntax with customizable styling.

- [bpmn](https://github.com/bergant/bpmn) - R interface to the bpmn-js library.



### Heatmap



- [d3heatmap](https://github.com/talgalili/d3heatmap) - D3-based interactive heatmaps (highlight rows/columns, zoom in/out, clustering, dendrograms).

- [heatmaply](https://github.com/talgalili/heatmaply) - Interactive heatmaps using plotly.

- [rChartsCalmap](https://github.com/ramnathv/rChartsCalmap) - An htmlwidgets binding for calendar heatmaps using D3.

- [calheatmapR](https://github.com/durtal/calheatmapR) - R interface for the cal-heatmap JavaScript charting library to create calendar heatmaps.

- [nivocal](https://github.com/react-R/nivocal) - HTML widget for drawing calendar heatmaps based on nivo.

- [supercaliheatmapwidget](https://github.com/hrbrmstr/supercaliheatmapwidget) - Supercalifragilistic HTML calendar heatmaps.



### Maps and Spatial Data



- [leaflet](https://github.com/rstudio/leaflet) - R interface to the Leaflet JavaScript library to create interactive maps.

- [leaflet.extras](https://github.com/trafficonese/leaflet.extras) - Extra functionality for the leaflet package.

- [leaflet.extras2](https://github.com/trafficonese/leaflet.extras2) - More plugins for the leaflet package.

- [leafgl](https://github.com/r-spatial/leafgl) - Performant WebGL rendering for leaflet.

- [leaflet.minicharts](https://github.com/rte-antares-rpackage/leaflet.minicharts) - Add and modify small charts on the interactive map created with the leaflet package.

- [leaflet.opacity](https://github.com/be-marc/leaflet.opacity) - Opacity controls for Leaflet maps.

- [leaftime](https://github.com/timelyportfolio/leaftime) - Leaflet-timeline plugin for Leaflet to show changing geospatial data over time.

- [leafletCN](https://github.com/Lchiffon/leafletCN) - China and geojson choropleth maps for Leaflet.

- [leafletGeocoderRshiny](https://github.com/mubashirqasim/leafletGeocoderRshiny) - Leaflet + Pelias geocoding for Shiny.

- [leafdown](https://github.com/hoga-it/leafdown) - Provides drilldown functionality for leaflet choropleths.

- [mapdeck](https://github.com/SymbolixAU/mapdeck) - Interactive maps using Mapbox GL and Deck.gl.

- [deckgl](https://github.com/crazycapivara/deckgl) - R Interface to Deck.gl.

- [r2deck](https://github.com/crazycapivara/r2deck) - R interface to Deck.gl and Mapbox GL visualizations.

- [h3r](https://github.com/scottmmjackson/h3r) - Uber's H3 geographical indexing library bindings for R.

- [googleway](https://github.com/SymbolixAU/googleway) - Access Google Maps API to retrieve data and draw maps.

- [mapview](https://github.com/r-spatial/mapview) - Interactive viewing of spatial data.

- [mapedit](https://github.com/r-spatial/mapedit) - Interactive editing of spatial data.

- [tmap](https://github.com/mtennekes/tmap) - Create thematic maps, such as choropleths and bubble maps.

- [datamaps](https://github.com/JohnCoene/datamaps) - Create interactive choropleth maps with the JavaScript library Datamaps, add arcs and bubbles, change choropleth values, and change labels.

- [topogram](https://github.com/dreamRs/topogram) - Cartogram htmlwidget for visualizing geographical data by distorting a TopoJSON topology using cartogram-chart.

- [rsquaire](https://github.com/Jkassof/rsquaire) - R interface for squaire.js, a JavaScript library for making responsive equal-area square maps using D3.

- [hchinamap](https://cran.r-project.org/package=hchinamap) - Mapping China and its provinces with highcharts.

- [planetary](https://github.com/jonmcalder/planetary) - HTML widget for the planetary.js library for creating interactive globes.

- [gior](https://github.com/JohnCoene/gior) - HTML widget for gio.js for declarative 3D globe data visualization.

- [quickglobe](https://github.com/daranzolin/quickglobe) - View country data via a 3D D3 globe.



