diff --git "a/data/processed/val.csv" "b/data/processed/val.csv"
new file mode 100644--- /dev/null
+++ "b/data/processed/val.csv"
@@ -0,0 +1,3600 @@
+claim_number,age_of_driver,gender,marital_status,safty_rating,annual_income,high_education_ind,address_change_ind,living_status,accident_site,past_num_of_claims,witness_present_ind,liab_prct,channel,policy_report_filed_ind,claim_est_payout,age_of_vehicle,vehicle_category,vehicle_price,vehicle_weight,fraud,latitude,longitude
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+7722,30.0,M,1.0,61,34036.0,1,0,Rent,Parking Lot,0,0.0,46,Broker,1,3685.958816,6.0,Large,32491.61646,15865.1167,0,42.11,-93.15
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+16220,40.0,F,0.0,89,36888.0,1,1,Own,Local,2,0.0,24,Phone,0,3109.159204,10.0,Compact,20734.26681,17231.27512,0,39.0,-77.52
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+26746,28.0,F,1.0,80,33327.0,1,1,Rent,Local,0,0.0,84,Online,0,9169.149183,5.0,Large,13021.91313,51643.3524,0,39.11,-77.83
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+25110,29.0,F,0.0,83,33667.0,1,1,Rent,Parking Lot,0,0.0,69,Online,0,4305.401419,9.0,Large,19051.78413,14309.27145,1,38.79,-77.53
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+25958,76.0,F,1.0,74,43291.0,1,1,Own,Parking Lot,0,0.0,100,Broker,1,10066.88616,2.0,Medium,5984.500257,12084.66933,0,40.69,-80.3
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+22401,44.0,M,0.0,83,37847.0,1,1,Rent,Local,0,1.0,42,Phone,0,1487.940172,2.0,Compact,13440.28493,10981.24607,0,39.83,-105.06
+27489,46.0,F,1.0,75,38285.0,1,0,Own,Local,1,0.0,7,Online,1,1870.034005,8.0,Compact,11929.68906,43628.74997,0,41.71,-94.92
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+26079,58.0,F,1.0,67,40611.0,1,0,Rent,Local,0,0.0,74,Phone,0,3134.797099,4.0,Large,17409.21047,23317.21768,0,39.69,-104.81
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+9277,26.0,M,1.0,34,32569.0,1,0,Rent,Local,2,1.0,1,Online,1,2513.400094,3.0,Large,10530.12679,4811.205813,1,39.47,-103.95
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+25859,23.0,F,0.0,75,31351.0,0,1,Rent,Local,0,0.0,88,Online,1,1574.92506,3.0,Large,15731.15553,26096.54431,1,42.02,-93.64
+18913,40.0,M,1.0,78,36885.0,1,0,Rent,Local,0,0.0,50,Phone,0,2301.929768,3.0,Medium,5037.326905,36318.00583,0,39.86,-104.86
+8390,28.0,F,1.0,86,33320.0,0,0,Rent,Parking Lot,0,0.0,49,Online,0,2195.560539,5.0,Large,22889.35044,51639.69455,0,38.75,-77.43
+26312,37.0,M,0.0,88,36101.0,1,1,Own,Parking Lot,0,1.0,99,Broker,1,5694.546683,5.0,Compact,19098.91219,15983.78919,0,40.54,-79.8
+15773,33.0,M,0.0,42,34960.0,0,0,Own,Parking Lot,0,0.0,50,Online,1,5049.669006,1.0,Medium,46567.79343,6995.019482,0,33.48,-112.25
+29909,38.0,M,0.0,72,36365.0,1,0,Own,Local,0,0.0,76,Phone,1,4545.301485,3.0,Large,2977.861645,33020.74294,0,39.66,-104.84
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+10112,27.0,M,1.0,59,32969.0,1,1,Rent,Parking Lot,0,0.0,85,Online,1,7318.940471,5.0,Medium,27660.9271,20613.04475,0,42.05,-93.87
+10157,21.0,M,1.0,76,30446.0,1,0,Own,Parking Lot,2,0.0,58,Online,1,3284.297581,2.0,Medium,30538.70054,11745.0566,0,39.86,-104.86
+18120,52.0,F,1.0,53,39509.0,0,1,Rent,Parking Lot,2,1.0,0,Phone,1,7034.074691,2.0,Compact,14963.87738,21485.40418,0,40.64,-80.49
+18224,37.0,M,1.0,71,36119.0,1,1,Own,Local,0,0.0,2,Phone,1,3181.569323,7.0,Compact,13897.52521,22904.88999,0,38.61,-77.64
+18530,54.0,F,1.0,69,39884.0,1,0,Own,Local,0,0.0,41,Broker,0,7737.470018,5.0,Large,25178.02251,36205.38739,0,40.63,-80.08
+27425,42.0,M,0.0,34,37383.0,0,1,Rent,Parking Lot,2,0.0,37,Broker,1,5207.113381,4.0,Compact,57032.10336,12601.4497,0,33.46,-111.98
+11746,59.0,F,0.0,81,40783.0,1,1,Own,Local,0,0.0,6,Broker,0,3658.864736,6.0,Medium,19927.86999,12449.87115,0,40.61,-80.25
+9281,41.0,F,1.0,86,37122.0,1,0,Own,Local,2,0.0,91,Phone,0,1854.658129,3.0,Medium,23029.94665,35005.26747,0,39.79,-105.11
+3890,50.0,M,1.0,79,39136.0,1,1,Own,Parking Lot,4,0.0,47,Broker,1,3490.620044,10.0,Compact,77311.89508,44036.82919,0,33.5,-112.08
+14206,24.0,F,0.0,60,31782.0,0,0,Rent,Parking Lot,1,0.0,85,Online,1,3310.077976,1.0,Large,17868.08105,38927.10171,0,39.88,-105.05
+27444,54.0,M,0.0,76,39892.0,1,1,Own,Parking Lot,1,0.0,67,Broker,0,5503.675747,1.0,Large,20776.18724,31846.12094,0,38.92,-77.35
+6996,43.0,M,1.0,69,37623.0,1,0,Rent,Parking Lot,0,1.0,56,Broker,0,3341.275487,4.0,Medium,22116.37646,22483.43291,0,38.84,-77.56
