ALTREX project

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Creditworthiness.zip
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Creditworthiness/credit-data-training.xlsx

Sheet1

Credit-Application-Result Account-Balance Duration-of-Credit-Month Payment-Status-of-Previous-Credit Purpose Credit-Amount Value-Savings-Stocks Length-of-current-employment Instalment-per-cent Guarantors Duration-in-Current-address Most-valuable-available-asset Age-years Concurrent-Credits Type-of-apartment No-of-Credits-at-this-Bank Occupation No-of-dependents Telephone Foreign-Worker
Creditworthy Some Balance 4 Paid Up Other 1494 £100-£1000 < 1yr 1 None 2 1 Other Banks/Depts 2 1 1 2 1 2
Creditworthy Some Balance 4 Paid Up Home Related 1494 £100-£1000 < 1yr 1 None 2 1 29 Other Banks/Depts 2 1 1 2 1 2
Creditworthy Some Balance 4 No Problems (in this bank) Home Related 1544 None 1-4 yrs 2 None 1 1 42 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy Some Balance 4 No Problems (in this bank) Home Related 3380 None 1-4 yrs 1 None 1 1 37 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 6 Paid Up Home Related 343 None < 1yr 4 None 1 1 27 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 6 No Problems (in this bank) Home Related 362 < £100 < 1yr 4 None 3 52 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 6 Some Problems Home Related 433 £100-£1000 < 1yr 4 None 2 24 Other Banks/Depts 1 1 1 2 1 1
Creditworthy No Account 6 Paid Up Home Related 454 None < 1yr 3 None 2 22 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 6 Paid Up Home Related 484 None 1-4 yrs 3 Yes 3 1 28 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 6 Paid Up Home Related 660 £100-£1000 1-4 yrs 2 None 4 1 23 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 6 No Problems (in this bank) Home Related 666 £100-£1000 1-4 yrs 3 None 4 1 39 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 6 No Problems (in this bank) Home Related 700 £100-£1000 4-7 yrs 4 None 4 36 Other Banks/Depts 3 More than 1 1 1 1 1
Creditworthy Some Balance 6 Paid Up Home Related 709 £100-£1000 < 1yr 2 None 2 1 27 Other Banks/Depts 2 1 1 1 1 2
Creditworthy No Account 6 No Problems (in this bank) Home Related 932 £100-£1000 1-4 yrs 1 None 2 39 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 6 No Problems (in this bank) Home Related 1047 None < 1yr 2 None 2 50 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 6 Paid Up Home Related 1068 None 4-7 yrs 4 None 3 28 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 6 Paid Up Home Related 1203 < £100 4-7 yrs 3 None 2 43 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 6 No Problems (in this bank) Used car 1221 £100-£1000 < 1yr 1 None 2 27 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 6 Paid Up New car 1236 £100-£1000 < 1yr 2 None 2 50 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 6 Paid Up Home Related 1338 £100-£1000 < 1yr 1 None 4 1 62 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 6 Paid Up Home Related 1346 < £100 4-7 yrs 2 None 4 42 Other Banks/Depts 3 1 1 2 2 1
Creditworthy No Account 6 No Problems (in this bank) Home Related 1361 None < 1yr 2 None 4 1 40 Other Banks/Depts 2 1 1 2 1 2
Creditworthy No Account 6 Paid Up Used car 1374 None < 1yr 1 None 2 1 36 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 6 Paid Up Home Related 1374 £100-£1000 < 1yr 4 None 2 75 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 6 No Problems (in this bank) Home Related 1449 < £100 4-7 yrs 1 None 3 31 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy Some Balance 6 Paid Up Home Related 1538 None < 1yr 1 None 4 56 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 6 Paid Up Used car 1543 £100-£1000 < 1yr 4 None 2 1 33 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 6 No Problems (in this bank) Home Related 1898 £100-£1000 < 1yr 1 None 2 1 34 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy No Account 6 Paid Up Home Related 2063 None < 1yr 4 None 3 30 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 6 Paid Up Home Related 2108 None 1-4 yrs 2 None 2 1 29 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 6 Paid Up Used car 2116 None < 1yr 2 None 2 1 41 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 6 Paid Up Used car 2978 £100-£1000 < 1yr 1 None 3 32 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 6 No Problems (in this bank) Home Related 3676 None < 1yr 1 None 3 1 37 Other Banks/Depts 1 More than 1 1 2 1 1
Non-Creditworthy Some Balance 6 Paid Up Used car 4611 None < 1yr 1 None 2 32 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 6 No Problems (in this bank) Home Related 4716 £100-£1000 < 1yr 1 None 3 1 44 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy Some Balance 6 No Problems (in this bank) Home Related 6761 None 1-4 yrs 1 None 4 45 Other Banks/Depts 2 More than 1 1 2 2 1
Non-Creditworthy No Account 6 Paid Up Home Related 14555 £100-£1000 < 1yr 1 None 2 23 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 6 Paid Up Home Related 14896 None 4-7 yrs 1 None 4 68 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 7 No Problems (in this bank) Home Related 730 £100-£1000 4-7 yrs 4 None 2 46 Other Banks/Depts 1 More than 1 1 1 2 1
Creditworthy Some Balance 7 No Problems (in this bank) Home Related 846 £100-£1000 4-7 yrs 3 None 4 36 Other Banks/Depts 3 1 1 1 1 1
Creditworthy No Account 7 Paid Up Home Related 2576 None < 1yr 2 Yes 2 1 35 Other Banks/Depts 2 1 1 1 1 2
Creditworthy No Account 8 Paid Up Home Related 760 None 1-4 yrs 4 Yes 2 1 44 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 8 Paid Up Home Related 907 None < 1yr 3 None 2 1 26 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 8 No Problems (in this bank) Home Related 1164 None 4-7 yrs 3 None 4 51 Other Banks/Depts 3 More than 1 1 2 2 1
Creditworthy No Account 8 Paid Up Home Related 1414 None < 1yr 4 Yes 2 1 33 Other Banks/Depts 2 1 1 1 1 2
Creditworthy No Account 8 No Problems (in this bank) Home Related 3398 None 1-4 yrs 1 None 4 1 39 Other Banks/Depts 2 More than 1 1 1 1 2
Creditworthy No Account 9 Paid Up Home Related 276 None < 1yr 4 None 4 1 22 Other Banks/Depts 1 1 1 1 1 1
Non-Creditworthy Some Balance 9 Paid Up Home Related 745 None < 1yr 3 None 2 1 28 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 9 No Problems (in this bank) Home Related 936 £100-£1000 4-7 yrs 4 None 3 52 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 9 Paid Up Used car 959 None < 1yr 1 None 3 29 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 9 No Problems (in this bank) Home Related 1138 None < 1yr 4 None 4 1 25 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 9 No Problems (in this bank) Home Related 1154 None 4-7 yrs 2 None 4 1 37 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 9 Paid Up Other 1199 None 1-4 yrs 4 None 4 2 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 9 Paid Up Home Related 1199 None 1-4 yrs 4 None 2 67 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 9 No Problems (in this bank) Home Related 1224 None < 1yr 3 None 1 1 30 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 9 No Problems (in this bank) Home Related 1244 £100-£1000 4-7 yrs 4 None 2 41 Other Banks/Depts 1 More than 1 1 1 1 1
Non-Creditworthy Some Balance 9 Some Problems Home Related 1337 None < 1yr 4 None 3 34 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 9 Paid Up Home Related 1364 None 1-4 yrs 3 None 4 1 59 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 9 Paid Up Used car 1388 None < 1yr 4 None 2 1 26 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 9 Paid Up Home Related 1391 None < 1yr 2 None 1 1 27 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 9 Some Problems Home Related 1437 < £100 1-4 yrs 2 None 4 29 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 9 Paid Up Home Related 1449 None 1-4 yrs 3 None 3 27 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 9 No Problems (in this bank) Home Related 1501 None 4-7 yrs 2 None 3 34 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 9 Paid Up Other 1549 £100-£1000 < 1yr 4 None 2 1 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 9 Paid Up Home Related 1549 £100-£1000 < 1yr 4 None 2 1 35 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 9 Paid Up Home Related 1670 None < 1yr 4 None 3 22 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 9 No Problems (in this bank) Used car 1919 None 1-4 yrs 4 None 3 35 Other Banks/Depts 1 1 1 1 2 1
Creditworthy No Account 9 Paid Up Used car 2030 £100-£1000 1-4 yrs 2 None 3 24 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 9 No Problems (in this bank) Home Related 2134 None < 1yr 4 None 3 48 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 9 No Problems (in this bank) Used car 2406 None < 1yr 2 None 3 31 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 9 Paid Up Home Related 2697 None < 1yr 1 None 2 1 32 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 9 Paid Up Home Related 3195 £100-£1000 < 1yr 1 None 2 1 33 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 9 Some Problems New car 5129 None 4-7 yrs 2 None 4 74 Other Banks/Depts 3 1 1 2 2 1
Creditworthy Some Balance 10 Paid Up Home Related 1225 None < 1yr 2 None 3 37 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 10 Paid Up Home Related 1240 < £100 4-7 yrs 1 None 4 48 Other Banks/Depts 3 1 1 2 1 1
Creditworthy Some Balance 10 Paid Up Used car 1275 None < 1yr 4 None 2 23 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy Some Balance 10 Paid Up Home Related 1309 £100-£1000 < 1yr 4 Yes 2 27 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 10 Paid Up Home Related 1364 None < 1yr 2 None 3 64 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 10 Paid Up Home Related 1546 None < 1yr 3 None 2 1 31 Other Banks/Depts 2 1 1 2 1 2
Creditworthy No Account 10 No Problems (in this bank) Home Related 2241 None < 1yr 1 None 3 1 48 Other Banks/Depts 1 More than 1 1 2 1 2
Creditworthy No Account 10 Paid Up Home Related 2315 None 4-7 yrs 3 None 4 1 52 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 10 Paid Up New car 2901 £100-£1000 < 1yr 1 None 4 1 31 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 10 Paid Up Home Related 3949 None < 1yr 1 Yes 2 37 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 10 Paid Up Home Related 7308 None < 1yr 2 None 4 70 Other Banks/Depts 3 1 1 1 2 1
Creditworthy Some Balance 11 No Problems (in this bank) Home Related 1154 < £100 < 1yr 4 None 4 1 57 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 11 No Problems (in this bank) Home Related 1322 £100-£1000 < 1yr 4 None 3 40 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 11 Paid Up Used car 1577 £100-£1000 < 1yr 4 None 1 1 20 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 11 Paid Up Home Related 2142 £100-£1000 4-7 yrs 1 None 2 1 28 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 11 No Problems (in this bank) Home Related 3939 None < 1yr 1 None 2 1 40 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy No Account 12 Some Problems Home Related 339 None 4-7 yrs 4 None 3 45 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 385 None 1-4 yrs 4 None 3 1 58 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 585 None < 1yr 4 Yes 4 1 20 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 625 None < 1yr 4 Yes 1 1 26 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 639 None < 1yr 4 None 3 30 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Used car 652 None 4-7 yrs 4 None 2 24 Other Banks/Depts 1 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 674 < £100 1-4 yrs 4 None 2 20 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 682 < £100 1-4 yrs 4 None 3 51 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 12 Some Problems Home Related 697 None < 1yr 4 None 3 46 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 701 None < 1yr 4 None 3 32 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 701 None < 1yr 4 None 2 1 40 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Used car 708 None < 1yr 2 Yes 2 38 Other Banks/Depts 2 1 1 2 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 717 None 4-7 yrs 4 None 4 1 52 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy Some Balance 12 Paid Up Home Related 719 None 4-7 yrs 4 None 3 41 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 12 Paid Up Home Related 754 £100-£1000 4-7 yrs 4 None 2 38 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 759 None 1-4 yrs 4 None 2 1 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Used car 763 None < 1yr 4 None 1 1 26 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 12 Paid Up Home Related 766 £100-£1000 < 1yr 4 None 3 1 66 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy Some Balance 12 No Problems (in this bank) Other 797 £100-£1000 4-7 yrs 4 None 3 2 33 Other Banks/Depts 2 1 1 2 1 1
Non-Creditworthy Some Balance 12 No Problems (in this bank) Home Related 797 £100-£1000 4-7 yrs 4 None 2 33 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 12 Paid Up Home Related 841 < £100 1-4 yrs 2 None 4 1 23 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Home Related 886 £100-£1000 < 1yr 4 None 3 21 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 888 None 4-7 yrs 4 None 3 41 Other Banks/Depts 2 1 1 2 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 900 £100-£1000 < 1yr 4 None 3 23 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 902 None 1-4 yrs 4 None 2 21 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 926 None < 1yr 1 None 2 38 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Other 930 £100-£1000 4-7 yrs 4 None 4 1 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 930 £100-£1000 4-7 yrs 4 None 4 1 65 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 958 None 1-4 yrs 2 None 3 1 47 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy No Account 12 Paid Up Used car 983 £100-£1000 < 1yr 1 None 4 1 19 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 996 £100-£1000 1-4 yrs 4 None 4 1 23 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 1037 < £100 1-4 yrs 3 None 4 1 39 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 1103 None 1-4 yrs 4 Yes 3 1 29 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 1107 None < 1yr 2 None 2 1 20 Other Banks/Depts 1 1 1 2 2 1
Non-Creditworthy No Account 12 Some Problems Home Related 1108 None 1-4 yrs 4 None 3 1 28 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy Some Balance 12 Paid Up Used car 1123 £100-£1000 < 1yr 4 None 3 29 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 1158 £100-£1000 < 1yr 3 None 3 26 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 1185 None < 1yr 3 None 2 1 27 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 1200 £100-£1000 < 1yr 4 None 2 23 Other Banks/Depts 1 1 1 1 2 1
Non-Creditworthy No Account 12 Paid Up Home Related 1223 None 4-7 yrs 1 None 1 1 46 Other Banks/Depts 1 More than 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 1228 None < 1yr 4 None 2 1 24 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 1240 £100-£1000 4-7 yrs 4 None 2 1 38 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 12 No Problems (in this bank) Used car 1258 None < 1yr 2 None 2 22 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Home Related 1262 None < 1yr 3 None 3 25 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 1274 None < 1yr 3 None 1 1 37 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Used car 1289 None < 1yr 4 Yes 2 21 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 1318 £100-£1000 4-7 yrs 4 None 4 1 54 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 12 Paid Up Home Related 1330 None < 1yr 4 None 1 1 26 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 12 Paid Up Home Related 1331 None < 1yr 2 None 3 22 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy Some Balance 12 Paid Up Home Related 1386 £100-£1000 < 1yr 2 None 2 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Other 1402 £100-£1000 1-4 yrs 3 None 4 3 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 12 No Problems (in this bank) Used car 1402 £100-£1000 1-4 yrs 3 None 3 37 Other Banks/Depts 1 1 1 1 2 1
Creditworthy No Account 12 No Problems (in this bank) New car 1409 None 4-7 yrs 4 None 3 1 54 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 1424 None 1-4 yrs 4 None 2 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Used car 1424 £100-£1000 4-7 yrs 3 None 4 1 55 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 12 Paid Up Used car 1474 None < 1yr 4 None 2 33 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 12 Paid Up Home Related 1484 £100-£1000 < 1yr 2 None 1 1 25 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 12 Paid Up Home Related 1493 None < 1yr 4 None 3 34 Other Banks/Depts 2 1 1 2 1 1
Creditworthy Some Balance 12 No Problems (in this bank) New car 1503 None < 1yr 4 None 4 1 41 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) New car 1526 None 4-7 yrs 4 None 4 66 Other Banks/Depts 3 More than 1 1 1 1 1
Non-Creditworthy Some Balance 12 No Problems (in this bank) Home Related 1555 £100-£1000 4-7 yrs 4 None 4 55 Other Banks/Depts 3 More than 1 1 2 1 1
Creditworthy No Account 12 Paid Up Used car 1620 None < 1yr 2 Yes 2 30 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Other 1736 None 1-4 yrs 3 None 4 1 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Used car 1736 None 1-4 yrs 3 None 4 1 31 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Used car 1858 None < 1yr 4 None 3 22 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) New car 1860 None < 1yr 4 None 3 34 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 12 Paid Up Home Related 1884 None 4-7 yrs 4 None 3 39 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 12 Paid Up Home Related 1893 None < 1yr 4 Yes 2 29 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 1995 < £100 < 1yr 4 None 3 27 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Home Related 2002 None 1-4 yrs 3 None 2 30 Other Banks/Depts 1 1 1 2 2 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 2012 £100-£1000 1-4 yrs 4 None 3 61 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 2121 None < 1yr 4 None 2 30 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Home Related 2141 < £100 1-4 yrs 3 None 4 35 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Home Related 2171 None < 1yr 2 None 3 29 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 2171 None < 1yr 4 None 2 38 Other Banks/Depts 2 More than 1 1 1 1 2
Non-Creditworthy No Account 12 No Problems (in this bank) Used car 2246 None 4-7 yrs 3 None 2 60 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 2247 None < 1yr 2 None 3 36 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 12 Paid Up Home Related 2279 £100-£1000 < 1yr 4 None 4 37 Other Banks/Depts 3 1 1 1 2 1