### Sparkline



- [sparkline](https://github.com/htmlwidgets/sparkline) - jQuery Sparkline (tiny inline charts) HTML Widget for R. [Use sparklines in DT](https://github.com/leonawicz/HtmlWidgetExamples).

- [reactrend](https://github.com/JohnCoene/reactrend) - Simple, elegant spark lines and trend graphs based on react-trend.

- [trendchart](https://github.com/the-y-company/trendchart) - Small, simple trendchart for R.

- [peity](https://github.com/JohnCoene/peity) - Peity htmlwidget for R.

- [dataui](https://github.com/timelyportfolio/dataui) - Interactive visualizations of data-ui based on vx.



### Word Cloud



- [wordcloud2](https://github.com/lchiffon/wordcloud2) - Word cloud visualization based on wordcloud2.js.

- [hwordcloud](https://cran.r-project.org/package=hwordcloud) - Render word clouds with highcharts.

- [d3wordcloud](https://github.com/jbkunst/d3wordcloud) - HTML widget for D3.js word cloud layout.



### Biological Data



- [igvR](https://github.com/gladkia/igvR) - R package providing interactive connections to igv.js running in a web browser.

- [igvShiny](https://github.com/gladkia/igvShiny) - HTML widget for igv.js, a JavaScript library for embeddable genomic visualization.

- [nglShiny](https://github.com/paul-shannon/nglShiny) - NGL Viewer as an htmlwidget for molecular visualization.

- [shiny.molstar](https://github.com/Appsilon/shiny.molstar) - Shiny wrapper for Mol*, a visualization toolkit of large scale molecular data.

- [msaR](https://github.com/zachcp/msaR) - BioJS-based MSA (multiple sequence alignment) viewer.

- [shiny.gosling](https://github.com/Appsilon/shiny.gosling) - Shiny wrapper for Gosling.js, grammar-based toolkit for scalable and interactive genomics data visualization.

- [TnT](https://github.com/Marlin-Na/TnT) - Track-based visulizations based on the TnT JavaScript libraries. Useful for displaying genomic features as a simple genome browser.

- [mutsneedle](https://github.com/freezecoder/mutsneedle) - Interactive mutation lollipop diagrams.

- [g3viz](https://github.com/G3viz/g3viz) - D3-based interactive lollipop plots.

- [BioCircos.R](https://github.com/lvulliard/BioCircos.R) - Interactive circular visualization of genomic data using htmlwidgets and BioCircos.js.

- [chromoMap](https://github.com/cran/chromoMap) - Interactive visualization and mapping of human chromosomes.

- [ideogRam](https://github.com/freestatman/ideogRam) - HTML widget for chromosome visualization with ideogram.js.

- [flowDashboard](https://github.com/laderast/flowDashboard) - Shiny Modules for visualizing flow cytometry data.

- [qtlcharts](https://github.com/kbroman/qtlcharts) - Interactive graphics for QTL experiments.

- [phylocanvas](https://github.com/zachcp/phylocanvas) - Interactive phylogenetic trees using the Phylocanvas JavaScript library.

- [phylowidget](https://github.com/sdwfrost/phylowidget) - Interactive phylogenetic trees based on phylotree.js.

- [JBrowseR](https://github.com/GMOD/JBrowseR) - R interface to the JBrowse 2 linear genome view.

- [safetyCharts](https://github.com/SafetyGraphics/safetyCharts) - Charts for monitoring clinical trial safety.



### Chemical Data



- [r3dmol](https://github.com/swsoyee/r3dmol) - Visualizing molecular data in 3D, based on 3Dmol.js.

- [chemdoodle](https://github.com/zachcp/chemdoodle) - HTML widget for visualizing and drawing molecules.



### WebGL



- [rgl](https://github.com/cran/rgl) - Render WebGL scenes created with the rgl package ([vignette](https://cran.r-project.org/web/packages/rgl/vignettes/WebGL.html)).

- [rayshader](https://github.com/tylermorganwall/rayshader) - Create and visualize hillshaded maps from elevation matrices.

- [rayrender](https://github.com/tylermorganwall/rayrender) - Build and raytrace 3D scenes.

- [rayimage](https://github.com/tylermorganwall/rayimage) - Render depth of field for images.



