Ch3 Evans BA1e

8/10/2019 Ch3 Evans BA1e

1/205

S&P 500 Data

Date High Low Open Close

10/3/2007 1545.84 1536.34 1539.74 1539.5910/4/2007 1544.02 1537.63 1542.63 1542.8410/5/2007 1561.91 1543.84 1550.51 1557.5910/8/2007 1556.51 1549.00 1553.69 1552.5810/9/2007 1565.27 1551.81 1556.29 1565.15

10/10/2007 1565.36 1555.46 1561.65 1562.4710/11/2007 1576.09 1546.72 1570.07 1554.4110/12/2007 1563.03 1554.09 1556.50 1561.8010/15/2007 1564.74 1540.81 1563.21 1548.7110/16/2007 1547.81 1536.29 1545.85 1538.5310/17/2007 1550.66 1526.01 1553.14 1541.2410/18/2007 1542.79 1531.76 1534.51 1540.0810/19/2007 1540.00 1500.26 1531.12 1500.6310/22/2007 1508.06 1490.40 1487.21 1506.3310/23/2007 1520.01 1503.61 1515.65 1519.5910/24/2007 1517.23 1489.56 1511.16 1515.8810/25/2007 1523.24 1500.46 1517.91 1514.40

10/26/2007 1535.53 1520.18 1533.78 1535.2810/29/2007 1544.67 1536.43 1540.11 1540.9810/30/2007 1539.42 1529.55 1533.85 1531.0210/31/2007 1552.76 1529.40 1538.67 1549.38

11/1/2007 1545.79 1506.66 1531.61 1508.4411/2/2007 1513.15 1492.53 1513.66 1509.6511/5/2007 1510.84 1489.95 1494.21 1502.1711/6/2007 1520.77 1499.07 1509.49 1520.2711/7/2007 1515.46 1475.04 1503.91 1475.6211/8/2007 1482.50 1450.31 1478.91 1474.7711/9/2007 1474.09 1448.51 1454.75 1453.70

11/12/2007 1464.94 1438.53 1448.49 1439.1811/13/2007 1481.37 1441.35 1450.85 1481.0511/14/2007 1492.14 1466.47 1490.31 1470.5811/15/2007 1472.67 1443.49 1463.90 1451.1511/16/2007 1462.18 1443.99 1462.18 1458.7411/19/2007 1456.70 1430.42 1451.38 1433.2711/20/2007 1452.64 1419.28 1434.75 1439.7011/21/2007 1436.40 1415.64 1427.00 1416.7711/23/2007 1440.86 1417.62 1427.03 1440.7011/26/2007 1446.09 1406.10 1439.07 1407.2211/27/2007 1429.49 1407.43 1412.60 1428.2311/28/2007 1471.62 1432.95 1441.56 1469.0211/29/2007 1473.81 1458.36 1463.48 1469.7211/30/2007 1488.74 1469.72 1488.74 1481.14

12/3/2007 1481.16 1470.08 1478.22 1472.4212/4/2007 1471.34 1460.66 1461.85 1462.7912/5/2007 1485.85 1462.06 1474.10 1485.0112/6/2007 1508.02 1482.19 1481.89 1507.3412/7/2007 1510.41 1502.71 1510.62 1504.66

12/10/2007 1518.27 1504.96 1507.33 1515.9612/11/2007 1523.57 1475.99 1518.43 1477.6512/12/2007 1511.96 1468.23 1508.19 1486.5912/13/2007 1489.40 1469.21 1476.95 1488.4112/14/2007 1488.39 1467.87 1475.38 1467.95

400.00

600.00

800.00

1000.00

1200.00

1400.00

1600.00

10/3/2007

12/3/2007

2/3/2008

4/3/2008

6/3/2008

8/3/2008

10/3/2008

12/3/2008


2/205

12/17/2007 1467.95 1445.46 1467.95 1445.9012/18/2007 1460.16 1435.65 1455.91 1454.9812/19/2007 1464.40 1445.49 1453.67 1453.0012/20/2007 1461.53 1447.22 1461.53 1460.1212/21/2007 1485.40 1463.19 1474.95 1484.4612/24/2007 1497.63 1484.55 1486.70 1496.4512/26/2007 1498.85 1488.20 1491.18 1497.6612/27/2007 1495.05 1475.86 1491.42 1476.3712/28/2007 1487.90 1471.74 1485.90 1478.4912/31/2007 1475.83 1465.13 1470.59 1468.36

1/2/2008 1471.77 1442.07 1468.30 1447.161/3/2008 1456.80 1443.73 1450.14 1447.161/4/2008 1444.01 1411.19 1434.72 1411.631/7/2008 1423.87 1403.45 1417.97 1416.181/8/2008 1430.28 1388.30 1422.15 1390.191/9/2008 1409.19 1378.70 1390.43 1409.13

1/10/2008 1429.07 1395.30 1397.54 1420.331/11/2008 1419.91 1394.83 1406.91 1401.021/14/2008 1417.89 1402.91 1412.87 1416.251/15/2008 1411.88 1380.60 1397.73 1380.95

1/16/2008 1391.99 1364.27 1373.27 1373.201/17/2008 1377.72 1330.67 1377.27 1333.251/18/2008 1350.28 1312.51 1333.94 1325.191/22/2008 1322.09 1274.29 1266.79 1310.501/23/2008 1339.09 1270.05 1277.56 1338.601/24/2008 1355.15 1334.31 1344.92 1352.071/25/2008 1368.56 1327.50 1368.84 1330.611/28/2008 1353.97 1322.26 1334.17 1353.971/29/2008 1364.93 1350.19 1363.33 1362.301/30/2008 1385.86 1352.95 1356.60 1355.811/31/2008 1385.62 1334.08 1334.92 1378.552/1/2008 1396.02 1375.93 1381.72 1395.422/4/2008 1395.38 1379.69 1395.27 1380.822/5/2008 1380.28 1336.64 1357.26 1336.642/6/2008 1351.96 1324.34 1346.80 1326.452/7/2008 1347.16 1316.75 1321.09 1336.912/8/2008 1341.22 1321.06 1331.34 1331.29

2/11/2008 1341.40 1320.32 1331.23 1339.132/12/2008 1362.10 1339.36 1346.93 1348.862/13/2008 1369.23 1350.78 1360.01 1367.212/14/2008 1368.16 1347.31 1368.16 1348.862/15/2008 1350.00 1338.13 1347.20 1349.992/19/2008 1367.28 1345.05 1366.84 1348.782/20/2008 1363.71 1336.55 1338.56 1360.032/21/2008 1367.94 1339.34 1364.30 1342.53

2/22/2008 1354.30 1327.04 1346.80 1353.112/25/2008 1374.36 1346.03 1353.13 1371.802/26/2008 1387.34 1363.29 1364.31 1381.292/27/2008 1388.34 1372.00 1372.15 1380.022/28/2008 1378.16 1363.16 1378.16 1367.682/29/2008 1364.07 1325.42 1354.12 1330.633/3/2008 1335.13 1320.04 1329.68 1331.343/4/2008 1331.03 1307.39 1320.75 1326.753/5/2008 1344.19 1320.22 1330.32 1333.703/6/2008 1332.20 1303.42 1329.23 1304.34


3/205

3/7/2008 1313.24 1282.43 1294.66 1293.373/10/2008 1295.01 1272.66 1293.68 1273.373/11/2008 1320.65 1274.40 1301.40 1320.653/12/2008 1333.26 1307.86 1322.23 1308.773/13/2008 1321.68 1282.11 1291.34 1315.483/14/2008 1321.47 1274.86 1319.78 1288.143/17/2008 1287.50 1256.98 1331.34 1276.603/18/2008 1330.74 1277.16 1302.22 1330.743/19/2008 1341.51 1298.42 1334.63 1298.423/20/2008 1330.67 1295.22 1302.64 1329.513/24/2008 1359.68 1330.29 1333.66 1349.883/25/2008 1357.47 1341.21 1351.42 1352.993/26/2008 1352.45 1336.41 1343.93 1341.133/27/2008 1345.62 1325.66 1345.62 1325.763/28/2008 1334.87 1312.95 1329.57 1315.223/31/2008 1328.52 1312.81 1314.42 1322.704/1/2008 1370.18 1326.41 1340.94 1370.184/2/2008 1377.95 1361.55 1373.15 1367.534/3/2008 1375.66 1358.68 1359.71 1369.314/4/2008 1380.91 1362.83 1370.56 1370.40

4/7/2008 1386.74 1369.02 1381.19 1372.544/8/2008 1370.16 1360.62 1362.61 1365.544/9/2008 1368.39 1349.97 1365.43 1354.49

4/10/2008 1367.24 1350.11 1355.21 1360.554/11/2008 1357.98 1331.21 1343.58 1332.834/14/2008 1335.64 1326.16 1331.83 1328.324/15/2008 1337.72 1324.35 1337.59 1334.434/16/2008 1365.49 1337.02 1346.43 1364.714/17/2008 1368.60 1357.25 1360.18 1365.564/18/2008 1395.90 1369.00 1391.12 1390.334/21/2008 1390.23 1379.25 1382.69 1388.174/22/2008 1386.43 1369.84 1382.47 1375.944/23/2008 1387.87 1372.24 1379.71 1379.934/24/2008 1397.72 1371.09 1382.14 1388.824/25/2008 1399.11 1379.98 1395.18 1397.844/28/2008 1402.90 1394.40 1398.44 1396.374/29/2008 1397.00 1386.70 1393.18 1390.944/30/2008 1404.57 1384.25 1393.89 1385.595/1/2008 1410.07 1383.07 1384.23 1409.345/2/2008 1422.72 1406.25 1409.16 1413.905/5/2008 1415.70 1404.37 1410.83 1407.495/6/2008 1421.57 1397.10 1401.49 1418.265/7/2008 1419.54 1391.16 1417.53 1392.575/8/2008 1402.35 1389.39 1397.75 1397.685/9/2008 1394.90 1384.11 1385.11 1388.28

5/12/2008 1404.06 1386.20 1390.40 1403.585/13/2008 1406.30 1396.26 1407.07 1403.045/14/2008 1420.19 1405.65 1409.45 1408.665/15/2008 1424.40 1406.87 1408.36 1423.575/16/2008 1425.82 1414.35 1425.70 1425.355/19/2008 1440.24 1421.63 1425.74 1426.635/20/2008 1424.49 1409.09 1419.93 1413.405/21/2008 1419.12 1388.81 1416.16 1390.715/22/2008 1399.07 1390.23 1390.83 1394.355/23/2008 1392.20 1373.72 1389.24 1375.93


4/205

5/27/2008 1387.40 1373.07 1374.98 1385.355/28/2008 1391.25 1378.16 1388.38 1390.845/29/2008 1406.32 1388.59 1387.50 1398.265/30/2008 1404.46 1398.08 1401.86 1400.386/2/2008 1399.62 1377.79 1395.74 1385.676/3/2008 1393.12 1370.12 1389.88 1377.656/4/2008 1388.18 1371.74 1373.97 1377.206/5/2008 1404.05 1377.48 1382.33 1404.056/6/2008 1400.06 1359.90 1419.93 1360.686/9/2008 1370.63 1350.62 1366.18 1361.76

6/10/2008 1366.84 1351.56 1351.93 1358.446/11/2008 1357.09 1335.47 1355.25 1335.496/12/2008 1353.03 1331.29 1342.56 1339.876/13/2008 1360.03 1341.71 1347.73 1360.036/16/2008 1364.70 1352.07 1351.74 1360.146/17/2008 1366.59 1350.54 1365.56 1350.936/18/2008 1349.59 1333.40 1341.49 1337.816/19/2008 1347.66 1330.50 1336.69 1342.836/20/2008 1341.02 1314.46 1339.28 1317.936/23/2008 1323.78 1315.31 1322.35 1318.00

6/24/2008 1326.02 1304.42 1311.62 1314.296/25/2008 1335.63 1314.54 1319.24 1321.976/26/2008 1316.29 1283.15 1307.49 1283.156/27/2008 1289.45 1272.00 1284.44 1278.386/30/2008 1290.31 1274.86 1280.33 1280.007/1/2008 1285.31 1260.68 1266.79 1284.917/2/2008 1292.17 1261.51 1290.11 1261.527/3/2008 1271.48 1252.01 1269.93 1262.907/7/2008 1273.95 1240.68 1265.67 1252.317/8/2008 1274.17 1242.84 1250.67 1273.707/9/2008 1277.36 1244.69 1274.69 1244.69

