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ID | Описание | Дата |
---|---|---|
fd0e1450-e59c-4bf9-8f13-2e76422a24ba | unleash visionary platforms | 1986-10-19 |
d7cdd812-e873-4bd2-84c8-8bf4181da193 | engage web-enabled models | 1970-08-19 |
07ee8a85-e3b4-4333-ade5-f074ac6b380a | unleash frictionless markets | 1990-03-28 |
2a3786f9-7c3e-4b1f-b228-226cb94051dd | re-contextualize granular relationships | 1991-02-14 |
82075cab-c9fe-40f9-97bb-3ac49b0a5bcf | syndicate dynamic communities | 2008-10-28 |
Age | Occupation | Annual_Income | Num_Bank_Accounts | Num_Credit_Card | Interest_Rate | Num_of_Loan | Delay_from_due_date | Num_of_Delayed_Payment | Changed_Credit_Limit | Num_Credit_Inquiries | Credit_Mix | Outstanding_Debt | Credit_Utilization_Ratio | Payment_of_Min_Amount | Total_EMI_per_month | Amount_invested_monthly | Payment_Behaviour | Monthly_Balance | Credit_Score | Credit_History_Age_Months |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
48 | Doctor | 15488.885 | 0 | 4 | 4 | 0 | 3 | 2 | 1.38 | 4.0 | Good | 1287.59 | 27.808027 | No | 0.000000 | 73.249417 | Low_spent_Small_value_payments | 344.124624 | Standard | 305 |
36 | Engineer | 32901.790 | 4 | 5 | 1 | 1 | 9 | 6 | 5.89 | 0.0 | Good | 798.71 | 25.172865 | No | 19.324081 | 58.073310 | High_spent_Small_value_payments | 437.584191 | Good | 316 |
22 | Mechanic | 101723.520 | 8 | 5 | 15 | 3 | 24 | 18 | 14.61 | 4.0 | Standard | 526.56 | 38.516629 | Yes | 134.581671 | 311.206442 | High_spent_Medium_value_payments | 665.107888 | Standard | 219 |
37 | Writer | 73355.380 | 3 | 7 | 12 | 1 | 14 | 13 | 11.56 | 7.0 | Standard | 998.81 | 37.967884 | No | 36.422299 | 309.346425 | High_spent_Small_value_payments | 527.926110 | Standard | 340 |
38 | Scientist | 73656.760 | 5 | 7 | 8 | 2 | 9 | 5 | 5.76 | 1.0 | Good | 777.97 | 38.694158 | No | 109.381277 | 273.440393 | Low_spent_Medium_value_payments | 513.984663 | Standard | 378 |
41 | Doctor | 85272.060 | 1 | 3 | 5 | 1 | 12 | 10 | 4.93 | 4.0 | Good | 919.31 | 26.556814 | No | 36.570539 | 335.309567 | High_spent_Small_value_payments | 615.720394 | Good | 346 |
53 | Engineer | 75893.070 | 6 | 5 | 1 | 0 | 22 | 16 | 3.37 | 1.0 | Good | 500.47 | 31.688561 | No | 0.000000 | 281.797472 | High_spent_Small_value_payments | 611.044778 | Good | 238 |
47 | Teacher | 59823.580 | 0 | 2 | 5 | 1 | 3 | 10 | 0.00 | 4.0 | Good | 406.75 | 27.537002 | No | 45.892196 | 197.952396 | High_spent_Small_value_payments | 538.185242 | Good | 272 |
40 | Architect | 72608.320 | 5 | 6 | 9 | 1 | 0 | 0 | 7.78 | 3.0 | Good | 339.20 | 28.498849 | No | 43.569615 | 186.339386 | High_spent_Medium_value_payments | 605.660332 | Poor | 304 |
55 | Teacher | 40023.810 | 2 | 5 | 5 | 4 | 13 | 6 | 0.80 | 4.0 | Good | 1137.04 | 33.579315 | No | 122.985776 | 29.940536 | High_spent_Large_value_payments | 408.505437 | Good | 329 |
17 | Journalist | 54420.450 | 3 | 4 | 19 | 3 | 16 | 20 | 12.50 | 6.0 | Standard | 645.77 | 26.607667 | Yes | 121.234118 | 423.347536 | Low_spent_Large_value_payments | 193.522096 | Standard | 190 |
43 | Scientist | 17758.440 | 8 | 3 | 13 | 1 | 15 | 8 | 15.64 | 4.0 | Standard | 908.52 | 29.505232 | Yes | 11.666972 | 139.627049 | Low_spent_Medium_value_payments | 269.092979 | Standard | 279 |
35 | Writer | 17283.900 | 3 | 3 | 6 | 4 | 5 | 14 | 16.41 | 4.0 | Standard | 759.22 | 22.832646 | Yes | 55.015709 | 42.060342 | Low_spent_Medium_value_payments | 318.956449 | Standard | 223 |
26 | Manager | 24206.090 | 7 | 3 | 9 | 3 | 16 | 15 | 4.61 | 1.0 | Good | 1009.38 | 27.003706 | No | 55.065279 | 45.722074 | High_spent_Medium_value_payments | 325.130064 | Good | 369 |