### Augmented and Virtual Reality



- [shinyaframe](https://github.com/cran/shinyaframe) - WebVR data visualizations with Shiny and Mozilla A-Frame.

- [arframer](https://github.com/JohnCoene/arframer) - Augmented Reality in R based on AR.js.



## Frameworks



*Shiny app scaffolding and development frameworks built for various purposes.*



### Foundational frameworks



- [Rhino](https://github.com/Appsilon/rhino) - Build high quality, enterprise-grade Shiny apps at speed.

- [golem](https://github.com/ThinkR-open/golem) - Opinionated framework for building production-grade Shiny apps.

- [teal](https://github.com/insightsengineering/teal) - Interactive exploration framework for analyzing clinical trials data, provides a dynamic filtering facility and different data viewers.

- [yonder](https://github.com/nteetor/yonder) - A reactive web framework built on Shiny with Bootstrap 4.



### Scaffolding



- [leprechaun](https://github.com/devOpifex/leprechaun) - Code generator for lean and robust Shiny applications.

- [windy](https://github.com/devOpifex/windy) - Sets up basic scaffold to use Tailwind CSS within an R package for a Shiny application.



### Framework extensions



- [teal.code](https://github.com/insightsengineering/teal.code) - Code storage and execution class for teal applications.

- [teal.data](https://github.com/insightsengineering/teal.data) - Data model for teal applications.

- [teal.logger](https://github.com/insightsengineering/teal.logger) - Logging setup for the teal family of packages.

- [teal.modules.clinical](https://github.com/insightsengineering/teal.modules.clinical) - A set of teal modules for standard clinical outputs.

- [teal.modules.general](https://github.com/insightsengineering/teal.modules.general) - General modules for teal applications.

- [teal.reporter](https://github.com/insightsengineering/teal.reporter) - Reporting tools for Shiny modules.

- [teal.slice](https://github.com/insightsengineering/teal.slice) - Filter module for teal applications.

- [teal.transform](https://github.com/insightsengineering/teal.transform) - Functions and Shiny modules for extracting and merging data within the teal framework.

- [teal.widgets](https://github.com/insightsengineering/teal.widgets) - Shiny widgets for teal applications.



## Backend



*Backend components and service integrations for Shiny apps.*



### Database



- [Best Practices in Working with Databases](https://solutions.posit.co/connections/db/) - Packages and tutorials for connecting R and Shiny apps to databases.

- [pool](https://github.com/rstudio/pool) - Database connection pooling in R.

- [elastic](https://github.com/ropensci/elastic) - R client for the Elasticsearch HTTP API.

- [sergeant](https://github.com/hrbrmstr/sergeant) - Transform and query data with Apache Drill.



### Persistent Data Storage



- [pins](https://github.com/rstudio/pins-r) - Publish data sets, models, and other R objects to folders, Posit Connect, Amazon S3, and more.



### API Frameworks



- [RestRserve](https://github.com/rexyai/RestRserve) - R web API framework for building high-performance and robust microservices and app backends.

- [plumber](https://github.com/rstudio/plumber) - Create web APIs by decorating R code with special comments.

- [valve](https://github.com/JosiahParry/valve) - Create multi-threaded Plumber APIs powered by Rust's tokio and axum web frameworks.

- [opencpu](https://github.com/opencpu/opencpu) - A system for embedded scientific computing and reproducible research with R.

- [communicate](https://github.com/devOpifex/communicate) - Small framework to communicate between Shiny client and server via HTTP requests.



### URL Routing



- [shiny.router](https://github.com/Appsilon/shiny.router) - Minimalistic URL router for Shiny apps.

- [shinyURL](https://github.com/aoles/shinyURL) - Save and restore the state of a Shiny app by encoding the values of user inputs and active tab panels in the app's URL query string.

- [brochure](https://github.com/ColinFay/brochure) - Create natively multi-page Shiny applications to serve content from multiple endpoints. See [blog post](https://colinfay.me/post-request-shiny-app-brochure/) on POST requests support.

- [scenes](https://github.com/shinyworks/scenes) - Switch between alternative UIs based on request properties, such as cookies, paths, query parameters, or HTTP request method.

