# Variables are as follows # total_crime_count = total overall reported crime rate per 1 million residents #annual_police_funding = annual police funding in $/resident # pct_25_hs_grad = % of people 25 years+ with 4 yrs. of high school # pct_19_not_hs_grad = % of 16 to 19 year-olds not in highschool and not highschool graduates. # pct_24_college = % of 18 to 24 year-olds in college # pct_25_college = % of people 25 years+ with at least 4 years of college # source: http://college.cengage.com/mathematics/brase/understandable_statistics/7e/students/datasets/mlr/frames/frame.html total_crime_count annual_police_funding pct_25_hs_grad pct_19_not_hs_grad pct_24_college pct_25_college 478 40 74 11 31 20 494 32 72 11 43 18 643 57 70 18 16 16 341 31 71 11 25 19 773 67 72 9 29 24 603 25 68 8 32 15 484 34 68 12 24 14 546 33 62 13 28 11 424 36 69 7 25 12 548 31 66 9 58 15 506 35 60 13 21 9 819 30 81 4 77 36 541 44 66 9 37 12 491 32 67 11 37 16 514 30 65 12 35 11 371 16 64 10 42 14 457 29 64 12 21 10 437 36 62 7 81 27 570 30 59 15 31 16 432 23 56 15 50 15 619 33 46 22 24 8 357 35 54 14 27 13 623 38 54 20 22 11 547 44 45 26 18 8 792 28 57 12 23 11 799 35 57 9 60 18 439 31 61 19 14 12 867 39 52 17 31 10 912 27 44 21 24 9 462 36 43 18 23 8 859 38 48 19 22 10 805 46 57 14 25 12 652 29 47 19 25 9 776 32 50 19 21 9 919 39 48 16 32 11 732 44 49 13 31 14 657 33 72 13 13 22 1419 43 59 14 21 13 989 22 49 9 46 13 821 30 54 13 27 12 1740 86 62 22 18 15 815 30 47 17 39 11 760 32 45 34 15 10 936 43 48 26 23 12 863 20 69 23 7 12 783 55 42 23 23 11 715 44 49 18 30 12 1504 37 57 15 35 13 1324 82 72 22 15 16 940 66 67 26 18 16