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ID | Описание | Дата |
---|---|---|
4dd8477d-27ac-4784-aabb-3dfe114fbddc | re-intermediate collaborative architectures | 1978-03-26 |
dc7fc924-5ffb-4c2d-af62-9376c9b7456e | transform vertical web services | 2005-04-17 |
da7cffad-8989-4011-8385-77a364bd688b | harness transparent paradigms | 1975-01-02 |
1ce97c3f-02e6-4476-a550-b919ed1c8dba | streamline visionary partnerships | 1996-02-19 |
bc843e4c-2077-4e14-a76a-96ebf0365b3a | evolve killer supply-chains | 1977-03-14 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
46 | Manager | 16953.985 | 4 | 5 | 4 | 2 | 1 | 2 | 11.64 | 2.0 | Good | 554.48 | 27.454185 | No | 18.286009 | 132.925459 | Low_spent_Small_value_payments | 307.271740 | Poor | 328 |
18 | Scientist | 32594.760 | 2 | 2 | 11 | 3 | 11 | 6 | 5.54 | 1.0 | Good | 1146.39 | 29.451752 | No | 74.120731 | 212.601018 | Low_spent_Large_value_payments | 279.201251 | Good | 339 |
27 | Writer | 12723.325 | 4 | 7 | 13 | 3 | 14 | 7 | 8.81 | 0.0 | Standard | 387.78 | 27.429445 | NM | 29.270265 | 49.874988 | Low_spent_Small_value_payments | 329.182455 | Standard | 262 |
26 | Developer | 116809.000 | 3 | 1 | 3 | 3 | 3 | 6 | 6.73 | 3.0 | Good | 1312.44 | 32.487146 | No | 191.675705 | 895.556187 | Low_spent_Medium_value_payments | 173.976441 | Good | 225 |
21 | Developer | 13506.895 | 3 | 5 | 12 | 0 | 22 | 8 | 10.97 | 8.0 | Standard | 945.04 | 32.259936 | Yes | 0.000000 | 28.246995 | High_spent_Large_value_payments | 348.710463 | Standard | 84 |
35 | Writer | 36063.450 | 7 | 6 | 13 | 5 | 20 | 14 | 16.78 | 6.0 | Standard | 1497.12 | 33.806455 | Yes | 135.102690 | 109.502680 | High_spent_Medium_value_payments | 289.823380 | Standard | 190 |
56 | Scientist | 77469.600 | 4 | 5 | 12 | 1 | 15 | 17 | 3.74 | 2.0 | Good | 529.13 | 35.174755 | No | 55.809078 | 670.053232 | Low_spent_Medium_value_payments | 211.917691 | Standard | 318 |
52 | Journalist | 151696.320 | 4 | 2 | 10 | 0 | 5 | 6 | 4.05 | 3.0 | Good | 381.30 | 41.363901 | No | 0.000000 | 280.843680 | High_spent_Large_value_payments | 1198.392320 | Good | 357 |
28 | Media_Manager | 35933.670 | 5 | 4 | 7 | 0 | 3 | 9 | 5.95 | 4.0 | Good | 98.89 | 39.845675 | NM | 0.000000 | 115.790633 | High_spent_Medium_value_payments | 407.056617 | Standard | 187 |
51 | Doctor | 60284.160 | 0 | 4 | 2 | 2 | 1 | 4 | 4.40 | 4.0 | Good | 1306.74 | 35.710667 | No | 67.929575 | 132.768547 | High_spent_Medium_value_payments | 564.669878 | Standard | 362 |
29 | Doctor | 102207.420 | 2 | 3 | 7 | 0 | 9 | 5 | 11.07 | 2.0 | Good | 911.23 | 41.719123 | No | 0.000000 | 647.187704 | Low_spent_Small_value_payments | 496.240796 | Good | 281 |
25 | Doctor | 35336.770 | 4 | 5 | 16 | 2 | 9 | 14 | 0.00 | 1.0 | Standard | 1172.87 | 31.786474 | No | 31.402438 | 195.285300 | Low_spent_Small_value_payments | 352.685346 | Standard | 387 |
34 | Entrepreneur | 44793.340 | 0 | 5 | 3 | 0 | 6 | 3 | 10.69 | 3.0 | Good | 585.77 | 24.012058 | No | 0.000000 | 110.037720 | High_spent_Medium_value_payments | 507.740114 | Good | 309 |
52 | Scientist | 51410.980 | 4 | 7 | 16 | 0 | 8 | 11 | 1.49 | 4.0 | Standard | 743.41 | 32.758742 | No | 0.000000 | 246.317370 | Low_spent_Large_value_payments | 424.907464 | Standard | 324 |
42 | Lawyer | 18280.185 | 5 | 7 | 17 | 1 | 19 | 16 | 8.53 | 7.0 | Standard | 556.78 | 32.856298 | Yes | 13.453568 | 54.561098 | High_spent_Medium_value_payments | 331.820208 | Standard | 201 |
