The story
An ellipsis of longer phrases such as "firing gunshots to keep the rent down" or "keeping the rent down in the neighborhood," referring to an alleged method for preventing gentrification.
Etymology from Wiktionary, CC BY-SA 4.0.
keep the rent down
Today it means: To deter undesirables from a space, especially through intentionally off-putting behavior. Full definition →