Yes, that is the problem. Someone else had this problem last week and solved it by using mutate+gsub to change the abbreviated month name to a month number. The problem is that that particular locale requires a period at the end of the month abbreviation. So May 2 10:40:49 works, and Nov. 2 10:40:49 works, but Nov 2 10:40:49 cannot be parsed.