rownames,county,year,crmrte,prbarr,prbconv,prbpris,avgsen,polpc,density,taxpc,region,smsa,pctmin,wcon,wtuc,wtrd,wfir,wser,wmfg,wfed,wsta,wloc,mix,pctymle 1,1,81,0.0398849,0.289696,0.402062,0.472222,5.61,0.0017868,2.307159,25.69763,central,no,20.2187,206.4803,333.6209,182.333,272.4492,215.7335,229.12,409.37,236.24,231.47,0.0999179,0.0876968 2,1,82,0.0383449,0.338111,0.433005,0.506993,5.59,0.0017666,2.330254,24.87425,central,no,20.2187,212.7542,369.2964,189.5414,300.8788,231.5767,240.33,419.7,253.88,236.79,0.1030491,0.0863767 3,1,83,0.0303048,0.330449,0.525703,0.479705,5.8,0.0018358,2.341801,26.45144,central,no,20.2187,219.7802,1394.803,196.6395,309.9696,240.1568,269.7,438.85,250.36,248.58,0.0806787,0.0850909 4,1,84,0.0347259,0.362525,0.604706,0.520104,6.89,0.0018859,2.34642,26.84235,central,no,20.2187,223.4238,398.8604,200.5629,350.0863,252.4477,281.74,459.17,261.93,264.38,0.0785035,0.0838333 5,1,85,0.036573,0.325395,0.578723,0.497059,6.55,0.0019244,2.364896,28.14034,central,no,20.2187,243.7562,358.783,206.8827,383.0707,261.0861,298.88,490.43,281.44,288.58,0.0932486,0.0823065 6,1,86,0.0347524,0.326062,0.512324,0.439863,6.9,0.0018952,2.385681,29.74098,central,no,20.2187,257.9139,369.5465,218.5165,409.8842,269.6129,322.65,478.67,286.91,306.7,0.0973228,0.0800806 7,1,87,0.0356036,0.29827,0.527596,0.43617,6.71,0.0018279,2.422633,30.99368,central,no,20.2187,281.4259,408.7245,221.2701,453.1722,274.1775,334.54,477.58,292.09,311.91,0.0801688,0.077871 8,3,81,0.0163921,0.202899,0.869048,0.465753,8.45,5.939e-4,0.976834,14.56088,central,no,7.91632,188.7683,292.6422,151.4234,202.4292,191.3742,210.75,381.72,247.38,213.17,0.0561224,0.0870046 9,3,82,0.0190651,0.162218,0.772152,0.377049,5.71,7.047e-4,0.992278,35.64073,central,no,7.91632,186.9658,345.7217,156.8826,225.0409,208.819,217.77,386.42,374.07,219.18,0.0473118,0.0864722 10,3,83,0.0151492,0.181586,1.02817,0.438356,8.69,6.587e-4,1.003861,19.26188,central,no,7.91632,193.5983,604.9115,157.1295,248.139,219.0847,236.64,382.65,268.9,223.06,0.0596206,0.0859426 11,3,84,0.0136621,0.194986,0.885714,0.5,8.01,6.089e-4,1.015444,21.39557,central,no,7.91632,219.0847,340.6593,162.2665,263.6476,228.5922,255.22,376.53,288.05,242.05,0.058997,0.0854993 12,3,85,0.0120346,0.206897,0.909091,0.366667,8.59,6.413e-4,1.030888,24.03637,central,no,7.91632,2324.598,338.7238,173.1681,250.1563,257.655,262.06,411.23,312.8,262.84,0.085034,0.084861 13,3,86,0.0129982,0.156069,1.03704,0.392857,6.03,6.762e-4,1.034749,26.59959,central,no,7.91632,241.5459,336.8101,181.6732,260.7562,228.1617,279.38,420.77,334.72,279.25,0.0516717,0.083637 14,3,87,0.0152532,0.132029,1.48148,0.45,6.35,7.459e-4,1.046332,26.89208,central,no,7.91632,255.102,376.2542,196.0101,258.565,192.3077,300.38,409.83,362.96,301.47,0.0302267,0.0826069 15,5,81,0.0093372,0.406593,0.27027,0.5,5.53,8.209e-4,0.4127659,18.6306,west,no,3.16053,147.929,284.9003,143.5132,200.3205,158.2278,157.24,318.96,233.33,191.98,0.0833333,0.0738525 