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ID | Описание | Дата |
---|---|---|
72db0176-1999-492b-a33a-95757c74fb74 | syndicate collaborative e-commerce | 1988-09-22 |
7b911a98-df8f-4775-b2e9-585b328d29f0 | extend front-end relationships | 1975-12-17 |
9b3e9cc5-572b-4946-9834-886119c0d6fa | enhance efficient eyeballs | 2018-06-01 |
4aaee938-3b6e-46f0-9bff-a6beaf476fe0 | implement revolutionary markets | 2010-12-12 |
859d5bf9-6feb-44f4-8492-c68cca58dc22 | utilize visionary channels | 2005-01-23 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Manager | 96275.840 | 6 | 6 | 19 | 1 | 7 | 18 | 6.94 | 5.0 | Standard | 999.36 | 38.819165 | NM | 64.961337 | 287.435058 | High_spent_Small_value_payments | 717.802272 | Standard | 318 |
26 | Journalist | 145934.160 | 0 | 5 | 3 | 1 | 20 | 5 | 9.42 | 3.0 | Good | 1334.34 | 35.561704 | NM | 113.516030 | 505.126279 | High_spent_Medium_value_payments | 875.975691 | Standard | 203 |
54 | Manager | 123306.120 | 5 | 3 | 9 | 1 | 4 | 0 | 6.24 | 0.0 | Good | 827.59 | 31.143335 | No | 77.004078 | 775.459367 | Low_spent_Small_value_payments | 469.687555 | Standard | 299 |
29 | Musician | 21414.430 | 5 | 2 | 5 | 3 | 14 | 6 | 10.58 | 4.0 | Good | 39.47 | 23.621525 | No | 30.214229 | 55.025339 | Low_spent_Large_value_payments | 381.114015 | Standard | 314 |
52 | Media_Manager | 29060.320 | 8 | 5 | 9 | 4 | 6 | 15 | 8.20 | 3.0 | Standard | 865.12 | 33.476882 | No | 64.492263 | 194.442534 | Low_spent_Large_value_payments | 234.634536 | Standard | 237 |
34 | Musician | 35971.510 | 2 | 5 | 9 | 2 | 4 | 9 | 5.42 | 4.0 | Good | 1435.21 | 35.035330 | No | 42.553761 | 76.571580 | High_spent_Large_value_payments | 418.237242 | Good | 369 |
34 | Mechanic | 70360.580 | 3 | 6 | 12 | 1 | 10 | 8 | 1.15 | 2.0 | Good | 946.96 | 29.328313 | No | 50.413668 | 203.129570 | High_spent_Small_value_payments | 611.594928 | Standard | 215 |
55 | Developer | 23256.590 | 6 | 7 | 7 | 4 | 15 | 17 | 3.41 | 4.0 | Standard | 1216.75 | 36.911426 | Yes | 56.058768 | 238.900461 | Low_spent_Small_value_payments | 184.245688 | Standard | 195 |
39 | Developer | 29785.280 | 8 | 4 | 7 | 6 | 18 | 13 | 4.94 | 7.0 | Standard | 66.95 | 23.437022 | Yes | 116.361112 | 149.384690 | High_spent_Small_value_payments | 234.064865 | Standard | 90 |
29 | Mechanic | 101173.800 | 4 | 3 | 13 | 2 | 5 | 5 | 8.09 | 4.0 | Standard | 85.31 | 32.438476 | No | 142.706253 | 562.664981 | Low_spent_Large_value_payments | 378.843766 | Standard | 244 |
16 | Entrepreneur | 18249.160 | 4 | 7 | 6 | 2 | 10 | 11 | 10.09 | 9.0 | Standard | 496.55 | 27.947139 | Yes | 21.584005 | 63.757031 | High_spent_Medium_value_payments | 332.435297 | Standard | 120 |
54 | Lawyer | 62773.200 | 3 | 4 | 19 | 2 | 5 | 8 | 11.22 | 7.0 | Standard | 746.09 | 35.371269 | Yes | 92.254125 | 200.726145 | High_spent_Medium_value_payments | 494.029730 | Standard | 338 |
47 | Writer | 13982.725 | 7 | 6 | 12 | 4 | 12 | 14 | 3.45 | 4.0 | Standard | 1458.61 | 30.845211 | Yes | 37.983363 | 41.949651 | High_spent_Small_value_payments | 273.189695 | Standard | 358 |
18 | Media_Manager | 15400.910 | 6 | 5 | 13 | 4 | 5 | 0 | 16.22 | 6.0 | Standard | 854.43 | 29.365885 | Yes | 37.176455 | 100.442886 | Low_spent_Small_value_payments | 273.021576 | Standard | 216 |
