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ID | Описание | Дата |
---|---|---|
ae15143f-6a13-4adf-bb4e-d139afa22e3f | revolutionize granular solutions | 2018-03-15 |
ebbef118-c466-4bdc-bb94-20138458bdaa | grow user-centric channels | 2013-09-24 |
66e23ce9-40ae-4a89-b897-cc7abc323d99 | innovate proactive functionalities | 2024-08-27 |
4fc0ff5d-bdda-4211-a4c4-700c0398fecf | strategize global infrastructures | 1977-01-09 |
051f0383-d166-4c4a-bd8c-38fc4a896055 | re-contextualize 24/365 communities | 2009-02-20 |
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 | 6 | 6 | 12.70 | 4.0 | Good | 846.45 | 37.934665 | No | 50.768440 | 275.759795 | Low_spent_Medium_value_payments | 246.484598 | Poor | 266 |
21 | Architect | 17856.720 | 8 | 6 | 23 | 6 | 41 | 0 | 0.65 | 10.0 | Bad | 1431.47 | 38.058419 | Yes | 75.867773 | 80.279020 | Low_spent_Medium_value_payments | 267.859207 | Poor | 214 |
24 | Teacher | 40198.960 | 4 | 6 | 10 | 2 | 6 | 20 | 0.58 | 1.0 | Standard | 530.04 | 30.306806 | No | 39.960494 | 0.000000 | High_spent_Medium_value_payments | 432.955477 | Standard | 340 |
25 | Scientist | 111456.210 | 1 | 7 | 7 | 3 | 4 | 5 | 0.00 | 4.0 | Good | 317.32 | 32.766612 | NM | 154.397390 | 392.077132 | High_spent_Medium_value_payments | 636.327228 | Good | 0 |
47 | Media_Manager | 16319.375 | 7 | 3 | 1 | 2 | 16 | 14 | 7.67 | 4.0 | Standard | 1275.32 | 38.311712 | No | 16.291129 | 175.899942 | Low_spent_Small_value_payments | 249.703721 | Standard | 282 |
27 | Lawyer | 23454.090 | 5 | 5 | 11 | 5 | 26 | 14 | 18.99 | 7.0 | Standard | 846.41 | 38.271588 | Yes | 73.348092 | 50.780466 | High_spent_Medium_value_payments | 347.022192 | Standard | 144 |
39 | Developer | 110924.580 | 4 | 7 | 2 | 0 | 23 | 15 | 11.36 | 4.0 | Good | 1326.13 | 39.744845 | No | 0.000000 | 235.407023 | High_spent_Large_value_payments | 915.964477 | Poor | 243 |
22 | Teacher | 57619.530 | 4 | 6 | 7 | 2 | 3 | 18 | 10.63 | 2.0 | Good | 1284.31 | 31.317655 | No | 81.523651 | 228.611507 | Low_spent_Small_value_payments | 444.227592 | Poor | 375 |
27 | Mechanic | 17181.105 | 4 | 4 | 17 | 4 | 6 | 21 | 12.72 | 6.0 | Standard | 323.74 | 35.977806 | Yes | 34.004072 | 49.968685 | High_spent_Medium_value_payments | 337.803118 | Standard | 221 |
21 | Teacher | 11426.590 | 4 | 7 | 5 | 0 | 28 | 11 | 10.56 | 11.0 | Standard | 465.10 | 38.410202 | Yes | 0.000000 | 87.150065 | Low_spent_Small_value_payments | 296.371518 | Standard | 0 |
51 | Doctor | 121675.680 | 3 | 7 | 3 | 1 | 8 | 2 | 3.00 | 1.0 | Good | 984.27 | 30.446495 | No | 95.857347 | 232.411465 | High_spent_Medium_value_payments | 930.295188 | Good | 189 |
41 | Accountant | 30802.790 | 5 | 5 | 5 | 3 | 4 | 7 | 9.18 | 2.0 | Good | 388.92 | 28.939617 | No | 72.863201 | 31.508787 | High_spent_Large_value_payments | 404.817928 | Good | 315 |
15 | Lawyer | 23445.470 | 4 | 5 | 18 | 6 | 7 | 16 | 1.77 | 5.0 | Standard | 1455.88 | 37.283449 | Yes | 109.792140 | 74.217330 | High_spent_Medium_value_payments | 253.069446 | Standard | 191 |
20 | Manager | 127285.410 | 4 | 3 | 6 | 1 | 4 | 4 | 0.97 | 4.0 | Good | 1141.72 | 38.994126 | No | 66.377840 | 203.912106 | High_spent_Medium_value_payments | 1030.421803 | Standard | 339 |
41 | Accountant | 75776.550 | 5 | 4 | 15 | 1 | 16 | 21 | 13.86 | 4.0 | Standard | 1.37 | 29.943419 | Yes | 60.277781 | 84.713836 | High_spent_Large_value_payments | 753.079633 | Standard | 307 |