16,5,82,0.0123229,0.38,0.736842,0.392857,9.7,0.0013555,0.4170213,19.52253,west,no,3.16053,147.929,343.4066,160.7526,213.6752,166.7064,164.62,314.61,247.59,188.48,0.0204082,0.0737947 17,5,83,0.0128064,0.561905,0.559322,0.272727,6.34,0.0013416,0.4170213,19.24335,west,no,3.16053,169.6833,2109.181,165.9508,196.2323,174.8252,178.17,330.5,250.17,202.07,0.3125,0.0738741 18,5,84,0.0138299,0.666667,0.447368,0.411765,5.72,0.0013345,0.4170213,24.15392,west,no,3.16053,183.9465,328.3302,167.2241,209.0301,180.9955,192.17,340.43,259.49,210.56,0.1632653,0.0738631 19,5,85,0.0124753,0.60396,0.180328,0.545455,10.04,0.0014822,0.4127659,27.50368,west,no,3.16053,204.918,254.5249,200.157,218.5315,190.6257,192.6,373.06,277.24,242.61,0.278481,0.073643 20,5,86,0.0142385,0.695652,0.270833,0.269231,5.12,0.001135,0.4127659,43.60622,west,no,3.16053,212.2016,302.1978,215.416,240.3846,196.3502,216.69,383.78,399.69,267.17,0.4081633,0.072817 21,5,87,0.0129603,0.444444,0.267857,0.6,6.76,0.0012343,0.4127659,34.81605,west,no,3.16053,226.947,372.2084,229.3209,305.9441,209.6972,237.65,358.98,331.53,281.37,0.4651163,0.0721154 22,7,81,0.0219159,0.431095,0.627049,0.431373,6,0.0014327,0.4821764,38.24473,central,no,47.9161,284.5809,307.377,174.2457,207.1006,208.4636,215.57,348.27,206.07,208.75,0.3286385,0.0836378 23,7,82,0.0173807,0.612335,0.582734,0.37037,6.11,0.0014165,0.4878049,55.98516,central,no,47.9161,308.418,326.1756,181.7081,212.1041,239.6713,219.56,355.16,226.52,230.82,0.2472527,0.0821775 24,7,83,0.024211,0.41940499999999997,0.787313,0.236967,6.37,0.0014398,0.489681,44.00379,central,no,47.9161,275.8512,575.5688,187.2412,242.1652,245.262,231.09,367.8,234.73,240.47,0.2079395,0.0806452 25,7,84,0.0223434,0.412458,0.497959,0.442623,8.77,0.0015046,0.4915572,39.47325,central,no,47.9161,297.7668,376.403,187.7682,255.2757,267.3797,247.55,365.41,252.21,243.93,0.2375,0.07906 26,7,85,0.0245848,0.380655,0.381148,0.483871,11.36,0.0015341,0.4934334,47.00904,central,no,47.9161,291.1915,358.6446,196.3563,268.3363,279.7203,253.55,392.05,277.01,260.93,0.2256214,0.0774562 27,7,86,0.0241281,0.308057,0.615385,0.483333,8.94,0.0014103,0.4934334,38.90763,central,no,47.9161,353.2182,365.4971,197.0366,290.8856,259.6154,275.95,392.36,331.41,276.15,0.3298319,0.0754904 28,7,87,0.0267532,0.36476,0.525424,0.435484,7.14,0.0015299,0.4915572,42.94759,central,no,47.9161,375.2345,397.6901,191.172,281.0651,256.7214,281.8,412.15,328.27,299.03,0.273622,0.0735373 29,9,81,0.0075178,0.631579,0.555556,0.383333,7.04,8.353e-4,0.5305164,16.85321,west,no,1.79619,195.9361,274.7253,152.7354,209.0301,178.7785,202.04,270.57,234.75,223.57,0.089172,0.079058 30,9,82,0.0087368,0.567164,0.640351,0.356164,9.95,7.389e-4,0.5352113,17.20366,west,no,1.79619,395.9276,28.8577,149.326,235.0427,180.5706,204.66,287.12,270.16,218.16,0.369863,0.0778554 31,9,83,0.0136804,0.377358,0.525,0.428571,7.16,8.604e-4,0.53990610000000006,17.97514,west,no,1.79619,216.1598,1035.503,152.6829,255.102,184.8266,235.73,316.5,273.47,243.48,0.0853242,0.076492 32,9,84,0.0143262,0.41018,0.664234,0.395604,10.6,9.007e-4,0.544601,22.24659,west,no,1.79619,223.8806,310.559,177.8069,261.3891,208.0251,245.88,318.89,291.72,262.94,0.0844156,0.0752818 