Non-Creditworthy Some Balance 12 No Problems (in this bank) Home Related 2292 None < 1yr 4 None 3 42 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 12 Paid Up Used car 2577 None < 1yr 2 None 3 42 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Home Related 2748 None 4-7 yrs 2 None 4 57 Other Banks/Depts 3 More than 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Home Related 2859 £100-£1000 < 1yr 4 None 4 38 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 12 Paid Up Home Related 2930 None 1-4 yrs 2 None 1 1 27 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 12 Paid Up Other 3017 None < 1yr 3 None 1 1 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 12 Paid Up Used car 3017 None < 1yr 3 None 1 1 34 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 12 No Problems (in this bank) Home Related 3124 None < 1yr 1 None 3 1 49 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy Some Balance 12 No Problems (in this bank) Used car 3331 None 4-7 yrs 2 None 2 42 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Home Related 3399 £100-£1000 4-7 yrs 2 None 3 37 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 12 Paid Up Home Related 3527 £100-£1000 < 1yr 2 None 2 45 Other Banks/Depts 2 1 1 2 2 1
Creditworthy Some Balance 12 No Problems (in this bank) Used car 5801 £100-£1000 4-7 yrs 2 None 2 49 Other Banks/Depts 1 1 1 1 2 2
Non-Creditworthy No Account 12 Paid Up Home Related 6468 £100-£1000 < 1yr 2 None 4 52 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 12 Paid Up Home Related 7472 £100-£1000 < 1yr 1 None 2 1 24 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 13 Paid Up Home Related 1409 < £100 < 1yr 2 None 4 1 64 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 14 Paid Up Home Related 1410 £100-£1000 4-7 yrs 1 None 2 1 35 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 14 Paid Up Home Related 8978 None 4-7 yrs 1 None 2 45 Other Banks/Depts 2 1 1 1 2 2
Non-Creditworthy No Account 15 Some Problems Home Related 950 None 4-7 yrs 4 None 3 33 Other Banks/Depts 1 More than 1 1 2 1 1
Creditworthy Some Balance 15 No Problems (in this bank) Used car 960 £100-£1000 1-4 yrs 3 None 2 30 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 15 No Problems (in this bank) Used car 975 None < 1yr 2 None 2 25 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 15 Paid Up New car 1300 £100-£1000 4-7 yrs 4 None 4 45 Other Banks/Depts 3 1 1 2 1 1
Creditworthy No Account 15 Paid Up Home Related 1308 None 4-7 yrs 4 None 3 38 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 15 No Problems (in this bank) Home Related 1360 None < 1yr 4 None 2 31 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 15 Paid Up Home Related 1386 £100-£1000 < 1yr 4 None 2 1 40 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 15 No Problems (in this bank) Home Related 1471 None < 1yr 4 None 4 35 Other Banks/Depts 3 More than 1 1 1 2 1
Non-Creditworthy No Account 15 No Problems (in this bank) Home Related 1512 £100-£1000 < 1yr 3 None 2 61 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 15 No Problems (in this bank) Used car 1520 £100-£1000 4-7 yrs 4 None 2 63 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 15 Some Problems Home Related 1778 None < 1yr 2 None 1 1 26 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy Some Balance 15 No Problems (in this bank) Home Related 1829 None 4-7 yrs 4 None 3 46 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 15 Paid Up Home Related 1905 None 4-7 yrs 4 None 3 40 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 15 Paid Up Used car 2221 £100-£1000 < 1yr 2 None 3 20 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 15 No Problems (in this bank) Home Related 2326 £100-£1000 < 1yr 2 None 3 27 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy Some Balance 15 Paid Up Home Related 2327 None < 1yr 2 None 3 1 25 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 15 Paid Up Home Related 2511 None < 1yr 1 None 3 23 Other Banks/Depts 1 1 1 1 1 1
Non-Creditworthy No Account 15 Paid Up Home Related 2631 < £100 < 1yr 2 None 3 28 Other Banks/Depts 1 More than 1 1 1 2 1
Creditworthy Some Balance 15 Paid Up Home Related 2687 None 1-4 yrs 2 None 2 26 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 15 No Problems (in this bank) Used car 2788 None 1-4 yrs 2 Yes 3 24 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 15 Paid Up Home Related 3186 £100-£1000 1-4 yrs 2 None 3 20 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 15 No Problems (in this bank) Used car 3343 None < 1yr 4 None 4 28 Other Banks/Depts 3 1 1 1 2 1
Creditworthy Some Balance 15 No Problems (in this bank) New car 3594 None < 1yr 1 None 2 46 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 15 Paid Up New car 4657 None < 1yr 3 None 3 30 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 16 No Problems (in this bank) Home Related 2625 None 4-7 yrs 2 Yes 2 43 Other Banks/Depts 1 1 1 1 2 2
Creditworthy No Account 18 Paid Up Home Related 866 None < 1yr 4 Yes 2 1 25 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 1028 None < 1yr 4 None 3 1 36 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 18 No Problems (in this bank) Used car 1049 None < 1yr 4 None 2 21 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 1055 None < 1yr 4 None 2 30 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 1098 None < 1yr 4 None 3 65 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 1149 £100-£1000 < 1yr 4 None 3 1 46 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 18 Paid Up Home Related 1216 None < 1yr 4 None 3 23 Other Banks/Depts 1 1 1 1 2 1
Non-Creditworthy No Account 18 Paid Up Home Related 1217 None < 1yr 4 None 3 1 47 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 18 Paid Up Home Related 1301 None 4-7 yrs 4 Yes 2 1 32 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 18 Paid Up Home Related 1345 None < 1yr 4 None 3 1 26 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 18 Some Problems Home Related 1442 None 1-4 yrs 4 None 4 32 Other Banks/Depts 3 More than 1 1 2 1 1
Creditworthy Some Balance 18 Paid Up Home Related 1453 None < 1yr 3 None 1 1 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 18 Paid Up Home Related 1473 None < 1yr 3 None 4 1 39 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 18 Paid Up Used car 1533 None < 1yr 4 Yes 2 43 Other Banks/Depts 2 1 1 2 1 1
Non-Creditworthy No Account 18 Some Problems Used car 1553 None < 1yr 4 None 3 44 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 1582 £100-£1000 4-7 yrs 4 None 3 46 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 18 No Problems (in this bank) Home Related 1795 None 4-7 yrs 3 Yes 4 1 48 Other Banks/Depts 1 More than 1 1 1 2 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 1800 None < 1yr 4 None 3 24 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy Some Balance 18 No Problems (in this bank) Home Related 1864 < £100 < 1yr 4 None 2 1 30 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 18 No Problems (in this bank) Used car 1928 None < 1yr 2 None 2 1 31 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 18 Paid Up Home Related 1936 £100-£1000 1-4 yrs 2 None 3 23 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy Some Balance 18 Paid Up Home Related 1961 None 4-7 yrs 3 None 3 23 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 18 Paid Up Used car 1984 None < 1yr 4 None 4 47 Other Banks/Depts 3 More than 1 1 1 1 1
Non-Creditworthy No Account 18 Paid Up Used car 2039 None < 1yr 1 None 4 1 20 Other Banks/Depts 1 1 1 1 1 1
Non-Creditworthy Some Balance 18 Paid Up Home Related 2100 None < 1yr 4 Yes 2 1 37 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy Some Balance 18 No Problems (in this bank) Home Related 2169 None < 1yr 4 None 3 28 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 2238 None < 1yr 2 None 3 25 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 18 Paid Up Home Related 2249 < £100 1-4 yrs 4 None 3 30 Other Banks/Depts 2 1 1 2 2 1
Creditworthy Some Balance 18 No Problems (in this bank) Home Related 2404 None < 1yr 2 None 3 26 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 18 Paid Up Used car 2515 None < 1yr 3 None 4 1 43 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 18 Paid Up Home Related 2622 < £100 < 1yr 4 None 3 34 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy Some Balance 18 No Problems (in this bank) Home Related 2775 None 1-4 yrs 2 None 2 31 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy Some Balance 18 Paid Up Used car 2864 None < 1yr 2 None 1 1 34 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 18 No Problems (in this bank) Home Related 2899 £100-£1000 4-7 yrs 4 None 3 43 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 18 Paid Up Home Related 3213 £100-£1000 < 1yr 1 None 3 1 25 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 18 No Problems (in this bank) Home Related 3590 None < 1yr 3 None 3 40 Other Banks/Depts 2 More than 1 1 2 2 1
Creditworthy No Account 18 No Problems (in this bank) Used car 3612 None 4-7 yrs 3 None 2 37 Other Banks/Depts 2 1 1 1 2 2
Creditworthy No Account 18 Paid Up Used car 3650 None < 1yr 1 None 3 22 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 18 No Problems (in this bank) New car 3850 None 1-4 yrs 3 None 3 27 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 18 No Problems (in this bank) Used car 4297 None 4-7 yrs 4 None 4 40 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 18 Paid Up Home Related 4380 < £100 < 1yr 3 None 3 35 Other Banks/Depts 2 1 1 2 2 1
Creditworthy No Account 18 Paid Up Home Related 4439 None 4-7 yrs 1 Yes 1 1 33 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 18 Paid Up Home Related 4594 None < 1yr 3 None 3 32 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 18 No Problems (in this bank) Used car 7374 None < 1yr 4 None 2 40 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 18 Paid Up New car 7511 £100-£1000 4-7 yrs 1 None 2 51 Other Banks/Depts 3 1 1 2 2 1
Creditworthy No Account 20 Paid Up Used car 2212 £100-£1000 1-4 yrs 4 None 3 39 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 20 No Problems (in this bank) Other 2235 None < 1yr 4 Yes 2 2 33 Other Banks/Depts 1 More than 1 1 1 1 2
Non-Creditworthy No Account 20 No Problems (in this bank) Home Related 2235 None < 1yr 4 Yes 2 33 Other Banks/Depts 1 More than 1 1 1 1 2
Creditworthy Some Balance 20 No Problems (in this bank) Home Related 3485 £100-£1000 < 1yr 2 None 4 1 44 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 21 No Problems (in this bank) Home Related 571 None 4-7 yrs 4 None 4 1 65 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 21 Paid Up Home Related 1188 None 4-7 yrs 2 None 2 39 Other Banks/Depts 2 1 1 2 1 1
Creditworthy Some Balance 21 Paid Up Used car 2241 None 4-7 yrs 4 None 2 1 50 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 21 No Problems (in this bank) Used car 2288 None < 1yr 4 None 2 23 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 21 No Problems (in this bank) Home Related 2580 £100-£1000 < 1yr 4 None 2 1 41 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 21 No Problems (in this bank) Used car 2745 £100-£1000 1-4 yrs 3 None 3 32 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 21 Paid Up Home Related 2782 £100-£1000 1-4 yrs 1 None 3 31 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 21 Paid Up Home Related 3160 £100-£1000 4-7 yrs 4 None 2 41 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 21 No Problems (in this bank) New car 3275 None 4-7 yrs 1 None 3 36 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 21 Paid Up Home Related 3357 £100-£1000 < 1yr 4 None 3 29 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 21 Paid Up Used car 3599 None 1-4 yrs 1 None 3 26 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 21 Paid Up Used car 3976 £100-£1000 1-4 yrs 2 None 3 35 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 21 No Problems (in this bank) Home Related 12680 £100-£1000 4-7 yrs 4 None 4 30 Other Banks/Depts 3 1 1 1 2 1
Creditworthy Some Balance 22 Paid Up Home Related 1283 £100-£1000 1-4 yrs 4 None 2 25 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 717 £100-£1000 4-7 yrs 4 None 3 54 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Used car 929 £100-£1000 1-4 yrs 4 None 3 31 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 937 None < 1yr 4 None 3 27 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy Some Balance 24 Paid Up Home Related 947 None 1-4 yrs 4 None 4 38 Other Banks/Depts 3 1 1 2 1 1
Creditworthy Some Balance 24 Paid Up Home Related 999 £100-£1000 4-7 yrs 4 None 3 25 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 24 Some Problems Home Related 1193 None < 1yr 1 Yes 4 29 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy No Account 24 Paid Up Home Related 1201 None < 1yr 4 None 2 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 1231 £100-£1000 4-7 yrs 4 None 2 57 Other Banks/Depts 1 More than 1 1 1 2 1
Non-Creditworthy No Account 24 Paid Up Home Related 1246 None < 1yr 4 None 2 1 23 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Home Related 1249 None < 1yr 4 None 2 1 28 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Home Related 1258 None 1-4 yrs 4 None 1 1 25 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 1258 £100-£1000 < 1yr 3 None 3 57 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1275 £100-£1000 < 1yr 2 None 4 1 36 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 1278 None 4-7 yrs 4 None 1 1 36 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1287 £100-£1000 4-7 yrs 4 None 4 1 37 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 1311 < £100 1-4 yrs 4 None 2 26 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1344 £100-£1000 1-4 yrs 4 None 2 1 37 Other Banks/Depts 2 More than 1 1 2 1 1
Non-Creditworthy No Account 24 Paid Up Home Related 1355 None < 1yr 3 None 3 25 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 24 Some Problems Home Related 1358 £100-£1000 4-7 yrs 4 None 3 40 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 24 Paid Up Home Related 1371 £100-£1000 < 1yr 4 None 4 1 25 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Home Related 1376 £100-£1000 1-4 yrs 4 None 3 28 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Home Related 1377 < £100 4-7 yrs 4 None 4 47 Other Banks/Depts 3 1 1 1 2 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 1382 < £100 1-4 yrs 4 None 1 1 26 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 1393 None < 1yr 2 Yes 2 1 31 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 1413 None < 1yr 4 None 2 28 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 24 Paid Up Home Related 1442 None 1-4 yrs 4 None 3 23 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Home Related 1469 < £100 4-7 yrs 4 None 4 1 41 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1516 £100-£1000 < 1yr 4 None 1 1 43 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 24 Some Problems Home Related 1546 None 1-4 yrs 4 Yes 3 24 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Home Related 1552 None 1-4 yrs 3 None 3 32 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 1553 < £100 1-4 yrs 3 None 2 23 Other Banks/Depts 1 More than 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1597 None 4-7 yrs 4 None 4 54 Other Banks/Depts 3 More than 1 1 2 1 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 1743 None 4-7 yrs 4 None 2 48 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 24 Paid Up Used car 1747 None < 1yr 4 Yes 2 24 Other Banks/Depts 2 1 1 1 1 2
Non-Creditworthy No Account 24 Some Problems Home Related 1837 None 1-4 yrs 4 None 4 34 Other Banks/Depts 3 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1851 None 1-4 yrs 4 Yes 3 33 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 1901 < £100 < 1yr 4 None 3 29 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Used car 1925 None < 1yr 2 None 2 1 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1927 £100-£1000 < 1yr 3 None 3 33 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 24 No Problems (in this bank) Home Related 1935 None 4-7 yrs 4 None 4 1 31 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 1940 £100-£1000 4-7 yrs 4 None 4 1 60 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 1965 £100-£1000 < 1yr 4 None 3 42 Other Banks/Depts 1 More than 1 1 1 2 1
Creditworthy No Account 24 Paid Up Home Related 1967 None 4-7 yrs 4 None 3 20 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 2022 None < 1yr 4 None 3 37 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Used car 2028 None 1-4 yrs 2 None 2 30 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 24 No Problems (in this bank) Used car 2064 None < 1yr 3 None 2 34 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) New car 2197 £100-£1000 1-4 yrs 4 None 3 43 Other Banks/Depts 2 More than 1 1 2 2 1
Creditworthy No Account 24 Some Problems Home Related 2325 < £100 1-4 yrs 2 None 3 32 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) New car 2346 None 1-4 yrs 4 None 3 35 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 24 Paid Up Other 2384 None 4-7 yrs 4 None 4 1 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 24 Paid Up Home Related 2384 None 4-7 yrs 4 None 4 1 64 Other Banks/Depts 1 1 1 1 1 1
Non-Creditworthy No Account 24 Paid Up Home Related 2439 None < 1yr 4 None 4 1 35 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 2463 < £100 1-4 yrs 4 None 2 27 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 2578 £100-£1000 4-7 yrs 2 None 3 34 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up New car 2670 None 4-7 yrs 4 None 3 35 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up New car 2679 None < 1yr 4 None 4 29 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 2684 None < 1yr 4 None 2 1 35 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 2825 £100-£1000 1-4 yrs 4 None 4 34 Other Banks/Depts 2 More than 1 1 2 2 1
Creditworthy No Account 24 Some Problems Used car 2828 £100-£1000 < 1yr 4 None 4 1 22 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Used car 2835 £100-£1000 4-7 yrs 3 None 2 53 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 2872 < £100 4-7 yrs 3 None 4 1 36 Other Banks/Depts 2 1 1 2 2 1
Creditworthy Some Balance 24 Paid Up Used car 2892 None 4-7 yrs 3 None 4 51 Other Banks/Depts 3 1 1 1 1 1
Creditworthy No Account 24 Paid Up Home Related 2896 < £100 < 1yr 2 None 3 29 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 24 Paid Up New car 2910 None 1-4 yrs 2 None 4 34 Other Banks/Depts 3 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 2978 £100-£1000 < 1yr 4 None 4 1 32 Other Banks/Depts 2 More than 1 1 2 2 1
Creditworthy No Account 24 Paid Up Used car 3021 None < 1yr 2 None 2 1 24 Other Banks/Depts 1 1 1 1 1 1
