Multiple Regression Moderatio
Be on time & ORIGINAL WORK!
Please read carefully, KNOW SPSS
DATA attached for assignment 1
Assignment 2 pages not including title & ref min 3 APA
Assignment 1: Multiple Regression Moderation or Mediation in SPSS
*NOTE** You will choose either moderation or mediation for your statistics assignment where you conduct an analysis in SPSS. You need to use the other test for your journal article critique this week. This means if you do moderation in your SPSS assignment then you would choose an article for the journal article critique assignment where the author(s) used mediation. If you choose mediation for your SPSS assignment, then you would choose an article where the author(s) used moderation.
To prepare
· Review the datasets provided.(Attached)
· Construct a research question based on one of those datasets.
· Use either moderation or mediation in your multiple regression analysis to answer your research question.
The Assignment
Based on the research question you created, complete the following tasks:
1. Fit a multiple regression model, testing whether a mediating variable partly or completely mediates the effect of an initial causal variable on an outcome variable. Think about whether or not the model will meet assumptions.
2. Fit the model, testing for mediation between two key variables.
3. Analyze the output, determining whether mediation was significant and how to interpret that result.
4. Reflect on possible implications of social change.
Write a 1-paragraph analysis in APA format that includes your data output and addresses each of the tasks listed above.
Assignment 2: Article Critique (Multiple Regression Moderation or Mediation)
For this Assignment, you will critically evaluate a scholarly article related to moderation or mediation. (Based on what you picked for Assgn 1)
To prepare
· .
· Search the Library for a quantitative article that applies moderation or mediation testing.
·
The Assignment
Write a 2-page critique of the research you found in the Library that includes responses to the following prompts: (USE SUBHEADINGS) to answer questions
· Why did the authors use moderation/mediation in their multiple regression model?
· Do you think moderation/mediation is the most appropriate choice? Why or why not?
· Did the authors display the results in a figure or table?
