图书标签: R 可视化 ggplot2 数据分析 统计 Statistics 计算机 Springer
发表于2024-05-13
ggplot2 pdf epub mobi txt 电子书 下载 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。
挺有用的
评分帮我扛过了建模
评分再次感叹一句,R的绘图真是博大精深,绝对是主流语言中绘图最强大的,ggplot就是其中耀眼的一个package
评分再次感叹一句,R的绘图真是博大精深,绝对是主流语言中绘图最强大的,ggplot就是其中耀眼的一个package
评分09年开始用ggplot2,ggplot2让画图变得简单,一直没闲下来看这本书,用了两三年,也比较熟了,前阵子帮COS的人校对了中文版的最后两章,今天把剩下没看的,翻一翻,总算看完。http://ygc.name/tag/ggplot2/
我看了一遍多一点,有点看不下去了,真的有点想吐的感觉,可能跟我这两天的心态有一定关系。但我师兄说,他当时看的是英文版,直到第5遍,他才慢慢地开始懂了,好吧,我要向他学习。 什么评论太短了,好吧,我再多啰嗦几句。 现在是试着做些笔记,想着尽量从更加系统、更加宏观...
评分如果仅仅想画几张图,其实更推荐G graphics cookbook. 如果想了解ggplot2后面的原理,满足自己画自己特别的图,推荐看这本书。 这本书对ggplot2后的理论,数据结构,画图顺序都有介绍。 英文有些单词不是很好理解,不过硬着头皮多看几遍,也都能基本明白,想全明白还得靠以...
评分首先,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...
评分我看了一遍多一点,有点看不下去了,真的有点想吐的感觉,可能跟我这两天的心态有一定关系。但我师兄说,他当时看的是英文版,直到第5遍,他才慢慢地开始懂了,好吧,我要向他学习。 什么评论太短了,好吧,我再多啰嗦几句。 现在是试着做些笔记,想着尽量从更加系统、更加宏观...
评分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...
ggplot2 pdf epub mobi txt 电子书 下载 2024