Non-Creditworthy No Account 24 Paid Up Home Related 3092 < £100 < 1yr 3 None 3 22 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 3105 £100-£1000 < 1yr 4 None 3 25 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 24 Some Problems Home Related 3161 None < 1yr 4 None 2 31 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 3235 £100-£1000 4-7 yrs 3 None 3 36 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 24 Some Problems Used car 3349 £100-£1000 < 1yr 4 None 4 30 Other Banks/Depts 3 1 1 2 2 1
Creditworthy Some Balance 24 Paid Up Home Related 3430 £100-£1000 4-7 yrs 3 None 3 31 Other Banks/Depts 2 1 1 2 2 1
Non-Creditworthy No Account 24 Some Problems Used car 3552 None 1-4 yrs 3 None 3 27 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Other 3617 £100-£1000 4-7 yrs 4 Yes 4 4 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Used car 3617 £100-£1000 4-7 yrs 4 Yes 4 20 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy No Account 24 Some Problems New car 3632 None < 1yr 1 Yes 3 22 Other Banks/Depts 1 1 1 1 1 2
Creditworthy Some Balance 24 Paid Up Used car 3749 None < 1yr 2 None 3 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Home Related 3757 None 4-7 yrs 4 Yes 4 62 Other Banks/Depts 3 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) New car 3868 None 4-7 yrs 4 None 3 41 Other Banks/Depts 1 More than 1 1 1 2 1
Creditworthy No Account 24 Paid Up Used car 4020 None < 1yr 2 None 3 27 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) New car 4042 £100-£1000 1-4 yrs 3 None 2 43 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 24 Paid Up New car 4113 £100-£1000 < 1yr 3 None 3 28 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 4139 < £100 < 1yr 3 None 2 27 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Used car 4151 < £100 < 1yr 2 None 2 35 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 24 Some Problems Home Related 4241 None < 1yr 1 None 4 1 36 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 24 Paid Up Used car 4351 £100-£1000 < 1yr 1 None 2 48 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 4526 None < 1yr 3 None 2 1 74 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 24 Paid Up Home Related 4591 £100-£1000 < 1yr 2 None 2 54 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 24 No Problems (in this bank) Used car 4736 None < 1yr 2 None 3 25 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 24 Paid Up Home Related 4817 None 1-4 yrs 2 Yes 2 31 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 24 No Problems (in this bank) Home Related 4870 None < 1yr 3 None 4 53 Other Banks/Depts 3 More than 1 1 2 1 1
Creditworthy Some Balance 24 No Problems (in this bank) Other 5103 None < 1yr 3 None 3 4 Other Banks/Depts 3 More than 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 5103 None < 1yr 3 None 4 47 Other Banks/Depts 3 More than 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up New car 5433 £100-£1000 < 1yr 2 None 2 26 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) Home Related 5507 None 4-7 yrs 3 None 4 44 Other Banks/Depts 3 More than 1 1 1 1 1
Creditworthy Some Balance 24 Paid Up Used car 5511 < £100 < 1yr 4 None 3 25 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 5743 None < 1yr 2 None 4 24 Other Banks/Depts 3 More than 1 1 1 2 1
Creditworthy Some Balance 24 No Problems (in this bank) New car 5804 £100-£1000 < 1yr 4 None 2 1 27 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy Some Balance 24 Paid Up Home Related 5943 £100-£1000 < 1yr 1 None 3 44 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 6403 None < 1yr 1 None 3 33 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 24 No Problems (in this bank) New car 6419 None 4-7 yrs 2 None 4 44 Other Banks/Depts 3 More than 1 1 2 2 1
Creditworthy No Account 24 No Problems (in this bank) New car 6615 None < 1yr 2 None 4 75 Other Banks/Depts 3 More than 1 1 1 2 1
Creditworthy No Account 24 No Problems (in this bank) Home Related 6967 < £100 1-4 yrs 4 None 3 36 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up Home Related 7393 None < 1yr 1 None 2 43 Other Banks/Depts 2 1 1 2 1 1
Non-Creditworthy Some Balance 24 No Problems (in this bank) Home Related 8648 None < 1yr 2 None 3 27 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 24 Paid Up New car 9277 £100-£1000 < 1yr 2 None 4 48 Other Banks/Depts 3 1 1 1 2 1
Non-Creditworthy No Account 24 No Problems (in this bank) Home Related 11938 None < 1yr 2 Yes 3 39 Other Banks/Depts 2 More than 1 1 2 2 1
Non-Creditworthy No Account 24 Paid Up New car 12579 None 4-7 yrs 4 None 4 44 Other Banks/Depts 3 1 1 1 2 1
Creditworthy No Account 26 Paid Up New car 7966 None < 1yr 2 None 3 30 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 27 No Problems (in this bank) Home Related 2520 £100-£1000 < 1yr 4 None 2 23 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy Some Balance 27 Paid Up Home Related 2570 None < 1yr 3 None 3 1 21 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 27 No Problems (in this bank) Home Related 5117 None 1-4 yrs 3 None 3 26 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 27 No Problems (in this bank) New car 5965 None 4-7 yrs 1 None 3 30 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 27 No Problems (in this bank) New car 8613 £100-£1000 < 1yr 2 None 3 27 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 28 No Problems (in this bank) Home Related 2743 None 4-7 yrs 4 None 3 29 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 28 Paid Up Home Related 4006 None < 1yr 3 None 3 45 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 28 Some Problems New car 7824 £100-£1000 < 1yr 3 Yes 4 1 40 Other Banks/Depts 1 More than 1 1 2 2 1
Creditworthy Some Balance 30 Paid Up Other 1867 £100-£1000 4-7 yrs 4 None 4 3 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 30 Paid Up Home Related 1867 £100-£1000 4-7 yrs 4 None 3 58 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 30 No Problems (in this bank) Home Related 1908 None 4-7 yrs 4 None 4 1 66 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 30 No Problems (in this bank) Home Related 1919 < £100 < 1yr 4 None 4 30 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 30 Paid Up Home Related 2150 None < 1yr 4 Yes 4 24 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 30 No Problems (in this bank) Home Related 2181 £100-£1000 4-7 yrs 4 None 4 1 36 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 30 Paid Up Home Related 2333 £100-£1000 4-7 yrs 4 None 3 30 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 30 Paid Up Home Related 2522 None 4-7 yrs 1 Yes 2 39 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 30 Paid Up Home Related 2991 £100-£1000 4-7 yrs 2 None 3 25 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 30 No Problems (in this bank) Home Related 3017 None 4-7 yrs 4 None 2 47 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 30 No Problems (in this bank) Home Related 3077 £100-£1000 4-7 yrs 3 None 3 40 Other Banks/Depts 2 More than 1 1 2 2 1
Creditworthy Some Balance 30 No Problems (in this bank) Home Related 3656 £100-£1000 4-7 yrs 4 None 2 49 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 30 Some Problems Home Related 4221 None < 1yr 2 None 3 28 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 30 No Problems (in this bank) Home Related 4249 None < 1yr 4 None 3 28 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 30 No Problems (in this bank) Home Related 4272 < £100 < 1yr 2 None 2 26 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 30 Some Problems Home Related 4280 < £100 < 1yr 4 None 3 26 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy Some Balance 30 Paid Up New car 4811 £100-£1000 1-4 yrs 2 None 2 24 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 30 No Problems (in this bank) New car 6187 < £100 1-4 yrs 1 None 3 24 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy Some Balance 33 No Problems (in this bank) Home Related 2764 None < 1yr 2 None 3 26 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 33 No Problems (in this bank) Used car 4281 £100-£1000 < 1yr 1 None 3 23 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 33 No Problems (in this bank) New car 7253 None 1-4 yrs 3 None 3 35 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 36 Paid Up Home Related 909 £100-£1000 4-7 yrs 4 None 2 36 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 36 Paid Up Home Related 1842 None < 1yr 4 None 3 34 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 36 No Problems (in this bank) Home Related 2145 None 1-4 yrs 2 None 3 24 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy No Account 36 No Problems (in this bank) Home Related 2225 None 4-7 yrs 4 None 4 57 Other Banks/Depts 3 More than 1 1 1 2 1
Creditworthy No Account 36 Paid Up Home Related 2273 None 1-4 yrs 3 None 3 32 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy Some Balance 36 Paid Up Home Related 2299 £100-£1000 4-7 yrs 4 None 3 39 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 36 Paid Up Home Related 2323 None 1-4 yrs 4 None 3 24 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 36 No Problems (in this bank) Used car 2348 None < 1yr 3 None 2 46 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 36 Paid Up Home Related 2394 £100-£1000 < 1yr 4 None 3 25 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 36 Some Problems Home Related 2613 None < 1yr 4 None 3 27 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 36 Paid Up Home Related 2671 < £100 < 1yr 4 Yes 4 50 Other Banks/Depts 3 1 1 1 1 1
Non-Creditworthy No Account 36 Some Problems Used car 2746 None 4-7 yrs 4 None 3 31 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 36 No Problems (in this bank) Home Related 2820 None < 1yr 4 None 3 27 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 36 No Problems (in this bank) Home Related 2862 < £100 4-7 yrs 4 None 4 30 Other Banks/Depts 3 1 1 1 1 1
Creditworthy Some Balance 36 Paid Up Home Related 3079 £100-£1000 < 1yr 4 None 4 1 36 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 36 No Problems (in this bank) Home Related 3535 None 1-4 yrs 4 None 3 37 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 36 Paid Up Home Related 3595 None 4-7 yrs 4 None 3 28 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 36 Paid Up Used car 3620 None < 1yr 1 Yes 2 37 Other Banks/Depts 2 1 1 2 1 1
Creditworthy No Account 36 Paid Up Home Related 3711 £100-£1000 < 1yr 2 None 3 27 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 36 Some Problems Home Related 3804 None < 1yr 4 None 3 42 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy Some Balance 36 Paid Up Home Related 4210 None < 1yr 4 None 3 26 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 36 No Problems (in this bank) Home Related 4454 None < 1yr 4 None 4 1 34 Other Banks/Depts 2 More than 1 1 1 1 1
Non-Creditworthy No Account 36 No Problems (in this bank) Home Related 4455 None < 1yr 2 None 2 1 30 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 36 Paid Up Home Related 4473 None 4-7 yrs 4 None 3 31 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 36 Paid Up Used car 5179 None 1-4 yrs 4 None 2 29 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 36 Paid Up Home Related 5848 None < 1yr 4 None 3 24 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 36 No Problems (in this bank) Home Related 6887 None < 1yr 4 None 2 29 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 36 Paid Up New car 6948 None < 1yr 2 None 3 35 Other Banks/Depts 1 1 1 1 2 1
Creditworthy No Account 36 No Problems (in this bank) Home Related 7432 None < 1yr 2 None 2 54 Other Banks/Depts 1 1 1 1 1 1
Non-Creditworthy Some Balance 36 No Problems (in this bank) Home Related 7855 None < 1yr 4 None 2 1 25 Other Banks/Depts 2 More than 1 1 1 2 1
Non-Creditworthy Some Balance 36 No Problems (in this bank) Home Related 7980 £100-£1000 < 1yr 4 None 3 27 Other Banks/Depts 1 More than 1 1 1 2 1
Non-Creditworthy No Account 36 No Problems (in this bank) Home Related 8065 None < 1yr 3 None 4 25 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy Some Balance 36 Paid Up New car 8133 None < 1yr 1 None 2 30 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 36 Paid Up New car 8229 None < 1yr 2 None 2 26 Other Banks/Depts 2 1 1 2 1 1
Non-Creditworthy No Account 36 Paid Up Used car 9034 < £100 < 1yr 4 Yes 4 29 Other Banks/Depts 1 1 1 1 2 1
Non-Creditworthy No Account 36 Paid Up New car 9398 None < 1yr 1 None 3 28 Other Banks/Depts 1 1 1 1 2 1
Creditworthy Some Balance 36 No Problems (in this bank) Home Related 9566 None < 1yr 2 None 3 31 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 36 No Problems (in this bank) New car 10477 £100-£1000 4-7 yrs 2 None 4 42 Other Banks/Depts 3 More than 1 1 1 1 1
Non-Creditworthy No Account 36 Paid Up Home Related 12612 < £100 < 1yr 1 None 4 47 Other Banks/Depts 3 1 1 2 2 1
Non-Creditworthy No Account 36 Paid Up Other 14318 None 4-7 yrs 4 None 2 4 57 Other Banks/Depts 3 1 1 1 2 1
Non-Creditworthy No Account 36 Paid Up Home Related 14318 None 4-7 yrs 4 None 4 57 Other Banks/Depts 3 1 1 1 2 1
Creditworthy Some Balance 39 Paid Up New car 2569 £100-£1000 < 1yr 4 None 3 24 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 39 Paid Up New car 8588 < £100 4-7 yrs 4 None 3 45 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 39 No Problems (in this bank) Home Related 11760 < £100 1-4 yrs 2 None 4 32 Other Banks/Depts 1 1 1 1 2 1
Non-Creditworthy No Account 40 No Problems (in this bank) Home Related 5998 None < 1yr 4 None 4 27 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 42 Paid Up Home Related 3965 None < 1yr 4 None 3 34 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 42 No Problems (in this bank) Used car 4041 £100-£1000 < 1yr 4 None 4 1 36 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 42 No Problems (in this bank) Home Related 5954 None 1-4 yrs 2 None 1 1 41 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy Some Balance 42 Paid Up Home Related 7166 £100-£1000 1-4 yrs 2 None 2 29 Other Banks/Depts 1 1 1 1 2 1
Non-Creditworthy No Account 42 Paid Up Home Related 7174 £100-£1000 1-4 yrs 4 None 3 30 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 45 Paid Up Home Related 1845 None < 1yr 4 None 4 23 Other Banks/Depts 3 1 1 1 2 1
Non-Creditworthy No Account 45 Paid Up Home Related 3031 < £100 < 1yr 4 Yes 2 21 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 45 No Problems (in this bank) New car 4576 < £100 < 1yr 3 None 3 27 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 45 Some Problems Home Related 11816 None 4-7 yrs 2 None 3 29 Other Banks/Depts 1 More than 1 1 1 1 1
Creditworthy No Account 47 Paid Up Home Related 10722 None < 1yr 1 None 1 1 35 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 48 No Problems (in this bank) New car 2751 £100-£1000 4-7 yrs 4 None 3 38 Other Banks/Depts 2 More than 1 1 2 2 1
Non-Creditworthy No Account 48 Paid Up Home Related 3060 None 1-4 yrs 4 None 4 1 28 Other Banks/Depts 2 More than 1 1 1 1 1
Creditworthy No Account 48 Some Problems Home Related 3566 < £100 1-4 yrs 4 None 3 30 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 48 No Problems (in this bank) Home Related 3578 £100-£1000 4-7 yrs 4 None 1 1 47 Other Banks/Depts 2 1 1 1 2 1
Creditworthy Some Balance 48 Some Problems Home Related 3609 None < 1yr 1 None 1 1 27 Other Banks/Depts 2 1 1 1 1 1
Non-Creditworthy No Account 48 Paid Up Home Related 3931 None 1-4 yrs 4 None 4 46 Other Banks/Depts 3 1 1 2 1 1
Non-Creditworthy No Account 48 Paid Up Home Related 4308 None < 1yr 3 None 2 24 Other Banks/Depts 1 1 1 1 1 1
Creditworthy No Account 48 Paid Up New car 4788 None 1-4 yrs 4 None 2 26 Other Banks/Depts 2 1 1 2 1 1
Non-Creditworthy Some Balance 48 Paid Up Home Related 4844 None < 1yr 3 None 3 33 Other Banks/Depts 1 1 1 1 2 1
Non-Creditworthy No Account 48 No Problems (in this bank) Used car 5096 None < 1yr 2 None 3 30 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 48 Paid Up Home Related 5951 None < 1yr 2 None 2 1 22 Other Banks/Depts 2 1 1 1 1 1
Creditworthy Some Balance 48 No Problems (in this bank) Home Related 6110 None < 1yr 1 None 4 31 Other Banks/Depts 3 1 1 1 2 1
Non-Creditworthy No Account 48 No Problems (in this bank) New car 6143 None 4-7 yrs 4 None 4 58 Other Banks/Depts 3 More than 1 1 1 1 1
Non-Creditworthy No Account 48 No Problems (in this bank) Home Related 6224 None 4-7 yrs 4 None 4 50 Other Banks/Depts 3 1 1 1 1 1
Creditworthy No Account 48 No Problems (in this bank) Home Related 6681 £100-£1000 < 1yr 4 None 4 38 Other Banks/Depts 3 1 1 2 2 1
Non-Creditworthy No Account 48 Paid Up Home Related 6758 None < 1yr 3 None 3 31 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 48 Some Problems Used car 7119 None < 1yr 3 None 4 53 Other Banks/Depts 3 More than 1 1 2 1 1
Creditworthy Some Balance 48 No Problems (in this bank) Home Related 7238 £100-£1000 4-7 yrs 3 None 3 32 Other Banks/Depts 2 More than 1 1 2 1 1
Creditworthy No Account 48 Paid Up Home Related 7476 None 1-4 yrs 4 None 4 50 Other Banks/Depts 3 1 1 1 2 1
Creditworthy No Account 48 No Problems (in this bank) Home Related 7582 < £100 < 1yr 2 None 4 31 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 48 Some Problems Home Related 7685 None 1-4 yrs 2 Yes 3 37 Other Banks/Depts 1 1 1 1 1 1
Creditworthy Some Balance 48 No Problems (in this bank) New car 8858 £100-£1000 1-4 yrs 2 None 4 35 Other Banks/Depts 3 More than 1 1 1 2 1
Non-Creditworthy No Account 48 Paid Up Used car 9960 None < 1yr 1 None 3 26 Other Banks/Depts 2 1 1 1 2 1
Creditworthy No Account 48 Some Problems Home Related 12169 £100-£1000 < 1yr 4 Yes 4 36 Other Banks/Depts 3 1 1 1 2 1
Creditworthy No Account 48 Some Problems Home Related 12204 £100-£1000 < 1yr 2 None 3 48 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 48 Paid Up Home Related 15672 None < 1yr 2 None 3 23 Other Banks/Depts 2 1 1 1 2 1
Non-Creditworthy No Account 48 Some Problems Home Related 18424 None < 1yr 1 None 2 32 Other Banks/Depts 2 1 1 1 2 2
Non-Creditworthy No Account 60 Paid Up Home Related 6288 None < 1yr 4 None 4 42 Other Banks/Depts 3 1 1 1 1 1
Creditworthy Some Balance 60 Paid Up Home Related 6527 £100-£1000 < 1yr 4 None 4 34 Other Banks/Depts 3 1 1 2 2 1
Non-Creditworthy No Account 60 No Problems (in this bank) Home Related 6836 None 4-7 yrs 3 None 4 63 Other Banks/Depts 2 More than 1 1 1 2 1
Creditworthy No Account 60 No Problems (in this bank) Other 7418 £100-£1000 < 1yr 1 None 1 1 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 60 No Problems (in this bank) Home Related 7418 £100-£1000 < 1yr 1 None 1 1 27 Other Banks/Depts 2 1 1 1 1 1
Creditworthy No Account 60 No Problems (in this bank) Home Related 9157 £100-£1000 < 1yr 2 None 4 27 Other Banks/Depts 3 1 1 1 1 1
Creditworthy Some Balance 60 No Problems (in this bank) Home Related 13756 £100-£1000 4-7 yrs 2 None 4 63 Other Banks/Depts 3 1 1 1 2 1
Non-Creditworthy No Account 60 Paid Up Home Related 14027 None 1-4 yrs 4 None 4 27 Other Banks/Depts 2 1 1 1 2 1