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+18141,38.0,M,0.0,80,36378.0,0,1,Rent,Highway,0,0.0,40,Phone,1,3277.13213,1.0,Large,15612.50802,8826.848537,0,41.36,-93.79
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+27070,58.0,F,1.0,67,40583.0,0,1,Own,Highway,2,0.0,2,Phone,1,3916.352909,0.0,Large,21489.17937,13806.33847,0,40.29,-79.88
+17596,48.0,M,1.0,88,38733.0,0,1,Own,Highway,1,1.0,69,Broker,1,1341.026789,3.0,Large,12006.09339,37769.7643,0,42.11,-92.98
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+9320,32.0,M,1.0,67,34665.0,1,1,Rent,Local,0,0.0,13,Broker,1,2953.298492,2.0,Large,29843.97509,21943.87075,0,39.88,-104.8
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+16004,25.0,F,1.0,92,32191.0,1,1,Own,Highway,0,0.0,50,Online,0,2266.963667,9.0,Compact,27094.60989,45533.76567,0,39.45,-104.85
+19138,41.0,F,1.0,59,37128.0,1,1,Own,Highway,0,1.0,99,Broker,1,1901.108502,0.0,Large,14752.82432,19486.21695,0,41.2,-92.88
+23805,50.0,F,1.0,73,39126.0,0,0,Rent,Parking Lot,0,0.0,38,Broker,0,4342.562442,3.0,Medium,31228.46559,28748.23435,0,40.31,-79.79
+18298,51.0,M,0.0,36,39321.0,0,1,Rent,Local,2,1.0,16,Phone,1,2608.903377,7.0,Large,18172.00507,37356.85168,0,42.02,-93.62
+1985,32.0,F,1.0,87,34668.0,1,0,Rent,Highway,0,1.0,43,Broker,1,5096.173935,6.0,Large,23515.26724,17890.90176,0,33.62,-112.0
+15386,57.0,M,1.0,74,40418.0,0,0,Own,Parking Lot,1,0.0,19,Broker,1,6598.266153,7.0,Medium,25856.43582,13351.60102,0,33.46,-111.98
+13995,60.0,F,1.0,100,40941.0,1,0,Own,Highway,0,0.0,96,Broker,1,4289.833215,3.0,Medium,51775.53237,77657.65792,0,38.87,-77.4
+9484,52.0,M,1.0,87,39517.0,1,1,Own,Highway,0,0.0,50,Phone,1,2373.495535,2.0,Medium,14535.85371,15381.23605,0,41.36,-93.47
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+5790,46.0,M,1.0,94,38278.0,1,0,Rent,Local,0,1.0,23,Broker,1,4630.590061,6.0,Compact,28724.93418,24381.31992,0,39.11,-77.83
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+21892,42.0,F,0.0,78,37366.0,1,1,Own,Highway,1,1.0,0,Broker,1,7270.414926,4.0,Large,14301.5548,29314.21523,0,38.75,-77.43
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+29498,54.0,M,0.0,92,39897.0,0,1,Own,Highway,0,0.0,50,Broker,0,6963.621823,5.0,Large,18866.23391,32064.13734,0,38.66,-77.43
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+6731,58.0,F,1.0,87,40592.0,1,1,Rent,Local,0,0.0,74,Broker,0,11942.08426,3.0,Large,31305.68221,10079.84487,0,33.56,-112.0
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+25234,37.0,M,1.0,77,36125.0,1,1,Rent,Local,0,0.0,9,Phone,1,2011.689318,5.0,Large,14588.64602,10200.12615,0,39.6,-104.71
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+27880,40.0,M,1.0,61,36882.0,0,0,Own,Local,0,1.0,84,Phone,1,4799.026901,7.0,Medium,12346.8966,13829.16608,0,41.72,-93.6
+17799,28.0,M,1.0,64,33328.0,1,1,Rent,Local,1,1.0,2,Online,1,4215.064877,5.0,Large,28143.2948,22702.13706,0,39.85,-105.13
+23112,23.0,M,1.0,82,31359.0,1,0,Rent,Local,2,0.0,3,Online,0,3949.538127,10.0,Compact,10617.889,16245.53375,0,39.88,-104.8
+19193,51.0,F,0.0,18,39318.0,0,1,Rent,Local,1,0.0,10,Broker,0,6980.071178,3.0,Compact,21362.75039,31963.26149,0,39.69,-104.81
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+24632,41.0,F,1.0,85,37138.0,1,1,Rent,Local,0,0.0,2,Phone,0,2780.257998,9.0,Compact,5261.00687,27963.11539,1,41.61,-94.02
+2844,44.0,M,1.0,86,37842.0,1,1,Own,Parking Lot,0,0.0,100,Broker,0,3522.880878,5.0,Medium,40389.98269,25722.37438,0,40.29,-79.88
+10782,29.0,F,1.0,71,33671.0,0,0,Own,Local,2,0.0,51,Online,1,8772.157539,5.0,Compact,24255.73185,11461.37824,0,33.32,-111.99
+28376,24.0,M,0.0,78,31783.0,0,1,Rent,Parking Lot,0,0.0,50,Online,0,4000.42983,4.0,Large,9208.843525,27769.57925,1,40.12,-79.86
+24472,48.0,M,1.0,70,38713.0,0,0,Own,Highway,0,0.0,73,Phone,0,2766.648709,2.0,Medium,14191.27078,40330.73904,0,40.7,-93.36
+16390,54.0,F,1.0,81,39890.0,0,1,Rent,Local,3,1.0,67,Broker,1,2695.65847,4.0,Compact,37170.44142,11525.9751,0,39.77,-105.09
+12848,55.0,M,1.0,84,40085.0,1,1,Own,Highway,3,0.0,12,Phone,1,4052.570782,5.0,Compact,16354.73085,12835.74798,1,39.99,-105.09
+24887,27.0,F,1.0,94,32965.0,1,0,Rent,Highway,2,0.0,73,Broker,1,4326.243881,4.0,Large,23016.19448,22111.18242,0,39.69,-104.69
+19331,43.0,M,1.0,77,37626.0,0,1,Own,Parking Lot,0,0.0,40,Broker,0,5911.802553,5.0,Large,19438.27034,18468.33698,0,42.03,-93.65
