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ID | Описание | Дата |
---|---|---|
6a77bcf2-dd8f-4216-b343-0e660c0e43c2 | deploy efficient deliverables | 2000-08-19 |
71070fe2-4ea7-4cf3-a163-41cb1e310d13 | envisioneer viral applications | 1979-01-10 |
8dc30d55-3de2-4661-a631-4c825bcfd133 | harness scalable networks | 2024-03-28 |
8a41025a-4aff-4a75-a3db-305eadcca3a9 | architect synergistic solutions | 2002-05-12 |
278e4b88-bcd3-4f8a-aaa0-6ef162706b8b | seize turn-key functionalities | 2001-11-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18 | Manager | 31633.540 | 1 | 5 | 8 | 3 | 8 | 5 | 9.70 | 3.0 | Good | 846.45 | 38.260468 | No | 50.768440 | 174.000009 | Low_spent_Small_value_payments | 358.244384 | Poor | 265 |
21 | Architect | 17856.720 | 8 | 6 | 23 | 6 | 41 | 21 | 2.65 | 8.0 | Bad | 1431.47 | 30.888363 | Yes | 75.867773 | 152.648633 | Low_spent_Small_value_payments | 205.489593 | Poor | 211 |
24 | Teacher | 40198.960 | 4 | 6 | 10 | 2 | 4 | 18 | 0.58 | 1.0 | Standard | 530.04 | 38.698032 | No | 39.960494 | 183.117500 | High_spent_Small_value_payments | 379.413339 | Standard | 339 |
25 | Scientist | 8214890.000 | 1 | 7 | 7 | 3 | 4 | 5 | 5.91 | 4.0 | Good | 317.32 | 29.271513 | No | 154.397390 | 107.239335 | High_spent_Large_value_payments | 911.165025 | Standard | 357 |
46 | Media_Manager | 16319.375 | 7 | 3 | 1 | 2 | 16 | 13 | 7.67 | 4.0 | Standard | 1275.32 | 36.368841 | No | 16.291129 | 57.046872 | Low_spent_Small_value_payments | 368.556791 | Standard | 281 |
27 | Lawyer | 23454.090 | 5 | 5 | 11 | 5 | 21 | 14 | 17.99 | 7.0 | Standard | 846.41 | 28.875651 | Yes | 73.348092 | 63.345456 | High_spent_Medium_value_payments | 334.457202 | Standard | 142 |
38 | Developer | 110924.580 | 4 | 7 | 2 | 0 | 23 | 15 | 11.36 | 4.0 | Good | 1326.13 | 38.185582 | No | 0.000000 | 0.000000 | High_spent_Large_value_payments | 943.903711 | Poor | 239 |
22 | Teacher | 57619.530 | 4 | 6 | 7 | 2 | 7 | 18 | 10.63 | 2.0 | Good | 1284.31 | 31.837476 | No | 81.523651 | 103.714859 | High_spent_Medium_value_payments | 529.124240 | Poor | 374 |
28 | Developer | 65500.840 | 4 | 3 | 18 | 4 | 8 | 16 | 4.26 | 4.0 | Standard | 1088.57 | 26.299255 | NM | 197.567086 | 144.670509 | High_spent_Small_value_payments | 463.502738 | Standard | 387 |
21 | Teacher | 11426.590 | 4 | 7 | 5 | 0 | 28 | 14 | 10.56 | 11.0 | Standard | 465.10 | 39.044087 | Yes | 0.000000 | 13.918054 | High_spent_Large_value_payments | 319.603530 | Standard | 203 |
47 | Accountant | 69557.680 | 6 | 7 | 8 | 1 | 28 | 21 | 9.40 | 3.0 | Standard | 503.35 | 43.081980 | Yes | 47.379999 | 114.065881 | High_spent_Medium_value_payments | 645.601453 | Standard | 255 |
40 | Accountant | 30802.790 | 5 | 5 | 5 | 3 | 13 | 7 | 9.18 | 2.0 | Good | 388.92 | 26.568313 | No | 72.863201 | 296.816938 | Low_spent_Small_value_payments | 189.509777 | Good | 313 |
14 | Lawyer | 23445.470 | 4 | 5 | 18 | 6 | 5 | 16 | 8.77 | 5.0 | Standard | 1455.88 | 36.149730 | Yes | 109.792140 | 189.240349 | Low_spent_Small_value_payments | 178.046427 | Standard | 187 |
20 | Manager | 127285.410 | 4 | 3 | 6 | 1 | 4 | 5 | 0.97 | 4.0 | Good | 1141.72 | 29.959587 | No | 66.377840 | 635.108110 | High_spent_Small_value_payments | 609.225800 | Standard | 337 |
41 | Accountant | 75776.550 | 5 | 4 | 15 | 1 | 12 | 20 | 17.86 | 4.0 | Standard | 1.37 | 33.352162 | Yes | 60.277781 | 539.989912 | Low_spent_Large_value_payments | 327.803557 | Standard | 306 |
