ggplot2: Elegant Graphics for Data Analysis (Use R!)(papaerback)
暫譯: ggplot2:數據分析的優雅圖形(使用 R!)(平裝本)
Hadley Wickham
- 出版商: Springer
- 出版日期: 2016-06-16
- 售價: $2,590
- 貴賓價: 9.5 折 $2,461
- 語言: 英文
- 頁數: 276
- 裝訂: Paperback
- ISBN: 331924275X
- ISBN-13: 9783319242750
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相關分類:
Data Science
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相關翻譯:
ggplot2:數據分析與圖形藝術, 2/e (簡中版)
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相關主題
商品描述
This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi-layered, with ease. With ggplot2, it's easy to:
- produce handsome, publication-quality plots with automatic legends created from the plot specification
- superimpose multiple layers (points, lines, maps, tiles, box plots) from different data sources with automatically adjusted common scales
- add customizable smoothers that use powerful modeling capabilities of R, such as loess, linear models, generalized additive models, and robust regression
- save any ggplot2 plot (or part thereof) for later modification or reuse
- create custom themes that capture in-house or journal style requirements and that can easily be applied to multiple plots
- approach a graph from a visual perspective, thinking about how each component of the data is represented on the final plot
This book will be useful to everyone who has struggled with displaying data in an informative and attractive way. Some basic knowledge of R is necessary (e.g., importing data into R). ggplot2 is a mini-language specifically tailored for producing graphics, and you'll learn everything you need in the book. After reading this book you'll be able to produce graphics customized precisely for your problems, and you'll find it easy to get graphics out of your head and on to the screen or page.
商品描述(中文翻譯)
這本由 ggplot2 創作者 Hadley Wickham 所撰寫的經典書籍的新版本,突顯了與 knitr 和 RStudio 的相容性。ggplot2 是一個用於 R 的資料視覺化套件,幫助使用者輕鬆創建資料圖形,包括多層次的圖形。使用 ggplot2,您可以輕鬆地:
- 生成美觀的、符合出版品質的圖表,並自動從圖表規範中創建圖例。
- 從不同的資料來源重疊多個層次(點、線、地圖、瓷磚、箱型圖),並自動調整共同的比例。
- 添加可自訂的平滑線,利用 R 的強大建模能力,例如 loess、線性模型、廣義加法模型和穩健回歸。
- 保存任何 ggplot2 圖表(或其部分)以便日後修改或重用。
- 創建自訂主題,以符合內部或期刊的風格要求,並能輕鬆應用於多個圖表。
- 從視覺的角度接近圖形,思考資料的每個組件如何在最終圖表中呈現。
這本書對於那些在以資訊性和吸引人的方式顯示資料方面遇到困難的人都會非常有用。需要具備一些基本的 R 知識(例如,將資料匯入 R)。ggplot2 是一種專門為生成圖形而設計的迷你語言,您將在書中學到所需的一切。閱讀完這本書後,您將能夠生成精確針對您問題的自訂圖形,並且會發現將圖形從腦海中轉化為螢幕或頁面是如此簡單。