Can I claim all my shipping supplies under cost of goods sold?

I sell on eBay and I buy a lot of inventory, bubble mailers, tape and other supplies from eBay itself plus around the US from other wholesalers . Of course all this from eBay is in "one" excel file that I can download from eBay. Can I just claim all this under Inventory / Cost of goods sold?