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ID | Описание | Дата |
---|---|---|
ac1dbf25-ef67-47aa-a5e4-90fe68d57c13 | maximize open-source architectures | 1971-10-18 |
f8d5ad13-fe4d-460a-8bf4-b9b73c7afe17 | revolutionize mission-critical portals | 1991-10-07 |
d79e89f5-bfb2-4bac-9207-d43623af27e4 | strategize integrated users | 1978-01-13 |
5423ae6a-9ef4-446d-bc56-3bcab2cadc1b | synthesize best-of-breed partnerships | 1993-05-14 |
f0dc1532-7f57-499a-8c41-ae6349190408 | syndicate impactful networks | 1981-11-16 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29 | Architect | 147499.600 | 2 | 2 | 12 | 2 | 9 | 0 | 4.21 | 1.0 | Good | 1250.67 | 26.784683 | No | 192.206483 | 396.414442 | Low_spent_Medium_value_payments | 926.742408 | Good | 247 |
15 | Entrepreneur | 61654.840 | 5 | 7 | 9 | 4 | 30 | 14 | 13.87 | 4.0 | Standard | 741.70 | 28.286255 | Yes | 192.626952 | 46.098631 | High_spent_Large_value_payments | 518.864750 | Standard | 153 |
32 | Engineer | 41655.160 | 3 | 4 | 5 | 2 | 29 | 17 | 5.72 | 4.0 | Standard | 1240.64 | 24.928829 | No | 66.912509 | 155.047202 | Low_spent_Small_value_payments | 442.366622 | Standard | 0 |
35 | Media_Manager | 19708.860 | 6 | 4 | 9 | 3 | 30 | 8 | 20.16 | 5.0 | Standard | 390.29 | 27.706043 | Yes | 43.650678 | 81.241020 | Low_spent_Large_value_payments | 288.648802 | Standard | 378 |
42 | Media_Manager | 131908.240 | 4 | 4 | 20 | 0 | 22 | 12 | 6.72 | 4.0 | Standard | 344.86 | 40.957105 | NM | 0.000000 | 656.814993 | Low_spent_Medium_value_payments | 739.420341 | Good | 255 |
26 | Entrepreneur | 9582.025 | 5 | 7 | 7 | 2 | 7 | 13 | 5.49 | 1.0 | Good | 820.12 | 36.111092 | NM | 8.129069 | 41.720894 | Low_spent_Small_value_payments | 342.400246 | Standard | 397 |
34 | Media_Manager | 98646.360 | 5 | 4 | 11 | 2 | 3 | 10 | 10.87 | 3.0 | Good | 559.35 | 38.753504 | No | 150.307280 | 329.697106 | Low_spent_Small_value_payments | 627.048614 | Poor | 298 |
29 | Teacher | 11978.875 | 4 | 6 | 11 | 4 | 15 | 13 | 3.30 | 3.0 | Standard | 411.37 | 34.837788 | No | 38.340962 | 49.125535 | Low_spent_Large_value_payments | 265.057461 | Poor | 303 |
29 | Developer | 33136.350 | 0 | 3 | 12 | 2 | 6 | 2 | 5.34 | 0.0 | Good | 4.64 | 32.709577 | No | 31.923634 | 246.690257 | Low_spent_Large_value_payments | 259.522359 | Good | 397 |
52 | Journalist | 15820.155 | 8 | 7 | 15 | 2 | 29 | 9 | 11.67 | 0.0 | Standard | 1312.49 | 34.940541 | Yes | 21.244552 | 99.306367 | Low_spent_Small_value_payments | 272.783706 | Standard | 385 |
53 | Developer | 10943.535 | 6 | 4 | 8 | 2 | 5 | 18 | 6.88 | 2.0 | Good | 593.95 | 36.031889 | NM | 16.715902 | 33.183968 | Low_spent_Large_value_payments | 313.296254 | Poor | 373 |
53 | Scientist | 21051.145 | 1 | 6 | 8 | 1 | 8 | 0 | 7.38 | 2.0 | Good | 90.30 | 28.508933 | No | 15.495501 | 24.875248 | High_spent_Large_value_payments | 378.755460 | Good | 203 |
23 | Journalist | 78133.600 | 5 | 7 | 17 | 4 | 10 | 8 | 12.88 | 6.0 | Standard | 1055.06 | 33.649490 | Yes | 172.489112 | 654.852308 | Low_spent_Medium_value_payments | 116.271913 | Standard | 175 |
39 | Scientist | 82988.080 | 4 | 4 | 10 | 3 | 31 | 19 | 18.52 | 7.0 | Standard | 1036.93 | 31.377359 | Yes | 182.424921 | 451.937785 | Low_spent_Small_value_payments | 365.704628 | Standard | 222 |
18 | Entrepreneur | 20138.870 | 3 | 5 | 6 | 3 | 23 | 12 | 9.74 | 0.0 | Standard | 13.59 | 39.686992 | Yes | 43.336226 | 136.072301 | Low_spent_Small_value_payments | 263.015390 | Standard | 274 |
