Mastering Shiny: Build Interactive Apps, Reports, and Dashboards Powered by R

Wickham, Hadley

Mastering Shiny: Build Interactive Apps, Reports, and Dashboards Powered by R
  • 出版商: O'Reilly
  • 出版日期: 2021-06-08
  • 定價: $2,700
  • 售價: 9.5 折 $2,565
  • 貴賓價: 9.0 折 $2,430
  • 語言: 英文
  • 頁數: 378
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1492047384
  • ISBN-13: 9781492047384
  • 相關分類: R 語言
  • 相關翻譯: 精通Shiny (簡中版)

    • 立即出貨 (庫存 < 4)

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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，並將您的R技能提升到全新的水平。Shiny讓您超越靜態報告，幫助您創建完全互動的數據分析網頁應用程式。用戶可以在不同數據集之間切換，探索數據的不同子集或方面，運行具有自選參數值的模型，自定義視覺化效果等等。

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。這本深入指南提供了一條學習路徑，您可以放心地跟隨，從Shiny初學者成為能夠撰寫大型、複雜且易於維護和高效的應用程式的專家開發人員。

- 開始：了解Shiny應用程式的主要組件如何配合
- 實踐Shiny：通過代碼示例、示例應用程式和有用技巧來探索Shiny功能
- 掌握反應性：深入研究反應性編程的理論和實踐，並檢查反應性圖組件
- 應用最佳實踐：檢查使您的Shiny應用程式在生產環境中運行良好的有用技巧

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是萊斯大學統計學助理教授和Dobelman家族初級統計學講座教授。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了約翰·錢伯斯統計計算獎。他的研究重點是如何使數據分析更好、更快、更容易，特別強調使用可視化來更好地理解數據和模型。

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