This question is not related to Macs, but here is the answer anyway.

First up, anyone who uses R should understand what a factor is. Find an 
introductory text on R and read the section on factors. Even better, read the 
whole book.  It seems that it has been decided that R will not automatically 
add a factor level, which is probably a good idea.

There is an option in the read.table command of stringsAsFactors. You can set 
it to FALSE to obtain character strings. You can also convert the factor to 
character using as.character().

If Excel decides to put strange characters into your data file then that is 
Excel’s problem. I suggest looking at the file with a text editor. The free 
version of BBEdit will work fine. You can read Excel files directly using teh 
readxl package.

Ken

> On 14 Feb 2021, at 9:54 am, Parkhurst, David F. <parkh...@indiana.edu> wrote:
> 
> I have a problem I don’t know how to deal with.  I’ve used read.table to 
> create the data frame called msPdf.  It contains three vectors:  month, site, 
> conc.  Some of the site values look like this:  MLH\xca.  I was able to 
> change that with this command: msPdf$site[13]="MLH”.  That seems to have been 
> allowed because some of the other sites are simply MLH.  But the system won’t 
> let me make the same kind of change in another case:
> msPdf$site[29]="MUH”.  When I ask for that, I get 
> Warning message:
> In `[<-.factor`(`*tmp*`, 29, value = c(5L, 2L, 1L, 11L, 5L, 12L,  :
>   invalid factor level, NA generated
>> #13  May MLH\xca 0.007
> Then if I enter msPdf$site[29], I get this response:
> [1] <NA>
> Levels: CrCr LMO MCE MCH MFSC MLE MLH MLH\xca MUE MUH\xca NFSC SFSC
> 
> In other words, although other sites that were just plain MLH, there were not 
> other sites that were just plain MUH.
> How can I fix this problem?  I have no idea why excel added those \xca bits 
> to a few of the site values.
> 
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