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ID | Описание | Дата |
---|---|---|
6c3541bd-725b-4015-9bf6-dc890657bf46 | embrace viral networks | 2020-09-30 |
07595c55-ac1d-4158-9b85-a4c8092e5a83 | orchestrate virtual e-services | 1977-10-02 |
d476e5cf-8e29-4684-8d88-e159c892fb77 | evolve web-enabled channels | 1970-06-21 |
dae3f3dd-bdda-4ff5-86d7-1a87557d2cf4 | embrace scalable communities | 1975-03-01 |
e3b27eeb-4aa8-4a04-9c44-040dc121a3c6 | deploy frictionless applications | 1997-04-17 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40 | Journalist | 42241.190 | 0 | 5 | 11 | 0 | 0 | 11 | 3.24 | 9.0 | Good | 190.04 | 41.231203 | No | 0.000000 | 182.162489 | Low_spent_Large_value_payments | 410.947427 | Good | 0 |
27 | Manager | 97003.110 | 8 | 7 | 5 | 4 | 28 | 2503 | 8.11 | 6.0 | Standard | 802.47 | 25.662155 | Yes | 164.355851 | 546.111474 | Low_spent_Large_value_payments | 369.691925 | Standard | 224 |
53 | Accountant | 35554.040 | 2 | 7 | 9 | 4 | 20 | 0 | 7.92 | 6.0 | Good | 89.93 | 28.209091 | No | 76.630354 | 243.409204 | Low_spent_Medium_value_payments | 269.644109 | Poor | 376 |
35 | Teacher | 21454.720 | 3 | 4 | 5 | 3 | 27 | 10 | 10.36 | 3.0 | Standard | 990.57 | 30.836427 | Yes | 39.699360 | 68.301919 | Low_spent_Small_value_payments | 347.688054 | Standard | 364 |
19 | Teacher | 32186.310 | 4 | 1 | 2 | 1 | 15 | 10 | 3.75 | 2.0 | Good | 305.84 | 27.202003 | No | 19.711000 | 85.600291 | High_spent_Medium_value_payments | 440.407958 | Good | 326 |
33 | Developer | 115484.200 | 5 | 6 | 5 | 0 | 2 | 9 | 4.64 | 0.0 | Good | 715.73 | 24.818878 | No | 0.000000 | 1244.766428 | Low_spent_Small_value_payments | 0.000000 | Standard | 228 |
34 | Writer | 56047.340 | 3 | 6 | 1 | 4 | 25 | 8 | 6.27 | 1.0 | Good | 990.40 | 29.484936 | No | 115.826519 | 446.586680 | Low_spent_Medium_value_payments | 159.847968 | Good | 249 |
18 | Entrepreneur | 28631.790 | 3 | 3 | 11 | 3 | 26 | 21 | 20.94 | 8.0 | Standard | 685.37 | 37.305476 | Yes | 65.284963 | 109.906537 | Low_spent_Small_value_payments | 360.206750 | Standard | 215 |
20 | Entrepreneur | 29892.370 | 7 | 3 | 13 | 2 | 7 | 8 | 12.11 | 4.0 | Standard | 695.39 | 30.653916 | NM | 29.959827 | 133.000798 | Low_spent_Small_value_payments | 393.442458 | Standard | 376 |
23 | Teacher | 121223.960 | 5 | 7 | 3 | 0 | 5 | 10 | 3.36 | 2.0 | Good | 1338.42 | 25.977086 | No | 0.000000 | 835.793697 | Low_spent_Medium_value_payments | 430.705969 | Standard | 233 |
50 | Musician | 91426.950 | 7 | 3 | 14 | 0 | 15 | 20 | 4.29 | 3.0 | Standard | 1011.38 | 34.663911 | NM | 0.000000 | 152.264547 | High_spent_Medium_value_payments | 881.826703 | Good | 382 |
28 | Teacher | 29283.910 | 3 | 5 | 8 | 2 | 17 | 2 | 8.33 | 2.0 | Good | 309.61 | 33.578183 | NM | 36.208446 | 54.974265 | High_spent_Large_value_payments | 386.849872 | Poor | 372 |
35 | Musician | 72583.320 | 7 | 3 | 10 | 2 | 27 | 14 | 7.66 | 4.0 | Standard | 1019.44 | 29.850243 | Yes | 104.016730 | 506.166341 | Low_spent_Medium_value_payments | 279.177929 | Standard | 221 |
35 | Writer | 79062.440 | 8 | 6 | 5 | 4 | 8 | 19 | 15.63 | 4.0 | Standard | 426.07 | 33.867125 | Yes | 182.589550 | 176.441671 | High_spent_Large_value_payments | 566.422446 | Standard | 104 |
