Thanks for the responses! I didn't realize the wide variety in "ribs", so your questions/insights are spot on
1st time I bought them from a regular supermarket. They were on on sale, and very fatty - some bone but not a lot.
2nd time I bought them from Sam's club - much leaner and looked...