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ID | Описание | Дата |
---|---|---|
e8523e11-9cd3-4359-9be6-aa953abe79cc | disintermediate e-business experiences | 1985-04-04 |
4fe8b95b-d43c-4d87-b332-419bb58a23a2 | synthesize frictionless architectures | 2014-04-17 |
f9ae4165-df5b-42be-b266-5bb4f0299fd5 | facilitate dot-com info-mediaries | 1978-02-11 |
34f98ec2-04ca-4366-a41a-7ec21c4bedd0 | empower extensible schemas | 2023-07-06 |
f28f5c5b-516f-497f-aab8-ba50ea663a3f | syndicate mission-critical bandwidth | 2023-12-12 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42 | Architect | 20574.470 | 6 | 3 | 14 | 4 | 6 | 10 | 6.74 | 11.0 | Standard | 749.95 | 37.552295 | Yes | 49.348666 | 192.372069 | Low_spent_Small_value_payments | 222.333181 | Standard | 136 |
31 | Writer | 62545.590 | 3 | 6 | 7 | 4 | 27 | 10 | 9.37 | 8.0 | Standard | 1138.71 | 31.570500 | Yes | 174.416318 | 500.638685 | Low_spent_Medium_value_payments | 118.258246 | Standard | 211 |
38 | Scientist | 30450.840 | 6 | 7 | 8 | 3 | 27 | 15 | 11.98 | 0.0 | Standard | 203.69 | 31.182878 | No | 49.394741 | 16.900620 | High_spent_Large_value_payments | 424.361639 | Standard | 245 |
41 | Lawyer | 21302.970 | 8 | 3 | 15 | 3 | 19 | 18 | 12.52 | 4.0 | Standard | 481.28 | 32.269861 | Yes | 48.939246 | 93.633167 | Low_spent_Medium_value_payments | 317.352337 | Standard | 392 |
23 | Developer | 38684.200 | 7 | 5 | 16 | 3 | 20 | 20 | 16.24 | 8.0 | Standard | 1464.16 | 36.831596 | Yes | 70.038455 | 94.515730 | High_spent_Medium_value_payments | 427.814148 | Poor | 0 |
41 | Mechanic | 38919.900 | 8 | 7 | 13 | 1 | 7 | 13 | 10.20 | 0.0 | Standard | 1058.13 | 35.899003 | No | 22.012884 | 37.239885 | High_spent_Medium_value_payments | 512.279731 | Standard | 242 |
36 | Writer | 27476.990 | 7 | 4 | 20 | 4 | 15 | 13 | 12.80 | 5.0 | Standard | 566.21 | 30.200462 | Yes | 73.478538 | 145.410948 | Low_spent_Large_value_payments | 281.285430 | Standard | 0 |
23 | Writer | 53370.420 | 6 | 7 | 7 | 3 | 21 | 19 | 7.68 | 3.0 | Standard | 240.27 | 30.379086 | Yes | 96.555270 | 297.849579 | Low_spent_Medium_value_payments | 347.448650 | Standard | 244 |
35 | Manager | 34317.600 | 5 | 3 | 7 | 0 | 14 | 11 | 2.07 | 5.0 | Good | 386.33 | 29.147061 | NM | 0.000000 | 374.151248 | Low_spent_Small_value_payments | 195.328752 | Standard | 329 |
50 | Doctor | 61269.160 | 6 | 4 | 9 | 2 | 13 | 15 | 9.45 | 3.0 | Good | 389.91 | 36.933386 | No | 55.593789 | 79.552932 | High_spent_Medium_value_payments | 644.429613 | Poor | 234 |
46 | Manager | 19473209.000 | 3 | 7 | 5 | 3 | 14 | 12 | 2.03 | 7.0 | Good | 140.59 | 31.806449 | No | 92.505923 | 114.271605 | High_spent_Medium_value_payments | 505.112639 | Good | 344 |
29 | Entrepreneur | 16662.535 | 4 | 5 | 19 | 7 | 21 | 17 | 16.17 | 6.0 | Standard | 1384.80 | 22.390210 | Yes | 88.455404 | 59.422101 | Low_spent_Medium_value_payments | 278.576954 | Standard | 130 |
23 | Musician | 36641.860 | 6 | 6 | 15 | 2 | 30 | 17 | 10.23 | 4.0 | Standard | 1467.95 | 37.531407 | Yes | 37.416359 | 93.441921 | High_spent_Small_value_payments | 429.990553 | Standard | 0 |
23 | Manager | 82339.360 | 7 | 3 | 19 | 4 | 9 | 17 | 20.20 | 7.0 | Standard | 1136.96 | 35.624022 | Yes | 180.838338 | 55.649134 | High_spent_Large_value_payments | 697.973862 | Standard | 343 |
26 | Journalist | 31113.360 | 3 | 5 | 7 | 3 | 29 | 10 | 10.46 | 7.0 | Standard | 1151.70 | 31.142142 | Yes | 73.152983 | 123.327625 | Low_spent_Medium_value_payments | 361.597393 | Standard | 0 |