7/10/2008 1257.65 1236.76 1245.71 1253.397/11/2008 1257.27 1225.35 1238.55 1239.497/14/2008 1253.50 1225.01 1253.50 1228.307/15/2008 1234.35 1200.44 1215.52 1214.917/16/2008 1245.52 1211.39 1214.50 1245.367/17/2008 1262.31 1241.49 1251.39 1260.327/18/2008 1262.23 1251.81 1262.23 1260.687/21/2008 1267.74 1255.70 1264.67 1260.007/22/2008 1277.42 1248.83 1251.45 1277.007/23/2008 1291.17 1276.06 1280.28 1282.197/24/2008 1283.22 1251.48 1282.95 1252.547/25/2008 1263.33 1251.75 1259.73 1257.767/28/2008 1260.09 1234.37 1254.67 1234.377/29/2008 1263.20 1236.38 1240.10 1263.20

7/30/2008 1284.33 1264.52 1269.56 1284.267/31/2008 1284.93 1265.97 1271.66 1267.388/1/2008 1270.52 1254.54 1270.52 1260.318/4/2008 1260.49 1247.45 1258.07 1249.018/5/2008 1284.88 1254.67 1254.87 1284.888/6/2008 1291.67 1276.00 1279.88 1289.198/7/2008 1286.51 1264.29 1279.57 1266.078/8/2008 1297.85 1262.11 1263.68 1296.32

8/11/2008 1313.15 1291.41 1293.73 1305.328/12/2008 1304.79 1285.64 1300.68 1289.59


5/205

8/13/2008 1294.03 1274.86 1285.22 1285.838/14/2008 1300.11 1276.84 1274.99 1292.938/15/2008 1302.05 1290.74 1294.49 1298.208/18/2008 1300.22 1274.51 1299.98 1278.608/19/2008 1276.65 1263.11 1270.18 1266.698/20/2008 1276.01 1261.16 1271.44 1274.548/21/2008 1281.40 1265.22 1266.14 1277.728/22/2008 1293.09 1277.59 1282.92 1292.208/25/2008 1290.47 1264.87 1284.71 1266.848/26/2008 1275.65 1263.21 1267.15 1271.518/27/2008 1285.05 1270.03 1272.58 1281.668/28/2008 1300.68 1283.79 1288.00 1300.688/29/2008 1297.59 1282.74 1293.82 1282.839/2/2008 1303.04 1272.20 1298.33 1277.589/3/2008 1280.60 1265.59 1275.03 1274.989/4/2008 1271.80 1232.83 1266.06 1236.839/5/2008 1244.94 1217.23 1228.92 1242.319/8/2008 1274.42 1247.12 1274.42 1267.799/9/2008 1268.66 1224.51 1265.41 1224.51

9/10/2008 1243.90 1221.60 1235.97 1232.04

9/11/2008 1249.98 1211.54 1214.94 1249.059/12/2008 1255.09 1233.81 1238.77 1251.709/15/2008 1250.92 1192.70 1213.16 1192.709/16/2008 1214.84 1169.28 1169.28 1213.599/17/2008 1210.34 1155.88 1189.89 1156.399/18/2008 1211.14 1133.50 1178.20 1206.519/19/2008 1265.12 1213.11 1265.12 1255.089/22/2008 1255.37 1205.61 1245.87 1207.099/23/2008 1221.15 1187.06 1210.44 1188.229/24/2008 1197.41 1179.79 1187.46 1185.879/25/2008 1220.03 1187.87 1187.87 1209.189/26/2008 1215.77 1187.54 1187.54 1213.019/29/2008 1209.07 1106.39 1188.46 1106.399/30/2008 1168.03 1113.78 1135.00 1166.3610/1/2008 1167.03 1140.77 1154.70 1161.0610/2/2008 1160.64 1111.43 1150.85 1114.2810/3/2008 1153.82 1098.14 1128.35 1099.2310/6/2008 1097.56 1007.97 1065.59 1056.8910/7/2008 1072.91 996.23 1068.33 996.2310/8/2008 1021.06 970.97 966.16 984.9410/9/2008 1005.25 909.19 998.22 909.92

10/10/2008 936.36 839.80 866.33 899.2210/13/2008 1006.93 912.75 944.62 1003.3510/14/2008 1044.31 972.07 1049.69 998.0110/15/2008 994.60 903.99 975.22 907.84

10/16/2008 947.71 865.83 912.04 946.4310/17/2008 984.64 918.74 922.71 940.5510/20/2008 985.40 943.51 954.92 985.4010/21/2008 985.44 952.47 971.04 955.0510/22/2008 951.67 875.81 931.62 896.7810/23/2008 922.83 858.44 904.11 908.1110/24/2008 896.30 852.85 852.85 876.7710/27/2008 893.78 846.75 860.23 848.9210/28/2008 940.51 845.27 873.12 940.5110/29/2008 969.97 922.26 937.26 930.09


6/205

10/30/2008 963.23 928.50 958.09 954.0910/31/2008 984.38 944.59 952.83 968.75

11/3/2008 975.57 958.82 968.24 966.3011/4/2008 1007.51 971.31 988.88 1005.7511/5/2008 1001.84 949.86 991.23 952.7711/6/2008 952.40 899.73 942.74 904.8811/7/2008 931.46 906.90 914.67 930.99

11/10/2008 951.95 907.47 949.74 919.2111/11/2008 917.15 884.90 905.50 898.9511/12/2008 893.39 850.48 880.15 852.3011/13/2008 913.01 818.69 857.06 911.2911/14/2008 916.88 869.88 891.18 873.2911/17/2008 882.29 848.98 862.09 850.7511/18/2008 865.90 826.84 849.31 859.1211/19/2008 864.57 806.18 857.68 806.5811/20/2008 820.52 747.78 795.69 752.4411/21/2008 801.20 741.02 763.45 800.0311/24/2008 865.60 801.20 818.21 851.8111/25/2008 868.94 834.99 868.48 857.3911/26/2008 887.68 841.37 840.68 887.68

11/28/2008 896.25 881.21 883.43 896.2412/1/2008 888.61 815.69 870.24 816.2112/2/2008 850.54 817.94 831.73 848.8112/3/2008 873.12 827.60 827.93 870.7412/4/2008 875.60 833.60 855.96 845.2212/5/2008 879.42 818.41 835.12 876.0712/8/2008 918.57 882.71 898.02 909.7012/9/2008 916.26 885.38 896.70 888.67

12/10/2008 908.27 885.45 897.20 899.2412/11/2008 904.63 868.73 889.54 873.5912/12/2008 883.24 851.35 848.74 879.7312/15/2008 884.63 857.72 883.16 868.5712/16/2008 914.66 871.53 875.40 913.1812/17/2008 918.85 895.94 900.54 904.4212/18/2008 911.02 877.44 907.96 885.2812/19/2008 905.47 883.02 889.74 887.8812/22/2008 887.37 857.09 888.33 871.6312/23/2008 880.44 860.10 879.80 863.1612/24/2008 869.79 861.44 863.73 868.1512/26/2008 873.74 866.52 872.03 872.8012/29/2008 873.76 857.07 873.76 869.4212/30/2008 891.12 870.58 873.87 890.6412/31/2008 910.32 889.67 890.22 903.25

1/2/2009 934.73 899.73 904.61 931.801/5/2009 936.63 919.53 549.33 927.45

1/6/2009 943.85 927.28 937.33 934.701/7/2009 927.45 902.37 917.87 906.651/8/2009 910.00 896.81 901.25 909.731/9/2009 911.93 888.31 910.92 890.35

1/12/2009 890.40 864.32 888.53 870.261/13/2009 877.02 862.02 867.39 871.791/14/2009 867.28 836.93 854.05 842.621/15/2009 851.59 817.04 840.45 843.741/16/2009 858.13 830.66 858.13 850.121/20/2009 849.64 804.47 841.91 805.22


7/205

1/21/2009 841.72 804.30 818.63 840.241/22/2009 839.74 811.29 820.40 827.501/23/2009 838.61 806.07 808.80 831.951/26/2009 852.53 827.69 834.57 836.571/27/2009 850.45 835.40 841.64 845.711/28/2009 877.86 845.73 863.81 874.091/29/2009 868.89 844.15 859.30 845.141/30/2009 851.66 821.67 849.08 825.882/2/2009 830.78 812.87 815.11 825.442/3/2009 842.60 821.98 830.42 838.512/4/2009 851.85 829.18 841.58 832.232/5/2009 850.55 819.91 826.10 845.852/6/2009 870.75 845.42 847.37 868.602/9/2009 875.01 861.65 868.17 869.89

2/10/2009 868.05 822.99 861.98 827.162/11/2009 838.22 822.30 833.36 833.742/12/2009 835.48 808.06 818.72 835.192/13/2009 839.43 825.21 832.90 826.842/17/2009 818.61 789.17 803.11 789.172/18/2009 796.17 780.43 793.83 788.42

2/19/2009 797.58 777.03 795.19 778.942/20/2009 778.69 754.25 768.20 770.052/23/2009 777.85 742.37 777.52 743.332/24/2009 775.49 744.69 746.51 773.142/25/2009 780.12 752.89 767.63 764.902/26/2009 779.42 751.75 775.23 752.832/27/2009 751.27 734.52 736.03 735.093/2/2009 729.57 699.70 719.75 700.823/3/2009 711.67 692.30 710.16 696.333/4/2009 724.12 698.60 708.76 712.873/5/2009 708.27 677.93 697.42 682.553/6/2009 699.09 666.79 688.18 683.383/9/2009 695.27 672.88 675.13 676.53

3/10/2009 719.60 679.28 691.44 719.603/11/2009 731.92 713.85 724.34 721.363/12/2009 752.63 714.76 720.62 750.743/13/2009 758.29 742.46 755.39 756.553/16/2009 774.53 753.37 764.50 753.893/17/2009 778.12 749.93 754.84 778.123/18/2009 803.04 765.64 772.08 794.353/19/2009 803.24 781.82 804.87 784.043/20/2009 788.91 766.20 789.40 768.543/23/2009 823.37 772.31 789.14 822.923/24/2009 823.65 805.48 811.32 806.123/25/2009 826.78 791.37 811.83 813.88

3/26/2009 832.98 814.06 822.53 832.863/27/2009 828.68 813.43 819.52 815.943/30/2009 809.07 779.81 797.29 787.533/31/2009 810.48 790.88 795.83 797.874/1/2009 813.62 783.32 785.01 811.084/2/2009 845.61 814.53 830.66 834.384/3/2009 842.50 826.70 835.67 842.504/6/2009 839.75 822.79 832.49 835.484/7/2009 834.12 814.53 888.53 815.554/8/2009 828.42 814.84 819.48 825.16


8/205

4/9/2009 856.91 829.29 845.37 856.564/13/2009 864.31 845.35 847.32 858.734/14/2009 856.88 840.25 849.79 841.504/15/2009 852.93 835.58 837.66 852.064/16/2009 870.35 847.04 858.72 865.304/17/2009 875.63 860.87 870.59 869.604/20/2009 868.27 832.39 854.15 832.394/21/2009 850.09 826.83 827.46 850.084/22/2009 861.78 840.57 841.58 843.554/23/2009 852.87 835.45 847.15 851.924/24/2009 871.80 853.91 859.45 866.234/27/2009 868.83 854.65 854.65 857.514/28/2009 864.48 847.12 847.89 855.164/29/2009 882.06 856.85 862.17 873.644/30/2009 888.70 868.51 882.91 872.815/1/2009 880.48 866.10 873.00 877.525/4/2009 907.85 879.21 885.58 907.245/5/2009 907.70 897.34 904.86 903.805/6/2009 920.28 903.95 914.48 919.535/7/2009 929.58 901.36 929.41 907.39

5/8/2009 930.17 909.03 919.22 929.235/11/2009 922.90 908.68 913.36 909.245/12/2009 915.57 896.46 914.30 908.355/13/2009 905.40 882.80 894.27 883.925/14/2009 898.36 882.52 884.77 893.075/15/2009 896.97 878.94 891.06 882.885/18/2009 910.00 886.07 893.68 909.715/19/2009 916.39 905.22 909.03 908.135/20/2009 924.60 901.37 917.00 903.475/21/2009 900.42 879.61 892.02 888.335/22/2009 896.65 883.75 890.65 887.005/26/2009 911.76 881.46 880.24 910.335/27/2009 913.84 891.87 911.02 893.065/28/2009 909.45 887.60 899.68 906.835/29/2009 920.02 903.56 911.62 919.146/1/2009 947.77 923.26 932.42 942.876/2/2009 949.38 938.46 939.87 944.746/3/2009 942.51 923.85 936.55 931.766/4/2009 942.47 929.32 935.89 942.466/5/2009 951.69 934.13 951.97 940.096/8/2009 946.33 926.44 934.27 939.146/9/2009 946.92 936.15 943.38 942.43