- [Accepting POST requests from Shiny](https://gist.github.com/jcheng5/2aaff19e67079840350d08361fe7fb20) - Undocumented feature for handling POST requests that are not associated with any specific Shiny session.



### Authentication



- [shinymanager](https://github.com/datastorm-open/shinymanager) - Simple and secure authentification mechanism for single Shiny apps.

- [gargle](https://github.com/r-lib/gargle) - Infrastructure for calling Google APIs from R, including auth.

- [googleAuthR](https://github.com/MarkEdmondson1234/googleAuthR) - Shiny compatible Google API client for authentication with OAuth2.

- [auth0](https://github.com/curso-r/auth0) - Authentication in Shiny apps using Auth0.

- [shinyauthr](https://github.com/PaulC91/shinyauthr) - Server-side authentication using shiny modules.

- [firebase](https://github.com/JohnCoene/firebase) - Authenticate Shiny users with Google Firebase.

- [otp](https://github.com/randy3k/otp) - One-Time Password generation and verification.

- [backendlessr](https://gitlab.com/rresults/backendlessr) - R wrapper for Backendless API to manage users.



### Job Scheduling



- [cronR](https://github.com/bnosac/cronR) - R package for managing cron jobs.



### Web APIs Integration



- [glouton](https://github.com/ColinFay/glouton) - Handle browser cookies in shiny, built on top of js-cookie.

- [cookies](https://github.com/shinyworks/cookies) - Another js-cookie package, with added functionality to handle HttpOnly cookies.

- [geoloc](https://github.com/ColinFay/geoloc) - Use the Geolocation API to get the location of the user (with user's permission).

- [shinyStore](https://github.com/trestletech/shinyStore) - Use the Web Storage API to store persistent, synchronized data in the user's browser.



### Notification Integration



- [slackr](https://github.com/mrkaye97/slackr) - Send messages, images, R objects, and files to Slack channels/users.

- [sendgridr](https://github.com/mrchypark/sendgridr) - Send emails with SendGrid mail API (v3).

- [twilio](https://github.com/seankross/twilio) - R interface to the Twilio API.

- [blastula](https://github.com/rstudio/blastula) - Easily send HTML email messages from R.

- [mjml](https://github.com/JohnCoene/mjml) - Create responsive emails with R and MJML.

- [mailtoR](https://github.com/feddelegrand7/mailtoR) - Creates a friendly user interface for emails sending in Shiny.



### Cloud Integration



- [cloudyr](https://cloudyr.github.io/packages/) - R packages for integrating with AWS, Azure, and Google Cloud.



### G Suite Integration



- [googlesheets4](https://github.com/tidyverse/googlesheets4) - R interface to Google Sheets via the Sheets API v4.

- [googlesheets](https://github.com/jennybc/googlesheets) - R interface to Google Spreadsheets API (no longer under active development).

- [googledrive](https://github.com/tidyverse/googledrive) - R API client for Google Drive.

- [gmailr](https://github.com/r-lib/gmailr) - Access the Gmail RESTful API from R.



## Deploy



*Deploy Shiny apps to the cloud, hosted infrastructure, or desktop.*



### Remote Deploy



- [rsconnect](https://github.com/rstudio/rsconnect) - Deploy Shiny apps to shinyapps.io, or Posit Connect.

- [connectwidgets](https://github.com/rstudio/connectwidgets) - Query a Posit Connect server for a subset of content items, then organize them within htmlwidget components in R Markdown documents or Shiny applications.



### Desktop Deploy



- [RInno](https://github.com/ficonsulting/RInno) - Deploy Shiny apps to Windows by interfacing Inno Setup and Electron.

- [electricShine](https://github.com/chasemc/electricShine) - Create distributable Shiny Electron apps.

- [photon](https://github.com/COVAIL/photon) - RStudio Add-in to build Shiny apps utilizing the Electron framework.

- [DesktopDeployR](https://github.com/wleepang/DesktopDeployR) - A framework for deploying self-contained R-based applications to the desktop.

- [Shiny Meets Electron](https://github.com/ksasso/useR_electron_meet_shiny) - Talk at useR! 2018 on turning Shiny app into standalone desktop apps. [Talk video](https://www.youtube.com/watch?v=ARrbbviGvjc).