28 | Lawyer | 105565.710 | 7 | 3 | 7 | 0 | 17 | 17 | 15.63 | 7.0 | Standard | 1024.88 | 31.074213 | Yes | 0.000000 | 59.427985 | High_spent_Large_value_payments | 1061.886265 | Good | 120 |
40 | Lawyer | 16259.845 | 3 | 7 | 6 | 4 | 0 | 15 | 1.60 | 0.0 | Good | 1118.03 | 28.526748 | No | 36.084269 | 65.236834 | Low_spent_Small_value_payments | 328.577605 | Good | 387 |
18 | Media_Manager | 79708.890 | 4 | 5 | 17 | 2 | 24 | 19 | 4.01 | 7.0 | Standard | 1262.12 | 30.987860 | NM | 125.399659 | 196.881834 | High_spent_Medium_value_payments | 587.059257 | Standard | 338 |
43 | Lawyer | 28825.730 | 5 | 6 | 19 | 5 | 18 | 20 | 16.21 | 8.0 | Standard | 1310.98 | 34.851380 | Yes | 76.405950 | 43.109172 | High_spent_Medium_value_payments | 395.299295 | Standard | 170 |
45 | Mechanic | 21966803.000 | 4 | 6 | 9 | 2 | 11 | 17 | 10.09 | 11.0 | Standard | 1081.77 | 37.649053 | Yes | 65.173524 | 552.507974 | Low_spent_Small_value_payments | 233.946169 | Standard | 0 |
35 | Scientist | 12421.120 | 7 | 3 | 11 | 4 | 15 | 14 | 1.95 | 3.0 | Standard | 685.18 | 37.826756 | NM | 29.379389 | 0.000000 | Low_spent_Small_value_payments | 277.499975 | Standard | 257 |
34 | Musician | 32808.090 | 3 | 7 | 13 | 1 | 14 | 0 | 1.43 | 1.0 | Standard | 676.54 | 39.362813 | No | 15.688674 | 314.449925 | Low_spent_Small_value_payments | 256.662151 | Standard | 388 |
33 | Musician | 15725.700 | 6 | 9 | 30 | 4 | 48 | 8 | 15.54 | 7.0 | Standard | 1452.16 | 33.815252 | Yes | 38.842875 | 114.230690 | Low_spent_Medium_value_payments | 243.473935 | Poor | 221 |
27 | Writer | 12498.945 | 5 | 3 | 18 | 4 | 20 | 0 | 9.10 | 0.0 | Standard | 695.46 | 24.218972 | No | 30.871491 | 54.297229 | Low_spent_Small_value_payments | 322.189155 | Standard | 370 |
28 | Writer | 68561.310 | 6 | 5 | 12 | 2 | 30 | 15 | 8.72 | 8.0 | Standard | 93.67 | 25.984001 | Yes | 58.021274 | 211.251388 | High_spent_Medium_value_payments | 540.171589 | Standard | 365 |
38 | Architect | 11073.600 | 3 | 3 | 13 | 4 | 10 | 10 | 8.78 | 2.0 | Standard | 1097.02 | 23.817503 | No | 27.757644 | 92.445710 | Low_spent_Small_value_payments | 239.776646 | Standard | 385 |
41 | Musician | 146771.720 | 5 | 4 | 19 | 2 | 5 | 6 | 4.72 | 1.0 | Standard | 48.79 | 40.791668 | No | 194.960034 | 0.000000 | Low_spent_Large_value_payments | 862.624370 | Standard | 355 |
22 | Mechanic | 60159.450 | 4 | 7 | 15 | 0 | 5 | 20 | 8.62 | 4.0 | Standard | 686.05 | 29.610497 | Yes | 0.000000 | 415.747148 | Low_spent_Small_value_payments | 371.781602 | Standard | 301 |
55 | Musician | 28741.710 | 5 | 5 | 9 | 2 | 9 | 3 | 2.86 | 7.0 | Good | 993.17 | 31.352641 | No | 28.028802 | 327.265730 | Low_spent_Small_value_payments | 195.319718 | Good | 329 |
33 | Writer | 33768.350 | 6 | 6 | 10 | 2 | 12 | 9 | 6.23 | 0.0 | Standard | 535.64 | 37.847551 | No | 29.059799 | 105.216111 | High_spent_Medium_value_payments | 422.227006 | Standard | 214 |
34 | Media_Manager | 19593.130 | 7 | 6 | 16 | 0 | 10 | 8 | 18.20 | 4.0 | Standard | 624.41 | 35.907001 | Yes | 0.000000 | 131.487806 | Low_spent_Medium_value_payments | 318.688278 | Standard | 315 |
35 | Musician | 30619.560 | 5 | 7 | 16 | 6 | 9 | 20 | 17.12 | 6.0 | Standard | 711.08 | 40.226783 | Yes | 137.793167 | 0.000000 | Low_spent_Small_value_payments | 111.688210 | Poor | 151 |
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