UMS Ticket Purchasing Data

UMS has provided us with five years of anonymized ticket purchasing data from 2011 to 2015. We use the first three years for training and hold out the most recent two years for test data. This data set includes over 190,000 transactions from 48,000 users, totaling over $13 million in revenue.

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