Verify all 16 SEC teams are represented - Check for missing values in key fields (yards, down, distance) - Validate yards_gained is within reasonable range (-20 to 99) - Confirm play_type filter worked correctly - Cross-check total rushes against published box scores - Check for duplicate plays