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ID | Описание | Дата |
---|---|---|
ad31f09f-8da3-4881-8806-dc8ad1e747fa | reinvent vertical e-services | 2002-03-26 |
f26cdc36-9820-48ff-a470-729a83880859 | strategize scalable e-business | 1978-06-10 |
9561fac0-9e1f-46c0-9e55-5a0f30b7932e | monetize extensible niches | 1987-06-19 |
e758dcba-90e9-466b-9d35-535f27a7b9ff | engineer turn-key systems | 2012-07-26 |
07d30780-a369-4a8f-a64b-fa3b6b0a9cd1 | embrace mission-critical experiences | 1986-05-07 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38 | Teacher | 34212.010 | 6 | 5 | 10 | 3 | 18 | 9 | 8.12 | 1.0 | Standard | 512.38 | 32.200803 | No | 66.676413 | 147.245124 | Low_spent_Large_value_payments | 340.778546 | Poor | 0 |
27 | Lawyer | 25198.190 | 3 | 6 | 19 | 3 | 29 | 9 | 5.83 | 7.0 | Standard | 1261.93 | 39.018013 | Yes | 48.637218 | 68.803447 | Low_spent_Medium_value_payments | 397.344252 | Poor | 209 |
20 | Journalist | 20066.600 | 7 | 3 | 10 | 4 | 20 | 9 | 18.78 | 9.0 | Standard | 491.75 | 29.659584 | Yes | 45.605384 | 0.000000 | Low_spent_Large_value_payments | 309.842035 | Standard | 213 |
44 | Architect | 66516.320 | 7 | 6 | 17 | 3 | 10 | 14 | 17.92 | 6.0 | Standard | 32.95 | 39.221055 | Yes | 162.492646 | 212.894390 | Low_spent_Medium_value_payments | 437.915630 | Poor | 213 |
49 | Developer | 44066.780 | 5 | 4 | 6 | 4 | 6 | 8 | 6.29 | 2.0 | Good | 289.59 | 26.077995 | NM | 80.907924 | 74.883162 | High_spent_Medium_value_payments | 436.632081 | Good | 388 |
22 | Scientist | 44986.070 | 3 | 3 | 4 | 2 | 3 | 12 | 11.37 | 5.0 | Good | 1162.52 | 35.996405 | No | 63.751704 | 83.915808 | High_spent_Large_value_payments | 488.116405 | Good | 341 |
31 | Mechanic | 22320.130 | 5 | 6 | 18 | 2 | 24 | 3112 | 16.50 | 7.0 | Standard | 1426.31 | 25.870532 | Yes | 30.855248 | 41.689414 | High_spent_Medium_value_payments | 392.556422 | Standard | 236 |
23 | Musician | 42767.890 | 1 | 7 | 11 | 1 | 9 | 6 | 2.63 | 3.0 | Good | 1413.55 | 25.861064 | No | 20.338019 | 112.181575 | High_spent_Medium_value_payments | 459.579490 | Standard | 311 |
38 | Engineer | 104168.220 | 3 | 5 | 14 | 0 | 30 | 15 | 9.97 | 3.0 | Standard | 39.68 | 35.560716 | No | 0.000000 | 263.511681 | Low_spent_Medium_value_payments | 882.056819 | Poor | 265 |
16 | Architect | 60909.150 | 3 | 6 | 9 | 5 | 14 | 0 | 10.80 | 8.0 | Standard | 1423.88 | 31.409467 | Yes | 131.166736 | 0.000000 | High_spent_Small_value_payments | 529.492905 | Poor | 86 |
45 | Doctor | 9697.290 | 4 | 3 | 9 | 4 | 9 | 13 | 11.95 | 9.0 | Standard | 530.96 | 33.742479 | Yes | 28.774536 | 41.664081 | High_spent_Small_value_payments | 275.672133 | Poor | 103 |
30 | Musician | 10366.830 | 8 | 3 | 6 | 4 | 24 | 14 | 7.92 | 5.0 | Standard | 0.95 | 24.678741 | Yes | 24.413347 | 22.756597 | High_spent_Medium_value_payments | 259.720306 | Standard | 246 |
24 | Entrepreneur | 21453.930 | 6 | 4 | 9 | 0 | 26 | 14 | 10.96 | 1.0 | Standard | 162.76 | 30.823073 | No | 0.000000 | 53.805435 | Low_spent_Large_value_payments | 376.277315 | Standard | 396 |
40 | Entrepreneur | 36647.460 | 3 | 5 | 9 | 4 | 29 | 18 | 10.74 | 1.0 | Good | 1471.04 | 33.135734 | No | 90.147486 | 181.225050 | Low_spent_Small_value_payments | 323.022964 | Good | 192 |
39 | Developer | 20422.480 | 5 | 7 | 5 | 0 | 27 | 0 | 16.33 | 1.0 | Standard | 1420.58 | 27.435839 | Yes | 0.000000 | 0.000000 | High_spent_Large_value_payments | 354.212101 | Good | 388 |
