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ID | Описание | Дата |
---|---|---|
02a04d10-7301-4587-b17f-4e8afb210edc | orchestrate next-generation e-services | 1976-02-17 |
29d2db15-eb02-43c5-ad19-604751fe61bd | deploy real-time infrastructures | 2012-09-12 |
1c3c9927-a72d-4038-acb9-e9b51946eb1f | re-intermediate transparent vortals | 2023-05-26 |
9f059317-da4c-420b-b533-8d5af45b5587 | embrace B2B e-commerce | 2010-03-26 |
e3b88fe4-713f-4028-890e-ff4f5ece32cb | monetize seamless methodologies | 2013-09-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
22 | Engineer | 12986.745 | 4 | 3 | 10 | 2 | 30 | 17 | 11.80 | 7.0 | Standard | 1489.49 | 26.507474 | Yes | 16.719300 | 111.257630 | Low_spent_Small_value_payments | 257.945944 | Standard | 109 |
50 | Architect | 122713.600 | 5 | 6 | 14 | 2 | 11 | 10 | 12.46 | 1.0 | Standard | 128.33 | 36.691838 | NM | 146.268887 | 735.385420 | Low_spent_Medium_value_payments | 409.759027 | Standard | 278 |
45 | Media_Manager | 28942.300 | 8 | 3 | 13 | 2 | 12 | 17 | 8.08 | 3.0 | Standard | 690.71 | 38.878739 | Yes | 41.837774 | 53.291110 | High_spent_Small_value_payments | 386.556949 | Standard | 0 |
19 | Doctor | 72125.200 | 3 | 5 | 12 | 2 | 4 | 0 | 9.52 | 6.0 | Standard | 95.23 | 33.249209 | Yes | 84.489296 | 0.000000 | High_spent_Medium_value_payments | 679.610538 | Standard | 236 |
36 | Musician | 16364.675 | 8 | 5 | 12 | 2 | 5 | 6 | 9.92 | 0.0 | Good | 60.17 | 28.237894 | No | 16.379777 | 189.460094 | Low_spent_Small_value_payments | 250.332421 | Good | 191 |
30 | Scientist | 177546.360 | 5 | 1 | 5 | 0 | 3 | 6 | 7.30 | 1.0 | Good | 715.97 | 44.125961 | No | 0.000000 | 364.014858 | High_spent_Medium_value_payments | 1367.338142 | Standard | 361 |
43 | Scientist | 109864.470 | 8 | 6 | 16 | 0 | 15 | 10 | 8.67 | 7.0 | Standard | 35.21 | 37.399619 | Yes | 0.000000 | 203.947260 | High_spent_Large_value_payments | 945.389990 | Standard | 242 |
24 | Accountant | 39139.350 | 4 | 4 | 4 | 4 | 22 | 8 | 1.94 | 0.0 | Good | 1258.77 | 38.386256 | No | 122.621300 | 213.489908 | Low_spent_Medium_value_payments | 285.350043 | Poor | 193 |
42 | Teacher | 19214.965 | 0 | 4 | 11 | 0 | 10 | 10 | 4.18 | 0.0 | Good | 498.81 | 38.980590 | No | 0.000000 | 147.735086 | Low_spent_Medium_value_payments | 305.289622 | Good | 346 |
32 | Lawyer | 110912.790 | 4 | 7 | 10 | 1 | 3 | 3 | 8.75 | 2.0 | Good | 36.40 | 37.862683 | No | 80.205215 | 149.333204 | High_spent_Medium_value_payments | 959.734831 | Good | 281 |
45 | Doctor | 15608.695 | 7 | 3 | 12 | 4 | 12 | 19 | 12.35 | 10.0 | Standard | 488.34 | 35.441900 | Yes | 26.777829 | 32.628572 | Low_spent_Large_value_payments | 347.266058 | Standard | 237 |
51 | Media_Manager | 111295.160 | 3 | 4 | 18 | 1 | 29 | 15 | 6.23 | 3.0 | Standard | 460.37 | 40.544989 | Yes | 60.231261 | 281.622089 | High_spent_Medium_value_payments | 829.106317 | Standard | 283 |
52 | Engineer | 19646.255 | 3 | 6 | 10 | 2 | 9 | 1 | 6.70 | 1.0 | Good | 614.76 | 31.660545 | No | 30.118977 | 81.412201 | High_spent_Small_value_payments | 331.587614 | Standard | 348 |
25 | Accountant | 117499.470 | 4 | 5 | 8 | 0 | 5 | 8 | 8.32 | 4.0 | Good | 337.90 | 36.555782 | No | 0.000000 | 699.100182 | Low_spent_Medium_value_payments | 558.962068 | Standard | 362 |
18 | Writer | 176295.000 | 5 | 2 | 9 | 2 | 10 | 7 | 3.32 | 1.0 | Good | 44.91 | 39.893784 | No | 158.373733 | 389.702181 | High_spent_Medium_value_payments | 1197.949086 | Good | 215 |