6/10/2009 949.77 927.97 950.09 939.156/11/2009 956.23 939.04 941.17 944.896/12/2009 946.30 935.66 939.25 946.21

6/15/2009 942.45 919.65 934.87 923.726/16/2009 928.00 911.60 927.58 911.976/17/2009 918.44 903.78 911.13 910.716/18/2009 921.93 907.94 911.73 918.376/19/2009 927.09 915.80 926.15 921.236/22/2009 918.13 893.04 910.36 893.046/23/2009 898.69 888.86 895.12 895.106/24/2009 910.85 896.31 901.60 900.946/25/2009 921.42 896.27 897.59 920.266/26/2009 922.00 913.03 916.00 918.90


9/205

6/29/2009 927.99 916.18 916.00 927.236/30/2009 930.01 912.86 926.79 919.327/1/2009 931.92 920.82 925.03 923.337/2/2009 921.24 896.42 911.83 896.427/6/2009 898.72 886.36 889.38 898.727/7/2009 898.60 879.93 896.94 881.037/8/2009 886.80 869.32 884.68 879.567/9/2009 887.86 878.45 885.31 882.45

7/10/2009 883.57 872.81 876.06 879.137/13/2009 901.05 875.32 881.64 901.057/14/2009 905.84 896.50 901.82 905.847/15/2009 933.95 910.15 917.63 932.687/16/2009 943.96 927.45 929.50 940.747/17/2009 941.89 934.65 940.03 940.387/20/2009 951.62 940.99 945.10 951.137/21/2009 956.53 943.22 957.44 954.587/22/2009 959.83 947.75 948.34 954.077/23/2009 979.42 953.27 955.35 976.297/24/2009 979.79 965.95 971.56 979.267/27/2009 982.49 972.29 978.09 982.18

7/28/2009 982.35 969.35 975.18 979.627/29/2009 977.76 968.65 972.44 975.157/30/2009 996.68 976.01 987.82 986.757/31/2009 993.18 982.85 985.70 987.488/3/2009 1003.61 990.22 998.22 1002.638/4/2009 1007.12 996.68 998.16 1005.658/5/2009 1006.64 994.31 1006.11 1002.728/6/2009 1008.00 992.49 1006.73 997.088/7/2009 1018.00 999.83 1007.28 1010.48

8/10/2009 1010.12 1000.99 1004.80 1007.108/11/2009 1005.77 992.40 1001.90 994.358/12/2009 1012.78 993.36 993.36 1005.818/13/2009 1012.78 993.36 1008.93 1012.738/14/2009 1012.60 994.60 1012.55 1004.098/17/2009 998.18 978.51 985.21 979.738/18/2009 991.20 980.62 982.68 989.678/19/2009 999.61 980.62 979.01 996.468/20/2009 1008.92 996.39 997.39 1007.378/21/2009 1027.59 1009.06 1020.85 1026.138/24/2009 1035.82 1022.48 1030.69 1025.578/25/2009 1037.75 1026.21 1030.52 1028.008/26/2009 1032.47 1021.57 1024.73 1028.128/27/2009 1033.33 1016.20 1026.23 1030.988/28/2009 1039.47 1023.13 1037.81 1028.938/31/2009 1025.21 1014.62 1019.42 1020.62

9/1/2009 1028.45 996.28 1015.88 998.049/2/2009 1000.34 991.97 993.53 994.759/3/2009 1003.43 992.25 999.73 1003.249/4/2009 1016.48 1001.65 1004.45 1016.409/8/2009 1026.07 1018.67 1024.75 1025.399/9/2009 1036.34 1023.97 1026.82 1033.37

9/10/2009 1044.14 1028.04 1033.77 1044.149/11/2009 1048.18 1038.40 1045.62 1042.739/14/2009 1049.74 1035.00 1035.00 1049.349/15/2009 1056.04 1043.42 1049.71 1052.63


10/205

9/16/2009 1068.76 1052.87 1057.21 1068.769/17/2009 1074.77 1061.20 1066.62 1065.499/18/2009 1071.52 1064.27 1071.52 1068.309/21/2009 1067.28 1057.46 1060.03 1064.669/22/2009 1073.81 1066.35 1070.66 1071.669/23/2009 1080.15 1060.39 1073.54 1060.879/24/2009 1066.29 1045.85 1064.03 1050.789/25/2009 1053.47 1041.17 1047.78 1044.389/28/2009 1065.13 1045.38 1049.36 1062.989/29/2009 1069.62 1057.83 1064.87 1060.619/30/2009 1063.40 1046.47 1062.76 1057.0810/1/2009 1054.91 1029.45 1052.80 1029.8510/2/2009 1030.60 1019.95 1020.49 1025.2110/5/2009 1042.58 1025.92 1029.67 1040.4610/6/2009 1060.55 1042.02 1047.85 1054.7210/7/2009 1058.02 1050.10 1051.92 1057.5810/8/2009 1070.67 1060.03 1064.77 1065.4810/9/2009 1071.51 1063.00 1065.25 1071.49

10/12/2009 1079.46 1071.63 1076.27 1076.1910/13/2009 1075.30 1066.71 1072.58 1073.19

10/14/2009 1093.17 1078.68 1086.31 1092.0210/15/2009 1096.56 1086.41 1087.30 1096.5610/16/2009 1094.67 1081.53 1087.50 1087.6810/19/2009 1100.17 1086.48 1090.58 1097.9110/20/2009 1098.64 1086.16 1097.65 1091.0610/21/2009 1101.36 1080.77 1089.16 1081.4010/22/2009 1095.21 1074.31 1080.77 1092.9110/23/2009 1095.83 1075.49 1095.68 1079.6010/26/2009 1091.75 1065.23 1080.95 1066.9510/27/2009 1072.48 1060.62 1069.21 1063.4110/28/2009 1063.26 1042.19 1059.42 1042.6310/29/2009 1066.83 1043.69 1050.78 1066.1110/30/2009 1065.41 1033.38 1061.28 1036.19

11/2/2009 1052.18 1029.38 1040.80 1042.8811/3/2009 1046.36 1033.94 1036.10 1045.4111/4/2009 1061.00 1045.15 1053.74 1046.5011/5/2009 1066.65 1047.30 1054.50 1066.6311/6/2009 1071.48 1059.32 1060.29 1069.3011/9/2009 1093.19 1072.31 1076.84 1093.08

11/10/2009 1096.42 1087.40 1093.01 1093.0111/11/2009 1105.37 1093.81 1096.04 1098.5111/12/2009 1107.97 1084.90 1098.31 1087.2411/13/2009 1097.79 1085.33 1087.59 1093.4811/16/2009 1113.69 1094.13 1094.13 1109.3011/17/2009 1110.52 1102.19 1109.22 1110.32

11/18/2009 1111.10 1102.70 1109.44 1109.8011/19/2009 1106.44 1088.40 1106.44 1094.9011/20/2009 1094.66 1086.81 1094.66 1091.3811/23/2009 1112.38 1094.86 1094.86 1106.2411/24/2009 1107.56 1097.63 1105.83 1105.6511/25/2009 1111.18 1104.75 1106.49 1110.6311/27/2009 1105.47 1083.74 1105.47 1091.4911/30/2009 1097.24 1086.25 1091.07 1095.63

12/1/2009 1112.28 1098.89 1098.89 1108.8612/2/2009 1115.58 1105.29 1109.03 1109.24


11/205


12/205

2/24/2010 1106.42 1095.50 1094.60 1105.242/25/2010 1103.50 1086.02 1105.24 1102.942/26/2010 1107.24 1097.56 1102.94 1104.493/1/2010 1116.11 1105.36 1104.49 1115.713/2/2010 1123.46 1116.51 1115.71 1118.313/3/2010 1125.64 1116.58 1118.31 1118.793/4/2010 1123.73 1116.66 1118.79 1122.973/5/2010 1139.38 1125.12 1122.97 1138.703/8/2010 1141.05 1136.77 1138.70 1138.503/9/2010 1145.37 1134.90 1138.50 1140.45

3/10/2010 1148.26 1140.09 1140.45 1145.613/11/2010 1150.24 1138.99 1145.61 1150.243/12/2010 1153.41 1146.97 1150.24 1149.993/15/2010 1150.98 1141.45 1149.99 1150.513/16/2010 1160.28 1150.35 1150.51 1159.463/17/2010 1169.84 1159.94 1159.46 1166.213/18/2010 1167.77 1161.16 1166.21 1165.833/19/2010 1169.20 1155.33 1165.83 1159.903/22/2010 1167.82 1152.88 1159.90 1165.813/23/2010 1174.72 1163.83 1165.81 1174.17

3/24/2010 1173.04 1166.01 1174.17 1167.723/25/2010 1180.69 1165.09 1167.72 1165.733/26/2010 1173.93 1161.48 1165.73 1166.593/29/2010 1174.85 1167.71 1166.59 1173.223/30/2010 1177.83 1168.92 1173.75 1173.273/31/2010 1174.56 1165.77 1171.75 1169.434/1/2010 1181.43 1170.69 1171.23 1178.104/5/2010 1187.73 1178.71 1178.71 1187.444/6/2010 1191.80 1182.77 1186.01 1189.444/7/2010 1189.60 1177.25 1188.23 1182.454/8/2010 1188.55 1175.12 1181.75 1186.444/9/2010 1194.66 1187.15 1187.47 1194.37

4/12/2010 1199.20 1194.71 1194.94 1196.484/13/2010 1199.04 1188.82 1195.94 1197.304/14/2010 1210.65 1198.69 1198.69 1210.654/15/2010 1213.92 1208.50 1210.77 1211.674/16/2010 1210.17 1186.77 1210.17 1192.134/19/2010 1197.87 1183.68 1192.06 1197.524/20/2010 1208.58 1199.04 1199.04 1207.174/21/2010 1210.99 1198.85 1207.16 1205.944/22/2010 1210.27 1190.19 1202.52 1208.674/23/2010 1217.28 1205.10 1207.87 1217.284/26/2010 1218.80 1211.07 1217.07 1212.054/27/2010 1211.38 1181.62 1209.92 1183.714/28/2010 1195.05 1181.81 1191.97 1191.36

4/29/2010 1209.36 1193.30 1193.30 1206.784/30/2010 1207.99 1186.32 1206.77 1186.695/3/2010 1205.13 1188.58 1188.58 1202.265/4/2010 1197.50 1168.12 1197.50 1173.605/5/2010 1175.95 1158.15 1169.24 1165.875/6/2010 1167.58 1065.79 1164.38 1128.155/7/2010 1135.13 1096.13 1127.04 1110.88

5/10/2010 1163.85 1122.27 1122.27 1159.735/11/2010 1170.48 1147.71 1156.39 1155.795/12/2010 1172.87 1155.43 1155.43 1171.67


13/205

5/13/2010 1173.57 1156.14 1170.04 1157.445/14/2010 1157.19 1126.14 1157.19 1135.685/17/2010 1141.88 1114.96 1136.52 1136.945/18/2010 1148.66 1117.20 1138.78 1120.805/19/2010 1124.27 1100.66 1119.57 1115.055/20/2010 1107.34 1071.58 1107.34 1071.595/21/2010 1090.16 1055.90 1067.26 1087.695/24/2010 1089.95 1072.70 1084.78 1073.655/25/2010 1074.75 1040.78 1067.42 1074.035/26/2010 1090.75 1065.59 1075.51 1067.955/27/2010 1103.52 1074.27 1074.27 1103.065/28/2010 1102.59 1084.78 1102.59 1089.416/1/2010 1094.77 1069.89 1087.30 1070.716/2/2010 1098.56 1072.03 1073.01 1098.386/3/2010 1105.67 1091.81 1098.82 1102.836/4/2010 1098.43 1060.50 1098.43 1064.886/7/2010 1071.36 1049.86 1065.84 1050.476/8/2010 1063.15 1042.17 1050.81 1062.006/9/2010 1077.74 1052.25 1062.75 1055.69

