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ID | Описание | Дата |
---|---|---|
29939cf6-f877-4a63-a4b8-5210ea9ce0c0 | enhance turn-key ROI | 1991-09-08 |
5b34db4d-0dc8-47f7-9873-744e66168c17 | harness holistic web-readiness | 1979-09-05 |
3dd31bde-ac4b-4c8a-b176-3312f8e1c98d | embrace collaborative vortals | 1987-10-06 |
10af5ba0-b1a4-4101-8cd2-df3c03abdfc6 | morph bricks-and-clicks convergence | 2005-04-06 |
93fe70e5-9f20-4724-8e2c-b6dd6a80c5d0 | unleash world-class niches | 2023-01-24 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33 | Doctor | 35376.320 | 8 | 3 | 19 | 3 | 12 | 17 | 21.14 | 7.0 | Standard | 1166.47 | 39.992225 | Yes | 58.216670 | 61.490909 | High_spent_Medium_value_payments | 401.995087 | Standard | 219 |
40 | Manager | 78477.180 | 4 | 5 | 16 | 2 | 2 | 17 | 7.35 | 1.0 | Standard | 1197.91 | 38.105115 | Yes | 123.317587 | 233.017741 | High_spent_Medium_value_payments | 534.941172 | Standard | 296 |
34 | Lawyer | 31741.570 | 4 | 4 | 15 | 1 | 23 | 8 | 7.78 | 7.0 | Standard | 1231.17 | 27.163649 | Yes | 16.904101 | 71.054239 | High_spent_Small_value_payments | 457.854743 | Standard | 382 |
34 | Manager | 33177.950 | 5 | 4 | 17 | 4 | 25 | 20 | 8.12 | 5.0 | Standard | 261.12 | 41.374440 | No | 61.099413 | 116.197338 | Low_spent_Small_value_payments | 401.886166 | Standard | 318 |
47 | Mechanic | 29085.380 | 3 | 5 | 16 | 4 | 30 | 15 | 15.71 | 2.0 | Standard | 328.70 | 35.420705 | Yes | 88.018628 | 255.649048 | Low_spent_Small_value_payments | 166.410490 | Standard | 297 |
23 | Writer | 19234.690 | 5 | 5 | 6 | 2 | 20 | 15 | 3.83 | 4.0 | Standard | 844.75 | 35.067511 | Yes | 20.511115 | 124.012418 | Low_spent_Small_value_payments | 294.765550 | Standard | 281 |
18 | Engineer | 94913.160 | 7 | 5 | 10 | 3 | 19 | 12 | 1.51 | 3.0 | Standard | 740.42 | 34.232922 | No | 131.998346 | 122.727467 | High_spent_Large_value_payments | 798.117187 | Standard | 0 |
39 | Writer | 34763.330 | 7 | 5 | 8 | 2 | 15 | 17 | 7.50 | 4.0 | Standard | 856.97 | 33.731639 | Yes | 44.582358 | 89.524110 | High_spent_Small_value_payments | 416.687949 | Standard | 217 |
46 | Mechanic | 19731.160 | 7 | 4 | 12 | 4 | 8 | 14 | 16.01 | 3.0 | Standard | 382.35 | 38.128813 | Yes | 34.156734 | 111.965690 | High_spent_Small_value_payments | 302.603909 | Standard | 229 |
53 | Architect | 40457.960 | 0 | 6 | 6 | 0 | 29 | 7 | 5.86 | 0.0 | Good | 340.15 | 34.069585 | No | 0.000000 | 85.350605 | High_spent_Medium_value_payments | 484.399061 | Poor | 0 |
39 | Mechanic | 44826.540 | 2 | 3 | 10 | 0 | 25 | 9 | 2.52 | 6.0 | Good | 952.04 | 33.648300 | No | 0.000000 | 231.298394 | Low_spent_Small_value_payments | 454.056106 | Poor | 347 |
43 | Scientist | 104118.690 | 5 | 7 | 5 | 3 | 18 | 16 | 14.65 | 7.0 | Standard | 555.27 | 31.103449 | Yes | 163.644597 | 166.638888 | High_spent_Large_value_payments | 795.072265 | Standard | 261 |
30 | Developer | 165333.720 | 1 | 3 | 8 | 2 | 8 | 1 | 10.46 | 3.0 | Good | 868.51 | 31.454919 | NM | 189.466210 | 404.818938 | Low_spent_Medium_value_payments | 1072.495853 | Good | 291 |
49 | Writer | 38750.410 | 1 | 5 | 7 | 4 | 5 | 3 | 1.39 | 0.0 | Good | 2.43 | 23.478607 | No | 121.726641 | 59.423052 | High_spent_Large_value_payments | 357.570391 | Good | 393 |
22 | Mechanic | 20336.520 | 4 | 5 | 19 | 5 | 25 | 16 | 13.05 | 5.0 | Standard | 1398.96 | 31.971789 | Yes | 59.660696 | 141.316681 | Low_spent_Small_value_payments | 247.793623 | Poor | 184 |
