loan_size,interest_rate,borrower_income,debt_to_income,num_of_accounts,derogatory_marks,total_debt,loan_status
10700.0,7.672000000000000,52800,0.4318181818181820,5,1,22800,0
8400.0,6.692,43600,0.3119266055045870,3,0,13600,0
9000.0,6.963000000000000,46100,0.3492407809110630,3,0,16100,0
10700.0,7.664,52700,0.4307400379506640,5,1,22700,0
10800.0,7.6980000000000000,53000,0.4339622641509430,5,1,23000,0
10100.0,7.438,50600,0.4071146245059290,4,1,20600,0
10300.0,7.49,51100,0.4129158512720160,4,1,21100,0
8800.0,6.857,45100,0.3348115299334810,3,0,15100,0
9300.0,7.096,47400,0.3670886075949370,3,0,17400,0
9700.0,7.248000000000000,48800,0.38524590163934400,4,0,18800,0
9300.0,7.085,47300,0.3657505285412260,3,0,17300,0
9200.0,7.015,46600,0.3562231759656650,3,0,16600,0
9200.0,7.043000000000000,46900,0.3603411513859280,3,0,16900,0
9400.0,7.101,47400,0.3670886075949370,3,0,17400,0
8400.0,6.703000000000000,43700,0.3135011441647600,3,0,13700,0
9400.0,7.136,47700,0.3710691823899370,3,0,17700,0
8900.0,6.897,45500,0.3406593406593410,3,0,15500,0
8300.0,6.648,43200,0.3055555555555560,2,0,13200,0
8000.0,6.539,42100,0.2874109263657960,2,0,12100,0
10200.0,7.46,50800,0.4094488188976380,4,1,20800,0
5200.0,5.3260000000000000,30700,0.02280130293159610,0,0,700,0
9300.0,7.068,47100,0.3630573248407640,3,0,17100,0
7300.0,6.225,39200,0.2346938775510200,2,0,9200,0
9000.0,6.943,45900,0.3464052287581700,3,0,15900,0
8700.0,6.813,44700,0.3288590604026850,3,0,14700,0
8800.0,6.85,45100,0.3348115299334810,3,0,15100,0
8400.0,6.7,43700,0.3135011441647600,3,0,13700,0
7900.0,6.482,41600,0.27884615384615400,2,0,11600,0
9700.0,7.267,49000,0.3877551020408160,4,0,19000,0
8400.0,6.7,43600,0.3119266055045870,3,0,13600,0
7100.0,6.159,38600,0.22279792746114000,1,0,8600,0
9600.0,7.216,48500,0.38144329896907200,4,0,18500,0
10000.0,7.389000000000000,50100,0.4011976047904190,4,1,20100,0
10400.0,7.553,51700,0.4197292069632500,4,1,21700,0
9400.0,7.118000000000000,47600,0.3697478991596640,3,0,17600,0
10100.0,7.437,50600,0.4071146245059290,4,1,20600,0
8300.0,6.638,43100,0.3039443155452440,2,0,13100,0
9800.0,7.296,49300,0.3914807302231240,4,0,19300,0
9100.0,7.011,46600,0.3562231759656650,3,0,16600,0
8100.0,6.561,42300,0.2907801418439720,2,0,12300,0
8800.0,6.852,45100,0.3348115299334810,3,0,15100,0
9100.0,6.981,46300,0.35205183585313200,3,0,16300,0
10200.0,7.454,50700,0.40828402366863900,4,1,20700,0
7200.0,6.173000000000000,38700,0.2248062015503880,1,0,8700,0
8900.0,6.9270000000000000,45800,0.34497816593886500,3,0,15800,0
8400.0,6.684,43500,0.3103448275862070,3,0,13500,0
9400.0,7.119,47600,0.3697478991596640,3,0,17600,0
9300.0,7.072,47200,0.3644067796610170,3,0,17200,0
11700.0,8.104,56900,0.4727592267135330,6,1,26900,0