6/10/2010 1087.85 1058.77 1058.77 1086.84

6/11/2010 1092.25 1077.12 1082.65 1091.606/14/2010 1105.91 1089.03 1095.00 1089.636/15/2010 1115.59 1091.21 1091.21 1115.236/16/2010 1118.74 1107.13 1114.02 1114.616/17/2010 1117.72 1105.87 1115.98 1116.046/18/2010 1121.01 1113.93 1116.16 1117.516/21/2010 1131.23 1108.24 1122.79 1113.206/22/2010 1118.50 1094.18 1113.90 1095.316/23/2010 1099.64 1085.31 1095.57 1092.046/24/2010 1090.93 1071.60 1090.93 1073.696/25/2010 1083.56 1067.89 1075.10 1076.766/28/2010 1082.60 1071.45 1074.89 1074.576/29/2010 1071.10 1035.18 1071.10 1041.246/30/2010 1048.08 1028.33 1040.56 1030.717/1/2010 1033.58 1010.91 1031.10 1027.377/2/2010 1032.95 1015.93 1027.65 1022.587/6/2010 1042.50 1018.35 1028.09 1028.067/7/2010 1060.89 1028.54 1028.54 1060.277/8/2010 1071.25 1058.24 1062.92 1070.257/9/2010 1078.16 1068.10 1070.50 1077.96

7/12/2010 1080.78 1070.45 1077.23 1078.757/13/2010 1099.46 1080.65 1080.65 1095.347/14/2010 1099.08 1087.68 1095.61 1095.177/15/2010 1098.66 1080.53 1094.46 1096.357/16/2010 1093.85 1063.32 1093.85 1064.88

7/19/2010 1074.70 1061.11 1066.85 1071.257/20/2010 1083.94 1056.88 1064.53 1083.487/21/2010 1088.96 1065.25 1086.67 1069.597/22/2010 1097.50 1072.14 1072.14 1093.677/23/2010 1103.73 1087.88 1092.17 1102.667/26/2010 1115.01 1101.30 1102.89 1115.017/27/2010 1120.95 1109.78 1117.36 1113.847/28/2010 1114.66 1103.11 1112.84 1106.137/29/2010 1115.90 1092.82 1108.07 1101.537/30/2010 1106.44 1088.01 1098.44 1101.60


14/205

8/2/2010 1127.30 1107.53 1107.53 1125.868/3/2010 1125.44 1116.76 1125.34 1120.468/4/2010 1128.75 1119.46 1121.06 1127.248/5/2010 1126.56 1118.81 1125.78 1125.818/6/2010 1123.06 1107.17 1122.07 1121.648/9/2010 1129.94 1120.91 1122.80 1127.79

8/10/2010 1127.16 1111.58 1122.92 1121.068/11/2010 1116.89 1088.55 1116.89 1089.478/12/2010 1086.72 1076.69 1081.48 1083.618/13/2010 1086.25 1079.00 1082.22 1079.258/16/2010 1082.62 1069.49 1077.49 1079.388/17/2010 1100.14 1081.16 1081.16 1092.548/18/2010 1099.77 1085.76 1092.08 1094.168/19/2010 1092.44 1070.66 1092.44 1075.638/20/2010 1075.63 1063.91 1075.63 1071.698/23/2010 1081.58 1067.08 1073.36 1067.368/24/2010 1063.20 1046.68 1063.20 1051.878/25/2010 1059.38 1039.83 1048.98 1055.338/26/2010 1056.28 1045.40 1047.91 1047.228/27/2010 1065.21 1039.70 1049.27 1064.59

8/30/2010 1064.40 1048.79 1062.90 1048.928/31/2010 1055.14 1040.88 1046.88 1049.339/1/2010 1081.30 1049.72 1049.72 1080.299/2/2010 1090.10 1080.39 1080.66 1090.109/3/2010 1105.10 1093.61 1093.61 1104.519/7/2010 1102.60 1091.15 1102.60 1091.849/8/2010 1103.26 1092.36 1092.36 1098.879/9/2010 1110.27 1101.15 1101.15 1104.18

9/10/2010 1110.88 1103.92 1104.57 1109.559/13/2010 1123.87 1113.38 1113.38 1121.909/14/2010 1127.36 1115.58 1121.16 1121.109/15/2010 1126.46 1114.63 1119.43 1125.079/16/2010 1125.44 1118.88 1123.89 1124.669/17/2010 1131.47 1122.43 1126.39 1125.599/20/2010 1144.86 1126.57 1126.57 1142.719/21/2010 1148.59 1136.22 1142.82 1139.789/22/2010 1144.38 1131.58 1139.49 1134.289/23/2010 1136.77 1122.79 1131.10 1124.839/24/2010 1148.90 1131.69 1131.69 1148.679/27/2010 1149.92 1142.00 1148.64 1142.169/28/2010 1150.00 1132.09 1142.31 1147.709/29/2010 1148.63 1140.26 1146.75 1144.739/30/2010 1157.16 1136.08 1145.97 1141.2010/1/2010 1150.30 1139.42 1143.49 1146.24


15/205

2/3/2009

4/3/2009

6/3/2009

8/3/2009

10/3/2009

12/3/2009

2/3/2010

4/3/2010

6/3/2010

8/3/2010

Close

Close


16/205

Total science and engineering jobs in thousands: 2000 and projected 2010

Occupation 2000 2010

Scientists 3,241 5,301

Life scientists 184 218

Mathematical/computer scientists 2,408 4,308Computer specialists 2,318 4,213

Mathematical scientists 89 95

Physical scientists 239 283

Social scientists 410 492

Engineers 1,465 1,603

All occupations 145,571 167,754


17/205

2000

Scientists

Life scientists

Mathematical/computer

scientists

Computer specialists

Mathematical scientists

2010

Scientists

Life scientists

Mathematical/computer

scientists

Computer specialists

Mathematical scientists


18/205

Facebook Survey

Student Gender Hours online/week Friends

1 female 4 150

2 female 10 400

3 male 7 1204 male 15 500

5 female 9 260

6 female 5 70

7 female 7 90

8 male 5 250

9 female 12 110

10 female 2 30

11 female 6 80

12 female 2 30

13 male 3 200

14 female 6 240

15 male 6 150

16 male 4 90

17 female 8 340

18 male 10 450

19 female 4 50

20 male 4 120

21 male 6 180

22 female 4 280

23 female 5 60

24 female 9 10025 female 12 380

26 male 8 430

27 female 2 80

28 female 7 170

29 male 6 90

30 male 4 50

31 female 2 50

32 male 5 70

33 female 7 170

0

100

200

300

400

500

600

0 2

Friends

Ho


19/205

4 6 8 10 12 14 16

Hours Online/Week

urs Online/Week vs. Friends


20/205

House Sales

Selling Price Lot Cost

$85,145 $17,030

$112,740 $20,700

$115,350 $18,030$116,415 $19,600

$133,070 $24,455

$136,530 $25,500

$139,435 $29,155

$139,955 $30,400

$147,905 $24,650

$153,845 $27,500

$155,270 $19,600

$155,870 $24,650

$160,000 $29,500

$165,220 $25,500

$165,350 $25,000

$168,354 $27,316

$168,500 $33,000

$170,000 $25,200

$172,749 $45,025

$175,000 $28,000

$175,470 $28,600

$179,365 $32,200

$181,916 $45,025

$182,237 $45,025$183,370 $28,000

$184,210 $28,000

$184,460 $22,300

$184,873 $33,400

$185,160 $29,000

$186,000 $35,851

$187,390 $27,000

$188,603 $31,300

$189,120 $35,000

$191,028 $45,000

$196,898 $45,025

$198,202 $45,025

$200,119 $45,000

$200,423 $45,025

$201,700 $40,940

$202,000 $31,160

$203,076 $45,025

$203,950 $33,000

$0

$10,000

$20,000

$30,000

$40,000

$50,000

$60,000

$70,000

$80,000

$90,000

$100,000

$0 $100,000 $200,000 $300,

Lot Cost

S

Selling Price v


21/205

$204,900 $34,000

$205,821 $39,299

$206,400 $35,851

$207,345 $35,600

$209,400 $43,579

$210,380 $33,856

$211,513 $31,300$211,797 $34,000

$212,079 $33,400

$214,205 $36,500

$214,900 $31,300

$216,049 $35,600

$219,990 $37,557

$220,257 $31,300

$223,890 $28,000

$224,108 $45,025

$225,900 $28,618

$226,000 $35,600

$230,000 $45,025

$230,440 $33,000

$230,555 $28,000

$233,900 $44,200

$234,971 $29,202

$239,000 $39,169

$239,870 $41,354

$241,195 $41,340

$242,191 $33,434

$242,899 $48,252$246,648 $41,600

$248,500 $20,000

$249,900 $38,200

$250,005 $33,000

$250,800 $73,400

$252,135 $41,341

$253,055 $41,340

$254,048 $39,680

$255,000 $43,198

$256,235 $48,500

$257,040 $37,631

$260,100 $73,400

$262,740 $44,900

$262,890 $48,500

$265,058 $41,404

$265,500 $35,800

$267,060 $73,400

$267,250 $45,676

$267,640 $73,400


22/205

$268,000 $43,344

$268,210 $29,700

$268,500 $41,099

$269,410 $73,400

$270,518 $46,499

$271,105 $45,000

$274,455 $41,000$274,903 $45,345

$277,720 $44,650

$280,622 $45,130

$280,804 $40,667

$281,487 $57,285

$281,824 $50,448

$283,440 $50,900

$286,758 $57,000

$287,771 $46,300

$289,000 $44,000

$290,000 $48,300

$290,190 $82,250

$294,450 $73,400

$294,990 $57,000

$299,096 $43,784

$301,500 $59,000

$305,000 $49,067

$307,373 $41,292

$307,387 $45,850

$307,663 $44,840

$309,075 $82,250$310,100 $41,800

$310,372 $60,000

$312,898 $40,768

$318,274 $85,800

$318,523 $50,000

$319,602 $82,250

$322,920 $82,250

$323,716 $34,500

$324,266 $47,891

$324,412 $62,523

$326,570 $51,000

$329,611 $48,611

$330,486 $35,000

$330,710 $49,920

$333,158 $49,123

$335,000 $68,375

$337,374 $70,399

$337,380 $49,150

$338,065 $54,850


23/205

$340,000 $40,000

$340,730 $50,850

$342,423 $48,309

$348,744 $53,000

$350,702 $46,386

$352,781 $60,000

$354,065 $48,115$354,117 $56,219

$355,688 $65,373

$358,162 $44,470

$359,949 $50,591

$366,990 $55,508

$367,600 $50,000

$369,101 $46,773

$371,152 $58,223

$379,000 $72,915

$379,424 $64,902

$379,575 $44,294

$385,000 $75,000

$385,942 $49,123

$387,527 $48,000

$398,651 $65,429

$400,330 $75,510

$404,510 $58,225

$407,076 $48,668

$410,810 $66,500

$417,790 $63,099

$432,426 $57,422$444,304 $53,938

$446,507 $75,510

$492,820 $84,122

$575,120 $79,790


24/205

00 $400,000 $500,000 $600,000 $700,000

lling Price

s Lot Cost


25/205

Colleges and Universities

School Top 10% HS Acceptance Rate Expenditures/Student

Amherst 85 22% 26,636$

Barnard 69 53% 17,653$

Bates 58 36% 17,554$Berkeley 95 37% 23,665$

Bowdoin 78 24% 25,703$

0%

10%

20%

30%

40%

50%

60%

70%

0


26/205

$26,636

$17,653

$17,554 $23,665

$25,703

20 40 60 80 100 120


27/205

State Unemployment Rates

State June 2008 Rate Historical High Historical Low

Alabama 4.7 14.4 3.3

Alaska 6.8 11.5 5.9

Arizona 4.8 11.5 3.6Arkansas 5 10.2 4.1

California 6.9 11 4.7

Colorado 5.1 9.1 2.5

Connecticut 5.4 10 2.1

Delaware 4.2 8.2 2.9

District of Columbia 6.4 11.4 4.8

Florida 5.5 9.7 3.3

Georgia 5.7 8.3 3.4

Hawaii 3.8 10.2 2.2

Idaho 3.8 9.4 2.7

Illinois 6.8 12.9 4.1

Indiana 5.8 12.8 2.6

Iowa 4 8.5 2.6

Kansas 4.3 7.4 2.9

Kentucky 6.3 12.1 4

Louisiana 3.8 12.9 3.2

Maine 5.3 9 3

Maryland 4 8.3 3.3

Massachusetts 5.2 10.9 2.7

Michigan 8.5 16.9 3.2 This is the

Minnesota 5.3 9 2.5Mississippi 6.9 13.7 4.9

Missouri 5.7 10.5 2.6

Montana 4.1 8.7 3.1

Nebraska 3.3 6.8 2.2

Nevada 6.4 10.7 4.1

New Hampshire 4 7.7 1.9

New Jersey 5.3 10.6 3.5

New Mexico 3.9 9.9 3.1

New York 5.3 10.5 4

North Carolina 6 10.2 3.1

North Dakota 3.2 6.9 2.5

Ohio 6.6 13.8 3.9

Oklahoma 3.9 9.4 2.7

Oregon 5.5 12.1 4.7

Pennsylvania 5.2 12.9 4

Rhode Island 7.5 9.7 2.9

South Carolina 6.2 11.4 3.1

South Dakota 2.8 5.9 2.4

0

2

4

6

8

10

12

14

16

18

20


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Tennessee 6.5 12.4 3.8

Texas 4.4 9.3 4.1

Utah 3.2 9.7 2.4

Vermont 4.7 9 2.2

Virginia 4 7.8 2.2

Washington 5.5 12.2 4.4

West Virginia 5.3 18.2 4.3Wisconsin 4.6 11.8 2.9

Wyoming 3.2 10.1 1.9


29/205

best chart to use.


