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| ID | Описание | Дата |
|---|---|---|
| 22ce91c4-19f4-4539-8546-94fa4ca2f26b | streamline revolutionary applications | 1973-02-24 |
| ea259e02-bdb2-4a9b-85b4-20bc970f3455 | innovate web-enabled supply-chains | 1984-04-22 |
| e2f813ed-4842-43b5-b20a-bd2026c1235c | cultivate best-of-breed methodologies | 1980-08-27 |
| 4ee9056e-b4e6-43ff-88f0-37744ead080e | redefine 24/7 paradigms | 1982-09-23 |
| 350d619c-62f0-4bdf-9a7e-9d2dfdbd1340 | transform wireless e-tailers | 1984-02-08 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 39 | Architect | 31732.610 | 4 | 4 | 1 | 4 | 30 | 12 | 3.37 | 4.0 | Good | 1404.06 | 24.718513 | NM | 100.915408 | 263.939772 | Low_spent_Medium_value_payments | 205.083237 | Poor | 366 |
| 50 | Musician | 18268.610 | 3 | 4 | 6 | 4 | 24 | 14 | 9.05 | 3.0 | Standard | 393.05 | 25.352260 | NM | 42.078776 | 83.868111 | High_spent_Small_value_payments | 265.791529 | Good | 308 |
| 27 | Mechanic | 55229.640 | 5 | 4 | 5 | 4 | 25 | 13 | 7.42 | 4.0 | Standard | 590.30 | 30.847734 | No | 124.495827 | 453.512676 | Low_spent_Medium_value_payments | 185.338497 | Standard | 350 |
| 16 | Engineer | 83075.640 | 6 | 4 | 16 | 1 | 25 | 12 | 18.49 | 5.0 | Standard | 1466.97 | 30.769814 | Yes | 56.763754 | 183.718766 | Low_spent_Large_value_payments | 731.114480 | Standard | 288 |
| 39 | Developer | 36791.900 | 6 | 7 | 20 | 3 | 26 | 19 | 1.60 | 3.0 | Standard | 145.60 | 31.473699 | No | 57.301509 | 263.971793 | Low_spent_Medium_value_payments | 236.025864 | Standard | 282 |
| 44 | Writer | 31748.410 | 7 | 6 | 14 | 0 | 13 | 0 | 15.28 | 1.0 | Standard | 1134.85 | 25.561181 | Yes | 0.000000 | 65.864795 | High_spent_Small_value_payments | 453.005289 | Standard | 379 |
| 34 | Architect | 13840.485 | 6 | 7 | 17 | 4 | 8 | 12 | 5.56 | 6.0 | Standard | 687.00 | 39.252415 | Yes | 35.088886 | 139.352984 | Low_spent_Small_value_payments | 220.795506 | Standard | 231 |
| 55 | Musician | 31049.930 | 8 | 4 | 12 | 3 | 22 | 0 | 7.01 | 4.0 | Standard | 1217.19 | 22.483888 | NM | 45.802796 | 110.490483 | Low_spent_Medium_value_payments | 353.356137 | Standard | 291 |
| 25 | Manager | 73134.060 | 5 | 4 | 12 | 4 | 23 | 10 | 4.63 | 4.0 | Standard | 382.91 | 28.398945 | NM | 156.920956 | 124.593118 | High_spent_Large_value_payments | 549.836426 | Standard | 402 |
| 18 | Scientist | 86492.880 | 7 | 5 | 17 | 3 | 8 | 0 | 5.16 | 1.0 | Standard | 269.63 | 40.065659 | No | 172.346551 | 224.833527 | High_spent_Medium_value_payments | 560.393923 | Standard | 368 |
| 23 | Musician | 64996.980 | 3 | 5 | 12 | 2 | 26 | 12 | 21.69 | 3.0 | Standard | 340.81 | 28.471525 | Yes | 97.540603 | 483.260067 | Low_spent_Large_value_payments | 210.740831 | Standard | 386 |
| 19 | Scientist | 79878.520 | 3 | 1 | 7 | 2 | 0 | 8 | 1.42 | 4.0 | Good | 189.33 | 34.213501 | No | 81.169991 | 154.844333 | High_spent_Large_value_payments | 657.540009 | Standard | 296 |
| 31 | Entrepreneur | 30661.160 | 4 | 5 | 15 | 3 | 12 | 17 | 12.61 | 5.0 | Standard | 1346.55 | 33.299317 | Yes | 52.387668 | 59.224600 | High_spent_Large_value_payments | 362.197398 | Good | 262 |
| 45 | Media_Manager | 20813.980 | 3 | 7 | 12 | 7 | 13 | 10 | 12.66 | 5.0 | Standard | 720.08 | 29.390967 | Yes | 83.331237 | 77.472666 | Low_spent_Small_value_payments | 277.645931 | Standard | 212 |
