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ATLANTA, Ga. -- Police are investigating a double homicide that happened in NW Atlanta on Wednesday evening.

The incidentoccurred on the 500 block of Holly Street around 5 p.m.Police arrived on the scene and discovered a man and a woman dead outside the home.

According to authorities, the shooting appears to be domestic in nature. Police say the suspect is still-at-large and he may be the father of the victim's child.

Authorities describe the suspect as a black male in his late twenties.

The victims identities have not yet been released.