30 | Lawyer | 23317.740 | 4 | 5 | 12 | 3 | 24 | 14 | 6.60 | 0.0 | Good | 387.02 | 26.719851 | No | 32.033127 | 51.580287 | High_spent_Small_value_payments | 387.301086 | Good | 245 |
20 | Lawyer | 53564.880 | 5 | 3 | 13 | 2 | 3 | 10 | 19.98 | 2.0 | Standard | 1008.31 | 34.321454 | Yes | 80.569833 | 0.000000 | Low_spent_Small_value_payments | 259.020132 | Standard | 194 |
26 | Accountant | 43428.470 | 5 | 6 | 12 | 0 | 5 | 2 | 11.96 | 1.0 | Good | 1244.42 | 42.188163 | No | 0.000000 | 127.144698 | High_spent_Medium_value_payments | 495.959219 | Standard | 217 |
32 | Manager | 31417.150 | 3 | 6 | 18 | 3 | 30 | 10 | 17.26 | 0.0 | Standard | 362.31 | 29.223142 | Yes | 64.189623 | 217.795553 | Low_spent_Small_value_payments | 274.424407 | Standard | 0 |
44 | Media_Manager | 35911.330 | 3 | 3 | 2 | 2 | 13 | 16 | 5.50 | 3.0 | Standard | 739.82 | 32.372906 | No | 39.112882 | 0.000000 | Low_spent_Medium_value_payments | 349.046160 | Standard | 217 |
24 | Lawyer | 10805.560 | 5 | 6 | 15 | 2 | 24 | 13 | 4.29 | 2.0 | Standard | 298.98 | 26.627136 | No | 13.161860 | 48.699679 | Low_spent_Small_value_payments | 290.884794 | Standard | 209 |
27 | Musician | 21454.790 | 0 | 6 | 12 | 4 | 4 | 3 | 1.56 | 3.0 | Good | 1152.36 | 28.128282 | No | 46.473274 | 0.000000 | Low_spent_Large_value_payments | 333.463731 | Good | 368 |
53 | Teacher | 69605.000 | 3 | 4 | 5 | 2 | 23 | 12 | 10.97 | 0.0 | Good | 1176.76 | 30.535247 | No | 104.422543 | 421.102976 | Low_spent_Small_value_payments | 318.816148 | Poor | 202 |
27 | Journalist | 34341.620 | 6 | 6 | 2 | 3 | 18 | 22 | 11.40 | 3.0 | Standard | 557.48 | 26.113983 | No | 57.175507 | 0.000000 | Low_spent_Small_value_payments | 317.656948 | Standard | 357 |
43 | Mechanic | 68898.000 | 7 | 4 | 11 | 0 | 24 | 16 | 5.80 | 5.0 | Standard | 312.14 | 37.243831 | No | 0.000000 | 228.161212 | Low_spent_Small_value_payments | 620.688788 | Poor | 334 |
29 | Engineer | 71290.060 | 8 | 3 | 17 | 0 | 9 | 15 | 7.26 | 8.0 | Standard | 1314.99 | 34.600008 | Yes | 0.000000 | 220.963800 | High_spent_Medium_value_payments | 649.020034 | Standard | 215 |
22 | Musician | 48783.440 | 3 | 7 | 18 | 3 | 11 | 14 | 10.96 | 1.0 | Standard | 146.68 | 40.526999 | No | 79.616754 | 356.483967 | Low_spent_Small_value_payments | 272.627945 | Poor | 241 |
42 | Entrepreneur | 43426.900 | 1 | 6 | 2 | 4 | 7 | 9 | 9.35 | 6.0 | Good | 0.95 | 30.408098 | No | 98.631464 | 54.707532 | High_spent_Large_value_payments | 436.451837 | Standard | 385 |
37 | Architect | 109782.320 | 4 | 4 | 19 | 2 | 27 | 10 | 7.78 | 0.0 | Standard | 426.40 | 29.271026 | No | 92.526657 | 0.000000 | Low_spent_Medium_value_payments | 648.844189 | Standard | 342 |
54 | Teacher | 29485.440 | 6 | 7 | 2 | 0 | 8 | 11 | 4.46 | 4.0 | Good | 679.47 | 32.663921 | No | 0.000000 | 76.209972 | High_spent_Small_value_payments | 448.202028 | Poor | 222 |
20 | Scientist | 33426.960 | 10 | 6 | 34 | 7 | 60 | 25 | 1.79 | 8.0 | Bad | 1432.30 | 40.686268 | Yes | 187.191253 | 100.642518 | Low_spent_Small_value_payments | 255.524229 | Poor | 217 |
29 | Teacher | 33896.530 | 7 | 3 | 18 | 2 | 25 | 0 | 10.95 | 2.0 | Standard | 807.65 | 29.852178 | Yes | 40.293529 | 86.399087 | High_spent_Small_value_payments | 400.078467 | Standard | 322 |
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