You can search within a specific city by specifying its geocode. The geocode format is “latitude,longitude,radius” (for example geocode:41.8339043,-88.0123489,40km). The radius can be specified as km (kilometers) or mi (miles). See Search for Tweets for more details. To get the geocode of your city, try this site: MyGeoPosition.com