MKTG 462
AA8 – Basics of Forecasting In Excel – 100 points
NOTE FOR EXPERT:
· Please watch ‘Lecture Video.mp4 (Click Here)’where professor goes over this assignment and see how the solution by answering the following questions with any appropriate screenshots.
· Please have solution in American-English spelling
The data you have access to is the weekly sales across all the department of a single WalMart store over little more than 2 years. Use the Excel sheet “Walmart_Store_1_Data – POST.xlsx” to answer the following questions.
Question 1 (20 pts)
Q1a. Calculate and report the sum, mean and standard deviation of weekly sales for department 79, 72, and 35 in a single table and report it below.
Q1b. Plot a line graph for the weekly sales over time for departments 79, 72, and 35, one plot per department on the same Excel sheet as its data. Label each plot and copy/paste each into the space below.
[PLOTS HERE]
Question 2 (20 pts)
Create a forecast ending 7/5/2013 for departments 79, 72, and 35, one forecast per department. Label each forecasted Excel sheet and co
esponding forecast plot, then copy/paste each into the space below, and
iefly answer the following questions.
· What patterns (“seasonality”) do you notice for each department?
· What type of products do you think are sold in each department? (hint: look at how sales dip or spike at certain times of the year)
[RESPONSES HERE]
[PLOTS HERE]
Question 3 (20 pts)
Create a NEW forecast for Department 35 ending on 8/1/2014, label and copy/paste the new line plot into the space below. Describe what happens to the “confidence intervals” of the forecast as time goes on. What does this reflect?
[RESPONSES HERE]
[PLOT HERE]
Question 4 (20 pts)
Pick ANOTHER department of your choice (e.g. not 12, 79, 72, or 35), and do the following
· Create a forecast ending 7/5/2013
· Copy/paste the labeled line plot below
· Describe what you see. What do you think might be sold in this department? How accurate does the forecast appear, for how long into the future, and why?
[RESPONSES HERE]
[PLOT HERE]
Question 5 (20 pts)
Pick ANOTHER department of your choice (e.g. not 12, 79, 72, 35, or the one you just chose), and do the following
· Create a forecast ending 7/5/2013
· Copy/paste the labeled line plot below
· Describe what you see. What do you think might be sold in this department? How accurate does the forecast appear, for how long into the future, and why?
· Compare this new department to the one in you chose in Question 4. Describe any similarities or differences.
· Presume you get to pick one of these departments to have a job where you bonus is tied to how well the department does. Which one would you rather be “the boss?” Why?
[RESPONSES HERE]
[PLOT HERE]
Store 1 All
Store_Nm Date Weekly Sales Type Size Dept Number of Records MarkDown1 MarkDown2 MarkDown3 MarkDown4 MarkDown5 CPI Temperature Unemployment Fuel Price Is Holiday
1 2/5/10 24924.5 A 151315 1 1 NA NA NA NA NA 211.096 42.31 8.106 2.572 0
1 2/12/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.242 38.51 8.106 2.548 1
1 2/19/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.289 39.93 8.106 2.514 0
1 2/26/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.32 46.63 8.106 2.561 0
1 3/5/10 21827.9 A 151315 1 1 NA NA NA NA NA 211.35 46.5 8.106 2.625 0
1 3/12/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.381 57.79 8.106 2.667 0
1 3/19/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.216 54.58 8.106 2.72 0
1 3/26/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.018 51.45 8.106 2.732 0
1 4/2/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.82 62.27 7.808 2.719 0
1 4/9/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.623 65.86 7.808 2.77 0
