Aside from hiding the product, you can also completely remove unused products by deleting them from your product menu.
How to delete products
Go to Admin > Products and tick all the products that you wish to delete.
Click
Actions
and chooseDelete products
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Exercise with caution when deleting a product, as it cannot be recovered once deleted.