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MBA 674 Final Exam Due date: May 7th by end of day (Submit to Canvas – no exceptions and no extensions; please submit it all in 1 pdf or word document) Background: You work for a chain department store as a new data analyst. You are provided with few weeks of sales data for 100 stores that the company owns, and your task is to predict the sales for each store over next week, along with other specific objectives. Variables you have in the data “Final Exam Data” Store – store number Date – week Temperature – average temperature for the week Fuel_Price – cost of fuel per gallon to deliver goods to the store MarkDown1 – MarkDown5: data related to the promotional markdowns that the store is running. Any missing value is marked with a NA. CPI – consumer price index Unemployment – the unemployment rate Weekly_sales - weekly sales of each store. Inspection – 1 if there was a surprise inspection done at the store in that given week, 0 if there was no inspection Store_sqft - The size of each store in Square feet Store_location – 1 if store is in a large city, 2 if store is in a medium city, 3 if store is in a small city. Objective: Write a detail report summarizing the following (there is no page limit on this report). Make sure it is all clearly labeled and all the answers are clearly indicated. (If I cannot read it or find it, you will receive no credit for it) Make sure to have nice clean tables for the various regression results and they are labeled so I know which model was estimated in which table. Investigate the following: 1. Estimate the weekly sales for each store for the week of 3/12/2010 a. You must write down the data generating model that you specified, including the results, method of estimation (use OLS for this part), the interpretation of each coefficient and explanation of the significance of each coefficient. You should also provide an explanation for why you selected variables that you did (you should think about which variables to include (more than one independent), but MarkDown1-5 must be included). b. Once you have predicted the weekly sales for the upcoming week, provide visual/graphical display of the data. That is, create charts that show weekly sales by each store (– Excel is fine but you can use Tableau, if Tableau make sure to copy the image into the word document as I am only grading the final report). c. Provide descriptive statistics (tables) for the predicted and original weekly sales, this should include mean sales by each week for the 100 stores. i. Separate the predicted weekly sales into two groups, one for the weeks of 2/5, 2/12/ and 2/19, and the other group for weeks 2/26, 3/5, 3/12. Once that is completed carry out a t-test for the means of the weekly sales for the two groups. Please explain what you found and show the results. Also, write down the hypothesis test you are conducting. 2. You want to estimate the impact of Unemployment on weekly sales (your predicted weekly sales), controlling for other factors. You have been told that Unemployment is endogenous. a. Please describe what is meant by Unemployment being endogenous in terms of this estimation; what problems could occur if you don’t deal with the endogeneity of Unemployment. Explain this using the model and logical argument. b. You decided that Fuel_Price would be a good Instrument Variable (IV) to use to solve the endogeneity problem of Unemployment. Please discuss why you think Fuel_Price would make a good Instrument Variable; show and discuss whether it meets the criteria for a good IV. c. Estimate the model using 2 State Least Squares (2SLS) where you have Fuel_Price as the IV (even if you find that it is weak IV in part b (it is still the best you have)). i. Write down the data generating model ii. Show the results from the first and second state of the estimation and explain the results, including significance and interpretation of each coefficient. d. Show visually/graphically how Unemployment is related to Weekly Sales. 3. The health inspection board conducts frequent inspections of our stores, using the linear probability model, please estimate how store and local economy’s characteristics impact the probability of Inspection at a given store in a given week. a. Write down the data generating model b. Interpret the model and the coefficients, including the significance of each coefficient. Explain what it means intuitively. Which factors have greatest impact on probability of inspection. c. Explain the shortcomings of the model you just estimated. d. You realize that linear probability model is not the best method to estimate this, therefore you decide to run the Logit model, however, you don’t have the software to do it on your computer and you asked a colleague to run the estimations for you. She has given you Table 1 with output from the model she estimate. It is not exactly what you wanted to estimate but it is what she gave you. i. Evaluate the model in Table 1, what does it tell you. ii. Write down the data generating process model that Table 1 represents. iii. Use the results in Table 1 to predict how much an increase by $1 of Fuel Price would impact the probability of an inspection (assume the change is from the average of Fuel Price). You must show your work step-by-step to get credit. Table 1: Logistic Regression Results Logistic regression Number of obs = 468 LR chi2(5) = 6.6 Prob > chi2 = 0.2519 Log likelihood = -319.70535 Pseudo R2 = 0.0102 Inspection Coefficient Std. Err. z P>z [95% Conf. Interval] Weekly Sales 0.0000147 0.0000105 1.41 0.16 -5.81E-06 3.52E-05 Store Sqft 0.0000613 0.0000348 1.76 0.078 -6.92E-06 0.00013 Fuel Price -0.121675 0.2800377 -0.43 0.664 -0.6705389 0.427189 CPI -0.0026158 0.0038806 -0.67 0.5 -0.0102217 0.00499 Unemployment 0.0128902 0.1645026 0.08 0.938 -0.309529 0.335309 Constant -0.8356797 1.945335 -0.43 0.668 -4.648467 2.977107

