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| ID | Описание | Дата |
|---|---|---|
| ee758360-0c7c-45ab-802d-3d6111d43092 | productize proactive e-markets | 2011-02-23 |
| a7df4bff-039f-484c-93fa-a281d15164b5 | seize web-enabled action-items | 1990-10-20 |
| 71e77255-8dd3-4a28-a572-33ec6ab253cd | iterate real-time platforms | 2004-08-19 |
| 9005bf2f-71cb-4b5a-9bcd-87223e02bb69 | scale 24/7 e-business | 2002-04-20 |
| c02aa149-311e-40d6-88c8-f7a3853208bf | unleash B2B action-items | 1973-09-27 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18 | Manager | 31633.540 | 1 | 5 | 8 | 3 | 8 | 5 | 9.70 | 3.0 | Good | 846.45 | 26.312142 | No | 50.768440 | 216.649358 | Low_spent_Large_value_payments | 295.595035 | Standard | 262 |
| 30 | Manager | 71677.590 | 5 | 6 | 16 | 0 | 6 | 11 | 11.90 | 0.0 | Standard | 130.54 | 32.130541 | No | 0.000000 | 263.789689 | Low_spent_Small_value_payments | 615.123561 | Standard | 213 |
| 24 | Teacher | 40198.960 | 4 | 6 | 10 | 2 | 9 | 18 | 0.58 | 1.0 | Standard | 530.04 | 28.984480 | No | 39.960494 | 37.326929 | High_spent_Large_value_payments | 505.203911 | Standard | 336 |
| 36 | Teacher | 69051.140 | 4 | 7 | 9 | 2 | 9 | 6 | 13.20 | 8.0 | Standard | 1396.03 | 29.158121 | NM | 107.167492 | 711.726259 | Low_spent_Small_value_payments | 21.432416 | Standard | 0 |
| 33 | Developer | 135596.280 | 4 | 3 | 12 | 1 | 17 | 11 | 3.85 | 3.0 | Standard | 298.74 | 35.524347 | No | 111.115714 | 440.441691 | High_spent_Medium_value_payments | 832.811595 | Poor | 195 |
| 35 | Accountant | 28415.930 | 2 | 2 | 12 | 2 | 7 | 7 | 2.40 | 1.0 | Good | 1112.80 | 29.310126 | No | 35.469401 | 0.000000 | Low_spent_Large_value_payments | 387.115727 | Good | 289 |
| 27 | Musician | 10240.420 | 10 | 9 | 23 | 9 | 43 | 0 | 9.13 | 7.0 | Bad | 1445.23 | 23.375583 | NM | 42.974418 | 0.000000 | Low_spent_Small_value_payments | 247.453588 | Poor | 88 |
| 27 | Scientist | 23051.720 | 4 | 5 | 7 | 0 | 19 | 19 | 4.53 | 1.0 | Good | 713.33 | 23.447858 | No | 0.000000 | 0.000000 | Low_spent_Large_value_payments | 354.931805 | Standard | 338 |
| 27 | Developer | 65500.840 | 4 | 3 | 18 | 4 | 8 | 13 | 4.26 | 1.0 | Standard | 1088.57 | 28.984463 | No | 197.567086 | 111.189754 | High_spent_Medium_value_payments | 486.983494 | Standard | 383 |
| 47 | Architect | 119848.770 | 5 | 2 | 10 | 1 | 9 | 10 | 5.75 | 6.0 | Good | 1049.14 | 31.504883 | No | 55.859438 | 137.019905 | High_spent_Large_value_payments | 1069.560407 | Good | 218 |
| 47 | Accountant | 69557.680 | 6 | 7 | 8 | 1 | 28 | 19 | 9.40 | 3.0 | Standard | 503.35 | 40.296046 | Yes | 47.379999 | 267.485225 | Low_spent_Large_value_payments | 512.182110 | Standard | 252 |
| 40 | Accountant | 30802.790 | 5 | 5 | 5 | 3 | 9 | 4 | 9.18 | 2.0 | Good | 388.92 | 23.255068 | No | 72.863201 | 111.120765 | High_spent_Small_value_payments | 345.205950 | Good | 310 |
| 24 | Media_Manager | 29663.440 | 5 | 6 | 18 | 2 | 9 | 9 | 17.76 | 8.0 | Standard | 598.51 | 36.434387 | Yes | 49.345911 | 183.582687 | Low_spent_Small_value_payments | 324.766735 | Standard | 210 |
| 20 | Manager | 127285.410 | 4 | 3 | 6 | 1 | 4 | 5 | 0.97 | 4.0 | Good | 1141.72 | 43.879338 | No | 66.377840 | 178.135345 | High_spent_Large_value_payments | 1046.198564 | Standard | 335 |
| 26 | Developer | 10813.530 | 4 | 4 | 10 | 4 | 11 | 16 | 16.12 | 6.0 | Standard | 862.42 | 27.848995 | NM | 24.058784 | 29.312636 | High_spent_Small_value_payments | 321.541330 | Standard | 335 |
