CSV Export is timing out

Does anyone else have a problem when trying to export a csv file of a money account that it times out? I am trying to export the main treasurer account transactions to CSV and it keeps timing out. I know this ends up being a big file (for us, this account has 58 pages of transactions), but since there is not a way that I know of to only export a certain date range, I have to export everything, which I think is causing it to time out.

Does someone have any ideas on how to fix this?

I did try the searching by date option to get it down to the dates I need, which takes it down to seven pages. But the CSV file still times out. The PDF exports fine. But, I need the CSV.