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These tweets are a pretty decent sample, though I suspect these factors (association with other phones/users and such) are more active in bid optimisation than list generation. Hands off stuff is gradually overtaking the "hand coded" elements. These, I imagine, can take advantage of wider set of heuristics.

List generation is dumber, and feels more hand coded. Basic demographics, facebook/instagram interests.



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