| 50 | Accountant | 48615.220 | 4 | 7 | 15 | 4 | 32 | 11 | 9.44 | 6.0 | Standard | 1235.05 | 27.093197 | Yes | 135.357434 | 110.191527 | High_spent_Medium_value_payments | 398.177873 | Standard | 201 |
| 20 | Lawyer | 53564.880 | 5 | 3 | 13 | 2 | 6 | 10 | 19.98 | 2.0 | Standard | 1008.31 | 30.472553 | Yes | 80.569833 | 368.488127 | Low_spent_Small_value_payments | 261.716040 | Standard | 0 |
| 17 | Developer | 14160.580 | 7 | 7 | 14 | 0 | 25 | 16 | 18.46 | 7.0 | Standard | 670.02 | 33.834005 | Yes | 0.000000 | 0.000000 | Low_spent_Small_value_payments | 280.908926 | Standard | 291 |
| 44 | Mechanic | 120333.040 | 8 | 4 | 3 | 1 | 8 | 8 | 8.67 | 4.0 | Good | 1445.54 | 43.159888 | No | 67.819007 | 185.022161 | High_spent_Small_value_payments | 1031.834165 | Standard | 239 |
| 44 | Media_Manager | 35911.330 | 3 | 3 | 2 | 2 | 9 | 16 | 5.50 | 3.0 | Standard | 739.82 | 35.980254 | NM | 39.112882 | 0.000000 | Low_spent_Small_value_payments | 225.263442 | Standard | 213 |
| 52 | Architect | 67818.860 | 3 | 3 | 6 | 3 | 5 | 9 | 8.89 | 4.0 | Good | 45.66 | 37.849925 | No | 109.966621 | 91.367876 | High_spent_Large_value_payments | 576.022669 | Good | 367 |
| 41 | Lawyer | 90292.280 | 4 | 4 | 7 | 0 | 24 | 12 | 10.66 | 1.0 | Standard | 967.93 | 30.166503 | No | 0.000000 | 145.256168 | High_spent_Small_value_payments | 840.579499 | Poor | 401 |
| 24 | Developer | 133538.680 | 3 | 7 | 12 | 0 | 13 | 10 | 2.07 | 3.0 | Standard | 1389.91 | 38.820598 | No | 0.000000 | 155.919729 | High_spent_Large_value_payments | 1179.602605 | Standard | 289 |
| 41 | Manager | 144390.200 | 5 | 5 | 2 | 0 | 7 | 4 | 2.86 | 1.0 | Good | 457.05 | 30.224119 | NM | 0.000000 | 128.548416 | High_spent_Medium_value_payments | 1329.503251 | Good | 327 |
| 39 | Lawyer | 18221.965 | 3 | 7 | 17 | 3 | 18 | 15 | 6.25 | 0.0 | Standard | 1218.29 | 25.124554 | Yes | 25.715292 | 27.898754 | High_spent_Small_value_payments | 331.135662 | Standard | 228 |
| 44 | Scientist | 33199.130 | 1 | 4 | 3 | 2 | 13 | 11 | 4.88 | 0.0 | Good | 1255.12 | 28.181389 | No | 35.397754 | 191.729878 | Low_spent_Small_value_payments | 333.231785 | Good | 266 |
| 21 | Musician | 116623.440 | 5 | 4 | 9 | 0 | 3 | 10 | 3.67 | 6.0 | Good | 1198.03 | 27.424334 | No | 0.000000 | 538.714718 | Low_spent_Small_value_payments | 734.947282 | Standard | 0 |
| 41 | Entrepreneur | 43426.900 | 1 | 6 | 2 | 4 | 12 | 9 | 8.35 | 4.0 | Good | 0.95 | 30.386498 | No | 98.631464 | 72.506769 | High_spent_Large_value_payments | 418.652601 | Standard | 380 |
| 36 | Architect | 109782.320 | 4 | 4 | 19 | 2 | 27 | 10 | 7.78 | 0.0 | Standard | 426.40 | 38.156321 | No | 92.526657 | 175.328717 | High_spent_Large_value_payments | 916.097292 | Standard | 0 |
| 38 | Accountant | 119443.290 | 1 | 6 | 1 | 3 | 13 | 11 | 0.90 | 3.0 | Good | 418.28 | 37.450385 | No | 183.790597 | 363.088848 | High_spent_Medium_value_payments | 710.281305 | Standard | 346 |
| 43 | Entrepreneur | 31953.030 | 8 | 5 | 8 | 6 | 15 | 9 | 16.09 | 11.0 | Standard | 396.33 | 29.821067 | Yes | 109.765970 | 154.019539 | Low_spent_Large_value_payments | 256.889741 | Good | 188 |
| 47 | Scientist | 41646.880 | 4 | 4 | 3 | 4 | 10 | 8 | 9.62 | 5.0 | Good | 732.11 | 24.959431 | No | 80.732350 | 63.614869 | High_spent_Medium_value_payments | 457.210115 | Good | 300 |
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