Created
September 29, 2012 03:42
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R code snippet that mimics Stata's "by & _n" behavior
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## | |
## See "Counting with by" for a Stata example | |
## http://www.ats.ucla.edu/stat/stata/notes/countn.htm | |
## Hadley's version (which I like most) using ave() and seq_along() | |
mydf <- data.frame(id = c(1,1,1,2,2,2,2,3,3,3), v1 = 1) | |
mydf | |
mydf$v2 <- ave(mydf$v1, mydf$id, FUN = seq_along) | |
mydf | |
## 1. Version with table() | |
mydf <- data.frame(id = c(1,1,1,2,2,2,2,3,3,3), v1 = 1) | |
mydf | |
mydf <- data.frame(mydf, v2 = as.vector(unlist(lapply(table(mydf$id), seq_len)))) | |
mydf | |
## > mydf <- data.frame(id = c(1,1,1,2,2,2,2,3,3,3), v1 = 1) | |
## > mydf | |
## id v1 | |
## 1 1 1 | |
## 2 1 1 | |
## 3 1 1 | |
## 4 2 1 | |
## 5 2 1 | |
## 6 2 1 | |
## 7 2 1 | |
## 8 3 1 | |
## 9 3 1 | |
## 10 3 1 | |
## > mydf <- data.frame(mydf, v2 = as.vector(unlist(lapply(table(mydf$id), seq_len)))) | |
## > mydf | |
## id v1 v2 | |
## 1 1 1 1 | |
## 2 1 1 2 | |
## 3 1 1 3 | |
## 4 2 1 1 | |
## 5 2 1 2 | |
## 6 2 1 3 | |
## 7 2 1 4 | |
## 8 3 1 1 | |
## 9 3 1 2 | |
## 10 3 1 3 | |
## 2. Version with by() | |
mydf <- data.frame(id = c(1,1,1,2,2,2,2,3,3,3), v1 = 1) | |
underscore_n <- function(df){n <- dim(df)[1]; seq_len(n)} | |
underscore_n(mydf) | |
mydf <- data.frame(mydf, v2 = as.vector(unlist(by(mydf, mydf$id, underscore_n)))) | |
mydf |
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Yes, much shorter... Thanks!