· Does the results table stand alone? In other words, are you able to interpret the study from it? Why or why not?
CaseID Gender Age Class1 Teacher1 Interpret1 Help1 Worth1 Selfconcept1 Teacher2 Interpret2 Help2 Worth2 Selfconcept2 Class2 Teacher3 Interpret3 Help3 Worth3 Selfconcept3 Class3 Motivation Final GPA Fear_Dich Math_Comfort Degree ClassType
1.00 .00 18 18.80 13.57 34.81 16.96 30.89 26.84 6.66 31.47 5.90 85.02 12.75 8.00 14.40 45.39 8.83 30.27 29.08 24.86 24.77 62.26 3.5 1.00 79.27 0 2
2.00 1.00 36 8.00 8.97 39.78 10.64 48.01 25.05 14.96 27.61 4.00 50.19 7.02 51.41 9.46 37.43 10.71 33.68 11.09 29.65 20.62 57.26 2.5 .00 58.53 0 3
3.00 1.00 20 29.59 13.84 39.62 10.53 31.47 15.59 10.38 30.07 9.19 52.00 11.01 8.00 10.89 23.05 8.67 16.00 16.59 32.09 14.77 79.81 2.7 .00 82.59 0 2
4.00 1.00 32 16.80 14.63 28.60 9.77 30.59 18.38 14.35 35.06 13.92 41.33 25.22 35.49 7.68 25.22 7.10 32.38 7.10 28.23 66.13 91.31 3.2 .00 72.63 0 3
5.00 .00 27 13.77 17.14 32.72 6.82 65.87 7.00 16.13 46.88 16.26 58.48 10.90 20.33 5.10 27.75 7.69 27.01 22.41 23.94 52.17 73.61 3.2 .00 71.83 0 2
6.00 1.00 37 30.22 13.32 36.15 12.68 33.36 26.92 14.30 38.42 7.15 52.25 7.50 19.94 11.28 31.38 11.32 43.87 18.08 16.44 19.87 80.31 2.7 1.00 82.86 0 3
7.00 1.00 37 31.92 9.37 20.09 9.89 64.97 15.79 15.30 42.41 10.99 33.88 18.05 42.75 12.61 12.60 3.37 55.66 7.00 22.11 43.38 94.76 2.7 .00 58.01 0 3
8.00 .00 42 19.25 20.45 33.03 8.83 59.63 7.00 12.02 27.96 12.62 32.92 10.58 19.76 12.01 27.97 6.71 46.23 22.30 34.65 14.86 56.91 2.4 .00 76.49 0 3
9.00 1.00 42 36.00 14.26 34.42 16.52 49.90 15.88 15.04 26.98 6.06 41.52 34.00 29.34 10.05 17.78 4.00 34.76 24.57 11.97 42.00 85.76 2.9 1.00 83.33 0 3
10.00 1.00 42 35.42 7.46 22.27 14.83 40.34 22.53 10.08 27.61 4.53 29.52 14.85 23.85 5.00 24.08 12.19 29.17 11.40 11.96 31.00 86.73 3.1 1.00 71.38 0 3
11.00 .00 34 24.54 10.43 27.51 4.00 37.69 17.33 9.33 29.77 6.10 24.13 16.75 34.42 17.04 38.60 11.07 46.56 25.40 19.96 67.50 77.24 4.4 .00 84.78 0 2
12.00 1.00 49 28.84 10.59 32.44 11.12 59.38 17.19 11.94 24.93 8.41 19.95 25.42 39.34 6.23 36.19 9.91 37.23 8.86 28.80 68.22 91.57 3.3 1.00 55.35 0 2
13.00 .00 34 14.92 16.77 27.29 20.18 13.77 30.35 11.96 38.38 12.65 43.39 27.00 37.03 9.90 21.79 4.97 50.71 7.00 24.50 16.33 62.36 3.7 1.00 76.59 0 2
14.00 1.00 22 44.67 15.98 27.91 8.64 33.88 9.39 9.84 21.76 10.18 47.06 18.17 18.99 7.54 28.76 4.00 42.54 11.38 19.85 40.44 91.61 3.4 .00 80.49 0 2
