Why is normalized data so important for database efficiency? or How does normalized data improve quer

Normalized data matters most when you’re scaling. Startup with 100 users? Meh. 100k? Essential.

But—don’t over-normalize. Sometimes a little redundancy (like cached counts) is worth it for performance.

Check out "Database Design for Mere Mortals" for a no-nonsense guide.