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Re:When I asked Tinder for my data, it sent me 800 pages of ... by sanxiyn on Tuesday September 26, 2017 @10:31AM (#15338957)
I actually think chat conversation from a decade ago would be quite relevant. One baseline recommendation system is "people who bought X also bought Y". Consider "people whose conversation is in cluster X generally liked people in cluster Y". If chat conversation can be usefully used to cluster users for better matching (and I think it can), it would be valuable to keep even if content is of no interest.
Re:When I asked Tinder for my data, it sent me 800 pages of ... by adrian1973 on Tuesday September 26, 2017 @10:35AM (#15338994)
> even if content is of no interest.

Can't they just keep (at most) the metadata?

Re:When I asked Tinder for my data, it sent me 800 pages of ... by sanxiyn on Tuesday September 26, 2017 @10:37AM (#15339022)
As a data scientist, I think losing actual words would be a loss. Words would be only used by word embeddings like word2vec, but actual words let you switch to better word embedding later.