15.00 1.00 26 8.97 15.65 33.95 5.85 55.26 13.51 5.00 37.13 15.53 47.14 18.46 23.41 10.61 33.25 8.27 32.10 24.35 28.75 14.67 67.44 2.5 .00 79.71 0 3
16.00 1.00 33 25.47 12.57 31.44 16.37 35.77 20.62 10.47 26.00 4.00 75.25 18.47 24.49 14.04 27.39 12.55 43.55 19.91 31.24 50.08 90.40 3.1 1.00 66.44 0 3
17.00 1.00 40 28.01 11.02 29.27 16.02 44.92 20.08 9.67 8.73 8.70 35.86 15.73 29.68 11.91 23.98 7.29 31.13 19.71 12.27 72.44 71.14 3.4 1.00 70.78 0 2
18.00 1.00 32 20.67 13.40 33.77 12.19 45.36 18.63 5.35 30.14 5.62 53.26 15.44 30.54 8.98 20.59 11.17 25.27 9.17 15.40 15.23 77.68 3.0 1.00 85.48 1 2
19.00 1.00 35 32.65 17.27 39.51 12.07 45.98 19.72 11.97 44.15 13.91 27.92 23.07 21.63 14.25 25.61 7.40 48.90 18.60 25.29 52.62 83.65 3.2 1.00 64.63 0 3
20.00 1.00 35 29.25 13.79 37.52 10.28 36.08 7.00 14.19 33.11 8.50 40.84 16.47 44.01 10.16 25.07 6.35 36.25 10.97 19.36 14.37 71.85 2.9 .00 84.77 0 3
21.00 .00 35 33.26 13.80 43.42 11.56 39.86 16.54 16.01 23.07 3.62 26.93 16.72 24.97 10.59 24.54 6.04 45.40 17.93 27.50 27.52 86.95 3.5 1.00 79.63 0 2
22.00 .00 41 30.58 14.74 24.63 5.26 49.19 7.00 15.69 48.95 5.08 45.54 10.77 30.84 13.78 30.45 4.00 26.01 13.75 14.54 69.34 92.06 3.2 .00 90.95 1 3
23.00 1.00 19 16.21 10.46 30.06 12.32 54.50 7.97 17.85 32.00 3.17 30.20 17.23 23.34 11.88 29.06 13.39 54.66 9.41 29.72 67.44 70.70 3.0 1.00 69.82 0 2
24.00 1.00 37 26.83 20.75 17.68 9.08 82.64 28.05 12.39 34.58 2.57 57.85 9.96 40.16 5.00 14.76 13.13 46.19 10.55 7.44 37.81 84.34 3.6 .00 59.26 0 2
25.00 1.00 43 39.00 12.75 36.52 11.36 42.52 27.72 9.89 29.61 8.33 49.33 8.77 25.96 11.92 34.17 5.79 40.28 8.75 15.89 53.11 94.75 3.4 1.00 82.81 1 3
26.00 .00 34 39.56 17.13 34.52 14.56 37.39 20.89 5.00 31.69 4.00 69.28 11.35 20.43 11.60 32.90 5.23 47.15 24.16 30.94 71.07 90.26 2.9 1.00 59.64 0 2
27.00 .00 34 16.57 16.66 54.35 11.25 36.92 12.25 9.15 30.29 6.51 54.53 7.30 28.75 7.53 25.36 11.22 16.00 32.14 5.93 57.38 86.84 3.1 1.00 84.47 0 3
28.00 1.00 40 36.72 12.75 31.00 9.85 24.34 19.64 5.53 38.81 7.42 55.17 16.83 19.94 12.97 14.73 4.29 32.48 14.17 20.73 57.07 96.24 3.7 .00 68.79 0 2
29.00 1.00 32 18.73 15.25 46.43 10.77 35.32 19.31 13.35 21.32 11.18 59.18 20.54 32.14 8.29 20.00 5.11 57.02 15.60 19.23 67.14 75.07 3.0 .00 53.61 0 3
30.00 1.00 41 35.24 11.76 36.86 9.86 45.46 12.02 16.28 19.41 9.58 50.50 29.64 9.73 6.65 29.15 5.73 28.22 7.10 21.27 12.38 81.14 3.1 .00 65.39 0 3
