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ID | Описание | Дата |
---|---|---|
a1d14a0a-f393-4a13-8fe8-6dceb9c115b3 | benchmark magnetic networks | 1978-07-08 |
c8eb63c9-948d-42fc-9312-f11f6625c2a6 | streamline front-end action-items | 1972-08-09 |
f9698848-7d9c-47d2-9aaf-4a92ac989ee7 | whiteboard viral web-readiness | 1973-03-27 |
825bddbc-0df5-414a-adca-c22de6504474 | harness synergistic e-tailers | 1985-06-13 |
a40fe91a-f898-4f92-adc7-af5790f9e1ee | utilize scalable solutions | 2023-10-06 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36 | Doctor | 94052.220 | 4 | 4 | 13 | 1 | 25 | 0 | 9.41 | 8.0 | Standard | 76.99 | 34.269949 | Yes | 39.575332 | 728.831745 | Low_spent_Medium_value_payments | 282.061422 | Standard | 255 |
53 | Journalist | 66174.840 | 8 | 7 | 18 | 4 | 19 | 9 | 4.23 | 4.0 | Standard | 951.18 | 31.451028 | No | 150.908188 | 613.875717 | Low_spent_Small_value_payments | 51.573096 | Standard | 247 |
26 | Teacher | 45403.100 | 5 | 5 | 8 | 0 | 13 | 12 | 10.70 | 3.0 | Standard | 721.95 | 33.301256 | No | 0.000000 | 451.931843 | Low_spent_Small_value_payments | 191.727324 | Standard | 0 |
33 | Doctor | 17416.750 | 5 | 6 | 12 | 4 | 10 | 0 | 10.10 | 0.0 | Good | 505.44 | 29.148181 | No | 36.559186 | 64.089290 | Low_spent_Small_value_payments | 313.691108 | Good | 368 |
35 | Scientist | 37570.830 | 2 | 2 | 7 | 0 | 8 | 11 | 2.17 | 0.0 | Good | 1194.37 | 25.164338 | No | 0.000000 | 384.647282 | Low_spent_Small_value_payments | 213.542968 | Good | 336 |
41 | Doctor | 32152.320 | 4 | 3 | 5 | 1 | 29 | 17 | 2.57 | 3.0 | Standard | 1100.76 | 37.760091 | No | 22.751784 | 206.187461 | Low_spent_Medium_value_payments | 298.596755 | Standard | 377 |
21 | Accountant | 7177.535 | 9 | 9 | 16 | 5 | 45 | 15 | 7.48 | 12.0 | Standard | 1339.34 | 27.809554 | Yes | 22.084281 | 0.000000 | High_spent_Small_value_payments | 256.818121 | Standard | 70 |
42 | Journalist | 132588.300 | 5 | 4 | 3 | 2 | 23 | 2 | 1.61 | 1.0 | Good | 36.46 | 25.828357 | No | 130.104106 | 1118.285600 | Low_spent_Medium_value_payments | 123.412794 | Poor | 240 |
22 | Developer | 28405.610 | 7 | 7 | 6 | 3 | 26 | 19 | 0.00 | 4.0 | Standard | 582.97 | 36.352838 | No | 56.958975 | 198.286099 | Low_spent_Small_value_payments | 299.268342 | Standard | 274 |
22 | Journalist | 32239.360 | 4 | 6 | 12 | 1 | 2 | 2 | 1.31 | 4.0 | Good | 833.91 | 23.894589 | No | 18.538612 | 227.332534 | Low_spent_Small_value_payments | 311.790187 | Good | 394 |
24 | Scientist | 7536.015 | 4 | 6 | 25 | 5 | 17 | 0 | 12.24 | 9.0 | Standard | 1276.40 | 34.064336 | Yes | 17.852927 | 20.478270 | Low_spent_Large_value_payments | 290.568928 | Poor | 237 |
19 | Engineer | 35844.020 | 3 | 7 | 13 | 1 | 5 | 20 | 14.17 | 8.0 | Standard | 1072.28 | 31.095056 | Yes | 24.568537 | 50.642470 | High_spent_Medium_value_payments | 445.089159 | Standard | 243 |
36 | Lawyer | 12338.465 | 5 | 5 | 2 | 1 | 16 | 15 | 6.52 | 4.0 | Good | 352.92 | 29.134906 | No | 10.218511 | 80.366131 | Low_spent_Small_value_payments | 273.235900 | Poor | 384 |
34 | Doctor | 33777.110 | 7 | 7 | 14 | 2 | 28 | 14 | 3.49 | 0.0 | Standard | 619.29 | 35.319756 | No | 33.535589 | 135.819415 | High_spent_Small_value_payments | 382.520913 | Standard | 285 |