22 | Doctor | 29146.600 | 4 | 3 | 12 | 2 | 7 | 7 | 2.79 | 3.0 | Good | 179.48 | 37.871671 | No | 26.241715 | 220.879812 | Low_spent_Small_value_payments | 299.066806 | Good | 213 |
37 | Engineer | 10189.235 | 7 | 3 | 25 | 7 | 10 | 14 | 11.77 | 7.0 | Standard | 1381.87 | 37.890371 | Yes | 33.103979 | 32.238674 | Low_spent_Medium_value_payments | 270.367638 | Poor | 154 |
44 | Entrepreneur | 11391.830 | 8 | 5 | 1 | 4 | 17 | 19 | 10.02 | 4.0 | Standard | 589.97 | 39.983954 | No | 60.293751 | 36.118659 | Low_spent_Small_value_payments | 301.803767 | Standard | 233 |
24 | Doctor | 43610.130 | 2 | 4 | 9 | 4 | 12 | 6 | 15.29 | 1.0 | Good | 1371.99 | 29.232692 | NM | 133.361365 | 322.410184 | Low_spent_Large_value_payments | 178.246200 | Good | 341 |
55 | Architect | 32073.310 | 5 | 5 | 9 | 2 | 25 | 10 | 20.12 | 2.0 | Standard | 1194.93 | 27.138407 | Yes | 34.395029 | 205.632978 | Low_spent_Large_value_payments | 283.349577 | Standard | 271 |
39 | Mechanic | 33732.000 | 8 | 3 | 19 | 2 | 21 | 19 | 7.07 | 4.0 | Standard | 398.04 | 36.470045 | Yes | 49.389315 | 52.571512 | High_spent_Medium_value_payments | 421.039173 | Standard | 378 |
50 | Writer | 19519.660 | 3 | 3 | 16 | 3 | 27 | 17 | 0.00 | 1.0 | Standard | 529.09 | 27.985156 | NM | 45.557416 | 171.647421 | Low_spent_Small_value_payments | 212.858996 | Standard | 383 |
37 | Writer | 146999.240 | 5 | 6 | 10 | 0 | 13 | 20 | 6.53 | 5.0 | Good | 1148.91 | 24.224818 | No | 0.000000 | 841.857297 | Low_spent_Large_value_payments | 639.236369 | Standard | 275 |
33 | Entrepreneur | 17685.030 | 8 | 7 | 2 | 2 | 11 | 19 | 9.63 | 0.0 | Good | 207.10 | 32.446388 | No | 27.207443 | 0.000000 | Low_spent_Medium_value_payments | 311.814913 | Standard | 211 |
19 | Teacher | 27323.110 | 4 | 6 | 10 | 2 | 6 | 9 | 7.17 | 4.0 | Standard | 1202.40 | 33.275326 | Yes | 28.357625 | 54.519450 | High_spent_Large_value_payments | 368.315509 | Standard | 140 |
20 | Lawyer | 81769.350 | 7 | 5 | 13 | 4 | 15 | 14 | 3.27 | 0.0 | Standard | 535.75 | 40.349955 | No | 183.277097 | 0.000000 | High_spent_Large_value_payments | 575.421547 | Standard | 203 |
53 | Doctor | 17411.260 | 1 | 2 | 9 | 2 | 4 | 3 | 3.41 | 2.0 | Good | 797.16 | 25.344329 | No | 24.103143 | 128.576227 | Low_spent_Small_value_payments | 264.114463 | Standard | 312 |
26 | Writer | 94587.660 | 8 | 3 | 14 | 2 | 19 | 12 | 1.83 | 0.0 | Standard | 1194.49 | 36.737391 | No | 80.769990 | 214.487259 | Low_spent_Medium_value_payments | 762.173251 | Poor | 251 |
41 | Writer | 10078.315 | 8 | 3 | 1 | 3 | 19 | 16 | 1.17 | 6.0 | Good | 642.57 | 33.081836 | No | 20.944881 | 80.985459 | Low_spent_Small_value_payments | 292.855619 | Standard | 237 |
40 | Developer | 20934.490 | 6 | 7 | 7 | 7 | 28 | 14 | 11.95 | 10.0 | Standard | 637.11 | 22.768366 | Yes | 85.944056 | 26.349383 | High_spent_Large_value_payments | 289.660645 | Standard | 188 |
17 | Accountant | 89469.760 | 4 | 3 | 8 | 1 | 9 | 8 | 18.19 | 8.0 | Standard | 1301.52 | 39.208865 | Yes | 37.514922 | 120.413891 | High_spent_Large_value_payments | 798.352520 | Standard | 370 |
43 | Engineer | 72196.800 | 7 | 5 | 18 | 6 | 13 | 8 | 11.83 | 4.0 | Standard | 797.53 | 39.730394 | Yes | 189.367792 | 70.393658 | High_spent_Large_value_payments | 582.378550 | Standard | 196 |
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