1 4/16/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.489 66.32 7.808 2.808 0
1 4/23/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.439 64.84 7.808 2.795 0
1 4/30/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.39 67.41 7.808 2.78 0
1 5/7/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.34 72.55 7.808 2.835 0
1 5/14/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.337 74.78 7.808 2.854 0
1 5/21/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.617 76.44 7.808 2.826 0
1 5/28/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 210.897 80.44 7.808 2.759 0
1 6/4/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.176 80.69 7.808 2.705 0
1 6/11/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.456 80.43 7.808 2.668 0
1 6/18/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.454 84.11 7.808 2.637 0
1 6/25/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.339 84.34 7.808 2.653 0
1 7/2/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.224 80.91 7.787 2.669 0
1 7/9/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.108 80.48 7.787 2.642 0
1 7/16/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.1 83.15 7.787 2.623 0
1 7/23/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.235 83.36 7.787 2.608 0
1 7/30/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.37 81.84 7.787 2.64 0
1 8/6/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.505 87.16 7.787 2.627 0
1 8/13/10 15536.4 A 151315 1 1 NA NA NA NA NA 211.639 87 7.787 2.692 0
1 8/20/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.603 86.65 7.787 2.664 0
1 8/27/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.567 85.22 7.787 2.619 0
1 9/3/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.531 81.21 7.787 2.577 0
1 9/10/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.495 78.69 7.787 2.565 1
1 9/17/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.522 82.11 7.787 2.582 0
1 9/24/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.597 80.94 7.787 2.624 0
1 10/1/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.672 71.89 7.838 2.603 0
1 10/8/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.747 63.93 7.838 2.633 0
1 10/15/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.814 67.18 7.838 2.72 0
1 10/22/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.861 69.86 7.838 2.725 0
1 10/29/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.909 69.64 7.838 2.716 0
1 11/5/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.956 58.74 7.838 2.689 0
1 11/12/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 212.004 59.61 7.838 2.728 0
1 11/19/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.89 51.41 7.838 2.771 0
1 11/26/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.748 64.52 7.838 2.735 1
1 12/3/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.607 49.27 7.838 2.708 0
1 12/10/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.466 46.33 7.838 2.843 0
1 12/17/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.405 49.84 7.838 2.869 0
1 12/24/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.405 52.33 7.838 2.886 0
1 12/31/10 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.405 48.43 7.838 2.943 1
1 1/7/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.405 48.27 7.742 2.976 0
1 1/14/11 17359.7 A 151315 1 1 NA NA NA NA NA 211.457 35.4 7.742 2.983 0
1 1/21/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 211.827 44.04 7.742 3.016 0
1 1/28/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 212.197 43.83 7.742 3.01 0
1 2/4/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 212.567 42.27 7.742 2.989 0
1 2/11/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 212.937 36.39 7.742 3.022 1
1 2/18/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 213.248 57.36 7.742 3.045 0