31.00 1.00 37 20.82 12.24 40.30 10.32 52.31 21.98 20.60 28.83 6.69 60.15 27.74 22.54 15.00 33.12 4.00 42.10 21.13 41.58 17.54 79.39 3.0 .00 64.61 0 3
32.00 .00 41 40.00 10.46 40.80 8.83 57.29 9.83 8.91 19.60 4.47 62.27 25.59 20.72 7.48 13.39 12.12 17.78 16.65 28.69 33.01 70.02 3.2 .00 59.46 0 2
33.00 1.00 41 23.74 5.00 36.41 9.80 49.52 18.62 11.46 32.00 13.24 58.19 24.76 22.24 13.27 25.04 11.58 60.79 14.77 31.52 42.86 69.25 3.3 .00 72.61 0 3
34.00 1.00 22 40.00 11.13 44.98 7.18 55.23 23.82 5.00 30.60 15.25 40.16 24.27 17.09 11.55 32.77 12.62 54.85 9.76 19.58 63.36 79.21 2.8 .00 86.84 1 3
35.00 1.00 27 31.57 7.34 40.33 11.55 74.35 17.60 6.47 27.92 4.38 28.76 30.82 41.01 10.69 20.89 6.07 31.21 38.12 30.67 47.20 82.78 3.8 1.00 63.92 0 2
36.00 1.00 33 32.39 11.10 37.79 9.04 50.15 31.04 12.50 15.20 12.05 60.00 24.65 15.09 12.99 19.98 13.02 48.04 17.15 31.11 49.48 77.38 3.4 .00 59.20 0 2
37.00 1.00 41 24.49 5.47 38.87 11.45 49.17 17.36 9.29 35.17 6.87 34.86 7.30 16.14 10.66 28.96 5.65 66.10 8.27 3.74 15.29 64.42 3.3 1.00 86.84 0 3
38.00 1.00 31 26.14 8.26 50.10 10.20 32.69 23.30 14.85 36.41 10.75 29.62 16.99 19.26 11.16 44.05 7.82 16.00 22.94 21.99 41.70 88.96 3.3 .00 72.16 0 3
39.00 1.00 30 19.08 14.48 15.59 7.92 25.38 12.25 8.15 22.45 10.50 33.97 12.04 42.49 10.82 13.45 4.00 42.41 20.04 10.25 71.87 61.90 4.0 .00 70.42 1 2
40.00 .00 19 33.77 8.98 35.75 4.00 31.31 19.32 9.78 35.82 7.59 34.08 17.13 12.33 16.66 21.61 8.37 44.58 7.40 34.27 32.22 64.67 3.3 .00 73.56 0 3
41.00 1.00 22 27.91 15.60 34.12 4.00 56.97 9.90 12.01 24.03 6.62 41.10 16.31 39.06 15.42 36.00 5.91 50.43 12.17 22.23 62.48 96.31 2.9 .00 91.94 0 2
42.00 1.00 34 23.31 9.87 24.46 7.59 25.36 22.25 8.78 25.64 4.39 44.53 17.36 29.70 13.39 32.77 6.59 45.32 13.30 11.82 46.83 85.41 3.0 .00 91.20 0 3
43.00 .00 33 17.13 12.92 15.51 10.77 44.87 20.17 8.36 30.63 6.12 38.53 10.44 36.68 10.98 18.72 11.97 55.31 24.54 13.07 63.82 64.54 2.5 .00 75.89 0 1
44.00 1.00 34 17.23 6.02 45.10 15.90 33.40 20.17 8.70 30.28 8.18 47.33 22.39 13.45 10.35 34.74 9.20 61.60 23.76 13.82 40.95 59.53 3.0 1.00 53.42 0 3
45.00 1.00 49 22.39 7.78 39.68 12.12 50.40 14.32 8.32 37.98 15.79 66.08 15.78 44.00 12.00 27.01 7.41 43.71 7.65 16.31 46.80 90.85 2.9 1.00 73.53 1 3
46.00 .00 20 26.69 19.05 35.65 9.92 30.38 13.60 9.31 43.17 5.99 47.82 11.53 30.06 7.31 32.55 12.50 59.70 24.12 33.54 18.99 75.50 3.4 .00 69.56 0 3
