The tweet, which was deleted five minutes after being posted said, "lapdWHITE SUPREMACISTS."
The post garnered replies of concern from some of the department's 93,601 followers.
"Account has been hacked?" asked Twitter user @Derekusc.
Officials said the tweet was not posted by staff at the department, and they are investigating the incident.