I have a dataset that looks a bit like this:
Income | Income period |
---|---|
1500 | 3 |
400 | 2 |
30000 | 1 |
Where 1 is yearly, 2 is weekly, and 3 is monthly.
I want to create a column that will show the income yearly for all rows so that I can compare them more easily.
Apologies if this is a very simple question, I guess I could recode 3 to be 12 and then have a formula that multiplies these columns together and then recode 2 to be 52 and do the same, just wanted to see if anyone has a better way of doing things as there are actually multiple columns like this with different codes for time periods that I need to fix.
library(dplyr)
df %>%
mutate(income_yr = case_when(period == 3 ~ income * 12,
period == 2 ~ income * 52,
TRUE ~ income))
#> income period income_yr
#> 1 1500 3 18000
#> 2 400 2 20800
#> 3 30000 1 30000
data
df <- data.frame(income = c(1500, 400, 30000),
period = c(3, 2, 1))
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