43 | Teacher | 12291.445 | 5 | 5 | 6 | 3 | 30 | 17 | 18.49 | 4.0 | Standard | 1257.59 | 31.826995 | NM | 21.867692 | 100.191686 | Low_spent_Small_value_payments | 260.269330 | Standard | 259 |
31 | Teacher | 45109.520 | 6 | 6 | 1 | 4 | 20 | 10 | 8.71 | 0.0 | Standard | 651.79 | 30.279183 | No | 93.561159 | 275.590322 | Low_spent_Small_value_payments | 322.661185 | Standard | 303 |
55 | Engineer | 112095.720 | 7 | 5 | 5 | 0 | 27 | 18 | 11.13 | 4.0 | Standard | 251.99 | 32.975359 | Yes | 0.000000 | 391.928930 | Low_spent_Medium_value_payments | 844.002070 | Standard | 322 |
43 | Media_Manager | 24688.880 | 8 | 4 | 9 | 1 | 20 | 17 | 11.74 | 7.0 | Standard | 1014.83 | 27.716830 | No | 10.869317 | 208.489929 | Low_spent_Large_value_payments | 276.281421 | Standard | 280 |
33 | Teacher | 22239.000 | 4 | 5 | 11 | 4 | 18 | 0 | 1.34 | 1.0 | Good | 127.91 | 34.223166 | No | 70.173823 | 162.048843 | Low_spent_Small_value_payments | 243.702334 | Good | 339 |
21 | Journalist | 16212.015 | 6 | 5 | 15 | 0 | 11 | 0 | 1.31 | 3.0 | Standard | 1400.27 | 38.186660 | No | 0.000000 | 50.803496 | Low_spent_Small_value_payments | 361.796629 | Standard | 315 |
19 | Lawyer | 35389.890 | 4 | 7 | 10 | 2 | 15 | 15 | 11.79 | 2.0 | Standard | 873.71 | 40.146978 | Yes | 45.751357 | 96.650338 | High_spent_Medium_value_payments | 377.614055 | Standard | 372 |
20 | Lawyer | 26460.700 | 6 | 6 | 10 | 4 | 16 | 19 | 16.21 | 5.0 | Standard | 1378.46 | 29.044324 | Yes | 49.036257 | 299.298750 | Low_spent_Small_value_payments | 171.170825 | Standard | 372 |
26 | Lawyer | 70446.630 | 4 | 3 | 11 | 0 | 10 | 20 | 10.61 | 6.0 | Standard | 1322.25 | 34.476289 | No | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 671.462339 | Poor | 204 |
20 | Mechanic | 38840.780 | 4 | 7 | 21 | 2 | 14 | 10 | 16.72 | 6.0 | Standard | 1442.28 | 32.535150 | Yes | 42.325119 | 123.177563 | Low_spent_Small_value_payments | 467.670485 | Standard | 65 |
23 | Writer | 77253.540 | 2 | 7 | 12 | 2 | 13 | 5 | 4.28 | 6.0 | Good | 565.23 | 32.123040 | NM | 85.983230 | 86.191112 | High_spent_Medium_value_payments | 708.005158 | Standard | 250 |
19 | Journalist | 26862.640 | 6 | 6 | 9 | 6 | 28 | 11 | 13.52 | 8.0 | Standard | 829.49 | 27.854206 | Yes | 94.461908 | 0.000000 | High_spent_Small_value_payments | 258.430805 | Standard | 215 |
51 | Engineer | 33413.880 | 5 | 7 | 10 | 3 | 22 | 6 | 19.75 | 4.0 | Standard | 1270.74 | 24.910924 | Yes | 46.399587 | 128.591926 | High_spent_Small_value_payments | 362.057487 | Standard | 265 |
48 | Manager | 35820.620 | 0 | 6 | 8 | 4 | 10 | 13 | 11.95 | 3.0 | Good | 731.26 | 39.695648 | No | 87.981091 | 113.150419 | Low_spent_Small_value_payments | 364.673656 | Good | 239 |
42 | Accountant | 37443.130 | 2 | 4 | 7 | 0 | 18 | 1 | 7.33 | 2.0 | Good | 843.53 | 38.271788 | No | 0.000000 | 116.922670 | Low_spent_Large_value_payments | 462.203413 | Standard | 303 |
20 | Accountant | 45285.960 | 6 | 4 | 12 | 2 | 11 | 16 | 8.47 | 6.0 | Standard | 1077.91 | 29.109071 | Yes | 46.970178 | 420.572473 | Low_spent_Small_value_payments | 224.740350 | Standard | 114 |
22 | Lawyer | 31763.360 | 7 | 7 | 25 | 6 | 21 | 16 | 11.07 | 9.0 | Standard | 1270.07 | 31.242384 | Yes | 122.717072 | 336.774020 | Low_spent_Small_value_payments | 117.303575 | Poor | 150 |
33 | Writer | 30053.320 | 7 | 8 | 29 | 7 | 18 | 22 | 14.96 | 7.0 | Bad | 1300.78 | 37.240824 | Yes | 130.464282 | 248.590708 | Low_spent_Small_value_payments | 136.389343 | Poor | 157 |
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