47.00 1.00 29 23.94 10.71 26.75 4.00 22.69 26.44 12.25 22.83 12.23 37.22 13.19 23.31 12.12 25.45 8.76 38.99 23.75 31.09 66.71 94.02 3.1 .00 61.07 0 3
48.00 .00 34 23.85 10.98 47.12 4.00 56.18 23.23 11.83 17.51 3.28 42.96 18.63 21.44 10.37 32.93 7.85 16.00 19.17 15.57 52.65 94.57 2.6 .00 68.12 1 2
49.00 1.00 35 34.15 15.62 33.68 6.56 43.95 26.96 11.67 39.05 11.13 41.50 25.14 37.91 15.20 25.35 5.17 20.91 10.98 14.61 15.67 86.20 3.3 .00 81.94 0 1
50.00 1.00 34 27.51 14.25 26.65 11.82 34.84 22.75 9.39 41.75 8.92 38.97 14.32 33.50 8.20 31.01 10.16 62.13 16.02 28.00 37.22 80.33 3.3 1.00 78.29 0 2
51.00 1.00 32 32.10 5.00 31.59 8.12 54.24 18.88 7.63 30.02 4.00 46.46 12.52 19.03 7.80 23.93 6.98 40.18 16.95 14.03 42.51 59.51 3.4 .00 85.11 0 1
52.00 1.00 27 19.52 12.04 33.45 8.08 42.49 20.67 12.90 27.96 10.86 41.32 17.86 42.55 7.90 20.87 7.18 56.69 19.91 31.08 49.93 89.21 2.3 .00 77.01 1 3
53.00 1.00 27 34.12 15.60 32.41 7.43 40.72 16.42 10.22 33.67 7.37 44.44 23.61 37.06 9.86 31.97 8.52 53.65 7.30 22.73 39.64 71.74 3.9 .00 71.58 0 2
54.00 .00 29 10.99 15.23 38.53 6.43 44.19 18.79 8.52 25.42 5.39 58.08 16.52 36.64 5.20 30.82 13.68 47.79 13.42 16.11 32.43 71.88 3.2 .00 75.85 0 3
55.00 1.00 39 9.02 5.00 39.34 12.16 35.85 12.21 15.40 33.15 4.00 16.00 23.97 18.06 20.31 23.71 6.45 31.20 7.10 33.61 32.22 74.24 2.6 1.00 88.45 0 3
56.00 1.00 38 40.00 15.14 30.79 9.73 43.70 29.49 18.91 48.95 10.34 48.92 15.68 20.35 12.69 35.59 9.74 67.90 20.95 29.51 28.64 88.23 3.2 .00 93.68 0 3
57.00 .00 42 36.00 13.06 30.18 15.15 44.08 24.16 7.93 40.53 4.00 66.95 20.66 20.24 18.24 26.56 4.00 23.65 10.29 31.02 66.84 91.61 2.7 1.00 88.83 0 3
58.00 1.00 27 40.00 15.76 41.01 12.97 49.30 22.37 9.65 25.92 5.60 42.91 24.67 30.79 13.29 29.85 5.34 26.13 17.51 30.49 54.56 96.60 3.5 1.00 78.05 0 3
59.00 .00 35 37.26 5.29 39.87 13.85 29.18 7.98 9.51 35.10 7.17 14.35 13.79 29.16 16.49 33.68 13.40 16.00 18.70 21.00 63.09 55.49 3.0 1.00 63.36 0 1
60.00 1.00 21 36.25 7.04 34.65 6.48 29.59 31.17 7.34 26.96 13.93 72.71 12.29 19.18 6.45 25.18 11.37 45.15 20.43 33.49 65.19 67.99 3.5 .00 73.74 0 1
61.00 1.00 45 29.57 15.26 24.98 6.78 47.62 14.30 11.52 37.74 12.36 52.97 7.40 33.89 7.15 35.74 4.00 23.34 9.29 31.27 67.11 75.47 2.8 .00 90.22 0 3
62.00 1.00 28 34.70 13.62 17.92 22.11 33.28 23.58 11.90 26.97 10.28 43.34 21.77 17.66 8.25 32.85 5.68 41.91 25.45 28.06 29.12 56.59 3.4 1.00 91.29 0 3