Sheet1 Store Date Temperature Fuel_Price MarkDown1 MarkDown2 MarkDown3 MarkDown4 MarkDown5 CPI Unemployment weekly_sales Inspection Store_sqft Store_location 1 2/5/10 42.31 2.572 211.0963582 8.106 20557.8 0 20358 1 1 2/12/10 38.51 2.548 211.2421698 8.106 19591.7 1 20358 1 1 2/19/10 39.93 2.514 211.2891429 8.106 19101.3 0 20358 1 1 2/26/10 46.63 2.561 211.3196429 8.106 18436.2 1 20358 1 1 3/5/10 46.5 2.625 211.3501429 8.106 18847.5 1 20358 1 1 3/12/10 57.79 2.667 211.3806429 8.106 1 20358 1 2 2/5/10 54.58 2.72 211.215635 8.106 21532.9 1 17168 3 2 2/12/10 51.45 2.732 211.0180424 8.106 20065.7 0 17168 3 2 2/19/10 62.27 2.719 210.8204499 7.808 19908.6 1 17168 3 2 2/26/10 65.86 2.77 210.6228574 7.808 21548.9 1 17168 3 2 3/5/10 66.32 2.808 210.4887 7.808 20743.4 0 17168 3 2 3/12/10 64.84 2.795 210.4391228 7.808 0 17168 3 3 2/5/10 67.41 2.78 210.3895456 7.808 21240.4 1 18196 3 3 2/12/10 72.55 2.835 210.3399684 7.808 20868.9 0 18196 3 3 2/19/10 74.78 2.854 210.3374261 7.808 18430.9 1 18196 3 3 2/26/10 76.44 2.826 210.6170934 7.808 20745.3 0 18196 3 3 3/5/10 80.44 2.759 210.8967606 7.808 20072.9 1 18196 3 3 3/12/10 80.69 2.705 211.1764278 7.808 0 18196 3 4 2/5/10 80.43 2.668 211.4560951 7.808 23205.4 0 22550 3 4 2/12/10 84.11 2.637 211.4537719 7.808 22652.6 0 22550 3 4 2/19/10 84.34 2.653 211.3386526 7.808 20660.8 0 22550 3 4 2/26/10 80.91 2.669 211.2235333 7.787 22151.9 0 22550 3 4 3/5/10 80.48 2.642 211.108414 7.787 20472.3 1 22550 3 4 3/12/10 83.15 2.623 211.1003854 7.787 1 22550 3 5 2/5/10 83.36 2.608 211.2351443 7.787 20608.1 0 21032 1 5 2/12/10 81.84 2.64 211.3699032 7.787 27853.7 0 21032 1 5 2/19/10 87.16 2.627 211.5046621 7.787 27161.4 0 21032 1 5 2/26/10 87 2.692 211.6394211 7.787 23572.6 1 21032 1 5 3/5/10 86.65 2.664 211.6033633 7.787 21550.8 1 21032 1 5 3/12/10 85.22 2.619 211.5673056 7.787 0 21032 1 6 2/5/10 81.21 2.577 211.5312479 7.787 26127.5 1 20479 1 6 2/12/10 78.69 2.565 211.4951902 7.787 26264.4 1 20479 1 6 2/19/10 82.11 2.582 211.5224596 7.787 21699.8 0 20479 1 6 2/26/10 80.94 2.624 211.5972246 7.787 30678.2 1 20479 1 6 3/5/10 71.89 2.603 211.6719895 7.838 33166 1 20479 1 6 3/12/10 63.93 2.633 211.7467544 7.838 0 20479 1 7 2/5/10 67.18 2.72 211.8137436 7.838 20513.2 0 18924 3 7 2/12/10 69.86 2.725 211.8612937 7.838 19258 0 18924 3 7 2/19/10 69.64 2.716 211.9088438 7.838 24653.2 0 18924 3 7 2/26/10 58.74 2.689 211.9563939 7.838 24691.5 0 18924 3 7 3/5/10 59.61 2.728 212.003944 7.838 22911.3 0 18924 3 7 3/12/10 51.41 2.771 211.8896737 7.838 0 18924 3 8 2/5/10 64.52 2.735 211.7484333 7.838 24929.7 0 15247 2 8 2/12/10 49.27 2.708 211.607193 7.838 23428.4 1 15247 2 8 2/19/10 46.33 2.843 211.4659526 7.838 22081.8 0 15247 2 8 2/26/10 49.84 2.869 211.4053124 7.838 21380.4 0 15247 2 8 3/5/10 52.33 2.886 211.4051222 7.838 20233.3 0 15247 2 8 3/12/10 48.43 2.943 211.4049321 7.838 1 15247 2 9 2/5/10 48.27 2.976 211.4047419 7.742 22726.9 1 23790 1 9 2/12/10 35.4 2.983 211.4574109 7.742 22628.6 1 23790 1 9 2/19/10 44.04 3.016 211.8272343 7.742 22516.3 1 23790 1 9 2/26/10 43.83 3.01 212.1970577 7.742 20989.1 0 23790 1 9 3/5/10 42.27 2.989 212.5668812 7.742 19719.7 0 23790 1 9 3/12/10 36.39 3.022 212.9367046 7.742 1 23790 1 10 2/5/10 57.36 3.045 213.2478853 7.742 21900.3 1 20205 3 10 2/12/10 62.9 3.065 213.535609 7.742 20451.6 1 20205 3 10 2/19/10 59.58 3.288 213.8233327 7.742 23450.3 1 20205 3 10 2/26/10 53.56 3.459 214.1110564 7.742 21282.6 1 20205 3 10 3/5/10 62.76 3.488 214.3627114 7.742 21705.7 1 20205 3 10 3/12/10 69.97 3.473 214.5999389 7.742 0 20205 3 11 2/5/10 59.17 3.524 214.8371664 7.682 23233.9 1 17392 1 11 2/12/10 67.84 3.622 215.0743939 7.682 22414.6 1 17392 1 11 2/19/10 71.27 3.743 215.2918561 7.682 21298.7 1 17392 1 11 2/26/10 72.99 3.807 215.4599053 7.682 23597.6 0 17392 1 11 3/5/10 72.03 3.81 215.6279544 7.682 21057.3 1 17392 1 11 3/12/10 64.61 3.906 215.7960035 7.682 1 17392 1 12 2/5/10 75.64 3.899 215.9640526 7.682 21970.3 0 20589 2 12 2/12/10 67.63 3.907 215.7339202 7.682 20083 0 20589 2 12 2/19/10 77.72 3.786 215.5037878 7.682 22152.3 0 20589 2 12 2/26/10 83 3.699 215.2736553 7.682 21430.7 0 20589 2 12 3/5/10 83.13 3.648 215.0435229 7.682 21733.6 1 20589 2 12 3/12/10 86.41 3.637 214.9980596 7.682 0 20589 2 13 2/5/10 83.58 3.594 215.0910982 7.682 20689.1 1 15260 3 13 2/12/10 85.55 3.524 215.1841368 7.962 20787 0 15260 3 13 2/19/10 85.83 3.48 215.2771754 7.962 20071.8 1 15260 3 13 2/26/10 88.54 3.575 215.3611087 7.962 26384.4 0 15260 3 13 3/5/10 85.77 3.651 215.4222784 7.962 22736 0 15260 3 13 3/12/10 86.83 3.682 215.4834482 7.962 0 15260 3 14 2/5/10 91.65 3.684 215.544618 7.962 22691.5 1 24473 2 14 2/12/10 90.76 3.638 215.6057878 7.962 21983.2 0 24473 2 14 2/19/10 89.94 3.554 215.6693107 7.962 20753.5 0 24473 2 14 2/26/10 87.96 3.523 215.7332258 7.962 22798.6 1 24473 2 14 3/5/10 87.83 3.533 215.7971409 7.962 19836.4 0 24473 2 14 3/12/10 76 3.546 215.861056 7.962 1 24473 2 15 2/5/10 79.94 3.526 216.0410526 7.962 21907.7 0 22306 2 15 2/12/10 75.8 3.467 216.3758246 7.962 20648.5 1 22306 2 15 2/19/10 79.69 3.355 216.7105965 7.962 20458.1 1 22306 2 15 2/26/10 69.31 3.285 217.0453684 7.866 23725.6 1 22306 2 15 3/5/10 71.74 3.274 217.3552733 7.866 22949.2 1 22306 2 15 3/12/10 63.71 3.353 217.5159762 7.866 1 22306 2 16 3/5/10 60.14 3.236 410.31 98 55805.51 8 554.92 218.4676211 7.866 21279.4 1 15793 2 16 3/12/10 48.91 3.172 5629.51 68 1398.11 2084.64 20475.32 218.7147333 7.866 1 15793 2 16 2/26/10 62.25 3.308 6074.12 254.39 51.98 427.39 5988.57 218.2205088 7.866 22966.3 0 15793 2 16 2/19/10 59.11 3.297 10382.9 6115.67 215.07 2406.62 6551.42 217.9980849 7.866 21726.2 0 15793 2 16 2/5/10 66.57 3.372 217.6766791 7.866 22880 1 15793 2 16 2/12/10 54.98 3.332 217.837382 7.866 22379.6 1 15793 2 17 2/19/10 47.96 3.112 2725.36 40.48 634.7 24.9 2739.43 219.3577216 7.866 20619 0 19516 3 17 2/5/10 43.93 3.158 4640.65 19 105.02 3639.42 14461.82 218.9618456 7.866 21519 0 19516 3 17 2/12/10 51.63 3.159 5011.32 67 347.37 225.79 4011.37 219.1794533 7.866 20265.2 0 19516 3 17 3/12/10 48.53 3.261 5183.29 8025.87 42.24 453.08 3719.38 219.8925263 7.348 1 19516 3 17 2/26/10 44.55 3.129 5762.1 46011.38 260.36 983.65 4735.78 219.5359898 7.866 22324.9 0 19516 3 17 3/5/10 49.01 3.157 