1 2/25/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 213.536 62.9 7.742 3.065 0
1 3/4/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 213.823 59.58 7.742 3.288 0
1 3/11/11 21280.4 A 151315 1 1 NA NA NA NA NA 214.111 53.56 7.742 3.459 0
1 3/18/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 214.363 62.76 7.742 3.488 0
1 3/25/11 20881.1 A 151315 1 1 NA NA NA NA NA 214.6 69.97 7.742 3.473 0
1 4/1/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 214.837 59.17 7.682 3.524 0
1 4/8/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.074 67.84 7.682 3.622 0
1 4/15/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.292 71.27 7.682 3.743 0
1 4/22/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.46 72.99 7.682 3.807 0
1 4/29/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.628 72.03 7.682 3.81 0
1 5/6/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.796 64.61 7.682 3.906 0
1 5/13/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.964 75.64 7.682 3.899 0
1 5/20/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.734 67.63 7.682 3.907 0
1 5/27/11 15741.6 A 151315 1 1 NA NA NA NA NA 215.504 77.72 7.682 3.786 0
1 6/3/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.274 83 7.682 3.699 0
1 6/10/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.044 83.13 7.682 3.648 0
1 6/17/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 214.998 86.41 7.682 3.637 0
1 6/24/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.091 83.58 7.682 3.594 0
1 7/1/11 15363.5 A 151315 1 1 NA NA NA NA NA 215.184 85.55 7.962 3.524 0
1 7/8/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.277 85.83 7.962 3.48 0
1 7/15/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.361 88.54 7.962 3.575 0
1 7/22/11 15766.6 A 151315 1 1 NA NA NA NA NA 215.422 85.77 7.962 3.651 0
1 7/29/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.483 86.83 7.962 3.682 0
1 8/5/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.545 91.65 7.962 3.684 0
1 8/12/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.606 90.76 7.962 3.638 0
1 8/19/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.669 89.94 7.962 3.554 0
1 8/26/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.733 87.96 7.962 3.523 0
1 9/2/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.797 87.83 7.962 3.533 0
1 9/9/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 215.861 76 7.962 3.546 1
1 9/16/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 216.041 79.94 7.962 3.526 0
1 9/23/11 17859.3 A 151315 1 1 NA NA NA NA NA 216.376 75.8 7.962 3.467 0
1 9/30/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 216.711 79.69 7.962 3.355 0
1 10/7/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 217.045 69.31 7.866 3.285 0
1 10/14/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 217.355 71.74 7.866 3.274 0
1 10/21/11 23351.8 A 151315 1 1 NA NA NA NA NA 217.516 63.71 7.866 3.353 0
1 10/28/11 31579.9 A 151315 1 1 NA NA NA NA NA 217.677 66.57 7.866 3.372 0
1 11/4/11 XXXXXXXXXX A 151315 1 1 NA NA NA NA NA 217.837 54.98 7.866 3.332 0
1 11/11/11 XXXXXXXXXX A 151315 1 1 10382.9 6115.67 215.07 2406.62 6551.42 217.998 59.11 7.866 3.297 0
1 11/18/11 XXXXXXXXXX A 151315 1 1 6074.12 254.39 51.98 427.39 5988.57 218.221 62.25 7.866 3.308 0
1 11/25/11 XXXXXXXXXX A 151315 1 1 410.31 98 55805.5 8 554.92 218.468 60.14 7.866 3.236 1
1 12/2/11 XXXXXXXXXX A 151315 1 1 5629.51 68 1398.11 2084.64 20475.3 218.715 48.91 7.866 3.172 0
1 12/9/11 XXXXXXXXXX A 151315 1 1 4640.65 19 105.02 3639.42 14461.8 218.962 43.93 7.866 3.158 0
1 12/16/11 XXXXXXXXXX A 151315 1 1 5011.32 67 347.37 225.79 4011.37 219.179 51.63 7.866 3.159 0
1 12/23/11 XXXXXXXXXX A 151315 1 1 2725.36 40.48 634.7 24.9 2739.43 219.358 47.96 7.866 3.112 0