63.00 1.00 35 23.18 21.16 30.93 14.91 30.77 21.62 9.68 29.15 4.00 64.06 19.05 25.38 19.27 11.45 15.47 32.24 18.49 16.00 59.97 89.73 3.4 1.00 75.98 1 3
64.00 .00 40 18.27 11.25 35.70 12.69 60.19 13.92 7.55 33.52 4.33 44.25 17.94 19.05 20.39 22.35 5.70 30.02 16.19 25.21 48.20 58.06 3.0 1.00 73.06 0 3
65.00 1.00 49 27.42 12.35 36.93 11.16 26.54 19.87 7.66 33.89 6.27 23.26 23.83 12.04 5.76 28.49 4.90 41.96 20.73 22.83 72.64 77.56 2.5 1.00 85.27 1 3
66.00 1.00 41 26.56 9.45 31.24 15.37 65.57 18.39 14.16 36.75 9.43 49.91 33.66 19.57 11.03 29.09 10.53 29.26 12.46 17.31 60.29 55.50 2.5 1.00 75.21 0 2
67.00 .00 32 23.00 14.55 30.62 8.23 10.67 24.25 15.94 18.55 5.86 32.41 33.64 33.18 12.58 37.75 8.92 35.83 9.64 19.67 37.36 74.42 3.6 .00 72.13 0 3
68.00 1.00 36 21.89 11.05 45.70 12.13 36.80 12.28 5.64 24.49 4.63 53.37 20.00 19.33 12.17 12.87 11.36 52.52 18.59 26.50 67.32 72.86 3.5 1.00 76.40 0 3
69.00 .00 45 31.72 13.52 38.72 8.81 58.88 15.50 6.50 26.88 4.62 31.20 22.78 8.00 7.81 11.36 11.30 33.96 20.66 24.07 36.80 62.60 2.8 .00 68.36 1 3
70.00 .00 25 26.08 13.13 38.12 15.37 49.44 16.53 13.87 43.77 10.63 20.05 14.12 31.21 6.87 22.62 12.67 65.63 13.05 27.15 50.21 71.88 2.9 1.00 89.41 0 3
71.00 .00 45 23.76 7.96 23.88 8.32 61.74 14.06 14.13 33.43 4.21 44.64 27.54 22.77 14.33 31.40 8.78 52.09 18.08 19.28 45.29 87.94 2.9 .00 85.33 0 1
72.00 .00 36 21.14 12.87 8.29 14.33 17.92 27.11 8.96 24.04 10.91 38.46 19.81 29.84 4.75 15.22 10.51 37.70 19.42 18.58 43.07 86.05 2.8 1.00 90.17 0 2
73.00 .00 37 17.40 14.96 28.53 4.57 44.59 17.50 13.04 46.80 8.15 27.87 9.69 24.70 7.91 28.66 7.96 31.06 19.73 27.16 19.63 65.21 2.7 .00 67.76 0 3
74.00 1.00 51 32.83 9.26 24.52 9.88 50.70 19.59 11.06 31.05 6.48 38.76 21.53 26.76 10.25 35.45 6.99 44.25 8.19 22.67 18.25 56.82 3.6 .00 75.77 0 2
75.00 1.00 45 33.86 19.14 33.52 8.15 39.88 13.81 10.96 41.01 7.51 30.37 15.52 33.12 5.65 13.13 8.02 49.87 9.71 34.62 65.44 72.44 2.7 .00 87.47 0 3
76.00 1.00 37 21.83 12.46 36.01 12.59 50.01 27.67 14.27 25.29 11.59 38.25 25.55 21.25 13.82 28.52 8.67 31.10 17.61 19.05 64.26 95.26 3.3 1.00 72.49 0 3
77.00 .00 31 24.33 10.71 42.42 15.59 49.54 9.82 7.68 13.14 11.23 48.87 17.47 23.92 9.95 32.36 10.46 48.02 14.16 12.87 34.04 62.72 3.2 1.00 74.65 0 3
78.00 1.00 22 15.02 18.98 20.88 10.15 60.79 8.21 17.51 26.49 5.11 65.99 24.08 26.56 11.01 25.63 4.00 21.61 7.86 5.46 49.33 76.90 2.9 .00 68.08 0 2
