将多个布尔列转换为单因子列 [英] Converting multiple boolean columns to single factor column

问题描述

我的数据框如下:

      A S1 S2 S3 S4
1   ex1  1  0  0  0
2   ex2  0  1  0  0
3   ex3  0  0  1  0
4   ex4  1  0  0  0
5   ex5  0  0  0  1
6   ex6  0  1  0  0
7   ex7  1  0  0  0
8   ex8  0  1  0  0
9   ex9  0  0  1  0
10 ex10  1  0  0  0

我需要将其作为单个因素列表，例如:

i need to have it as a single factor list like:

A   Type
ex1 S1
ex2 S2
ex3 S3
ex4 S1
ex5 S4
ex6 S2
ex7 S1
ex8 S2
ex9 S3
ex10 S1

有人帮我解决问题吗?

推荐答案

假设d是数据，则可以使用

Assuming d is the data, the new column could be obtained with

d$type <- names(d[-1])[apply(d[-1] == 1, 1, which)]
d[c(1, 6)]
#       A type
# 1   ex1   S1
# 2   ex2   S2
# 3   ex3   S3
# 4   ex4   S1
# 5   ex5   S4
# 6   ex6   S2
# 7   ex7   S1
# 8   ex8   S2
# 9   ex9   S3
# 10 ex10   S1

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