30 | Lawyer | 23317.740 | 4 | 5 | 12 | 3 | 23 | 17 | 0.60 | 0.0 | Good | 387.02 | 30.621204 | No | 32.033127 | 142.161660 | Low_spent_Large_value_payments | 306.719712 | Good | 244 |
20 | Lawyer | 53564.880 | 5 | 3 | 13 | 2 | 6 | 10 | 23.98 | 2.0 | Standard | 1008.31 | 40.343872 | Yes | 80.569833 | 46.538148 | High_spent_Medium_value_payments | 543.666019 | Standard | 193 |
17 | Developer | 14160.580 | 7 | 7 | 14 | 0 | 25 | 15 | 18.46 | 7.0 | Standard | 670.02 | 30.907166 | Yes | 0.000000 | 64.354367 | Low_spent_Large_value_payments | 312.350466 | Standard | 295 |
32 | Manager | 31417.150 | 3 | 6 | 18 | 3 | 26 | 10 | 17.26 | 0.0 | Standard | 362.31 | 39.436741 | Yes | 64.189623 | 114.580800 | High_spent_Small_value_payments | 347.639161 | Standard | 246 |
44 | Media_Manager | 35911.330 | 3 | 3 | 2 | 2 | 9 | 16 | 2.50 | 3.0 | Standard | 739.82 | 35.356010 | No | 39.112882 | 117.045008 | High_spent_Medium_value_payments | 394.203193 | Standard | 216 |
52 | Architect | 67818.860 | 3 | 3 | 6 | 3 | 5 | 9 | 8.89 | 9.0 | Good | 45.66 | 28.934936 | No | 109.966621 | 188.256178 | High_spent_Small_value_payments | 499.134367 | Good | 370 |
27 | Musician | 21454.790 | 0 | 6 | 12 | 4 | 4 | 2 | 1.56 | 1.0 | Good | 1152.36 | 39.958226 | NM | 46.473274 | 0.000000 | High_spent_Medium_value_payments | 339.256716 | Good | 367 |
52 | Teacher | 69605.000 | 3 | 4 | 5 | 2 | 23 | 12 | 12.97 | 0.0 | Good | 1176.76 | 35.319893 | No | 104.422543 | 94.039006 | High_spent_Large_value_payments | 595.880117 | Poor | 201 |
27 | Journalist | 34341.620 | 6 | 6 | 2 | 3 | 16 | 0 | 11.40 | 3.0 | Standard | 557.48 | 33.533951 | No | 57.175507 | 128.241852 | High_spent_Medium_value_payments | 379.662807 | Standard | 356 |
43 | Mechanic | 68898.000 | 7 | 4 | 11 | 0 | 24 | 17 | 5.80 | 3.0 | Standard | 312.14 | 25.342878 | No | 0.000000 | 664.749551 | Low_spent_Small_value_payments | 184.100449 | Standard | 333 |
28 | Engineer | 71290.060 | 8 | 3 | 17 | 0 | 5 | 0 | 7.26 | 8.0 | Standard | 1314.99 | 42.933096 | Yes | 0.000000 | 109.592990 | High_spent_Medium_value_payments | 760.390843 | Standard | 214 |
22 | Musician | 48783.440 | 3 | 7 | 18 | 3 | 11 | 17 | 10.96 | 1.0 | Standard | 146.68 | 36.869313 | No | 79.616754 | 217.164283 | Low_spent_Medium_value_payments | 401.947629 | Standard | 239 |
41 | Entrepreneur | 43426.900 | 1 | 6 | 2 | 4 | 7 | 9 | 8.35 | 6.0 | Good | 0.95 | 25.827660 | No | 98.631464 | 340.748480 | Low_spent_Small_value_payments | 200.410890 | Standard | 383 |
37 | Architect | 109782.320 | 4 | 4 | 19 | 2 | 27 | 0 | 7.78 | 0.0 | Standard | 426.40 | 36.083178 | No | 92.526657 | 715.777512 | Low_spent_Medium_value_payments | 415.648498 | Standard | 341 |
54 | Teacher | 29485.440 | 6 | 7 | 2 | 0 | 8 | 0 | 4.46 | 2.0 | Good | 679.47 | 32.854517 | No | 0.000000 | 67.750551 | High_spent_Medium_value_payments | 446.661449 | Poor | 220 |
19 | Scientist | 33426.960 | 10 | 6 | 34 | 7 | 57 | 25 | 6.79 | 8.0 | Bad | 1432.30 | 26.937367 | Yes | 187.191253 | 141.273205 | Low_spent_Medium_value_payments | 204.893542 | Poor | 213 |
29 | Teacher | 33896.530 | 7 | 3 | 18 | 2 | 25 | 10 | 10.95 | 2.0 | Standard | 807.65 | 32.008915 | Yes | 40.293529 | 68.612495 | Low_spent_Large_value_payments | 427.865059 | Standard | 321 |
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