Hi, Use ?rep() df1 <- read.table(text="Site Scientific.name value size 'Flat Cay' 'S. iserti' 3 2.5 'Flat Cay' 'S. iserti' 2 8 'Flat Cay' 'S. iserti' 1 25 'Flat Cay' 'S. taeniopterus' 2 15",sep="",header=TRUE,stringsAsFactors=FALSE)
df2 <- df1[rep(1:nrow(df1),df1$value),-3] row.names(df2) <- 1:nrow(df2) A.K. Hello! I have a data frame that looks something like this: Site Scientific.name value size Flat Cay S. iserti 3 2.5 Flat Cay S. iserti 2 8 Flat Cay S. iserti 1 25 Flat Cay S. taeniopterus 2 15 I want to know how I can repeat the rows in this df by the value in the value column so I can get species abundance and size frequency information. The desired result would look like this Site Scientific.name size Flat Cay S. iserti 2.5 Flat Cay S. iserti 2.5 Flat Cay S. iserti 2.5 Flat Cay S. iserti 8 Flat Cay S. iserti 8 Flat Cay S. iserti 25 Flat Cay S. taeniopterus 15 Flat Cay S. taeniopterus 15 I am able to use the cast function to get a species matrix e.g.: Site S. iserti S. taeniopterus but i can't use it to analyze frequency of size class etc. Thanks so much for your help! ______________________________________________ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.