6277.39 21813.16 143.1 1450.13 8483 219.7142581 7.348 23358.3 0 19516 3 18 2/12/10 54.26 3.29 1164.46 1082.74 44 11 1222.19 220.0788523 7.348 21573 1 19346 2 18 2/5/10 54.11 3.268 4139.87 2807.19 33.88 500.62 3400.21 219.9856893 7.348 23572.7 0 19346 2 18 3/12/10 57.25 3.555 9349.61 7556.01 3.2 1219.92 8143.59 220.636902 7.348 0 19346 2 18 3/5/10 45.32 3.51 9873.33 11062.27 9.8 8409.31 3402.66 220.4257586 7.348 20699.1 0 19346 2 18 2/26/10 48.02 3.409 13925.06 6927.23 101.64 8471.88 6886.04 220.2651783 7.348 20787.4 1 19346 2 18 2/19/10 56.55 3.36 34577.06 3579.21 160.53 32403.87 5630.4 220.1720153 7.348 21507.2 0 19346 2 19 2/19/10 64.74 3.734 4298.16 7.5 2.02 2724.65 2017.69 221.2118132 7.348 19237 0 23026 2 19 2/26/10 65.93 3.787 6118.56 9.48 4.97 426.72 3657.22 221.2864126 7.348 19987.8 0 23026 2 19 3/12/10 70.43 3.891 10121.97 77.98 3750.59 4510.72 221.4356112 7.143 1 23026 2 19 3/5/10 67.61 3.845 10309.58 0.5 10.25 1654.17 2642.78 221.3610119 7.348 19597.4 0 23026 2 19 2/12/10 58.76 3.669 10331.04 151.88 6 671.43 5509.84 221.0591887 7.348 20245.3 0 23026 2 19 2/5/10 60.96 3.63 15441.4 1569 10.8 25390.88 8067.61 220.8480454 7.348 20804.9 1 23026 2 20 2/12/10 66.76 3.877 2230.8 612.02 19.75 275.13 5747.1 221.5640737 7.143 21926.4 0 17844 1 20 2/19/10 67.23 3.814 3221.25 35.49 577.14 6222.25 221.6179368 7.143 21775.7 1 17844 1 20 3/12/10 70.33 3.63 6154.14 45.11 1675.49 5508.18 221.742674 7.143 0 17844 1 20 2/5/10 69.07 3.891 6186.19 3288.69 17.07 1822.55 1063.78 221.5102105 7.143 25283.6 0 17844 1 20 3/5/10 73.77 3.688 8351.4 10.52 2443.14 3127.88 221.7256632 7.143 21480.9 1 17844 1 20 2/26/10 75.55 3.749 21290.13 69.89 4977.35 3261.04 221.6718 7.143 22116.8 0 17844 1 21 3/12/10 84.88 3.286 3965.73 161.6 435.99 4212.97 221.8434 7.143 0 19500 3 21 2/5/10 77.22 3.561 4039.39 745.19 1429.96 3631.13 221.744944 7.143 22192.6 0 19500 3 21 2/26/10 79.35 3.393 5621.99 109.6 0.25 2420.28 3083.26 221.7626421 7.143 21044 0 19500 3 21 2/12/10 77.95 3.501 6086.21 12 370.51 148.75 3690.85 221.7472139 7.143 21260.6 1 19500 3 21 3/5/10 78.39 3.346 8624.56 171.25 3.05 2524.07 7063.68 221.8030211 7.143 19793.2 0 19500 3 21 2/19/10 78.3 3.452 8813.81 116.8 64.55 2652.04 7161.91 221.7494839 7.143 21015 1 19500 3 22 2/19/10 80.42 3.311 3213 313.72 9.53 2262.02 3228.19 221.9327267 6.908 22878.6 0 16536 2 22 2/26/10 82.66 3.407 7146.9 389.02 1.59 10267.54 4325.19 221.9412954 6.908 22935.6 0 16536 2 22 2/12/10 77.12 3.256 7218.13 45.2 36.24 3909.38 2596.37 221.9241579 6.908 21973.4 0 16536 2 22 3/12/10 85.05 3.494 11436.22 245 6.85 6964.26 4836.22 221.9584329 6.908 0 16536 2 22 2/5/10 81.57 3.227 12218.76 94.4 192.83 4066.01 6149.04 221.8837789 6.908 22973.7 1 16536 2 22 3/5/10 86.11 3.417 27584.78 119.98 30.23 12007.04 4661.71 221.9498642 6.908 20937 1 16536 2 23 2/5/10 84.85 3.571 3662.06 137.86 4.84 2752.2 3446.15 222.0384109 6.908 21327.6 0 15051 3 23 2/26/10 83.96 3.73 5204.68 35.74 50.94 4120.32 2737.17 222.4390153 6.908 21213 1 15051 3 23 2/12/10 77.66 3.62 6237.83 260.06 2.97 3463.03 7988.25 222.1719457 6.908 19866.4 0 15051 3 23 3/12/10 69.87 3.721 6352.3 7.64 4.69 1010.06 6456.71 222.7818386 6.908 0 15051 3 23 3/5/10 74.97 3.717 17212.52 7 18.79 1523.11 7992.72 222.5820193 6.908 19166.9 0 15051 3 23 2/19/10 80.49 3.638 21442.73 102.32 21.7 13209.64 3032.96 222.3054805 6.908 21236 0 15051 3 24 2/26/10 67.97 3.594 950.33 4.93 80.25 2312.85 223.4257233 6.573 22763.9 1 24513 2 24 2/19/10 62.99 3.601 2086.18 8.11 602.36 5926.45 223.3812965 6.573 19368.9 0 24513 2 24 3/5/10 69.16 3.506 2585.85 31.75 6 1057.16 1305.01 223.4442513 6.573 21395.4 1 24513 2 24 2/5/10 76.08 3.666 3666.27 7.64 1.65 1417.96 4744.28 222.9816579 6.908 19685.7 1 24513 2 24 3/12/10 55.32 3.386 6766.44 5147.7 50.82 3639.9 2737.42 223.4627793 6.573 1 24513 2 24 2/12/10 68.55 3.617 8077.89 18.22 3617.43 3626.14 223.1814772 6.573 21391.2 0 24513 2 25 2/19/10 56.23 3.211 883.59 4.17 74910.32 209.91 303.32 223.5619474 6.573 24324.8 0 24778 1 25 2/26/10 52.34 3.207 2460.03 3838.35 150.57 6966.34 223.6109842 6.573 23068.1 1 24778 1 25 3/12/10 48.89 3.168 3504.83 73.26 1636.8 2779.6 223.7192767 6.573 1 24778 1 25 3/5/10 64.12 3.198 6343.16 270 2928.9 10147.9 223.6600211 6.573 23546.8 0 24778 1 25 2/12/10 52.92 3.252 9696.28 292.1 103.78 1133.15 6612.69 223.5129105 6.573 23774.6 1 24778 1 25 2/5/10 61.24 3.314 11421.32 3370.89 40.28 4646.79 6154.16 223.4813073 6.573 23893.1 0 24778 1 26 3/12/10 53.37 3.227 965.89 1097.91 0.1 225.36 1831.88 224.2355518 6.525 0 24066 2 26 2/19/10 41.73 3.161 1214.08 25366.33 15.01 72.36 3940.02 224.080983 6.525 26037.6 0 24066 2 26 3/5/10 42.92 3.237 3772.69 3559.46 3.88 246.62 1900.4 224.2358132 6.525 25272.6 0 24066 2 26 2/26/10 50.32 3.243 6520.24 16134.6 12.17 774.55 4001.25 224.2015518 6.525 24561.7 0 24066 2 26 2/5/10 56.02 3.098 8231.71 274 358.15 2834.02 223.8398455 6.573 24417.4 1 24066 2 26 2/12/10 44.79 3.108 12659.55 37101.13 174.78 74.46 1208.86 223.9604143 6.573 25738.6 1 24066 2 27 3/12/10 50.81 3.658 5000.58 290.46 78.77 606.15 3697.11 224.7087632 6.525 0 17455 3 27 2/5/10 56.46 3.244 9290.91 1359.9 265 20657.82 972.61 224.2352903 6.525 25840.6 1 17455 3 27 3/5/10 48.01 3.711 10610.74 261.46 2.8 25.54 2747.59 224.5645263 6.525 25038.3 1 17455 3 27 2/26/10 50.25 3.597 20107.75 3163.89 42.2 15657.3 5812.86 224.4202895 6.525 24573.6 0 17455 3 27 2/12/10 56.67 3.417 32355.16 729.8 280.89 20426.61 4671.78 224.2350289 6.525 24478.1 0 17455 3 27 2/19/10 49.66 3.475 72937.29 6665.52 47.21 13014.67 6310.18 224.2760526 6.525 25837.4 0 17455 3 28 3/12/10 67.1 3.451 3530.36 3.95 107.5 458.76 2062.05 225.1701596 6.314 0 20825 3 28 3/5/10 62.72 3.529 3672.43 932.58 52.86 949.07 2836.64 225.1701596 6.314 26065.2 1 20825 3 28 2/5/10 55.33 3.622 3808.13 15.65 2616.6 1909.17 224.8356808 6.525 25881 1 20825 3 28 2/12/10 63.42 3.611 12553.98 495.1 6787.75 2545.66 224.9193005 6.525 25693.4 1 20825 3 28 2/26/10 58.59 3.583 12872.34 5687.86 485.97 478.04 5092.33 225.0865399 6.314 26997.4 1 20825 3 28 2/19/10 51 3.606 13067.46 384.9 122.93 3903.8 225.0029202 6.525 26676.7 0 