30/205


31/205

June 2008 Rate

Historical High

Historical Low


32/205

Internet Usage: 2009 US Census Bureau

.Age No Internet Internet Broadband Dialup

..Under 25 years 2,192 4,443 4,263 151

..25-34 years 5,103 14,707 14,095 496

..35-44 years 4,931 17,249 16,250 913 ..45-54 years 6,052 18,982 17,610 1,255

..55 years and older 19,078 26,558 23,574 2,834

Possible Observations 35-44 age group has the most internet access.

55 and over group is more likely not to have internet access.

0%10%20%30%40%50%60%70%80%90%

100%

..Under

25 years

..25-34

years

..35-44

years

..45-54

years

..55

years and

older

Comparison by Age Group

Dialup

Broadband

Internet

No Internet


33/205


34/205

Dialup

588

2,0001,612

1,297


35/205

Retirement Portfolio

Mutual Fund Type Net Asset Value Shares Total Value

Fidelity Capital Appreciation Large Cap 25.14$ 1225 30,796.50$

Fidelity Contrafund Large Cap 55.32$ 1500 82,980.00$

Fidelity Equity Income Large Cap 51.00$ 1400 71,400.00$Fidelity Export & Multinational Large Cap 19.11$ 600 11,466.00$

Fidelity Strategic Large Cap Value Large Cap 12.68$ 1800 22,824.00$

Fidelity Mid Cap Stock Mid Cap 22.38$ 600 13,428.00$

Fidelity Value Mid Cap 69.92$ 850 59,432.00$

Fidelity Small Cap Independence Small Cap 19.02$ 1000 19,020.00$

Fidelity Low Priced Stock Small Cap 39.54$ 400 15,816.00$

Fidelity Puritan Blended 19.87$ 1500 29,805.00$

Fidelity Fidelity Fund Blended 30.44$ 675 20,547.00$

Fidelity Mortgage Securities Bond 11.23$ 700 7,861.00$

Fidelity Strategic Income Bond 10.59$ 400 4,236.00$

389,611.50$


36/205

Total Value Distribution

Fidelity Capital Appr

Fidelity Contrafund

Fidelity Equity Incom

Fidelity Export & Mul

Fidelity Strategic Lar

Fidelity Mid Cap Stoc

Fidelity Value

Fidelity Small Cap Ind

Fidelity Low Priced St

Fidelity Puritan

Fidelity Fidelity Fund

Fidelity Mortgage Se

Fidelity Strategic Inco


37/205


38/205

2010 J.D. Power and Associates Initial Quality Statistics

Brand

ro ems per

100 Vehicles

Porsche 83

Acura 86

Mercedes 87

Lexus 88

Ford 93

Honda 95

Hyundai 102

Lincoln 106

Infiniti 107

Volvo 109

Audi 111

Cadillac 111

Chevrolet 111Nissan 111

BMW 113

Mercury 113

Buick 114

Mazda 114

Scion 114

Toyota 117

Subaru 121

Chrysler 122

Suzuki 122

GMC 126

Kia 126

Jeep 129

Dodge 130

Mini 133

VW 135

Mitsubishi 146

Land Rover 170


39/205

Purchase Orders

Supplier Order No. Item No. Item Desc Item Cost Quantity Cost per order % of Total

Alum Shee A0433 5417 Control Pa 255.00$ 500 127,500.00$ 5.16%

Durrable P A1344 5454 Control Pa 220.00$ 550 121,000.00$ 4.90%

Durrable P A1456 5454 Control Pa 220.00$ 500 110,000.00$ 4.45%Alum Shee A0446 5417 Control Pa 255.00$ 406 103,530.00$ 4.19%

Steelpin In B3222 8008 Machined 645.00$ 150 96,750.00$ 3.91%

Hulkey Fa C1212 1122 Airframe fa 4.25$ 19,500 82,875.00$ 3.35%

Manley Va C3333 8148 Machined 655.50$ 125 81,937.50$ 3.31%

Steelpin In C0467 8008 Machined 645.00$ 120 77,400.00$ 3.13%


Hulkey Fa D2121 1122 Airframe fa 4.25$ 17,500 74,375.00$ 3.01%

Hulkey Fa D3232 1122 Airframe fa 4.25$ 17,000 72,250.00$ 2.92%


Steelpin In B3333 8008 Machined 645.00$ 100 64,500.00$ 2.61%


Durrable P A1567 1369 Airframe fa 4.20$ 15,000 63,000.00$ 2.55%


Durrable P B1468 1369 Airframe fa 4.20$ 14,000 58,800.00$ 2.38%


Alum Shee B0567 1243 Airframe fa 4.25$ 10,500 44,625.00$ 1.81%

Alum Shee A0443 1243 Airframe fa 4.25$ 10,000 42,500.00$ 1.72%

Durrable P B1666 1369 Airframe fa 4.20$ 10,000 42,000.00$ 1.70%

Alum Shee B0247 1243 Airframe fa 4.25$ 9,000 38,250.00$ 1.55%

Fast-Tie A B2528 5689 Side Panel 175.00$ 175 30,625.00$ 1.24%

Alum Shee B0447 5634 Side Panel 185.00$ 150 27,750.00$ 1.12%Fast-Tie A C0423 5689 Side Panel 175.00$ 155 27,125.00$ 1.10%

Fast-Tie A B2498 5689 Side Panel 175.00$ 150 26,250.00$ 1.06%

Alum Shee B0479 5634 Side Panel 185.00$ 140 25,900.00$ 1.05%

Steelpin In C0456 5677 Side Panel 195.00$ 130 25,350.00$ 1.03%

Durrable P B1589 5275 Shielded C 1.00$ 25,000 25,000.00$ 1.01%

Fast-Tie A B2566 5462 Shielded C 1.05$ 23,000 24,150.00$ 0.98%

Hulkey Fas C6765 5066 Shielded C 0.95$ 25,000 23,750.00$ 0.96%


Fast-Tie A C0433 5462 Shielded C 1.05$ 22,500 23,625.00$ 0.96%

Steelpin In A0205 5677 Side Panel 195.00$ 120 23,400.00$ 0.95%


Steelpin In B3022 5677 Side Panel 195.00$ 110 21,450.00$ 0.87%

Steelpin In C0589 5319 Shielded C 1.10$ 18,100 19,910.00$ 0.81%

Steelpin In A0115 5319 Shielded C 1.10$ 17,500 19,250.00$ 0.78%

Steelpin In A0204 5319 Shielded C 1.10$ 16,500 18,150.00$ 0.73%

Alum Shee A0223 4224 Bolt-nut pa 3.95$ 4,500 17,775.00$ 0.72%

Spacetime A0666 5125 Shielded C 1.15$ 15,000 17,250.00$ 0.70%

Spacetime A3467 4111 Bolt-nut pa 3.55$ 4,800 17,040.00$ 0.69%


40/205

Hulkey Fas D1212 5066 Shielded C 0.95$ 17,500 16,625.00$ 0.67%



Steelpin In A0123 4312 Bolt-nut pa 3.75$ 4,250 15,937.50$ 0.64%

Steelpin In A0207 4312 Bolt-nut pa 3.75$ 4,200 15,750.00$ 0.64%

Steelpin In B0445 4312 Bolt-nut pa 3.75$ 4,150 15,562.50$ 0.63%

Spacetime A1444 4111 Bolt-nut pa 3.55$ 4,250 15,087.50$ 0.61%Spacetime A1222 4111 Bolt-nut pa 3.55$ 4,200 14,910.00$ 0.60%


Durrable P A1457 4569 Bolt-nut pa 3.50$ 3,900 13,650.00$ 0.55%

Durrable P B1345 7258 Pressure G 90.00$ 120 10,800.00$ 0.44%

Fast-Tie A B2499 7268 Pressure G 95.00$ 110 10,450.00$ 0.42%

Manley Va A9842 7258 Pressure G 100.50$ 100 10,050.00$ 0.41%

Fast-Tie A B2511 7268 Pressure G 95.00$ 105 9,975.00$ 0.40%

Manley Va A2356 7258 Pressure G 100.50$ 95 9,547.50$ 0.39%

Manley Va C2222 7258 Pressure G 100.50$ 90 9,045.00$ 0.37%

Durrable P B1234 7258 Pressure G 90.00$ 100 9,000.00$ 0.36%

Steelpin In B3111 5234 Electrical 1.65$ 4,850 8,002.50$ 0.32%


Pylon Acce B1111 9764 Gasket 3.75$ 1,980 7,425.00$ 0.30%


Durrable P A1346 9399 Gasket 3.65$ 1,985 7,245.25$ 0.29%

Fast-Tie A C0234 5166 Electrical 1.25$ 5,650 7,062.50$ 0.29%

Hulkey Fas C7875 3166 Electrical 1.25$ 5,650 7,062.50$ 0.29%


Pylon Acce C2211 9764 Gasket 3.75$ 1,850 6,937.50$ 0.28%


Hulkey Fas C8854 3166 Electrical 1.25$ 5,425 6,781.25$ 0.27%Pylon Acce D1111 9764 Gasket 3.75$ 1,800 6,750.00$ 0.27%

Pylon Acce D3333 9764 Gasket 3.75$ 1,750 6,562.50$ 0.27%

Spacetime A0622 9752 Gasket 4.05$ 1,550 6,277.50$ 0.25%

Fast-Tie A B2356 6321 O-Ring 2.45$ 2,500 6,125.00$ 0.25%

Spacetime A0533 9752 Gasket 4.05$ 1,500 6,075.00$ 0.25%




Pylon Acce A9999 6433 O-Ring 2.95$ 1,500 4,425.00$ 0.18%

Manley Va A2378 6431 O-Ring 2.85$ 1,350 3,847.50$ 0.16%

Manley Va A9821 6431 O-Ring 2.85$ 1,300 3,705.00$ 0.15%Fast-Tie A B2378 6321 O-Ring 2.45$ 1,500 3,675.00$ 0.15%

Manley Va A2345 6431 O-Ring 2.85$ 1,250 3,562.50$ 0.14%

Spacetime A0555 6489 O-Ring 3.00$ 1,100 3,300.00$ 0.13%

Fast-Tie A B2333 6321 O-Ring 2.45$ 1,300 3,185.00$ 0.13%

Spacetime A0777 6489 O-Ring 3.00$ 1,050 3,150.00$ 0.13%

Fast-Tie A B2367 6321 O-Ring 2.45$ 1,250 3,062.50$ 0.12%

Fast-Tie A B2345 6321 O-Ring 2.45$ 1,200 2,940.00$ 0.12%

Spacetime A0111 6489 O-Ring 3.00$ 900 2,700.00$ 0.11%


41/205

Manley Va A2367 9977 Panel Dec 1.00$ 525 525.00$ 0.02%

Manley Va A9865 9967 Hatch Dec 0.85$ 550 467.50$ 0.02%

Hulkey Fas C8989 9966 Hatch Dec 0.75$ 500 375.00$ 0.02%

Manley Va A9876 9955 Door Decal 0.55$ 150 82.50$ 0.00%

Manley Va C1111 9955 Door Decal 0.55$ 125 68.75$ 0.00%

TOTAL 2,471,760.00$ 100.00%


42/205


43/205

84.91%

85.57%

86.23%

86.87%

87.51%

88.14%

88.75%89.35%

89.96%

90.51%

90.95%

91.37%

91.77%

92.18%

92.56%

92.93%

93.29%

93.62%

93.94%

94.24%

94.54%

94.83%

95.12%

95.40%

95.68%

95.96%

96.24%

96.52%96.79%

97.06%

97.31%

97.56%

97.80%

98.02%

98.23%

98.42%

98.60%

98.75%

98.90%99.05%

99.20%

99.33%

99.46%

99.59%

99.71%

99.83%

99.94%


44/205

99.96%

99.98%

99.99%

100.00%

100.00%


45/205

Purchase Orders

Supplier Order No. Item No. Item Desc Item Cost Quantity Cost per order A/P Terms

