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ID | Описание | Дата |
---|---|---|
ddb2a516-17bf-44d0-89ac-e288522589e0 | maximize viral partnerships | 2023-02-03 |
3c414912-b7fa-4ec7-932d-2735d5eeaa01 | harness proactive e-commerce | 2019-09-28 |
a759c4fa-e88e-40c1-86af-799575f98a2f | strategize synergistic paradigms | 2017-06-16 |
5cff529c-18ee-4bb9-b9a1-c05b59862be2 | grow holistic methodologies | 2015-07-19 |
ba935e01-afdc-4b62-9656-2b9d00becdb6 | scale cross-platform action-items | 2016-09-04 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Doctor | 31807.000 | 8 | 3 | 14 | 2 | 21 | 8 | 14.68 | 1.0 | Standard | 611.04 | 24.101019 | Yes | 35.553691 | 195.284007 | Low_spent_Small_value_payments | 332.520635 | Standard | 241 |
18 | Lawyer | 21791.905 | 2 | 3 | 9 | 1 | 7 | 5 | 1.76 | 1.0 | Good | 166.25 | 34.886566 | No | 11.556165 | 0.000000 | Low_spent_Small_value_payments | 307.077525 | Good | 242 |
37 | Teacher | 84660.740 | 4 | 4 | 12 | 1 | 15 | 0 | 8.99 | 3.0 | Good | 702.26 | 38.810123 | NM | 60.863615 | 444.469713 | High_spent_Small_value_payments | 459.272839 | Good | 324 |
28 | Writer | 28193.380 | 6 | 3 | 2 | 4 | 29 | 18 | 2.92 | 4.0 | Standard | 1099.70 | 34.027501 | No | 93.378694 | 206.399900 | Low_spent_Small_value_payments | 254.566239 | Standard | 201 |
25 | Mechanic | 52312.680 | 6 | 5 | 17 | 4 | 8 | 1749 | 9.73 | 2.0 | Standard | 202.68 | 23.679534 | NM | 108.366467 | 261.210979 | Low_spent_Medium_value_payments | 335.461554 | Standard | 365 |
44 | Developer | 102628.280 | 5 | 3 | 10 | 1 | 11 | 17 | 14.47 | 1.0 | Standard | 103.13 | 40.639409 | Yes | 76.908938 | 533.628471 | Low_spent_Small_value_payments | 504.698257 | Standard | 311 |
31 | Developer | 135883.000 | 6 | 7 | 8 | 1 | 9 | 10 | 11.73 | 2.0 | Standard | 132.78 | 35.657896 | Yes | 109.075164 | 930.735432 | Low_spent_Medium_value_payments | 373.247737 | Good | 280 |
37 | Media_Manager | 44158.030 | 5 | 5 | 11 | 1 | 13 | 5 | 11.33 | 0.0 | Good | 1298.23 | 35.796737 | No | 30.463123 | 367.423972 | Low_spent_Small_value_payments | 265.496488 | Good | 186 |
34 | Engineer | 26625.580 | 6 | 6 | 9 | 6 | 12 | 8 | 0.00 | 4.0 | Standard | 1317.79 | 30.555730 | Yes | 122.634520 | 65.304188 | High_spent_Small_value_payments | 288.241125 | Standard | 127 |
53 | Architect | 79847.970 | 6 | 4 | 20 | 0 | 6 | 14 | 14.57 | 2.0 | Standard | 1479.58 | 33.932220 | Yes | 0.000000 | 286.402149 | Low_spent_Medium_value_payments | 676.797601 | Standard | 195 |
25 | Scientist | 20837.540 | 4 | 6 | 4 | 1 | 8 | 2 | 10.49 | 2.0 | Good | 1160.42 | 35.407459 | No | 16.868166 | 0.000000 | High_spent_Small_value_payments | 339.944385 | Standard | 281 |
33 | Musician | 18848.995 | 3 | 6 | 10 | 0 | 6 | 9 | 5.76 | 4.0 | Good | 159.31 | 38.864436 | No | 0.000000 | 30.119750 | High_spent_Medium_value_payments | 356.355208 | Standard | 347 |
50 | Mechanic | 29605.900 | 8 | 6 | 16 | 3 | 16 | 8 | 18.62 | 8.0 | Standard | 786.55 | 36.557913 | Yes | 53.928457 | 160.296878 | Low_spent_Medium_value_payments | 323.690498 | Standard | 373 |
44 | Engineer | 41552.770 | 3 | 4 | 2 | 1 | 18 | 4 | 15.60 | 9.0 | Good | 28.85 | 26.115739 | No | 27.063868 | 178.710019 | Low_spent_Medium_value_payments | 422.499196 | Poor | 260 |
38 | Manager | 76644.160 | 5 | 4 | 9 | 3 | 29 | 10 | 0.68 | 1.0 | Standard | 1431.83 | 40.249644 | No | 107.683837 | 143.028188 | High_spent_Large_value_payments | 604.889308 | Standard | 333 |
