The USGS maintains a web site where you can report if you felt today's M5.8 earthquake and indicate how strong the shaking was. As of 4:30 pm, it looks like about 100 reports have come in from all over Arizona.
The Phoenix's Channel 15 (ABC) also reports that it was felt across that region.