54 | Doctor | 43609.130 | 2 | 3 | 11 | 1 | 12 | 4 | 2.50 | 5.0 | Good | 1312.58 | 30.176899 | No | 24.967603 | 136.233039 | High_spent_Small_value_payments | 440.808775 | Poor | 0 |
38 | Teacher | 87629.700 | 5 | 6 | 17 | 4 | 23 | 16 | 8.72 | 1.0 | Standard | 526.26 | 25.278764 | Yes | 178.482814 | 152.190645 | High_spent_Large_value_payments | 642.774041 | Standard | 283 |
29 | Scientist | 17082.685 | 5 | 7 | 6 | 6 | 27 | 18 | 7.42 | 4.0 | Standard | 560.63 | 32.007768 | Yes | 80.692040 | 120.022132 | Low_spent_Large_value_payments | 238.841536 | Standard | 89 |
34 | Writer | 34435.820 | 6 | 4 | 14 | 1 | 16 | 13 | 17.81 | 7.0 | Standard | 360.11 | 39.349638 | Yes | 27.827486 | 92.056608 | High_spent_Medium_value_payments | 404.181073 | Standard | 125 |
33 | Accountant | 16465.640 | 5 | 6 | 5 | 2 | 15 | 15 | 8.56 | 0.0 | Standard | 885.35 | 35.307802 | Yes | 26.104079 | 142.735436 | Low_spent_Medium_value_payments | 278.374152 | Poor | 189 |
43 | Engineer | 19148.930 | 4 | 7 | 10 | 3 | 11 | 9 | 2.14 | 8.0 | Standard | 1237.12 | 35.010462 | No | 24.957220 | 72.637209 | Low_spent_Medium_value_payments | 346.379988 | Standard | 284 |
20 | Scientist | 77104.470 | 3 | 7 | 6 | 4 | 6 | 19 | 4.29 | 4.0 | Standard | 109.76 | 30.630928 | Yes | 177.017617 | 110.203323 | High_spent_Large_value_payments | 609.916310 | Standard | 266 |
27 | Developer | 32701.560 | 2 | 3 | 8 | 2 | 13 | 4 | 11.91 | 6.0 | Good | 1070.74 | 29.388275 | NM | 45.402765 | 76.839903 | High_spent_Medium_value_payments | 420.770333 | Standard | 352 |
43 | Scientist | 54259.420 | 8 | 6 | 15 | 7 | 28 | 11 | 18.95 | 8.0 | Standard | 847.46 | 28.881827 | Yes | 181.311001 | 144.303889 | High_spent_Medium_value_payments | 386.446943 | Standard | 148 |
26 | Teacher | 29987.160 | 4 | 4 | 3 | 3 | 1 | 3 | 2.36 | 1.0 | Good | 30.53 | 24.689201 | No | 60.300536 | 160.033185 | High_spent_Small_value_payments | 295.459280 | Standard | 385 |
53 | Architect | 32455.100 | 7 | 6 | 13 | 0 | 7 | 0 | 12.33 | 1.0 | Standard | 817.97 | 40.674262 | NM | 0.000000 | 26.212927 | High_spent_Large_value_payments | 511.146239 | Standard | 339 |
25 | Musician | 29228.180 | 7 | 5 | 9 | 0 | 14 | 14 | 12.92 | 2.0 | Standard | 1478.07 | 34.554179 | Yes | 0.000000 | 268.903044 | Low_spent_Small_value_payments | 290.665123 | Standard | 311 |
44 | Doctor | 35802.820 | 2 | 4 | 10 | 3 | 7 | 8 | 4.11 | 4.0 | Good | 665.78 | 34.568368 | No | 82.486484 | 303.132577 | Low_spent_Small_value_payments | 217.437772 | Good | 186 |
21 | Architect | 40363.740 | 7 | 5 | 5 | 4 | 7 | 18 | 1.14 | 3.0 | Standard | 1141.15 | 33.018852 | No | 111.581916 | 234.073035 | Low_spent_Medium_value_payments | 249.109549 | Standard | 243 |
51 | Accountant | 97787.460 | 6 | 5 | 12 | 3 | 13 | 11 | 9.17 | 0.0 | Standard | 1122.78 | 41.801523 | No | 143.576460 | 314.036237 | High_spent_Small_value_payments | 646.282803 | Standard | 278 |
45 | Architect | 34980.210 | 5 | 7 | 18 | 4 | 30 | 8 | 7.97 | 3.0 | Standard | 937.32 | 31.516401 | NM | 66.796732 | 227.723306 | Low_spent_Small_value_payments | 257.081712 | Standard | 317 |
21 | Media_Manager | 34493.580 | 1 | 5 | 6 | 0 | 14 | 12 | 4.92 | 0.0 | Good | 953.17 | 39.717493 | No | 0.000000 | 117.813717 | Low_spent_Large_value_payments | 451.932783 | Standard | 388 |
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