20825 3 29 2/12/10 66.66 3.386 2298.63 2 129.9 55.46 1301.04 36926.7 0 19240 2 29 3/12/10 78.02 3.466 2369.77 142.45 475.35 45.55 2056.84 1 19240 2 29 2/5/10 59.23 3.417 2387.72 98.34 516.28 1421.63 225.1701596 6.314 35811 1 19240 2 29 2/19/10 63.9 3.392 4624.61 83.88 42.38 1618.31 8144.9 27601.5 1 19240 2 29 3/5/10 77.19 3.494 7959.89 178 1621.47 3152.57 2938.7 33503.2 0 19240 2 29 2/26/10 69.53 3.454 16170.5 92 8.32 4127.24 6206.97 27700.9 1 19240 2 30 2/5/10 76.44 3.439 3514.75 742.59 116.15 1015.44 5137.09 36238.4 0 24460 3 30 2/26/10 83.94 3.495 4205.98 796.7 6.84 3816.78 4812.74 47068.6 1 24460 3 30 3/12/10 83.12 3.4 6089.94 1362.42 209.62 2367.42 2651.05 0 24460 3 30 3/5/10 79.85 3.422 7649.99 3503.29 1766.77 9454.96 1079.89 27613.4 0 24460 3 30 2/19/10 81.35 3.479 8104.02 417.99 327.33 5182.25 3754.44 43572.6 0 24460 3 30 2/12/10 79.86 3.431 12592.32 527.48 402.88 7474.56 2484.44 27534.5 0 24460 3 31 2/12/10 81.54 3.62 332.17 673.19 1 38.63 1245.2 31377.4 1 15560 1 31 2/5/10 79.26 3.556 3117.04 1060.39 199.05 1012.3 5381.72 24311.6 1 15560 1 31 2/19/10 40.19 2.572 210.7526053 8.324 28812.6 0 15560 1 31 2/26/10 38.49 2.548 210.8979935 8.324 30111.7 1 15560 1 31 3/5/10 39.69 2.514 210.9451605 8.324 29691.8 1 15560 1 31 3/12/10 46.1 2.561 210.9759573 8.324 0 15560 1 32 2/5/10 47.17 2.625 211.0067542 8.324 28505.3 0 22549 3 32 2/12/10 57.56 2.667 211.037551 8.324 29102.1 0 22549 3 32 2/19/10 54.52 2.72 210.8733316 8.324 26222.6 1 22549 3 32 2/26/10 51.26 2.732 210.6766095 8.324 25824.1 0 22549 3 32 3/5/10 63.27 2.719 210.4798874 8.2 25549.3 0 22549 3 32 3/12/10 65.41 2.77 210.2831653 8.2 0 22549 3 33 2/5/10 68.07 2.808 210.1495463 8.2 26796.5 1 18640 2 33 2/12/10 65.11 2.795 210.1000648 8.2 29273.8 1 18640 2 33 2/19/10 66.98 2.78 210.0505833 8.2 25741.2 0 18640 2 33 2/26/10 71.28 2.835 210.0011018 8.2 27645.6 1 18640 2 33 3/5/10 73.31 2.854 209.9984585 8.2 27832.1 0 18640 2 33 3/12/10 74.83 2.826 210.2768443 8.2 1 18640 2 34 2/5/10 81.13 2.759 210.5552301 8.2 26658.5 1 16944 1 34 2/12/10 81.81 2.705 210.833616 8.2 27118.8 1 16944 1 34 2/19/10 83.4 2.668 211.1120018 8.2 25217.5 0 16944 1 34 2/26/10 85.81 2.637 211.1096543 8.2 24530 1 16944 1 34 3/5/10 86.26 2.653 210.9950134 8.2 23975.3 0 16944 1 34 3/12/10 82.74 2.669 210.8803726 8.099 0 16944 1 35 2/5/10 82.59 2.642 210.7657317 8.099 27145.3 1 19651 2 35 2/12/10 85.32 2.623 210.7577954 8.099 27274.2 0 19651 2 35 2/19/10 87.66 2.608 210.8921319 8.099 27290.5 0 19651 2 35 2/26/10 83.49 2.64 211.0264684 8.099 25354.5 1 19651 2 35 3/5/10 89.53 2.627 211.1608049 8.099 26518.8 0 19651 2 35 3/12/10 89.05 2.692 211.2951413 8.099 1 19651 2 36 2/5/10 88.7 2.664 211.2596586 8.099 26407.9 1 25000 1 36 2/12/10 87.12 2.619 211.2241759 8.099 28697.1 1 25000 1 36 2/19/10 81.83 2.577 211.1886931 8.099 25657.6 1 25000 1 36 2/26/10 79.09 2.565 211.1532104 8.099 26568.2 1 25000 1 36 3/5/10 82.05 2.582 211.1806415 8.099 25661.8 1 25000 1 36 3/12/10 81.79 2.624 211.2552578 8.099 1 25000 1 37 2/5/10 69.24 2.603 211.3298742 8.163 24243.7 1 21681 1 37 2/12/10 63.19 2.633 211.4044906 8.163 25386.6 1 21681 1 37 2/19/10 65.8 2.72 211.4713286 8.163 29164.9 0 21681 1 37 2/26/10 68.5 2.725 211.5187208 8.163 25660.5 0 21681 1 37 3/5/10 66.24 2.716 211.5661131 8.163 27148.5 0 21681 1 37 3/12/10 57.85 2.689 211.6135053 8.163 1 21681 1 38 2/5/10 59.69 2.728 211.6608975 8.163 25185.1 0 18168 1 38 2/12/10 50.81 2.771 211.5470304 8.163 26489.5 1 18168 1 38 2/19/10 62.98 2.735 211.4062867 8.163 28182.3 0 18168 1 38 2/26/10 49.33 2.708 211.265543 8.163 24118.3 0 18168 1 38 3/5/10 45.5 2.843 211.1247993 8.163 26717.4 0 18168 1 38 3/12/10 47.55 2.869 211.0645458 8.163 1 18168 1 39 2/5/10 49.97 2.886 211.0646599 8.163 25320.2 1 20873 1 39 2/12/10 47.3 2.943 211.064774 8.163 27958.8 1 20873 1 39 2/19/10 44.69 2.976 211.0648881 8.028 27098 1 20873 1 39 2/26/10 33.02 2.983 211.1176713 8.028 25174.6 0 20873 1 39 3/5/10 41.4 3.016 211.4864691 8.028 27980.6 0 20873 1 39 3/12/10 42.83 3.01 211.8552668 8.028 0 20873 1 40 2/5/10 38.25 2.989 212.2240646 8.028 27171.2 1 20508 1 40 2/12/10 33.19 3.022 212.5928624 8.028 28528.7 1 20508 1 40 2/19/10 57.83 3.045 212.9033115 8.028 28041.8 1 20508 1 40 2/26/10 60.8 3.065 213.190421 8.028 27135.7 1 20508 1 40 3/5/10 57.77 3.288 213.4775305 8.028 28594.8 1 20508 1 40 3/12/10 52.7 3.459 213.7646401 8.028 1 20508 1 41 2/5/10 62.32 3.488 214.0156238 8.028 25584.7 0 24001 3 41 2/12/10 69.42 3.473 214.2521573 8.028 27322.9 0 24001 3 41 2/19/10 55.43 3.524 214.4886908 7.931 26493.6 1 24001 3 41 2/26/10 67 3.622 214.7252242 7.931 26489.8 0 24001 3 41 3/5/10 69.48 3.743 214.9420631 7.931 30036.3 0 24001 3 41 3/12/10 69.39 3.807 215.1096657 7.931 0 24001 3 42 2/5/10 69.21 3.81 215.2772683 7.931 26660.6 1 24779 2 42 2/12/10 61.48 3.906 215.4448709 7.931 26143.9 0 24779 2 42 2/19/10 74.61 3.899 215.6124735 7.931 25502.7 1 24779 2 42 2/26/10 67.14 3.907 215.3834778 7.931 26751.9 0 24779 2 42 3/5/10 76.42 3.786 215.1544822 7.931 28224.5 0 24779 2 42 3/12/10 83.07 3.699 214.9254865 7.931 1 24779 2 43 2/5/10 83.4 3.648 214.6964908 7.931 24560.8 0 18613 3 43 2/12/10 86.53 3.637 214.6513538 7.931 25094.6 0 18613 3 43 2/19/10 85.17 3.594 214.7441108 7.931 24081.1 1 18613 3 43 2/26/10 85.69 3.524 214.8368678 7.852 24009.9 1 18613 3 43 3/5/10 87.7 3.48 214.9296249 7.852 25059 0 18613 3 43 3/12/10 89.83 3.575 215.0134426 7.852 0 18613 3 44 2/5/10 89.34 3.651 215.0749122 7.852 26473.7 0 18303 2 44 2/12/10 90.07 3.682 215.1363819 7.852 27259.5 1 18303 2 44 2/19/10 93.34 3.684 215.1978515 7.852 25926.7 1 18303 2 44 2/26/10 91.58 3.638 215.2593211 7.852 25531.9 1 18303 2 44 3/5/10 89.86 3.554 215.3229307 7.852 26698.6 0 18303 2 44 3/12/10 90.45 3.523 215.386897 7.852 1 18303 2 45 2/5/10 89.64 3.533 215.4508632 7.852 25973.2 1 22632 3 45 2/12/10 77.97 3.546 215.5148295 7.852 28061.9 0 22632 3 45 2/19/10 78.85 3.526 215.6944378 7.852 26433.6 1 22632 3 45 2/26/10 75.58 3.467 216.0282356 7.852 25293.6 1 22632 3 45 3/5/10 78.14 3.355 216.3620333 7.852 26251.3 0 22632 3 45 3/12/10 69.92 3.285 216.6958311 7.441 0 22632 3 46 3/12/10 