I am trying to convert the string characters for months into numerical representations. As you can see from the code I am attempting to convert the numbers into characters so that I am not placing a number where a character string used to be. But I am still getting the error below. I am using na.omit so there should be no NA's in the dataset.
Warning message:
In `[<-.factor`(`*tmp*`, i, value = c(8L, 11L, 11L, 8L, 8L, 2L, :
invalid factor level, NA generated
Here is the code:
forestfires <- read.csv('forestfires.csv')
forestfireDf <- data.frame(cbind(forestfires))
forestfireDf <- na.omit(forestfireDf)
for (i in length(forestfireDf)) {
if (forestfireDf$month[i] == 'jan') {
forestfireDf$month[i] = as.character(1)
} else if (forestfireDf$month[i] == 'feb') {
forestfireDf$month[i] = as.character(2)
} else if (forestfireDf$month[i] == 'mar') {
forestfireDf$month[i] = as.character(3)
} else if (forestfireDf$month[i] == 'apr') {
forestfireDf$month[i] = as.character(4)
} else if (forestfireDf$month[i] == 'may') {
forestfireDf$month[i] = as.character(5)
} else if (forestfireDf$month[i] == 'jun') {
forestfireDf$month[i] = as.character(6)
} else if (forestfireDf$month[i] == 'jul') {
forestfireDf$month[i] = as.character(7)
} else if (forestfireDf$month[i] == 'aug') {
forestfireDf$month[i] = as.character(8)
} else if (forestfireDf$month[i] == 'sep') {
forestfireDf$month[i] = as.character(9)
} else if (forestfireDf$month[i] == 'oct') {
forestfireDf$month[i] = as.character(10)
} else if (forestfireDf$month[i] == 'nov') {
forestfireDf$month[i] = as.character(11)
} else if (forestfireDf$month[i] == 'dec') {
forestfireDf$month[i] = as.character(12)}
}
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