+16388,49.0,F,1.0,88,38926.0,1,1,Own,Local,2,0.0,50,Broker,1,4836.326529,5.0,Compact,17137.95224,8176.94644,0,39.36,-104.9
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+28186,35.0,M,0.0,31,35553.0,0,1,Rent,Highway,1,0.0,0,Broker,1,6973.516118,3.0,Compact,5822.316934,15101.35533,1,40.59,-80.22
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+17285,31.0,F,0.0,80,34345.0,0,0,Own,Highway,3,0.0,55,Broker,1,8696.273795,6.0,Compact,16413.23629,17741.68525,0,33.37,-112.03
+10731,57.0,M,1.0,90,40434.0,1,0,Own,Parking Lot,0,0.0,12,Broker,0,7327.482844,3.0,Large,22136.76285,17135.79051,0,39.16,-77.61
+5719,30.0,F,1.0,55,34018.0,0,0,Rent,Parking Lot,0,0.0,50,Phone,0,2948.643943,2.0,Compact,44435.82244,18612.6978,0,33.47,-112.19
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+23847,41.0,M,1.0,83,37109.0,1,1,Own,Local,3,0.0,52,Broker,1,3830.67511,3.0,Medium,58167.63888,27095.96859,0,39.89,-105.11
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+20489,47.0,F,1.0,73,38518.0,0,0,Own,Parking Lot,0,1.0,100,Online,0,4711.475386,5.0,Large,11800.41556,14247.68247,0,39.94,-105.06
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+20857,47.0,M,0.0,54,38488.0,1,0,Own,Local,0,0.0,72,Phone,1,6684.610269,2.0,Large,27723.12752,32897.59994,0,40.61,-80.25
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+13662,48.0,F,1.0,91,38725.0,1,0,Own,Local,0,0.0,2,Online,1,1347.291979,2.0,Medium,22848.71718,72536.30697,0,40.27,-79.88
+18801,53.0,F,1.0,88,39704.0,1,0,Own,Highway,0,0.0,49,Broker,1,5249.085293,9.0,Medium,7713.326421,13488.64996,0,41.84,-94.42
+15682,43.0,F,1.0,84,37607.0,1,0,Own,Local,0,0.0,99,Broker,1,6526.504068,6.0,Large,19604.10783,27027.08601,0,39.83,-105.06
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+9449,52.0,M,1.0,77,39516.0,1,1,Own,Local,0,0.0,18,Broker,1,3821.029562,5.0,Large,21845.9747,40412.9904,1,33.45,-111.97
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+7661,24.0,M,0.0,79,31798.0,0,0,Own,Local,0,0.0,13,Online,1,5707.324906,4.0,Large,34908.57333,12665.32481,0,41.67,-93.24
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+27298,33.0,M,1.0,79,34975.0,1,0,Rent,Local,1,0.0,50,Broker,1,8783.391754,6.0,Large,58768.99136,28055.83409,0,41.51,-93.48
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+28837,73.0,F,1.0,79,42901.0,1,1,Rent,Highway,0,0.0,2,Phone,0,3018.49475,9.0,Compact,34853.62469,34927.90811,1,39.77,-105.09
+17310,40.0,M,1.0,77,36895.0,1,1,Rent,Local,0,0.0,25,Broker,0,2805.90195,6.0,Large,6471.199427,3762.840422,0,39.96,-105.02
+18471,36.0,M,0.0,91,35824.0,0,1,Rent,Local,2,1.0,98,Broker,1,6833.41856,3.0,Medium,35012.60815,11044.76296,0,40.76,-80.32
+16190,44.0,M,1.0,71,37829.0,1,1,Rent,Local,0,0.0,21,Broker,1,4600.706036,8.0,Medium,29046.27369,36326.37943,0,39.88,-104.8
+3896,24.0,F,0.0,26,31794.0,1,0,Rent,Local,1,1.0,77,Broker,0,2644.027063,2.0,Large,22426.028,36194.13945,0,33.63,-112.11
+12898,28.0,M,1.0,65,33322.0,1,0,Own,Highway,0,0.0,96,Online,1,6526.021786,8.0,Large,18013.88891,19718.70048,0,41.5,-94.64
+2792,28.0,M,0.0,59,33339.0,0,1,Rent,Local,0,0.0,21,Online,0,3422.395979,7.0,Large,32941.41253,12256.64958,0,41.54,-94.92
+21346,35.0,M,0.0,87,37400.0,1,0,Own,Parking Lot,3,0.0,56,Phone,1,5512.726166,2.0,Large,42540.73895,30546.46675,0,38.84,-77.44
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+2316,48.0,M,1.0,75,38725.0,1,1,Own,Local,0,0.0,100,Broker,0,3209.829602,4.0,Large,21482.56095,8510.346219,0,39.82,-105.1
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+18403,28.0,M,1.0,40,33311.0,1,1,Own,Parking Lot,0,0.0,100,Online,0,4514.061826,5.0,Large,15213.55655,14920.4007,0,38.75,-77.43
+26542,35.0,F,1.0,89,35550.0,0,0,Rent,Local,2,0.0,2,Phone,1,5472.919534,4.0,Large,16510.17115,17853.64392,0,39.63,-104.78
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+19266,30.0,M,1.0,40,34025.0,1,1,Rent,Highway,0,0.0,100,Broker,1,3292.320895,3.0,Large,35451.18934,55195.11513,0,33.45,-112.07
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+9240,53.0,M,1.0,83,39701.0,1,0,Own,Local,0,0.0,1,Broker,1,5873.786092,4.0,Medium,13639.64872,5320.051158,0,38.92,-77.92
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+11848,54.0,M,0.0,73,39868.0,1,1,Rent,Local,0,0.0,24,Broker,1,6428.84474,5.0,Medium,27770.70426,11067.6083,0,33.59,-112.1
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+5812,22.0,M,1.0,88,30907.0,1,0,Rent,Highway,1,0.0,51,Online,1,4647.815664,7.0,Compact,40405.67958,18182.95266,0,40.42,-80.35
