Two Sigma has an entire team devoted to alternative data collection, with much worse results. Alternative data isn't as useful as you think- short term truth is only one variable in market prices.
I’m not saying they have access to a single magical data source. Rather, they’re very good at identifying when a source of data is valuable to them, and milking it until it runs dry.