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ID | Описание | Дата |
---|---|---|
53880066-8f3f-45e3-ac7b-b53f231a7052 | repurpose impactful systems | 1975-02-22 |
00d60d18-1774-419a-9855-3d8a4dd97a7f | mesh revolutionary e-tailers | 2011-04-06 |
d027bd01-2efa-49a1-8781-5dce95a9b413 | orchestrate interactive applications | 1985-04-18 |
f19cbc4e-c22b-4e4d-b3bc-2fa6458214ac | cultivate dynamic models | 2001-08-22 |
0c2813d3-1d9c-493b-9f21-6cd90f706b45 | transform next-generation convergence | 2023-06-05 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25 | Musician | 20188.020 | 4 | 3 | 6 | 3 | 9 | 6 | 1.31 | 0.0 | Good | 399.92 | 24.021682 | No | 25.580281 | 50.967868 | High_spent_Medium_value_payments | 358.585351 | Good | 248 |
48 | Writer | 35670.660 | 1 | 7 | 6 | 0 | 10 | 3 | 3.16 | 8.0 | Good | 1324.42 | 35.146698 | No | 0.000000 | 126.623688 | High_spent_Medium_value_payments | 431.431812 | Poor | 349 |
35 | Teacher | 133377.210 | 0 | 5 | 5 | 2 | 1 | 3 | 8.16 | 3.0 | Good | 1131.70 | 29.479834 | No | 171.948543 | 0.000000 | High_spent_Small_value_payments | 427.412546 | Poor | 0 |
54 | Journalist | 88688.940 | 3 | 7 | 8 | 0 | 16 | 4 | 3.23 | 5.0 | Good | 120.02 | 27.450908 | No | 0.000000 | 378.529516 | Low_spent_Medium_value_payments | 630.244984 | Poor | 234 |
48 | Mechanic | 124814.040 | 1 | 3 | 7 | 2 | 26 | 1 | 6.36 | 4.0 | Good | 660.33 | 40.049425 | No | 138.019433 | 140.849729 | High_spent_Large_value_payments | 977.547837 | Poor | 269 |
49 | Writer | 31002.860 | 8 | 6 | 10 | 0 | 5 | 13 | 5.10 | 2.0 | Standard | 1256.70 | 23.838152 | Yes | 0.000000 | 267.975636 | Low_spent_Small_value_payments | 306.881530 | Standard | 312 |
29 | Entrepreneur | 63788.880 | 8 | 7 | 17 | 0 | 22 | 11 | 0.68 | 1.0 | Standard | 1081.09 | 31.511682 | No | 0.000000 | 337.586227 | High_spent_Small_value_payments | 426.987773 | Standard | 232 |
36 | Engineer | 34323.260 | 1 | 4 | 9 | 3 | 2 | 4 | 9.94 | 3.0 | Good | 358.47 | 25.791844 | No | 63.302126 | 0.000000 | Low_spent_Small_value_payments | 355.579653 | Good | 301 |
51 | Engineer | 97577.280 | 3 | 4 | 12 | 2 | 2 | 7 | 6.75 | 2.0 | Good | 708.73 | 34.559695 | No | 92.866507 | 117.493354 | High_spent_Large_value_payments | 820.284139 | Good | 380 |
27 | Doctor | 28385.620 | 4 | 6 | 10 | 7 | 6 | 0 | 7.48 | 7.0 | Standard | 64.65 | 32.662167 | NM | 88.631258 | 315.334324 | Low_spent_Small_value_payments | 136.081251 | Poor | 208 |
55 | Manager | 20515.940 | 7 | 5 | 15 | 2 | 16 | 19 | 7.47 | 6.0 | Standard | 878.79 | 38.113508 | NM | 20.774306 | 79.080062 | High_spent_Small_value_payments | 325.111799 | Standard | 187 |
34 | Manager | 30771.540 | 4 | 6 | 18 | 7 | 19 | 21 | 19.25 | 4.0 | Standard | 246.06 | 29.357877 | Yes | 162.401814 | 296.861174 | Low_spent_Small_value_payments | 105.666512 | Standard | 111 |
33 | Media_Manager | 28806.440 | 4 | 3 | 6 | 5 | 26 | 19 | 12.26 | 8.0 | Standard | 332.57 | 29.686760 | Yes | 112.635048 | 155.693333 | High_spent_Small_value_payments | 227.825285 | Standard | 158 |
19 | Accountant | 34039.540 | 5 | 4 | 17 | 4 | 10 | 14 | 12.17 | 1.0 | Standard | 197.39 | 27.420402 | Yes | 83.745541 | 172.592239 | High_spent_Small_value_payments | 276.525054 | Standard | 276 |
49 | Scientist | 28101.460 | 5 | 7 | 8 | 3 | 29 | 8 | 1.85 | 3.0 | Standard | 454.67 | 24.077437 | NM | 51.943485 | 106.290396 | Low_spent_Large_value_payments | 350.744952 | Standard | 315 |