28 | Musician | 20273.530 | 3 | 5 | 15 | 4 | 28 | 15 | 5.03 | 6.0 | Standard | 1278.40 | 33.373463 | Yes | 40.671373 | 75.175321 | Low_spent_Medium_value_payments | 306.899390 | Poor | 166 |
45 | Engineer | 113238.840 | 1 | 5 | 6 | 2 | 2 | 2 | 10.99 | 0.0 | Good | 115.48 | 40.809762 | No | 163.682550 | 179.377946 | High_spent_Medium_value_payments | 877.496503 | Good | 0 |
27 | Mechanic | 35540.740 | 3 | 5 | 2 | 2 | 6 | 0 | 9.45 | 1.0 | Good | 1148.21 | 25.234619 | No | 52.412166 | 372.372370 | Low_spent_Small_value_payments | 188.488298 | Good | 377 |
23 | Entrepreneur | 52561.620 | 7 | 7 | 32 | 2 | 30 | 18 | 11.63 | 9.0 | Standard | 1312.29 | 29.687042 | Yes | 48.935272 | 151.539872 | High_spent_Small_value_payments | 516.738356 | Poor | 187 |
44 | Journalist | 16196.665 | 5 | 7 | 17 | 2 | 20 | 15 | 2.55 | 0.0 | Standard | 632.93 | 28.740224 | No | 24.949591 | 122.501770 | Low_spent_Small_value_payments | 299.120847 | Standard | 194 |
36 | Entrepreneur | 125977.600 | 8 | 6 | 13 | 2 | 27 | 17 | 8.02 | 3.0 | Standard | 581.65 | 33.805365 | Yes | 149.982516 | 427.492055 | High_spent_Small_value_payments | 725.138762 | Standard | 387 |
34 | Developer | 16596.385 | 8 | 5 | 8 | 4 | 25 | 13 | 9.98 | 3.0 | Standard | 1411.25 | 32.574501 | Yes | 35.644491 | 191.724927 | Low_spent_Small_value_payments | 228.533790 | Standard | 225 |
36 | Media_Manager | 29357.850 | 5 | 4 | 17 | 3 | 19 | 14 | 7.09 | 4.0 | Standard | 848.04 | 33.529393 | NM | 45.650521 | 75.272746 | High_spent_Medium_value_payments | 395.625483 | Standard | 84 |
52 | Musician | 134282.840 | 8 | 7 | 19 | 2 | 20 | 0 | 13.58 | 3.0 | Standard | 551.46 | 31.087516 | No | 131.584055 | 507.138458 | Low_spent_Medium_value_payments | 753.901154 | Standard | 278 |
29 | Accountant | 44667.500 | 5 | 6 | 18 | 4 | 10 | 8 | 19.79 | 8.0 | Standard | 1148.67 | 26.705176 | Yes | 148.452544 | 124.075038 | High_spent_Medium_value_payments | 332.001584 | Standard | 224 |
38 | Lawyer | 28941.240 | 3 | 5 | 11 | 4 | 9 | 7 | 8.59 | 4.0 | Good | 562.01 | 27.022989 | No | 74.821768 | 72.031389 | High_spent_Medium_value_payments | 350.623843 | Good | 233 |
30 | Teacher | 29661.880 | 4 | 7 | 8 | 0 | 9 | 1 | 6.39 | 2.0 | Good | 80.25 | 28.420265 | No | 0.000000 | 87.630797 | Low_spent_Medium_value_payments | 435.951536 | Poor | 301 |
24 | Journalist | 96815.910 | 2 | 5 | 1 | 0 | 12 | 6 | 10.40 | 1.0 | Good | 1257.64 | 26.276203 | No | 0.000000 | 138.751567 | High_spent_Large_value_payments | 907.047683 | Standard | 362 |
33 | Developer | 144469.360 | 1 | 5 | 5 | 1 | 21 | 0 | 3.52 | 4.0 | Good | 361.73 | 25.693227 | No | 95.048608 | 665.114704 | Low_spent_Large_value_payments | 693.348022 | Standard | 394 |
54 | Writer | 132848.880 | 5 | 1 | 7 | 1 | 4 | 12 | 1.99 | 3.0 | Good | 1041.91 | 31.387708 | No | 55.877933 | 575.335745 | Low_spent_Small_value_payments | 750.860321 | Good | 268 |
30 | Journalist | 8664.405 | 6 | 7 | 13 | 4 | 30 | 0 | 15.00 | 11.0 | Standard | 317.71 | 25.904580 | Yes | 28.714510 | 69.334287 | Low_spent_Small_value_payments | 279.154579 | Standard | 153 |
55 | Architect | 54740.380 | 3 | 4 | 7 | 0 | 5 | 19 | 9.09 | 2.0 | Standard | 1101.31 | 28.154853 | No | 0.000000 | 103.130961 | High_spent_Medium_value_payments | 586.438872 | Standard | 321 |
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