Is delivery services accounted for? I buy 1/3 I did a year ago, as Amazon's services are so convenient, and not much more expensive. (Especially since I throw out less now)

No way to know what data sources NielsenIQ is using, but for what it lacks in data from retailers, it probably makes up for by way of consumers' receipts.