Hi R Helpers,
I have been looking for an example of how to execute different dplyr
mutate statements on the same dataframe in a single step. I show how
to do what I want to do by going from df0 to df1 to df2 to df3 by
applying a mutate statement to each dataframe in sequence, but I would
like to know if there is a way to execute this in a single step; so
simply go from df0 to df1 while executing all the transformations.
See example below.
Guidance would be appreciated.
--John J. Sparks, Ph.D.
library(dplyr)
df0<-structure(list(SeqNum = c(1L, 2L, 3L, 4L, 5L, 6L, 8L, 9L, 10L,
11L, 12L, 13L, 14L, 15L, 16L, 18L, 19L, 21L, 22L, 23L), MOSTYP = c(37L,
41L, 41L, 13L, 3L, 27L, 37L, 37L, 15L, 14L, 13L, 37L, 4L, 27L,
37L, 26L, 17L, 37L, 37L, 17L), MGEMOM = c(1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L),
MGODRK = c(3L, 2L, 2L, 3L, 4L, 2L, 2L, 2L, 3L, 4L, 3L, 2L,
3L, 1L, 2L, 3L, 4L, 4L, 3L, 3L), MOSHOO = c(7L, 7L, 7L, 2L,
9L, 4L, 7L, 7L, 2L, 2L, 2L, 7L, 9L, 4L, 7L, 4L, 2L, 7L, 7L,
2L), MRELGE = c(0L, 1L, 0L, 2L, 1L, 0L, 0L, 0L, 3L, 1L, 1L,
1L, 0L, 0L, 0L, 0L, 2L, 0L, 0L, 1L), MSKB2 = c(5L, 4L, 4L,
3L, 4L, 5L, 7L, 1L, 5L, 4L, 3L, 4L, 5L, 6L, 7L, 5L, 4L, 6L,
4L, 7L), MFWEKI = c(1L, 1L, 2L, 2L, 1L, 0L, 0L, 3L, 0L, 1L,
2L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 2L, 0L), MAANTH = c(3L, 4L,
4L, 4L, 4L, 5L, 2L, 6L, 2L, 4L, 4L, 4L, 4L, 2L, 2L, 4L, 3L,
3L, 3L, 2L), MHHUUR = c(2L, 2L, 4L, 2L, 2L, 3L, 0L, 3L, 2L,
2L, 2L, 3L, 1L, 6L, 0L, 2L, 2L, 0L, 2L, 2L), MSKA = c(1L,
0L, 4L, 2L, 2L, 3L, 0L, 3L, 2L, 0L, 2L, 3L, 1L, 5L, 0L, 0L,
1L, 0L, 0L, 1L), MAUT2 = c(2L, 4L, 4L, 3L, 4L, 5L, 5L, 3L,
2L, 3L, 3L, 4L, 4L, 3L, 5L, 2L, 3L, 3L, 2L, 3L), MFALLE = c(1L,
0L, 0L, 3L, 5L, 0L, 0L, 0L, 0L, 4L, 1L, 1L, 2L, 2L, 0L, 2L,
5L, 0L, 0L, 3L), MGEMLE = c(1L, 0L, 0L, 0L, 4L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 3L, 2L, 0L), MAUT1 = c(2L,
5L, 7L, 3L, 0L, 4L, 2L, 1L, 3L, 9L, 5L, 3L, 2L, 4L, 2L, 1L,
3L, 0L, 4L, 2L), MINKGE = c(2L, 4L, 2L, 2L, 0L, 2L, 2L, 1L,
3L, 0L, 1L, 4L, 2L, 2L, 2L, 5L, 1L, 0L, 3L, 1L), MOPLHO = c(1L,
0L, 0L, 0L, 0L, 2L, 2L, 1L, 2L, 0L, 0L, 1L, 0L, 0L, 2L, 0L,
0L, 0L, 0L, 0L), MGODPR = c(1L, 2L, 2L, 0L, 1L, 3L, 2L, 3L,
2L, 1L, 2L, 3L, 0L, 3L, 2L, 2L, 2L, 0L, 2L, 1L), MAUT0 = c(8L,
6L, 9L, 7L, 5L, 9L, 6L, 7L, 6L, 5L, 4L, 7L, 8L, 5L, 6L, 7L,
5L, 9L, 9L, 5L), MSKB1 = c(0L, 2L, 4L, 1L, 0L, 5L, 2L, 7L,
2L, 0L, 3L, 3L, 3L, 4L, 2L, 0L, 2L, 3L, 3L, 1L), MSKC = c(4L,
5L, 3L, 4L, 6L, 3L, 3L, 2L, 4L, 8L, 3L, 3L, 4L, 3L, 3L, 4L,
4L, 3L, 3L, 5L), PAANHA = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L), PWAPAR = c(0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L), PPERSA = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L), AMOTSC = c(0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L), APERSA = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L), AWAPAR = c(1L,
1L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 1L,
1L, 0L, 1L, 1L), Resp = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L)), row.names = c(NA,
20L), class = "data.frame")
df1<-df0 %>%
mutate(across(starts_with('P'),~ifelse(.x==0, 0,
ifelse(.x==1, 25,
ifelse(.x==2, 75,
ifelse(.x==3, 150,
ifelse(.x==4, 350,
ifelse(.x==5, 750,
ifelse(.x==6, 3000,
ifelse(.x==7, 7500,
ifelse(.x==8,15000,
ifelse(.x==9,30000,
-99))))))))))))
df2<-df1 %>%
mutate_at(vars(MRELGE:MSKC),~ifelse(.x==0, 0,
ifelse(.x==1, 5,
-99)))
df3<-df2 %>%
mutate_at(vars(MGODRK),~ifelse(.x==0, 0,
ifelse(.x==1, 5,
-99)))
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