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ID | Описание | Дата |
---|---|---|
a62fc83a-3c15-4470-8345-51f161cbd9b5 | innovate holistic ROI | 1984-11-02 |
6d2067b7-77d6-46d2-948f-b6a6d999059e | repurpose user-centric niches | 2009-05-05 |
69ec59ef-caf2-4cfb-b076-5eb0d364bf79 | optimize clicks-and-mortar networks | 2011-09-27 |
4bcc6377-b10a-42e5-9a8f-53ec6e8dd997 | scale dot-com web-readiness | 1975-03-10 |
2216d966-5a2a-4b29-b624-96f950ac4be8 | redefine leading-edge web services | 2019-12-07 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39 | Media_Manager | 28169.070 | 4 | 4 | 2 | 0 | 4 | 5 | 7.75 | 1.0 | Good | 460.32 | 36.520816 | No | 0.000000 | 50.384227 | High_spent_Large_value_payments | 434.558023 | Good | 314 |
30 | Media_Manager | 73747.580 | 3 | 5 | 7 | 2 | 28 | 14 | 9.10 | 8.0 | Standard | 497.98 | 26.095123 | Yes | 93.212861 | 139.860994 | High_spent_Large_value_payments | 623.589311 | Good | 366 |
41 | Musician | 33978.570 | 5 | 5 | 6 | 3 | 30 | 12 | 13.98 | 7.0 | Standard | 1082.25 | 38.295406 | Yes | 60.068643 | 272.445395 | Low_spent_Small_value_payments | 226.040712 | Standard | 195 |
51 | Writer | 106876.770 | 4 | 5 | 12 | 1 | 17 | 20 | 11.24 | 2.0 | Good | 356.07 | 42.231043 | No | 62.242581 | 332.482647 | High_spent_Medium_value_payments | 770.214523 | Good | 346 |
39 | Mechanic | 33749.250 | 5 | 7 | 3 | 2 | 20 | 13 | 11.16 | 0.0 | Good | 753.63 | 40.261565 | No | 41.832060 | 156.492728 | High_spent_Small_value_payments | 325.718962 | Good | 296 |
45 | Accountant | 12434.240 | 6 | 6 | 15 | 2 | 12 | 14 | 12.42 | 0.0 | Standard | 768.69 | 24.326443 | Yes | 11.244529 | 29.718020 | Low_spent_Small_value_payments | 334.556117 | Standard | 320 |
56 | Mechanic | 34676.380 | 5 | 5 | 18 | 1 | 5 | 17 | 8.93 | 2.0 | Standard | 1334.09 | 34.845439 | Yes | 20.368226 | 30.827475 | High_spent_Large_value_payments | 466.074133 | Good | 191 |
50 | Media_Manager | 107761.290 | 4 | 5 | 9 | 0 | 7 | 19 | 14.56 | 3.0 | Standard | 34.09 | 41.899992 | Yes | 0.000000 | 160.587740 | High_spent_Large_value_payments | 984.123010 | Standard | 211 |
29 | Architect | 146090.640 | 3 | 7 | 11 | 0 | 16 | 10 | 6.08 | 0.0 | Standard | 909.23 | 28.948594 | No | 0.000000 | 753.465306 | Low_spent_Large_value_payments | 744.856694 | Standard | 257 |
51 | Scientist | 70291.160 | 3 | 5 | 13 | 4 | 15 | 16 | 9.92 | 3.0 | Standard | 449.09 | 27.035845 | No | 132.198949 | 333.044140 | Low_spent_Large_value_payments | 396.716578 | Standard | 276 |
36 | Mechanic | 118244.840 | 7 | 3 | 15 | 1 | 25 | 17 | 3.03 | 9.0 | Standard | 1379.72 | 42.697868 | Yes | 50.817813 | 77.224144 | High_spent_Large_value_payments | 1117.531710 | Standard | 0 |
24 | Entrepreneur | 31439.600 | 5 | 7 | 18 | 4 | 6 | 8 | 20.51 | 8.0 | Standard | 1283.46 | 24.594986 | Yes | 104.273101 | 102.753393 | Low_spent_Large_value_payments | 347.670173 | Standard | 208 |
31 | Entrepreneur | 141025.920 | 5 | 5 | 10 | 1 | 10 | 0 | 4.32 | 4.0 | Good | 843.59 | 35.758316 | No | 117.514710 | 898.612653 | Low_spent_Medium_value_payments | 464.288637 | Good | 368 |
35 | Architect | 85325.240 | 3 | 4 | 10 | 1 | 18 | 0 | 5.50 | 7.0 | Standard | 1264.92 | 31.921439 | Yes | 65.245240 | 390.265227 | Low_spent_Medium_value_payments | 564.033200 | Good | 272 |