1 12/30/11 XXXXXXXXXX A 151315 1 1 5762.1 46011.4 260.36 983.65 4735.78 219.536 44.55 7.866 3.129 1
1 1/6/12 XXXXXXXXXX A 151315 1 1 6277.39 21813.2 143.1 1450.13 8483 219.714 49.01 7.348 3.157 0
1 1/13/12 16894.4 A 151315 1 1 5183.29 8025.87 42.24 453.08 3719.38 219.893 48.53 7.348 3.261 0
1 1/20/12 18365.1 A 151315 1 1 4139.87 2807.19 33.88 500.62 3400.21 219.986 54.11 7.348 3.268 0
1 1/27/12 XXXXXXXXXX A 151315 1 1 1164.46 1082.74 44 11 1222.19 220.079 54.26 7.348 3.29 0
1 2/3/12 XXXXXXXXXX A 151315 1 1 34577.1 3579.21 160.53 32403.9 5630.4 220.172 56.55 7.348 3.36 0
1 2/10/12 XXXXXXXXXX A 151315 1 1 13925.1 6927.23 101.64 8471.88 6886.04 220.265 48.02 7.348 3.409 1
1 2/17/12 54060.1 A 151315 1 1 9873.33 11062.3 9.8 8409.31 3402.66 220.426 45.32 7.348 3.51 0
1 2/24/12 XXXXXXXXXX A 151315 1 1 9349.61 7556.01 3.2 1219.92 8143.59 220.637 57.25 7.348 3.555 0
1 3/2/12 XXXXXXXXXX A 151315 1 1 15441.4 1569 10.8 25390.9 8067.61 220.848 60.96 7.348 3.63 0
1 3/9/12 XXXXXXXXXX A 151315 1 1 10331 151.88 6 671.43 5509.84 221.059 58.76 7.348 3.669 0
1 3/16/12 XXXXXXXXXX A 151315 1 1 4298.16 7.5 2.02 2724.65 2017.69 221.212 64.74 7.348 3.734 0
1 3/23/12 22107.7 A 151315 1 1 6118.56 9.48 4.97 426.72 3657.22 221.286 65.93 7.348 3.787 0
1 3/30/12 XXXXXXXXXX A 151315 1 1 10309.6 0.5 10.25 1654.17 2642.78 221.361 67.61 7.348 3.845 0
1 4/6/12 XXXXXXXXXX A 151315 1 1 10122 NA 77.98 3750.59 4510.72 221.436 70.43 7.143 3.891 0
1 4/13/12 XXXXXXXXXX A 151315 1 1 6186.19 3288.69 17.07 1822.55 1063.78 221.51 69.07 7.143 3.891 0
1 4/20/12 XXXXXXXXXX A 151315 1 1 2230.8 612.02 19.75 275.13 5747.1 221.564 66.76 7.143 3.877 0
1 4/27/12 16347.6 A 151315 1 1 3221.25 NA 35.49 577.14 6222.25 221.618 67.23 7.143 3.814 0
1 5/4/12 XXXXXXXXXX A 151315 1 1 21290.1 NA 69.89 4977.35 3261.04 221.672 75.55 7.143 3.749 0
1 5/11/12 18164.2 A 151315 1 1 8351.4 NA 10.52 2443.14 3127.88 221.726 73.77 7.143 3.688 0
1 5/18/12 XXXXXXXXXX A 151315 1 1 6154.14 NA 45.11 1675.49 5508.18 221.743 70.33 7.143 3.63 0
1 5/25/12 XXXXXXXXXX A 151315 1 1 4039.39 NA 745.19 1429.96 3631.13 221.745 77.22 7.143 3.561 0
1 6/1/12 XXXXXXXXXX A 151315 1 1 6086.21 12 370.51 148.75 3690.85 221.747 77.95 7.143 3.501 0
1 6/8/12 17666 A 151315 1 1 8813.81 116.8 64.55 2652.04 7161.91 221.749 78.3 7.143 3.452 0
1 6/15/12 XXXXXXXXXX A 151315 1 1 5621.99 109.6 0.25 2420.28 3083.26 221.763 79.35 7.143 3.393 0
1 6/22/12 XXXXXXXXXX A 151315 1 1 8624.56 171.25 3.05 2524.07 7063.68 221.803 78.39 7.143 3.346 0
1 6/29/12 XXXXXXXXXX A 151315 1 1 3965.73 161.6 NA 435.99 4212.97 221.843 84.88 7.143 3.286 0
1 7/6/12 XXXXXXXXXX A 151315 1 1 12218.8 94.4 192.83 4066.01 6149.04 221.884 81.57 6.908 3.227 0
1 7/13/12 XXXXXXXXXX A 151315 1 1 7218.13 45.2 36.24 3909.38 2596.37 221.924 77.12 6.908 3.256 0
1 7/20/12 XXXXXXXXXX A 151315 1 1 3213 313.72 9.53 2262.02 3228.19 221.933 80.42 6.908 3.311 0
1 7/27/12 XXXXXXXXXX A 151315 1 1 7146.9 389.02 1.59 10267.5 4325.19 221.941 82.66 6.908 3.407 0
1 8/3/12 XXXXXXXXXX A 151315 1 1 27584.8 119.98 30.23 12007 4661.71 221.95 86.11 6.908 3.417 0
1 8/10/12 XXXXXXXXXX A 151315 1 1 11436.2 245 6.85 6964.26 4836.22 221.958 85.05 6.908 3.494 0
1 8/17/12 17330.7 A 151315 1 1 3662.06 137.86 4.84 2752.2 3446.15 222.038 84.85 6.908 3.571 0
1 8/24/12 16286.4 A 151315 1 1 6237.83 260.06 2.97 3463.03 7988.25 222.172 77.66 6.908 3.62 0
1 8/31/12 XXXXXXXXXX A 151315 1 1 21442.7 102.32 21.7 13209.6 3032.96 222.305 80.49 6.908 3.638 0
1 9/7/12 XXXXXXXXXX A 151315 1 1 5204.68 35.74 50.94 4120.32 2737.17 222.439 83.96 6.908 3.73 1
1 9/14/12 XXXXXXXXXX A 151315 1 1 17212.5 7 18.79 1523.11 7992.72 222.582 74.97 6.908 3.717 0
1 9/21/12 19251.5 A 151315 1 1 6352.3 7.64 4.69 1010.06 6456.71 222.782 69.87 6.908 3.721 0