8300.0,6.653,43200,0.3055555555555560,2,0,13200,0
10600.0,7.626,52400,0.4274809160305340,5,1,22400,0
10400.0,7.551,51700,0.4197292069632500,4,1,21700,0
8500.0,6.755,44200,0.3212669683257920,3,0,14200,0
11100.0,7.829,54300,0.44751381215469600,5,1,24300,0
8800.0,6.856,45100,0.3348115299334810,3,0,15100,0
8500.0,6.728,43900,0.31662870159453300,3,0,13900,0
10000.0,7.386,50100,0.4011976047904190,4,1,20100,0
8200.0,6.605,42800,0.29906542056074800,2,0,12800,0
8400.0,6.689,43500,0.3103448275862070,3,0,13500,0
10100.0,7.419,50400,0.4047619047619050,4,1,20400,0
10600.0,7.6370000000000000,52500,0.42857142857142900,5,1,22500,0
11200.0,7.869,54600,0.4505494505494510,5,1,24600,0
10800.0,7.7,53100,0.4350282485875710,5,1,23100,0
8800.0,6.872000000000000,45300,0.3377483443708610,3,0,15300,0
8500.0,6.728,43900,0.31662870159453300,3,0,13900,0
9600.0,7.22,48500,0.38144329896907200,4,0,18500,0
10100.0,7.406000000000000,50300,0.40357852882703800,4,1,20300,0
8600.0,6.773,44300,0.3227990970654630,3,0,14300,0
9900.0,7.343,49700,0.3963782696177060,4,0,19700,0
9900.0,7.311,49400,0.3927125506072870,4,0,19400,0
7200.0,6.199,38900,0.2287917737789200,2,0,8900,0
9200.0,7.044,46900,0.3603411513859280,3,0,16900,0
8600.0,6.773,44300,0.3227990970654630,3,0,14300,0
11100.0,7.853,54500,0.44954128440367000,5,1,24500,0
8700.0,6.838000000000000,44900,0.3318485523385300,3,0,14900,0
9300.0,7.072,47100,0.3630573248407640,3,0,17100,0
7400.0,6.276,39700,0.2443324937027710,2,0,9700,0
9200.0,7.055,47000,0.3617021276595750,3,0,17000,0
10500.0,7.579,51900,0.4219653179190750,4,1,21900,0
9800.0,7.277,49100,0.3890020366598780,4,0,19100,0
8600.0,6.778,44400,0.32432432432432400,3,0,14400,0
9400.0,7.106,47500,0.3684210526315790,3,0,17500,0
10400.0,7.543000000000000,51600,0.4186046511627910,4,1,21600,0
8700.0,6.804000000000000,44600,0.3273542600896860,3,0,14600,0
7800.0,6.428,41100,0.27007299270073000,2,0,11100,0
9300.0,7.063,47100,0.3630573248407640,3,0,17100,0
10300.0,7.496,51100,0.4129158512720160,4,1,21100,0
8400.0,6.7,43600,0.3119266055045870,3,0,13600,0
10800.0,7.6980000000000000,53000,0.4339622641509430,5,1,23000,0
9600.0,7.19,48300,0.37888198757764000,4,0,18300,0
8600.0,6.767,44300,0.3227990970654630,3,0,14300,0
12400.0,8.404,59700,0.4974874371859300,6,1,29700,0
8400.0,6.682,43500,0.3103448275862070,3,0,13500,0
9400.0,7.11,47500,0.3684210526315790,3,0,17500,0
9800.0,7.272,49000,0.3877551020408160,4,0,19000,0
7500.0,6.294,39800,0.2462311557788950,2,0,9800,0
8500.0,6.751,44100,0.3197278911564630,3,0,14100,0
9200.0,7.054000000000000,47000,0.3617021276595750,3,0,17000,0
10400.0,7.539,51500,0.4174757281553400,4,1,21500,0
9000.0,6.939,45900,0.3464052287581700,3,0,15900,0
