我有一个数据帧,在答案列中有编码的调查答案,在字符列中有一个字符串:
df <- data.frame(answer = c(1, 2, 1, 3, 1),
key = c("1 = Answer One 2 = Answer Two 3 = Answer Three", "1 = Answer ABC 2 = Answer DEF 3 = Answer GHI",
"1 = Answer abc 2 = Answer def 3 = Answer ghi", "1 = Answer One 2 = Answer Two 3 = Answer Three",
"1 = Answer ABC 2 = Answer DEF 3 = Answer GHI"))
print(df)
answer key
1 1 "1 = Answer One 2 = Answer Two 3 = Answer Three"
2 2 "1 = Answer ABC 2 = Answer DEF 3 = Answer GHI"
3 1 "1 = Answer abc 2 = Answer def 3 = Answer ghi"
4 3 "1 = Answer One 2 = Answer Two 3 = Answer Three"
5 1 "1 = Answer ABC 2 = Answer DEF 3 = Answer GHI"
如何使用关键字列中的数据对答案列进行解码,以便获得此结果?
df_result <- data.frame(answer = c(1, 2, 1, 3, 1),
key = c("1 = Answer One 2 = Answer Two 3 = Answer Three", "1 = Answer ABC 2 = Answer DEF 3 = Answer GHI",
"1 = Answer abc 2 = Answer def 3 = Answer ghi", "1 = Answer One 2 = Answer Two 3 = Answer Three",
"1 = Answer ABC 2 = Answer DEF 3 = Answer GHI"),
answer_decoded = c("Answer One", "Answer DEF", "Answer abc", "Answer Three","Answer ABC"))
print(df_result)
answer key answer_decoded
1 1 "1 = Answer One 2 = Answer Two 3 = Answer Three" "Answer One"
2 2 "1 = Answer ABC 2 = Answer DEF 3 = Answer GHI" "Answer DEF"
3 1 "1 = Answer abc 2 = Answer def 3 = Answer ghi" "Answer abc"
4 3 "1 = Answer One 2 = Answer Two 3 = Answer Three" "Answer Three"
5 1 "1 = Answer ABC 2 = Answer DEF 3 = Answer GHI" "Answer ABC"
我无法使用因子标签,因为我有太多不同的项目,无法手动创建它们。
我们可以根据"answer"值提取子字符串-使用str_c
创建要提取的模式,即粘贴带有空格的"answer",后面跟着=
和一个或多个非数字字符(\D+
(,并删除前缀部分,包括=
和带有trimws
的任何空格
library(stringr)
library(dplyr)
df %>%
mutate(answer_decoded = trimws(str_extract(key,
str_c(answer, ' = \D+')), whitespace = ".*=\s+|\s+"))
-输出
answer key answer_decoded
1 1 1 = Answer One 2 = Answer Two 3 = Answer Three Answer One
2 2 1 = Answer ABC 2 = Answer DEF 3 = Answer GHI Answer DEF
3 1 1 = Answer abc 2 = Answer def 3 = Answer ghi Answer abc
4 3 1 = Answer One 2 = Answer Two 3 = Answer Three Answer Three
5 1 1 = Answer ABC 2 = Answer DEF 3 = Answer GHI Answer ABC
N =
位上的每个字符串strsplit
,然后选择第n个字符串[
(由于拆分的工作方式为+1(:
mapply(`[`, strsplit(df$key, "(\s*)\d = "), df$answer + 1)
#[1] "Answer One" "Answer DEF" "Answer abc" "Answer Three" "Answer ABC"