62.01 3.308 6490.92 1217.76 152.12 873.82 7656.42 217.8670218 7.441 1 22949 2 46 3/5/10 59.33 3.297 10797.64 20445 443.32 4754.07 4787.16 217.6455387 7.441 25205.6 1 22949 2 46 2/5/10 71.67 3.274 217.0048261 7.441 26672.4 0 22949 2 46 2/12/10 64.53 3.353 217.1650042 7.441 26810.1 0 22949 2 46 2/19/10 65.87 3.372 217.3251824 7.441 28455.9 0 22949 2 46 2/26/10 55.53 3.332 217.4853605 7.441 25543.5 0 22949 2 47 2/5/10 56.36 3.236 919.71 62 77451.26 23 1589.43 218.1130269 7.441 25266.2 1 20077 1 47 3/5/10 46.66 3.112 2971.04 15.18 1501.75 88.76 6437.61 218.9995495 7.441 24289.5 1 20077 1 47 2/26/10 50.13 3.159 4908.83 61.03 341.49 469.8 4744.27 218.8217928 7.441 23184.7 0 20077 1 47 2/12/10 48.74 3.172 8010.99 83.47 1897.27 4444 28238.93 218.3590319 7.441 25126.7 0 20077 1 47 3/12/10 44.57 3.129 8321.44 92523.94 139.53 1515.4 3027.69 219.1773063 7.441 1 20077 1 47 2/19/10 41.76 3.158 11472.59 40 306.43 4160.55 8899.08 218.605037 7.441 25766.4 0 20077 1 48 2/26/10 50.5 3.29 1920.15 1507.56 86.09 43.4 2613.53 219.7188636 7.057 24277.8 0 19826 2 48 2/12/10 45.99 3.261 4414.72 12092.63 98.38 708.18 4245.6 219.5328198 7.057 23245 1 19826 2 48 2/5/10 46.75 3.157 5886.72 37454.29 121.16 2388.92 7103.97 219.355063 7.057 26825.5 1 19826 2 48 2/19/10 51.7 3.268 6552.26 4355.69 105.97 1703.1 3376.03 219.6258417 7.057 26743.3 1 19826 2 48 3/12/10 46.98 3.409 13510.89 6674.42 94.07 14114.9 9577.83 219.9049073 7.057 0 19826 2 48 3/5/10 55.21 3.36 75149.79 3818.85 221.4 48159.86 7423.61 219.8118854 7.057 5832.36 1 19826 2 49 3/5/10 63.68 3.734 5965.99 230.42 3 2650.77 2073.81 220.8498468 7.057 6221.53 0 23437 1 49 3/12/10 64.01 3.787 6008.98 139.93 6.63 1650.49 5263.08 220.9244858 7.057 0 23437 1 49 2/26/10 57.11 3.669 11784.91 368.32 3 2498.17 7746 220.6974332 7.057 5791.53 0 23437 1 49 2/12/10 54.63 3.555 13048.36 12059.1 10.2 5299.73 10380.03 220.275944 7.057 5569.47 1 23437 1 49 2/5/10 43.82 3.51 13942.54 14273.24 15.76 4927.14 6650.08 220.0651993 7.057 5627.98 1 23437 1 49 2/19/10 58.79 3.63 23901.27 2144.7 9 9799.63 4929.53 220.4866886 7.057 5461.22 1 23437 1 50 3/5/10 67.2 3.814 3076.68 38.32 108.71 2708.9 221.255812 6.891 6633.02 1 15467 1 50 2/26/10 65.69 3.877 7311.02 2236.2 33.53 878.07 4080.32 221.2021074 6.891 5485.47 0 15467 1 50 2/19/10 68.08 3.891 8994.04 6573.08 20.21 4162.2 1966.38 221.1484028 6.891 5754.42 1 15467 1 50 2/12/10 68.43 3.891 12132.59 1.3 32.58 4874.69 5535.13 221.0737638 6.891 6320.07 1 15467 1 50 2/5/10 66.83 3.845 14369.3 164.77 17 1017.31 3470.49 220.9991248 7.057 5786.84 0 15467 1 50 3/12/10 76.73 3.749 23731.47 78.09 7931.42 4443.52 221.3095166 6.891 1 15467 1 51 3/12/10 80.56 3.393 8573.41 195 0.19 4455.38 5288.61 221.4009901 6.891 0 21940 1 51 2/12/10 71.27 3.63 9262.12 42.67 3694.8 4612.01 221.380331 6.891 6334.89 0 21940 1 51 2/19/10 78.19 3.561 10701.32 1030.53 3595.04 14920.27 221.3828029 6.891 5902.13 1 21940 1 51 3/5/10 78.69 3.452 12162.04 463.6 78.39 3610.78 10877.64 221.3877467 6.891 6930.59 0 21940 1 51 2/26/10 78.38 3.501 13091.33 21 245.37 2993.15 5521.72 221.3852748 6.891 5446.75 0 21940 1 51 2/5/10 73.87 3.688 16519.5 117.38 5131.02 3634.25 221.3632212 6.891 5538.03 0 21940 1 52 3/5/10 83.23 3.311 6961.58 241.2 24.97 3401.36 2453.42 221.5701123 6.565 5821.02 1 19153 2 52 3/12/10 86.37 3.407 6999.14 197.72 2.53 6319.33 5007.01 221.5785461 6.565 1 19153 2 52 2/26/10 80.17 3.256 8354.65 342.25 20.53 5674.44 5012.22 221.5616784 6.565 6231.86 0 19153 2 52 2/12/10 86.32 3.286 8495.34 275.8 1935.16 5686.13 221.4813343 6.891 6273.3 0 19153 2 52 2/5/10 81.04 3.346 12126.02 314 60.99 6058.6 36430.33 221.4411622 6.891 6372.7 0 19153 2 52 2/19/10 84.2 3.227 12355.5 295.05 100.15 6720.4 5506.53 221.5215064 6.565 6041.17 1 19153 2 53 2/26/10 76.91 3.62 4759.7 211.38 6.62 2972.88 5102.26 221.8083518 6.565 7306.91 0 18990 1 53 2/19/10 84.79 3.571 4774.16 330.78 10.53 4253.28 4927.26 221.6751459 6.565 6717.07 0 18990 1 53 2/12/10 88.55 3.494 5554.54 142.3 13.43 4187.43 5286.19 221.5954138 6.565 7068.36 0 18990 1 53 3/12/10 87.65 3.73 10658.86 149.28 60.97 2920.9 3275.57 222.0747635 6.565 0 18990 1 53 3/5/10 82.64 3.638 17500.26 73.22 21.38 12878.62 4756.5 221.9415576 6.565 7738.6 1 18990 1 53 2/5/10 90.22 3.417 27650.68 164.58 43.02 21801.9 6652.98 221.5869799 6.565 8977.27 1 18990 1 54 3/5/10 60.97 3.601 2145.5 33.31 586.83 10421.01 223.0154263 6.17 6316.21 0 22707 2 54 3/12/10 68.08 3.594 4461.89 1.14 1579.67 2642.29 223.0598077 6.17 1 22707 2 54 2/26/10 70.27 3.617 6037.76 10.04 3027.37 3853.4 222.8159296 6.17 7562.23 1 22707 2 54 2/12/10 71.09 3.721 6707.94 3.82 15.55 1001.42 7607.94 222.4169362 6.565 8351.84 1 22707 2 54 2/19/10 79.45 3.666 7106.05 1.91 1.65 1549.1 3946.03 222.6164329 6.565 9468.6 0 22707 2 54 2/5/10 75.88 3.717 8325.93 37.32 1808.69 9314.55 222.2174395 6.565 7159.26 1 22707 2 55 3/5/10 58.06 3.211 2280.54 2.49 105146.3 927.97 1253.85 223.1957173 6.17 7205.93 0 18904 3 55 3/12/10 52.64 3.207 4764.84 4748.06 200.48 6088.49 223.2445318 6.17 1 18904 3 55 2/5/10 69.79 3.506 6152.59 129.77 200 272.29 2924.15 223.0783366 6.17 7102.62 0 18904 3 55 2/19/10 61.9 3.314 9497.69 2711.51 109.45 7185.16 6480.49 223.1153944 6.17 6943.97 0 18904 3 55 2/12/10 56.4 3.386 9585.99 6181.03 32.4 1571.2 4510.08 223.0968655 6.17 7395.19 0 18904 3 55 2/26/10 52.72 3.252 26925.38 285.03 101.44 2014.28 8732.45 223.1469028 6.17 6573.89 0 18904 3 56 3/5/10 39.12 3.161 2045.13 34381.53 26.36 159.76 3863.31 223.7137989 6.237 6640.01 0 20488 3 56 2/12/10 47.69 3.168 5550.46 50 871.41 2419.54 223.3523969 6.17 6756.86 0 20488 3 56 2/19/10 55.14 3.098 5692.66 248.76 312.92 594.17 2167.73 223.4728642 6.17 6304.94 1 20488 3 56 3/12/10 47.42 3.243 6722.95 12098.17 13.68 1067.36 5383.2 223.8342663 6.237 1 20488 3 56 2/5/10 64.19 3.198 7303.66 460.32 2352.61 14872.79 223.2933463 6.17 6486.8 1 20488 3 56 2/26/10 41.56 3.108 13194.12 56549.69 377.76 115.89 3479.8 223.5933316 6.17 6463.57 0 20488 3 57 2/12/10 51.33 3.227 1599.61 1605.81 0.6 161.21 1963.72 223.8690083 6.237 6424.66 0 21160 3 57 2/5/10 40.98 3.237 3737.16 3047.9 9.26 49.14 2758.1 