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ID | Описание | Дата |
---|---|---|
8dd3f824-ec7e-4658-b72d-c444bed043f6 | utilize one-to-one content | 1996-09-20 |
d4f7591d-557c-480d-b8e0-ffebd1113a1d | integrate holistic supply-chains | 1981-07-18 |
026f5ab1-f18d-4c79-9086-5845f890e946 | deploy value-added solutions | 2011-12-26 |
dab9ea62-5036-42b0-8b46-58a803e57e04 | scale sticky e-tailers | 2004-03-19 |
6c9d22c4-e617-4e5e-812e-1127b80d1e00 | redefine granular models | 2005-04-02 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Mechanic | 83845.700 | 5 | 7 | 4 | 2 | 3 | 8 | 3.59 | 0.0 | Good | 49.60 | 33.477825 | No | 107.381130 | 282.463433 | Low_spent_Medium_value_payments | 585.969604 | Good | 300 |
53 | Lawyer | 32029.980 | 2 | 5 | 4 | 3 | 8 | 5 | 9.11 | 0.0 | Good | 451.72 | 30.596477 | No | 66.400432 | 40.020240 | High_spent_Large_value_payments | 392.395828 | Good | 366 |
27 | Scientist | 43452.150 | 3 | 6 | 7 | 5 | 30 | 6 | 10.40 | 6.0 | Standard | 859.42 | 35.302972 | Yes | 155.260137 | 33.966597 | High_spent_Large_value_payments | 437.174516 | Standard | 120 |
36 | Entrepreneur | 73376.940 | 5 | 5 | 10 | 3 | 5 | 0 | 14.51 | 6.0 | Good | 493.15 | 23.680504 | No | 178.470965 | 509.022003 | Low_spent_Large_value_payments | 178.681532 | Poor | 271 |
35 | Mechanic | 15377.550 | 3 | 4 | 5 | 3 | 2 | 10 | 0.51 | 8.0 | Good | 678.99 | 33.579864 | No | 28.989798 | 38.844274 | Low_spent_Medium_value_payments | 333.012178 | Good | 336 |
41 | Lawyer | 128588.560 | 4 | 6 | 6 | 1 | 11 | 9 | 11.36 | 2.0 | Standard | 386.67 | 40.786527 | Yes | 80.374790 | 98.281865 | High_spent_Large_value_payments | 1132.114678 | Poor | 329 |
30 | Doctor | 15293.550 | 7 | 3 | 18 | 3 | 24 | 13 | 0.00 | 4.0 | Standard | 939.47 | 39.478332 | Yes | 23.754683 | 135.911377 | Low_spent_Small_value_payments | 255.480191 | Standard | 227 |
48 | Scientist | 32357.410 | 5 | 3 | 9 | 0 | 18 | 19 | 8.89 | 3.0 | Good | 681.22 | 26.160650 | No | 0.000000 | 95.264473 | High_spent_Medium_value_payments | 400.380610 | Good | 314 |
38 | Manager | 99845.400 | 1 | 1 | 11 | 2 | 10 | 0 | 0.84 | 1.0 | Good | 778.10 | 35.925081 | NM | 136.474227 | 192.099722 | High_spent_Large_value_payments | 771.471051 | Good | 249 |
23 | Media_Manager | 67059.180 | 8 | 6 | 18 | 4 | 19 | 17 | 11.57 | 8.0 | Standard | 255.76 | 33.796334 | Yes | 167.123999 | 331.202537 | Low_spent_Small_value_payments | 331.499963 | Standard | 69 |
39 | Mechanic | 21949.160 | 4 | 6 | 4 | 0 | 6 | 0 | 0.00 | 3.0 | Good | 1420.73 | 23.798986 | No | 0.000000 | 45.343154 | High_spent_Large_value_payments | 387.366513 | Poor | 393 |
42 | Lawyer | 53226.520 | 7 | 4 | 17 | 2 | 15 | 17 | 16.84 | 4.0 | Standard | 816.31 | 28.009157 | Yes | 60.927303 | 547.924192 | Low_spent_Small_value_payments | 124.402838 | Standard | 214 |
38 | Architect | 42956.580 | 5 | 3 | 2 | 0 | 14 | 8 | 1.16 | 0.0 | Good | 541.70 | 23.283533 | NM | 0.000000 | 0.000000 | High_spent_Large_value_payments | 529.464693 | Standard | 262 |
26 | Mechanic | 36628.570 | 5 | 4 | 15 | 1 | 12 | 19 | 14.46 | 1.0 | Standard | 982.98 | 36.680639 | Yes | 24.552127 | 301.437117 | Low_spent_Small_value_payments | 247.648839 | Standard | 250 |
27 | Lawyer | 34819.830 | 7 | 3 | 10 | 1 | 17 | 12 | 7.69 | 4.0 | Standard | 905.89 | 39.254414 | Yes | 22.795396 | 58.818110 | High_spent_Large_value_payments | 427.351744 | Standard | 225 |
