[英]Unnest multiple columns
I have this type of data with multiple list columns:我有这种类型的数据,其中包含多个列表列:
df <- structure(list(go = c("go after it", "here we go", "he went bust",
"go get it go", "i 'm gonna go", "she 's going berserk"), left = list(
"", "we", "he", c("", "it"), c("'m", "gonna"), "'s"), node = list(
"go", "go", "went", c("go", "go"), c("gonna", "go"), "going"),
right = list("after", "", "bust", c("get", ""), c("go", ""
), "berserk")), class = "data.frame", row.names = c(NA, -6L
))
My aim is unlist the three columns left
, node
, and right
.我的目标是取消列出left
、 node
和right
三列。 Both unnest_longer
and unnest_auto
seem to be a step in the right direction but I'm unsure how to proceed from there: unnest_longer
和unnest_auto
似乎都是朝着正确方向迈出的一步,但我不确定如何从那里开始:
library(tidyr)
df %>%
unnest_longer(node) # or: unnest_auto(node)
# A tibble: 8 × 4
go left node right
<chr> <list> <chr> <list>
1 go after it <chr [0]> go <chr [1]>
2 here we go <chr [1]> go <chr [0]>
3 he went bust <chr [1]> went <chr [1]>
4 go get it go <chr [1]> go <chr [1]>
5 go get it go <chr [1]> go <chr [1]>
6 i 'm gon na go <chr [2]> gon na <chr [1]>
7 i 'm gon na go <chr [2]> go <chr [1]>
8 she 's going berserk <chr [1]> going <chr [1]>
The expected outcome is this:预期的结果是这样的:
# go left node right
# <chr> <chr> <chr> <chr>
# 1 go after it go after
# 2 here we go we go
# 3 he went bust he went bust
# 4 go get it go go get
# 5 go get it go it go
# 6 i 'm gon na go 'm gon na go
# 7 i 'm gon na go gon na go
# 8 she 's going berserk 's going berserk
We may use where
我们可以使用where
library(dplyr)
library(tidyr)
df %>%
unnest(where(is.list), keep_empty = TRUE)
library(tidyverse)
df %>% unnest(c(left, node, right), keep_empty = TRUE)
#> # A tibble: 8 × 4
#> go left node right
#> <chr> <chr> <chr> <chr>
#> 1 go after it "" go "after"
#> 2 here we go "we" go ""
#> 3 he went bust "he" went "bust"
#> 4 go get it go "" go "get"
#> 5 go get it go "it" go ""
#> 6 i 'm gonna go "'m" gonna "go"
#> 7 i 'm gonna go "gonna" go ""
#> 8 she 's going berserk "'s" going "berserk"
Created on 2021-12-04 by the reprex package (v2.0.1)由reprex package (v2.0.1) 于 2021 年 12 月 4 日创建
声明:本站的技术帖子网页,遵循CC BY-SA 4.0协议,如果您需要转载,请注明本站网址或者原文地址。任何问题请咨询:yoyou2525@163.com.