City  State  Murders(1994)  Population(1994)  Murders per 100K  Region

("Detroit", "MI", 541, 992038, 54.5342, "E_NOR_CENTRAL")
("Flint", "MI", 58, 138164, 41.9791, "E_NOR_CENTRAL")
("Chicago", "IL", 928, 2.73174e+06, 33.971, "E_NOR_CENTRAL")
("Dayton", "OH", 57, 178540, 31.9256, "E_NOR_CENTRAL")
("Cleveland", "OH", 132, 492901, 26.7802, "E_NOR_CENTRAL")
("Milwaukee", "WI", 139, 617044, 22.5268, "E_NOR_CENTRAL")
("Rockford", "IL", 30, 143263, 20.9405, "E_NOR_CENTRAL")
("Fort Wayne", "IN", 38, 183359, 20.7244, "E_NOR_CENTRAL")
("South Bend", "IN", 19, 105092, 18.0794, "E_NOR_CENTRAL")
("Springfield", "IL", 17, 105938, 16.0471, "E_NOR_CENTRAL")
("Columbus", "OH", 100, 635913, 15.7254, "E_NOR_CENTRAL")
("Toledo", "OH", 40, 322550, 12.4012, "E_NOR_CENTRAL")
("Grand Rapids", "MI", 23, 190395, 12.0801, "E_NOR_CENTRAL")
("Aurora", "IL", 13, 112313, 11.5748, "E_NOR_CENTRAL")
("Cincinnati", "OH", 38, 358170, 10.6095, "E_NOR_CENTRAL")
("Akron", "OH", 23, 221886, 10.3657, "E_NOR_CENTRAL")
("Lansing", "MI", 10, 119590, 8.3619, "E_NOR_CENTRAL")
("Evansville", "IN", 8, 129452, 6.1799, "E_NOR_CENTRAL")
("Green Bay", "WI", 4, 102708, 3.89454, "E_NOR_CENTRAL")
("Ann Arbor", "MI", 4, 108817, 3.6759, "E_NOR_CENTRAL")
("Warren", "MI", 3, 142625, 2.10342, "E_NOR_CENTRAL")
("Madison", "WI", 4, 194586, 2.05565, "E_NOR_CENTRAL")
("Livonia", "MI", 1, 100415, 0.995867, "E_NOR_CENTRAL")

("Birmingham", "AL", 135, 264527, 51.0345, "E_SOU_CENTRAL")
("Jackson", "MS", 91, 193097, 47.1266, "E_SOU_CENTRAL")
("Chattanooga", "TN", 43, 152259, 28.2414, "E_SOU_CENTRAL")
("Memphis", "TN", 159, 614289, 25.8836, "E_SOU_CENTRAL")
("Montgomery", "AL", 41, 195471, 20.975, "E_SOU_CENTRAL")
("Louisville", "KY", 52, 270308, 19.2373, "E_SOU_CENTRAL")
("Mobile", "AL", 39, 204490, 19.0718, "E_SOU_CENTRAL")
("Knoxville", "TN", 24, 169311, 14.1751, "E_SOU_CENTRAL")
("Huntsville", "AL", 18, 160325, 11.2272, "E_SOU_CENTRAL")

("Newark", "NJ", 96, 258751, 37.1013, "MIDDLE_ATLANTIC")
("Buffalo", "NY", 90, 312965, 28.7572, "MIDDLE_ATLANTIC")
("Rochester", "NY", 62, 231170, 26.8201, "MIDDLE_ATLANTIC")
("Philadelphia", "PA", 404, 1.52425e+06, 26.5049, "MIDDLE_ATLANTIC")
("New York", "NY", 1561, 7.33325e+06, 21.2866, "MIDDLE_ATLANTIC")
("Pittsburgh", "PA", 64, 358883, 17.8331, "MIDDLE_ATLANTIC")
("Jersey City", "NJ", 37, 226022, 16.3701, "MIDDLE_ATLANTIC")
("Albany", "NY", 13, 104828, 12.4013, "MIDDLE_ATLANTIC")
("Paterson", "NJ", 15, 138290, 10.8468, "MIDDLE_ATLANTIC")
("Allentown", "PA", 11, 105339, 10.4425, "MIDDLE_ATLANTIC")
("Elizabeth", "NJ", 11, 106298, 10.3483, "MIDDLE_ATLANTIC")
("Syracuse", "NY", 16, 159895, 10.0066, "MIDDLE_ATLANTIC")
("Yonkers", "NY", 14, 183490, 7.62984, "MIDDLE_ATLANTIC")
("Erie", "PA", 8, 108398, 7.38021, "MIDDLE_ATLANTIC")