Alum Shee A0446 5417 Control Pa 255.00$ 406 103,530.00$ 30

Alum Shee B0447 5634 Side Panel 185.00$ 150 27,750.00$ 30

Alum Shee B0479 5634 Side Panel 185.00$ 140 25,900.00$ 30

Durrable P B1234 7258 Pressure G 90.00$ 100 9,000.00$ 45

Durrable P B1345 7258 Pressure G 90.00$ 120 10,800.00$ 45

Fast-Tie A B2498 5689 Side Panel 175.00$ 150 26,250.00$ 30

Fast-Tie A B2499 7268 Pressure G 95.00$ 110 10,450.00$ 30

Fast-Tie A B2511 7268 Pressure G 95.00$ 105 9,975.00$ 30

Fast-Tie A B2528 5689 Side Panel 175.00$ 175 30,625.00$ 30

Fast-Tie A C0423 5689 Side Panel 175.00$ 155 27,125.00$ 30

Manley Va A2356 7258 Pressure G 100.50$ 95 9,547.50$ 30

Manley Va A9842 7258 Pressure G 100.50$ 100 10,050.00$ 30

Manley Va A9876 9955 Door Decal 0.55$ 150 82.50$ 30

Manley Va C1111 9955 Door Decal 0.55$ 125 68.75$ 30

Manley Va C2222 7258 Pressure G 100.50$ 90 9,045.00$ 30

Manley Va C3333 8148 Machined 655.50$ 125 81,937.50$ 30

Steelpin In A0205 5677 Side Panel 195.00$ 120 23,400.00$ 30

Steelpin In B3022 5677 Side Panel 195.00$ 110 21,450.00$ 30

Steelpin In B3222 8008 Machined 645.00$ 150 96,750.00$ 30

Steelpin In B3333 8008 Machined 645.00$ 100 64,500.00$ 30

Steelpin In C0456 5677 Side Panel 195.00$ 130 25,350.00$ 30

Steelpin In C0467 8008 Machined 645.00$ 120 77,400.00$ 30

Supplier Order No. Item No. Item Desc Item Cost Quantity Cost per order A/P Terms



