Oakland is a pretty strange place, some areas, like around the Lake are very nice, up in the hills, very, very nice. Downtown after midnight, not so much, International Avenue area, never. I lived by the lake for years, never had a problem with the people or the police, in fact, Oakland is one of the most diverse cities in the US by almost any measurement. But the bad side of town, is really bad.