I have bought a lot of springers excellent use r series of books but phil spectors data manipulation with r is my favourite here is a thin little book 150 pages which contains more information that many 600 page tomes this makes it a dense read every page is worth spending 15 minutes on but you are well rewarded. Data manipulation with r use r 2008 edition by spector phil 2008 paperback on amazoncom free shipping on qualifying offers. Data manipulation in r with dplyr package there are different ways to perform data manipulation in r such as using base r functions like subset with within etc packages like datatable ggplot2 reshape2 readr etc and different machine learning algorithms. Find helpful customer reviews and review ratings for data manipulation with r use r at amazoncom read honest and unbiased product reviews from our users. There are 2 packages that make data manipulation in r fun these are dplyr and datatable both packages have their strengths while dplyr is more elegant and resembles natural language datatable is succinct and we can do a lot with datatable in just a single line further datatable is in some cases faster see benchmark related postidentify describe plot and remove the outliers
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