In reports if you collapse the columns you want collapsed they will automatically expand when you export it to a CSV file.
Hi Mark! Adjusting this setting for "Default Expand To" in options controls how much detail gets exported to the CSV (as well as how much detail gets expanded when you first open the report view):

Perfect! That helps. Thank you Heber.