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| ID | Описание | Дата |
|---|---|---|
| bba8c9a2-b4ab-4012-99df-21cbc9f24a22 | grow interactive applications | 2023-09-03 |
| 410dacf6-934a-40a6-8266-9a899f5d0d4b | cultivate efficient synergies | 2012-04-07 |
| 7a986115-f656-48b2-97bc-f6080ff5c387 | maximize sticky applications | 2024-08-08 |
| 43d23864-6607-4361-ba7f-5446e4d8ea12 | optimize open-source eyeballs | 1990-11-19 |
| f5b7a925-9360-4bfe-9844-f5b3a6c797fe | orchestrate mission-critical synergies | 1971-08-09 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 55 | Doctor | 19403.405 | 1 | 7 | 3 | 3 | 11 | 9 | 3.90 | 2.0 | Good | 339.11 | 33.687277 | No | 39.214914 | 192.718754 | Low_spent_Small_value_payments | 248.561373 | Standard | 198 |
| 25 | Developer | 35118.100 | 5 | 7 | 6 | 3 | 27 | 13 | 9.70 | 6.0 | Standard | 407.74 | 26.950295 | Yes | 45.189129 | 169.659530 | High_spent_Small_value_payments | 356.502174 | Standard | 387 |
| 24 | Accountant | 10277.330 | 6 | 6 | 14 | 7 | 29 | 11 | 13.24 | 8.0 | Standard | 1248.05 | 38.663067 | Yes | 47.901534 | 109.894835 | Low_spent_Medium_value_payments | 229.448048 | Standard | 95 |
| 54 | Teacher | 145917.880 | 8 | 5 | 5 | 2 | 13 | 12 | 0.22 | 7.0 | Good | 500.24 | 36.527949 | No | 127.569254 | 308.531136 | High_spent_Medium_value_payments | 1051.581943 | Standard | 256 |
| 28 | Media_Manager | 15021.480 | 6 | 5 | 15 | 4 | 55 | 9 | 9.75 | 10.0 | Standard | 1277.01 | 32.647219 | Yes | 38.178079 | 88.246933 | Low_spent_Small_value_payments | 298.053987 | Poor | 187 |
| 42 | Developer | 147210.680 | 2 | 5 | 5 | 0 | 8 | 8 | 10.74 | 4.0 | Good | 323.31 | 42.195045 | No | 0.000000 | 146.144205 | High_spent_Large_value_payments | 1326.811462 | Poor | 0 |
| 45 | Entrepreneur | 109945.320 | 3 | 3 | 9 | 2 | 29 | 19 | 0.00 | 5.0 | Standard | 709.14 | 30.218740 | Yes | 110.414955 | 547.874157 | Low_spent_Large_value_payments | 523.921887 | Standard | 62 |
| 27 | Manager | 30155.090 | 6 | 5 | 14 | 3 | 7 | 22 | 8.75 | 4.0 | Standard | 972.35 | 27.315746 | NM | 75.109358 | 43.009280 | High_spent_Medium_value_payments | 353.673779 | Standard | 346 |
| 17 | Engineer | 21695.120 | 8 | 6 | 17 | 5 | 11 | 9 | 12.44 | 6.0 | Standard | 1120.28 | 28.620897 | Yes | 85.076936 | 37.570914 | High_spent_Small_value_payments | 305.844817 | Standard | 238 |
| 34 | Teacher | 12629.600 | 7 | 3 | 17 | 2 | 25 | 20 | 19.97 | 7.0 | Standard | 1090.80 | 33.114086 | Yes | 17.809233 | 23.416599 | Low_spent_Large_value_payments | 322.920834 | Standard | 191 |
| 45 | Scientist | 22555.520 | 6 | 3 | 14 | 4 | 30 | 12 | 6.79 | 2.0 | Standard | 1418.49 | 38.343473 | No | 55.007097 | 0.000000 | Low_spent_Large_value_payments | 337.137842 | Poor | 286 |
| 37 | Scientist | 97583.430 | 7 | 7 | 9 | 1 | 21 | 1531 | 1.92 | 1.0 | Good | 1296.80 | 27.974356 | No | 46.511789 | 0.000000 | High_spent_Large_value_payments | 822.970108 | Good | 355 |
| 41 | Media_Manager | 48297.480 | 8 | 3 | 10 | 0 | 16 | 16 | 11.77 | 2.0 | Standard | 1323.54 | 40.543142 | No | 0.000000 | 153.534017 | High_spent_Medium_value_payments | 470.844983 | Standard | 393 |
| 29 | Mechanic | 34225.790 | 5 | 4 | 9 | 2 | 13 | 20 | 11.59 | 2.0 | Standard | 592.68 | 31.411817 | No | 37.175225 | 0.000000 | High_spent_Medium_value_payments | 418.927407 | Standard | 367 |
| 53 | Doctor | 26766.060 | 7 | 5 | 9 | 3 | 15 | 13 | 13.60 | 2.0 | Standard | 530.27 | 26.639981 | Yes | 36.497588 | 204.065666 | Low_spent_Large_value_payments | 265.087246 | Standard | 263 |
