Twitter has massive data on your interests but collects only minimal information about you vs, say, Facebook which has your name, birthday etc etc. I would also argue that Twitter has BETTER interest data than Facebook b/c you are constantly interacting with thousands of tweets a day across multiple dimensions. Facebook tends to be your family and a couple pages you happened to like.

If they get your phone number, they get all of the available "data in the cloud" about you e.g. income, purchasing preferences etc. Cross reference the interests with that cloud data and you have a very precise target profile to sell to advertisers.