ggplot2

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Hadley Wickham,RStudio首席科学家,美国莱斯大学统计学助理教授,毕业于爱荷华州立大学统计系。Hadley是R社区最活跃的人之一,代码风格独树一帜,致力于开发用于数据处理、分析、成像的工具,截至2012年已经开发了超过30个高质量的R软件包,比如ggplot2, lubridate,plyr, reshape2, stringr, httr等。

出版者:Springer
作者:Hadley Wickham
出品人:
页数:221
译者:
出版时间:2009-8-7
价格:USD 69.95
装帧:Paperback
isbn号码:9780387981406
丛书系列:Use R
图书标签:
  • 可视化 
  • ggplot2 
  • 数据分析 
  • 统计 
  • Statistics 
  • 计算机 
  • Springer 
  •  
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This book describes ggplot2, a new data visualization package for R that uses the insights from Leland Wilkison''s Grammar of Graphics to create a powerful and flexible system for creating data graphics. With ggplot2, it''s easy to:

* produce handsome, publication-quality plots, with automatic legends created from the plot specification

* superpose multiple layers (points, lines, maps, tiles, box plots to name a few) from different data sources, with automatically adjusted common scales

* add customisable smoothers that use the powerful modelling capabilities of R, such as loess, linear models, generalised 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 your 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 their data in an informative and attractive way. You will need some basic knowledge of R (i.e. you should be able to get your data into R), but 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.

具体描述

读后感

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我读晚了。 网上有很多关于ggplot2的教程,大多不够系统,有很多原理上的东西没讲清楚。不知道原理的后果就是每次要做不太一样的图的时候,就要GOOGLE具体的图怎么画,因为不能理解图的生成过程和图的组成部件。这本书是ggplot的最初的开发者写的,不仅用很多例子讲了怎么用gg...  

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觉得R语言作图一直欠缺着什么,直到ggplot2包和文档的出现,这本书是翻译版,其实用心看下去,内容不多,需要你自己慢慢研究慢慢拓展慢慢创新。ggplot2是R语言做数据可视化的瑞士军刀,优雅,美丽!

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感谢Wilkinson提出的图形语法!! 感谢Wickham将Wilkinson语法带到了ggplot2中!!! 从大三到研一,将近三年,每次读都有不同的感觉和收获! 不仅是在R中,这套图形语法的思想可以延伸至其它统计图形的方方面面! 准备再读一下Wilkinson的The Grammar of Graphics,深入了解这...  

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The core of the ggplot2 is the graph model, which lattice is lack of. When I use the xyplot in the lattice, if some changes are needed, I need to delete the original parameter settings or copy the code to make a new one. But in ggplot2, after getting a or...  

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很适合R语言的初学者,书中有大量的例子,也可以下载带源代码。将ggplot2的基本原理和操作讲解的还是很清楚的。真是佩服大神Hadley Wickham, 长的帅(耳钉很漂亮),将R的可操作性提高了一大截。但要想学好R的画图,光着一本是远远不够的。  

用户评价

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做poster就是要用这种fancy的包啊:)3D图除外~这种layer结构的plot工具真是太太太太方便啦!

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内容有点陈旧

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本书并非只从工具层面介绍如何画图,而是抽象出来从Grammar of Graphics的角度来梳理可视化的各个层次。有种看武功秘籍的感觉。自己还只是入门,也许真如作者所说,精通之后,You are limited only by your imagination!

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内容有点陈旧

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我并不是一个喜欢可视化的人,所以总算是磕完了这本书。

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