Richie: In my opinion, the data frame should be seen as a table in a database. You can see it as materialized view. We have some data on this, and we want to get it into another table which we would feed into our machine learning models or whatever. This is all part of the benefits of what we were talking about with the lazy frames,. Richie: It's interesting that it does allow more database like behavior behind the scenes.