1 9/28/12 XXXXXXXXXX A 151315 1 1 3666.27 7.64 1.65 1417.96 4744.28 222.982 76.08 6.908 3.666 0
1 10/5/12 XXXXXXXXXX A 151315 1 1 8077.89 NA 18.22 3617.43 3626.14 223.181 68.55 6.573 3.617 0
1 10/12/12 XXXXXXXXXX A 151315 1 1 2086.18 NA 8.11 602.36 5926.45 223.381 62.99 6.573 3.601 0
1 10/19/12 XXXXXXXXXX A 151315 1 1 950.33 NA 4.93 80.25 2312.85 223.426 67.97 6.573 3.594 0
1 10/26/12 XXXXXXXXXX A 151315 1 1 2585.85 31.75 6 1057.16 1305.01 223.444 69.16 6.573 3.506 0
1 2/5/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.096 42.31 8.106 2.572 0
1 2/12/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.242 38.51 8.106 2.548 1
1 2/19/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.289 39.93 8.106 2.514 0
1 2/26/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.32 46.63 8.106 2.561 0
1 3/5/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.35 46.5 8.106 2.625 0
1 3/12/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.381 57.79 8.106 2.667 0
1 3/19/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.216 54.58 8.106 2.72 0
1 3/26/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.018 51.45 8.106 2.732 0
1 4/2/10 47450.5 A 151315 2 1 NA NA NA NA NA 210.82 62.27 7.808 2.719 0
1 4/9/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 210.623 65.86 7.808 2.77 0
1 4/16/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 210.489 66.32 7.808 2.808 0
1 4/23/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 210.439 64.84 7.808 2.795 0
1 4/30/10 45971.3 A 151315 2 1 NA NA NA NA NA 210.39 67.41 7.808 2.78 0
1 5/7/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 210.34 72.55 7.808 2.835 0
1 5/14/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 210.337 74.78 7.808 2.854 0
1 5/21/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 210.617 76.44 7.808 2.826 0
1 5/28/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 210.897 80.44 7.808 2.759 0
1 6/4/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.176 80.69 7.808 2.705 0
1 6/11/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.456 80.43 7.808 2.668 0
1 6/18/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.454 84.11 7.808 2.637 0
1 6/25/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.339 84.34 7.808 2.653 0
1 7/2/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.224 80.91 7.787 2.669 0
1 7/9/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.108 80.48 7.787 2.642 0
1 7/16/10 44339.2 A 151315 2 1 NA NA NA NA NA 211.1 83.15 7.787 2.623 0
1 7/23/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.235 83.36 7.787 2.608 0
1 7/30/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.37 81.84 7.787 2.64 0
1 8/6/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.505 87.16 7.787 2.627 0
1 8/13/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.639 87 7.787 2.692 0
1 8/20/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.603 86.65 7.787 2.664 0
1 8/27/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.567 85.22 7.787 2.619 0
1 9/3/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.531 81.21 7.787 2.577 0
1 9/10/10 45182.5 A 151315 2 1 NA NA NA NA NA 211.495 78.69 7.787 2.565 1
1 9/17/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.522 82.11 7.787 2.582 0
1 9/24/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.597 80.94 7.787 2.624 0
1 10/1/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.672 71.89 7.838 2.603 0
1 10/8/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.747 63.93 7.838 2.633 0
1 10/15/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.814 67.18 7.838 2.72 0
1 10/22/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.861 69.86 7.838 2.725 0
1 10/29/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.909 69.64 7.838 2.716 0
1 11/5/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.956 58.74 7.838 2.689 0
