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ID | Описание | Дата |
---|---|---|
a561287d-fd81-4419-975f-d15ee6bd0f9a | transition front-end architectures | 1985-09-09 |
2dc25999-dd3d-4ce9-9563-2333189295a8 | aggregate granular synergies | 2011-03-02 |
c21c3c35-b7e1-4f7d-8dec-ce3ef4c5e96d | visualize sticky relationships | 1995-01-25 |
7da912cc-8631-4a7b-be9c-b863fdb85b73 | visualize efficient action-items | 2005-05-08 |
92eda237-5550-4527-8bec-456a1d13de14 | evolve compelling architectures | 1988-07-28 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25 | Journalist | 27865.260 | 4 | 3 | 6 | 1 | 22 | 18 | 19.05 | 5.0 | Standard | 635.59 | 23.954745 | Yes | 17.698443 | 0.000000 | High_spent_Medium_value_payments | 423.986434 | Standard | 366 |
36 | Developer | 39579.600 | 6 | 5 | 10 | 6 | 19 | 13 | 17.69 | 5.0 | Standard | 634.77 | 30.957465 | Yes | 127.940399 | 312.399477 | Low_spent_Small_value_payments | 170.290124 | Poor | 0 |
18 | Engineer | 62956.560 | 8 | 4 | 16 | 5 | 9 | 9 | 6.01 | 5.0 | Standard | 77.34 | 34.586094 | Yes | 135.379593 | 131.507406 | High_spent_Large_value_payments | 487.851001 | Standard | 0 |
36 | Manager | 12332.855 | 7 | 7 | 9 | 4 | 11 | 13 | 13.92 | 4.0 | Standard | 1169.76 | 36.443052 | Yes | 20.650802 | 51.489776 | High_spent_Small_value_payments | 274.533214 | Good | 191 |
55 | Entrepreneur | 69823.720 | 4 | 2 | 3 | 4 | 8 | 1 | 6.97 | 5.0 | Good | 163.11 | 29.404239 | No | 128.574933 | 111.810850 | High_spent_Medium_value_payments | 564.378550 | Standard | 340 |
42 | Mechanic | 129680.280 | 8 | 3 | 5 | 2 | 27 | 18 | 16.65 | 2.0 | Standard | 240.27 | 39.075570 | Yes | 114.165609 | 476.870545 | Low_spent_Medium_value_payments | 753.332845 | Standard | 242 |
18 | Lawyer | 30355.350 | 6 | 3 | 12 | 4 | 25 | 0 | 0.91 | 1.0 | Standard | 1328.41 | 26.970926 | No | 178.770293 | 87.753407 | Low_spent_Small_value_payments | 368.526899 | Standard | 198 |
30 | Architect | 28485.710 | 1 | 6 | 7 | 3 | 5 | 1 | 9.33 | 1.0 | Good | 939.54 | 30.596702 | No | 51.289931 | 70.657630 | High_spent_Medium_value_payments | 368.233356 | Standard | 262 |
31 | Journalist | 17517.550 | 8 | 7 | 4 | 0 | 8 | 17 | 10.07 | 1.0 | Good | 1321.23 | 27.107257 | No | 0.000000 | 59.677716 | Low_spent_Small_value_payments | 359.701867 | Good | 182 |
33 | Doctor | 14917.845 | 1 | 7 | 6 | 2 | 13 | 0 | 0.68 | 9.0 | Good | 609.71 | 23.844102 | No | 17.707816 | 62.402137 | High_spent_Small_value_payments | 332.105422 | Standard | 213 |
18 | Scientist | 33806.550 | 4 | 6 | 8 | 0 | 17 | 21 | 8.00 | 0.0 | Standard | 208.25 | 32.770533 | No | 0.000000 | 234.481535 | Low_spent_Large_value_payments | 302.639715 | Standard | 0 |
33 | Engineer | 92509.380 | 7 | 4 | 12 | 0 | 21 | 12 | 9.92 | 5.0 | Good | 1167.56 | 31.334910 | No | 0.000000 | 327.863804 | High_spent_Medium_value_payments | 709.747696 | Standard | 215 |
32 | Media_Manager | 32187.360 | 4 | 3 | 9 | 4 | 6 | 11 | 1.40 | 7.0 | Good | 366.87 | 30.507200 | No | 106.821939 | 277.716436 | Low_spent_Small_value_payments | 147.789625 | Poor | 329 |
39 | Teacher | 16154.255 | 6 | 3 | 7 | 3 | 9 | 17 | 12.11 | 5.0 | Standard | 1232.63 | 32.273148 | Yes | 24.027842 | 163.814365 | Low_spent_Small_value_payments | 252.776584 | Standard | 212 |
31 | Engineer | 35300.500 | 3 | 5 | 14 | 4 | 14 | 13 | 12.08 | 6.0 | Standard | 404.81 | 31.910548 | Yes | 106.104078 | 292.609728 | Low_spent_Small_value_payments | 188.557028 | Standard | 168 |
