
I can't tell you how often we sit at the border waiting to get back from Casino Windsor on Friday nights, we've had a few close calls with gas. Worth it for the atmosphere though. Much nicer than the casino's downtown.
To OP, I live about 10 minutes away from the airport, and the neighborhood is nothing to worry about.
Have a great trip!