| 44 | Engineer | 66940.620 | 3 | 4 | 14 | 4 | 11 | 10 | 19.90 | 4.0 | Standard | 352.97 | 31.056189 | Yes | 164.211367 | 191.237415 | High_spent_Medium_value_payments | 466.289718 | Standard | 373 |
| 32 | Manager | 94609.020 | 7 | 7 | 7 | 1 | 17 | 9 | 15.07 | 6.0 | Standard | 707.52 | 36.976107 | Yes | 52.857996 | 134.038536 | High_spent_Large_value_payments | 839.211968 | Standard | 350 |
| 45 | Entrepreneur | 77460.200 | 4 | 7 | 25 | 2 | 23 | 10 | 15.67 | 9.0 | Standard | 1329.63 | 30.814080 | Yes | 108.818048 | 157.335388 | High_spent_Large_value_payments | 623.248231 | Standard | 140 |
| 46 | Architect | 61976.440 | 1 | 5 | 8 | 4 | 1 | 0 | 11.01 | 3.0 | Good | 78.47 | 34.335710 | No | 190.556751 | 149.384918 | High_spent_Medium_value_payments | 412.828665 | Good | 209 |
| 24 | Doctor | 17366.080 | 6 | 6 | 14 | 1 | 28 | 12 | 15.53 | 4.0 | Standard | 133.38 | 25.575738 | Yes | 12.974549 | 68.411232 | Low_spent_Medium_value_payments | 335.131552 | Standard | 225 |
| 19 | Developer | 28623.510 | 8 | 6 | 9 | 3 | 25 | 21 | 16.13 | 4.0 | Standard | 176.43 | 23.350590 | Yes | 52.944222 | 198.275954 | Low_spent_Large_value_payments | 246.909074 | Standard | 79 |
| 18 | Media_Manager | 136399.960 | 6 | 6 | 19 | 1 | 20 | 10 | 12.31 | 7.0 | Standard | 347.51 | 37.417057 | Yes | 61.006734 | 1020.772980 | Low_spent_Medium_value_payments | 349.286619 | Good | 86 |
| 25 | Accountant | 36661.930 | 6 | 3 | 10 | 4 | 15 | 22 | 1.16 | 0.0 | Standard | 314.26 | 31.621880 | No | 73.221279 | 104.974389 | High_spent_Medium_value_payments | 363.320415 | Standard | 351 |
| 55 | Lawyer | 134328.900 | 2 | 4 | 8 | 0 | 8 | 7 | 3.76 | 3.0 | Good | 579.41 | 34.024546 | NM | 0.000000 | 199.904973 | High_spent_Large_value_payments | 1173.102527 | Standard | 221 |
| 38 | Doctor | 66554.310 | 4 | 6 | 15 | 3 | 14 | 20 | 2.12 | 5.0 | Standard | 485.70 | 34.621313 | No | 101.923115 | 452.986296 | Low_spent_Large_value_payments | 289.509839 | Standard | 225 |
| 23 | Scientist | 86470.840 | 3 | 4 | 20 | 0 | 20 | 17 | 10.13 | 4.0 | Standard | 211.56 | 30.869009 | NM | 0.000000 | 166.001277 | High_spent_Medium_value_payments | 790.089056 | Standard | 349 |
| 34 | Architect | 21709.070 | 3 | 4 | 8 | 0 | 8 | 0 | 11.52 | 7.0 | Good | 1047.30 | 34.359573 | No | 0.000000 | 59.941855 | High_spent_Medium_value_payments | 397.867062 | Good | 292 |
| 37 | Manager | 14996.235 | 3 | 6 | 16 | 5 | 22 | 21 | 19.83 | 5.0 | Standard | 1100.64 | 25.537170 | Yes | 61.647402 | 69.786354 | Low_spent_Medium_value_payments | 292.534869 | Standard | 163 |
| 25 | Musician | 62848.830 | 7 | 6 | 10 | 0 | 9 | 14 | 17.70 | 8.0 | Standard | 1242.93 | 41.016178 | NM | 0.000000 | 47.892974 | High_spent_Large_value_payments | 692.747276 | Standard | 0 |
| 19 | Manager | 35650.020 | 7 | 4 | 20 | 2 | 23 | 19 | 13.28 | 4.0 | Standard | 770.37 | 23.482525 | Yes | 37.827914 | 127.833268 | Low_spent_Medium_value_payments | 384.022318 | Standard | 240 |
| 32 | Engineer | 33652.170 | 2 | 5 | 8 | 1 | 10 | 0 | 4.07 | 1.0 | Good | 306.53 | 28.494639 | No | 18.995377 | 133.028012 | Low_spent_Medium_value_payments | 388.211361 | Good | 188 |
| 44 | Entrepreneur | 20227.380 | 7 | 8 | 28 | 6 | 51 | 19 | 2.79 | 6.0 | Bad | 1257.11 | 30.897109 | Yes | 72.864213 | 170.844780 | Low_spent_Small_value_payments | 197.952507 | Poor | 167 |
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