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ID | Описание | Дата |
---|---|---|
f049575f-722c-4550-91db-98e03ff17e03 | reinvent granular markets | 2017-04-12 |
10d4b24c-cc44-4712-b579-1678c5e1775f | exploit open-source methodologies | 1990-01-08 |
701cd9eb-694a-498b-9459-9e9eeee3ecf6 | innovate one-to-one relationships | 1975-02-03 |
6ebd181f-03e2-4c69-8520-b71cc1998865 | morph killer networks | 2003-03-26 |
25e527bc-a8ec-48aa-9d2e-9219352c23fa | visualize best-of-breed niches | 1987-09-09 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 | Scientist | 42171.980 | 2 | 7 | 10 | 3 | 4 | 10 | 2.58 | 4.0 | Good | 556.91 | 35.962853 | No | 102.762913 | 145.399243 | High_spent_Medium_value_payments | 378.271011 | Standard | 264 |
25 | Journalist | 24195.370 | 7 | 7 | 19 | 1 | 8 | 0 | 19.96 | 4.0 | Standard | 1163.09 | 28.959125 | Yes | 18.069520 | 117.306350 | Low_spent_Large_value_payments | 329.252213 | Standard | 0 |
48 | Lawyer | 14303.125 | 5 | 3 | 20 | 3 | 25 | 11 | 11.18 | 7.0 | Standard | 819.71 | 31.341028 | NM | 27.746254 | 76.712409 | Low_spent_Medium_value_payments | 281.234046 | Standard | 332 |
36 | Accountant | 16341.075 | 4 | 4 | 6 | 2 | 8 | 19 | 11.63 | 4.0 | Standard | 684.05 | 33.800944 | NM | 16.960460 | 150.943239 | Low_spent_Small_value_payments | 251.371925 | Standard | 204 |
48 | Accountant | 98509.710 | 5 | 6 | 6 | 1 | 14 | 0 | 7.38 | 3.0 | Standard | 83.94 | 37.394388 | No | 55.703407 | 437.714605 | Low_spent_Medium_value_payments | 606.296238 | Poor | 191 |
35 | Writer | 48662.020 | 7 | 7 | 5 | 4 | 29 | 13 | 11.96 | 2.0 | Standard | 660.09 | 24.696751 | Yes | 86.447034 | 408.389294 | Low_spent_Medium_value_payments | 215.280504 | Standard | 374 |
48 | Developer | 66120.990 | 7 | 4 | 20 | 2 | 14 | 0 | 15.65 | 0.0 | Standard | 553.15 | 38.234528 | No | 95.358102 | 198.180048 | Low_spent_Medium_value_payments | 552.970100 | Standard | 212 |
48 | Manager | 97174.440 | 4 | 3 | 14 | 4 | 30 | 10 | 1.30 | 3.0 | Standard | 137.68 | 29.440207 | Yes | 184.752228 | 0.000000 | High_spent_Large_value_payments | 755.555865 | Standard | 290 |
35 | Journalist | 33061.790 | 3 | 5 | 9 | 3 | 19 | 13 | 10.38 | 3.0 | Standard | 953.68 | 31.316175 | No | 81.988135 | 267.517543 | Low_spent_Medium_value_payments | 205.709238 | Standard | 241 |
56 | Architect | 35940.940 | 5 | 3 | 11 | 1 | 6 | 8 | 10.86 | 0.0 | Good | 237.26 | 29.441661 | No | 17.842996 | 80.033188 | High_spent_Medium_value_payments | 423.931650 | Good | 366 |
43 | Doctor | 14954.745 | 6 | 4 | 20 | 6 | 18 | 13 | 14.91 | 5.0 | Standard | 255.76 | 38.934803 | NM | 54.367742 | 0.000000 | Low_spent_Small_value_payments | 310.349733 | Standard | 212 |
15 | Musician | 104658.750 | 4 | 7 | 11 | 1 | 14 | 14 | 17.76 | 9.0 | Standard | 1218.42 | 39.529083 | Yes | 52.071931 | 439.115629 | Low_spent_Large_value_payments | 622.268690 | Poor | 348 |
27 | Media_Manager | 55245.880 | 3 | 3 | 12 | 2 | 11 | 18 | 11.32 | 6.0 | Standard | 137.95 | 32.397549 | Yes | 54.556181 | 94.971146 | High_spent_Small_value_payments | 596.655007 | Standard | 122 |
39 | Architect | 45051.240 | 6 | 6 | 6 | 3 | 22 | 19 | 10.30 | 6.0 | Standard | 1014.25 | 27.479672 | Yes | 73.940708 | 237.645497 | High_spent_Small_value_payments | 335.840794 | Standard | 384 |
30 | Accountant | 31920.780 | 1 | 3 | 10 | 1 | 0 | 5 | 0.97 | 0.0 | Good | 280.11 | 32.490597 | No | 15.344061 | 158.170158 | Low_spent_Small_value_payments | 385.492281 | Poor | 211 |
