Functional data management: Fundamental rules#
We have two rules for managing data in a functional way:
Start with an empty DataFrame for the clean data
Touch every variable just once
Learning Objectives#
After working through this topic, you should be able to:
remember the two rules whenever you are writing data management code
explain that you need them to track data provenance
Materials#
Video:
Download the slides.