1. Always check data distribution with respect to:
b. Locations (Regions, Cities, etc)
f. Any other characteristics that one cannot have 95% of observations from only one category in them!!!!
2. Never EVER think data is SAFE! No data is!!!!
Be PARANOID ABOUT IT!!!!!!