在R data.table中 - 按组按日期​​标记/更改列

Question

I am trying to mark the maximum and minimum date of observations per ID using data.table. Whilst I thought that this would be a straight forward exercise, I do not really understand why I do not obtain the result I wish: for some reason the following data.table command only flags the overall min and max and not "per ID", even though this is indicated:

Reproducible example (to mark maximum value by ID):

library(data.table)

date1 = as.POSIXct(Sys.Date(), "%m-%d-%Y-%X")
date2 = date1 - 70000
date3 = date1 - 7000
date4 = date1 + 90000

DT = data.table(ID= rep(1:2,each = 3), Date=c(date1,date2,date3,date4,date1,date2))

# create position marker (2 means middle value for date - not min/not max)
DT[,Position:=2]

# change position marker to 3 if latest date
DT[Date==max(Date),Position:=3, by=ID]

Why does data.table not consider the "by=ID" part? What am I overlooking?

Version: Data.table 1.9.2 R: 3.0.3

Answer 1

I believe it is filtering the data, and the by statement follows. Perhaps what you want is:

DT[, Position := ifelse(Date==max(Date),3,2), by= ID]