Durrable P A1344 5454 Control Pa 220.00$ 550 121,000.00$ 45

Durrable P A1456 5454 Control Pa 220.00$ 500 110,000.00$ 45


46/205

Order Date Arrival Date

09/01/11 09/10/11

10/25/11 11/03/11

10/29/11 11/04/11

08/25/11 08/28/11

09/05/11 09/09/11

11/01/11 11/09/11

11/01/11 11/12/11

11/05/11 11/16/11

11/05/11 11/15/11

10/25/11 11/03/11

10/20/11 10/29/11

10/15/11 10/24/11

11/01/11 11/06/1111/05/11 11/10/11

10/10/11 10/17/11

10/10/11 10/17/11

11/02/11 11/13/11

11/05/11 11/17/11

10/15/11 10/26/11

10/10/11 10/21/11

10/28/11 11/07/11

10/28/11 11/04/11

Order Date Arrival Date 4 records of control panels

10/20/11 10/27/11

09/01/11 09/10/11

10/09/11 10/14/11

10/15/11 10/20/11


47/205

Sales Transactions: July 14

Cust ID Region Payment Transacti Source Amount Product Time Of Day

10030 West Paypal 79615191 Email $206.80 Book 18:14

10037 South Paypal 11165609 Web $217 Book 0:00

10051 East Paypal 42519148 Web $209.51 Book 9:0910082 West Paypal 76787805 Email $157.76 Book 19:02


10130 West Paypal 74393415 Web $236.49 Book 16:24


10161 North Paypal 45496161 Web $234.63 Book 9:09


10242 East Paypal 39303323 Web $243.70 Book 20:26

10243 West Paypal 95949085 Web $210.38 Book 12:19




10288 South Paypal 18744208 Web $222.38 Book 18:53

10289 South Paypal 52683186 Web $188.85 Book 5:05

10367 East Paypal 37778643 Web $150.86 Book 13:17




48/205

Current Filter shows all PayPal orders over $100


49/205

Credit Risk Data

Loan Purpose Checking SavingsMonths

Customer

Combined

Checking and

Savings

Small Appliance $12,974 $19,568 13 32,542.00$

New Car $10,417 $19,811 13 30,228.00$

New Car $19,766 $2,141 11 21,907.00$

New Car $8,176 $12,230 7 20,406.00$

New Car $19,812 $0 25 19,812.00$

Furniture $19,155 $131 25 19,286.00$

Small Appliance $0 $18,716 19 18,716.00$

New Car $18,408 $212 13 18,620.00$

Small Appliance $0 $17,653 22 17,653.00$

Business $12,760 $4,873 13 17,633.00$

Small Appliance $795 $16,804 49 17,599.00$

Furniture $0 $17,545 34 17,545.00$Business $16,647 $895 16 17,542.00$

Small Appliance $17,366 $0 16 17,366.00$

Small Appliance $0 $17,124 13 17,124.00$

Small Appliance $16,935 $189 37 17,124.00$

Small Appliance $16,630 $0 11 16,630.00$

Large Appliance $0 $15,800 16 15,800.00$

Business $15,328 $0 25 15,328.00$

Used Car $0 $14,717 28 14,717.00$

Furniture $468 $14,186 22 14,654.00$

Small Appliance $0 $14,643 16 14,643.00$

Used Car $7,885 $6,330 16 14,215.00$

New Car $0 $14,190 37 14,190.00$

Furniture $13,496 $650 19 14,146.00$

Furniture $0 $13,970 13 13,970.00$

Used Car $0 $13,428 7 13,428.00$

Furniture $0 $12,721 37 12,721.00$

Education $287 $12,348 7 12,635.00$

Furniture $0 $12,632 16 12,632.00$

Small Appliance $0 $12,242 25 12,242.00$

New Car $11,072 $891 61 11,963.00$

Small Appliance $0 $11,838 7 11,838.00$New Car $0 $11,587 22 11,587.00$

Business $0 $11,481 25 11,481.00$

Small Appliance $317 $10,980 13 11,297.00$

Small Appliance $765 $10,406 10 11,171.00$

Small Appliance $0 $10,853 25 10,853.00$

New Car $0 $10,723 11 10,723.00$

Business $9,783 $885 13 10,668.00$

Used Car $0 $10,099 16 10,099.00$


50/205

New Car $9,621 $308 25 9,929.00$

New Car $0 $9,125 13 9,125.00$

Business $8,948 $110 31 9,058.00$

New Car $0 $9,016 49 9,016.00$

Furniture $0 $8,944 25 8,944.00$

Furniture $8,636 $214 11 8,850.00$

Small Appliance $959 $7,876 28 8,835.00$New Car $8,060 $607 19 8,667.00$

Furniture $0 $8,357 25 8,357.00$

Education $8,122 $136 22 8,258.00$

Small Appliance $8,249 $0 31 8,249.00$

Furniture $352 $7,525 13 7,877.00$

Small Appliance $6,851 $901 13 7,752.00$

Furniture $0 $7,710 25 7,710.00$

Used Car $271 $7,090 25 7,361.00$

Small Appliance $6,509 $493 37 7,002.00$

Furniture $150 $6,520 12 6,670.00$

Small Appliance $0 $6,628 37 6,628.00$Small Appliance $0 $6,490 19 6,490.00$

Used Car $0 $6,345 25 6,345.00$

Small Appliance $5,960 $129 13 6,089.00$

Furniture $0 $5,857 19 5,857.00$

Small Appliance $5,133 $698 19 5,831.00$

Education $963 $4,754 40 5,717.00$

New Car $5,588 $0 22 5,588.00$

Small Appliance $0 $5,564 25 5,564.00$

Business $0 $5,180 22 5,180.00$

Business $0 $4,973 25 4,973.00$New Car $305 $4,553 7 4,858.00$

New Car $4,802 $0 37 4,802.00$

New Car $698 $4,033 16 4,731.00$

Business $670 $4,014 31 4,684.00$

New Car $478 $4,071 10 4,549.00$

Furniture $0 $4,486 10 4,486.00$

Other $852 $3,613 61 4,465.00$

Small Appliance $0 $4,449 25 4,449.00$

Furniture $4,256 $0 16 4,256.00$

Business $859 $3,305 25 4,164.00$

Business $2,715 $1,435 49 4,150.00$Furniture $4,089 $0 7 4,089.00$

New Car $942 $3,036 25 3,978.00$

Furniture $101 $3,871 13 3,972.00$

New Car $3,880 $0 23 3,880.00$

Small Appliance $0 $3,870 25 3,870.00$

Small Appliance $298 $3,326 73 3,624.00$

Small Appliance $3,565 $0 31 3,565.00$

Business $674 $2,886 49 3,560.00$


51/205

Small Appliance $0 $3,529 14 3,529.00$

Business $758 $2,665 13 3,423.00$

Furniture $0 $3,369 25 3,369.00$

New Car $3,329 $0 19 3,329.00$

New Car $0 $3,305 11 3,305.00$

Business $0 $3,285 7 3,285.00$

Education $0 $3,281 19 3,281.00$Small Appliance $0 $3,273 13 3,273.00$

Business $339 $2,790 22 3,129.00$

Repairs $3,111 $0 13 3,111.00$

Education $0 $3,105 16 3,105.00$

New Car $193 $2,684 13 2,877.00$

Small Appliance $2,846 $0 13 2,846.00$

Furniture $2,827 $0 11 2,827.00$

New Car $585 $2,223 16 2,808.00$

New Car $682 $2,017 37 2,699.00$

Repairs $0 $2,688 10 2,688.00$

New Car $2,641 $0 13 2,641.00$Small Appliance $900 $1,732 37 2,632.00$

Used Car $2,484 $0 49 2,484.00$

New Car $889 $1,583 37 2,472.00$

Used Car $2,472 $0 37 2,472.00$

Small Appliance $956 $1,482 46 2,438.00$

Furniture $876 $1,533 31 2,409.00$

New Car $644 $1,571 19 2,215.00$

Education $335 $1,708 37 2,043.00$

Furniture $983 $950 13 1,933.00$

Small Appliance $0 $1,851 12 1,851.00$Education $996 $837 49 1,833.00$

Business $870 $917 28 1,787.00$

New Car $789 $989 31 1,778.00$

Small Appliance $911 $823 46 1,734.00$

Small Appliance $940 $715 9 1,655.00$

Business $778 $861 49 1,639.00$

New Car $1,613 $0 25 1,613.00$

Business $986 $578 28 1,564.00$

Used Car $0 $1,519 40 1,519.00$

Other $645 $855 25 1,500.00$

Education $713 $784 61 1,497.00$Other $560 $887 25 1,447.00$

Education $977 $463 10 1,440.00$

New Car $939 $496 19 1,435.00$

Small Appliance $565 $863 10 1,428.00$

Small Appliance $829 $583 7 1,412.00$

New Car $624 $785 37 1,409.00$

Small Appliance $887 $519 7 1,406.00$

New Car $708 $683 13 1,391.00$


52/205

New Car $497 $888 16 1,385.00$

Furniture $652 $732 49 1,384.00$

New Car $0 $1,366 19 1,366.00$

Business $444 $921 28 1,365.00$

Furniture $759 $596 10 1,355.00$

Used Car $1,336 $0 37 1,336.00$

New Car $382 $883 31 1,265.00$Education $1,257 $0 10 1,257.00$

Large Appliance $0 $1,238 13 1,238.00$

Furniture $0 $1,230 25 1,230.00$

Furniture $828 $391 9 1,219.00$

Small Appliance $0 $1,218 13 1,218.00$

Small Appliance $265 $947 25 1,212.00$

Small Appliance $256 $954 10 1,210.00$

Small Appliance $303 $899 13 1,202.00$

Furniture $664 $537 31 1,201.00$

Repairs $273 $904 7 1,177.00$

Small Appliance $895 $243 13 1,138.00$Small Appliance $296 $818 19 1,114.00$

Business $498 $598 37 1,096.00$

New Car $166 $922 13 1,088.00$

Small Appliance $734 $348 7 1,082.00$

Business $898 $177 22 1,075.00$

Used Car $219 $841 43 1,060.00$

Business $929 $124 9 1,053.00$

Small Appliance $211 $822 8 1,033.00$

Repairs $271 $759 19 1,030.00$

Furniture $617 $411 31 1,028.00$Used Car $0 $999 25 999.00$

Furniture $0 $991 7 991.00$

Business $0 $989 49 989.00$

Furniture $0 $987 37 987.00$

Furniture $638 $347 13 985.00$

Furniture $0 $979 25 979.00$

Used Car $0 $973 49 973.00$

Small Appliance $0 $970 13 970.00$


Furniture $757 $208 25 965.00$

Small Appliance $0 $959 11 959.00$Furniture $0 $957 19 957.00$


Furniture $513 $442 7 955.00$


New Car $949 $0 49 949.00$

Furniture $0 $948 19 948.00$


Furniture $0 $945 13 945.00$


53/205

Furniture $0 $941 13 941.00$

Education $798 $137 25 935.00$

Small Appliance $231 $702 10 933.00$

Business $0 $922 19 922.00$

Education $0 $922 37 922.00$

Small Appliance $514 $405 49 919.00$

Small Appliance $0 $914 19 914.00$New Car $0 $912 7 912.00$

Furniture $0 $909 25 909.00$

Small Appliance $152 $757 49 909.00$

Education $522 $385 10 907.00$

New Car $0 $904 12 904.00$

Used Car $0 $904 49 904.00$

Business $322 $578 10 900.00$

Small Appliance $483 $415 19 898.00$


Repairs $0 $897 19 897.00$

Small Appliance $893 $0 16 893.00$New Car $296 $591 37 887.00$

New Car $0 $886 22 886.00$

New Car $538 $344 13 882.00$


New Car $0 $862 49 862.00$


Business $0 $859 19 859.00$

Used Car $0 $859 31 859.00$

New Car $0 $857 11 857.00$

Education $842 $0 37 842.00$Furniture $0 $836 16 836.00$

Furniture $0 $836 25 836.00$


Furniture $0 $835 19 835.00$


New Car $0 $821 25 821.00$

New Car $0 $821 48 821.00$

Used Car $819 $0 13 819.00$

Furniture $0 $815 19 815.00$


Repairs $0 $807 25 807.00$New Car $0 $806 19 806.00$

Furniture $113 $692 11 805.00$

Furniture $0 $803 13 803.00$

Furniture $0 $800 13 800.00$

Business $0 $800 49 800.00$


Furniture $305 $492 19 797.00$

Used Car $0 $789 25 789.00$


54/205

New Car $315 $466 13 781.00$

Furniture $457 $318 19 775.00$

Large Appliance $0 $775 19 775.00$

Repairs $0 $772 25 772.00$

New Car $0 $771 25 771.00$

New Car $0 $770 37 770.00$

Small Appliance $0 $763 13 763.00$Small Appliance $0 $762 10 762.00$

New Car $0 $761 25 761.00$

New Car $0 $759 16 759.00$

New Car $162 $595 22 757.00$

New Car $0 $750 13 750.00$

Business $509 $241 25 750.00$

Business $0 $750 37 750.00$

Furniture $0 $746 13 746.00$


Furniture $0 $736 13 736.00$

Furniture $0 $734 37 734.00$Small Appliance $0 $726 19 726.00$

Business $0 $724 25 724.00$

Repairs $0 $718 19 718.00$


Furniture $0 $717 37 717.00$

Business $257 $460 49 717.00$

New Car $0 $716 19 716.00$

Business $522 $194 25 716.00$

New Car $0 $713 13 713.00$

New Car $0 $712 16 712.00$Small Appliance $0 $710 25 710.00$


Furniture $0 $706 31 706.00$

Education $705 $0 25 705.00$

Used Car $0 $701 22 701.00$

New Car $0 $693 19 693.00$

Furniture $161 $524 13 685.00$


Used Car $0 $674 37 674.00$

New Car $0 $667 29 667.00$

Business $663 $0 19 663.00$New Car $0 $660 17 660.00$

New Car $0 $659 19 659.00$



Used Car $109 $540 37 649.00$

New Car $0 $648 15 648.00$

Used Car $646 $0 25 646.00$

Retraining $644 $0 13 644.00$


55/205


Furniture $642 $0 13 642.00$

New Car $0 $637 13 637.00$

Furniture $0 $636 22 636.00$

Repairs $0 $626 43 626.00$

New Car $396 $228 13 624.00$

Used Car $0 $612 49 612.00$Repairs $0 $609 31 609.00$

Used Car $0 $609 37 609.00$

Used Car $0 $607 37 607.00$

New Car $0 $605 37 605.00$

Retraining $0 $603 13 603.00$

New Car $461 $140 19 601.00$



New Car $122 $460 37 582.00$

New Car $580 $0 11 580.00$

New Car $0 $579 22 579.00$Small Appliance $0 $576 7 576.00$

Business $0 $565 19 565.00$



New Car $0 $547 13 547.00$

New Car $332 $214 25 546.00$

Furniture $0 $544 19 544.00$

New Car $0 $544 25 544.00$

New Car $0 $541 19 541.00$

Furniture $0 $538 25 538.00$Business $0 $533 14 533.00$

New Car $0 $531 13 531.00$

Other $0 $523 37 523.00$


New Car $0 $509 16 509.00$

New Car $0 $508 13 508.00$

Furniture $0 $506 25 506.00$


Business $0 $500 25 500.00$

New Car $0 $500 28 500.00$

Small Appliance $497 $0 7 497.00$Education $0 $497 41 497.00$

Furniture $0 $493 13 493.00$


New Car $0 $490 13 490.00$

New Car $0 $486 12 486.00$


Furniture $0 $485 37 485.00$

New Car $0 $483 19 483.00$


56/205


57/205

Business $0 $265 13 265.00$

Used Car $0 $260 25 260.00$


Education $0 $238 13 238.00$

New Car $0 $229 13 229.00$

Other $218 $0 49 218.00$


New Car $0 $207 13 207.00$

Repairs $207 $0 28 207.00$

Furniture $0 $204 31 204.00$

Education $197 $0 37 197.00$

New Car $0 $192 7 192.00$


Furniture $0 $180 5 180.00$

Used Car $0 $178 13 178.00$

Business $177 $0 49 177.00$

Business $172 $0 25 172.00$Furniture $0 $169 19 169.00$

Education $0 $164 13 164.00$

Furniture $0 $162 25 162.00$

Used Car $0 $160 13 160.00$


Furniture $0 $154 37 154.00$

Business $0 $150 49 150.00$


Furniture $0 $146 25 146.00$


New Car $135 $0 37 135.00$

Used Car $0 $129 31 129.00$

New Car $0 $128 13 128.00$

New Car $0 $127 7 127.00$

Education $0 $127 13 127.00$

Furniture $0 $127 31 127.00$

New Car $0 $116 49 116.00$

New Car $0 $113 25 113.00$

Used Car $0 $109 25 109.00$

New Car $0 $108 25 108.00$Business $0 $104 25 104.00$

Used Car $0 $104 37 104.00$

New Car $0 $102 7 102.00$

Used Car $0 $0 11 -$

Furniture $0 $0 13 -$

Used Car $0 $0 19 -$

New Car $0 $0 22 -$



58/205

Other $0 $0 25 -$

New Car $0 $0 25 -$

New Car $0 $0 25 -$


Education $0 $0 37 -$

Used Car $0 $0 37 -$

Furniture $0 $0 40 -$Small Appliance $0 $0 43 -$

TOTAL 1,215,745.00$


59/205

% Cumulative %

2.68% 2.68%

2.49% 5.16%

1.80% 6.97%

1.68% 8.64%

1.63% 10.27%

1.59% 11.86%

1.54% 13.40%

1.53% 14.93%

1.45% 16.38%

1.45% 17.83%

1.45% 19.28%

1.44% 20.72%1.44% 22.17%

1.43% 23.59%

1.41% 25.00%

1.41% 26.41%

1.37% 27.78%

1.30% 29.08% (a) The relation is not particularly strong.