10200.0,7.449,50700,0.40828402366863900,4,1,20700,0
9900.0,7.338000000000000,49700,0.3963782696177060,4,0,19700,0
7400.0,6.255,39500,0.2405063291139240,2,0,9500,0
11200.0,7.8870000000000000,54800,0.4525547445255470,5,1,24800,0
7000.0,6.108,38100,0.2125984251968500,1,0,8100,0
7800.0,6.425,41100,0.27007299270073000,2,0,11100,0
10900.0,7.76,53600,0.44029850746268700,5,1,23600,0
8700.0,6.824,44800,0.33035714285714300,3,0,14800,0
11100.0,7.838000000000000,54400,0.4485294117647060,5,1,24400,0
7100.0,6.1340000000000000,38300,0.216710182767624,1,0,8300,0
7800.0,6.419,41000,0.2682926829268290,2,0,11000,0
9500.0,7.175,48100,0.3762993762993760,4,0,18100,0
7800.0,6.449,41300,0.2736077481840190,2,0,11300,0
8600.0,6.778,44400,0.32432432432432400,3,0,14400,0
9800.0,7.305,49300,0.3914807302231240,4,0,19300,0
10000.0,7.355,49800,0.3975903614457830,4,0,19800,0
9600.0,7.2,48400,0.3801652892561980,4,0,18400,0
12800.0,8.572000000000000,61300,0.5106035889070150,7,1,31300,0
11600.0,8.064,56500,0.4690265486725660,5,1,26500,0
8200.0,6.615,42900,0.3006993006993010,2,0,12900,0
9400.0,7.11,47500,0.3684210526315790,3,0,17500,0
9400.0,7.118000000000000,47600,0.3697478991596640,3,0,17600,0
8600.0,6.781000000000000,44400,0.32432432432432400,3,0,14400,0
10300.0,7.508000000000000,51200,0.4140625,4,1,21200,0
8700.0,6.822,44800,0.33035714285714300,3,0,14800,0
9000.0,6.929000000000000,45800,0.34497816593886500,3,0,15800,0
9200.0,7.022,46700,0.3576017130620990,3,0,16700,0
8800.0,6.876,45300,0.3377483443708610,3,0,15300,0
7800.0,6.438,41200,0.27184466019417500,2,0,11200,0
9000.0,6.959,46100,0.3492407809110630,3,0,16100,0
8100.0,6.58,42500,0.29411764705882400,2,0,12500,0
7200.0,6.193,38900,0.2287917737789200,1,0,8900,0
9800.0,7.2830000000000000,49100,0.3890020366598780,4,0,19100,0
7600.0,6.373000000000000,40600,0.2610837438423650,2,0,10600,0
9200.0,7.043000000000000,46900,0.3603411513859280,3,0,16900,0
10100.0,7.431,50500,0.405940594059406,4,1,20500,0
8600.0,6.784,44400,0.32432432432432400,3,0,14400,0
8400.0,6.679000000000000,43400,0.3087557603686640,3,0,13400,0
10400.0,7.543000000000000,51600,0.4186046511627910,4,1,21600,0
9600.0,7.225,48600,0.382716049382716,4,0,18600,0
8100.0,6.56,42300,0.2907801418439720,2,0,12300,0
10300.0,7.523,51400,0.4163424124513620,4,1,21400,0
9000.0,6.932,45800,0.34497816593886500,3,0,15800,0
10100.0,7.413000000000000,50400,0.4047619047619050,4,1,20400,0
8700.0,6.831,44900,0.3318485523385300,3,0,14900,0
11000.0,7.808,54100,0.4454713493530500,5,1,24100,0
8400.0,6.702000000000000,43700,0.3135011441647600,3,0,13700,0
8300.0,6.646,43100,0.3039443155452440,2,0,13100,0
11000.0,7.805,54000,0.4444444444444440,5,1,24000,0
9800.0,7.307,49400,0.3927125506072870,4,0,19400,0