43 | Teacher | 115379.640 | 6 | 4 | 9 | 0 | 8 | 11 | 8.97 | 0.0 | Standard | 364.66 | 30.440971 | No | 0.000000 | 379.054466 | Low_spent_Large_value_payments | 863.242534 | Standard | 345 |
38 | Developer | 18746.950 | 4 | 3 | 3 | 1 | 8 | 12 | 11.32 | 0.0 | Good | 1403.55 | 31.853174 | No | 15.565165 | 78.648680 | High_spent_Small_value_payments | 312.510739 | Standard | 273 |
31 | Scientist | 132123.840 | 0 | 2 | 1 | 0 | 10 | 9 | 1.45 | 2.0 | Good | 1445.31 | 34.094651 | NM | 0.000000 | 167.278798 | High_spent_Large_value_payments | 1162.253202 | Standard | 292 |
55 | Teacher | 79642.860 | 2 | 5 | 5 | 3 | 4 | 2 | 4.15 | 1.0 | Good | 911.67 | 32.898488 | No | 172.808916 | 650.277431 | Low_spent_Medium_value_payments | 107.904154 | Good | 362 |
30 | Entrepreneur | 56784.540 | 8 | 5 | 17 | 4 | 12 | 17 | 8.56 | 3.0 | Standard | 234.96 | 32.904179 | No | 146.676729 | 103.218840 | High_spent_Medium_value_payments | 494.908931 | Standard | 199 |
37 | Mechanic | 21578.575 | 1 | 3 | 4 | 1 | 4 | 0 | 6.55 | 4.0 | Good | 881.05 | 23.918858 | NM | 11.614217 | 51.218810 | Low_spent_Medium_value_payments | 367.088432 | Good | 344 |
44 | Teacher | 8787.900 | 8 | 5 | 18 | 5 | 8 | 20 | 13.13 | 9.0 | Standard | 234.47 | 27.358940 | Yes | 23.825375 | 65.213957 | Low_spent_Small_value_payments | 250.093168 | Standard | 166 |
44 | Developer | 14705.900 | 7 | 5 | 19 | 6 | 6 | 19 | 17.91 | 4.0 | Standard | 1190.80 | 30.745313 | NM | 57.893047 | 67.807560 | Low_spent_Medium_value_payments | 302.248560 | Standard | 189 |
34 | Doctor | 49056.090 | 7 | 8 | 19 | 3 | 27 | 20 | 6.29 | 12.0 | Bad | 1336.77 | 31.432173 | Yes | 116.695069 | 263.910777 | Low_spent_Small_value_payments | 334.794904 | Poor | 78 |
21 | Teacher | 19491.840 | 6 | 4 | 17 | 1 | 24 | 16 | 6.63 | 7.0 | Standard | 1158.75 | 38.792087 | Yes | 12.533613 | 109.697856 | High_spent_Small_value_payments | 323.600530 | Standard | 401 |
14 | Engineer | 21642.160 | 8 | 7 | 16 | 3 | 24 | 20 | 5.29 | 6.0 | Standard | 1058.31 | 33.274931 | Yes | 33.058792 | 217.196696 | Low_spent_Small_value_payments | 244.595846 | Standard | 160 |
21 | Media_Manager | 73675.650 | 5 | 4 | 20 | 1 | 6 | 17 | 6.00 | 2.0 | Standard | 56.92 | 34.777397 | Yes | 31.606535 | 92.111442 | High_spent_Medium_value_payments | 733.645773 | Standard | 379 |
26 | Lawyer | 41848.260 | 8 | 7 | 11 | 1 | 16 | 17 | 5.61 | 2.0 | Standard | 616.98 | 24.986175 | No | 31.725746 | 0.000000 | Low_spent_Medium_value_payments | 307.002059 | Standard | 389 |
53 | Media_Manager | 26420.210 | 8 | 3 | 11 | 1 | 26 | 12 | 5.09 | 1.0 | Good | 289.24 | 28.119635 | NM | 14.364049 | 47.426846 | High_spent_Medium_value_payments | 434.477521 | Standard | 0 |
49 | Engineer | 143665.120 | 0 | 4 | 2 | 0 | 2 | 5 | 6.77 | 5.0 | Good | 93.25 | 41.403738 | No | 0.000000 | 695.670651 | High_spent_Small_value_payments | 781.138682 | Poor | 344 |
36 | Teacher | 29969.660 | 8 | 6 | 18 | 1 | 29 | 19 | 11.97 | 5.0 | Standard | 157.07 | 29.551896 | NM | 14.380462 | 58.079653 | High_spent_Large_value_payments | 409.387052 | Standard | 267 |
50 | Musician | 19809.270 | 5 | 5 | 8 | 1 | 2 | 0 | 7.23 | 2.0 | Good | 562.34 | 40.988151 | No | 14.058627 | 64.801976 | Low_spent_Small_value_payments | 382.316647 | Good | 357 |
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