我正在尝试编写一个使用pivot_longer的函数,并且希望将我的函数对象用作pivot_longer中的names_to参数的对象。
record <- c(1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
x214532 <- c("shirts, shoes",
"shoes, purses, hats",
"shirts, shoes, hats, heavy machinery",
"sponges, shoes",
"hats, heavy machinery",
"",
"heavy machinery, purses, shirts",
"heavy machinery, shoes, sponges",
"sponges",
"shoes")
screening_data_responses_char <- data.frame(record, x214532)
record x214532
1 1 shirts, shoes
2 2 shoes, purses, hats
3 3 shirts, shoes, hats, heavy machinery
4 4 sponges, shoes
5 5 hats, heavy machinery
6 6
7 7 heavy machinery, purses, shirts
8 8 heavy machinery, shoes, sponges
9 9 sponges
10 10 shoes
最后,我尝试取消连接列x214532并创建一个长数据集,将数据分离到列中列出的项中,然后创建一个长数据集,如下所示:
record x214532
1 1 shirts
2 1 shoes
3 2 shoes
4 2 purses
5 2 hats
6 3 shirts
7 3 shoes
8 3 hats
9 3 heavy machinery
10 4 sponges
11 4 shoes
12 5 hats
13 5 heavy machinery
14 6
15 7 heavy machinery
16 7 purses
17 7 shirts
18 8 heavy machinery
19 8 shoes
20 8 sponges
21 9 sponges
22 10 shoes
型
我希望包含数据的列仍然被称为x214532,但我在通过pivot_longer的names_to传递它时遇到了问题。下面是我得到的结果:
remove_col_prefix <- function(x) {
pattern <- "^[^_]+_"
stringr::str_remove(x, pattern)
}
deconcatenate <- function(questionID) {
screening_data_responses_questionID <- cSplit_e(data=screening_data_responses_char,split.col=questionID,sep=",",type="character")
screening_data_responses_questionID <- screening_data_responses_questionID %>%
select(-questionID) %>%
pivot_longer(cols=c(starts_with(questionID)),
names_to="questionID",
values_to="questionID_resp") %>%
drop_na(questionID_resp) %>%
select(-questionID_resp) %>%
mutate(questionID=remove_col_prefix(questionID)) %>%
select(c(deid_pat_id, questionID))
screening_data_responses_char <- screening_data_responses_char %>%
select(-questionID)
screening_data_responses_char <-merge(screening_data_responses_char,screening_data_responses_questionID,by="deid_pat_id",all=TRUE)
}
screening_data_responses_char <- deconcatenate(questionID="x214532")
型
我尝试过的事情:
-{{}}和!!运算符(Using function arguments as column names)
-enquo
- 这个水泥函数:(https://adv-r.hadley.nz/quasiquotation.html)
-deparse(subsitute(x))
我得到的东西:
- 列从输出中完全消失
- 列名为questionID,而不是x214532
- 该列名为questionID,所有文本都转换为x214532
我肯定有一些地方我做错了,或者可能是我在pivot_longer中做对了一些事情,但还需要进一步修改语法,但我不能完全弄清楚。任何帮助都将不胜感激!
1条答案
按热度按时间slmsl1lt1#
一个更简单的方法可能是使用
tidyr::separate_longer_delim()
而不是pivot_longer()
和一个复杂的管道:字符串
输出量:
型