Extracting selected information from thousands of emails into a csv file using mysql query

Sometimes things are not going to plan. Say you have a mobile application that thousand of users downloaded but the data collecting part was not set up correctly. Now you have an email account with thousands of emails containing excerpts of information (survey results) you now need to put somehow together.
What can you do in this situation? Is this information usable or you should not lose time with it?