I just want to play with a clothing related dataset. I didn't find any free one. I see that a company called Semantics3 offers something related to that for a certain price.

The database I'm looking for would have information about the size, retailer, price, color, maybe a unique barcode, etc.

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I think you will struggle with a free service. Have a look at this thread, which the consensus is that either the information is incomplete, inaccurate or both.

My expectation is you will have to apply to a paid service, or purchase the data directly from the clothing supplier.

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