40 | Media_Manager | 81047.560 | 1 | 5 | 4 | 3 | 5 | 8 | 6.68 | 3.0 | Good | 1290.47 | 38.154775 | No | 153.201688 | 440.521063 | Low_spent_Medium_value_payments | 342.873583 | Standard | 234 |
29 | Architect | 32842.440 | 5 | 3 | 5 | 3 | 22 | 13 | 15.08 | 3.0 | Standard | 1399.25 | 35.470486 | Yes | 48.041551 | 0.000000 | High_spent_Medium_value_payments | 424.168590 | Standard | 385 |
33 | Journalist | 91870.710 | 2 | 4 | 5 | 2 | 12 | 0 | 10.71 | 2.0 | Good | 90.19 | 30.103411 | No | 105.737241 | 439.321541 | Low_spent_Large_value_payments | 519.630468 | Good | 385 |
18 | Journalist | 34315.710 | 4 | 4 | 19 | 2 | 20 | 11 | 13.36 | 4.0 | Standard | 24.75 | 31.636979 | Yes | 37.611667 | 213.691040 | Low_spent_Small_value_payments | 340.561543 | Standard | 0 |
51 | Accountant | 36850.650 | 6 | 3 | 19 | 3 | 13 | 16 | 4.77 | 0.0 | Standard | 420.06 | 39.719107 | Yes | 52.517522 | 0.000000 | High_spent_Large_value_payments | 434.192679 | Good | 311 |
34 | Lawyer | 59714.200 | 4 | 5 | 5 | 1 | 2 | 0 | 8.45 | 4.0 | Standard | 425.17 | 28.262679 | Yes | 27.779995 | 381.002821 | Low_spent_Small_value_payments | 394.835517 | Standard | 213 |
54 | Mechanic | 41481.820 | 1 | 3 | 4 | 3 | 6 | 4 | 11.68 | 2.0 | Good | 650.20 | 30.201191 | No | 102.618812 | 177.807265 | Low_spent_Large_value_payments | 349.455757 | Good | 235 |
25 | Journalist | 34570.080 | 3 | 7 | 7 | 1 | 4 | 2 | 7.63 | 3.0 | Good | 200.32 | 39.771614 | No | 17.078007 | 331.068538 | Low_spent_Small_value_payments | 252.137455 | Standard | 235 |
45 | Architect | 80011.640 | 7 | 6 | 18 | 4 | 4 | 13 | 16.80 | 8.0 | Standard | 792.92 | 27.776349 | Yes | 154.561614 | 225.068542 | High_spent_Medium_value_payments | 552.833511 | Standard | 66 |
42 | Doctor | 38239.440 | 0 | 3 | 2 | 1 | 10 | 11 | 8.95 | 0.0 | Good | 1156.81 | 28.339217 | No | 20.203448 | 213.861161 | Low_spent_Small_value_payments | 404.497391 | Good | 270 |
23 | Scientist | 32612.360 | 5 | 5 | 12 | 4 | 10 | 7 | 8.44 | 0.0 | Good | 809.94 | 38.986745 | No | 91.578987 | 334.553985 | Low_spent_Small_value_payments | 130.936694 | Good | 394 |
49 | Engineer | 81049.770 | 7 | 6 | 7 | 2 | 29 | 16 | 7.86 | 5.0 | Good | 417.22 | 31.567358 | No | 72.016936 | 65.539458 | High_spent_Large_value_payments | 784.158355 | Good | 0 |
26 | Journalist | 25626.880 | 8 | 5 | 20 | 3 | 19 | 8 | 15.11 | 4.0 | Standard | 157.69 | 26.275693 | NM | 145.772228 | 190.496444 | Low_spent_Large_value_payments | 259.370886 | Standard | 281 |
48 | Writer | 86776.590 | 8 | 7 | 16 | 3 | 13 | 13 | 4.95 | 1.0 | Standard | 638.99 | 40.477944 | No | 128.307844 | 59.373969 | High_spent_Large_value_payments | 767.756437 | Poor | 285 |
25 | Lawyer | 129903.000 | 4 | 6 | 8 | 2 | 10 | 8 | 12.16 | 3.0 | Good | 585.74 | 33.088367 | No | 170.012054 | 474.588395 | High_spent_Small_value_payments | 685.924551 | Standard | 195 |
38 | Musician | 68140.200 | 3 | 5 | 14 | 0 | 21 | 17 | 6.30 | 5.0 | Standard | 204.73 | 38.970632 | No | 0.000000 | 311.104378 | High_spent_Small_value_payments | 538.030622 | Good | 342 |
45 | Scientist | 9058.045 | 6 | 9 | 24 | 5 | 33 | 18 | 4.03 | 9.0 | Bad | 1338.74 | 23.547396 | Yes | 28.629528 | 65.137184 | Low_spent_Medium_value_payments | 250.616996 | Poor | 234 |
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