- [r-shiny-electron](https://github.com/dirkschumacher/r-shiny-electron) - Template for R Shiny and Electron integration.

- [nativefier](https://github.com/nativefier/nativefier) - Create Electron wrappers for any websites (including remotely deployed Shiny apps).



### Static Server Deploy



- [r-shinylive](https://github.com/posit-dev/r-shinylive) - Run Shiny apps entirely in the browser using WebAssembly via webR.

- [webR](https://github.com/r-wasm/webr) - A version of R compiled for the browser and Node.js using WebAssembly via Emscripten.



## Developer Tools



*Debug, test, and optimize Shiny apps.*



### Prototyping



- [shinyuieditor](https://github.com/rstudio/shinyuieditor) - A GUI for laying out a Shiny application that generates clean and human-readable UI code.

- [shinipsum](https://github.com/ThinkR-open/shinipsum) - Lorem-Ipsum-like helpers for fast Shiny prototyping.

- [fakir](https://github.com/ThinkR-open/fakir) - Create fake data in R for tutorials.

- [shinysnippets](https://github.com/ThinkR-open/shinysnippets) - A series of Shiny related RStudio snippets.



### Modularization



- [tidymodules](https://github.com/Novartis/tidymodules) - An object-oriented approach to Shiny modules.

- [supreme](https://github.com/strboul/supreme) - Structure Shiny applications developed with modules.

- [packer](https://github.com/JohnCoene/packer) - An opinionated framework for using JavaScript with R.

- [box](https://github.com/klmr/box) - Organize code into hierarchical, composable, reusable modules, to use across projects.

- [many](https://github.com/the-y-company/many) - Use multiple directories to build R packages.

- [component](https://github.com/devOpifex/component) - Create components for Shiny, inspired by Vue.js.



### Debugging



- [reactlog](https://github.com/rstudio/reactlog) - Visual debugger for Shiny reactivity.



### Testing



- [shinytest](https://github.com/rstudio/shinytest) - Automated testing for Shiny apps.

- [shinytest2](https://github.com/rstudio/shinytest2) - Automated unit testing of Shiny apps through a headless Chromium browser.

- [shinyloadtest](https://github.com/rstudio/shinyloadtest) - Load testing for Shiny apps.

- [reactor](https://github.com/yonicd/reactor) - Unit testing for Shiny reactivity.

- [shinyValidator](https://github.com/Novartis/shinyValidator) - Audit Shiny apps at each commit.

- [data.validator](https://github.com/Appsilon/data.validator) - Validate dataset and generate a report.



### Profiling



- [profvis](https://github.com/r-lib/profvis) - Interactive visualizations for profiling R code. [Profiling Shiny apps](https://profvis.r-lib.org/examples.html#example-3---profiling-a-shiny-application).

- [shiny.benchmark](https://github.com/Appsilon/shiny.benchmark) - Measure and compare the performance of different versions of a Shiny application.

- [shiny.info](https://github.com/Appsilon/shiny.info) - Displays simple diagnostic information of the Shiny project in the user interface of the app.

- [shiny.tictoc](https://github.com/Appsilon/shiny.tictoc) - Measure Shiny app performance in the browser.



### Scaling



- [promises](https://github.com/rstudio/promises) - Promise-based asynchronous programming for R. [Using promises with Shiny](https://rstudio.github.io/promises/articles/shiny.html).

- [shinyParallel](https://github.com/jcrodriguez1989/shinyParallel) - Run Shiny applications in a multi-session mode.

- [FutureManager](https://github.com/Boehringer-Ingelheim/FutureManager) - Background processes for long-running operations in Shiny applications.

- [shiny.worker](https://github.com/Appsilon/shiny.worker) - Delegate heavy computation tasks to a separate process in a Shiny application.



### Monitoring and Analytics



- [shiny.telemetry](https://github.com/Appsilon/shiny.telemetry) - Track events occurring on a user session and stores them in a local or remote database.

- [shinymetrics](https://github.com/devOpifex/shinymetrics) - Track shiny applications with Shinymetrics, providing analytics and telemetry for Shiny applications.

