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| ID | Описание | Дата |
|---|---|---|
| 1e81912a-cd38-414f-bbf4-29b45175c13f | deliver clicks-and-mortar relationships | 1996-04-16 |
| 75bf124c-4435-4eda-b0fa-68b8aaa54b2b | deliver clicks-and-mortar e-markets | 1980-11-10 |
| 4036d95a-b656-45f2-a132-29d4dc22414d | redefine bricks-and-clicks e-business | 1994-08-22 |
| e6ae1a4f-e1b8-486d-a503-a9b7af12441e | expedite distributed content | 2000-10-23 |
| 7109e63a-01a9-43b5-bafd-f13da6b64ff6 | e-enable sticky initiatives | 2025-06-15 |
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16 | Doctor | 10352.745 | 3 | 5 | 6 | 7 | 27 | 17 | 15.99 | 6.0 | Standard | 343.41 | 35.994824 | Yes | 36.629377 | 102.841486 | Low_spent_Small_value_payments | 236.702012 | Standard | 63 |
| 28 | Lawyer | 99903.360 | 8 | 6 | 8 | 0 | 13 | 0 | 16.14 | 3.0 | Good | 29.60 | 26.588335 | No | 0.000000 | 322.286208 | Low_spent_Medium_value_payments | 801.941792 | Good | 188 |
| 43 | Teacher | 86092.120 | 7 | 3 | 14 | 1 | 8 | 19 | 11.43 | 1.0 | Standard | 707.95 | 41.053926 | No | 64.039883 | 317.849008 | Low_spent_Large_value_payments | 581.045442 | Standard | 299 |
| 35 | Scientist | 33878.150 | 4 | 2 | 8 | 0 | 2 | 11 | 6.64 | 2.0 | Good | 1195.14 | 40.768112 | No | 0.000000 | 129.875650 | Low_spent_Large_value_payments | 443.242267 | Good | 191 |
| 36 | Media_Manager | 49187.070 | 6 | 6 | 25 | 6 | 26 | 11 | 12.04 | 7.0 | Standard | 1357.26 | 36.208116 | Yes | 198.608332 | 204.422872 | High_spent_Small_value_payments | 239.361045 | Poor | 205 |
| 37 | Lawyer | 67644.920 | 4 | 9 | 22 | 2 | 23 | 19 | 14.03 | 11.0 | Standard | 1402.56 | 27.260665 | Yes | 102.785424 | 422.665864 | Low_spent_Medium_value_payments | 301.056379 | Poor | 100 |
| 24 | Entrepreneur | 158623.160 | 2 | 7 | 10 | 1 | 10 | 5 | 5.04 | 0.0 | Good | 1134.83 | 28.287669 | No | 91.033905 | 1288.548775 | Low_spent_Medium_value_payments | 218.476986 | Standard | 360 |
| 41 | Engineer | 19269.565 | 4 | 6 | 9 | 4 | 15 | 10 | 6.67 | 2.0 | Good | 578.31 | 31.552772 | No | 40.149529 | 145.218860 | Low_spent_Small_value_payments | 239.011319 | Standard | 332 |
| 20 | Manager | 21129.110 | 5 | 5 | 6 | 0 | 17 | 9 | 5.91 | 1.0 | Good | 886.72 | 39.793701 | No | 0.000000 | 158.995207 | Low_spent_Large_value_payments | 296.280709 | Poor | 259 |
| 36 | Entrepreneur | 42847.790 | 4 | 7 | 2 | 2 | 1 | 9 | 9.81 | 9.0 | Good | 181.47 | 27.539565 | No | 52.276195 | 354.566836 | Low_spent_Small_value_payments | 261.421885 | Good | 252 |
| 47 | Journalist | 34962.320 | 3 | 6 | 9 | 3 | 13 | 7 | 1.49 | 1.0 | Good | 1470.65 | 25.572255 | No | 74.323872 | 69.333866 | High_spent_Large_value_payments | 374.494929 | Good | 200 |
| 28 | Doctor | 37823.270 | 3 | 5 | 12 | 2 | 14 | 0 | 7.14 | 8.0 | Good | 504.85 | 24.581233 | NM | 59.039182 | 382.546008 | Low_spent_Small_value_payments | 147.908727 | Good | 296 |
| 24 | Doctor | 41026.380 | 5 | 7 | 9 | 6 | 5 | 19 | 17.24 | 7.0 | Standard | 1241.69 | 39.433266 | NM | 181.804023 | 94.063982 | Low_spent_Medium_value_payments | 320.818495 | Standard | 159 |
| 35 | Media_Manager | 27412.030 | 6 | 7 | 15 | 3 | 15 | 13 | 8.74 | 6.0 | Standard | 80.06 | 28.732620 | Yes | 56.247443 | 214.947053 | Low_spent_Medium_value_payments | 258.739088 | Standard | 117 |