22 | Scientist | 43925.880 | 1 | 3 | 7 | 0 | 4 | 6 | 8.84 | 0.0 | Good | 107.51 | 26.630197 | No | 0.000000 | 92.886514 | High_spent_Medium_value_payments | 546.062486 | Good | 232 |
55 | Musician | 89384.910 | 1 | 3 | 10 | 3 | 14 | 8 | 9.54 | 1.0 | Good | 1041.11 | 32.923650 | No | 118.534950 | 320.077963 | Low_spent_Medium_value_payments | 607.261337 | Good | 365 |
51 | Lawyer | 115735.760 | 5 | 7 | 13 | 0 | 22 | 0 | 5.41 | 1.0 | Standard | 1282.88 | 25.758440 | No | 0.000000 | 771.081889 | Low_spent_Large_value_payments | 445.782778 | Good | 198 |
23 | Writer | 61224.330 | 4 | 5 | 12 | 1 | 29 | 12 | 12.65 | 5.0 | Standard | 707.43 | 24.283948 | Yes | 38.309810 | 70.358494 | High_spent_Large_value_payments | 617.534446 | Standard | 200 |
48 | Media_Manager | 121233.510 | 2 | 6 | 8 | 2 | 10 | 9 | 11.54 | 3.0 | Good | 1116.67 | 40.424987 | No | 191.017350 | 274.527033 | High_spent_Medium_value_payments | 823.834867 | Good | 281 |
35 | Doctor | 115104.720 | 5 | 3 | 17 | 3 | 22 | 9 | 15.94 | 8.0 | Standard | 950.44 | 41.662300 | NM | 150.302523 | 543.626539 | Low_spent_Small_value_payments | 535.576937 | Standard | 72 |
31 | Manager | 26305.910 | 4 | 7 | 9 | 2 | 17 | 12 | 7.34 | 4.0 | Standard | 151.95 | 25.986375 | NM | 23.990507 | 29.010543 | High_spent_Medium_value_payments | 391.614867 | Standard | 355 |
50 | Media_Manager | 82929.960 | 1 | 7 | 6 | 1 | 5 | 7 | 0.35 | 2.0 | Good | 735.59 | 32.353691 | No | 68.516869 | 248.815481 | High_spent_Medium_value_payments | 619.950650 | Poor | 301 |
30 | Entrepreneur | 41296.810 | 3 | 6 | 11 | 1 | 24 | 2 | 6.94 | 1.0 | Good | 761.20 | 25.779092 | No | 33.747327 | 70.056737 | High_spent_Large_value_payments | 504.236020 | Poor | 0 |
21 | Media_Manager | 122566.590 | 0 | 7 | 1 | 0 | 13 | 10 | 6.14 | 3.0 | Good | 889.69 | 31.179864 | No | 0.000000 | 1326.512632 | Low_spent_Small_value_payments | 0.000000 | Good | 211 |
19 | Teacher | 39269.970 | 1 | 7 | 1 | 4 | 0 | 8 | 6.32 | 1.0 | Good | 785.78 | 24.422100 | NM | 105.550305 | 0.000000 | Low_spent_Large_value_payments | 210.524554 | Standard | 291 |
29 | Writer | 18949.480 | 0 | 3 | 9 | 2 | 11 | 5 | 3.72 | 4.0 | Good | 1002.97 | 36.934692 | No | 27.257367 | 110.947096 | Low_spent_Small_value_payments | 308.707870 | Good | 327 |
33 | Manager | 36029.250 | 3 | 6 | 12 | 3 | 23 | 11 | 7.99 | 1.0 | Good | 917.17 | 38.739349 | No | 83.182823 | 47.676718 | High_spent_Medium_value_payments | 430.284210 | Standard | 380 |
43 | Teacher | 31061.800 | 5 | 7 | 10 | 4 | 18 | 8 | 6.13 | 8.0 | Standard | 157.62 | 38.296022 | NM | 76.880135 | 111.398717 | Low_spent_Medium_value_payments | 345.169482 | Standard | 208 |
23 | Mechanic | 22157.270 | 6 | 6 | 19 | 4 | 27 | 11 | 14.37 | 8.0 | Standard | 1345.58 | 31.689721 | Yes | 64.041025 | 0.000000 | High_spent_Medium_value_payments | 326.902737 | Standard | 150 |
45 | Architect | 35348.120 | 1 | 5 | 12 | 2 | 6 | 0 | 9.15 | 8.0 | Good | 1316.73 | 39.361413 | No | 32.747967 | 155.148471 | Low_spent_Large_value_payments | 371.171229 | Good | 222 |
45 | Developer | 19012.180 | 4 | 6 | 20 | 3 | 30 | 17 | 19.07 | 8.0 | Standard | 84.05 | 33.520218 | Yes | 42.258176 | 166.514421 | Low_spent_Small_value_payments | 236.062237 | Poor | 259 |
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