"Taxpayer has poor record keeping for income."

Obviously, no one can create their records for them. Neither this reporting of Product Cost or NEC revenue is the only data to use for the tax filing. For one thing, the reporting threshold of $5k doesn't mean they bought products of only $5k and doesn't indicate what they sold nor their profit nor what still is on hand as inventory.