Creditworthiness/customers-to-score.xlsx

Sheet1

Account-Balance Duration-of-Credit-Month Payment-Status-of-Previous-Credit Purpose Credit-Amount Value-Savings-Stocks Length-of-current-employment Instalment-per-cent Guarantors Duration-in-Current-address Most-valuable-available-asset Age-years Concurrent-Credits Type-of-apartment No-of-Credits-at-this-Bank Occupation No-of-dependents Telephone Foreign-Worker
No Account 9 No Problems (in this bank) Home Related 2799 None < 1yr 2 None 2 1 36 Other Banks/Depts 1 More than 1 1 2 1 1
No Account 12 No Problems (in this bank) Home Related 2122 None < 1yr 3 None 2 1 39 Other Banks/Depts 1 More than 1 1 2 1 2
No Account 24 Paid Up Home Related 3758 £100-£1000 < 1yr 1 None 4 4 23 Other Banks/Depts 1 1 1 1 1 1
No Account 11 No Problems (in this bank) Home Related 3905 None < 1yr 2 None 2 1 36 Other Banks/Depts 1 More than 1 1 2 1 1
No Account 6 No Problems (in this bank) Home Related 1957 None 1-4 yrs 1 None 4 3 31 Other Banks/Depts 2 1 1 1 1 1
No Account 6 Paid Up Home Related 2647 £100-£1000 < 1yr 2 None 3 1 44 Other Banks/Depts 1 1 1 2 1 1
No Account 36 No Problems (in this bank) Home Related 2337 None 4-7 yrs 4 None 4 1 36 Other Banks/Depts 2 1 1 1 1 1
Some Balance 11 No Problems (in this bank) Home Related 7228 None < 1yr 1 None 4 2 39 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 36 Paid Up Home Related 2384 None < 1yr 4 None 1 4 33 Other Banks/Depts 1 1 1 1 1 1
No Account 11 No Problems (in this bank) Home Related 4771 None 1-4 yrs 2 None 4 2 51 Other Banks/Depts 2 1 1 1 1 1
Some Balance 15 Paid Up Home Related 3556 £100-£1000 < 1yr 3 None 2 4 29 Other Banks/Depts 2 1 1 1 1 1
Some Balance 42 No Problems (in this bank) New car 4796 None 4-7 yrs 4 None 4 4 56 Other Banks/Depts 3 1 1 1 1 1
Some Balance 36 No Problems (in this bank) Home Related 6614 None 4-7 yrs 4 None 4 3 34 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 15 Paid Up Home Related 1721 None < 1yr 2 None 3 1 36 Other Banks/Depts 2 1 1 1 1 1
No Account 6 No Problems (in this bank) Home Related 860 None 4-7 yrs 1 None 4 4 39 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 No Problems (in this bank) Home Related 1495 None 4-7 yrs 4 None 1 1 38 Other Banks/Depts 2 More than 1 1 2 1 1
Some Balance 12 No Problems (in this bank) Home Related 1934 None 4-7 yrs 2 None 2 4 26 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 18 Paid Up New car 3378 £100-£1000 < 1yr 2 None 1 2 31 Other Banks/Depts 2 1 1 1 2 1
No Account 24 Paid Up Home Related 1755 None 4-7 yrs 4 Yes 4 1 58 Other Banks/Depts 2 1 1 1 2 1
No Account 18 Paid Up Home Related 1239 £100-£1000 < 1yr 4 None 4 4 61 Other Banks/Depts 3 1 1 1 1 1
Some Balance 24 Paid Up Home Related 1474 < £100 < 1yr 4 None 3 1 33 Other Banks/Depts 2 1 1 1 2 1
Some Balance 12 Paid Up Home Related 640 None < 1yr 4 None 2 1 49 Other Banks/Depts 2 1 1 1 1 1
Some Balance 36 Paid Up Home Related 3919 None < 1yr 2 None 2 1 23 Other Banks/Depts 2 1 1 1 2 1
Some Balance 12 No Problems (in this bank) Home Related 2331 £100-£1000 4-7 yrs 1 Yes 4 1 49 Other Banks/Depts 2 1 1 1 2 1
Some Balance 24 Paid Up New car 6313 £100-£1000 4-7 yrs 3 None 4 3 41 Other Banks/Depts 2 1 1 2 2 1
Some Balance 12 No Problems (in this bank) Home Related 1655 None 4-7 yrs 2 None 4 1 63 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 15 Paid Up Home Related 1053 None < 1yr 4 None 2 1 27 Other Banks/Depts 2 1 1 1 1 2
Some Balance 12 No Problems (in this bank) Home Related 1163 £100-£1000 < 1yr 4 None 4 1 44 Other Banks/Depts 2 1 1 1 2 1
Some Balance 36 No Problems (in this bank) Home Related 10875 None 4-7 yrs 2 None 2 3 45 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 12 No Problems (in this bank) Home Related 1344 None < 1yr 4 None 2 1 43 Other Banks/Depts 2 More than 1 1 2 1 1
Some Balance 6 No Problems (in this bank) Home Related 1237 < £100 < 1yr 1 None 1 2 27 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 12 Paid Up Home Related 3077 None < 1yr 2 None 4 3 52 Other Banks/Depts 2 1 1 1 2 1
Some Balance 24 Paid Up Home Related 2284 None 1-4 yrs 4 None 2 3 28 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up Home Related 1567 None < 1yr 1 None 1 3 22 Other Banks/Depts 2 1 1 1 2 1
Some Balance 24 No Problems (in this bank) Home Related 2032 None 4-7 yrs 4 None 4 4 60 Other Banks/Depts 3 More than 1 1 1 2 1
No Account 21 No Problems (in this bank) Home Related 1602 None 4-7 yrs 4 None 3 3 30 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 15 Paid Up Home Related 1979 £100-£1000 4-7 yrs 4 None 2 3 35 Other Banks/Depts 2 1 1 1 1 1
Some Balance 36 No Problems (in this bank) Home Related 3342 £100-£1000 4-7 yrs 4 None 2 3 51 Other Banks/Depts 2 1 1 1 2 1
No Account 18 Paid Up Home Related 5866 < £100 < 1yr 2 None 2 3 30 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 15 No Problems (in this bank) New car 2360 £100-£1000 < 1yr 2 None 2 3 36 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up Home Related 3651 £100-£1000 < 1yr 1 None 3 2 31 Other Banks/Depts 2 1 1 2 1 1
No Account 18 No Problems (in this bank) Used car 6361 None 4-7 yrs 2 None 1 4 41 Other Banks/Depts 2 1 1 1 2 1
Some Balance 27 No Problems (in this bank) Used car 4526 £100-£1000 < 1yr 4 None 2 1 32 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 9 Paid Up Used car 2136 None < 1yr 3 None 2 1 25 Other Banks/Depts 2 1 1 1 1 1
Some Balance 24 No Problems (in this bank) Used car 3777 £100-£1000 < 1yr 4 None 4 1 40 Other Banks/Depts 2 1 1 1 2 1
No Account 15 Paid Up Home Related 806 None < 1yr 4 None 4 2 22 Other Banks/Depts 2 1 1 1 1 1
No Account 24 No Problems (in this bank) Home Related 4712 £100-£1000 < 1yr 4 None 2 2 34 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 No Problems (in this bank) Home Related 1412 None < 1yr 4 Yes 2 1 29 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 24 Paid Up Home Related 1533 None < 1yr 4 None 3 3 38 Other Banks/Depts 2 1 1 1 2 1
No Account 15 Paid Up Home Related 3959 None < 1yr 3 None 2 2 29 Other Banks/Depts 2 1 1 1 2 1
No Account 6 Paid Up Used car 428 None 4-7 yrs 2 None 1 2 49 Other Banks/Depts 2 1 1 1 2 1
No Account 12 No Problems (in this bank) Home Related 2366 £100-£1000 1-4 yrs 3 None 3 3 36 Other Banks/Depts 2 1 1 1 2 1
No Account 18 Paid Up Home Related 6260 None 1-4 yrs 3 None 3 1 28 Other Banks/Depts 1 1 1 1 1 1
Some Balance 24 Paid Up New car 2603 £100-£1000 < 1yr 2 None 4 3 28 Other Banks/Depts 1 1 1 1 2 1
Some Balance 24 Paid Up Used car 3062 £100-£1000 4-7 yrs 4 None 3 4 32 Other Banks/Depts 1 1 1 1 2 1
No Account 36 Paid Up Home Related 4795 None < 1yr 4 None 1 4 30 Other Banks/Depts 2 1 1 1 2 1
Some Balance 36 No Problems (in this bank) New car 5842 None 4-7 yrs 2 None 2 2 35 Other Banks/Depts 2 More than 1 1 2 2 1
Some Balance 15 Paid Up Home Related 1213 £100-£1000 4-7 yrs 4 None 3 2 47 Other Banks/Depts 2 1 1 1 2 1
Some Balance 15 Paid Up Home Related 874 £100-£1000 < 1yr 4 None 1 1 24 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 Paid Up Home Related 1820 None < 1yr 2 None 2 2 30 Other Banks/Depts 2 1 1 1 2 1
Some Balance 24 No Problems (in this bank) Home Related 3148 £100-£1000 < 1yr 3 None 2 3 31 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 36 Paid Up Home Related 3835 £100-£1000 4-7 yrs 2 None 4 1 45 Other Banks/Depts 2 1 1 1 2 1
Some Balance 9 Paid Up Home Related 3832 £100-£1000 4-7 yrs 1 None 4 1 64 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 5084 £100-£1000 4-7 yrs 2 None 4 3 42 Other Banks/Depts 2 1 1 1 2 1
Some Balance 21 Paid Up New car 2476 £100-£1000 4-7 yrs 4 None 4 1 46 Other Banks/Depts 2 1 1 1 2 1
No Account 24 Paid Up New car 2964 £100-£1000 4-7 yrs 4 None 4 4 49 Other Banks/Depts 3 1 1 2 2 1
No Account 12 Paid Up Used car 1262 £100-£1000 4-7 yrs 2 None 4 2 49 Other Banks/Depts 2 1 1 1 2 1
Some Balance 12 Paid Up Home Related 1542 None 1-4 yrs 2 None 4 3 36 Other Banks/Depts 2 1 1 1 2 1
Some Balance 12 Some Problems Home Related 409 £100-£1000 < 1yr 3 None 3 1 42 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 24 Paid Up Home Related 3512 < £100 1-4 yrs 2 None 3 3 38 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 12 Paid Up Home Related 1498 None < 1yr 4 None 1 3 23 Other Banks/Depts 2 1 1 1 1 1
No Account 48 Some Problems Home Related 6416 None 4-7 yrs 4 None 3 4 59 Other Banks/Depts 1 1 1 1 1 1
No Account 12 No Problems (in this bank) Used car 3617 None 4-7 yrs 1 None 4 3 28 Other Banks/Depts 1 More than 1 1 1 2 1
Some Balance 12 No Problems (in this bank) Home Related 1291 None < 1yr 4 None 2 2 35 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 24 Paid Up Used car 3972 None 1-4 yrs 2 None 4 2 25 Other Banks/Depts 1 1 1 1 2 1
Some Balance 15 Paid Up Home Related 392 None < 1yr 4 None 4 2 23 Other Banks/Depts 1 1 1 1 2 1
Some Balance 30 No Problems (in this bank) Home Related 5771 None 1-4 yrs 4 None 2 3 25 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 6 No Problems (in this bank) Home Related 1382 None < 1yr 1 None 1 3 28 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 Paid Up Home Related 1297 None < 1yr 3 None 4 1 23 Other Banks/Depts 1 1 1 1 1 1
Some Balance 12 Paid Up Home Related 1963 None 1-4 yrs 4 None 2 3 31 Other Banks/Depts 1 More than 1 1 2 2 1
No Account 12 No Problems (in this bank) New car 1804 < £100 < 1yr 3 None 4 2 44 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 Paid Up Home Related 1950 None 1-4 yrs 4 None 1 3 34 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 48 No Problems (in this bank) Home Related 12749 £100-£1000 1-4 yrs 4 None 1 3 37 Other Banks/Depts 2 1 1 1 2 1
Some Balance 9 Paid Up Home Related 1236 None < 1yr 1 None 4 1 23 Other Banks/Depts 1 1 1 1 2 1
No Account 30 Some Problems Home Related 8072 £100-£1000 < 1yr 2 None 3 3 25 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 30 No Problems (in this bank) Home Related 2831 None < 1yr 4 None 2 3 33 Other Banks/Depts 2 1 1 1 2 1
Some Balance 36 Paid Up Home Related 5742 < £100 1-4 yrs 2 None 2 3 31 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 Paid Up Home Related 2390 £100-£1000 4-7 yrs 4 None 3 3 50 Other Banks/Depts 2 1 1 1 2 1
Some Balance 21 Paid Up Home Related 2923 < £100 < 1yr 1 None 1 3 28 Other Banks/Depts 2 1 1 1 2 1
No Account 48 Paid Up Home Related 8487 £100-£1000 1-4 yrs 1 None 2 3 24 Other Banks/Depts 2 1 1 1 1 1
Some Balance 24 Paid Up Home Related 2255 £100-£1000 < 1yr 4 None 1 2 54 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 No Problems (in this bank) Used car 1817 None < 1yr 4 None 2 4 28 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 18 Some Problems Home Related 1445 £100-£1000 1-4 yrs 4 None 4 3 49 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Used car 7721 £100-£1000 < 1yr 1 None 2 2 30 Other Banks/Depts 2 1 1 1 2 2
No Account 21 Paid Up Home Related 3763 £100-£1000 1-4 yrs 2 Yes 2 1 24 Other Banks/Depts 2 1 1 1 1 2
No Account 15 Paid Up Home Related 1444 £100-£1000 < 1yr 4 None 1 2 23 Other Banks/Depts 2 1 1 1 1 1
Some Balance 9 Paid Up Home Related 2753 < £100 4-7 yrs 3 Yes 4 3 35 Other Banks/Depts 2 1 1 1 2 1
No Account 24 Some Problems Used car 2483 £100-£1000 < 1yr 4 None 4 1 22 Other Banks/Depts 2 1 1 1 2 1
Some Balance 6 No Problems (in this bank) Home Related 1299 None < 1yr 1 None 1 1 74 Other Banks/Depts 2 More than 1 1 2 1 2
Some Balance 10 Paid Up Home Related 1287 £100-£1000 4-7 yrs 4 Yes 2 2 45 Other Banks/Depts 2 1 1 1 1 2
No Account 18 Some Problems Home Related 1940 None < 1yr 3 Yes 4 4 36 Other Banks/Depts 3 1 1 1 2 1
Some Balance 24 No Problems (in this bank) New car 4679 None 1-4 yrs 3 None 3 3 35 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 18 Paid Up Used car 2659 £100-£1000 < 1yr 4 None 2 3 28 Other Banks/Depts 2 1 1 1 1 1
Some Balance 14 No Problems (in this bank) Home Related 802 None < 1yr 4 None 2 3 27 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 21 Paid Up Home Related 1572 £100-£1000 4-7 yrs 4 None 4 1 36 Other Banks/Depts 2 1 1 1 1 1
Some Balance 6 Some Problems Home Related 426 None 4-7 yrs 4 None 4 3 39 Other Banks/Depts 2 1 1 1 1 1
No Account 30 Paid Up New car 3857 None < 1yr 4 None 4 2 40 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up Home Related 685 None 1-4 yrs 2 None 3 3 25 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 1603 None 4-7 yrs 4 None 4 3 55 Other Banks/Depts 2 1 1 1 1 1
Some Balance 4 Paid Up Used car 601 None < 1yr 1 None 3 1 23 Other Banks/Depts 1 1 1 2 1 1
Some Balance 15 No Problems (in this bank) Home Related 1316 £100-£1000 < 1yr 2 None 2 2 47 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 60 Paid Up Home Related 10366 None 4-7 yrs 2 None 4 2 42 Other Banks/Depts 2 1 1 1 2 1
Some Balance 18 Paid Up Home Related 1568 < £100 < 1yr 3 None 4 2 24 Other Banks/Depts 1 1 1 1 1 1
Some Balance 18 No Problems (in this bank) Home Related 629 £100-£1000 4-7 yrs 4 None 3 2 32 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 6 Some Problems Home Related 1750 £100-£1000 4-7 yrs 2 None 4 2 45 Other Banks/Depts 2 1 1 2 1 1
Some Balance 24 Paid Up New car 3488 < £100 1-4 yrs 3 None 4 3 23 Other Banks/Depts 2 1 1 1 1 1
No Account 15 Paid Up Home Related 2631 < £100 < 1yr 3 None 2 1 25 Other Banks/Depts 2 1 1 1 1 1
Some Balance 21 Paid Up New car 5248 £100-£1000 < 1yr 1 None 3 3 26 Other Banks/Depts 2 1 1 1 1 1
No Account 18 No Problems (in this bank) Home Related 6204 None < 1yr 2 None 4 1 44 Other Banks/Depts 2 1 1 2 2 1
Some Balance 12 Paid Up Home Related 804 None 4-7 yrs 4 None 4 3 38 Other Banks/Depts 2 1 1 1 1 1
No Account 15 No Problems (in this bank) Used car 3643 None 4-7 yrs 1 None 4 2 27 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 10 No Problems (in this bank) Used car 2146 None < 1yr 1 None 3 1 23 Other Banks/Depts 1 More than 1 1 1 1 1