223.86882 6.237 7101.88 1 21160 3 57 3/12/10 48.16 3.597 6907.35 4354.2 16.58 1054.97 3019.84 224.0547032 6.237 0 21160 3 57 2/19/10 54.75 3.244 13078.9 1642.02 545.2 12725.35 5002.74 223.8691966 6.237 6003.14 1 21160 3 57 3/5/10 48.92 3.475 16105.39 6019.52 11.33 5982.79 7043.58 223.9106714 6.237 6223.96 0 21160 3 57 2/26/10 56.08 3.417 63622.34 687.56 358.29 44824.98 8167.67 223.8693849 6.237 6335.01 1 21160 3 58 2/5/10 46.08 3.711 6023.68 439.6 4.4 56.86 4416.82 224.198735 6.237 7339.88 0 19102 1 58 2/19/10 55.14 3.622 7640 29.43 1461.6 1824.17 224.469439 6.237 6042.6 1 19102 1 58 3/5/10 50.54 3.606 8248.47 769.51 774.08 3513.62 224.6359852 6.237 6468.08 0 19102 1 58 2/26/10 59.97 3.611 11184.28 853.3 3319.2 3870.64 224.5527121 6.237 5713.48 0 19102 1 58 3/12/10 58.3 3.583 16944.64 4983.34 411.07 2378.92 3007.06 224.7192583 6.112 0 19102 1 58 2/12/10 51.12 3.658 24134.43 54.43 136.7 7235.69 6441.67 224.3427668 6.237 6569.96 1 19102 1 59 2/19/10 58.13 3.417 2782.18 11.92 146.45 461.83 2046.53 224.8025314 6.112 5945.33 1 23915 1 59 3/12/10 70.55 3.454 6242.52 423.82 9.06 1470.25 4390.07 1 23915 1 59 2/12/10 67.05 3.451 6858.52 12.72 104.72 219.88 2640.86 224.8025314 6.112 6955.66 0 23915 1 59 3/5/10 63.51 3.392 7793.3 706.58 76.82 2788.92 35238.98 6004.11 0 23915 1 59 2/5/10 61.23 3.529 10165.99 395.13 66.86 1537.62 3122.19 224.8025314 6.112 6590.51 1 23915 1 59 2/26/10 65.26 3.386 12613.71 21.98 120.42 4940.3 2407.24 6473.69 0 23915 1 60 2/12/10 78.05 3.466 2670.48 188.5 289.22 1258.68 1601.41 6794.1 1 19847 2 60 2/5/10 76.83 3.494 6252.19 358.76 1665.35 797.59 3837.1 6613.98 1 19847 2 60 3/5/10 81.11 3.479 7896.26 491.02 371.73 7426.29 3043.81 6263.75 0 19847 2 60 3/12/10 85.37 3.495 8638.45 2457.32 9 4713.2 9079.05 0 19847 2 60 2/26/10 80.91 3.431 9784.1 548.27 674.6 2966.31 5282.33 5312.14 1 19847 2 60 2/19/10 76.2 3.439 13644.9 900.33 221.4 8826.14 7275.75 6220 0 19847 2 61 2/26/10 83.17 3.62 1966.46 609.55 91 493.6 2416.2 6497.97 0 17268 3 61 2/19/10 79.16 3.556 3313.12 723.52 94.85 1224.91 2471.69 6096.43 1 17268 3 61 2/12/10 85.41 3.4 7527.1 1244.78 84.18 2626.7 3881.66 7987.81 1 17268 3 61 2/5/10 79.48 3.422 11651.46 4984.5 2024.67 15196.91 2862.06 5473.46 0 17268 3 61 3/5/10 45.71 2.572 214.4248812 7.368 6856.91 1 17268 3 61 3/12/10 47.93 2.548 214.5747916 7.368 1 17268 3 62 2/5/10 47.07 2.514 214.6198868 7.368 6005.59 0 17852 2 62 2/12/10 52.05 2.561 214.6475127 7.368 6533.01 1 17852 2 62 2/19/10 53.04 2.625 214.6751386 7.368 5696.92 0 17852 2 62 2/26/10 63.08 2.667 214.7027646 7.368 5544.57 1 17852 2 62 3/5/10 60.42 2.72 214.5301219 7.368 6566.69 0 17852 2 62 3/12/10 57.06 2.732 214.3241011 7.368 0 17852 2 63 2/5/10 65.56 2.719 214.1180803 7.343 5646.6 1 22210 3 63 2/12/10 68 2.77 213.9120595 7.343 7095.38 1 22210 3 63 2/19/10 66.98 2.808 213.7726889 7.343 6453.78 1 22210 3 63 2/26/10 67.87 2.795 213.7221852 7.343 6338.47 1 22210 3 63 3/5/10 70.24 2.78 213.6716815 7.343 6861.41 0 22210 3 63 3/12/10 73.47 2.835 213.6211778 7.343 1 22210 3 64 2/5/10 77.18 2.854 213.6196139 7.343 5635.19 0 23052 2 64 2/12/10 75.81 2.826 213.9116886 7.343 7017.06 1 23052 2 64 2/19/10 78.6 2.759 214.2037634 7.343 6613.5 0 23052 2 64 2/26/10 78.53 2.705 214.4958382 7.343 5779 0 23052 2 64 3/5/10 82.1 2.668 214.787913 7.343 6766.1 1 23052 2 64 3/12/10 83.52 2.637 214.7858259 7.343 0 23052 2 65 2/5/10 83.79 2.653 214.6660741 7.343 5763.65 0 22551 2 65 2/12/10 82.2 2.669 214.5463222 7.346 6933.86 1 22551 2 65 2/19/10 81.75 2.642 214.4265704 7.346 6262.03 1 22551 2 65 2/26/10 84.32 2.623 214.4176476 7.346 6402.72 0 22551 2 65 3/5/10 83.32 2.608 214.5564968 7.346 7198.98 0 22551 2 65 3/12/10 82.04 2.64 214.695346 7.346 0 22551 2 66 2/5/10 85.13 2.627 214.8341952 7.346 6724.4 0 19347 1 66 2/12/10 86.74 2.692 214.9730444 7.346 5927.85 0 19347 1 66 2/19/10 88.02 2.664 214.9314191 7.346 5782.44 0 19347 1 66 2/26/10 86.15 2.619 214.8897938 7.346 6248.39 0 19347 1 66 3/5/10 84.16 2.577 214.8481685 7.346 6863.89 0 19347 1 66 3/12/10 80.84 2.565 214.8065431 7.346 1 19347 1 67 2/5/10 82.36 2.582 214.8322484 7.346 5601.02 1 17586 2 67 2/12/10 76.9 2.624 214.9084516 7.346 6281.1 0 17586 2 67 2/19/10 73.6 2.603 214.9846548 7.564 5482.24 0 17586 2 67 2/26/10 66.99 2.633 215.060858 7.564 5523.1 0 17586 2 67 3/5/10 69.71 2.72 215.1293114 7.564 6527.09 0 17586 2 67 3/12/10 71.64 2.725 215.17839 7.564 1 17586 2 68 2/5/10 72.04 2.716 215.2274686 7.564 5543.08 0 16038 3 68 2/12/10 62.94 2.689 215.2765472 7.564 6219.23 1 16038 3 68 2/19/10 62.79 2.728 215.3256258 7.564 6135.11 0 16038 3 68 2/26/10 57.72 2.771 215.2074519 7.564 5659.96 1 16038 3 68 3/5/10 68.71 2.735 215.0614025 7.564 6369.66 0 16038 3 68 3/12/10 53.76 2.708 214.9153531 7.564 0 16038 3 69 2/5/10 51.13 2.843 214.7693037 7.564 5673.04 0 19526 1 69 2/12/10 52.2 2.869 214.704919 7.564 6546.82 1 19526 1 69 2/19/10 57.16 2.886 214.7017828 7.564 6006.03 0 19526 1 69 2/26/10 53.2 2.943 214.6986466 7.564 5748.16 1 19526 1 69 3/5/10 53.35 2.976 214.6955104 7.551 6666.51 0 19526 1 69 3/12/10 44.76 2.983 214.7470729 7.551 0 19526 1 70 2/5/10 50.74 3.016 215.1268275 7.551 6721 0 19545 2 70 2/12/10 48.71 3.01 215.5065821 7.551 6391.04 1 19545 2 70 2/19/10 45.95 2.989 215.8863367 7.551 5591.44 1 19545 2 70 2/26/10 43.57 3.022 216.2660913 7.551 6574.02 0 19545 2 70 3/5/10 61.58 3.045 216.5843571 7.551 5962.37 0 19545 2 70 3/12/10 67.4 3.065 216.8780275 7.551 1 19545 2 71 2/5/10 65.11 3.288 217.1716979 7.551 6064.33 0 17180 1 71 2/12/10 61.29 3.459 217.4653683 7.551 6577.65 0 17180 1 71 2/19/10 69.47 3.488 217.7235226 7.551 5797.6 1 17180 1 71 2/26/10 72.94 3.473 217.9674705 7.551 5471.18 0 17180 1 71 3/5/10 68.76 3.524 218.2114184 7.574 6090.83 0 17180 1 71 3/12/10 72.55 3.622 218.4553663 7.574 1 17180 1 72 2/5/10 75.88 3.743 218.6788642 7.574 5943.19 0 15362 1 72 2/12/10 76.91 3.807 218.851237 7.574 6378.59 1 15362 1 72 2/19/10 78.69 3.81 219.0236099 7.574 6186.02 0 15362 1 72 2/26/10 69.45 3.906 219.1959827 7.574 26967.7 0 15362 1 72 3/5/10 79.87 3.899 219.3683556 7.574 26274.7 1 15362 1 72 3/12/10 75.79 3.907 219.127216 7.574 