圖書標籤: R 可視化 ggplot2 數據分析 統計 Statistics 計算機 Springer
发表于2024-12-22
ggplot2 pdf epub mobi txt 電子書 下載 2024
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.
Hadley Wickham,RStudio首席科學傢,美國萊斯大學統計學助理教授,畢業於愛荷華州立大學統計係。Hadley是R社區最活躍的人之一,代碼風格獨樹一幟,緻力於開發用於數據處理、分析、成像的工具,截至2012年已經開發瞭超過30個高質量的R軟件包,比如ggplot2, lubridate,plyr, reshape2, stringr, httr等。
恰到好處的介紹
評分09年開始用ggplot2,ggplot2讓畫圖變得簡單,一直沒閑下來看這本書,用瞭兩三年,也比較熟瞭,前陣子幫COS的人校對瞭中文版的最後兩章,今天把剩下沒看的,翻一翻,總算看完。http://ygc.name/tag/ggplot2/
評分09年開始用ggplot2,ggplot2讓畫圖變得簡單,一直沒閑下來看這本書,用瞭兩三年,也比較熟瞭,前陣子幫COS的人校對瞭中文版的最後兩章,今天把剩下沒看的,翻一翻,總算看完。http://ygc.name/tag/ggplot2/
評分slightly outdated. Hope the author updates it. Other than that, an impeccable exposition of ggplot2 and the motivation behind its creation.
評分幫我扛過瞭建模
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...
評分很适合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。
評分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...
評分首先,从 qplot 入门并不是说完全没有必要,做一个引子还是可以的,但是它又引入了太多的细节,然而又没有细讲,也没有说后面第几章会 cover 到这部分的内容,使得第二章读起来异常痛苦,时常需要停下来 google。其实后面都有讲,从而这本书其实是越读越快的,只是体验有点糟糕...
評分首先,从 qplot 入门并不是说完全没有必要,做一个引子还是可以的,但是它又引入了太多的细节,然而又没有细讲,也没有说后面第几章会 cover 到这部分的内容,使得第二章读起来异常痛苦,时常需要停下来 google。其实后面都有讲,从而这本书其实是越读越快的,只是体验有点糟糕...
ggplot2 pdf epub mobi txt 電子書 下載 2024