Some Balance 5 Paid Up Home Related 3448 None 1-4 yrs 1 None 4 1 74 Other Banks/Depts 2 1 1 1 1 1
Some Balance 15 Paid Up Used car 2708 None < 1yr 2 None 3 2 27 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 22 Paid Up Home Related 2675 £100-£1000 4-7 yrs 3 None 4 3 40 Other Banks/Depts 2 1 1 1 1 1
No Account 9 Paid Up Home Related 2118 None < 1yr 2 None 2 1 37 Other Banks/Depts 2 1 1 2 1 1
Some Balance 15 Some Problems Home Related 1569 < £100 4-7 yrs 4 None 4 3 34 Other Banks/Depts 2 1 1 2 1 1
Some Balance 36 No Problems (in this bank) Used car 7678 £100-£1000 1-4 yrs 2 None 4 3 40 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 Some Problems Home Related 3447 £100-£1000 < 1yr 4 None 3 1 35 Other Banks/Depts 2 1 1 2 1 1
Some Balance 15 Paid Up Home Related 3568 None 4-7 yrs 4 None 2 3 54 Other Banks/Depts 1 1 1 1 2 1
No Account 21 No Problems (in this bank) Home Related 3652 None 1-4 yrs 2 None 3 2 27 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 24 Paid Up Home Related 3660 None < 1yr 2 None 4 3 28 Other Banks/Depts 2 1 1 1 1 1
Some Balance 9 Paid Up Home Related 1126 < £100 4-7 yrs 2 None 4 1 49 Other Banks/Depts 2 1 1 1 1 1
Some Balance 6 No Problems (in this bank) Home Related 683 None < 1yr 2 None 1 2 29 Other Banks/Depts 2 1 1 1 1 1
Some Balance 12 Paid Up Used car 2251 None < 1yr 1 None 2 3 46 Other Banks/Depts 2 1 1 1 1 1
Some Balance 12 Paid Up New car 4675 £100-£1000 < 1yr 1 None 4 3 20 Other Banks/Depts 1 1 1 1 1 1
No Account 21 No Problems (in this bank) Home Related 2353 None < 1yr 1 None 4 2 47 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 6 Paid Up Home Related 672 None < 1yr 1 None 4 1 54 Other Banks/Depts 2 1 1 1 2 1
No Account 6 No Problems (in this bank) Home Related 338 £100-£1000 4-7 yrs 4 None 4 3 52 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 9 Paid Up Home Related 2507 £100-£1000 4-7 yrs 2 None 4 4 51 Other Banks/Depts 3 1 1 1 1 1
Some Balance 15 No Problems (in this bank) Home Related 1478 None < 1yr 4 None 3 1 33 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 12 No Problems (in this bank) Home Related 3565 £100-£1000 < 1yr 2 None 1 2 37 Other Banks/Depts 2 More than 1 1 2 1 1
Some Balance 9 Paid Up Used car 2301 < £100 < 1yr 2 None 4 2 22 Other Banks/Depts 1 1 1 1 1 1
Some Balance 6 No Problems (in this bank) Home Related 1743 < £100 < 1yr 1 None 2 1 34 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 18 No Problems (in this bank) Home Related 2320 None < 1yr 2 None 3 1 34 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 24 Paid Up Home Related 5152 None 1-4 yrs 4 None 2 3 25 Other Banks/Depts 2 1 1 1 1 1
Some Balance 9 No Problems (in this bank) Home Related 3074 £100-£1000 < 1yr 1 None 2 1 33 Other Banks/Depts 2 More than 1 1 2 1 1
Some Balance 6 Some Problems Home Related 783 £100-£1000 < 1yr 1 Yes 2 1 26 Other Banks/Depts 2 1 1 2 1 1
No Account 21 Paid Up Home Related 2606 None < 1yr 4 None 4 2 28 Other Banks/Depts 1 1 1 1 2 1
Some Balance 54 Some Problems New car 9436 £100-£1000 < 1yr 2 None 2 2 39 Other Banks/Depts 2 1 1 2 1 1
Some Balance 6 No Problems (in this bank) Home Related 250 £100-£1000 < 1yr 2 None 2 1 41 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 6 Paid Up Home Related 662 None < 1yr 3 None 4 1 41 Other Banks/Depts 2 1 1 2 2 1
Some Balance 24 Some Problems Home Related 1559 None 1-4 yrs 4 None 4 3 40 Other Banks/Depts 2 1 1 1 2 1
Some Balance 12 Paid Up Home Related 3016 None < 1yr 3 None 1 3 24 Other Banks/Depts 2 1 1 1 1 1
Some Balance 6 Some Problems Home Related 1204 < £100 < 1yr 4 None 1 4 35 Other Banks/Depts 1 1 1 1 1 2
Some Balance 10 Paid Up Home Related 1597 £100-£1000 < 1yr 3 None 2 4 40 Other Banks/Depts 1 1 1 2 1 2
Some Balance 12 Paid Up Home Related 2073 < £100 < 1yr 4 Yes 2 1 28 Other Banks/Depts 2 1 1 1 1 1
No Account 10 No Problems (in this bank) Used car 2132 £100-£1000 < 1yr 2 Yes 3 1 27 Other Banks/Depts 1 More than 1 1 1 1 2
Some Balance 10 Paid Up Home Related 1418 < £100 < 1yr 3 None 2 1 35 Other Banks/Depts 1 1 1 1 1 2
Some Balance 6 No Problems (in this bank) Home Related 1343 None 4-7 yrs 1 None 4 1 46 Other Banks/Depts 2 More than 1 1 2 1 2
Some Balance 18 Paid Up Home Related 2662 £100-£1000 1-4 yrs 4 None 3 2 32 Other Banks/Depts 2 1 1 1 1 2
Some Balance 18 No Problems (in this bank) Home Related 6070 None 4-7 yrs 3 None 4 3 33 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 6 No Problems (in this bank) Home Related 1554 None 1-4 yrs 1 None 2 3 24 Other Banks/Depts 1 More than 1 1 1 2 1
No Account 9 No Problems (in this bank) Home Related 1288 < £100 4-7 yrs 3 Yes 4 1 48 Other Banks/Depts 2 More than 1 1 2 1 2
No Account 10 No Problems (in this bank) Home Related 1038 None 1-4 yrs 4 Yes 3 2 49 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 10 Paid Up New car 2848 < £100 < 1yr 1 Yes 2 1 32 Other Banks/Depts 2 1 1 2 1 1
Some Balance 12 Paid Up New car 1413 £100-£1000 1-4 yrs 3 None 2 2 55 Other Banks/Depts 2 1 1 1 1 2
Some Balance 18 No Problems (in this bank) New car 3229 £100-£1000 < 1yr 2 None 4 4 38 Other Banks/Depts 2 1 1 1 2 1
Some Balance 9 Paid Up Home Related 3577 < £100 < 1yr 1 Yes 2 1 26 Other Banks/Depts 1 1 1 2 1 2
Some Balance 10 Paid Up Home Related 1924 None < 1yr 1 None 4 2 38 Other Banks/Depts 2 1 1 1 2 2
Some Balance 10 Paid Up Home Related 727 £100-£1000 4-7 yrs 4 None 4 4 46 Other Banks/Depts 3 1 1 1 2 1
Some Balance 10 No Problems (in this bank) Home Related 781 None 4-7 yrs 4 None 4 4 63 Other Banks/Depts 3 More than 1 1 1 2 1
Some Balance 10 No Problems (in this bank) Used car 2069 £100-£1000 < 1yr 2 None 1 3 26 Other Banks/Depts 2 More than 1 1 1 1 2
Some Balance 24 Paid Up Home Related 1525 £100-£1000 1-4 yrs 4 None 3 3 34 Other Banks/Depts 2 1 1 2 2 1
Some Balance 48 No Problems (in this bank) Home Related 7629 £100-£1000 4-7 yrs 4 None 2 3 46 Other Banks/Depts 2 More than 1 1 2 1 1
No Account 12 No Problems (in this bank) Home Related 3499 None < 1yr 3 Yes 2 1 29 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 24 Paid Up New car 2924 None < 1yr 3 Yes 4 4 63 Other Banks/Depts 2 1 1 2 2 1
Some Balance 10 No Problems (in this bank) Home Related 1231 None 4-7 yrs 3 None 4 1 32 Other Banks/Depts 2 More than 1 1 2 1 2
Some Balance 15 No Problems (in this bank) Home Related 5045 £100-£1000 4-7 yrs 1 None 4 3 59 Other Banks/Depts 2 1 1 1 2 1
Some Balance 12 No Problems (in this bank) Home Related 1255 None 4-7 yrs 4 None 4 1 61 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 12 Some Problems Used car 2759 None 4-7 yrs 2 None 4 2 34 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 15 Paid Up Home Related 1403 None < 1yr 2 None 4 3 28 Other Banks/Depts 1 1 1 1 1 1
No Account 24 Paid Up Home Related 6568 None < 1yr 2 None 2 3 21 Other Banks/Depts 2 1 1 1 1 1
No Account 24 No Problems (in this bank) New car 7758 £100-£1000 4-7 yrs 2 None 4 4 29 Other Banks/Depts 1 1 1 1 1 1
Some Balance 21 No Problems (in this bank) Used car 1591 < £100 1-4 yrs 4 None 3 1 34 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 27 Paid Up Home Related 3416 None < 1yr 3 None 2 3 27 Other Banks/Depts 2 1 1 1 1 1
No Account 15 Paid Up Home Related 1514 < £100 < 1yr 4 Yes 2 1 22 Other Banks/Depts 2 1 1 1 1 1
Some Balance 30 No Problems (in this bank) Home Related 6742 £100-£1000 1-4 yrs 2 None 3 2 36 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 9 Paid Up Home Related 458 None < 1yr 4 None 3 1 24 Other Banks/Depts 2 1 1 1 1 1
No Account 9 Paid Up Used car 918 None < 1yr 4 None 1 2 30 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up New car 2812 £100-£1000 4-7 yrs 2 None 4 1 26 Other Banks/Depts 1 1 1 1 1 1
Some Balance 12 No Problems (in this bank) Home Related 1480 £100-£1000 < 1yr 2 None 4 4 66 Other Banks/Depts 3 More than 1 1 1 1 1
No Account 9 Paid Up Home Related 1206 None 4-7 yrs 4 None 4 1 25 Other Banks/Depts 2 1 1 1 1 1
Some Balance 12 Paid Up Home Related 707 None < 1yr 4 None 2 1 30 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 12 Paid Up Home Related 6078 None 1-4 yrs 2 None 2 3 32 Other Banks/Depts 2 1 1 1 1 1
No Account 27 Paid Up Home Related 2528 None < 1yr 4 None 1 2 32 Other Banks/Depts 2 1 1 2 2 1
No Account 6 Paid Up New car 1352 £100-£1000 < 1yr 1 None 2 2 23 Other Banks/Depts 1 1 1 1 2 1
Some Balance 24 Paid Up Home Related 3181 None < 1yr 4 None 4 2 26 Other Banks/Depts 2 1 1 1 2 1
No Account 48 Paid Up Home Related 5381 £100-£1000 < 1yr 3 None 4 4 40 Other Banks/Depts 3 1 1 1 2 1
No Account 18 Paid Up Home Related 1913 £100-£1000 < 1yr 3 None 3 1 36 Other Banks/Depts 2 1 1 1 2 1
Some Balance 12 No Problems (in this bank) Home Related 976 £100-£1000 4-7 yrs 4 None 4 3 35 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 24 No Problems (in this bank) Home Related 2375 £100-£1000 < 1yr 4 None 2 3 44 Other Banks/Depts 2 More than 1 1 2 2 1
Some Balance 12 No Problems (in this bank) Home Related 522 £100-£1000 4-7 yrs 4 None 4 2 42 Other Banks/Depts 2 More than 1 1 2 2 1
Some Balance 18 No Problems (in this bank) Home Related 1169 £100-£1000 < 1yr 4 None 3 2 29 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 15 No Problems (in this bank) Used car 1478 None 4-7 yrs 4 None 4 3 44 Other Banks/Depts 2 More than 1 1 2 2 1
Some Balance 12 Paid Up Home Related 776 None < 1yr 4 None 2 1 28 Other Banks/Depts 2 1 1 1 1 1
No Account 16 No Problems (in this bank) Home Related 1175 None < 1yr 2 None 3 3 68 Other Banks/Depts 3 More than 1 1 1 2 1
Some Balance 12 Paid Up Home Related 2133 £100-£1000 4-7 yrs 4 None 4 4 52 Other Banks/Depts 3 1 1 1 2 1
Some Balance 30 No Problems (in this bank) Home Related 4530 None 1-4 yrs 4 None 4 3 26 Other Banks/Depts 1 1 1 1 2 1
No Account 18 No Problems (in this bank) Home Related 1887 £100-£1000 < 1yr 4 None 4 1 28 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 12 No Problems (in this bank) Home Related 1264 £100-£1000 4-7 yrs 4 None 4 4 57 Other Banks/Depts 1 1 1 1 1 1
Some Balance 15 No Problems (in this bank) Home Related 1532 < £100 < 1yr 4 None 3 3 31 Other Banks/Depts 2 1 1 1 1 1
Some Balance 6 No Problems (in this bank) Home Related 935 None < 1yr 3 None 2 1 24 Other Banks/Depts 2 1 1 1 1 1
No Account 27 No Problems (in this bank) Home Related 2442 None 4-7 yrs 4 None 4 3 43 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 39 No Problems (in this bank) Used car 14179 £100-£1000 1-4 yrs 4 None 4 2 30 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 No Problems (in this bank) Home Related 618 None 4-7 yrs 4 None 4 1 56 Other Banks/Depts 2 1 1 1 1 1
Some Balance 12 Paid Up Used car 1574 None < 1yr 4 None 2 1 50 Other Banks/Depts 2 1 1 1 1 1
Some Balance 36 Paid Up New car 4686 None < 1yr 2 None 2 4 32 Other Banks/Depts 3 1 1 1 2 1
No Account 9 Paid Up Home Related 790 £100-£1000 < 1yr 4 None 3 1 66 Other Banks/Depts 2 1 1 1 1 1
No Account 14 Paid Up Home Related 3973 None < 1yr 1 None 4 4 22 Other Banks/Depts 3 1 1 1 1 1
No Account 20 No Problems (in this bank) Home Related 2629 None < 1yr 2 None 3 3 29 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 18 Paid Up Home Related 1941 £100-£1000 < 1yr 4 None 2 2 35 Other Banks/Depts 2 1 1 1 2 1
No Account 24 No Problems (in this bank) Used car 2333 £100-£1000 < 1yr 4 None 2 2 29 Other Banks/Depts 2 1 1 1 1 1
Some Balance 12 Paid Up New car 2445 £100-£1000 < 1yr 2 None 4 3 26 Other Banks/Depts 1 1 1 1 2 1
No Account 20 Paid Up New car 6468 £100-£1000 < 1yr 1 None 4 1 60 Other Banks/Depts 2 1 1 1 2 1
Some Balance 15 Paid Up New car 3812 < £100 < 1yr 1 None 4 3 23 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up New car 2028 £100-£1000 < 1yr 4 None 2 3 30 Other Banks/Depts 2 1 1 1 1 1
Some Balance 15 Paid Up Home Related 5324 £100-£1000 4-7 yrs 1 None 4 4 35 Other Banks/Depts 3 1 1 1 1 1
Some Balance 12 Paid Up Home Related 1393 None 4-7 yrs 4 None 4 2 47 Other Banks/Depts 2 More than 1 1 2 2 1
Some Balance 36 Paid Up Home Related 7409 £100-£1000 4-7 yrs 3 None 2 2 37 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 15 Paid Up Used car 2186 £100-£1000 1-4 yrs 1 None 4 1 33 Other Banks/Depts 1 1 1 1 1 1
Some Balance 18 Paid Up Used car 3422 None 4-7 yrs 4 None 4 2 47 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 18 Paid Up Home Related 3872 None < 1yr 2 None 4 3 67 Other Banks/Depts 2 1 1 1 2 1
Some Balance 27 Paid Up Home Related 5190 £100-£1000 4-7 yrs 4 None 4 2 48 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 18 Paid Up Used car 3001 None 1-4 yrs 2 None 4 1 40 Other Banks/Depts 1 1 1 1 1 1
Some Balance 24 No Problems (in this bank) Home Related 3863 None < 1yr 1 None 2 4 32 Other Banks/Depts 3 1 1 1 1 1
Some Balance 12 No Problems (in this bank) Used car 1592 £100-£1000 1-4 yrs 3 None 2 2 35 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 No Problems (in this bank) Used car 3780 None < 1yr 3 None 2 3 35 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 Paid Up Home Related 1076 None < 1yr 2 None 2 1 26 Other Banks/Depts 2 1 1 1 2 1
Some Balance 18 Paid Up Home Related 2051 None < 1yr 4 None 1 1 33 Other Banks/Depts 2 1 1 1 1 1
No Account 18 Some Problems Home Related 3104 None 1-4 yrs 3 None 1 2 31 Other Banks/Depts 2 1 1 1 2 1
Some Balance 24 No Problems (in this bank) Home Related 2611 None 4-7 yrs 4 Yes 3 1 46 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 12 Paid Up Home Related 1680 £100-£1000 4-7 yrs 3 None 1 1 35 Other Banks/Depts 2 1 1 1 1 1
Some Balance 6 Paid Up Home Related 1595 None 1-4 yrs 3 None 2 2 51 Other Banks/Depts 2 1 1 2 1 1
Some Balance 24 No Problems (in this bank) Home Related 2058 None < 1yr 4 None 2 1 33 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 24 Paid Up New car 7814 None 1-4 yrs 3 None 3 3 38 Other Banks/Depts 2 1 1 1 2 1
