我试图重新编码具有四列的数据框。在所有列中,我想将所有数字值重新编码为以下顺序数字值:
这是数据帧:
> df
T4.1 T4.2 T4.3 T4.4
1 0 54 0 5
2 0 5 0 0
3 0 3 0 0
4 0 2 0 0
5 0 3 0 0
6 0 2 0 0
7 0 4 0 0
8 1 20 0 0
9 1 7 0 2
10 0 14 0 0
11 0 3 0 0
12 0 202 0 41
13 2 12 0 0
14 3 6 0 0
15 3 21 0 3
16 0 143 0 0
17 0 0 0 0
18 4 9 0 0
19 3 15 0 0
20 0 58 0 6
21 2 0 0 0
22 0 52 0 0
23 0 3 0 0
24 0 1 0 0
25 4 6 0 1
26 1 4 0 0
27 0 38 0 1
28 0 6 0 0
29 0 8 0 0
30 0 29 0 4
31 1 14 0 0
32 0 12 0 10
33 4 1 0 3
我正在尝试使用该recode
函数,但似乎无法弄清楚如何在其中输入一系列数值。我的尝试出现以下错误:
> recode(df, 11:22=3)
Error: unexpected '=' in "recode(df, 11:22="
> recode(df, c(11:22)=3)
Error: unexpected '=' in "recode(df, c(11:22)="
我将不胜感激任何建议。谢谢你的时间!
编辑:谢谢大家的帮助!
您可以使用以下cut
范围的值:
df_res <- as.data.frame(sapply(df, function(x)cut(x,
breaks = c(-0.5, 0.5, 3.5, 10.5, 22.5, Inf),
labels = c(0, 1, 2, 3, 4)))
)
str(df_res)
#'data.frame': 33 obs. of 4 variables:
# $ T4.1: Factor w/ 3 levels "0","1","2": 1 1 1 1 1 1 1 2 2 1 ...
# $ T4.2: Factor w/ 5 levels "0","1","2","3",..: 5 3 2 2 2 2 3 4 3 4 ...
# $ T4.3: Factor w/ 1 level "0": 1 1 1 1 1 1 1 1 1 1 ...
# $ T4.4: Factor w/ 4 levels "0","1","2","4": 3 1 1 1 1 1 1 1 2 1 ...
df_res
# T4.1 T4.2 T4.3 T4.4
# 1 0 4 0 2
# 2 0 2 0 0
# 3 0 1 0 0
# 4 0 1 0 0
# 5 0 1 0 0
# 6 0 1 0 0
# 7 0 2 0 0
# 8 1 3 0 0
# 9 1 2 0 1
# 10 0 3 0 0
# 11 0 1 0 0
# 12 0 4 0 4
# 13 1 3 0 0
# 14 1 2 0 0
# 15 1 3 0 1
# 16 0 4 0 0
# 17 0 0 0 0
# 18 2 2 0 0
# 19 1 3 0 0
# 20 0 4 0 2
# 21 1 0 0 0
# 22 0 4 0 0
# 23 0 1 0 0
# 24 0 1 0 0
# 25 2 2 0 1
# 26 1 2 0 0
# 27 0 4 0 1
# 28 0 2 0 0
# 29 0 2 0 0
# 30 0 4 0 2
# 31 1 3 0 0
# 32 0 3 0 2
# 33 2 1 0 1
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