33 | Lawyer | 12426.290 | 5 | 4 | 13 | 3 | 27 | 16 | 9.14 | 10.0 | Standard | 1399.81 | 36.231452 | Yes | 18.801898 | 118.375059 | Low_spent_Small_value_payments | 246.775460 | Standard | 102 |
28 | Lawyer | 35223.940 | 7 | 4 | 17 | 3 | 23 | 13 | 18.56 | 8.0 | Standard | 1269.36 | 28.073542 | Yes | 61.914736 | 55.176463 | High_spent_Medium_value_payments | 417.841634 | Standard | 255 |
53 | Engineer | 74766.860 | 4 | 7 | 2 | 3 | 13 | 11 | 3.82 | 1.0 | Good | 107.57 | 26.331023 | No | 153.394994 | 149.557867 | High_spent_Large_value_payments | 539.604305 | Poor | 269 |
41 | Engineer | 22195.605 | 0 | 4 | 4 | 0 | 7 | 8 | 0.61 | 6.0 | Good | 1378.67 | 36.296168 | No | 0.000000 | 219.155071 | Low_spent_Small_value_payments | 273.008304 | Good | 226 |
23 | Mechanic | 13000.735 | 7 | 3 | 7 | 4 | 14 | 14 | 18.51 | 5.0 | Standard | 1152.68 | 27.993568 | No | 35.513084 | 107.790310 | Low_spent_Small_value_payments | 274.336064 | Standard | 221 |
34 | Media_Manager | 59226.150 | 7 | 4 | 7 | 3 | 20 | 13 | 8.70 | 3.0 | Good | 710.49 | 35.250328 | No | 94.884157 | 291.858978 | High_spent_Small_value_payments | 351.308115 | Good | 0 |
37 | Entrepreneur | 125027.240 | 4 | 3 | 5 | 1 | 7 | 0 | 8.58 | 5.0 | Good | 836.14 | 29.487453 | No | 80.836642 | 196.350059 | High_spent_Large_value_payments | 978.106966 | Good | 246 |
41 | Developer | 21652.195 | 3 | 2 | 10 | 4 | 0 | 0 | 2.35 | 1.0 | Good | 181.80 | 30.150415 | No | 40.435677 | 71.647369 | Low_spent_Large_value_payments | 308.951913 | Good | 357 |
29 | Writer | 107392.950 | 6 | 3 | 20 | 1 | 11 | 18 | 11.88 | 6.0 | Standard | 210.01 | 40.497211 | Yes | 51.959825 | 281.533645 | Low_spent_Medium_value_payments | 846.447780 | Standard | 310 |
40 | Mechanic | 16997.715 | 2 | 2 | 7 | 2 | 3 | 0 | 0.73 | 1.0 | Good | 1204.59 | 26.358995 | NM | 26.564625 | 136.748876 | Low_spent_Small_value_payments | 246.834124 | Good | 266 |
18 | Entrepreneur | 81094.960 | 8 | 3 | 18 | 0 | 24 | 11 | 4.03 | 2.0 | Standard | 2.13 | 42.177064 | No | 0.000000 | 100.205735 | High_spent_Large_value_payments | 799.285598 | Standard | 323 |
38 | Developer | 140254.920 | 5 | 1 | 12 | 0 | 9 | 9 | 1.24 | 3.0 | Good | 663.25 | 39.065586 | No | 0.000000 | 597.669853 | Low_spent_Medium_value_payments | 875.321147 | Standard | 228 |
34 | Engineer | 98983.170 | 4 | 4 | 5 | 3 | 7 | 22 | 18.95 | 7.0 | Standard | 296.58 | 39.051680 | Yes | 180.968935 | 720.514766 | Low_spent_Medium_value_payments | 226.376049 | Good | 282 |
40 | Writer | 16367.605 | 5 | 7 | 9 | 4 | 2 | 6 | 10.06 | 1.0 | Good | 996.40 | 33.433097 | No | 50.192752 | 88.921094 | Low_spent_Small_value_payments | 273.082862 | Poor | 398 |
24 | Accountant | 43615.200 | 4 | 6 | 3 | 4 | 11 | 9 | 6.46 | 7.0 | Good | 1030.50 | 31.311806 | No | 128.549987 | 0.000000 | Low_spent_Small_value_payments | 143.504886 | Standard | 247 |
31 | Accountant | 35739.700 | 4 | 6 | 5 | 0 | 30 | 9 | 5.74 | 0.0 | Good | 404.81 | 36.754708 | No | 0.000000 | 222.337630 | Low_spent_Large_value_payments | 328.693204 | Poor | 243 |
53 | Engineer | 33132.940 | 6 | 6 | 8 | 3 | 18 | 11 | 0.61 | 2.0 | Standard | 795.69 | 35.290856 | No | 81.780936 | 104.452692 | High_spent_Small_value_payments | 321.574205 | Standard | 250 |
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