Some Balance 6 No Problems (in this bank) Home Related 1740 None 4-7 yrs 2 None 2 1 30 Other Banks/Depts 1 More than 1 1 1 1 1
Some Balance 24 No Problems (in this bank) New car 6842 £100-£1000 < 1yr 2 None 4 2 46 Other Banks/Depts 2 More than 1 1 2 2 1
Some Balance 24 No Problems (in this bank) Used car 5150 None 4-7 yrs 4 None 4 3 33 Other Banks/Depts 2 1 1 1 2 1
Some Balance 6 No Problems (in this bank) Home Related 2080 £100-£1000 < 1yr 1 None 2 3 24 Other Banks/Depts 2 1 1 1 1 1
No Account 24 No Problems (in this bank) Home Related 3878 < £100 < 1yr 4 None 2 3 37 Other Banks/Depts 2 1 1 1 2 1
Some Balance 36 Paid Up Home Related 1819 None < 1yr 4 None 4 4 37 Other Banks/Depts 3 1 1 1 2 1
Some Balance 36 No Problems (in this bank) Used car 7127 None < 1yr 2 None 4 2 23 Other Banks/Depts 1 More than 1 1 1 2 1
Some Balance 36 Paid Up Used car 3349 None < 1yr 4 None 2 3 28 Other Banks/Depts 2 1 1 1 2 1
Some Balance 36 Paid Up Used car 10974 None < 1yr 4 None 2 3 26 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 6 Paid Up Home Related 518 None < 1yr 3 None 1 1 29 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 Paid Up Home Related 1126 £100-£1000 < 1yr 4 None 2 1 21 Other Banks/Depts 1 1 1 1 2 1
Some Balance 18 Paid Up Home Related 1505 None < 1yr 4 None 2 4 32 Other Banks/Depts 3 1 1 1 2 1
Some Balance 4 No Problems (in this bank) Home Related 1503 None 1-4 yrs 2 None 1 1 42 Other Banks/Depts 2 More than 1 1 2 1 1
Some Balance 12 Paid Up Home Related 1881 None < 1yr 2 None 2 3 44 Other Banks/Depts 1 1 1 1 2 1
No Account 18 No Problems (in this bank) Home Related 1880 None 1-4 yrs 4 None 1 2 32 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 18 Paid Up Home Related 2389 None < 1yr 4 None 1 3 27 Other Banks/Depts 2 1 1 1 1 1
Some Balance 4 No Problems (in this bank) Home Related 1455 None 1-4 yrs 2 None 1 1 42 Other Banks/Depts 2 More than 1 1 2 1 1
No Account 18 Some Problems Used car 3244 None < 1yr 1 None 4 3 33 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 48 Paid Up Home Related 3979 £100-£1000 1-4 yrs 4 None 1 3 41 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 12 Paid Up Used car 1922 None < 1yr 4 None 2 2 37 Other Banks/Depts 2 1 1 1 1 1
No Account 18 No Problems (in this bank) Used car 1295 None < 1yr 4 None 1 2 27 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 30 Paid Up Home Related 1715 £100-£1000 < 1yr 4 None 1 3 26 Other Banks/Depts 2 1 1 1 1 1
Some Balance 10 No Problems (in this bank) Home Related 1347 £100-£1000 1-4 yrs 4 None 2 2 27 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 12 Paid Up Home Related 1007 £100-£1000 < 1yr 4 None 1 1 22 Other Banks/Depts 2 1 1 1 1 1
Some Balance 12 No Problems (in this bank) Home Related 2096 None 1-4 yrs 2 None 3 1 49 Other Banks/Depts 2 1 1 2 1 1
Some Balance 12 Paid Up Home Related 1101 None < 1yr 3 None 2 1 27 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 10 Paid Up Home Related 894 £100-£1000 1-4 yrs 4 None 3 2 40 Other Banks/Depts 2 1 1 1 2 1
No Account 48 Some Problems Home Related 8358 £100-£1000 < 1yr 1 None 1 3 30 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 60 Paid Up Home Related 7408 < £100 < 1yr 4 None 2 2 24 Other Banks/Depts 2 1 1 1 1 1
No Account 36 No Problems (in this bank) Home Related 9857 < £100 1-4 yrs 1 None 3 2 31 Other Banks/Depts 2 More than 1 1 2 2 1
Some Balance 12 No Problems (in this bank) Used car 1935 None 4-7 yrs 4 None 4 1 43 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 48 Paid Up Home Related 10222 £100-£1000 1-4 yrs 4 None 3 3 37 Other Banks/Depts 2 1 1 1 2 1
Some Balance 36 Paid Up Home Related 9055 £100-£1000 < 1yr 2 None 4 4 35 Other Banks/Depts 3 1 1 2 2 1
No Account 30 Some Problems Used car 3496 £100-£1000 < 1yr 4 None 2 3 34 Other Banks/Depts 2 1 1 2 2 1
No Account 36 Paid Up Used car 3446 None 4-7 yrs 4 None 2 3 42 Other Banks/Depts 2 1 1 2 1 1
No Account 12 Paid Up Home Related 684 None < 1yr 4 None 4 3 40 Other Banks/Depts 1 1 1 2 1 1
No Account 24 Paid Up Used car 2359 < £100 < 1yr 1 None 1 2 33 Other Banks/Depts 2 1 1 1 1 1
Some Balance 24 Paid Up Home Related 3621 < £100 4-7 yrs 2 None 4 3 31 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 12 Paid Up Home Related 741 < £100 < 1yr 4 None 3 2 22 Other Banks/Depts 2 1 1 1 1 1
No Account 12 Paid Up Used car 7865 None 4-7 yrs 4 None 4 4 53 Other Banks/Depts 3 1 1 1 2 1
No Account 18 No Problems (in this bank) Home Related 5302 None 4-7 yrs 2 None 4 4 36 Other Banks/Depts 3 More than 1 1 1 2 1
No Account 18 Paid Up Home Related 3509 None 1-4 yrs 4 Yes 1 1 25 Other Banks/Depts 2 1 1 1 1 1
No Account 12 Paid Up Used car 1657 None < 1yr 2 None 2 1 27 Other Banks/Depts 2 1 1 1 1 1
No Account 36 No Problems (in this bank) Used car 6229 None < 1yr 4 Yes 4 4 23 Other Banks/Depts 1 More than 1 1 1 2 1
No Account 30 Some Problems Used car 4583 None < 1yr 2 Yes 2 1 32 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 36 No Problems (in this bank) Used car 5371 None < 1yr 3 Yes 2 2 28 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 36 Paid Up Used car 2712 None 4-7 yrs 2 None 2 2 41 Other Banks/Depts 2 1 1 2 1 1
No Account 6 No Problems (in this bank) Used car 1050 None < 1yr 4 None 1 2 35 Other Banks/Depts 2 More than 1 1 1 2 2
No Account 6 No Problems (in this bank) Home Related 609 None 1-4 yrs 4 None 3 2 37 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 24 Paid Up Used car 3069 < £100 4-7 yrs 4 None 4 4 30 Other Banks/Depts 3 1 1 1 1 1
No Account 12 Paid Up Home Related 836 < £100 < 1yr 4 None 2 2 23 Other Banks/Depts 2 1 1 1 1 1
No Account 15 Paid Up Used car 1845 None < 1yr 4 Yes 1 2 46 Other Banks/Depts 1 1 1 1 1 1
No Account 24 Paid Up New car 6579 None < 1yr 4 None 2 4 29 Other Banks/Depts 3 1 1 1 2 1
No Account 30 Paid Up Used car 3108 None < 1yr 2 None 4 2 31 Other Banks/Depts 2 1 1 1 1 1
Some Balance 24 No Problems (in this bank) Home Related 6314 None < 1yr 4 Yes 2 4 27 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 12 Paid Up Used car 3590 None < 1yr 2 Yes 2 2 29 Other Banks/Depts 2 1 1 2 1 1
No Account 6 No Problems (in this bank) Used car 1872 None < 1yr 4 None 4 4 36 Other Banks/Depts 3 More than 1 1 1 2 1
Some Balance 6 Paid Up Home Related 1238 £100-£1000 < 1yr 4 None 4 2 36 Other Banks/Depts 2 1 1 2 2 1
No Account 12 Paid Up Used car 2578 None < 1yr 3 None 4 4 55 Other Banks/Depts 3 1 1 1 1 1
No Account 15 No Problems (in this bank) Used car 1433 None < 1yr 4 None 3 2 25 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 42 Paid Up Used car 7882 None 1-4 yrs 2 Yes 4 2 45 Other Banks/Depts 3 1 1 2 1 1
No Account 24 Paid Up Used car 4169 None < 1yr 4 None 4 2 28 Other Banks/Depts 2 1 1 1 1 1
No Account 36 Paid Up Used car 3959 None < 1yr 4 None 3 2 30 Other Banks/Depts 2 1 1 1 2 1
No Account 36 Paid Up Home Related 3249 None 1-4 yrs 2 None 4 4 39 Other Banks/Depts 3 1 1 2 2 1
No Account 24 Paid Up Used car 3149 None < 1yr 4 None 1 4 22 Other Banks/Depts 3 1 1 1 1 1
No Account 13 No Problems (in this bank) Home Related 1797 None < 1yr 3 None 1 2 28 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 20 No Problems (in this bank) Used car 4272 None 4-7 yrs 1 None 4 2 24 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 24 No Problems (in this bank) New car 2957 None 4-7 yrs 4 None 4 2 63 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 42 Some Problems Home Related 6289 None < 1yr 2 None 1 2 33 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 36 Paid Up Home Related 15857 None < 1yr 2 Yes 3 3 43 Other Banks/Depts 2 1 1 1 1 1
Some Balance 24 No Problems (in this bank) Home Related 2223 < £100 4-7 yrs 4 None 4 2 52 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 30 No Problems (in this bank) Home Related 2503 < £100 4-7 yrs 4 None 2 2 41 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 6 Paid Up Home Related 368 £100-£1000 4-7 yrs 4 None 4 2 38 Other Banks/Depts 2 1 1 1 1 1
Some Balance 24 No Problems (in this bank) Home Related 2424 £100-£1000 4-7 yrs 4 None 4 2 53 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 18 No Problems (in this bank) Home Related 2427 £100-£1000 4-7 yrs 4 None 2 2 42 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 24 No Problems (in this bank) Home Related 1216 < £100 < 1yr 4 None 4 4 38 Other Banks/Depts 2 More than 1 1 2 1 1
No Account 6 Paid Up Home Related 753 None < 1yr 2 Yes 3 1 64 Other Banks/Depts 2 1 1 1 1 1
No Account 6 Paid Up Home Related 590 None < 1yr 3 None 3 1 26 Other Banks/Depts 2 1 1 1 1 2
No Account 8 No Problems (in this bank) Home Related 713 None 4-7 yrs 4 None 4 1 47 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 12 Paid Up Home Related 1092 None < 1yr 4 Yes 4 1 49 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 7 Paid Up Home Related 2329 None < 1yr 1 Yes 1 1 45 Other Banks/Depts 2 1 1 1 1 1
No Account 13 No Problems (in this bank) Home Related 882 None < 1yr 4 Yes 4 1 23 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 7 Paid Up Home Related 2415 None < 1yr 3 Yes 2 1 34 Other Banks/Depts 2 1 1 1 1 1
No Account 13 Paid Up Home Related 2101 None < 1yr 2 Yes 4 2 23 Other Banks/Depts 2 1 1 1 1 1
No Account 18 Paid Up Home Related 1113 None < 1yr 4 Yes 4 1 26 Other Banks/Depts 2 1 1 2 1 1
Some Balance 6 No Problems (in this bank) Home Related 1323 < £100 4-7 yrs 2 None 4 3 28 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 15 No Problems (in this bank) Home Related 2728 £100-£1000 1-4 yrs 4 Yes 2 1 35 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 10 Some Problems Home Related 1048 None < 1yr 4 None 4 1 23 Other Banks/Depts 2 1 1 1 1 1
No Account 12 Paid Up Home Related 1155 None 4-7 yrs 3 Yes 3 1 40 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 20 No Problems (in this bank) New car 7057 £100-£1000 1-4 yrs 3 None 4 2 36 Other Banks/Depts 1 More than 1 1 2 2 1
No Account 15 No Problems (in this bank) Home Related 1537 £100-£1000 4-7 yrs 4 Yes 4 1 50 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 12 Paid Up Home Related 2214 None < 1yr 4 None 3 2 24 Other Banks/Depts 2 1 1 1 1 1
Some Balance 24 No Problems (in this bank) Used car 1585 None 1-4 yrs 4 None 3 2 40 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 10 Paid Up Used car 1521 None < 1yr 4 None 2 3 31 Other Banks/Depts 2 1 1 1 1 1
No Account 36 Some Problems Home Related 3990 £100-£1000 < 1yr 3 None 2 4 29 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 Paid Up Used car 3049 None < 1yr 1 None 1 2 45 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 1282 < £100 < 1yr 4 None 2 3 32 Other Banks/Depts 2 1 1 1 1 1
Some Balance 60 Paid Up Home Related 10144 < £100 1-4 yrs 2 None 4 1 21 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up Home Related 1168 None < 1yr 4 None 3 1 27 Other Banks/Depts 2 1 1 1 1 1
Some Balance 12 Paid Up Used car 1768 None < 1yr 3 None 2 1 24 Other Banks/Depts 1 1 1 1 1 1
Some Balance 60 No Problems (in this bank) Home Related 15653 None 1-4 yrs 2 None 4 3 21 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 36 Paid Up New car 8335 £100-£1000 4-7 yrs 3 None 4 4 47 Other Banks/Depts 3 1 1 1 1 1
No Account 36 No Problems (in this bank) New car 5800 None < 1yr 3 None 4 3 34 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 18 No Problems (in this bank) Home Related 8471 £100-£1000 < 1yr 1 None 2 3 23 Other Banks/Depts 1 More than 1 1 1 2 1
No Account 30 Paid Up Used car 3622 £100-£1000 4-7 yrs 4 None 4 2 57 Other Banks/Depts 1 More than 1 1 1 2 1
No Account 6 No Problems (in this bank) Home Related 1169 £100-£1000 4-7 yrs 4 None 4 1 67 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 15 Paid Up Home Related 1262 £100-£1000 1-4 yrs 4 None 3 2 36 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 42 No Problems (in this bank) Home Related 3394 None < 1yr 4 Yes 4 3 65 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 36 No Problems (in this bank) Home Related 6304 £100-£1000 4-7 yrs 4 None 4 1 36 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 6 Paid Up Home Related 3518 None < 1yr 2 Yes 3 2 26 Other Banks/Depts 1 1 1 1 1 1
No Account 72 Paid Up Home Related 5595 < £100 < 1yr 2 None 2 3 24 Other Banks/Depts 2 1 1 1 1 1
Some Balance 21 No Problems (in this bank) New car 2993 None < 1yr 3 None 2 1 28 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 36 No Problems (in this bank) New car 8947 £100-£1000 1-4 yrs 3 None 2 3 31 Other Banks/Depts 2 1 1 2 2 1
No Account 18 Paid Up New car 2779 None < 1yr 1 None 3 3 21 Other Banks/Depts 1 1 1 1 2 1
No Account 42 Some Problems New car 9283 None < 1yr 1 None 2 4 55 Other Banks/Depts 3 1 1 1 2 1
Some Balance 15 No Problems (in this bank) New car 3368 £100-£1000 4-7 yrs 3 None 4 4 23 Other Banks/Depts 1 More than 1 1 1 2 1
No Account 36 Paid Up New car 5493 None 4-7 yrs 2 None 4 4 42 Other Banks/Depts 3 1 1 2 1 1
No Account 9 Paid Up Home Related 1082 None 4-7 yrs 4 None 4 3 37 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 20 Some Problems New car 6148 < £100 4-7 yrs 3 None 4 3 31 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 12 Paid Up Home Related 3059 £100-£1000 1-4 yrs 2 None 4 1 61 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Used car 2996 £100-£1000 < 1yr 2 None 4 3 20 Other Banks/Depts 2 1 1 1 1 1
Some Balance 30 No Problems (in this bank) New car 7596 £100-£1000 4-7 yrs 1 None 4 3 63 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 6 Paid Up Used car 1766 None < 1yr 1 None 2 2 21 Other Banks/Depts 1 1 1 1 1 1
No Account 24 Paid Up New car 2760 £100-£1000 4-7 yrs 4 None 4 4 36 Other Banks/Depts 3 1 1 1 2 1
No Account 9 Paid Up Home Related 654 None < 1yr 4 None 3 3 28 Other Banks/Depts 2 1 1 1 1 1
