A Hillbilly Party Popper is a shot shell in which the shot is replaced with confetti, scrap paper, or other ruffage. When these loads are fired paper shoots into the air and makes a popping sound similar to a party popper.
After the 4th of July there was tons of paper all over the lawn from the hillbilly party poppers.