("Las Vegas", "NV", 105, 327878, 32.0241, "MOUNTAIN")
("Phoenix", "AZ", 231, 1.04895e+06, 22.022, "MOUNTAIN")
("Denver", "CO", 81, 493559, 16.4114, "MOUNTAIN")
("Reno", "NV", 21, 145029, 14.4799, "MOUNTAIN")
("Salt Lake City", "UT", 20, 171849, 11.6381, "MOUNTAIN")
("Albuquerque", "NM", 45, 411994, 10.9225, "MOUNTAIN")
("Tucson", "AZ", 37, 434726, 8.51111, "MOUNTAIN")
("Pueblo", "CO", 8, 100471, 7.9625, "MOUNTAIN")
("Tempe", "AZ", 9, 144289, 6.23748, "MOUNTAIN")
("Aurora", "CO", 15, 250717, 5.98284, "MOUNTAIN")
("Mesa", "AZ", 17, 313649, 5.42007, "MOUNTAIN")
("Chandler", "AZ", 6, 119227, 5.03242, "MOUNTAIN")
("Colorado Springs", "CO", 14, 316480, 4.42366, "MOUNTAIN")
("Lakewood", "CO", 5, 126031, 3.96728, "MOUNTAIN")
("Henderson", "NV", 4, 101997, 3.92168, "MOUNTAIN")
("Scottsdale", "AZ", 4, 152439, 2.624, "MOUNTAIN")
("Glendale", "AZ", 3, 168439, 1.78106, "MOUNTAIN")

("Hartford", "CT", 55, 124196, 44.2848, "NEW_ENGLAND")
("Bridgeport", "CT", 50, 132919, 37.6169, "NEW_ENGLAND")
("New Haven", "CT", 32, 119604, 26.755, "NEW_ENGLAND")
("Boston", "MA", 85, 547725, 15.5187, "NEW_ENGLAND")
("Providence", "RI", 20, 150639, 13.2768, "NEW_ENGLAND")
("Springfield", "MA", 16, 149164, 10.7264, "NEW_ENGLAND")
("Worcester", "MA", 13, 165387, 7.86035, "NEW_ENGLAND")
("Waterbury", "CT", 8, 103523, 7.72775, "NEW_ENGLAND")
("Stamford", "CT", 6, 107199, 5.59707, "NEW_ENGLAND")

("Inglewood", "CA", 46, 110085, 41.7859, "PACIFIC")
("San Bernardino", "CA", 71, 181718, 39.0715, "PACIFIC")
("Pomona", "CA", 39, 143870, 27.1078, "PACIFIC")
("Vallejo", "CA", 30, 111484, 26.9097, "PACIFIC")
("Santa Ana", "CA", 74, 290827, 25.4447, "PACIFIC")
("Los Angeles", "CA", 845, 3.44861e+06, 24.5026, "PACIFIC")
("Fresno", "CA", 84, 386551, 21.7306, "PACIFIC")
("Salinas", "CA", 24, 119814, 20.031, "PACIFIC")
("Stockton", "CA", 44, 222633, 19.7635, "PACIFIC")
("Ontario", "CA", 25, 134825, 18.5426, "PACIFIC")
("Bakersfield", "CA", 35, 191060, 18.3189, "PACIFIC")
("Fontana", "CA", 19, 103737, 18.3155, "PACIFIC")
("Tacoma", "WA", 33, 183060, 18.0269, "PACIFIC")
("Sacramento", "CA", 62, 373964, 16.5791, "PACIFIC")
("Riverside", "CA", 37, 241644, 15.3118, "PACIFIC")
("El Monte", "CA", 16, 104661, 15.2875, "PACIFIC")
("Seattle", "WA", 69, 520947, 13.2451, "PACIFIC")
("San Francisco", "CA", 91, 734676, 12.3864, "PACIFIC")
("Pasadena", "CA", 16, 134170, 11.9252, "PACIFIC")
("Portland", "OR", 50, 450777, 11.092, "PACIFIC")
("Hayward", "CA", 12, 115590, 10.3815, "PACIFIC")
("Oceanside", "CA", 15, 146229, 10.2579, "PACIFIC")
("Norwalk", "CA", 10, 100744, 9.92615, "PACIFIC")
("San Diego", "CA", 113, 1.15198e+06, 9.80922, "PACIFIC")
("Palmdale", "CA", 10, 103423, 9.66903, "PACIFIC")
("Anchorage", "AK", 22, 253649, 8.6734, "PACIFIC")
("Salem", "OR", 10, 115912, 8.62723, "PACIFIC")
("Anaheim", "CA", 24, 282133, 8.50663, "PACIFIC")
("Lancaster", "CA", 10, 119186, 8.39025, "PACIFIC")
("Moreno Valley", "CA", 11, 139311, 7.896, "PACIFIC")
("Escondido", "CA", 9, 116349, 7.73535, "PACIFIC")
("Orange", "CA", 8, 116785, 6.85019, "PACIFIC")
("Modesto", "CA", 12, 176357, 6.80438, "PACIFIC")
("West Covina", "CA", 6, 103298, 5.80844, "PACIFIC")
("Oxnard", "CA", 8, 145863, 5.4846, "PACIFIC")
("Fullerton", "CA", 6, 116863, 5.13422, "PACIFIC")
("Garden Grove", "CA", 7, 147958, 4.73107, "PACIFIC")
("Chula Vista", "CA", 7, 149255, 4.68996, "PACIFIC")
("Rancho Cucamonga", "CA", 5, 114799, 4.35544, "PACIFIC")
("Santa Rosa", "CA", 5, 116962, 4.27489, "PACIFIC")
("San Jose", "CA", 33, 816884, 4.03974, "PACIFIC")
("Spokane", "WA", 7, 192781, 3.63106, "PACIFIC")
("Concord", "CA", 4, 111889, 3.57497, "PACIFIC")
("Fremont", "CA", 6, 183575, 3.26842, "PACIFIC")
("Glendale", "CA", 5, 178481, 2.80142, "PACIFIC")
("Huntington Beach", "CA", 5, 189220, 2.64243, "PACIFIC")
("Torrance", "CA", 3, 138219, 2.17047, "PACIFIC")
("Eugene", "OR", 2, 118122, 1.69316, "PACIFIC")
("Sunnyvale", "CA", 2, 119584, 1.67246, "PACIFIC")
("Simi Valley", "CA", 1, 106949, 0.935025, "PACIFIC")
("Thousand Oaks", "CA", 1, 110981, 0.901055, "PACIFIC")
("Irvine", "CA", 1, 125624, 0.796026, "PACIFIC")
("Santa Clarita", "CA", 0, 123676, 0, "PACIFIC")

