Q: Do features and deals tend to be binary?
A:
Yes, they tend to be binary. In this case they're not perfectly binary, because I've actually aggregated across a couple of UPC's. So you might see in the paper a feature of 50% or something like that. It just means that 50% of the brands in that aggregate were promoted.

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