- [titan](https://github.com/devOpifex/titan) - Prometheus monitoring for Shiny applications, plumber APIs, and other R web services.

- [openmetrics](https://github.com/atheriel/openmetrics) - An opinionated Prometheus client for R conforming to the OpenMetrics standard.

- [pRometheus](https://github.com/cfmack/pRometheus) - Prometheus client library for R, Plumber, and Shiny.



## Miscellaneous



*Not necessarily an R package, but it helps.*



### UI Customization



- [Bootstrap Live Customizer](https://www.bootstrap-live-customizer.com/) - Customize Bootswatch themes (Bootstrap 3) to create your own Bootstrap themes.

- [google-webfonts-helper](https://gwfh.mranftl.com/fonts) - A hassle-free way to self-hosted Google Fonts, useful for air-gapped environments.

- [shinyfullscreen](https://github.com/etiennebacher/shinyfullscreen) - Display HTML elements on full screen using 'screenfull.js'.



### Dependency Resolution



- [renv](https://github.com/rstudio/renv) - Create isolated, portable, and reproducible environments for R projects.

- [packrat](https://github.com/rstudio/packrat) - Parse R package dependencies of Shiny apps with `packrat::appDependencies`.

- [sysreqsdb](https://github.com/r-hub/sysreqsdb) - SystemRequirements mappings for R packages.

- [shinyapps-package-dependencies](https://github.com/rstudio/shinyapps-package-dependencies) - A collection of bash scripts that install system dependencies for R packages.



### Editor Extensions



- [shiny-vscode](https://marketplace.visualstudio.com/items?itemName=posit.shiny) - VS Code extension to run Shiny apps (in R and Python) and create or save Shinylive links.

- [ShinyUiEditor](https://marketplace.visualstudio.com/items?itemName=Posit.shinyuieditor) - A visual tool for building the UI portion of a Shiny application that generates clean and human-readable code.

- [shinysnip](https://marketplace.visualstudio.com/items?itemName=Mohamed-El-Fodil-Ihaddaden.shinysnip) - Simple Shiny code snippets generator in VS Code.

- [textmate.rstheme](https://marketplace.visualstudio.com/items?itemName=nanxstats.textmate-rstheme) - A light theme for VS Code inspired by the TextMate (default) theme in RStudio IDE.



### Books



- [Mastering Shiny: Build Interactive Apps, Reports, and Dashboards Powered by R](https://mastering-shiny.org/)

- [Engineering Production-Grade Shiny Apps](https://engineering-shiny.org/)

- [JavaScript for R](https://book.javascript-for-r.com/)

- [Outstanding User Interfaces with Shiny](https://unleash-shiny.rinterface.com/)



### Videos / Screencasts



- [Shiny Developer Series](https://shinydevseries.com) - Interviews with practitioners & developers of Shiny and the broader ecosystem of Shiny packages, plus occasional live streams of Shiny app development in action.



## Shiny for Python



### Python - Theming



- [py-shinyswatch](https://github.com/posit-dev/py-shinyswatch) - Bootswatch themes for py-shiny.



### Python - UI Components



- [py-htmltools](https://github.com/posit-dev/py-htmltools) - Tools for creating, manipulating, and writing HTML from Python.

- [py-faicons](https://github.com/posit-dev/py-faicons) - An interface to Font Awesome for use in Shiny for Python.

- [py-shinywidgets](https://github.com/posit-dev/py-shinywidgets) - Render ipywidgets inside a Shiny app.

- [py_shiny_semantic](https://github.com/Appsilon/py_shiny_semantic) - Create rich web applications in PyShiny using styles and components from Fomantic UI.



### Python - Frameworks



- [Tapyr](https://github.com/Appsilon/tapyr-template) - Shiny for Python application template.



### Python - Deploy



- [py-shinylive](https://github.com/posit-dev/py-shinylive) - Export Shiny applications as Shinylive applications.

- [rsconnect-python](https://github.com/posit-dev/rsconnect-python) - CLI for interacting with and deploying to Posit Connect.



### Python - Persistent Data Storage



- [pins-python](https://github.com/rstudio/pins-python) - Publish data, models, and other Python objects for sharing across projects and with colleagues.