What is the best way to transpose a data.frame in R and to set one of the columns to be the header for the new transposed table?

笑着哭i 提交于 2019-12-20 10:28:33

问题


What is the best way to transpose a data.frame in R and to set one of the columns to be the header for the new transposed table? I have coded up a way to do this below. As I am still new to R. I would like suggestions to improve my code as well as alternatives that would be more R-like. My solution is also unfortunately a bit hard coded (i.e. the new column headings are in a certain location).

# Assume a data.frame called fooData
# Assume the column is the first column before transposing

# Transpose table
fooData.T <- t(fooData)

# Set the column headings
colnames(fooData.T) <- test[1,]

# Get rid of the column heading row
fooData.T <- fooData.T[2:nrow(fooData.T), ]

#fooData.T now contains a transposed table with the first column as headings

回答1:


Well you could do it in 2 steps by using

# Transpose table YOU WANT
fooData.T <- t(fooData[,2:ncol(fooData)])

# Set the column headings from the first column in the original table
colnames(fooData.T) <- fooData[,1] 

The result being a matrix which you're probably aware of, that's due to class issues when transposing. I don't think there will be a single line way to do this given the lack of naming abilities in the transpose step.




回答2:


I had a similar problem to this -- I had a variable of factors in a long format and I wanted each factor to be a new column heading; using "unstack" from the stats library did it in one step. If the column you want as a header isn't a factor, "cast" from the reshape library might work.



来源:https://stackoverflow.com/questions/6645524/what-is-the-best-way-to-transpose-a-data-frame-in-r-and-to-set-one-of-the-column

易学教程内所有资源均来自网络或用户发布的内容,如有违反法律规定的内容欢迎反馈
该文章没有解决你所遇到的问题?点击提问,说说你的问题,让更多的人一起探讨吧!