Can I export a data.frame to csv with two header lines, one line for the column names, and one line for the comments on the column names? For instance,
d <- data.frame(a=c(1,3,4), b=c(5,6,7))
comment(d$a) <- "MWh"
comment(d$b) <- "%"
write.csv(d, "myfile.csv", ???)
Any hint appreciated, also on alternatives to comment()!
A CSV file can have multiple rows after the header row. Each row corresponds to an artifact that will be created.
If your CSV file doesn't have headers, you can add them by simply creating a new first line in the text file and typing in your headers.
A header of the CSV file is an array of values assigned to each of the columns. It acts as a row header for the data. Initially, the CSV file is converted to a data frame and then a header is added to the data frame. The contents of the data frame are again stored back into the CSV file.
If you want to preserve the numeric nature of the data, I don't think we can do it with an easy one-liner (the answer provided by @Chase changes the data type to character), but we can do it via a few manipulations that write names(d)
and the two comments out to the file first and then uses write.table()
to write the csv data lines, appending to the file we just wrote the names and comments to:
write.csv3 <- function(d, file) {
opts <- options(useFancyQuotes = FALSE)
on.exit(options(opts))
h1 <- paste(dQuote(c("", names(d))), collapse = ",")
h2 <- paste(dQuote(c("", comment(d$a), comment(d$b))), collapse = ",")
writeLines(paste(h1, h2, sep = "\n"), file)
write.table(d, file, sep = ",", append = TRUE, col.names = FALSE)
}
Here is an example:
> d <- data.frame(a=c(1,3,4), b=c(5,6,7))
> comment(d$a) <- "MWh"
> comment(d$b) <- "%"
> d
a b
1 1 5
2 3 6
3 4 7
> write.csv3(d, file = "myfile.csv")
Which produces the following file:
$ cat myfile.csv
"","a","b"
"","MWh","%"
"1",1,5
"2",3,6
"3",4,7
compared to that produced by @Chase's Answer:
$ cat output.csv
"","a","b"
"1","MHh","%"
"2","1","5"
"3","3","6"
"4","4","7"
Between the two, you should have sufficient options.
Would rbind()
ing your comments to the top of your data.frame
be an option before writing out? If you make a new object, you won't impact the structure or class of the existing columns.
d <- data.frame(a=c(1,3,4), b=c(5,6,7))
output <- rbind(c("MHh", "%"), d)
write.csv(output, "output.csv")
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