28 | Entrepreneur | 29453.840 | 7 | 5 | 12 | 5 | 7 | 20 | 19.45 | 7.0 | Standard | 249.36 | 27.134012 | Yes | 86.086308 | 53.586301 | High_spent_Large_value_payments | 323.076058 | Standard | 178 |
43 | Mechanic | 32464.100 | 4 | 3 | 10 | 1 | 8 | 8 | 4.82 | 1.0 | Standard | 681.09 | 30.259603 | No | 19.186561 | 48.889857 | High_spent_Medium_value_payments | 448.757749 | Standard | 388 |
15 | Engineer | 8984.620 | 8 | 4 | 18 | 7 | 15 | 5 | 14.27 | 9.0 | Standard | 720.17 | 37.495128 | Yes | 31.086195 | 23.191724 | High_spent_Medium_value_payments | 253.293915 | Standard | 199 |
36 | Doctor | 63213.120 | 4 | 4 | 9 | 4 | 16 | 9 | 8.47 | 7.0 | Good | 584.85 | 40.112068 | No | 166.117653 | 172.898151 | Low_spent_Medium_value_payments | 464.360196 | Standard | 279 |
38 | Musician | 34982.690 | 5 | 7 | 18 | 2 | 9 | 20 | 0.98 | 3.0 | Standard | 1496.77 | 31.561363 | No | 44.393251 | 0.000000 | High_spent_Small_value_payments | 449.756041 | Standard | 361 |
33 | Manager | 44264.410 | 3 | 3 | 6 | 2 | 11 | 0 | 8.66 | 3.0 | Good | 1312.23 | 38.087866 | No | 40.482424 | 315.493194 | Low_spent_Large_value_payments | 289.594466 | Good | 222 |
46 | Scientist | 40807.770 | 3 | 2 | 5 | 3 | 5 | 11 | 8.72 | 3.0 | Good | 1133.10 | 30.615138 | No | 75.801513 | 50.559436 | High_spent_Medium_value_payments | 463.603801 | Standard | 184 |
43 | Teacher | 134327.560 | 4 | 6 | 13 | 2 | 6 | 18 | 11.11 | 1.0 | Standard | 1077.50 | 44.771691 | No | 187.676813 | 83.966145 | High_spent_Large_value_payments | 1109.553375 | Standard | 325 |
55 | Musician | 64193.970 | 6 | 7 | 1 | 1 | 28 | 9 | 4.61 | 6.0 | Good | 28.52 | 36.595727 | No | 44.990294 | 127.733701 | High_spent_Medium_value_payments | 630.325755 | Good | 288 |
26 | Doctor | 62313.540 | 6 | 2 | 18 | 4 | 27 | 8 | 12.82 | 6.0 | Standard | 817.64 | 28.687770 | Yes | 196.679642 | 63.346750 | High_spent_Large_value_payments | 492.053108 | Standard | 120 |
53 | Doctor | 69886.640 | 4 | 6 | 3 | 1 | 10 | 1 | 7.52 | 2.0 | Good | 683.01 | 30.494097 | NM | 57.134763 | 73.428341 | High_spent_Medium_value_payments | 686.825562 | Standard | 210 |
37 | Mechanic | 63601.480 | 3 | 7 | 15 | 6 | 27 | 13 | 15.49 | 6.0 | Standard | 1191.91 | 26.745337 | Yes | 184.691635 | 383.362269 | Low_spent_Small_value_payments | 261.958430 | Standard | 237 |
24 | Musician | 9886.530 | 8 | 3 | 3 | 4 | 20 | 10 | 1.84 | 0.0 | Good | 102.46 | 34.984996 | No | 30.064626 | 48.520165 | Low_spent_Small_value_payments | 269.002960 | Good | 244 |
54 | Writer | 10311.095 | 8 | 5 | 17 | 0 | 30 | 10 | 12.02 | 8.0 | Standard | 1024.56 | 34.449188 | Yes | 0.000000 | 12.410098 | High_spent_Medium_value_payments | 333.915693 | Standard | 258 |
26 | Scientist | 72050.920 | 2 | 5 | 4 | 2 | 12 | 10 | 7.19 | 0.0 | Good | 297.94 | 34.045896 | NM | 88.941012 | 196.230159 | High_spent_Small_value_payments | 592.153162 | Good | 322 |
49 | Musician | 17393.305 | 4 | 7 | 9 | 3 | 10 | 11 | 10.87 | 2.0 | Good | 373.74 | 24.966149 | No | 28.171754 | 103.594456 | Low_spent_Large_value_payments | 254.077998 | Good | 395 |
56 | Architect | 29764.370 | 7 | 7 | 12 | 2 | 13 | 1820 | 11.35 | 0.0 | Standard | 1154.86 | 31.886596 | Yes | 33.146996 | 247.897583 | Low_spent_Small_value_payments | 258.991838 | Standard | 341 |
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