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61d1b86e-361b-4815-bdb0-b682044c7ff8 extend cutting-edge vortals 2024-09-20
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a569c8ca-a5aa-4598-8cea-6cc00ee9693c re-intermediate out-of-the-box functionalities 1983-04-27
e77bb024-1d4b-4239-afab-e6af9bb25bc3 enable revolutionary partnerships 2009-02-21

Water Potability Table

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
32 Mechanic 33386.250 7 5 11 3 29 10 9.97 6.0 Standard 1343.67 29.693282 Yes 77.546125 80.661782 High_spent_Medium_value_payments 376.910843 Standard 171
47 Scientist 86189.580 5 3 12 4 28 0 8.15 8.0 Good 1425.02 33.305050 No 154.973533 170.977860 High_spent_Medium_value_payments 636.795107 Poor 216
36 Developer 110064.330 5 4 5 2 28 19 11.08 1.0 Standard 456.58 38.113553 No 136.940983 222.178641 High_spent_Large_value_payments 790.383126 Standard 267
20 Engineer 14455.150 6 5 19 0 6 17 10.56 4.0 Standard 1028.50 36.429994 Yes 0.000000 106.417127 Low_spent_Small_value_payments 274.842457 Standard 0
44 Teacher 13613.385 7 6 11 0 5 17 15.83 5.0 Standard 506.93 35.383251 Yes 0.000000 143.432994 Low_spent_Small_value_payments 254.411881 Standard 207
45 Scientist 33381.680 8 3 8 5 6 19 17.94 7.0 Standard 1403.84 25.718216 Yes 114.727546 162.103507 Low_spent_Large_value_payments 241.449614 Standard 141
28 Engineer 101586.120 8 7 9 0 13 8 2.28 2.0 Good 597.31 34.179309 No 0.000000 358.488224 Low_spent_Large_value_payments 739.362776 Good 340
36 Accountant 25899.180 8 4 9 3 12 9 9.05 3.0 Standard 69.74 27.454160 Yes 64.202459 91.890486 Low_spent_Large_value_payments 323.933555 Standard 395
28 Lawyer 31429.850 6 5 5 2 20 20 11.03 2.0 Standard 884.18 26.984199 Yes 48.437968 349.290352 Low_spent_Small_value_payments 180.187097 Standard 197
45 Teacher 54876.200 3 4 8 5 15 14 11.01 5.0 Standard 310.47 29.012077 Yes 145.624243 71.102869 High_spent_Medium_value_payments 509.274555 Standard 175
32 Developer 67223.070 3 3 10 2 19 20 16.43 3.0 Standard 312.59 36.465756 No 69.298731 200.584596 Low_spent_Small_value_payments 604.708923 Poor 0
33 Mechanic 43956.230 3 4 4 0 12 7 7.16 2.0 Good 1084.09 29.644022 No 0.000000 0.000000 Low_spent_Large_value_payments 386.169692 Good 363
48 Lawyer 71503.760 3 4 9 3 20 16 7.37 3.0 Standard 1254.71 32.616942 Yes 110.850584 332.149316 Low_spent_Small_value_payments 414.264767 Poor 329
28 Teacher 102910.110 7 6 11 2 28 18 19.10 8.0 Standard 930.24 42.214652 Yes 166.048320 145.971384 High_spent_Medium_value_payments 808.764545 Standard 243
30 Engineer 21803.325 5 4 5 0 6 4 2.37 1.0 Good 1315.10 30.245374 No 0.000000 65.138918 High_spent_Medium_value_payments 361.455457 Standard 264
24 Developer 84127.960 5 4 8 4 22 0 9.81 0.0 Standard 1383.41 36.892272 NM 176.497433 55.228400 High_spent_Large_value_payments 700.240501 Poor 0
30 Lawyer 28793.490 7 5 17 3 25 20 9.01 6.0 Standard 405.99 23.588535 Yes 69.888275 77.528609 High_spent_Small_value_payments 379.528866 Standard 264
25 Developer 10307.970 8 3 13 2 6 11 8.67 10.0 Standard 480.17 21.980430 Yes 11.022190 73.883676 Low_spent_Small_value_payments 267.693883 Standard 0
44 Engineer 15835.495 4 4 5 3 20 19 5.92 0.0 Good 16.42 26.221913 No 30.707565 42.094929 High_spent_Medium_value_payments 287.959964 Good 330
41 Scientist 29346.170 3 3 1 1 16 0 4.38 3.0 Good 718.62 22.370765 No 18.997238 151.707129 High_spent_Small_value_payments 326.147050 Poor 383
22 Accountant 36243.050 4 5 14 3 20 13 8.20 5.0 Standard 1009.33 24.679980 Yes 73.891109 256.288676 Low_spent_Medium_value_payments 273.345632 Standard 222
21 Lawyer 103190.840 7 5 14 1 21 11 0.57 5.0 Standard 780.16 42.382984 No 46.759021 190.706737 High_spent_Large_value_payments 842.557908 Standard 0
34 Architect 17785.930 3 7 1 2 4 9 1.74 6.0 Good 849.81 31.725334 No 14.921847 44.331581 High_spent_Medium_value_payments 359.162655 Standard 310
41 Writer 18485.235 8 4 3 4 12 15 6.33 6.0 Standard 395.45 28.301868 No 52.900964 180.137278 Low_spent_Small_value_payments 203.905383 Standard 273
21 Writer 63861.360 4 6 12 4 13 5 3.91 1.0 Good 1071.97 37.907270 NM 150.259105 195.725624 Low_spent_Large_value_payments 472.793270 Standard 271
42 Musician 40517.810 1 2 2 1 3 11 5.47 0.0 Good 1491.23 28.105327 No 25.059562 305.760111 Low_spent_Medium_value_payments 270.728744 Good 364
45 Journalist 9741.195 7 4 14 2 20 15 19.67 11.0 Standard 582.95 28.840746 Yes 13.376546 53.047063 Low_spent_Small_value_payments 333.353016 Standard 321
26 Accountant 11465.920 7 5 11 0 24 8 10.35 7.0 Standard 1422.93 38.466921 Yes 0.000000 97.513778 Low_spent_Small_value_payments 266.935555 Standard 173
45 Entrepreneur 31104.320 6 5 12 1 8 11 6.80 3.0 Standard 1354.00 26.408706 No 22.687152 144.221811 Low_spent_Large_value_payments 390.193704 Standard 365
31 Journalist 44729.800 5 4 6 0 6 8 0.00 0.0 Good 512.83 34.118753 No 0.000000 0.000000 High_spent_Small_value_payments 430.525354 Standard 308
21 Media_Manager 74913.760 2 4 5 3 8 4 3.57 4.0 Good 558.21 37.552859 No 170.934397 139.657910 High_spent_Large_value_payments 573.789026 Good 204

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