The variables for this data set are violent crime rate (number of violent crimes per 100,000 population), murder rate, percent in metropolitan areas, percent white, percent high school graduates, percent below the poverty level, and percent of families headed by a single parent. The data are from Statistical Abstract of the United States for 2005. state violent murder metro white HS poverty AK 593 6 65.6 70.8 90.2 8.0 AL 430 7 55.4 71.4 82.4 13.7 AR 456 6 52.5 81.3 79.2 12.1 AZ 513 8 88.2 87.6 84.4 11.9 CA 579 7 94.4 77.2 81.3 10.5 CO 345 4 84.5 90.3 88.3 7.3 CT 308 3 87.7 85.1 88.8 6.4 DE 658 3 80.1 75.3 86.5 5.8 FL 730 5 89.3 80.6 85.9 9.7 GA 454 8 71.6 66.4 85.2 10.8 HI 270 2 91.5 26.5 88.0 7.4 ID 243 2 66.4 95.5 87.9 9.8 IL 557 7 87.8 79.4 86.8 8.5 IN 353 6 70.8 88.7 87.2 7.5 IO 272 2 61.1 95.0 89.8 6.9 KS 396 5 71.4 89.4 89.6 7.1 KY 262 5 55.8 90.4 81.8 14.2 LA 646 13 72.6 64.1 78.7 16.6 MA 469 2 91.4 87.0 86.9 7.5 MD 704 10 86.1 64.5 87.4 6.1 ME 109 1 40.2 97.0 87.1 7.6 MI 511 6 74.7 81.4 87.9 8.6 MN 263 3 70.9 89.8 92.3 5.6 MO 473 5 69.4 85.4 87.9 8.6 MS 326 9 48.8 61.3 83.0 16.4 MT 365 3 54.1 91.0 91.9 9.9 NC 455 6 60.2 74.1 80.9 10.7 ND 78 2 55.9 92.4 89.5 8.4 NE 289 3 69.8 92.1 91.3 8.2 NH 149 1 59.3 96.2 90.8 5.1 NJ 366 5 94.4 76.9 87.6 6.6 NM 665 6 75.0 84.7 82.9 14.8 NV 614 9 91.5 82.5 86.3 8.7 NY 465 5 87.5 73.9 85.4 10.7 OH 333 5 77.4 85.2 88.1 9.4 OK 506 6 65.3 78.6 85.2 12.4 OR 296 2 78.7 90.9 87.4 9.7 PA 398 5 77.1 86.2 86.5 8.2 RI 286 2 90.9 89.0 81.1 8.2 SC 794 7 60.5 68.3 83.6 11.3 SD 173 1 51.9 88.7 87.5 7.2 TN 688 7 63.6 80.7 82.9 10.6 TX 553 6 82.5 83.3 78.3 13.1 UT 249 3 88.2 93.8 91.0 7.6 VA 276 6 73.0 73.8 88.4 6.6 VT 110 2 38.2 96.9 90.8 6.4 WA 347 3 82.0 85.3 89.7 7.9 WI 221 3 68.3 90.2 88.8 7.2 WV 258 4 46.1 95.2 80.9 15.5 WY 262 3 65.1 94.7 91.9 7.3 DC 1608 44 100.0 37.4 86.4 18.5