33,9,85,0.0133173,0.393548,0.622951,0.407895,9.23,9.021e-4,0.5492958,25.17329,west,no,1.79619,256.4102,313.5452,194.7082,277.3669,216.0761,265.99,348.6,316.62,296.99,0.0915493,0.0739364 34,9,86,0.0114417,0.462687,0.596774,0.445946,6.73,8.539e-4,0.544601,27.28459,west,no,1.79619,265.4554,313.5452,202.1696,298.7304,219.7802,277.15,365.11,337.48,313.6,0.0634921,0.0723177 35,9,87,0.0106232,0.518219,0.476563,0.442623,8.22,8.602e-4,0.5469484,28.05474,west,no,1.79619,292.3077,377.3126,206.8215,289.3125,215.1933,290.89,377.35,367.23,342.82,0.0600858,0.0706976 36,11,81,0.0188472,0.36965,0.557895,0.226415,9.93,0.0019067,0.5910931,22.32144,west,no,1.5407,199.2377,315.5048,150.5835,195.3125,176.5392,187.2,266.62,227.69,209.27,0.1843318,0.1063334 37,11,82,0.0198536,0.425856,0.196429,0.363636,4.32,0.0013588,0.5951417,22.88071,west,no,1.5407,215.9605,320.5128,158.7005,205.2723,197.6682,173.32,290.17,247.69,225.78,0.276699,0.1049686 38,11,83,0.0191668,0.354244,0.354167,0.323529,13.44,0.0019803,0.5991903,24.6518,west,no,1.5407,213.0523,915.7509,169.1857,177.6756,203.7912,199.88,325.86,239.67,227.94,0.1152263,0.1038029 39,11,84,0.0168042,0.446429,0.21,0.380952,7.16,0.0025506,0.6072875,29.73097,west,no,1.5407,230.9701,360.5769,169.3902,241.7582,209.1609,212.34,340.77,257.89,227.54,0.0516432,0.1024648 40,11,85,0.0141194,0.530806,0.455357,0.27451,7.85,0.0024759,0.6072875,31.62309,west,no,1.5407,229.8311,364.1329,181.2447,303.6437,224.2694,205.47,365.97,282.34,246.76,0.2634731,0.1012548 41,11,86,0.0170081,0.401544,0.211538,0.363636,13.87,0.0028238,0.6072875,33.68633,west,no,1.5407,234.2835,384.6154,183.38,260.3292,217.8042,207.1,367.85,309.45,252.7,0.295,0.0999467 42,11,87,0.0146067,0.524664,0.0683761,0.5,13,0.002882,0.6113361,35.22974,west,no,1.5407,250.4006,401.3378,187.8255,258.565,237.1507,258.6,391.48,325.71,275.22,0.3195266,0.0989192 43,13,81,0.0300493,0.319665,0.481675,0.5,11.77,0.001207,0.4975787,20.10284,other,no,32.1794,192.6931,270.6553,172.9289,230.1118,182.9082,214.93,377.75,247.95,199.33,0.1796644,0.0793392 44,13,82,0.0363259,0.332885,0.430303,0.497653,5.32,0.0013436,0.5048426,22.52288,other,no,32.1794,205.612,286.4157,172.4643,241.0695,198.3213,221.54,381.69,272.44,209.87,0.13772,0.0779813 45,13,83,0.0325271,0.326021,0.491879,0.485849,6.97,0.0014763,0.5096852,24.6816,other,no,32.1794,193.2741,1268.216,178.4231,241.7582,208.4831,240.26,389.8,273.8,216.4,0.1241497,0.0765449 46,13,84,0.0301272,0.302176,0.522667,0.423469,8.89,0.0012138,0.5145279,27.70227,other,no,32.1794,240.3846,320.5128,184.9458,275.454,223.8502,262.75,392.41,294.95,220,0.1587302,0.0751876 47,13,85,0.0349786,0.298962,0.381944,0.454545,7.32,0.0013556,0.5242131,29.29789,other,no,32.1794,246.3054,331.2477,192.8121,280.0598,231.761,270.01,427.7,324.81,244.13,0.0980243,0.0738005 48,13,86,0.033536,0.309206,0.522727,0.430435,10.8,0.0012726,0.5169492,29.72961,other,no,32.1794,244.3111,359.4941,280.4174,288.4615,243.3984,287.42,439.48,349.72,260.27,0.13749,0.072228 