将数据帧的列拆分为多列 [英] Split a column of a data frame to multiple columns

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本文介绍了将数据帧的列拆分为多列的处理方法,对大家解决问题具有一定的参考价值,需要的朋友们下面随着小编来一起学习吧!

问题描述

我想获取

  before = data.frame(attr = c(1,30 ,4,6),type = c('foo_and_bar','foo_and_bar_2'))
attr type
1 1 foo_and_bar
2 30 foo_and_bar_2
3 4 foo_and_bar
4 6 foo_and_bar_2

并使用 split()从上面的列类型获得这样的东西:

  attr type_1 type_2 
1 1 foo bar
2 30 foo bar_2
3 4 foo bar
4 6 foo bar_2

我想出了一些令人难以置信的复杂性,涉及某种形式的应用,但是我已经错位了。看起来太复杂了,不是最好的办法。我可以使用 strsplit 如下,但是不清楚如何将它们重新放回数据框中的2列。

 > strsplit(as.character(before $ type),'_ and_')
[[1]]
[1]foobar

[[2]]
[1]foobar_2

[[3]]
[1]foobar

[[4 ]]
[1]foobar_2

感谢任何指针。我还没有很清楚R列表。

解决方案

使用 stringr :: str_split_fixed


I'd like to take data of the form

before = data.frame(attr = c(1,30,4,6), type=c('foo_and_bar','foo_and_bar_2'))
  attr          type
1    1   foo_and_bar
2   30 foo_and_bar_2
3    4   foo_and_bar
4    6 foo_and_bar_2

and use split() on the column "type" from above to get something like this:

  attr type_1 type_2
1    1    foo    bar
2   30    foo  bar_2
3    4    foo    bar
4    6    foo  bar_2

I came up with something unbelievably complex involving some form of apply that worked, but I've since misplaced that. It seemed far too complicated to be the best way. I can use strsplit as below, but then unclear how to get that back into 2 columns in the data frame.

> strsplit(as.character(before$type),'_and_')
[[1]]
[1] "foo" "bar"

[[2]]
[1] "foo"   "bar_2"

[[3]]
[1] "foo" "bar"

[[4]]
[1] "foo"   "bar_2"

Thanks for any pointers. I've not quite groked R lists just yet.

解决方案

Use stringr::str_split_fixed

library(stringr)
str_split_fixed(before$type, "_and_", 2)

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