Change values in row based on a column value and replacing specified column range
Try:
x[x$Month %in% c("March", "April"), c("VAR2", "VAR3")] = NA
Change values in row based on a column value r
how about:
x[x$C <10 ,] <- NA
Update row values based on condition in R
A super easy base
solution
df <- data.frame(cue=sample(c(1:3),10,replace = T),c2=sample(c(0,1),10,replace = T),c3=sample(c(0,1),10,replace = T))
df$c2 <- ifelse(df$cue==2,1,0)
df$c3 <- ifelse(df$cue==3,1,0)
EDIT
to add another dplyr
solution
df <- dplyr::mutate(df,c2= ifelse(cue==2,1,0),c3= ifelse(cue==3,1,0))
Change row value based on another column in DataFrame using dplyr
Instead of filter
ing and then joining we can directly use mutate_at
with case_when
library(dplyr)
df %>%
mutate_at(vars(col2, col3), ~
case_when(col1 == 'b' ~ .* 10, col1 == 'c' ~ .* 20, TRUE ~ .))
# col1 col2 col3
#1 a 2 5
#2 b 40 100
#3 a 6 15
#4 c 160 400
#5 b 100 250
#6 c 240 600
Or in the dplyr
1.0.0, it can be done with mutate/across
df %>%
mutate(across(c(col2, col3), ~
case_when(col1 == 'b' ~ .* 10, col1 == 'c' ~ .* 20, TRUE ~ .)))
# col1 col2 col3
#1 a 2 5
#2 b 40 100
#3 a 6 15
#4 c 160 400
#5 b 100 250
#6 c 240 600
Update column rows based on rows in another column
There are several options:
Base R - Option 1
mydf$Description[mydf$Value == 0] <- "TEST"
Base R - Option 2
mydf$Description <- ifelse(mydf$Value == 0, "TEST", mydf$Description)
dplyr - if_else()
library("dplyr")
mydf <- mydf %>% mutate(Description = if_else(Value == 0, "TEST", Description))
dplyr - case_when()
Useful when a number of if statement need to be evaluated.
library("dplyr")
mydf <- mydf %>% mutate(
Description = case_when(
Value == 0 ~ "TEST",
TRUE ~ Description
)
)
R - change values in multiple selected rows based on multiple conditional column
Here is an alternative way without loop:
have <- have %>% mutate(cond = col1 == "A" & col2 == "B", id = 1:nrow(have))
met <- have %>% filter(cond == TRUE) %>%
mutate(col3 = "C", col4 = paste(cyl, hp, sep = ","))
have[met$id,] <- met
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