[R] lag, count
Rui Barradas
ruipbarradas at sapo.pt
Sat Oct 15 20:45:50 CEST 2016
Hello,
Try the following.
lag<-read.table(text=" ID, y1, y2
1,0,12/25/2014
1,125,9/15/2015
1,350,1/30/2016
2,0,12/25/2012
2,450,9/15/2014
2,750,1/30/2016
2, 656, 11/30/2016
",sep=",",header=TRUE)
str(lag)
lag$y2 <- as.Date(lag$y2, format = "%m/%d/%Y")
str(lag)
# 1)
flag <- ave(lag$ID, lag$ID, FUN = seq_along)
lag2 <- cbind(lag[1], flag, lag[-1])
# 2)
y1dif <- ave(lag2$y1, lag2$ID, FUN = function(y) c(0, y[-1] -
y[-length(y)]))
y2dif <- unlist(tapply(lag2$y2, lag2$ID, FUN = function(y) c(0, y[-1] -
y[-length(y)])))
lag2 <- cbind(lag2, y1dif, y2dif)
lag2
Hope this helps,
Rui Barradas
Em 15-10-2016 17:57, Val escreveu:
> Hi all,
>
> I want sort the data by ID and Y2 then count the number of rows within
> IDs. Assign a "flag" variable to reach row starting from first to
> the last row.
> For instance, in the following data ID "1" has three rows and each
> row is assigned flag sequentially 1, 2,3.
>
> 2. In the second step, within each ID, I want get the difference
> between the subsequent row values of y1 and y2(date) values.
> Within each ID the first value of y1diff and y2diff are always 0. The
> second values for each will be the current row minus the previous
> row.
>
>
>
> lag<-read.table(text=" ID, y1, y2
> ID,Y1,y2
> 1,0,12/25/2014
> 1,125,9/15/2015
> 1,350,1/30/2016
> 2,0,12/25/2012
> 2,450,9/15/2014
> 2,750,1/30/2016
> 2, 656, 11/30/2016
> ",sep=",",header=TRUE)
>
> output looks like as follows
>
> ID,flag,y1,y2,y1dif,y2dif
> 1,1,0,12/25/2014,0,0
> 1,2,125,9/15/2015,125,264
> 1,3,350,1/30/2016,225,137
> 2,1,0,12/25/2012,0,0
> 2,2,450,9/15/2014,450,629
> 2,3,750,1/30/2016,300,502
> 2, 4, 656 11/30/2016, -94, 305
>
> Thank you
>
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