In some areas around the Denver Metro area there is a greater chance of it being gunfire than fireworks.
In one area that we lived in, we would hear gunfire on a nightly basis...and twice the activity on the weekends!
(We could always wish it was fireworks, but with the gang activity in that area, we knew it was gunfire!)