Check out these datasets!
Instacart dataset
(Food recommender system? Predict when next given item is eaten?)
Seattle Police Department
(Minority Report? Predict Crime Level Trends for Neighborhood? )
Seattle Dept. of Trans.
Fremont Bridge Bike Traffic
(Seems like a simple linear model with seasonal bias… what about holidays?)
Million Song Dataset
(Recommender System, Predict Genre Class)