The incident occurred on Sunday, on a plane headed to Jacksonville, Florida.
Delta Air Lines says the liquid was not hazardous.
The crew decided to return to the gate so the aircraft could be evaluated.
Delta moved its passengers to another aircraft to their destination.
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