79.00 .00 33 30.42 12.00 46.37 4.67 19.59 15.47 11.25 26.74 8.55 58.22 21.91 20.98 5.94 17.06 5.78 31.78 20.01 33.37 58.67 68.28 3.7 .00 75.49 0 3
80.00 1.00 30 40.00 12.81 30.63 7.95 35.31 22.59 12.19 28.73 5.95 45.35 13.31 33.55 10.61 31.91 12.04 21.35 23.05 25.91 72.90 76.90 2.7 .00 74.19 0 3
81.00 .00 41 27.00 14.55 49.63 12.57 35.32 7.00 13.55 27.74 3.29 24.54 18.09 21.00 13.41 29.80 7.01 52.36 13.06 27.85 35.31 91.51 3.3 1.00 75.26 0 3
82.00 1.00 32 25.08 12.67 32.45 6.45 60.86 19.27 10.58 10.68 4.25 22.04 7.30 11.83 7.32 30.50 9.88 45.33 13.65 34.52 55.90 77.91 3.3 .00 68.66 0 3
83.00 1.00 36 21.86 5.00 23.83 10.97 47.87 17.80 12.15 14.49 8.49 46.61 19.03 13.14 14.56 22.54 9.93 60.30 8.15 31.51 57.96 67.53 3.1 .00 66.14 0 3
84.00 .00 40 27.79 11.21 25.98 4.35 34.68 18.56 20.23 38.84 9.96 26.37 19.11 21.66 6.40 19.71 11.88 37.31 12.04 14.62 30.95 91.08 2.9 .00 62.75 0 3
85.00 1.00 38 34.22 12.89 36.62 16.92 44.42 14.53 12.31 31.12 9.55 47.42 22.49 22.05 15.15 40.50 4.00 18.06 11.54 6.84 23.24 57.84 3.2 1.00 73.15 0 3
86.00 1.00 34 18.16 14.73 43.44 6.70 40.61 29.35 13.18 27.44 11.82 52.94 9.57 15.85 6.69 23.54 9.45 36.39 13.15 22.57 46.78 62.71 3.4 .00 73.46 1 2
87.00 .00 46 31.00 13.02 38.43 5.70 48.51 25.79 5.00 40.65 4.71 35.73 32.83 20.56 13.75 25.57 11.71 38.51 10.69 19.42 39.68 95.91 3.0 .00 66.40 0 1
88.00 1.00 29 15.87 15.17 48.31 7.72 52.12 21.18 8.96 17.11 1.27 67.46 11.10 23.77 18.26 23.10 4.00 49.11 24.74 40.54 27.53 58.17 2.7 .00 76.07 0 3
89.00 1.00 49 41.00 11.42 44.32 9.53 42.09 16.87 7.17 49.59 10.22 46.76 19.77 18.91 7.61 31.70 4.00 30.78 14.48 15.39 61.28 83.22 2.4 .00 54.46 0 3
90.00 1.00 25 22.16 13.08 39.27 6.76 53.96 14.63 14.22 29.55 7.28 55.07 18.36 36.40 16.88 41.77 8.45 47.69 19.68 33.91 63.34 61.28 3.3 .00 69.94 0 2
91.00 1.00 38 41.27 9.26 33.66 8.75 18.16 22.58 12.26 32.43 14.40 44.46 23.22 12.33 11.27 18.76 5.49 27.22 12.75 23.47 68.29 64.26 2.6 .00 56.45 0 1
92.00 1.00 42 37.00 15.95 33.08 12.89 16.00 12.01 12.50 33.81 9.88 37.38 10.55 34.08 13.36 19.48 5.97 53.42 24.07 22.97 44.00 94.81 2.8 1.00 83.27 1 2
93.00 .00 48 26.00 11.72 32.65 13.01 41.26 19.60 5.75 32.26 9.33 23.67 30.02 18.15 9.88 16.78 9.32 68.40 13.87 24.34 42.00 93.92 2.3 1.00 68.43 0 3
94.00 1.00 24 28.44 13.75 26.75 12.31 65.93 19.77 18.80 18.99 13.08 54.47 22.02 33.03 6.96 35.15 5.32 52.74 15.97 17.21 71.95 69.40 2.7 1.00 94.20 0 2