| 38 | Engineer | 55071.720 | 6 | 3 | 20 | 4 | 9 | 16 | 0.69 | 4.0 | Standard | 224.35 | 23.014679 | No | 157.691431 | 92.716292 | High_spent_Medium_value_payments | 452.023277 | Standard | 341 |
| 39 | Entrepreneur | 42960.390 | 2 | 5 | 9 | 3 | 8 | 3 | 2.18 | 2.0 | Good | 379.94 | 26.516992 | NM | 58.192489 | 168.494697 | Low_spent_Large_value_payments | 379.616064 | Poor | 361 |
| 53 | Scientist | 21834.105 | 4 | 5 | 11 | 1 | 5 | 9 | 10.40 | 1.0 | Good | 1215.84 | 38.975228 | NM | 16.922557 | 137.841642 | High_spent_Small_value_payments | 312.386675 | Good | 295 |
| 44 | Media_Manager | 39859.720 | 5 | 4 | 1 | 1 | 7 | 7 | 6.16 | 3.0 | Good | 1281.92 | 39.796609 | No | 21.156150 | 198.777791 | Low_spent_Small_value_payments | 380.330392 | Good | 396 |
| 32 | Entrepreneur | 151437.080 | 0 | 4 | 3 | 2 | 4 | 5 | 1.97 | 5.0 | Good | 879.78 | 33.508952 | NM | 147.526460 | 197.333269 | High_spent_Large_value_payments | 1131.315938 | Standard | 266 |
| 22 | Accountant | 102046.830 | 3 | 3 | 3 | 0 | 11 | 1 | 1.78 | 6.0 | Good | 1252.78 | 41.032778 | No | 0.000000 | 254.853280 | High_spent_Medium_value_payments | 856.136970 | Poor | 288 |
| 40 | Entrepreneur | 33717.920 | 9 | 8 | 17 | 7 | 56 | 0 | 6.03 | 9.0 | Bad | 1298.16 | 35.914322 | NM | 180.740396 | 169.294953 | Low_spent_Small_value_payments | 235.247318 | Poor | 125 |
| 24 | Manager | 125079.040 | 6 | 7 | 17 | 1 | 9 | 19 | 10.14 | 6.0 | Standard | 1029.08 | 34.347427 | No | 88.810978 | 142.746214 | High_spent_Large_value_payments | 1028.168142 | Poor | 225 |
| 47 | Doctor | 28227.450 | 2 | 5 | 2 | 2 | 0 | 6 | 9.66 | 1.0 | Good | 256.96 | 38.259878 | No | 42.782958 | 34.543176 | High_spent_Large_value_payments | 402.802617 | Poor | 365 |
| 39 | Architect | 119047.520 | 8 | 7 | 8 | 3 | 5 | 9 | 9.22 | 2.0 | Standard | 897.72 | 42.380151 | Yes | 199.657935 | 218.475157 | High_spent_Medium_value_payments | 824.329575 | Standard | 342 |
| 35 | Entrepreneur | 23957.750 | 7 | 3 | 17 | 4 | 6 | 3522 | 7.97 | 2.0 | Standard | 890.77 | 34.100991 | Yes | 62.506072 | 107.013331 | Low_spent_Small_value_payments | 294.128514 | Standard | 267 |
| 38 | Manager | 25876.180 | 4 | 6 | 7 | 3 | 5 | 15 | 10.29 | 4.0 | Standard | 71.54 | 37.294506 | NM | 37.374350 | 96.241174 | Low_spent_Small_value_payments | 385.719310 | Standard | 255 |
| 36 | Entrepreneur | 42756.720 | 4 | 3 | 2 | 3 | 9 | 1 | 7.67 | 6.0 | Good | 884.86 | 33.756061 | No | 72.876318 | 251.499022 | Low_spent_Small_value_payments | 330.930661 | Good | 310 |
| 51 | Lawyer | 35572.080 | 2 | 6 | 7 | 4 | 10 | 12 | 10.97 | 3.0 | Good | 1078.33 | 25.912211 | No | 118.139896 | 253.838798 | Low_spent_Small_value_payments | 186.355306 | Standard | 195 |
| 50 | Lawyer | 13395.250 | 5 | 4 | 9 | 2 | 23 | 7 | 8.30 | 3.0 | Good | 330.51 | 29.143955 | No | 19.597796 | 95.706406 | Low_spent_Small_value_payments | 293.822881 | Good | 261 |
| 27 | Entrepreneur | 33604.580 | 3 | 6 | 12 | 3 | 4 | 0 | 3.60 | 0.0 | Good | 509.37 | 38.872135 | No | 79.047578 | 354.957471 | Low_spent_Small_value_payments | 154.733117 | Standard | 267 |
| 30 | Writer | 37769.920 | 7 | 4 | 18 | 6 | 26 | 14 | 14.61 | 7.0 | Standard | 196.13 | 32.586958 | Yes | 164.417239 | 109.690088 | High_spent_Medium_value_payments | 293.442006 | Standard | 74 |
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