ggplot2 在線電子書 圖書標籤: R 可視化 ggplot2 數據分析 統計 Statistics 計算機 Springer
發表於2024-11-21
ggplot2 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
內容有點陳舊
評分grammar of graphics × elegance of graphics √ 感謝統計之都的各位前輩對社區的貢獻。
評分再次感嘆一句,R的繪圖真是博大精深,絕對是主流語言中繪圖最強大的,ggplot就是其中耀眼的一個package
評分slightly outdated. Hope the author updates it. Other than that, an impeccable exposition of ggplot2 and the motivation behind its creation.
評分恰到好處的介紹
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。
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.
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...
評分感谢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...
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!
ggplot2 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024