52 | Teacher | 39057.080 | 0 | 5 | 10 | 4 | 7 | 2 | 2.99 | 4.0 | Good | 359.21 | 27.956776 | NM | 108.119675 | 0.000000 | Low_spent_Large_value_payments | 356.553821 | Good | 404 |
33 | Engineer | 13627.925 | 5 | 7 | 11 | 7 | 29 | 19 | 10.28 | 9.0 | Standard | 639.32 | 38.136625 | Yes | 135.383429 | 84.836367 | Low_spent_Small_value_payments | 290.123319 | Standard | 93 |
24 | Journalist | 46586.800 | 6 | 7 | 20 | 0 | 27 | 10 | 17.98 | 8.0 | Standard | 852.20 | 34.659631 | Yes | 0.000000 | 199.386526 | Low_spent_Small_value_payments | 493.236807 | Standard | 104 |
44 | Engineer | 15451.115 | 4 | 6 | 10 | 4 | 12 | 7 | 18.30 | 2.0 | Standard | 56.86 | 35.486981 | Yes | 32.676880 | 128.548890 | Low_spent_Medium_value_payments | 268.333522 | Standard | 363 |
40 | Accountant | 99363.880 | 6 | 3 | 15 | 1 | 7 | 6 | 18.67 | 9.0 | Standard | 1099.31 | 32.439485 | NM | 57.373608 | 589.277973 | Low_spent_Medium_value_payments | 455.580752 | Standard | 373 |
34 | Scientist | 12875.730 | 6 | 5 | 15 | 4 | 5 | 19 | 0.57 | 1.0 | Standard | 52.94 | 39.166703 | No | 39.658188 | 55.140430 | Low_spent_Small_value_payments | 277.099132 | Standard | 345 |
49 | Lawyer | 69712.460 | 2 | 3 | 12 | 1 | 13 | 13 | 0.00 | 1.0 | Good | 76.71 | 37.123058 | No | 46.745896 | 73.157268 | High_spent_Large_value_payments | 727.634003 | Good | 221 |
49 | Musician | 28630.010 | 1 | 4 | 3 | 1 | 9 | 3 | 7.81 | 3.0 | Good | 1455.62 | 37.153395 | No | 16.395479 | 77.024962 | High_spent_Small_value_payments | 430.362976 | Standard | 337 |
48 | Scientist | 35217.020 | 3 | 7 | 13 | 4 | 17 | 6 | 11.58 | 4.0 | Standard | 1290.83 | 25.569636 | Yes | 94.185747 | 78.753374 | Low_spent_Large_value_payments | 385.336046 | Standard | 236 |
53 | Media_Manager | 32504.220 | 4 | 7 | 3 | 1 | 14 | 9 | 7.10 | 5.0 | Good | 315.39 | 30.261563 | No | 19.042218 | 80.846218 | High_spent_Small_value_payments | 424.480063 | Poor | 317 |
43 | Scientist | 37760.220 | 3 | 4 | 3 | 3 | 1 | 10 | 11.60 | 3.0 | Good | 821.10 | 32.605787 | No | 88.485663 | 135.940618 | Low_spent_Large_value_payments | 384.942219 | Standard | 201 |
42 | Engineer | 63901.050 | 4 | 6 | 19 | 0 | 21 | 20 | 14.49 | 5.0 | Standard | 1253.04 | 25.053395 | NM | 0.000000 | 0.000000 | High_spent_Medium_value_payments | 672.139426 | Standard | 315 |
22 | Developer | 100666.590 | 3 | 5 | 15 | 4 | 8 | 14 | 14.61 | 4.0 | Standard | 1233.25 | 40.480776 | Yes | 197.792028 | 359.010675 | High_spent_Small_value_payments | 523.585547 | Standard | 230 |
41 | Entrepreneur | 80756.360 | 5 | 3 | 7 | 3 | 0 | 4 | 6.38 | 3.0 | Good | 1356.82 | 36.890917 | NM | 189.171173 | 299.124793 | Low_spent_Medium_value_payments | 485.473700 | Good | 352 |
54 | Writer | 102927.080 | 7 | 3 | 5 | 2 | 4 | 0 | 0.73 | 5.0 | Standard | 1388.93 | 41.654576 | Yes | 111.992460 | 322.374975 | High_spent_Medium_value_payments | 689.258232 | Standard | 255 |
28 | Doctor | 6117917.000 | 5 | 3 | 14 | 2 | 7 | 15 | 12.92 | 4.0 | Standard | 1229.65 | 36.482960 | Yes | 79.221230 | 55.527515 | High_spent_Large_value_payments | 565.182589 | Standard | 290 |
31 | Mechanic | 64511.340 | 7 | 3 | 15 | 0 | 5 | 8 | 18.57 | 2.0 | Standard | 330.60 | 38.767334 | Yes | 0.000000 | 479.989937 | Low_spent_Medium_value_payments | 344.104563 | Standard | 278 |
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