49,13,87,0.0296409,0.365004,0.520607,0.420833,10.55,0.0013377,0.5169492,30.69649,other,no,32.1794,238.3064,366.3004,205.5358,310.1737,259.3391,303.42,449.84,350.72,283.76,0.1523723,0.0707334 50,15,81,0.0168055,0.453258,0.575,0.48913,8.83,9.521e-4,0.3009986,21.63124,other,no,61.054,192.3077,151.8219,164.6214,253.5926,169.6833,183.17,320,253.39,191.01,0.2473498,0.0905428 51,15,82,0.0200047,0.444706,0.37037,0.442857,9.48,8.473e-4,0.3024251,23.05781,other,no,61.054,188.537,169.6833,179.1843,263.9517,188.3426,200.53,347.44,265.44,204.61,0.303681,0.087408 52,15,83,0.0142092,0.383607,0.820513,0.604167,10.95,8.852e-4,0.3052782,25.77474,other,no,61.054,181.4223,2129.121,178.2224,320.5128,182.7358,207.67,344.49,269.43,215.55,0.2055336,0.0842081 53,15,84,0.016346,0.345714,0.487603,0.457627,7.52,9.341e-4,0.3038516,26.60553,other,no,61.054,160.2564,320.5128,181.0969,336.0717,167.8877,211.47,360.26,281.56,228.24,0.1864407,0.0810798 54,15,85,0.0160135,0.423977,0.565517,0.47561,16.68,8.896e-4,0.3052782,67.58157,other,no,61.054,210.7482,325.0271,193.818,326.9231,172.3187,217.01,380.33,317.34,261.01,0.2857143,0.0782715 55,15,86,0.0194461,0.419277,0.626437,0.412844,12,9.372e-4,0.3024251,33.26064,other,no,61.054,230.7692,328.9474,203.8511,373.413,210.6551,231.28,405.7,260.15,282.65,0.2691132,0.0762736 56,15,87,0.0202814,0.392111,0.769231,0.507692,10.64,0.0010353,0.3009986,34.00304,other,no,61.054,253.5926,353.2182,199.2377,356.1254,206.2816,235.05,416.49,370.62,297.13,0.234957,0.0743055 57,17,81,0.0186469,0.483986,0.463235,0.460317,7.93,0.0013272,0.3492605,24.73512,other,no,40.389,162.6483,279.9416,178.4642,202.4292,161.216,235.61,319.78,226.58,199.03,0.3380952,0.0859525 58,17,82,0.0211586,0.420155,0.476015,0.387597,5.5,0.001345,0.3492605,24.06734,other,no,40.389,166.1918,289.09,173.3922,217.1216,162.1529,255.62,338.7,219.72,204.18,0.288,0.084344 59,17,83,0.0202915,0.3632,0.546256,0.427419,9.93,0.0012987,0.3481229,25.50103,other,no,40.389,165.6239,1320.513,172.2408,238.5212,182.2645,283.19,355.36,223.73,190.15,0.1574074,0.0826743 60,17,84,0.0179276,0.422383,0.581197,0.404412,7.18,0.0012621,0.3503982,28.1753,other,no,40.389,165.2644,306.2224,185.4396,259.8753,196.1538,297.23,356.43,249.93,210.43,0.2590909,0.081045 61,17,85,0.0196959,0.464463,0.30605,0.453488,9.69,0.0013673,0.3503982,30.73238,other,no,40.389,174.8252,299.7003,190.5012,249.7502,201.8889,290.7,377.22,269.76,219.35,0.3444445,0.0796546 62,17,86,0.0185879,0.395257,0.62,0.395161,7.56,0.0014327,0.3503982,33.03183,other,no,40.389,185.5058,324.6753,200.6549,258.3238,200.9185,307.96,379.9,299.42,280.94,0.2493827,0.0786561 63,17,87,0.0304289,0.251599,0.436441,0.436893,7.32,0.0012976,0.3503982,34.96204,other,no,40.389,193.6432,346.6011,202.9595,268.3363,208.252,339.76,389.51,322.06,278.39,0.2181818,0.0776916 64,19,81,0.0225338,0.326196,0.505792,0.40458,9.56,0.0019298,0.4337209,53.86683,other,no,24.3117,207.1006,450.2303,144.7477,211.4724,174.047,419.46,375.85,238.67,205.69,0.2063733,0.0824936 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