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