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+25766,43.0,M,1.0,82,37619.0,1,0,Own,Local,1,0.0,26,Broker,1,7658.703031,6.0,Large,13529.14641,26776.92812,0,40.61,-80.25
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+3739,68.0,M,1.0,80,42193.0,1,0,Rent,Highway,0,1.0,50,Online,1,2877.265863,4.0,Large,19482.73786,34103.4593,0,41.61,-94.02
+19203,55.0,M,1.0,80,40069.0,1,1,Own,Parking Lot,1,0.0,0,Phone,1,5669.758105,6.0,Compact,13842.40747,26766.64898,0,33.45,-111.97
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+9645,49.0,F,0.0,60,38915.0,0,0,Rent,Local,1,0.0,75,Broker,1,5491.88777,7.0,Medium,10434.60052,18433.65556,1,39.69,-104.81
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+20266,36.0,F,1.0,59,35816.0,0,0,Own,Local,0,0.0,96,Broker,0,4507.614144,5.0,Medium,27114.2132,42761.00505,0,40.36,-80.41
+27780,27.0,F,1.0,83,32962.0,1,0,Own,Parking Lot,0,1.0,5,Online,1,3897.15235,3.0,Compact,32732.90982,23472.98873,0,39.04,-77.48
+3553,27.0,M,1.0,91,32986.0,1,0,Rent,Local,0,0.0,55,Online,0,3355.473511,3.0,Large,2759.646555,23554.46909,0,40.38,-79.81
+26070,42.0,M,1.0,75,37392.0,1,1,Own,Parking Lot,3,0.0,50,Phone,1,6769.727255,4.0,Compact,16391.06719,36079.30851,0,33.44,-112.07
+25550,62.0,F,1.0,87,41263.0,1,1,Rent,Local,0,0.0,11,Broker,0,4732.978848,7.0,Compact,32623.33203,36016.77255,0,39.13,-77.77
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+16797,48.0,M,1.0,78,38720.0,1,0,Rent,Local,0,1.0,44,Broker,1,3297.871916,4.0,Medium,8065.524012,16496.13149,0,41.5,-94.52
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+5091,24.0,M,0.0,83,31778.0,1,0,Rent,Local,0,0.0,95,Online,1,3550.666452,4.0,Compact,54822.41533,35825.73563,0,40.64,-79.84
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+29586,63.0,F,1.0,82,41426.0,1,1,Rent,Local,0,0.0,21,Broker,0,3628.60056,5.0,Medium,25854.3387,16857.47546,0,42.02,-93.64
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+27145,48.0,M,1.0,70,38706.0,1,0,Own,Parking Lot,0,0.0,30,Broker,1,3520.530254,6.0,Large,28819.06045,28967.23817,0,39.11,-77.83
+24036,62.0,F,0.0,67,41277.0,1,0,Own,Local,0,0.0,49,Broker,0,5443.130779,2.0,Compact,49720.01497,21825.77936,1,41.87,-94.67
+24099,44.0,F,1.0,87,37832.0,1,1,Own,Local,0,0.0,38,Phone,0,6087.848622,3.0,Compact,14128.04675,21264.90465,1,42.02,-93.62
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+8892,53.0,F,1.0,59,39720.0,0,1,Rent,Local,0,0.0,3,Phone,0,4066.191025,2.0,Compact,26422.24551,24292.77936,0,41.01,-93.3
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+1274,57.0,M,1.0,72,40422.0,0,1,Rent,Parking Lot,3,0.0,0,Broker,1,2120.741351,6.0,Compact,16091.15399,12433.50189,1,33.46,-111.98
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+8408,57.0,F,1.0,78,40443.0,1,0,Own,Highway,0,0.0,11,Broker,0,4817.083574,4.0,Compact,32484.48195,15061.78693,0,40.31,-79.79
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+9463,43.0,M,1.0,68,37624.0,0,0,Own,Local,0,0.0,68,Online,0,3215.314326,4.0,Compact,17669.4255,25583.22423,1,40.63,-79.94
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+20328,68.0,M,1.0,63,42194.0,1,1,Own,Highway,0,0.0,67,Broker,1,3982.886716,3.0,Medium,17956.04719,12278.23701,0,40.64,-80.49
+28471,35.0,F,1.0,77,35564.0,1,1,Rent,Local,0,0.0,67,Phone,0,3283.336111,5.0,Compact,19505.17327,14825.14119,0,39.63,-104.78
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+10780,50.0,F,1.0,74,39118.0,1,1,Rent,Local,1,0.0,27,Broker,1,6923.533957,4.0,Large,31749.05797,17266.9505,0,38.97,-77.73
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+17457,21.0,M,0.0,63,30446.0,1,0,Rent,Highway,2,1.0,1,Online,1,10853.00635,6.0,Medium,7571.938494,13158.49179,1,40.27,-79.88
+29168,45.0,F,1.0,84,38070.0,1,0,Rent,Local,1,0.0,87,Broker,1,1854.624807,5.0,Large,10459.40205,8299.701181,0,38.9,-77.45
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+26592,27.0,M,0.0,87,32960.0,1,0,Rent,Local,0,0.0,78,Online,1,5266.937135,5.0,Compact,27735.29837,28588.01608,0,33.45,-111.97
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+21735,39.0,M,1.0,83,36644.0,1,1,Own,Local,0,1.0,19,Online,1,3032.411376,5.0,Large,14717.12665,27004.77438,0,41.67,-93.24
+18829,52.0,M,1.0,74,39514.0,1,0,Rent,Local,1,1.0,50,Broker,1,4395.255917,10.0,Large,6466.598032,18178.6906,0,38.66,-77.7
+21215,43.0,F,1.0,93,37612.0,1,0,Rent,Highway,0,0.0,60,Phone,0,3786.875079,6.0,Medium,14464.61999,3741.389754,0,42.02,-93.64
