Good evening,
I am new in R so this might be an easy question.
I have a dataframe, df, similar to the following:
station date day1 day2 day3 . . . day365
a 0101 100 200 300 . . . 400
a 0201 100 200 300 . . . 400
a 0301 100 200 300 . . . 400
. . . . . . . . .
a 3112 100 200 300 . . . 400
b 0101 150 170 250 . . . 500
b 0201 150 170 250 . . . 500
b 0301 150 170 250 . . . 500
. . . . . . . . .
a 3112 150 170 250 . . . 500
In other words, each station is observed 365 days and there are 365 columns, one for each day where each column has duplicate values for each station.
I would like to create the variable "day" in the following way:
station date day a 0101 100 a 0201 200 a 0301 300 b 0101 150 b 0201 170 b 0301 250
I tried using the following code in r:
for(i in 1:365) {
colnum <- 2+i
df <- df %>%
group_by(station) %>%
mutate(day = ifelse(row_number()==i, df[i, colnum], day))
}
This seems to work only for the first station but not for the following stations: would you know how to solve this?
Thank you in advance!