This can be quite difficult to find, as most companies find this information highly sensitive for competitive reasons.
One of the possibilities is to look at similar industries that actually publish large volumes of sales information - for example, you can get quite detailed notes at the box office for cinemas or details of the gates for sports events, etc.
If you have extra money, one company that sells a frankly scary amount of information is ebay:
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