oakland california is the smallest city in the san francisco bay area
oakland which also sees organized gang violence implemented operation ceasefire in 2012 in an effort to reduce the violence
 expending an average of more than 28000 per year on housing in addition to roughly 13400 on transportation bay area residents spend around 41420 per year to live in the region