No Account 9 No Problems (in this bank) Home Related 1136 £100-£1000 4-7 yrs 4 None 3 4 32 Other Banks/Depts 3 More than 1 1 2 1 1
No Account 24 No Problems (in this bank) Home Related 1199 None 4-7 yrs 4 None 4 3 60 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 12 Some Problems Home Related 1082 None < 1yr 4 None 4 3 48 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 18 Paid Up Home Related 2600 None < 1yr 4 None 4 4 65 Other Banks/Depts 3 More than 1 1 1 1 1
Some Balance 21 Some Problems Home Related 5003 £100-£1000 < 1yr 1 None 4 2 29 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 24 No Problems (in this bank) Home Related 2538 None 4-7 yrs 4 None 4 3 47 Other Banks/Depts 2 More than 1 1 2 1 1
Some Balance 9 Paid Up Home Related 1478 None 1-4 yrs 4 None 2 3 22 Other Banks/Depts 2 1 1 1 1 1
No Account 39 No Problems (in this bank) Home Related 4933 None 1-4 yrs 2 Yes 2 1 25 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 18 No Problems (in this bank) Home Related 1530 None < 1yr 3 None 2 2 32 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 15 Paid Up Home Related 1275 £100-£1000 < 1yr 4 None 2 3 24 Other Banks/Depts 1 1 1 1 1 1
No Account 24 Paid Up Home Related 1823 None < 1yr 4 None 2 3 30 Other Banks/Depts 2 1 1 2 1 1
No Account 9 Paid Up Home Related 1422 None < 1yr 3 None 2 4 27 Other Banks/Depts 3 1 1 1 2 1
No Account 36 Paid Up Home Related 9271 None 1-4 yrs 2 None 1 3 24 Other Banks/Depts 2 1 1 1 2 1
No Account 6 No Problems (in this bank) Used car 3384 None < 1yr 1 None 4 1 44 Other Banks/Depts 1 1 1 1 2 1
No Account 18 No Problems (in this bank) Home Related 1245 None < 1yr 4 None 2 3 33 Other Banks/Depts 2 1 1 1 1 1
Some Balance 15 Paid Up Home Related 4623 < £100 < 1yr 3 None 2 2 40 Other Banks/Depts 2 1 1 1 2 1
No Account 30 No Problems (in this bank) Used car 8386 None 1-4 yrs 2 None 2 2 49 Other Banks/Depts 2 1 1 1 1 1
No Account 24 No Problems (in this bank) Home Related 1024 None < 1yr 4 None 4 1 48 Other Banks/Depts 2 1 1 1 1 1
No Account 12 Some Problems Home Related 2149 None < 1yr 4 None 1 4 29 Other Banks/Depts 3 1 1 1 1 1
Some Balance 24 Paid Up Home Related 2397 £100-£1000 4-7 yrs 3 None 2 3 35 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 6 Some Problems Home Related 931 < £100 < 1yr 1 None 1 2 32 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Some Problems Used car 6872 None < 1yr 2 None 1 2 55 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up Home Related 795 None < 1yr 4 None 4 2 53 Other Banks/Depts 2 1 1 1 1 1
No Account 36 Some Problems Home Related 1953 None 4-7 yrs 4 None 4 4 61 Other Banks/Depts 3 1 1 1 2 1
Some Balance 21 No Problems (in this bank) Home Related 2319 None < 1yr 2 None 1 3 33 Other Banks/Depts 1 1 1 1 1 1
No Account 24 Paid Up Home Related 915 £100-£1000 4-7 yrs 4 None 2 3 29 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 1381 £100-£1000 < 1yr 4 None 2 2 35 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 1285 £100-£1000 1-4 yrs 4 None 4 4 32 Other Banks/Depts 1 1 1 1 1 1
No Account 18 Paid Up Home Related 1042 £100-£1000 < 1yr 4 None 2 2 33 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 1207 None < 1yr 4 None 4 2 24 Other Banks/Depts 1 1 1 1 1 1
No Account 18 Some Problems Home Related 2278 < £100 < 1yr 3 None 3 3 28 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 24 Paid Up Used car 3345 None 4-7 yrs 4 None 2 2 39 Other Banks/Depts 1 1 1 1 2 1
No Account 6 Some Problems Home Related 1198 None 4-7 yrs 4 None 4 4 35 Other Banks/Depts 3 1 1 1 1 1
Some Balance 18 Paid Up Home Related 1943 None < 1yr 4 None 4 1 23 Other Banks/Depts 2 1 1 1 1 1
No Account 18 Paid Up Home Related 3190 None < 1yr 2 None 2 1 24 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 No Problems (in this bank) Used car 1808 None 1-4 yrs 4 None 1 1 22 Other Banks/Depts 2 1 1 1 1 1
No Account 8 Paid Up Used car 1237 None < 1yr 3 None 4 1 24 Other Banks/Depts 2 1 1 1 1 1
No Account 48 Paid Up Home Related 10961 £100-£1000 1-4 yrs 1 Yes 2 4 27 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 24 Paid Up Home Related 1938 None < 1yr 4 None 3 2 32 Other Banks/Depts 2 1 1 1 1 1
No Account 21 Paid Up Home Related 1835 None < 1yr 3 None 2 1 25 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 24 No Problems (in this bank) Home Related 1659 None < 1yr 4 None 2 3 29 Other Banks/Depts 1 1 1 1 2 1
No Account 6 No Problems (in this bank) Home Related 1209 None < 1yr 4 None 4 2 47 Other Banks/Depts 2 1 1 1 2 1
No Account 48 Some Problems Home Related 3844 < £100 1-4 yrs 4 None 4 4 34 Other Banks/Depts 3 1 1 2 1 1
No Account 12 No Problems (in this bank) Home Related 4843 None 4-7 yrs 3 Yes 4 2 43 Other Banks/Depts 1 More than 1 1 1 2 1
Some Balance 36 No Problems (in this bank) Home Related 4463 None < 1yr 4 None 2 3 26 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 24 Paid Up New car 11560 None < 1yr 1 None 4 3 23 Other Banks/Depts 1 More than 1 1 1 1 1
Some Balance 18 Some Problems Home Related 4165 None < 1yr 2 None 2 3 36 Other Banks/Depts 2 More than 1 1 2 1 1
No Account 24 Paid Up Used car 4057 None 1-4 yrs 3 None 3 3 43 Other Banks/Depts 2 1 1 1 2 1
Some Balance 18 Some Problems Home Related 6458 None 4-7 yrs 2 None 4 4 39 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 36 Paid Up Home Related 1977 £100-£1000 4-7 yrs 4 None 4 4 40 Other Banks/Depts 2 1 1 1 2 1
No Account 24 Paid Up Home Related 11328 None < 1yr 2 Yes 3 3 29 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 60 Some Problems Home Related 14782 < £100 4-7 yrs 3 None 4 4 60 Other Banks/Depts 3 More than 1 1 1 2 1
No Account 12 Some Problems Home Related 626 None < 1yr 4 None 4 1 24 Other Banks/Depts 2 1 1 1 1 1
No Account 36 Paid Up Home Related 2302 None < 1yr 4 None 4 3 31 Other Banks/Depts 1 1 1 1 1 1
No Account 12 Paid Up Home Related 727 < £100 < 1yr 4 None 3 4 33 Other Banks/Depts 2 1 1 1 2 1
Some Balance 48 Paid Up Home Related 3914 £100-£1000 < 1yr 4 None 2 1 38 Other Banks/Depts 2 1 1 1 1 1
No Account 12 Paid Up Home Related 1534 None < 1yr 1 None 1 1 23 Other Banks/Depts 1 1 1 1 1 1
Some Balance 15 No Problems (in this bank) Home Related 1271 £100-£1000 < 1yr 3 None 4 4 39 Other Banks/Depts 3 More than 1 1 1 2 1
No Account 12 Paid Up Home Related 1295 None < 1yr 3 None 1 3 25 Other Banks/Depts 1 1 1 1 1 1
No Account 12 Paid Up Used car 951 < £100 < 1yr 4 None 4 3 27 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 48 Paid Up Home Related 3051 None < 1yr 3 None 4 3 54 Other Banks/Depts 2 1 1 1 1 1
Some Balance 18 Paid Up Home Related 433 None < 1yr 3 Yes 4 1 22 Other Banks/Depts 1 1 1 1 1 1
No Account 30 No Problems (in this bank) Home Related 5234 None < 1yr 4 None 2 3 28 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 9 Paid Up Home Related 1366 None < 1yr 3 None 4 2 22 Other Banks/Depts 1 1 1 1 1 1
No Account 18 Paid Up Used car 2473 None < 1yr 4 None 1 3 25 Other Banks/Depts 2 1 1 1 1 1
No Account 48 Paid Up Home Related 7763 None 4-7 yrs 4 None 4 4 42 Other Banks/Depts 3 1 1 1 1 1
No Account 15 Some Problems Home Related 1264 < £100 < 1yr 2 None 2 2 25 Other Banks/Depts 1 1 1 1 1 1
No Account 48 Paid Up Home Related 6560 < £100 1-4 yrs 3 None 2 2 24 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 3123 None < 1yr 4 None 1 2 27 Other Banks/Depts 2 1 1 1 1 1
No Account 36 No Problems (in this bank) New car 9629 None 1-4 yrs 4 None 4 3 24 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 18 Paid Up Used car 1131 None < 1yr 4 None 2 3 33 Other Banks/Depts 2 1 1 1 1 1
No Account 18 Paid Up New car 12976 None < 1yr 3 None 4 4 38 Other Banks/Depts 3 1 1 1 2 1
No Account 27 Paid Up Home Related 3915 None < 1yr 4 None 2 3 36 Other Banks/Depts 2 1 1 2 2 1
No Account 12 Paid Up Home Related 2579 None < 1yr 4 None 1 1 33 Other Banks/Depts 2 1 1 2 1 1
No Account 18 Paid Up Used car 4153 None < 1yr 2 Yes 3 3 42 Other Banks/Depts 2 1 1 1 1 1
No Account 18 Some Problems Used car 3114 None < 1yr 1 None 4 2 26 Other Banks/Depts 1 1 1 1 1 1
No Account 18 No Problems (in this bank) Used car 2124 None < 1yr 4 None 4 1 24 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 30 Paid Up Used car 2406 None 1-4 yrs 4 None 4 1 23 Other Banks/Depts 1 1 1 1 1 1
No Account 24 No Problems (in this bank) Home Related 1333 None < 1yr 4 None 2 1 43 Other Banks/Depts 3 More than 1 1 2 1 1
No Account 12 No Problems (in this bank) Home Related 691 None 4-7 yrs 4 None 3 2 35 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 42 No Problems (in this bank) Home Related 4370 None 1-4 yrs 3 None 2 2 26 Other Banks/Depts 2 More than 1 1 2 2 1
No Account 24 Some Problems Used car 4110 None 4-7 yrs 3 None 4 4 23 Other Banks/Depts 1 More than 1 1 2 1 1
No Account 18 Paid Up Used car 2462 None < 1yr 2 None 2 3 22 Other Banks/Depts 2 1 1 1 1 1
No Account 12 Paid Up Used car 1282 None < 1yr 2 None 4 3 20 Other Banks/Depts 1 1 1 1 1 1
No Account 12 Some Problems Used car 2969 None < 1yr 4 None 3 2 25 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 48 Some Problems New car 4605 None 4-7 yrs 3 None 4 4 24 Other Banks/Depts 3 More than 1 1 2 1 1
No Account 48 No Problems (in this bank) New car 6331 None 4-7 yrs 4 None 4 4 46 Other Banks/Depts 3 More than 1 1 1 2 1
No Account 27 Some Problems Home Related 5293 None < 1yr 2 None 4 2 50 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 21 No Problems (in this bank) Home Related 3414 None < 1yr 2 None 1 2 26 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 48 Paid Up New car 10297 None 1-4 yrs 4 None 4 4 39 Other Banks/Depts 3 More than 1 1 2 2 1
No Account 48 Some Problems Home Related 14421 None < 1yr 2 None 2 3 25 Other Banks/Depts 2 1 1 1 2 1
No Account 18 No Problems (in this bank) Home Related 1056 None 4-7 yrs 3 Yes 3 1 30 Other Banks/Depts 2 More than 1 1 1 1 1
No Account 12 Paid Up Home Related 1372 None 1-4 yrs 2 None 3 3 36 Other Banks/Depts 2 1 1 1 1 1
No Account 18 No Problems (in this bank) Home Related 884 None 4-7 yrs 4 None 4 3 36 Other Banks/Depts 2 1 1 2 2 1
No Account 36 No Problems (in this bank) Home Related 8086 < £100 4-7 yrs 2 None 4 3 42 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 48 No Problems (in this bank) Home Related 10127 £100-£1000 < 1yr 2 None 2 4 44 Other Banks/Depts 3 1 1 1 1 1
No Account 36 Paid Up Home Related 12389 £100-£1000 < 1yr 1 None 4 4 37 Other Banks/Depts 3 1 1 1 2 1
No Account 12 Paid Up Home Related 709 None 4-7 yrs 4 None 4 1 57 Other Banks/Depts 2 1 1 1 1 1
No Account 15 Some Problems Home Related 6850 < £100 < 1yr 1 None 2 2 34 Other Banks/Depts 2 1 1 2 2 1
Some Balance 10 Paid Up Used car 2210 None < 1yr 2 None 2 1 25 Other Banks/Depts 1 1 1 1 1 1
Some Balance 30 Some Problems New car 7485 £100-£1000 < 1yr 4 None 1 1 53 Other Banks/Depts 2 1 1 1 2 1
No Account 45 No Problems (in this bank) Home Related 4746 None < 1yr 4 None 2 2 24 Other Banks/Depts 2 More than 1 1 1 1 1
Some Balance 12 No Problems (in this bank) Home Related 939 £100-£1000 1-4 yrs 4 None 2 1 28 Other Banks/Depts 2 More than 1 1 1 2 1
Some Balance 48 No Problems (in this bank) New car 11590 < £100 < 1yr 2 None 4 3 24 Other Banks/Depts 1 More than 1 1 1 1 1
Some Balance 12 Some Problems Home Related 609 None < 1yr 4 None 1 1 26 Other Banks/Depts 2 1 1 1 1 1
No Account 18 No Problems (in this bank) Home Related 1190 None < 1yr 2 None 4 4 55 Other Banks/Depts 3 More than 1 1 2 1 1
No Account 21 Paid Up Home Related 2767 < £100 4-7 yrs 4 None 2 3 61 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 30 Paid Up Used car 3441 < £100 < 1yr 2 Yes 4 3 21 Other Banks/Depts 1 1 1 1 1 1
Some Balance 18 Paid Up Home Related 6761 £100-£1000 < 1yr 2 None 4 3 68 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 54 Some Problems Home Related 15945 None < 1yr 3 None 4 4 58 Other Banks/Depts 1 1 1 1 2 1
No Account 24 Paid Up Used car 3234 None < 1yr 4 None 4 1 23 Other Banks/Depts 1 1 1 1 2 1
No Account 15 Paid Up Home Related 802 None 4-7 yrs 4 None 3 3 37 Other Banks/Depts 2 1 1 2 1 1
No Account 21 Some Problems Home Related 1647 £100-£1000 < 1yr 4 None 2 2 40 Other Banks/Depts 2 More than 1 1 2 1 1
No Account 27 Some Problems Home Related 8318 None 4-7 yrs 2 None 4 4 42 Other Banks/Depts 3 More than 1 1 1 2 1
No Account 6 Paid Up Home Related 448 None < 1yr 4 None 4 2 23 Other Banks/Depts 2 1 1 1 1 1
No Account 30 Paid Up Home Related 11998 None < 1yr 1 None 1 4 34 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up Used car 2762 £100-£1000 4-7 yrs 1 None 2 2 25 Other Banks/Depts 2 1 1 1 2 1
No Account 12 Paid Up New car 3386 None 4-7 yrs 3 None 4 4 35 Other Banks/Depts 3 1 1 1 2 1
No Account 24 Paid Up Home Related 2039 None < 1yr 1 None 1 2 22 Other Banks/Depts 2 1 1 1 2 1
No Account 18 Paid Up Home Related 1882 None < 1yr 4 None 4 3 25 Other Banks/Depts 1 More than 1 1 1 1 1
No Account 48 Paid Up Home Related 6999 None 1-4 yrs 1 Yes 1 1 34 Other Banks/Depts 2 More than 1 1 1 2 1
No Account 18 Paid Up Home Related 976 None < 1yr 1 None 2 3 23 Other Banks/Depts 2 1 1 1 1 1
No Account 24 Paid Up Home Related 2718 None < 1yr 3 None 4 2 20 Other Banks/Depts 1 1 1 1 2 1
No Account 18 Paid Up Home Related 750 None < 1yr 4 None 1 1 27 Other Banks/Depts 2 1 1 1 1 1
No Account 18 No Problems (in this bank) Home Related 3966 None 4-7 yrs 1 None 4 1 33 Other Banks/Depts 1 More than 1 1 1 2 1
No Account 12 Some Problems Home Related 6199 None < 1yr 4 None 2 2 28 Other Banks/Depts 1 More than 1 1 1 2 1
No Account 24 Paid Up Home Related 1987 None < 1yr 2 None 4 1 21 Other Banks/Depts 1 1 1 2 1 1
No Account 24 Paid Up Home Related 2303 None 4-7 yrs 4 Yes 1 1 45 Other Banks/Depts 2 1 1 1 1 1
No Account 30 Paid Up Used car 6350 £100-£1000 4-7 yrs 4 None 4 2 31 Other Banks/Depts 2 1 1 1 1 1