23 | Writer | 41694.360 | 1 | 7 | 5 | 3 | 4 | 2 | 10.15 | 3.0 | Good | 556.65 | 37.546381 | No | 84.470664 | 188.772867 | Low_spent_Small_value_payments | 376.309470 | Poor | 0 |
14 | Media_Manager | 15096047.000 | 3 | 5 | 8 | 4 | 19 | 10 | 11.43 | 4.0 | Standard | 579.96 | 25.343864 | Yes | 79.047610 | 36.991604 | High_spent_Medium_value_payments | 361.744286 | Standard | 210 |
48 | Musician | 20662.840 | 3 | 3 | 5 | 4 | 16 | 15 | 7.23 | 4.0 | Standard | 699.36 | 25.123538 | No | 39.908894 | 75.549607 | Low_spent_Large_value_payments | 320.931832 | Standard | 0 |
20 | Doctor | 23838.090 | 5 | 6 | 13 | 4 | 24 | 10 | 7.15 | 7.0 | Standard | 802.30 | 23.950562 | Yes | 53.308099 | 152.060263 | Low_spent_Large_value_payments | 267.782388 | Standard | 361 |
30 | Journalist | 92114.680 | 3 | 4 | 8 | 1 | 24 | 14 | 17.87 | 7.0 | Standard | 820.52 | 26.577583 | Yes | 54.219664 | 549.352688 | Low_spent_Small_value_payments | 467.549981 | Standard | 256 |
31 | Mechanic | 76726.640 | 6 | 6 | 3 | 3 | 21 | 12 | 16.61 | 3.0 | Standard | 103.86 | 30.256201 | No | 145.229101 | 114.680762 | High_spent_Medium_value_payments | 599.978803 | Standard | 354 |
27 | Architect | 33042.480 | 4 | 4 | 3 | 2 | 14 | 12 | 4.90 | 1.0 | Good | 226.72 | 22.460096 | No | 54.988194 | 289.927994 | Low_spent_Medium_value_payments | 229.337812 | Good | 278 |
37 | Accountant | 19204.930 | 6 | 3 | 6 | 4 | 21 | 9 | 1.82 | 2.0 | Standard | 193.68 | 26.975720 | No | 175.793255 | 98.153061 | Low_spent_Small_value_payments | 291.707764 | Standard | 256 |
49 | Architect | 20455.280 | 4 | 4 | 2 | 4 | 14 | 8 | 6.92 | 5.0 | Good | 426.13 | 26.647986 | No | 46.744494 | 149.298094 | Low_spent_Small_value_payments | 234.718079 | Poor | 275 |
52 | Journalist | 89607.240 | 0 | 5 | 12 | 2 | 13 | 6 | 4.54 | 3.0 | Good | 715.19 | 34.660389 | No | 147.847009 | 533.710277 | Low_spent_Large_value_payments | 314.069713 | Good | 0 |
49 | Manager | 93817.620 | 1 | 6 | 4 | 1 | 5 | 6 | 8.99 | 5.0 | Good | 1056.89 | 26.926170 | No | 46.971366 | 1038.244933 | Low_spent_Small_value_payments | 0.000000 | Good | 392 |
31 | Writer | 21205.820 | 3 | 3 | 3 | 0 | 11 | 5 | 10.72 | 3.0 | Good | 848.17 | 23.851280 | No | 0.000000 | 153.424736 | Low_spent_Medium_value_payments | 314.590431 | Poor | 281 |
14 | Journalist | 21172.980 | 4 | 3 | 5 | 3 | 21 | 20 | 14.66 | 8.0 | Standard | 409.58 | 29.758325 | Yes | 32.635402 | 121.423279 | Low_spent_Large_value_payments | 304.682819 | Standard | 358 |
18 | Scientist | 69907.300 | 5 | 2 | 8 | 2 | 1 | 1 | 8.98 | 1.0 | Good | 851.24 | 39.031444 | No | 61.613296 | 106.133985 | High_spent_Large_value_payments | 651.913553 | Good | 376 |
50 | Journalist | 113630.400 | 4 | 5 | 5 | 0 | 7 | 10 | 9.80 | 3.0 | Good | 115.38 | 29.457022 | No | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 903.220821 | Good | 323 |
23 | Manager | 22428.960 | 7 | 3 | 16 | 1 | 12 | 13 | 1.29 | 0.0 | Standard | 1299.61 | 37.905846 | No | 15.329065 | 88.245714 | Low_spent_Small_value_payments | 392.933221 | Standard | 287 |
42 | Accountant | 17137.710 | 8 | 7 | 10 | 2 | 9 | 15 | 7.91 | 2.0 | Standard | 1486.83 | 23.158948 | No | 18.574107 | 183.312124 | Low_spent_Small_value_payments | 242.528019 | Standard | 232 |
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