1 11/12/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 212.004 59.61 7.838 2.728 0
1 11/19/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.89 51.41 7.838 2.771 0
1 11/26/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.748 64.52 7.838 2.735 1
1 12/3/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.607 49.27 7.838 2.708 0
1 12/10/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.466 46.33 7.838 2.843 0
1 12/17/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.405 49.84 7.838 2.869 0
1 12/24/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.405 52.33 7.838 2.886 0
1 12/31/10 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.405 48.43 7.838 2.943 1
1 1/7/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.405 48.27 7.742 2.976 0
1 1/14/11 39857.4 A 151315 2 1 NA NA NA NA NA 211.457 35.4 7.742 2.983 0
1 1/21/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 211.827 44.04 7.742 3.016 0
1 1/28/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 212.197 43.83 7.742 3.01 0
1 2/4/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 212.567 42.27 7.742 2.989 0
1 2/11/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 212.937 36.39 7.742 3.022 1
1 2/18/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 213.248 57.36 7.742 3.045 0
1 2/25/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 213.536 62.9 7.742 3.065 0
1 3/4/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 213.823 59.58 7.742 3.288 0
1 3/11/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 214.111 53.56 7.742 3.459 0
1 3/18/11 45222.3 A 151315 2 1 NA NA NA NA NA 214.363 62.76 7.742 3.488 0
1 3/25/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 214.6 69.97 7.742 3.473 0
1 4/1/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 214.837 59.17 7.682 3.524 0
1 4/8/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.074 67.84 7.682 3.622 0
1 4/15/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.292 71.27 7.682 3.743 0
1 4/22/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.46 72.99 7.682 3.807 0
1 4/29/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.628 72.03 7.682 3.81 0
1 5/6/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.796 64.61 7.682 3.906 0
1 5/13/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.964 75.64 7.682 3.899 0
1 5/20/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.734 67.63 7.682 3.907 0
1 5/27/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.504 77.72 7.682 3.786 0
1 6/3/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.274 83 7.682 3.699 0
1 6/10/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.044 83.13 7.682 3.648 0
1 6/17/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 214.998 86.41 7.682 3.637 0
1 6/24/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.091 83.58 7.682 3.594 0
1 7/1/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.184 85.55 7.962 3.524 0
1 7/8/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.277 85.83 7.962 3.48 0
1 7/15/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.361 88.54 7.962 3.575 0
1 7/22/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.422 85.77 7.962 3.651 0
1 7/29/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.483 86.83 7.962 3.682 0
1 8/5/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.545 91.65 7.962 3.684 0
1 8/12/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.606 90.76 7.962 3.638 0
1 8/19/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.669 89.94 7.962 3.554 0
1 8/26/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.733 87.96 7.962 3.523 0
1 9/2/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.797 87.83 7.962 3.533 0
1 9/9/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 215.861 76 7.962 3.546 1
