Please consider that many folks with very low incomes make food choices they can afford (which are likely high calorie), or are not educated in food choices. Fruits and vegetables are pricey, stores in poverty areas often charge exorbitant prices. Life just isn't as simple as you would portray it.
Exercising outdoors can be just plain dangerous in some neighborhoods.