11200.0,7.905,55000,0.4545454545454550,5,1,25000,0
9500.0,7.154,47900,0.3736951983298540,4,0,17900,0
11200.0,7.871,54700,0.4515539305301650,5,1,24700,0
10600.0,7.638,52500,0.42857142857142900,5,1,22500,0
9700.0,7.236000000000000,48700,0.3839835728952770,4,0,18700,0
9600.0,7.222,48600,0.382716049382716,4,0,18600,0
8100.0,6.586,42600,0.29577464788732400,2,0,12600,0
7700.0,6.394,40800,0.2647058823529410,2,0,10800,0
8800.0,6.883000000000000,45400,0.3392070484581500,3,0,15400,0
10600.0,7.6370000000000000,52500,0.42857142857142900,5,1,22500,0
7800.0,6.441,41200,0.27184466019417500,2,0,11200,0
9000.0,6.958000000000000,46100,0.3492407809110630,3,0,16100,0
10000.0,7.385,50100,0.4011976047904190,4,1,20100,0
9100.0,6.982,46300,0.35205183585313200,3,0,16300,0
7700.0,6.391,40700,0.2628992628992630,2,0,10700,0
9900.0,7.348,49700,0.3963782696177060,4,0,19700,0
9100.0,7.01,46600,0.3562231759656650,3,0,16600,0
8300.0,6.669,43400,0.3087557603686640,3,0,13400,0
7800.0,6.441,41200,0.27184466019417500,2,0,11200,0
9000.0,6.932,45800,0.34497816593886500,3,0,15800,0
10800.0,7.723,53300,0.4371482176360230,5,1,23300,0
10000.0,7.375,50000,0.4,4,1,20000,0
8700.0,6.812,44700,0.3288590604026850,3,0,14700,0
7900.0,6.468,41500,0.27710843373494000,2,0,11500,0
10500.0,7.569,51800,0.4208494208494210,4,1,21800,0
11200.0,7.899,54900,0.453551912568306,5,1,24900,0
9600.0,7.189,48300,0.37888198757764000,4,0,18300,0
12100.0,8.287,58600,0.4880546075085320,6,1,28600,0
10800.0,7.718,53200,0.43609022556391000,5,1,23200,0
9800.0,7.27,49000,0.3877551020408160,4,0,19000,0
6300.0,5.8230000000000000,35400,0.15254237288135600,1,0,5400,0
8200.0,6.612,42800,0.29906542056074800,2,0,12800,0
9100.0,6.986000000000000,46300,0.35205183585313200,3,0,16300,0
9400.0,7.101,47400,0.3670886075949370,3,0,17400,0
9500.0,7.143,47800,0.3723849372384940,4,0,17800,0
10700.0,7.664,52700,0.4307400379506640,5,1,22700,0
9300.0,7.07,47100,0.3630573248407640,3,0,17100,0
10000.0,7.37,49900,0.3987975951903810,4,0,19900,0
9700.0,7.2620000000000000,48900,0.38650306748466300,4,0,18900,0
8100.0,6.584,42600,0.29577464788732400,2,0,12600,0
8800.0,6.86,45200,0.33628318584070800,3,0,15200,0
9900.0,7.337000000000000,49600,0.3951612903225810,4,0,19600,0
7800.0,6.458000000000000,41400,0.2753623188405800,2,0,11400,0
9800.0,7.305,49300,0.3914807302231240,4,0,19300,0
8700.0,6.81,44700,0.3288590604026850,3,0,14700,0
9700.0,7.235,48700,0.3839835728952770,4,0,18700,0
11100.0,7.859,54600,0.4505494505494510,5,1,24600,0
12100.0,8.284000000000000,58600,0.4880546075085320,6,1,28600,0
8000.0,6.54,42100,0.2874109263657960,2,0,12100,0
9900.0,7.319,49500,0.3939393939393940,4,0,19500,0
9200.0,7.015,46600,0.3562231759656650,3,0,16600,0
