Insertion with series works just fine: How I can use the sequence with pandas dataframe? I don’t want to iterate item by item. The goal is to efficiently insert 1000s of items from python to DB. I’m ok to change pandas to something else. Answer Can’t you have nextval(‘serial’) as…