0 15362 1 73 2/5/10 84.41 3.786 218.8860765 7.574 26199.9 1 20401 3 73 2/12/10 84.29 3.699 218.6449369 7.574 26787.8 0 20401 3 73 2/19/10 84.84 3.648 218.4037974 7.574 25552.7 0 20401 3 73 2/26/10 86.96 3.637 218.3551748 7.574 28051.6 1 20401 3 73 3/5/10 84.94 3.594 218.45094 7.574 25867.7 1 20401 3 73 3/12/10 85.1 3.524 218.5467052 7.567 0 20401 3 74 2/5/10 85.38 3.48 218.6424704 7.567 29625.4 1 21889 3 74 2/12/10 87.14 3.575 218.7275216 7.567 28813.2 0 21889 3 74 2/19/10 86.19 3.651 218.7857881 7.567 25935.3 1 21889 3 74 2/26/10 88.07 3.682 218.8440545 7.567 29539 1 21889 3 74 3/5/10 88.45 3.684 218.9023209 7.567 30663.1 1 21889 3 74 3/12/10 88.88 3.638 218.9605873 7.567 1 21889 3 75 2/5/10 88.44 3.554 219.023271 7.567 29855.5 1 17614 3 75 2/12/10 87.67 3.523 219.0866908 7.567 30305.1 0 17614 3 75 2/19/10 89.12 3.533 219.1501106 7.567 27230 0 17614 3 75 2/26/10 81.72 3.546 219.2135305 7.567 30692.2 0 17614 3 75 3/5/10 83.63 3.526 219.3972867 7.567 30517.4 1 17614 3 75 3/12/10 80.19 3.467 219.7414914 7.567 0 17614 3 76 2/5/10 82.58 3.355 220.085696 7.567 30178.5 0 19153 2 76 2/12/10 75.54 3.285 220.4299007 7.197 28166.1 0 19153 2 76 2/19/10 73.75 3.274 220.7486167 7.197 31604.9 1 19153 2 76 2/26/10 69.03 3.353 220.9144005 7.197 29136.2 0 19153 2 76 3/5/10 71.04 3.372 221.0801842 7.197 40604.1 1 19153 2 76 3/12/10 59.31 3.332 221.245968 7.197 1 19153 2 77 2/19/10 68 3.236 41.74 10.47 37612.74 135.16 221.9011185 7.197 31541.2 0 18894 1 77 2/26/10 54.97 3.172 850.86 18.94 781.71 394.29 7297.1 222.1589519 7.197 37964.3 0 18894 1 77 2/12/10 63.91 3.308 1383.53 23.27 19.95 865.09 2926.05 221.6432852 7.197 28353.7 1 18894 1 77 3/12/10 57.95 3.159 1864.61 170.36 187.42 1500.38 222.6426418 7.197 0 18894 1 77 3/5/10 49.26 3.158 4059.38 6.47 123.42 833.44 3018.08 222.4167852 7.197 38056.3 0 18894 1 77 2/5/10 61.7 3.297 8787.59 2006.62 200.01 570.57 1005.33 221.4117517 7.197 32129.8 0 18894 1 78 2/5/10 53.41 3.112 89.98 0.24 411.52 586.66 222.8258628 7.197 51061 0 16396 3 78 3/5/10 56.2 3.268 720.82 1629.26 1.46 16.05 799.5 223.4700552 6.833 24928.7 0 16396 3 78 3/12/10 58.06 3.29 774.55 349.99 4 328.72 223.5645845 6.833 0 16396 3 78 2/12/10 48.29 3.129 1449.16 14356.07 66.66 81.43 777.35 223.0090839 7.197 49672 1 16396 3 78 2/19/10 52.42 3.157 3824.22 9389.98 15 415.36 1476.85 223.1923049 6.833 29613.1 1 16396 3 78 2/26/10 51.86 3.261 3927.76 3323.64 226.97 1725.19 223.3755259 6.833 27876.5 0 16396 3 79 2/19/10 52.39 3.51 2706.87 3128.74 1.88 2396.68 1631.28 223.9170153 6.833 29177.4 0 19234 3 79 3/5/10 61.65 3.63 3552.58 601.32 2666.22 1524.87 224.3470245 6.833 32626.7 1 19234 3 79 2/26/10 60.12 3.555 6129.28 1802.84 301.48 1929.71 224.1320199 6.833 33255.3 0 19234 3 79 3/12/10 60.71 3.669 8368.5 298.46 1.39 1340.29 1416.22 224.5620291 6.833 0 19234 3 79 2/12/10 51.65 3.409 8687.47 1594.87 2.2 2144.87 2577.83 223.753643 6.833 30386.8 0 19234 3 79 2/5/10 59.33 3.36 9667.5 268.29 0.6 8368.15 804.24 223.6591137 6.833 32981.4 1 19234 3 80 2/12/10 66.53 3.787 737.08 36.1 1.43 92.11 583.9 224.7909104 6.833 28862.4 0 17394 2 80 2/19/10 69.36 3.845 825.1 99.83 1.25 113.25 388.39 224.8651254 6.833 26023.4 0 17394 2 80 2/5/10 64 3.734 2588.06 80.89 3.2 909.76 491.83 224.7166953 6.833 31361.4 0 17394 2 80 3/12/10 72.05 3.877 2784.82 130.68 1.75 425.29 904.8 225.0689541 6.664 1 17394 2 80 2/26/10 73.01 3.891 4433.71 24.45 1282.3 1062.83 224.9393405 6.664 30185.7 0 17394 2 80 3/5/10 72.83 3.891 5359.22 1673.42 3 682.03 1371.55 225.0135556 6.664 29431.8 0 17394 2 81 2/5/10 73.39 3.814 1178.7 2.95 36.5 351.97 225.1243526 6.664 28330.8 1 18807 1 81 2/12/10 79.51 3.749 2430.23 30.92 1159.71 1432.53 225.1797511 6.664 25949.6 1 18807 1 81 3/12/10 81.55 3.501 2664.55 10 220.03 618.49 1940.77 225.2518313 6.664 1 18807 1 81 3/5/10 78.58 3.561 3032.03 291.17 536.82 580.87 225.2515168 6.664 25640.9 0 18807 1 81 2/26/10 72.38 3.63 3208.73 0.3 143.23 805.06 225.2512024 6.664 29395.5 1 18807 1 81 2/19/10 75.19 3.688 3794.95 0.25 813.77 618.46 225.2351496 6.664 31196.7 1 18807 1 82 2/19/10 82.7 3.346 1843.45 11.2 0.51 421.71 1743.54 225.3068615 6.664 24144.4 1 24157 3 82 2/12/10 84.66 3.393 2014.47 31.8 1 631.17 835.34 225.2644795 6.664 27002.3 0 24157 3 82 2/26/10 86.42 3.286 2297.32 8 395.28 1182.52 225.3492435 6.664 29427.9 1 24157 3 82 3/5/10 83.14 3.227 2625.99 30.7 28.16 703.16 1962.17 225.3916254 6.334 28814.5 0 24157 3 82 3/12/10 82.28 3.256 3196.9 20.8 2.02 302.29 451.1 225.4340074 6.334 0 24157 3 82 2/5/10 81.65 3.452 5770.48 28.6 30.18 283.7 2093.48 225.2521458 6.664 29459 0 24157 3 83 3/5/10 87.36 3.571 990.08 44.2 401.46 430.69 225.5558664 6.334 25363.3 0 19239 3 83 2/5/10 81.38 3.311 1266.72 66.2 3.83 149.62 558.02 225.4438827 6.334 30170.6 0 19239 3 83 3/12/10 83.01 3.62 3062.02 26.8 1004.51 1285.29 225.6925864 6.334 0 19239 3 83 2/26/10 85.85 3.494 3375.44 28.4 2.4 1880.43 555.9 225.4735085 6.334 27613.9 0 19239 3 83 2/12/10 84.94 3.407 3447.28 31 2.46 1791.7 1107.97 225.4537579 6.334 26392.3 1 19239 3 83 2/19/10 86.55 3.417 5683.49 37.2 0.04 2484.22 639.29 225.4636332 6.334 28839.7 1 19239 3 84 3/12/10 72.74 3.617 1750.8 3.01 480.24 646.82 226.7210356 6.034 1 24498 2 84 2/12/10 84.99 3.73 2266.83 19 8.31 419.87 926.86 225.9660263 6.334 30841.7 1 24498 2 84 3/5/10 77.46 3.666 2493.82 1.5 890.65 715.52 226.5180926 6.334 26085.7 1 24498 2 84 2/26/10 72.78 3.721 3233.34 1.91 7.69 878.66 1602.11 226.3151496 6.334 29071.3 1 24498 2 84 2/19/10 78.36 3.717 3589.7 3.72 2080.29 1760.69 226.1122067 6.334 24360.5 0 24498 2 84 2/5/10 85.18 3.638 6599.69 27.8 24.7 1743.76 428.74 225.8293063 6.334 29782.5 0 24498 2 85 2/19/10 74.66 3.506 370.99 6.35 4 5.94 180.07 226.9873637 6.034 24910.3 0 15457 1 85 2/12/10 73.44 3.594 629.25 7.5 75.11 3010.32 226.9688442 6.034 29224.7 0 15457 1 85 2/5/10 70.31 3.601 775.31 2.78 498.54 328.16 226.9239785 6.034 34308.4 1 15457 1 85 3/12/10 61.1 3.252 1933.43 197.19 48.6 433.85 961.97 227.0569237 6.034 1 15457 1 85 3/5/10 68.72 3.314 2540.75 985.52 0.85 273.23 422.66 227.0244026 6.034 27429.6 1 15457 1 85 2/26/10 61.61 3.386 3218.13 420.29 0.55 