Python: Joins Question When does joins need a refactor? (Click to reveal answer) Answer When the rule is no longer easy to explain, test, or change without surprising nearby code. Refactoring is justified by reduced risk and better clarity, not by aesthetic preference alone. Additional NotesWhen does joins need a refactor? Track: Python Topic: SQL Focus: Joins Topics: JOINs Python SQL