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+17970,35.0,M,1.0,82,35558.0,1,1,Rent,Parking Lot,3,1.0,87,Online,1,2770.868518,3.0,Compact,53627.28277,30003.70435,0,33.49,-112.21
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+22048,20.0,F,1.0,79,29958.0,1,1,Rent,Local,1,0.0,95,Online,1,9011.685294,7.0,Medium,14815.78467,27359.51823,0,33.44,-112.07
+15762,42.0,M,1.0,72,37379.0,0,0,Rent,Local,1,1.0,88,Broker,1,1608.84386,2.0,Medium,25823.17136,16215.84794,0,38.79,-77.53
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+20201,42.0,M,0.0,84,37376.0,1,0,Own,Local,0,0.0,53,Online,1,3151.092234,4.0,Large,32805.00132,22151.35045,0,39.82,-105.1
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+15108,47.0,F,1.0,92,38509.0,1,1,Own,Local,0,1.0,95,Broker,0,7230.038531,3.0,Large,19316.66637,20415.84478,0,39.96,-105.02
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+4529,64.0,M,0.0,84,41605.0,0,0,Own,Local,0,0.0,60,Broker,0,1792.713669,3.0,Large,18928.12214,34704.86291,1,33.45,-111.97
+23501,28.0,M,1.0,72,33322.0,1,1,Rent,Parking Lot,3,0.0,77,Online,1,11207.35141,3.0,Medium,24887.21585,55136.3107,0,33.46,-111.98
+16565,61.0,M,1.0,73,41115.0,1,0,Rent,Local,0,0.0,51,Broker,0,5538.305874,5.0,Medium,38025.26927,65426.68055,0,39.69,-104.81
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+25099,24.0,M,1.0,66,31760.0,1,0,Rent,Parking Lot,0,0.0,13,Online,1,6515.98063,1.0,Medium,7339.134006,12003.99797,0,38.92,-77.35
+11759,43.0,F,1.0,76,37604.0,0,0,Own,Local,1,1.0,49,Phone,1,6110.774222,6.0,Compact,36229.24817,18241.57382,0,39.13,-77.71
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+8361,28.0,M,1.0,77,33323.0,0,1,Rent,Parking Lot,1,0.0,92,Online,1,5119.276252,5.0,Large,57682.79433,38886.44078,0,40.12,-79.86
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+9984,40.0,F,1.0,83,36890.0,1,0,Own,Highway,0,0.0,100,Broker,1,2383.664535,3.0,Compact,16080.74763,13446.50523,0,33.44,-112.07
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+11872,33.0,F,1.0,77,34953.0,1,0,Rent,Local,0,0.0,22,Broker,1,3292.075023,5.0,Medium,38665.60599,22275.51131,0,39.96,-105.14
+12261,26.0,F,1.0,79,32585.0,1,0,Own,Parking Lot,1,0.0,29,Phone,1,5276.761081,4.0,Compact,14546.38612,35322.24265,0,39.69,-104.81
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+21011,50.0,F,1.0,78,39098.0,1,1,Own,Local,0,1.0,12,Broker,1,10479.77479,5.0,Medium,37023.24694,14115.17159,0,38.61,-77.64
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+27866,47.0,F,1.0,96,38504.0,1,0,Rent,Parking Lot,0,0.0,15,Broker,0,4546.296449,9.0,Large,14407.8537,8475.209417,0,39.79,-105.11
+18135,46.0,F,1.0,47,38280.0,1,1,Own,Local,0,1.0,85,Broker,1,5071.954717,7.0,Medium,22852.13813,11096.83223,0,38.97,-77.64
+17870,43.0,M,1.0,60,37601.0,1,1,Own,Local,0,0.0,51,Phone,1,4123.444155,5.0,Compact,56155.79735,19427.02567,0,39.77,-105.09
+28302,46.0,F,0.0,90,38287.0,1,0,Own,Local,1,1.0,51,Broker,1,1343.698623,3.0,Compact,15951.12786,53603.57816,0,39.77,-105.09
+25747,44.0,F,1.0,74,37840.0,0,1,Rent,Local,5,0.0,50,Online,1,5354.31744,9.0,Medium,18199.44677,18264.89493,0,39.63,-104.78
+21953,52.0,F,1.0,87,39512.0,1,1,Own,Parking Lot,0,0.0,26,Phone,0,4315.669466,3.0,Large,22781.12417,9727.427358,0,33.73,-112.14
+4394,39.0,M,1.0,72,36643.0,0,1,Own,Parking Lot,4,1.0,50,Broker,1,2848.542151,3.0,Medium,17021.0492,5833.598038,0,39.69,-104.81
+2833,52.0,F,1.0,53,39515.0,1,0,Rent,Local,0,0.0,50,Broker,0,2440.472773,7.0,Large,28466.87104,20746.39025,1,40.13,-79.9
+17854,37.0,F,0.0,53,36117.0,0,0,Rent,Parking Lot,0,0.0,18,Online,1,5467.697384,8.0,Medium,41115.64117,31902.40401,0,40.31,-80.12
+143,50.0,F,1.0,66,39150.0,1,0,Rent,Local,0,1.0,49,Broker,0,6117.432577,2.0,Large,43600.52774,39154.52864,0,42.41,-93.37
+17077,49.0,F,0.0,82,38937.0,1,0,Own,Parking Lot,0,0.0,50,Broker,0,1662.759863,2.0,Compact,6942.86733,22206.49656,0,39.36,-104.6
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+26184,27.0,M,0.0,96,32981.0,1,0,Rent,Local,1,1.0,3,Online,0,5544.101295,4.0,Large,19653.88087,11403.85625,0,40.56,-80.21
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+20981,49.0,M,1.0,87,38913.0,0,1,Rent,Local,0,0.0,95,Broker,0,4654.380309,2.0,Medium,19340.63197,26461.90425,0,40.38,-79.81
+18060,29.0,M,1.0,80,33662.0,1,1,Own,Local,1,0.0,8,Online,1,4349.392526,5.0,Medium,10662.9436,15950.89428,0,40.12,-79.86