1 9/16/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 216.041 79.94 7.962 3.526 0
1 9/23/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 216.376 75.8 7.962 3.467 0
1 9/30/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 216.711 79.69 7.962 3.355 0
1 10/7/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 217.045 69.31 7.866 3.285 0
1 10/14/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 217.355 71.74 7.866 3.274 0
1 10/21/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 217.516 63.71 7.866 3.353 0
1 10/28/11 41682.4 A 151315 2 1 NA NA NA NA NA 217.677 66.57 7.866 3.372 0
1 11/4/11 XXXXXXXXXX A 151315 2 1 NA NA NA NA NA 217.837 54.98 7.866 3.332 0
1 11/11/11 XXXXXXXXXX A 151315 2 1 10382.9 6115.67 215.07 2406.62 6551.42 217.998 59.11 7.866 3.297 0
1 11/18/11 XXXXXXXXXX A 151315 2 1 6074.12 254.39 51.98 427.39 5988.57 218.221 62.25 7.866 3.308 0
1 11/25/11 XXXXXXXXXX A 151315 2 1 410.31 98 55805.5 8 554.92 218.468 60.14 7.866 3.236 1
1 12/2/11 XXXXXXXXXX A 151315 2 1 5629.51 68 1398.11 2084.64 20475.3 218.715 48.91 7.866 3.172 0
1 12/9/11 XXXXXXXXXX A 151315 2 1 4640.65 19 105.02 3639.42 14461.8 218.962 43.93 7.866 3.158 0
1 12/16/11 XXXXXXXXXX A 151315 2 1 5011.32 67 347.37 225.79 4011.37 219.179 51.63 7.866 3.159 0
1 12/23/11 XXXXXXXXXX A 151315 2 1 2725.36 40.48 634.7 24.9 2739.43 219.358 47.96 7.866 3.112 0
1 12/30/11 XXXXXXXXXX A 151315 2 1 5762.1 46011.4 260.36 983.65 4735.78 219.536 44.55 7.866 3.129 1
1 1/6/12 XXXXXXXXXX A 151315 2 1 6277.39 21813.2 143.1 1450.13 8483 219.714 49.01 7.348 3.157 0
1 1/13/12 XXXXXXXXXX A 151315 2 1 5183.29 8025.87 42.24 453.08 3719.38 219.893 48.53 7.348 3.261 0
1 1/20/12 XXXXXXXXXX A 151315 2 1 4139.87 2807.19 33.88 500.62 3400.21 219.986 54.11 7.348 3.268 0
1 1/27/12 XXXXXXXXXX A 151315 2 1 1164.46 1082.74 44 11 1222.19 220.079 54.26 7.348 3.29 0
1 2/3/12 XXXXXXXXXX A 151315 2 1 34577.1 3579.21 160.53 32403.9 5630.4 220.172 56.55 7.348 3.36 0
1 2/10/12 XXXXXXXXXX A 151315 2 1 13925.1 6927.23 101.64 8471.88 6886.04 220.265 48.02 7.348 3.409 1
1 2/17/12 XXXXXXXXXX A 151315 2 1 9873.33 11062.3 9.8 8409.31 3402.66 220.426 45.32 7.348 3.51 0
1 2/24/12 XXXXXXXXXX A 151315 2 1 9349.61 7556.01 3.2 1219.92 8143.59 220.637 57.25 7.348 3.555 0
1 3/2/12 XXXXXXXXXX A 151315 2 1 15441.4 1569 10.8 25390.9 8067.61 220.848 60.96 7.348 3.63 0
1 3/9/12 XXXXXXXXXX A 151315 2 1 10331 151.88 6 671.43 5509.84 221.059 58.76 7.348 3.669 0
1 3/16/12 XXXXXXXXXX A 151315 2 1 4298.16 7.5 2.02 2724.65 2017.69 221.212 64.74 7.348 3.734 0
1 3/23/12 XXXXXXXXXX A 151315 2 1 6118.56 9.48 4.97 426.72 3657.22 221.286 65.93 7.348 3.787 0
1 3/30/12 XXXXXXXXXX A 151315 2 1 10309.6 0.5 10.25 1654.17 2642.78 221.361 67.61 7.348 3.845 0
1 4/6/12 XXXXXXXXXX A 151315 2 1 10122 NA 77.98 3750.59 4510.72 221.436 70.43 7.143 3.891 0
1 4/13/12 XXXXXXXXXX A 151315 2 1 6186.19 3288.69 17.07 1822.55 1063.78 221.51 69.07 7.143 3.891 0
1 4/20/12 XXXXXXXXXX A 151315 2 1 2230.8 612.02 19.75 275.13 5747.1 221.564 66.76 7.143 3.877 0
1 4/27/12 XXXXXXXXXX A 151315 2 1 3221.25 NA 35.49 577.14 6222.25 221.618 67.23 7.143 3.814 0
1 5/4/12 50501.3 A 151315 2 1 21290.1 NA 69.89 4977.35 3261.04 221.672 75.55 7.143 3.749 0
1 5/11/12 XXXXXXXXXX A 151315 2 1 8351.4 NA 10.52 2443.14 3127.88 221.726 73.77 7.143 3.688 0
1 5/18/12 XXXXXXXXXX A 151315 2 1 6154.14 NA 45.11 1675.49 5508.18 221.743 70.33 7.143 3.63 0
1 5/25/12 XXXXXXXXXX A 151315 2 1 4039.39 NA 745.19 1429.96 3631.13 221.745 77.22 7.143 3.561 0
1 6/1/12 XXXXXXXXXX A 151315 2 1 6086.21 12 370.51 148.75 3690.85 221.747 77.95 7.143 3.501 0
1 6/8/12 XXXXXXXXXX A 151315 2 1 8813.81 116.8 64.55 2652.04 7161.91 221.749 78.3 7.143 3.452 0
1 6/15/12 XXXXXXXXXX A 151315 2 1 5621.99 109.6 0.25 2420.28 3083.26 221.763 79.35 7