I would do city by city. If it's a large city, you can split it up. Ultimately, there are going to be certain areas that perform better than others. Your data will answer this question for you over time. Note: It takes more time for data to tell you what to do in a local targeting campaign. Because it is much smaller volume than a national campaign.