1498.52 749.71 227.0058832 6.034 29550.8 0 15457 1 86 2/5/10 61.69 3.211 145.3 54466.91 60.92 227.1081136 6.034 31087.5 0 18022 3 86 2/26/10 54.72 3.168 1214.46 28 119.11 861.4 227.2717348 6.034 30340 1 18022 3 86 2/12/10 57.5 3.207 1573.54 1095.99 157.62 2066.71 227.1593035 6.034 27993.9 0 18022 3 86 3/5/10 59.39 3.098 3318.97 10 397.02 296.66 227.3932855 6.034 27980.3 1 18022 3 86 2/19/10 65.09 3.198 5342.1 201 317.78 2210.24 227.2104933 6.034 26813.4 0 18022 3 86 3/12/10 51.76 3.108 6542.05 10952.76 70.6 201.38 327.07 227.5148363 6.034 1 18022 3 87 2/26/10 57.85 3.227 524.43 838.33 0.1 19.79 907.5 227.7847527 6.108 31133.7 1 20322 1 87 2/19/10 49.09 3.237 659.55 779.95 2.1 43.05 674.45 227.7893692 6.108 28177.8 1 20322 1 87 2/12/10 49.83 3.243 2503.67 3395 0.52 160.25 1366.37 227.7579379 6.108 28662.3 0 20322 1 87 3/5/10 62.81 3.244 2513.52 665.85 30 3221.12 679.96 227.7801362 6.108 29627.9 1 20322 1 87 2/5/10 46.52 3.161 2917.32 7821.32 0.2 171.09 570.6 227.6363871 6.108 30513.4 1 20322 1 87 3/12/10 62.77 3.417 29091.04 224.97 163.55 6151.53 782.92 227.7755197 6.108 0 20322 1 88 2/12/10 59.96 3.597 2005.31 1497.57 122.48 527.75 227.9602222 6.108 29739 0 23520 2 88 3/12/10 70.38 3.611 2657.14 246 392.86 450.58 228.4689369 6.108 1 23520 2 88 3/5/10 61.99 3.622 3634.62 1.5 149.77 637.86 228.3819613 6.108 27893.7 0 23520 2 88 2/19/10 54.19 3.711 3805.93 81.37 108.54 490.13 228.1064444 6.108 27179.4 0 23520 2 88 2/26/10 57.25 3.658 6458.44 34.88 4 892.51 1095.59 228.2526667 6.108 30100 0 23520 2 88 2/5/10 57.36 3.475 7962.18 1467.18 940.34 1509.96 227.814 6.108 30605.4 1 23520 2 89 3/5/10 65.23 3.417 539.28 60.37 135.01 572.62 228.7298638 5.999 28894.8 0 19910 2 89 2/19/10 67.56 3.529 900.72 716.86 53.54 151.17 637.16 228.7298638 5.999 27189.9 0 19910 2 89 2/26/10 71.69 3.451 976.83 0.01 60 40.4 851.01 228.7298638 5.999 30756.9 1 19910 2 89 2/5/10 60.69 3.606 2177.83 199.96 103.87 672 228.5559125 6.108 29560.6 1 19910 2 89 3/12/10 69.73 3.386 2889.32 13 10.61 496.24 1019.91 1 19910 2 89 2/12/10 65.89 3.583 9649.15 1285.04 316.3 65.46 835.58 228.6428882 5.999 29089.8 1 19910 2 90 2/5/10 68.93 3.392 1455.45 78 27.23 125.67 1513.48 29272.1 0 18208 2 90 3/12/10 78.61 3.431 1728.99 94.8 235 433.38 1984.14 1 18208 2 90 2/19/10 81.27 3.494 3234.31 53 136.4 280.23 1197.92 26129.7 0 18208 2 90 2/26/10 78.99 3.466 3301.63 8.51 144.57 56.15 628.77 30641.7 0 18208 2 90 2/12/10 75.33 3.454 3388.65 145 2 321.8 1038.01 26738.4 0 18208 2 90 3/5/10 80.11 3.439 3996.14 70.74 160.6 1534.4 1694.48 29089 1 18208 2 91 3/12/10 85.53 3.62 586.26 256.64 88.91 1152.08 0 20674 1 91 3/5/10 81.11 3.556 718.43 228.54 37 521.39 627.68 29949.9 1 20674 1 91 2/5/10 82.81 3.479 875.97 117.68 165.2 262.81 1858.59 29265.9 0 20674 1 91 2/26/10 84.86 3.4 1362.23 645.99 34.5 255.54 2033.65 30472.6 0 20674 1 91 2/12/10 85.14 3.495 1619.96 444.19 364.24 1954.88 28023.6 0 20674 1 91 2/19/10 81.59 3.422 3251.59 937.9 310.4 1452.64 1440.44 24953.3 0 20674 1 92 2/5/10 43.76 2.598 126.4420645 8.623 30463.4 1 20404 2 92 2/12/10 28.84 2.573 126.4962581 8.623 30081 0 20404 2 92 2/19/10 36.45 2.54 126.5262857 8.623 28268.3 0 20404 2 92 2/26/10 41.36 2.59 126.5522857 8.623 31281.4 1 20404 2 92 3/5/10 43.49 2.654 126.5782857 8.623 31449.2 1 20404 2 92 3/12/10 49.63 2.704 126.6042857 8.623 1 20404 2 93 2/5/10 55.19 2.743 126.6066452 8.623 29112.9 0 20586 1 93 2/12/10 39.91 2.752 126.6050645 8.623 27617.9 0 20586 1 93 2/19/10 48.77 2.74 126.6034839 7.896 25320.6 0 20586 1 93 2/26/10 54.16 2.773 126.6019032 7.896 29787.9 0 20586 1 93 3/5/10 56.23 2.81 126.5621 7.896 28905.3 1 20586 1 93 3/12/10 56.87 2.805 126.4713333 7.896 1 20586 1 94 2/5/10 53.04 2.787 126.3805667 7.896 26868.1 1 19384 1 94 2/12/10 56.77 2.836 126.2898 7.896 25559.2 0 19384 1 94 2/19/10 62.35 2.845 126.2085484 7.896 29414.6 1 19384 1 94 2/26/10 67.4 2.82 126.1843871 7.896 28827.5 1 19384 1 94 3/5/10 67.73 2.756 126.1602258 7.896 26388.3 1 19384 1 94 3/12/10 70.83 2.701 126.1360645 7.896 1 19384 1 95 2/5/10 78.45 2.668 126.1119032 7.896 29436.6 1 24998 2 95 2/12/10 81.53 2.635 126.114 7.896 28611.4 1 24998 2 95 2/19/10 81.1 2.654 126.1266 7.896 25148.4 0 24998 2 95 2/26/10 73.66 2.668 126.1392 7.372 28558 0 24998 2 95 3/5/10 80.35 2.637 126.1518 7.372 27265.6 1 24998 2 95 3/12/10 78.53 2.621 126.1498065 7.372 0 24998 2 96 2/5/10 79.78 2.612 126.1283548 7.372 29111 0 18473 1 96 2/12/10 80.7 2.65 126.1069032 7.372 29071.4 1 18473 1 96 2/19/10 76.53 2.64 126.0854516 7.372 4626.26 0 18473 1 96 2/26/10 78.08 2.698 126.064 7.372 4072.45 0 18473 1 96 3/5/10 78.83 2.671 126.0766452 7.372 4563.87 1 18473 1 96 3/12/10 74.44 2.621 126.0892903 7.372 1 18473 1 97 2/5/10 76.8 2.584 126.1019355 7.372 4553.45 1 20354 1 97 2/12/10 73.54 2.574 126.1145806 7.372 4501.43 1 20354 1 97 2/19/10 64.91 2.594 126.1454667 7.372 4953.63 1 20354 1 97 2/26/10 60.96 2.642 126.1900333 7.372 4474.18 1 20354 1 97 3/5/10 63.96 2.619 126.2346 7.127 4424.66 1 20354 1 97 3/12/10 67.73 2.645 126.2791667 7.127 1 20354 1 98 2/5/10 62.03 2.732 126.3266774 7.127 4335.12 0 23301 1 98 2/12/10 64.17 2.736 126.3815484 7.127 4385.64 1 23301 1 98 2/19/10 56.94 2.718 126.4364194 7.127 4973.94 1 23301 1 98 2/26/10 51.6 2.699 126.4912903 7.127 4858.24 0 23301 1 98 3/5/10 52.65 2.741 126.5461613 7.127 4452.94 1 23301 1 98 3/12/10 48.05 2.78 126.6072 7.127 0 23301 1 99 2/5/10 48.08 2.752 126.6692667 7.127 4723.62 0 17318 2 99 2/12/10 46.4 2.727 126.7313333 7.127 4413.2 0 17318 2 99 2/19/10 42.4 2.86 126.7934 7.127 5623.74 1 17318 2 99 2/26/10 46.57 2.884 126.8794839 7.127 4829.87 1 17318 2 99 3/5/10 43.21 2.887 126.9835806 7.127 4611.03 0 17318 2 99 3/12/10 38.09 2.955 127.0876774 7.127 1 17318 2 100 2/5/10 39.34 2.98 127.1917742 6.51 4868.18 0 15315 3 100 2/12/10 31.6 2.992 127.3009355 6.51 4811.63 0 15315 3 100 2/19/10 38.34 3.017 127.4404839 6.51 4720.39 0 15315 3 100 2/26/10 40.6 3.022 127.5800323 6.51 7580.6 0 15315 3 100 3/5/10 34.61 2.996 127.7195806 6.51 7630.67 0 15315 3 100 3/12/10 33.29 3.033 127.859129 6.51 0 15315 3

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