Question

Does anyone know how to speed up running the following command? I want to replace the numerical “month” values with a character string … e.g. month 1 goes to “Jul”.

This command is really really slow as the dataframe I trying to implement it on is enormous!

for (i in 1:length(CO2$month)){
    if(CO2$month[i]=='1') {CO2$months[i]<-'Jul'} else
    if(CO2$month[i]=='2') {CO2$months[i]<-'Aug'} else
    if(CO2$month[i]=='3') {CO2$months[i]<-'Sept'} else
    if(CO2$month[i]=='4') {CO2$months[i]<-'Oct'} else
    if(CO2$month[i]=='5') {CO2$months[i]<-'Nov'} else
    if(CO2$month[i]=='6') {CO2$months[i]<-'Dec'} else
    if(CO2$month[i]=='7') {CO2$months[i]<-'Jan'} else
    if(CO2$month[i]=='8') {CO2$months[i]<-'Feb'} else
    if(CO2$month[i]=='9') {CO2$months[i]<-'Mar'} else
    if(CO2$month[i]=='10') {CO2$months[i]<-'Apr'} else
    if(CO2$month[i]=='11') {CO2$months[i]<-'May'} else
    if(CO2$month[i]=='12') {CO2$months[i]<-'Jun'}
}

Answer 1

You can do it without a loop and without if-else:

set.seed(21)
CO2 <- data.frame(month=as.character(sample(1:12,24,TRUE)),
  stringsAsFactors=FALSE)
MonthAbbRotated <- month.abb[c(7:12,1:6)]
CO2$months <- MonthAbbRotated[as.numeric(CO2$month)]

If your month column isn’t really character, this is even easier:

set.seed(21)
CO2 <- data.frame(month=sample(1:12,24,TRUE))
MonthAbbRotated <- month.abb[c(7:12,1:6)]
CO2$months <- MonthAbbRotated[CO2$month]