Diagnosing and Fixing pandas SettingWithCopyWarning: A Practical Decision Guide
SettingWithCopyWarning means pandas cannot tell whether your assignment hit the original DataFrame or a temporary slice. Diagnose the exact cause, fix it with .loc or an explicit .copy(), and know when to escalate.