CODEWITHSUNDEEP
rsplitdataframeplyr
mchangun
mchangun

Reputation: 10322

Split data frame into rows of fixed size

I have a bunch of data frames with varying degrees of length, ranging from approx. 15,000 to 500,000. For each of these data frames, I would like to split them up into smaller data frames each with 300 rows which I would do further processing on. How can I do this?

This (Split up a dataframe by number of rows) provides a partial answer, but it doesn't work because not all my data frames have length that are multiples of 300.

I would greatly appreciate it if a plyr and non-plyr solution can both be provided.

Upvotes: 7

Views: 7200

Answers (2)

IRTFM
IRTFM

Reputation: 263342

I don't understand why a plyr solution is needed. split works perfectly well and even hadley himself didn't suggest a plyr/reshape2 solution when he looked at the earlier question:

split(dfrm, (0:nrow(dfrm) %/% 300)  # modulo division

Does produce a warning but since you were expecting a non-evenly divisible result you should ignore it.

Upvotes: 19

user1609452
user1609452

Reputation: 4444

Something like the following may help

numBreaks <- nrow(DAT)%/%300 + 1
for( i in seq(numBreaks)){
  smallDAT <- DAT[((i-1)*300+1):(min(nrow(DAT), i*300)), ]
.....
}

Upvotes: 3

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