46 | Journalist | 21252.830 | 4 | 5 | 9 | 2 | 27 | 6 | 6.32 | 2.0 | Good | 261.57 | 39.876599 | No | 32.270225 | 74.238047 | High_spent_Medium_value_payments | 321.298645 | Good | 316 |
33 | Mechanic | 63258.900 | 6 | 6 | 11 | 1 | 23 | 8 | 4.78 | 4.0 | Good | 137.98 | 35.290159 | No | 28.643889 | 149.670078 | High_spent_Small_value_payments | 587.843533 | Standard | 0 |
26 | Developer | 25290.870 | 3 | 5 | 17 | 3 | 8 | 12 | 17.10 | 4.0 | Standard | 340.65 | 31.262434 | Yes | 59.866934 | 60.571211 | High_spent_Medium_value_payments | 316.419105 | Standard | 255 |
22 | Writer | 16140.325 | 4 | 4 | 9 | 3 | 0 | 13 | 4.07 | 6.0 | Standard | 382.28 | 31.654158 | Yes | 38.458943 | 115.190804 | Low_spent_Small_value_payments | 267.252961 | Standard | 259 |
50 | Mechanic | 36549.680 | 0 | 5 | 12 | 0 | 15 | 9 | 4.58 | 4.0 | Good | 1051.86 | 36.099825 | No | 0.000000 | 88.072562 | High_spent_Medium_value_payments | 469.408104 | Standard | 269 |
14 | Musician | 70097.540 | 5 | 5 | 20 | 1 | 30 | 9 | 13.02 | 7.0 | Standard | 229.36 | 37.667745 | Yes | 53.383301 | 108.461784 | High_spent_Medium_value_payments | 673.201082 | Standard | 367 |
39 | Manager | 17532.550 | 4 | 9 | 31 | 3 | 10 | 10 | 12.25 | 12.0 | Standard | 1347.44 | 29.877630 | Yes | 22.870778 | 41.089084 | High_spent_Large_value_payments | 343.544721 | Poor | 101 |
43 | Journalist | 24127.220 | 8 | 5 | 7 | 0 | 21 | 0 | 7.50 | 0.0 | Standard | 1158.96 | 36.650706 | No | 0.000000 | 184.437221 | Low_spent_Small_value_payments | 282.122945 | Standard | 364 |
53 | Developer | 12741.580 | 5 | 7 | 9 | 3 | 24 | 19 | 5.40 | 2.0 | Good | 530.93 | 33.321330 | No | 28.731829 | 73.885761 | Low_spent_Small_value_payments | 310.862243 | Poor | 342 |
20 | Developer | 39448.670 | 1 | 5 | 9 | 1 | 2 | 3 | 10.82 | 4.0 | Good | 544.19 | 29.203017 | No | 22.764457 | 128.901960 | High_spent_Medium_value_payments | 438.372499 | Standard | 0 |
51 | Engineer | 13738.735 | 6 | 5 | 11 | 4 | 23 | 12 | 2.92 | 2.0 | Standard | 365.03 | 32.017881 | No | 44.646661 | 86.188448 | Low_spent_Medium_value_payments | 282.054350 | Standard | 281 |
46 | Writer | 31933.890 | 4 | 3 | 11 | 1 | 13 | 10 | 7.18 | 1.0 | Good | 198.25 | 30.238912 | No | 16.522688 | 202.851139 | Low_spent_Medium_value_payments | 329.141923 | Standard | 223 |
42 | Musician | 68088.150 | 7 | 7 | 10 | 1 | 7 | 18 | 4.25 | 0.0 | Standard | 1429.03 | 30.275986 | No | 42.393769 | 112.827194 | High_spent_Large_value_payments | 668.980287 | Standard | 255 |
20 | Doctor | 78059.360 | 6 | 5 | 19 | 1 | 26 | 10 | 11.41 | 9.0 | Standard | 1220.42 | 31.682674 | Yes | 55.762229 | 0.000000 | High_spent_Small_value_payments | 641.445022 | Standard | 194 |
25 | Writer | 57327.300 | 4 | 3 | 17 | 0 | 28 | 11 | 11.36 | 1.0 | Standard | 1319.42 | 25.680303 | No | 0.000000 | 82.918007 | High_spent_Medium_value_payments | 627.609493 | Standard | 191 |
48 | Accountant | 42940.260 | 3 | 7 | 2 | 1 | 12 | 0 | 6.84 | 3.0 | Good | 90.74 | 38.197793 | No | 34.679267 | 292.293540 | Low_spent_Small_value_payments | 345.862693 | Good | 221 |
28 | Manager | 32825.810 | 2 | 7 | 3 | 4 | 13 | 5 | 1.94 | 2.0 | Good | 1035.24 | 35.222085 | No | 64.305575 | 35.677929 | High_spent_Medium_value_payments | 414.964913 | Standard | 332 |
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