Analyzing patron ticketing history

I'm looking to pull some reports that analyze our patrons ticketing history before they came subscribers. I have a list of our new mainstage subscribers but do not know if there is an easy way to pull their ticketing history en mass.

We offer a number of different programming options (family shows, script readings, holiday events) and we want to see who, if any, bought single tickets to those events before becoming subscribers to our Mainstage season. The ultimate goal is to be able to say "Roughly, 30% of our new subscribers originally bought script readings before subscribers." I understand there may be overlap with patrons buying multiple programs but we would like to have a general idea of where we are having success converting single ticket buyers into subscribers.

Cheers,

Chad

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