[R] plyr: colvar value corresponding to max Date

Dan Murphy chiefmurphy at gmail.com
Thu Feb 13 17:13:15 CET 2014


I can do this in multiple steps with summarise, joins, etc., but can't
help thinking it can be accomplished in one plyr call.

Here's a small example:

> require(plyr)
> require(lubridate)
> data <- data.frame(
+   date = rep(as.Date(ymd(20140101 + (0:3) * 100)), 2),
+   state = rep(c("A", "B"), each = 4),
+   value = rnorm(8))

What I want is clearly

> data[c(4, 8), "value"]
[1] -1.007111 -1.527541

Here are my multiple steps:

> statemaxval <- ddply(data, "state", summarise, max_date = max(date))
> rslt <- join(data, statemaxval, by = "state")
> rslt <- subset(rslt, date == max_date)
> rslt <- rslt[!duplicated(rslt), ]
> rslt$value
[1] -1.007111 -1.527541

Is there a one-step way to accomplish this?
Something like
ddply(data, "state", summarise, "GiveMeTheValueCorrespondingToMaxDateByState!!")

Or is that only possible if there is only one unique value for a given
combination of state and max(date)?

Thanks,
Dan



More information about the R-help mailing list