9400.0,7.102,47400,0.3670886075949370,3,0,17400,0
10700.0,7.692,53000,0.4339622641509430,5,1,23000,0
9600.0,7.211,48500,0.38144329896907200,4,0,18500,0
11400.0,7.972,55600,0.46043165467625900,5,1,25600,0
11900.0,8.167,57500,0.4782608695652170,6,1,27500,0
10100.0,7.429000000000000,50500,0.405940594059406,4,1,20500,0
9100.0,6.9910000000000000,46400,0.3534482758620690,3,0,16400,0
9800.0,7.278,49100,0.3890020366598780,4,0,19100,0
9800.0,7.2860000000000000,49200,0.3902439024390240,4,0,19200,0
8100.0,6.568,42400,0.29245283018867900,2,0,12400,0
8700.0,6.819,44800,0.33035714285714300,3,0,14800,0
8900.0,6.898,45500,0.3406593406593410,3,0,15500,0
11100.0,7.845,54400,0.4485294117647060,5,1,24400,0
10500.0,7.599,52100,0.4241842610364680,4,1,22100,0
8400.0,6.709,43700,0.3135011441647600,3,0,13700,0
9200.0,7.022,46700,0.3576017130620990,3,0,16700,0
7000.0,6.091,37900,0.20844327176781,1,0,7900,0
9500.0,7.167000000000000,48000,0.375,4,0,18000,0
11200.0,7.904,55000,0.4545454545454550,5,1,25000,0
18800.0,11.109000000000000,85100,0.6474735605170390,12,2,55100,0
10800.0,7.713000000000000,53200,0.43609022556391000,5,1,23200,0
9400.0,7.1370000000000000,47800,0.3723849372384940,3,0,17800,0
8300.0,6.647,43100,0.3039443155452440,2,0,13100,0
9900.0,7.318,49500,0.3939393939393940,4,0,19500,0
9000.0,6.946000000000000,46000,0.3478260869565220,3,0,16000,0
10100.0,7.42,50400,0.4047619047619050,4,1,20400,0
10300.0,7.486000000000000,51000,0.4117647058823530,4,1,21000,0
8600.0,6.769,44300,0.3227990970654630,3,0,14300,0
9500.0,7.182,48200,0.3775933609958510,4,0,18200,0
8500.0,6.735,44000,0.3181818181818180,3,0,14000,0
8700.0,6.8390000000000000,45000,0.3333333333333330,3,0,15000,0
8100.0,6.584,42600,0.29577464788732400,2,0,12600,0
9300.0,7.074,47200,0.3644067796610170,3,0,17200,0
9600.0,7.2140000000000000,48500,0.38144329896907200,4,0,18500,0
10900.0,7.757000000000000,53600,0.44029850746268700,5,1,23600,0
8800.0,6.871,45300,0.3377483443708610,3,0,15300,0
8600.0,6.781000000000000,44400,0.32432432432432400,3,0,14400,0
9900.0,7.315,49400,0.3927125506072870,4,0,19400,0
9800.0,7.285,49200,0.3902439024390240,4,0,19200,0
9300.0,7.091,47300,0.3657505285412260,3,0,17300,0
10900.0,7.757000000000000,53600,0.44029850746268700,5,1,23600,0
8700.0,6.82,44800,0.33035714285714300,3,0,14800,0
10300.0,7.495,51100,0.4129158512720160,4,1,21100,0
6900.0,6.06,37600,0.20212765957446800,1,0,7600,0
12400.0,8.41,59700,0.4974874371859300,6,1,29700,0
8600.0,6.7830000000000000,44400,0.32432432432432400,3,0,14400,0
9900.0,7.33,49600,0.3951612903225810,4,0,19600,0
9300.0,7.069,47100,0.3630573248407640,3,0,17100,0
9000.0,6.933,45800,0.34497816593886500,3,0,15800,0
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