30 | Teacher | 44982.740 | 4 | 2 | 11 | 2 | 7 | 6 | 6.14 | 3.0 | Good | 388.78 | 34.642977 | No | 72.308358 | 330.113139 | Low_spent_Large_value_payments | 245.034669 | Good | 238 |
32 | Developer | 17733.320 | 5 | 5 | 19 | 3 | 8 | 8 | 8.73 | 3.0 | Standard | 111.83 | 28.656854 | NM | 25.978460 | 72.550623 | Low_spent_Large_value_payments | 340.248583 | Standard | 254 |
43 | Musician | 55735.620 | 7 | 4 | 14 | 3 | 6 | 14 | 9.29 | 1.0 | Standard | 48.86 | 39.746094 | NM | 122.919356 | 106.166944 | High_spent_Medium_value_payments | 514.877200 | Standard | 298 |
19 | Entrepreneur | 21039.800 | 4 | 5 | 10 | 0 | 5 | 8 | 6.19 | 2.0 | Good | 8.99 | 26.360802 | No | 0.000000 | 244.109955 | Low_spent_Small_value_payments | 233.421712 | Poor | 287 |
37 | Developer | 25580.340 | 5 | 3 | 7 | 2 | 25 | 8 | 17.39 | 6.0 | Standard | 17.60 | 30.067243 | NM | 31.815728 | 219.833927 | Low_spent_Small_value_payments | 227.019845 | Standard | 236 |
18 | Entrepreneur | 31944.720 | 4 | 4 | 11 | 5 | 20 | 18 | 15.91 | 6.0 | Standard | 696.79 | 35.112662 | Yes | 83.713975 | 72.350729 | Low_spent_Medium_value_payments | 365.641296 | Standard | 108 |
27 | Writer | 39453.740 | 5 | 1 | 6 | 1 | 4 | 2 | 1.80 | 6.0 | Good | 1432.03 | 28.359726 | No | 26.008763 | 392.497781 | Low_spent_Small_value_payments | 196.974623 | Standard | 353 |
55 | Accountant | 100097.190 | 5 | 4 | 1 | 4 | 16 | 10 | 8.62 | 1.0 | Good | 817.57 | 37.946947 | No | 177.277112 | 184.143134 | High_spent_Medium_value_payments | 734.123004 | Poor | 262 |
29 | Lawyer | 31500.550 | 1 | 4 | 6 | 0 | 10 | 11 | 4.79 | 4.0 | Good | 861.13 | 39.856440 | No | 0.000000 | 134.781498 | Low_spent_Large_value_payments | 401.723086 | Standard | 0 |
40 | Architect | 67712.260 | 5 | 2 | 11 | 1 | 10 | 11 | 7.35 | 1.0 | Good | 625.53 | 26.954840 | No | 30.705226 | 158.503645 | High_spent_Small_value_payments | 618.859962 | Standard | 194 |
45 | Writer | 86617.160 | 8 | 4 | 6 | 3 | 16 | 19 | 16.26 | 4.0 | Standard | 718.53 | 31.868897 | No | 141.382055 | 477.407397 | Low_spent_Medium_value_payments | 386.220216 | Standard | 294 |
22 | Architect | 40287.780 | 4 | 3 | 11 | 2 | 5 | 6 | 1.95 | 0.0 | Good | 1298.60 | 41.398116 | No | 39.387540 | 104.160029 | High_spent_Medium_value_payments | 434.483931 | Standard | 362 |
29 | Manager | 19280.890 | 6 | 4 | 12 | 6 | 22 | 8 | 9.69 | 6.0 | Standard | 884.87 | 37.509788 | NM | 52.189729 | 46.170805 | High_spent_Medium_value_payments | 306.713550 | Standard | 126 |
31 | Teacher | 20914.470 | 8 | 5 | 16 | 2 | 11 | 13 | 7.98 | 4.0 | Standard | 1360.66 | 25.913005 | Yes | 25.958245 | 101.040131 | Low_spent_Small_value_payments | 342.988874 | Poor | 146 |
37 | Media_Manager | 14860.185 | 6 | 3 | 9 | 3 | 8 | 19 | 17.03 | 5.0 | Standard | 1263.45 | 24.270931 | Yes | 32.470591 | 0.000000 | Low_spent_Small_value_payments | 237.540660 | Standard | 202 |
21 | Journalist | 17718.855 | 5 | 1 | 12 | 0 | 2 | 12 | 9.09 | 1.0 | Good | 1169.20 | 32.910321 | No | 0.000000 | 148.694111 | Low_spent_Small_value_payments | 264.363014 | Good | 303 |
22 | Lawyer | 26686.140 | 4 | 6 | 19 | 6 | 15 | 8 | 13.81 | 4.0 | Standard | 220.17 | 31.602597 | NM | 81.392583 | 38.102677 | High_spent_Large_value_payments | 348.989240 | Standard | 100 |
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