Creditworthiness/project-template.zip

project-template.yxmd

Data Exploration Note: There should be 7 fields to be removed. For the sake of getting the ideal results in this project, do not change the data type for any of the fields. Filtering and Sampling Modeling 70 30 1 credit-data-training.xlsx|`Sheet1$` False credit-data-training.xlsx Table=`Sheet1$` logit False 1x 500 False 3 False 100 10 5 True 100 True 5.50 5.50 False 13.00 14.95 1x 10 False Auto False True True False False 20 7 False False True True False 10 20 Default True False True True True 5.50 5.50 False 13.00 14.95 1x 8 False True 5.50 5.50 False 13.00 14.95 1x 10 False False 2.5 False True True False False 4 False False True False False 4000 True 5 1 False 50.0 False 50.0 0.0020 1 10 1 True 5.50 5.50 False 13.00 14.95 1x 10 Horizontal project-template

Creditworthiness/submissiontemplate-3 (1).docx

Project: Creditworthiness

Complete each section. When you are ready, save your file as a PDF document and submit it here: https://classroom.udacity.com/nanodegrees/nd008/parts/11a7bf4c-2b69-47f3-9aec-108ce847f855/project

Step 1: Business and Data Understanding

Provide an explanation of the key decisions that need to be made. (250 word limit)

Key Decisions:

Answer these questions

· What decisions needs to be made?

· What data is needed to inform those decisions?

· What kind of model (Continuous, Binary, Non-Binary, Time-Series) do we need to use to help make these decisions?

Step 2: Building the Training Set

Build your training set given the data provided to you. The data has been cleaned up for you already so you shouldn’t need to convert any data fields to the appropriate data types.

Here are some guidelines to help guide your data cleanup:

· For numerical data fields, are there any fields that highly-correlate with each other? The correlation should be at least .70 to be considered “high”.

· Are there any missing data for each of the data fields? Fields with a lot of missing data should be removed

· Are there only a few values in a subset of your data field? Does the data field look very uniform (there is only one value for the entire field?). This is called “low variability” and you should remove fields that have low variability. Refer to the "Tips" section to find examples of data fields with low-variability.

· Your clean data set should have 13 columns where the Average of Age Years should be 36 (rounded up)

Note: For the sake of consistency in the data cleanup process, impute data using the median of the entire data field instead of removing a few data points. (100 word limit)

Note: For students using software other than Alteryx, please format each variable as:

Variable

Data Type

Credit-Application-Result

String

Account-Balance

String

Duration-of-Credit-Month

Double

Payment-Status-of-Previous-Credit

String

Purpose

String

Credit-Amount

Double

Value-Savings-Stocks

String

Length-of-current-employment

String

Instalment-per-cent

Double

Guarantors

String

Duration-in-Current-address

Double

Most-valuable-available-asset

Double

Age-years

Double

Concurrent-Credits

String

Type-of-apartment

Double

No-of-Credits-at-this-Bank

String

Occupation

Double

No-of-dependents

Double

Telephone

Double

Foreign-Worker

Double

To achieve consistent results reviewers expect.

Answer this question:

· In your cleanup process, which fields did you remove or impute? Please justify why you removed or imputed these fields. Visualizations are encouraged.

Step 3: Train your Classification Models

First, create your Estimation and Validation samples where 70% of your dataset should go to Estimation and 30% of your entire dataset should be reserved for Validation. Set the Random Seed to 1.

Create all of the following models: Logistic Regression, Decision Tree, Forest Model, Boosted Model

Answer these questions for each model you created:

· Which predictor variables are significant or the most important? Please show the p-values or variable importance charts for all of your predictor variables.

· Validate your model against the Validation set. What was the overall percent accuracy? Show the confusion matrix. Are there any bias seen in the model’s predictions?

You should have four sets of questions answered. (500 word limit)

Step 4: Writeup

Decide on the best model and score your new customers. For reviewing consistency, if Score_Creditworthy is greater than Score_NonCreditworthy, the person should be labeled as “Creditworthy”

Write a brief report on how you came up with your classification model and write down how many of the new customers would qualify for a loan. (250 word limit)

Answer these questions:

· Which model did you choose to use? Please justify your decision using all of the following techniques. Please only use these techniques to justify your decision:

· Overall Accuracy against your Validation set

· Accuracies within “Creditworthy” and “Non-Creditworthy” segments

· ROC graph

· Bias in the Confusion Matrices

Note: Remember that your boss only cares about prediction accuracy for Creditworthy and Non-Creditworthy segments.

· How many individuals are creditworthy?

Before you Submit

Please check your answers against the requirements of the project dictated by the rubric here. Reviewers will use this rubric to grade your project.