22 | Architect | 33911.020 | 3 | 5 | 14 | 1 | 14 | 9 | 7.71 | 6.0 | Standard | 459.16 | 24.495361 | No | 23.701338 | 92.320548 | High_spent_Medium_value_payments | 433.969947 | Standard | 239 |
44 | Writer | 17794.505 | 5 | 4 | 8 | 0 | 10 | 7 | 4.06 | 2.0 | Good | 84.02 | 38.759585 | No | 0.000000 | 79.955575 | Low_spent_Small_value_payments | 344.131966 | Standard | 371 |
49 | Scientist | 101855.880 | 3 | 3 | 8 | 0 | 12 | 3 | 8.23 | 1.0 | Good | 1371.87 | 29.131262 | No | 0.000000 | 277.977757 | Low_spent_Large_value_payments | 836.721243 | Standard | 230 |
25 | Accountant | 94031.700 | 8 | 4 | 13 | 2 | 17 | 19 | 8.17 | 4.0 | Standard | 147.52 | 30.159665 | No | 120.455060 | 113.916428 | High_spent_Medium_value_payments | 827.226012 | Standard | 291 |
21 | Developer | 35149.100 | 4 | 6 | 5 | 4 | 13 | 8 | 6.17 | 4.0 | Good | 527.39 | 33.732142 | No | 97.640159 | 114.036043 | High_spent_Medium_value_payments | 331.832965 | Standard | 244 |
30 | Developer | 33498.800 | 1 | 3 | 10 | 1 | 22 | 11 | 0.63 | 4.0 | Good | 787.72 | 29.719064 | NM | 27.364965 | 197.308446 | Low_spent_Small_value_payments | 322.083255 | Poor | 362 |
25 | Engineer | 33574.440 | 7 | 7 | 16 | 4 | 9 | 17 | 10.05 | 0.0 | Standard | 79.95 | 36.818560 | No | 109.681172 | 94.817537 | High_spent_Medium_value_payments | 331.988292 | Standard | 292 |
33 | Accountant | 20607.780 | 3 | 6 | 15 | 7 | 28 | 19 | 6.18 | 12.0 | Standard | 1441.67 | 34.483357 | Yes | 98.820959 | 151.643048 | Low_spent_Small_value_payments | 184.867493 | Poor | 0 |
38 | Accountant | 40925.460 | 5 | 5 | 31 | 2 | 30 | 12 | 14.12 | 12.0 | Standard | 1490.42 | 33.902465 | NM | 63.995119 | 190.921893 | Low_spent_Small_value_payments | 350.328488 | Poor | 192 |
51 | Teacher | 30961.620 | 5 | 7 | 11 | 0 | 10 | 6 | 6.52 | 1.0 | Good | 1304.15 | 27.977787 | No | 0.000000 | 254.709263 | Low_spent_Small_value_payments | 263.604237 | Poor | 0 |
39 | Entrepreneur | 36115.920 | 0 | 7 | 9 | 3 | 11 | 1 | 6.02 | 0.0 | Good | 886.95 | 29.227056 | No | 78.052255 | 89.419038 | High_spent_Medium_value_payments | 354.194707 | Standard | 0 |
22 | Doctor | 14758547.000 | 7 | 4 | 8 | 3 | 21 | 19 | 7.13 | 6.0 | Standard | 174.06 | 34.212153 | Yes | 53.558306 | 149.703596 | Low_spent_Small_value_payments | 277.384265 | Standard | 115 |
42 | Architect | 112308.390 | 2 | 5 | 9 | 2 | 3 | 6 | 3.04 | 1.0 | Good | 666.31 | 41.427825 | No | 128.694791 | 276.348841 | High_spent_Medium_value_payments | 809.159618 | Standard | 196 |
19 | Manager | 116897.680 | 0 | 4 | 12 | 1 | 27 | 11 | 5.35 | 3.0 | Good | 742.09 | 29.754623 | No | 75.399386 | 739.638762 | Low_spent_Large_value_payments | 444.309186 | Poor | 192 |
55 | Engineer | 11249.150 | 3 | 3 | 12 | 1 | 15 | 11 | 10.02 | 4.0 | Good | 612.08 | 35.863246 | No | 8.092135 | 53.805962 | Low_spent_Medium_value_payments | 316.544820 | Good | 310 |
22 | Musician | 25656.050 | 4 | 4 | 10 | 0 | 17 | 10 | 8.30 | 0.0 | Standard | 1084.02 | 38.414064 | Yes | 0.000000 | 173.838256 | Low_spent_Large_value_payments | 336.862161 | Standard | 226 |
27 | Accountant | 33418.550 | 6 | 3 | 5 | 2 | 11 | 17 | 18.98 | 4.0 | Standard | 415.34 | 35.856700 | Yes | 37.632330 | 105.226971 | High_spent_Medium_value_payments | 381.128616 | Standard | 126 |
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