Mastering Shiny: Build Interactive Apps, Reports, and Dashboards Powered by R (Paperback)
暫譯: 精通 Shiny:使用 R 建立互動應用程式、報告和儀表板
Wickham, Hadley
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商品描述
Master the Shiny web framework--and take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with parameter values of their choosing, customize visualizations, and much more.
Hadley Wickham from RStudio shows data scientists, data analysts, statisticians, and scientific researchers with no knowledge of HTML, CSS, or JavaScript how to create rich web apps from R. This in-depth guide provides a learning path that you can follow with confidence, as you go from a Shiny beginner to an expert developer who can write large, complex apps that are maintainable and performant.
- Get started: Discover how the major pieces of a Shiny app fit together
- Put Shiny in action: Explore Shiny functionality with a focus on code samples, example apps, and useful techniques
- Master reactivity: Go deep into the theory and practice of reactive programming and examine reactive graph components
- Apply best practices: Examine useful techniques for making your Shiny apps work well in production
商品描述(中文翻譯)
掌握 Shiny 網頁框架,將您的 R 技能提升到全新層次。Shiny 讓您超越靜態報告,幫助您為數據分析創建完全互動的網頁應用程式。用戶將能夠在數據集之間跳轉,探索數據的不同子集或面向,運行選擇的參數值模型,自訂視覺化,還有更多功能。
來自 RStudio 的 Hadley Wickham 向沒有 HTML、CSS 或 JavaScript 知識的數據科學家、數據分析師、統計學家和科學研究人員展示如何從 R 創建豐富的網頁應用程式。這本深入的指南提供了一條您可以自信跟隨的學習路徑,讓您從 Shiny 初學者成長為能夠編寫大型、複雜且可維護且高效的應用程式的專家開發者。
- **開始入門:** 發現 Shiny 應用程式的主要組件如何協同運作
- **實踐 Shiny:** 探索 Shiny 功能,重點在於代碼範例、示例應用程式和有用的技術
- **掌握反應性:** 深入了解反應式編程的理論與實踐,並檢視反應式圖形組件
- **應用最佳實踐:** 檢視使您的 Shiny 應用程式在生產環境中運行良好的有用技術
作者簡介
Hadley Wickham is an Assistant Professor and the Dobelman FamilyJunior Chair in Statistics at Rice University. He is an active memberof the R community, has written and contributed to over 30 R packages, and won the John Chambers Award for Statistical Computing for his work developing tools for data reshaping and visualization. His research focuses on how to make data analysis better, faster and easier, with a particular emphasis on the use of visualization to better understand data and models.
作者簡介(中文翻譯)
Hadley Wickham 是萊斯大學的助理教授及 Dobelman 家族統計學副教授。他是 R 社群的活躍成員,撰寫並貢獻了超過 30 個 R 套件,並因其在數據重塑和可視化工具開發方面的工作而獲得 John Chambers 統計計算獎。他的研究專注於如何使數據分析變得更好、更快和更簡單,特別強調使用可視化來更好地理解數據和模型。