+9638,29.0,F,0.0,95,33659.0,1,0,Rent,Local,1,0.0,86,Online,0,4470.834437,6.0,Large,11511.87069,23397.61158,0,40.17,-79.86
+10516,38.0,M,0.0,85,36369.0,1,0,Rent,Local,0,0.0,58,Broker,0,6663.796157,8.0,Compact,13493.64918,15433.02561,0,40.13,-79.9
+19935,60.0,F,1.0,88,40945.0,1,0,Own,Parking Lot,0,0.0,100,Online,1,6540.935007,6.0,Large,24424.41214,13384.38987,0,33.59,-112.11
+6734,51.0,M,1.0,70,39312.0,1,1,Own,Local,1,0.0,22,Broker,0,3394.114445,3.0,Large,21278.62182,13518.65591,0,38.67,-77.99
+27541,44.0,F,0.0,88,37848.0,1,0,Own,Local,0,0.0,99,Broker,0,5692.393983,5.0,Large,33104.24536,11163.03697,0,39.79,-105.11
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+10982,50.0,F,0.0,90,39130.0,1,1,Rent,Highway,0,1.0,28,Phone,0,4511.764194,13.0,Medium,16041.6295,12953.12182,0,42.17,-94.1
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+6663,51.0,M,1.0,79,39317.0,0,0,Rent,Local,2,0.0,93,Broker,1,6642.875299,7.0,Compact,15158.86461,18117.12493,1,39.13,-77.66
+15759,76.0,M,1.0,72,43305.0,1,1,Own,Local,0,0.0,30,Broker,1,2899.124264,2.0,Large,10552.80328,13175.27018,0,39.7,-104.79
+16546,51.0,M,0.0,97,39324.0,1,1,Own,Parking Lot,2,1.0,63,Broker,1,10952.98391,4.0,Compact,29787.77861,15160.49904,0,40.54,-79.8
+18936,52.0,F,0.0,91,39503.0,0,1,Own,Highway,0,0.0,55,Broker,1,6291.798875,4.0,Medium,23617.27203,15560.44507,1,33.44,-112.07
+29753,29.0,F,1.0,90,33689.0,1,1,Own,Local,0,0.0,76,Online,0,6970.159822,10.0,Compact,29471.00871,27367.7605,0,41.72,-93.6
+13809,39.0,F,1.0,85,36644.0,0,1,Rent,Parking Lot,0,0.0,70,Broker,0,3684.267009,4.0,Medium,6736.435771,30401.43662,0,42.05,-93.87
+15298,61.0,M,1.0,95,41087.0,0,0,Own,Local,0,0.0,2,Phone,0,4714.726742,7.0,Compact,34614.58767,24334.71793,0,38.81,-77.46
+11037,56.0,M,1.0,78,40261.0,1,1,Own,Parking Lot,0,0.0,70,Online,1,1791.27192,1.0,Medium,15357.99328,17424.64889,0,40.27,-79.8
+3967,40.0,F,1.0,92,36879.0,0,0,Rent,Local,0,0.0,97,Broker,1,6162.729599,7.0,Medium,3084.493201,32122.43889,0,40.38,-79.81
+298,45.0,M,0.0,79,38070.0,0,1,Own,Highway,0,0.0,49,Broker,1,3840.900549,6.0,Large,25697.49632,38291.77575,1,41.2,-92.88
+26281,44.0,M,1.0,38,37853.0,1,1,Own,Local,0,1.0,80,Phone,0,1431.197044,4.0,Large,25963.12856,53969.40926,1,40.76,-80.32
+5523,26.0,F,1.0,79,32590.0,1,0,Rent,Local,1,1.0,13,Online,0,2962.379347,10.0,Medium,21520.5565,46206.51354,0,38.79,-77.61
+7313,32.0,F,0.0,25,34664.0,1,0,Own,Parking Lot,0,0.0,77,Broker,0,3075.000384,7.0,Medium,26063.34351,17328.38407,0,41.44,-94.76
+17859,68.0,F,1.0,88,42198.0,1,0,Own,Highway,1,0.0,29,Broker,1,5331.526357,2.0,Large,23299.59081,23805.45394,0,38.79,-77.61
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+12693,74.0,F,1.0,76,43043.0,1,0,Rent,Local,0,1.0,100,Broker,0,6733.050844,4.0,Large,31665.46486,23145.07081,0,33.5,-112.1
+12366,39.0,M,1.0,67,36646.0,1,0,Rent,Highway,0,0.0,96,Phone,0,7620.035365,6.0,Medium,35598.73749,7839.177183,0,33.46,-111.98
+6935,54.0,M,1.0,85,39873.0,1,1,Own,Local,0,0.0,50,Broker,0,2587.57668,7.0,Compact,16593.65896,26664.99908,0,33.38,-112.11
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+26754,31.0,M,0.0,83,34339.0,1,1,Own,Parking Lot,2,0.0,93,Broker,1,2054.282407,5.0,Large,45181.20391,24173.01085,1,38.81,-77.46
+10635,36.0,M,0.0,66,35841.0,0,0,Own,Local,5,1.0,50,Broker,1,1442.821068,6.0,Medium,43712.28745,40982.11192,0,40.12,-79.86
+13199,41.0,M,0.0,75,37117.0,1,1,Own,Highway,0,0.0,93,Broker,0,7071.946397,1.0,Large,26663.77939,10540.27209,0,33.45,-111.97
+12507,53.0,F,1.0,67,39710.0,1,0,Rent,Local,0,0.0,95,Broker,1,2283.036015,4.0,Medium,7962.08531,9875.755265,0,38.97,-77.64
+27083,38.0,M,1.0,92,36365.0,0,1,Rent,Parking Lot,0,0.0,4,Online,0,6650.919655,3.0,Medium,7473.728139,8563.969179,0,42.41,-93.37
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+21245,28.0,M,0.0,61,33321.0,0,0,Own,Local,0,0.0,84,Online,0,8833.323997,4.0,Medium,27748.47513,16753.89531,1,39.86,-104.86
+22316,39.0,F,1.0,86,36629.0,1,1,Own,Local,3,0.0,99,Phone,1,5937.164532,4.0,Large,12434.8794,20312.61174,0,42.15,-94.47
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+28713,30.0,M,1.0,84,34010.0,1,1,Own,Highway,0,1.0,88,Broker,1,5168.480089,4.0,Large,8257.883591,18742.30413,0,39.83,-105.06
+28646,37.0,F,1.0,91,36106.0,1,1,Rent,Parking Lot,0,0.0,29,Phone,1,7533.210862,8.0,Medium,32921.57344,12402.97742,0,39.94,-105.28