44 | Media_Manager | 14266.530 | 3 | 4 | 11 | 1 | 17 | 12 | 2.71 | 0.0 | Standard | 1238.04 | 33.911163 | No | 6.047543 | 66.191554 | High_spent_Small_value_payments | 294.948653 | Standard | 257 |
53 | Lawyer | 97536.090 | 2 | 4 | 2 | 2 | 7 | 6 | 1.91 | 1.0 | Good | 791.00 | 26.816766 | No | 98.973708 | 173.433926 | High_spent_Medium_value_payments | 803.093116 | Good | 224 |
55 | Teacher | 60498.600 | 7 | 6 | 12 | 1 | 30 | 18 | 9.92 | 3.0 | Standard | 736.07 | 31.864370 | No | 47.928210 | 126.506649 | Low_spent_Large_value_payments | 610.320141 | Standard | 320 |
29 | Journalist | 9979.875 | 8 | 5 | 16 | 1 | 29 | 16 | 12.57 | 2.0 | Standard | 1179.69 | 38.603057 | Yes | 6.047450 | 51.836884 | Low_spent_Medium_value_payments | 319.481291 | Poor | 335 |
42 | Manager | 30984.660 | 7 | 6 | 18 | 0 | 23 | 15 | 5.00 | 4.0 | Standard | 473.86 | 26.929279 | NM | 0.000000 | 121.722155 | High_spent_Small_value_payments | 392.983345 | Standard | 315 |
42 | Scientist | 95685.210 | 3 | 4 | 9 | 0 | 13 | 10 | 2.28 | 8.0 | Good | 472.21 | 38.475609 | No | 0.000000 | 282.438914 | High_spent_Medium_value_payments | 754.037836 | Poor | 288 |
49 | Accountant | 125033.000 | 5 | 6 | 7 | 1 | 17 | 12 | 5.95 | 0.0 | Standard | 1369.98 | 34.062480 | Yes | 99.423763 | 75.738994 | High_spent_Large_value_payments | 1123.378910 | Standard | 322 |
23 | Architect | 21897.505 | 1 | 1 | 1 | 1 | 15 | 4 | 9.83 | 1.0 | Good | 630.68 | 28.704280 | NM | 15.487464 | 226.484395 | Low_spent_Small_value_payments | 246.707349 | Good | 333 |
26 | Lawyer | 26978.170 | 6 | 3 | 8 | 1 | 17 | 14 | 8.37 | 7.0 | Standard | 1264.34 | 36.906790 | No | 141.250551 | 157.086620 | Low_spent_Small_value_payments | 366.014023 | Poor | 214 |
42 | Journalist | 138206.040 | 1 | 2 | 8 | 3 | 14 | 2 | 3.76 | 7.0 | Good | 1337.34 | 43.094298 | No | 173.234755 | 186.066160 | High_spent_Medium_value_payments | 1047.516085 | Standard | 256 |
28 | Musician | 13618.870 | 4 | 3 | 11 | 0 | 12 | 0 | 8.18 | 0.0 | Good | 1480.87 | 36.174540 | No | 0.000000 | 109.650893 | Low_spent_Medium_value_payments | 303.639691 | Good | 376 |
52 | Journalist | 60733.700 | 7 | 3 | 5 | 2 | 14 | 11 | 5.36 | 5.0 | Standard | 570.40 | 38.748398 | Yes | 93.181620 | 528.312538 | Low_spent_Medium_value_payments | 177.420009 | Good | 352 |
55 | Mechanic | 66674.380 | 4 | 3 | 17 | 2 | 25 | 10 | 11.02 | 1.0 | Standard | 577.97 | 24.277874 | No | 102.313550 | 175.765955 | High_spent_Medium_value_payments | 507.540328 | Standard | 232 |
31 | Manager | 177560.680 | 0 | 3 | 5 | 0 | 22 | 3 | 0.19 | 1.0 | Good | 376.64 | 36.232353 | No | 0.000000 | 447.447976 | High_spent_Medium_value_payments | 1253.824358 | Poor | 288 |
33 | Lawyer | 16740.095 | 5 | 5 | 2 | 2 | 4 | 9 | 4.97 | 6.0 | Good | 218.19 | 22.875958 | No | 14.840256 | 114.214438 | Low_spent_Large_value_payments | 270.246097 | Standard | 200 |
35 | Accountant | 11958.695 | 3 | 4 | 8 | 0 | 26 | 18 | 8.30 | 7.0 | Standard | 74.29 | 31.756477 | Yes | 0.000000 | 48.301482 | Low_spent_Large_value_payments | 312.054310 | Standard | 0 |
48 | Accountant | 121187.490 | 1 | 4 | 1 | 3 | 1 | 3 | 5.50 | 7.0 | Good | 1077.16 | 29.554600 | No | 165.624202 | 160.360403 | High_spent_Medium_value_payments | 925.111145 | Poor | 395 |
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