spb/tools-spboucher-ai

1{2  "slug": "rstudio",3  "name": "RStudio IDE",4  "aliases": ["RStudio", "RStudio Desktop", "RStudio Server"],5  "vendor": { "name": "Posit Software, PBC", "slug": "posit", "website": "https://posit.co" },6  "homepage_url": "https://posit.co/products/open-source/rstudio/",7  "docs_url": "https://docs.posit.co/ide/user/",8  "repo_url": "https://github.com/rstudio/rstudio",9  "license_url": "https://github.com/rstudio/rstudio/blob/main/COPYING",10  "product_type": "application",11  "product_status": "active",12  "summary": "Posit's open-source integrated development environment for R, with console, editor, plots, environment panes, Quarto/R Markdown authoring and Python via reticulate",13  "description": "RStudio is the integrated development environment most R users work in, developed by Posit (formerly RStudio, PBC). The open-source desktop edition runs on macOS, Windows and Linux and combines a code editor with completion and diagnostics, an R console, environment and connections panes, a data viewer with filtering, plot and help panes, a visual Markdown editor for Quarto and R Markdown, Git integration, an interactive debugger, package-development tools and publishing to Posit Connect, shinyapps.io and RPubs. Python code can run through the reticulate package. RStudio Server delivers the same interface in a browser from a Linux host, which is how shared research servers typically expose R.\n\nThe open-source editions are licensed under the AGPL version 3; Posit sells RStudio Desktop Pro for organizations that cannot accept the AGPL, Posit Workbench for managed multi-user sessions, and an AI assistant add-on. RStudio remains R-first: Python and other languages are supported but Posit's newer Positron IDE targets multi-language data science. Large datasets in the environment pane and long-running sessions can strain the desktop app.",14  "capabilities": ["Code editor with completion, diagnostics and Git integration", "R console, environment, history and connections panes", "Data viewer with sorting and filtering", "Visual editor for Quarto and R Markdown", "Interactive debugger and package-development tools", "RStudio Server for browser-based sessions on Linux", "Publishing to Posit Connect, shinyapps.io and RPubs", "Python execution via reticulate"],15  "workflows": ["Econometric analysis with scripts, plots and a Quarto report", "Shared R server for a research group via RStudio Server", "Developing and checking an R package"],16  "advantages": ["Free and open source (AGPL-3.0)", "Tight integration with the R ecosystem", "Server edition for shared machines"],17  "limitations": ["AGPL licence is unacceptable to some organizations (commercial edition exists)", "R-first; weaker for Python-heavy work than Positron or VS Code", "Desktop app can struggle with very large in-memory objects"],18  "prerequisites": ["R installed", "macOS, Windows or Linux (Server requires Linux)"],19  "audiences": ["Statisticians and econometricians using R", "Instructors teaching R", "Research groups sharing a compute server"],20  "alternatives": ["positron", "vs-code", "jupyter", "r"],21  "comparison_notes": "Positron is Posit's newer multi-language IDE built on Code OSS under the Elastic License; VS Code with the R extension is a general-purpose alternative; Jupyter offers notebooks rather than an IDE. RStudio remains the most R-specific of the four.",22  "categories": [{ "slug": "math-stats-tools", "primary": true }, { "slug": "ide-editors" }],23  "tags": ["r", "open-source", "macos", "notebooks", "econometrics"],24  "use_cases": ["write-papers", "estimate-causal-effects"],25  "operating_systems": ["macos", "windows", "linux", "web"],26  "execution_modes": ["local", "self-hosted"],27  "interfaces": ["desktop", "web"],28  "deployment_models": ["desktop", "on-premises"],29  "integrations": ["R", "Quarto", "R Markdown", "reticulate", "Git", "Posit Connect", "shinyapps.io", "Shiny"],30  "data_formats": ["R scripts", "Quarto", "R Markdown", "RData", "CSV"],31  "languages": ["R", "Python", "SQL", "C++ (Rcpp)"],32  "source_model": "mixed",33  "license_spdx": "AGPL-3.0-only",34  "pricing_model": ["free", "open-source", "paid"],35  "pricing_checked_at": "2026-11-02",36  "self_hostable": true,37  "sources": [38    { "url": "https://posit.co/products/open-source/rstudio/", "type": "official_site", "title": "RStudio IDE | The Premier Free IDE for R", "supports": ["name", "summary", "capabilities", "pricing_model", "vendor"], "checked_at": "2026-11-02" },39    { "url": "https://docs.posit.co/ide/user/", "type": "official_docs", "title": "RStudio User Guide", "supports": ["docs_url", "capabilities"], "checked_at": "2026-11-02" },40    { "url": "https://github.com/rstudio/rstudio/blob/main/COPYING", "type": "license_page", "title": "rstudio/rstudio COPYING", "supports": ["license_spdx", "source_model"], "checked_at": "2026-11-02" }41  ],42  "confidence": "high",43  "uncertainty_note": "pricing_url omitted: commercial editions are quoted on the product page rather than a dedicated pricing page.",44  "discovery_method": "editorial-research",45  "depth": "standard",46  "editorial_status": "reviewed",47  "visibility": "public",48  "featured": false,49  "author": "batch-E"50}51