Reporting multiple products for contacts

I have a field called product code in the products. I associate products to contacts. Some contacts have multiple products.

I am looking for a view or a report that lists all the contacts associated with one product and shows all the other products that are associated with that contact.

I can't see a way of doing this.

Dan