Customer ID Branch Gender Age Income Deposit Before Deposit Aerr Increase In Deposits Loans Before Loans After Increase In Loans Ratlng Recommend Before Recommend Aew 106 Chase F 58 52.1 26.5 25.8 0.7 50.4 54.9 4.5 10 Yes Yes 107 Chase M 47 49.2 17.3 28.7 11.4 42.9 59.0 16.1 9 Yes Yes 108 Chase F 57 50.1 22.0 26.9 4.9 52.2 57.2 5.0 10 No Yes 109 Chase M 32 51.1 16.2 29.3 13.1 44.7 52.2 7.5 7 No Yes 110 Chase F 61 48.0 22.4 23.1 0.7 40.6 59.9 19.3 7 No Yes 111 Chase F 39 45.5 14.8 20.5 5.7 38.2 48.2 10.0 8 Yes Yes 112 Chase M 58 49.3 15.2 18.0 2.8 46.6 59.5 12.9 7 No Yes 113 Chase M 42 50.6 26.3 18.6 >7.7 47.0 58.3 11.3 9 No Yes 114 Chase M 36 48.1 23.5 23.7 0.2 53.5 58.6 5.1 8 Yes Yes 115 Chase F 34 54.9 21.4 25.9 4.5 36.5 56.6 20.1 10 Yes Yes 116 Chase M 30 54.0 14.3 29.2 14.9 47.7 62.1 14.4 10 Yes No 117 Chase F 61 51.9 25.9 28.6 2.7 45.8 58.9 13.1 8 Yes Yes 118 Chase F 55 48.9 25.6 22.8 >28 44.5 57.8 13.3 8 No Yes 119 Chase F 39 53.2 16.7 27.7 11.0 38.3 48.6 10.3 9 No Yes 120 Chase M 61 52.7 25.9 27.0 1.1 54.3 49.2 -5.1 10 Yes Yes 121 Chase F 41 44.4 17.0 25.1 8.1 54.5 52.4 2.1 10 Yes Yes 122 Chase M 60 43.7 23.1 25.5 2.4 44.5 62.9 18.4 6 Yes Yes 123 Chase F 41 49.5 25.4 25.8 0.4 42.4 56.3 13.9 10 Yes Yes 124 Chase F 30 54.2 24.6 25.6 1.0 52.3 62.6 10.3 9 No Yes 125 Chase M 31 53.6 18.9 30.2 11.3 50.7 45.9 -4.8 10 No Yes 126 Chase M 49 52.8 21.4 31.7 10.3 43.7 61.0 17.3 7 Yes Yes 127 Chase M 32 53.5 25.5 26.2 0.7 54.5 52.6 >1 .9 8 Yes No 128 Chase F 61 46.9 14.6 30.2 15.6 38.7 45.6 6.9 8 No Yes 129 Chase M 39 44.5 22.1 31.2 9.1 44.5 56.8 12.3 7 Yes Yes 130 Chase F 58 44.2 19.3 30.1 10.8 52.5 53.3 0.8 8 No Yes 131 Chase F 42 52.0 16.3 21.9 5.6 53.0 47.3 -5.7 8 No Yes 132 Chase M 36 47.2 18.0 28.2 10.2 48.6 58.7 10.1 9 Yes Yes