Ebay Sales

I sell part time on eBay by purchasing used items at garage sales and flea markets.  Can I deduct the cost of the item from the sale when finalizing my taxes?  Most of the items I purchase are cash transactions.  How is the best way to handle this?  Any ideas would be appreciated.  

 

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