("Richmond", "VA", 160, 201108, 79.5592, "SOUTH_ATLANTIC")
("Washington", "DC", 399, 567094, 70.3587, "SOUTH_ATLANTIC")
("Atlanta", "GA", 191, 396052, 48.226, "SOUTH_ATLANTIC")
("Baltimore", "MD", 321, 702979, 45.6628, "SOUTH_ATLANTIC")
("Miami", "FL", 116, 373024, 31.0972, "SOUTH_ATLANTIC")
("Macon", "GA", 31, 109191, 28.3906, "SOUTH_ATLANTIC")
("Winston-Salem", "NC", 41, 155128, 26.4298, "SOUTH_ATLANTIC")
("Norfolk", "VA", 61, 241426, 25.2665, "SOUTH_ATLANTIC")
("Durham", "NC", 35, 143439, 24.4006, "SOUTH_ATLANTIC")
("Portsmouth", "VA", 23, 103464, 22.23, "SOUTH_ATLANTIC")
("Tampa", "FL", 62, 285523, 21.7145, "SOUTH_ATLANTIC")
("Savannah", "GA", 29, 140597, 20.6263, "SOUTH_ATLANTIC")
("Fort Lauderdale", "FL", 33, 162842, 20.265, "SOUTH_ATLANTIC")
("Columbia", "SC", 19, 104101, 18.2515, "SOUTH_ATLANTIC")
("Jacksonville", "FL", 106, 665070, 15.9382, "SOUTH_ATLANTIC")
("Raleigh", "NC", 30, 236707, 12.6739, "SOUTH_ATLANTIC")
("Newport News", "VA", 22, 179127, 12.2818, "SOUTH_ATLANTIC")
("Columbus", "GA", 20, 186470, 10.7256, "SOUTH_ATLANTIC")
("Greensboro", "NC", 21, 196167, 10.7052, "SOUTH_ATLANTIC")
("Chesapeake", "VA", 19, 180577, 10.5218, "SOUTH_ATLANTIC")
("St. Petersburg", "FL", 23, 238585, 9.64017, "SOUTH_ATLANTIC")
("Orlando", "FL", 17, 176948, 9.60734, "SOUTH_ATLANTIC")
("Alexandria", "VA", 9, 112879, 7.97314, "SOUTH_ATLANTIC")
("Hampton", "VA", 11, 139628, 7.87808, "SOUTH_ATLANTIC")
("Virginia Beach", "VA", 33, 430295, 7.66916, "SOUTH_ATLANTIC")
("Tallahassee", "FL", 9, 133718, 6.73058, "SOUTH_ATLANTIC")
("Hollywood", "FL", 8, 124992, 6.40041, "SOUTH_ATLANTIC")
("Hialeah", "FL", 3, 194120, 1.54544, "SOUTH_ATLANTIC")

("St. Louis", "MO", 248, 368215, 67.352, "W_NOR_CENTRAL")
("Kansas City", "MO", 142, 443878, 31.9908, "W_NOR_CENTRAL")
("Topeka", "KS", 35, 120646, 29.0105, "W_NOR_CENTRAL")
("Minneapolis", "MN", 62, 354590, 17.485, "W_NOR_CENTRAL")
("Wichita", "KS", 42, 310236, 13.5381, "W_NOR_CENTRAL")
("St. Paul", "MN", 29, 262071, 11.0657, "W_NOR_CENTRAL")
("Des Moines", "IA", 12, 193965, 6.18668, "W_NOR_CENTRAL")
("Independence", "MO", 6, 111669, 5.37302, "W_NOR_CENTRAL")
("Sioux Falls", "SD", 3, 109174, 2.74791, "W_NOR_CENTRAL")
("Springfield", "MO", 3, 149727, 2.00365, "W_NOR_CENTRAL")