1. A computer-implemented method, comprising: identifying, by a computing apparatus, transaction data recording payment transactions of a group of users; and computing, by the computing apparatus, a numerical value indicative of consumer sentiment of the group of the users based on a time period of the payment transactions and a quantification model.