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The use of tshark is described in the User Guide and the tshark man page.

Basically use tshark to read in each file and output to csv with a command similar to the following:

tshark -r infile -T tabs -E "separator=," -E "quote=d"

Adjusting the separator and quoting arguments as required.

Edit: Fixed typo for the -T option from fields to tabs