I have a record with 50 attributes. I am putting them into one pandas dataframe. I have 5 tables where I would like to insertupdate my data (50 attributes).

I wanted to know should I use one dataframe and insert or should I create 5 different dataframes from main dataframe depending upon attributes and tables and then send it for insert/update?

The primary key from main dataframe can be replicated to individual dataframes.