The shooting happened over the weekend in a neighborhood that was ravaged by Hurricane Katrina and has struggled with crime.
A woman and two children, ages 2 and 4, are in critical condition and a 13-year-old girl and a 37-year-old woman are in stable condition.
The victims were all in front of a house when a dark car occupied by men drove up, opened fire and sped off.
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