+27260,28.0,F,1.0,68,33321.0,1,0,Rent,Local,2,0.0,100,Online,0,4033.628551,2.0,Medium,32718.42843,44089.53221,0,38.92,-77.5
+5584,32.0,F,0.0,95,34656.0,1,1,Rent,Highway,0,0.0,88,Phone,1,9244.966741,10.0,Large,33770.50833,41389.65859,0,39.94,-105.06
+23103,24.0,M,1.0,92,31787.0,1,1,Rent,Local,0,0.0,99,Online,0,3943.76114,2.0,Medium,17465.36393,19969.96609,0,38.84,-77.44
+10007,29.0,F,0.0,61,33671.0,1,0,Rent,Local,1,0.0,13,Online,1,4056.809634,7.0,Large,19719.11147,33477.75907,1,38.92,-77.35
+15684,51.0,M,1.0,89,39326.0,1,0,Rent,Parking Lot,0,0.0,92,Broker,1,4930.435203,3.0,Compact,65279.27769,12621.08889,0,33.44,-112.12
+23568,40.0,F,0.0,55,36885.0,1,0,Rent,Local,1,0.0,96,Online,1,2101.833195,3.0,Medium,5158.796497,34102.08453,0,39.77,-105.09
+28354,59.0,F,0.0,76,40773.0,1,1,Rent,Local,0,1.0,50,Broker,1,4221.018412,3.0,Large,15043.88096,30705.09939,0,39.88,-104.8
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+15843,25.0,F,0.0,85,32186.0,1,1,Rent,Local,0,0.0,42,Online,0,2799.84622,4.0,Medium,45384.68326,31499.57929,1,38.66,-77.7
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+28978,47.0,F,1.0,83,38499.0,1,0,Rent,Local,0,0.0,30,Broker,0,2174.378599,8.0,Compact,20312.41084,13304.11001,0,39.13,-77.66
+22768,43.0,M,1.0,96,37604.0,0,1,Rent,Local,3,0.0,56,Phone,1,2037.794403,3.0,Large,6462.581992,9839.421216,0,33.62,-112.0
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+20969,42.0,F,1.0,83,37382.0,1,1,Own,Local,0,0.0,23,Phone,0,2829.567779,1.0,Large,21213.07506,7361.103002,0,39.13,-77.77
+22493,26.0,M,1.0,76,32584.0,1,0,Rent,Local,0,1.0,99,Online,0,5981.5765,0.0,Large,10909.46647,19080.92171,0,41.71,-94.92
+92,31.0,M,1.0,83,34347.0,1,0,Own,Local,0,0.0,11,Broker,0,7431.434426,4.0,Medium,13544.558,36667.84401,0,40.76,-80.32
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+7040,25.0,M,0.0,72,32189.0,1,0,Rent,Local,0,0.0,77,Online,1,4940.659354,7.0,Large,24691.63498,9267.305936,0,33.45,-111.97
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+27327,42.0,F,1.0,66,37383.0,0,0,Own,Local,0,1.0,50,Broker,0,4499.900088,1.0,Large,21300.13659,28396.76856,0,33.49,-112.21
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+11908,35.0,M,0.0,85,35561.0,0,0,Rent,Local,0,0.0,45,Phone,0,11971.74819,4.0,Compact,29411.54593,19529.73608,0,41.18,-93.15
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+21952,28.0,F,0.0,88,33325.0,1,1,Rent,Parking Lot,1,1.0,100,Online,1,2109.448612,6.0,Large,11215.26018,11304.60768,0,40.56,-79.81
+17881,51.0,F,0.0,84,39309.0,1,0,Rent,Parking Lot,3,0.0,1,Broker,1,2093.030134,7.0,Medium,37137.66111,18008.63847,0,33.46,-111.98
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+18200,43.0,F,1.0,92,37602.0,1,0,Rent,Local,0,0.0,82,Phone,1,4145.062206,4.0,Medium,40035.66114,6547.401162,1,38.75,-77.43
+2072,24.0,M,1.0,72,31790.0,1,1,Own,Parking Lot,0,0.0,93,Online,1,2069.882553,4.0,Large,5628.957224,20799.51989,0,33.46,-111.98
+6335,32.0,F,1.0,87,34646.0,1,1,Own,Parking Lot,0,0.0,17,Broker,1,7128.908415,6.0,Compact,11376.2453,49999.72758,0,39.0,-77.52
+1047,31.0,F,1.0,57,34330.0,1,1,Rent,Local,0,0.0,44,Phone,1,3811.087487,3.0,Compact,24420.7916,29480.23828,0,33.44,-112.07
+2478,39.0,M,1.0,66,36625.0,1,0,Own,Parking Lot,2,1.0,11,Broker,1,4253.093142,7.0,Compact,29560.42639,40134.83997,0,33.5,-112.1
+24900,78.0,M,1.0,76,43561.0,1,0,Rent,Local,0,0.0,61,Broker,0,3993.943881,5.0,Compact,31911.11877,49337.71328,0,39.06,-77.39
+10072,48.0,M,1.0,83,38705.0,1,0,Own,Local,0,0.0,3,Online,1,6742.030258,8.0,Medium,12791.52073,29859.81226,0,39.79,-105.11
+14889,47.0,F,0.0,69,38480.0,1,1,Own,Local,2,1.0,69,Phone,1,6267.281987,4.0,Large,37990.42604,32469.57045,1,38.66,-77.43
+17228,43.0,M,0.0,88,37620.0,0,0,Own,Local,0,0.0,27,Phone,0,3437.084092,6.0,Compact,13694.24985,10940.42745,0,38.81,-77.9
+11577,47.0,M,1.0,72,38499.0,1,1,Own,Local,1,0.0,51,Broker,1,4613.713554,5.0,Compact,23778.61214,26413.05968,0,41.5,-94.64
+15513,27.0,M,1.0,71,32951.0,0,0,Rent,Highway,0,0.0,49,Online,0,2619.795343,6.0,Compact,13508.23072,31950.38637,0,33.39,-112.03
+11782,49.0,M,1.0,88,38919.0,1,1,Rent,Highway,0,1.0,78,Phone,1,4148.201466,5.0,Large,37461.06416,12938.25391,0,40.68,-80.25
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+10983,31.0,M,1.0,91,34336.0,1,0,Own,Highway,0,0.0,38,Broker,1,6589.911311,2.0,Large,4021.525721,35626.20509,0,40.37,-80.23
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+23624,27.0,M,0.0,51,32957.0,1,0,Rent,Local,0,0.0,43,Online,0,4980.051609,5.0,Medium,8573.923789,13827.85728,1,33.5,-111.98
