I have a list of ID's and a start date column for the first time these IDs generate value for example. We have the MonthDuration which should correspond to the start date. (Ex. for ID 1, the StartDate is 2024-01-01 which will always be MonthDuration equal to 1.
ID <- c("1","1","1","2","2")
StartDate <- c('2024-01-01', '2024-01-01', '2024-01-01', '2024-02-01','2024-02-01')
MonthDuration<- c("1","2","3","1","2")
Value <- c("153","203","391","444","212")
df <- data.frame(ID,StartDate,MonthDuration,Value)
ID StartDate MonthDuration Value
1 2024-01-01 1 153
1 2024-01-01 2 203
1 2024-01-01 3 391
2 2024-02-01 1 444
2 2024-02-01 2 212
What I want is the Date column to match the MonthDuration and StartDate to generate dates based off those 2 columns up until the max number of MonthDuration per ID.
ID StartDate MonthDuration Value Date
1 2024-01-01 1 153 2024-01-01
1 2024-01-01 2 203 2024-02-01
1 2024-01-01 3 391 2024-03-01
2 2024-02-01 1 444 2024-02-01
2 2024-02-01 2 212 2024-03-01
lubridatehas a function to add or subtract monthsAdd months
Subtract months