| 32 | Accountant | 43450.250 | 0 | 3 | 4 | 2 | 6 | 0 | 7.47 | 2.0 | Good | 588.59 | 33.319063 | NM | 41.399644 | 324.465112 | Low_spent_Small_value_payments | 295.320661 | Good | 0 |
| 46 | Accountant | 22407.570 | 8 | 3 | 13 | 1 | 8 | 11 | 4.65 | 4.0 | Standard | 359.41 | 30.415567 | No | 9.406580 | 105.477563 | High_spent_Small_value_payments | 312.845608 | Standard | 363 |
| 38 | Journalist | 32244.750 | 8 | 7 | 12 | 1 | 28 | 10 | 16.03 | 7.0 | Standard | 1001.48 | 35.007714 | Yes | 22.353726 | 328.168164 | Low_spent_Small_value_payments | 194.984361 | Standard | 362 |
| 34 | Developer | 16640.350 | 5 | 6 | 9 | 1 | 17 | 8 | 7.24 | 5.0 | Standard | 1128.37 | 35.356425 | Yes | 7.504740 | 12.312268 | High_spent_Large_value_payments | 345.552575 | Standard | 207 |
| 42 | Entrepreneur | 19833.550 | 7 | 7 | 23 | 4 | 32 | 22 | 2.88 | 8.0 | Bad | 1316.95 | 23.304440 | Yes | 50.840059 | 141.548231 | Low_spent_Large_value_payments | 245.091293 | Standard | 84 |
| 43 | Musician | 150625.480 | 4 | 5 | 12 | 2 | 9 | 6 | 7.36 | 7.0 | Good | 898.13 | 40.260079 | No | 169.083971 | 203.592313 | High_spent_Large_value_payments | 1100.936050 | Standard | 308 |
| 19 | Teacher | 113384.820 | 2 | 4 | 8 | 3 | 19 | 12 | 10.41 | 3.0 | Good | 680.70 | 38.655937 | No | 149.617718 | 0.000000 | High_spent_Medium_value_payments | 913.569837 | Poor | 276 |
| 25 | Lawyer | 41403.340 | 4 | 6 | 2 | 2 | 28 | 0 | 4.23 | 1.0 | Good | 215.84 | 22.701915 | NM | 62.652390 | 410.139016 | Low_spent_Small_value_payments | 190.236427 | Good | 254 |
| 48 | Lawyer | 32283.050 | 8 | 6 | 17 | 0 | 7 | 8 | 13.09 | 4.0 | Standard | 291.29 | 36.314932 | Yes | 0.000000 | 103.307135 | Low_spent_Small_value_payments | 471.218282 | Standard | 304 |
| 22 | Writer | 110675.880 | 8 | 5 | 16 | 1 | 6 | 0 | 8.04 | 0.0 | Standard | 1226.28 | 40.399165 | No | 79.676107 | 560.341281 | Low_spent_Medium_value_payments | 532.281611 | Standard | 259 |
| 54 | Lawyer | 57524.560 | 4 | 7 | 9 | 2 | 11 | 10 | 1.59 | 3.0 | Good | 1068.65 | 26.563634 | No | 67.027337 | 437.865742 | Low_spent_Small_value_payments | 288.678254 | Good | 224 |
| 47 | Accountant | 11274.515 | 3 | 5 | 6 | 4 | 5 | 18 | 2.25 | 2.0 | Standard | 771.99 | 30.828265 | No | 32.033653 | 65.063787 | Low_spent_Small_value_payments | 261.856851 | Standard | 201 |
| 36 | Musician | 109655.250 | 1 | 4 | 6 | 0 | 12 | 1 | 8.27 | 4.0 | Good | 1234.63 | 38.090447 | No | 0.000000 | 222.966834 | High_spent_Large_value_payments | 948.426916 | Good | 305 |
| 28 | Media_Manager | 22116.855 | 3 | 8 | 10 | 4 | 4 | 6 | 5.14 | 1.0 | Good | 100.56 | 28.187979 | No | 57.814261 | 0.000000 | Low_spent_Medium_value_payments | 360.469697 | Good | 302 |
| 16 | Media_Manager | 66377.520 | 8 | 3 | 17 | 4 | 13 | 17 | 7.36 | 7.0 | Standard | 1450.51 | 38.913299 | Yes | 199.459881 | 204.280586 | Low_spent_Medium_value_payments | 453.305533 | Poor | 274 |
| 42 | Architect | 73683.690 | 8 | 7 | 9 | 3 | 19 | 7 | 0.00 | 5.0 | Standard | 520.26 | 30.041424 | Yes | 152.871762 | 352.330193 | High_spent_Small_value_payments | 350.028795 | Standard | 0 |
| 21 | Journalist | 34769.690 | 2 | 3 | 6 | 4 | 3 | 15 | 4.88 | 3.0 | Good | 219.87 | 27.125094 | No | 109.999396 | 33.046766 | High_spent_Medium_value_payments | 407.901255 | Good | 201 |
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