+22490,39.0,F,1.0,75,36620.0,1,0,Rent,Local,2,1.0,6,Online,1,3609.090588,3.0,Compact,22353.35663,11746.04239,0,38.74,-77.55
+20818,21.0,F,0.0,87,30445.0,1,0,Rent,Local,1,1.0,88,Online,1,9019.467772,7.0,Compact,29766.30717,20894.4253,0,38.92,-77.5
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+25893,49.0,M,1.0,66,38915.0,1,1,Rent,Local,0,0.0,31,Broker,1,4542.636698,6.0,Medium,30210.55067,15416.79962,1,41.01,-93.3
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+10215,53.0,M,1.0,83,39708.0,1,1,Own,Local,0,0.0,9,Broker,1,5890.600657,4.0,Medium,23907.29828,23566.16901,0,38.84,-77.56
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+15592,50.0,M,0.0,69,39119.0,1,0,Own,Local,0,0.0,21,Broker,1,6057.222973,6.0,Large,55938.12575,21894.74483,0,39.96,-105.02
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+27983,62.0,F,1.0,88,41274.0,1,0,Own,Local,1,1.0,94,Broker,1,5238.179499,5.0,Medium,28673.78139,5035.707164,0,40.7,-93.36
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+8846,55.0,F,1.0,97,40076.0,1,1,Rent,Parking Lot,3,1.0,41,Phone,1,4973.072296,3.0,Medium,28039.96154,16315.47813,0,40.31,-79.79
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+5780,52.0,M,1.0,55,39523.0,1,1,Rent,Highway,0,1.0,16,Broker,1,3765.939272,6.0,Medium,29185.54997,16224.54829,0,33.44,-112.12
+28369,34.0,M,1.0,84,35264.0,1,0,Rent,Parking Lot,1,0.0,18,Phone,0,4233.105728,8.0,Medium,12907.2423,38146.18115,0,41.5,-92.46
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+18197,52.0,M,1.0,87,39516.0,0,0,Own,Local,0,0.0,77,Phone,0,5262.121797,9.0,Medium,20393.35339,11484.8083,0,39.69,-104.81
+17204,42.0,F,1.0,79,37378.0,1,0,Own,Local,0,0.0,56,Online,1,4047.916809,2.0,Compact,24705.63622,45058.44146,0,33.5,-112.03
+17291,57.0,F,1.0,52,40424.0,1,1,Own,Local,0,1.0,19,Phone,1,5513.710817,4.0,Large,20174.06931,7914.507548,0,33.44,-112.07
+20730,50.0,F,0.0,87,39105.0,1,1,Rent,Local,0,0.0,58,Online,1,3203.583899,4.0,Medium,20488.00888,19839.17789,0,41.71,-94.92
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+19278,43.0,M,1.0,25,37615.0,1,0,Own,Local,0,0.0,0,Broker,0,3228.939501,2.0,Compact,21332.13744,26248.19155,0,41.36,-93.47
+28169,42.0,F,1.0,89,37369.0,1,1,Rent,Local,1,0.0,88,Phone,0,3342.882388,4.0,Large,32379.6849,40345.27472,1,39.13,-77.66
+17709,59.0,M,1.0,59,40768.0,1,1,Rent,Highway,3,0.0,19,Broker,1,6781.779662,2.0,Large,13761.16458,12658.1227,0,42.64,-93.25
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+3265,29.0,F,0.0,83,33659.0,1,1,Rent,Highway,1,0.0,68,Online,0,12334.62827,6.0,Medium,21700.33902,27936.06131,0,38.92,-77.35
+10454,39.0,M,0.0,49,36629.0,1,1,Own,Local,0,0.0,17,Broker,0,7188.831414,7.0,Compact,16112.60747,18097.45554,0,39.84,-104.92
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+12993,39.0,M,0.0,84,36624.0,1,0,Own,Local,0,0.0,10,Broker,1,7708.106316,2.0,Compact,16662.61266,19855.88122,0,33.68,-112.09
+28988,52.0,F,1.0,64,39512.0,1,1,Rent,Local,0,1.0,58,Broker,1,6299.481939,6.0,Medium,24349.97807,29437.82828,0,41.85,-94.55
+11918,35.0,F,1.0,90,35545.0,1,0,Rent,Highway,0,0.0,27,Broker,0,7551.903291,4.0,Compact,12416.71264,11312.07835,0,40.35,-79.89
+6396,35.0,F,0.0,88,35550.0,0,0,Rent,Parking Lot,0,0.0,0,Broker,1,3927.222179,4.0,Large,16752.88491,14168.88065,0,39.0,-77.95
+1664,40.0,F,1.0,91,36890.0,1,0,Own,Parking Lot,0,1.0,89,Online,0,3314.838292,5.0,Large,26208.71248,13271.48301,0,40.31,-80.12
+4932,62.0,F,1.0,61,41276.0,0,1,Own,Local,0,0.0,87,Phone,1,1672.545142,8.0,Compact,21774.85989,23961.45845,0,38.61,-77.64
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+26897,40.0,M,1.0,87,36888.0,1,1,Own,Highway,0,0.0,97,Broker,1,3124.045213,14.0,Medium,34657.32178,45387.62318,0,33.55,-112.13
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+19021,45.0,M,1.0,47,38072.0,1,0,Rent,Local,2,1.0,98,Broker,1,3864.218592,6.0,Large,14762.1695,25817.58578,0,40.31,-80.12
+15365,48.0,M,1.0,51,38717.0,0,1,Own,Local,3,1.0,41,Phone,1,4813.269589,3.0,Compact,10037.78297,12183.01002,0,40.58,-79.78
+14813,57.0,M,1.0,84,40444.0,1,0,Rent,Local,0,0.0,8,Broker,1,4141.889269,3.0,Medium,14201.35846,15858.62878,0,33.45,-112.06
+21466,44.0,F,1.0,71,37822.0,0,0,Rent,Highway,0,1.0,0,Broker,0,4201.259673,4.0,Compact,22214.39954,36882.79136,0,40.76,-80.32
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