1.26% 30.34%

1.21% 31.55% (b) Less than 25% of the customers have 80% of

1.21% 32.76%

1.20% 33.96%

1.17% 35.13%

1.17% 36.30%

1.16% 37.46%

1.15% 38.61%

1.10% 39.71%

1.05% 40.76%

1.04% 41.80%

1.04% 42.84%

1.01% 43.85%

0.98% 44.83%

0.97% 45.80%0.95% 46.76%

0.94% 47.70%

0.93% 48.63%

0.92% 49.55%

0.89% 50.44%

0.88% 51.32%

0.88% 52.20%

0.83% 53.03%

$-

$5,000.00

$10,000.00

$15,000.00

$20,000.00

$25,000.00

$30,000.00

$35,000.00

0 10 20 30

Combined Account

Balance

Mont


60/205

0.82% 53.85%

0.75% 54.60%

0.75% 55.34%

0.74% 56.09%

0.74% 56.82%

0.73% 57.55%

0.73% 58.28%0.71% 58.99%

0.69% 59.68%

0.68% 60.36%

0.68% 61.03%

0.65% 61.68%

0.64% 62.32%

0.63% 62.95%

0.61% 63.56%

0.58% 64.14%

0.55% 64.68%

0.55% 65.23%

0.53% 65.76%

0.52% 66.29%

0.50% 66.79%

0.48% 67.27%

0.48% 67.75%

0.47% 68.22%

0.46% 68.68%

0.46% 69.13%

0.43% 69.56%

0.41% 69.97%0.40% 70.37%

0.39% 70.76%

0.39% 71.15%

0.39% 71.54%

0.37% 71.91%

0.37% 72.28%

0.37% 72.65%

0.37% 73.02%

0.35% 73.37%

0.34% 73.71%

0.34% 74.05%0.34% 74.39%

0.33% 74.71%

0.33% 75.04%

0.32% 75.36%

0.32% 75.68%

0.30% 75.98%

0.29% 76.27%

0.29% 76.56%


61/205

0.29% 76.85%

0.28% 77.13%

0.28% 77.41%

0.27% 77.68%

0.27% 77.96%

0.27% 78.23%

0.27% 78.50%0.27% 78.77%

0.26% 79.02%

0.26% 79.28%

0.26% 79.53%

0.24% 79.77%

0.23% 80.00%

0.23% 80.24%

0.23% 80.47%

0.22% 80.69%

0.22% 80.91%

0.22% 81.13%

0.22% 81.34%

0.20% 81.55%

0.20% 81.75%

0.20% 81.96%

0.20% 82.16%

0.20% 82.35%

0.18% 82.54%

0.17% 82.70%

0.16% 82.86%

0.15% 83.02%0.15% 83.17%

0.15% 83.31%

0.15% 83.46%

0.14% 83.60%

0.14% 83.74%

0.13% 83.87%

0.13% 84.01%

0.13% 84.13%

0.12% 84.26%

0.12% 84.38%

0.12% 84.51%0.12% 84.63%

0.12% 84.74%

0.12% 84.86%

0.12% 84.98%

0.12% 85.10%

0.12% 85.21%

0.12% 85.33%

0.11% 85.44%


62/205

0.11% 85.56%

0.11% 85.67%

0.11% 85.78%

0.11% 85.89%

0.11% 86.01%

0.11% 86.12%

0.10% 86.22%0.10% 86.32%

0.10% 86.42%

0.10% 86.53%

0.10% 86.63%

0.10% 86.73%

0.10% 86.83%

0.10% 86.93%

0.10% 87.02%

0.10% 87.12%

0.10% 87.22%

0.09% 87.31%

0.09% 87.40%

0.09% 87.50%

0.09% 87.58%

0.09% 87.67%

0.09% 87.76%

0.09% 87.85%

0.09% 87.94%

0.08% 88.02%

0.08% 88.11%

0.08% 88.19%0.08% 88.27%

0.08% 88.35%

0.08% 88.44%

0.08% 88.52%

0.08% 88.60%

0.08% 88.68%

0.08% 88.76%

0.08% 88.84%

0.08% 88.92%

0.08% 89.00%

0.08% 89.08%0.08% 89.15%

0.08% 89.23%

0.08% 89.31%

0.08% 89.39%

0.08% 89.47%

0.08% 89.55%

0.08% 89.62%

0.08% 89.70%


63/205


64/205

0.06% 93.10%

0.06% 93.16%

0.06% 93.23%

0.06% 93.29%

0.06% 93.35%

0.06% 93.42%

0.06% 93.48%0.06% 93.54%

0.06% 93.61%

0.06% 93.67%

0.06% 93.73%

0.06% 93.79%

0.06% 93.85%

0.06% 93.92%

0.06% 93.98%

0.06% 94.04%

0.06% 94.10%

0.06% 94.16%

0.06% 94.22%

0.06% 94.28%

0.06% 94.34%

0.06% 94.40%

0.06% 94.45%

0.06% 94.51%

0.06% 94.57%

0.06% 94.63%

0.06% 94.69%

0.06% 94.75%0.06% 94.81%

0.06% 94.87%

0.06% 94.92%

0.06% 94.98%

0.06% 95.04%

0.06% 95.10%

0.06% 95.15%

0.06% 95.21%

0.06% 95.26%

0.05% 95.32%

0.05% 95.37%0.05% 95.43%

0.05% 95.48%

0.05% 95.54%

0.05% 95.59%

0.05% 95.64%

0.05% 95.70%

0.05% 95.75%

0.05% 95.80%


65/205

0.05% 95.85%

0.05% 95.91%

0.05% 95.96%

0.05% 96.01%

0.05% 96.06%

0.05% 96.12%

0.05% 96.17%0.05% 96.22%

0.05% 96.27%

0.05% 96.32%

0.05% 96.37%

0.05% 96.42%

0.05% 96.46%

0.05% 96.51%

0.05% 96.56%

0.05% 96.61%

0.05% 96.66%

0.05% 96.70%

0.05% 96.75%

0.05% 96.80%

0.05% 96.84%

0.05% 96.89%

0.04% 96.93%

0.04% 96.98%

0.04% 97.02%

0.04% 97.07%

0.04% 97.11%

0.04% 97.16%0.04% 97.20%

0.04% 97.25%

0.04% 97.29%

0.04% 97.33%

0.04% 97.37%

0.04% 97.41%

0.04% 97.46%

0.04% 97.50%

0.04% 97.54%

0.04% 97.58%

0.04% 97.62%0.04% 97.66%

0.04% 97.70%

0.04% 97.74%

0.04% 97.78%

0.04% 97.82%

0.04% 97.86%

0.04% 97.90%

0.04% 97.94%


66/205

0.04% 97.98%

0.04% 98.02%

0.04% 98.06%

0.04% 98.10%

0.04% 98.14%

0.04% 98.18%

0.04% 98.21%0.04% 98.25%

0.04% 98.29%

0.04% 98.33%

0.03% 98.36%

0.03% 98.39%

0.03% 98.43%

0.03% 98.46%

0.03% 98.50%

0.03% 98.53%

0.03% 98.57%

0.03% 98.60%

0.03% 98.63%

0.03% 98.67%

0.03% 98.70%

0.03% 98.73%

0.03% 98.76%

0.03% 98.79%

0.03% 98.83%

0.03% 98.86%

0.03% 98.89%

0.03% 98.92%0.03% 98.95%

0.03% 98.98%

0.03% 99.01%

0.03% 99.04%

0.03% 99.07%

0.03% 99.10%

0.03% 99.12%

0.03% 99.15%

0.03% 99.18%

0.03% 99.20%

0.03% 99.23%0.03% 99.26%

0.03% 99.28%

0.02% 99.31%

0.02% 99.33%

0.02% 99.36%

0.02% 99.38%

0.02% 99.40%

0.02% 99.42%


67/205

0.02% 99.45%

0.02% 99.47%

0.02% 99.49%

0.02% 99.51%

0.02% 99.53%

0.02% 99.54%

0.02% 99.56%0.02% 99.58%

0.02% 99.60%

0.02% 99.61%

0.02% 99.63%

0.02% 99.65%

0.02% 99.66%

0.02% 99.68%

0.01% 99.69%

0.01% 99.71%

0.01% 99.72%

0.01% 99.74%

0.01% 99.75%

0.01% 99.76%

0.01% 99.78%

0.01% 99.79%

0.01% 99.80%

0.01% 99.81%

0.01% 99.83%

0.01% 99.84%

0.01% 99.85%

0.01% 99.86%0.01% 99.87%

0.01% 99.89%

0.01% 99.90%

0.01% 99.91%

0.01% 99.92%

0.01% 99.93%

0.01% 99.94%

0.01% 99.95%

0.01% 99.96%

0.01% 99.97%

0.01% 99.97%0.01% 99.98%

0.01% 99.99%

0.01% 100.00%

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%


68/205

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%

0.00% 100.00%0.00% 100.00%

100.00%


69/205

the total balance.

40 50 60 70 80

s As Customer


70/205

Based on filter results

Loan

Purpose

Marital

Status

Single

count

Married

count

Divorced

count

New Car Single 59 8 37

New Car MarriedNew Car Divorced

New Car Single

New Car Divorced

New Car Single

New Car Single

New Car Single

New Car Single

New Car Single

New Car Single

New Car Single

New Car Single

New Car Single

New Car Divorced

New Car Single

New Car Single

New Car Married

New Car Single

New Car Single

New Car Single

New Car Divorced

New Car DivorcedNew Car Single

New Car Divorced

New Car Divorced

New Car Single

New Car Divorced

New Car Divorced

New Car Divorced

New Car Single

New Car Single

New Car Single

New Car Single

New Car Married

New Car Married

New Car Single

New Car Divorced

New Car Divorced

New Car Divorced

New Car Single


71/205

New Car Married

New Car Single

New Car Single

New Car Divorced

New Car Divorced

New Car Single

New Car SingleNew Car Single

New Car Divorced

New Car Single

New Car Divorced

New Car Single

New Car Single

New Car Divorced

New Car Divorced

New Car Divorced

New Car Divorced

New Car Divorced

New Car Single

New Car Single

New Car Single

New Car Divorced

New Car Single

New Car Single

New Car Divorced

New Car Divorced

New Car Married

New Car DivorcedNew Car Single

New Car Single

New Car Single

New Car Single

New Car Divorced

New Car Divorced

New Car Single

New Car Single

New Car Single

New Car Divorced

New Car Married

New Car Single

New Car Single

New Car Single

New Car Divorced

New Car Divorced

New Car Single

New Car Divorced

New Car Married


72/205

New Car Single

New Car Divorced

New Car Divorced

New Car Single

New Car Single

New Car Single

New Car SingleNew Car Single

New Car Single

New Car Divorced

New Car Divorced

New Car Single

New Car Single

New Car Divorced

New Car Single

New Car Single

M

M

M


73/205

Single count

Married count

Divorced count


74/205

Credit Risk Data

Loan PurposeMonths

EmployedGender Marital Status Credit Risk

Education 2 F Divorced High credit risk customers.

New Car 2 F Divorced HighFurniture 3 F Divorced High

Small Appliance 1 F Divorced High

New Car 8 M Single High

Furniture 5 F Divorced High

New Car 2 F Divorced High

Business 3 F Divorced High

Small Appliance 3 M Single High

Small Appliance 4 M Married High



Large Appliance 0 F Divorced High

Education 2 F Divorced High









New Car 6 F Divorced HighFurniture 3 F Divorced High



Furniture 0 M Single High

Repairs 2 F Divorced High

Large Appliance 8 M Married High

Furniture 4 M Married High



Repairs 0 F Divorced High








Business 4 M Single High


75/205


Education 4 M Divorced High

Furniture 0 M Divorced High




Small Appliance 5 M Married HighSmall Appliance 4 M Married High











Used Car 2 F Divorced High




Used Car 0 F Divorced High

Repairs 3 M Divorced High


New Car 0 M Married High


Education 7 M Single HighSmall Appliance 11 F Divorced High

Education 9 F Divorced High

Repairs 2 M Single High

Used Car 1 M Married High

Business 2 M Divorced High








Business 2 F Divorced High

Furniture 2 F Divorced Low

Furniture 0 M Single Low

Repairs 2 M Married Low

New Car 2 M Single Low

New Car 5 M Married Low

Used Car 0 F Divorced Low


76/205

Education 5 F Divorced Low

New Car 0 F Divorced Low

Small Appliance 5 F Divorced Low

Business 1 M Married Low



Used Car 4 F Divorced LowFurniture 1 F Divorced Low





Furniture 6 M Divorced Low


Business 10 F Divorced Low





Used Car 7 M Married Low

Business 2 M Single Low




Small Appliance 8 M Single Low



Small Appliance 5 M Married LowFurniture 1 F Divorced Low





Repairs 0 F Divorced Low


New Car 10 M Divorced Low





Used Car 0 M Single Low


Used Car 9 M Divorced Low


Business 1 F Divorced Low

Used Car 8 M Divorced Low

Furniture 3 M Married Low


77/205




Other 0 M Divorced Low

Education 9 M Single Low

Repairs 0 M Single Low

Used Car 0 M Single LowNew Car 5 F Divorced Low

Other 0 M Single Low



78/205

High

count

Low

count

211 213

Fairly equal number of observations


79/205

Credit Risk Data

Loan Purpose Loan Purpose FREQUENCY

Small Appliance Small Appliance 105

Furniture New Car 104

New Car Furniture 85Furniture Business 44

Education Used Car 40

Furniture Education 23

New Car Repairs 12

Business Other 6

Small Appliance Large Appliance 4

Small Appliance Retraining 2

Business

New Car

Business

New Car

New Car

Used Car

Furniture

New Car

Repairs

Education

Furniture

Furniture

Furniture

FurnitureNew Car

Business

Used Car

Used Car

Small Appliance

Small Appliance

Education

Small Appliance

Small Appliance

Business

Business

Small Appliance

Furniture

Small Appliance

Small Appliance

New Car

Other

Used Car

1

1


80/205

Small Appliance

Furniture

Furniture

Small Appliance

Furniture

New Car

BusinessSmall Appliance

Small Appliance

Furniture

Business

New Car

Used Car

Education

Furniture

New Car

New Car

Furniture

New Car

New Car

Small Appliance

New Car

Small Appliance

Small Appliance

Business

Used Car

Furniture

FurnitureNew Car

Small Appliance

Business

Furniture

Small Appliance

New Car

Business

Business

Repairs

Business

New Car

Education

New Car

Education

New Car

Small Appliance

Used Car

Small Appliance

Small Appliance


81/205

Furniture

Education

Small Appliance

Repairs

Business

Small Appliance

Small ApplianceSmall Appliance

New Car

Small Appliance

Furniture

Small Appliance

New Car

Retraining

Furniture

New Car

Education

Business

Furniture

New Car

Used Car

Small Appliance

Furniture

Business

Used Car

Furniture

Furniture

Small ApplianceUsed Car

Large Appliance

Furniture

Furniture

Small Appliance

Small Appliance

Furniture

New Car

New Car

New Car

Furniture

Small Appliance

Business

Furniture

Small Appliance

Small Appliance

Small Appliance

Other

Business


82/205

Repairs

New Car

Furniture

Furniture

Small Appliance

Small Appliance

FurnitureSmall Appliance

Business

Repairs

Small Appliance

Furniture

New Car

New Car

Used Car

New Car

Used Car

New Car

Small Appliance

New Car

Used Car

Education

Furniture

Large Appliance

Furniture

Furniture

Business

Used CarSmall Appliance

Small Appliance

Used Car

Small Appliance

Repairs

Furniture

Used Car

New Car

New Car

New Car

Repairs

Furniture

Used Car

Small Appliance

New Car

Business

Small Appliance

Small Appliance

Business


83/205

Furniture

Furniture

Small Appliance

Small Appliance

Furniture

Used Car

BusinessNew Car

New Car

Furniture

New Car

Small Appliance

Furniture

Small Appliance

Business

Small Appliance

New Car

Education

New Car

New Car

New Car

Furniture

Small Appliance

Business

Other

Small Appliance

New Car

Small ApplianceNew Car

Furniture

Business

Used Car

Used Car

Small Appliance

Small Appliance

Education

Small Appliance

Large Appliance

Education

Furniture

Business

New Car

Repairs

Furniture

Small Appliance

New Car

Small Appliance


84/205

Business

New Car

Small Appliance

Used Car

New Car

Small Appliance

FurnitureNew Car

Used Car

Business

Furniture

Used Car

Small Appliance

Small Appliance

Business

Furniture

Small Appliance

Small Appliance

New Car

New Car

Used Car

Small Appliance

Business

Education

Furniture

Business

Other

FurnitureNew Car

New Car

Business

Used Car

Business

Sm

Ch3 Evans BA1e

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