DURHAM -- Police in Durham are continuing to investigating after a shooting occurred at the Walmart on New Hope Commons Drive shortly after 3 p.m. Wednesday 

They say Justin Atwater has been arrested and placed in Durham County Jail without bond Thursday night. 

An eyewitness to yesterday's shooting says she saw a group of women storm out of the store after an argument with a man.

As she went towards the door she heard shots and went to help a man on the ground, asking the employees for towels.

Durham police haven't released the names of the two victims but say it was a male and female who were taken to the hospital for injuries that don't appear to be life threatening.

Durham police say a car chase ensued after the shooting.

That’s when they took three people into custody for questioning. 

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