95.00 .00 43 26.13 13.10 19.84 4.00 24.06 19.59 12.82 27.94 11.20 48.98 13.55 8.31 15.41 20.79 4.91 62.29 24.92 35.17 15.00 73.21 3.6 .00 58.35 0 3
96.00 .00 25 15.90 10.62 36.50 14.36 39.49 13.18 11.72 39.71 4.32 44.25 7.30 36.55 17.65 24.28 8.70 55.66 7.10 23.74 19.05 67.54 3.3 1.00 83.12 0 3
97.00 1.00 39 14.14 11.40 36.48 5.08 26.49 27.24 5.05 27.13 12.35 45.45 20.56 39.81 8.88 24.10 11.25 47.55 13.43 24.07 51.63 75.82 2.9 .00 65.30 0 3
98.00 1.00 29 8.00 15.72 22.91 12.89 48.60 7.12 16.44 21.32 7.67 38.55 35.12 45.38 5.64 42.59 6.51 36.68 20.69 16.83 37.76 77.58 2.6 1.00 50.99 1 3
99.00 .00 40 28.33 14.51 39.77 10.38 52.49 16.64 13.60 36.75 11.38 16.00 24.07 35.18 5.50 41.30 5.60 69.95 28.27 25.73 13.59 71.23 3.8 .00 101.66 0 1
100.00 1.00 32 28.52 14.54 38.59 5.87 42.48 16.35 10.77 32.01 8.68 36.68 20.71 6.32 15.47 19.78 4.16 49.68 7.00 36.24 63.31 68.33 3.3 .00 75.98 1 2
101.00 1.00 36 33.57 17.49 46.38 4.74 72.81 23.32 14.02 25.33 4.00 41.72 11.57 32.64 15.50 27.49 6.83 45.36 13.43 13.54 58.85 81.39 3.2 .00 70.10 0 3
102.00 1.00 45 8.00 13.40 42.28 14.18 55.16 16.64 12.39 41.55 8.33 38.74 24.67 15.23 13.24 25.88 12.59 37.85 18.01 31.58 42.28 62.07 3.1 1.00 80.90 0 2
103.00 1.00 31 40.00 5.00 43.74 4.71 36.34 19.81 5.00 28.06 13.75 47.70 20.11 46.38 10.58 30.44 12.20 31.50 12.32 14.92 33.69 76.73 3.9 .00 75.97 0 2
104.00 1.00 47 30.88 5.00 28.46 8.41 40.45 7.10 6.84 29.82 4.00 48.80 14.39 25.05 9.61 17.36 4.00 51.57 23.67 33.39 41.33 58.43 3.3 .00 67.39 0 1
105.00 .00 22 29.54 9.33 33.55 4.95 66.38 15.44 11.13 32.40 5.33 22.51 19.68 17.85 5.00 24.66 8.22 50.48 23.76 48.80 42.97 67.89 2.2 .00 65.06 1 3
106.00 1.00 49 40.00 13.83 30.55 10.71 28.44 19.28 10.80 20.00 16.44 46.13 23.16 18.45 10.72 32.40 4.00 70.56 20.43 30.43 44.52 85.45 3.0 .00 69.48 0 2
107.00 1.00 29 33.65 15.27 31.76 22.09 35.92 17.71 5.10 35.39 7.95 47.60 14.49 35.05 10.73 40.25 11.67 55.62 9.90 19.31 38.98 65.06 3.0 1.00 59.96 0 3
108.00 .00 50 16.87 8.58 46.06 10.08 40.27 14.05 17.21 31.39 4.87 54.95 18.63 22.07 10.21 27.27 4.00 19.69 14.65 22.37 29.24 85.20 3.2 .00 77.10 0 3
109.00 1.00 46 30.30 12.18 25.50 4.30 34.14 22.23 8.87 38.30 4.00 28.67 17.06 47.60 11.26 36.25 7.19 35.16 20.03 22.31 25.33 68.97 2.8 .00 63.42 0 3
110.00 1.00 24 25.33 16.49 47.72 12.28 45.71 27.19 12.77 30.62 6.99 48.25 16.27 29.47 7.10 46.43 4.00 49.81 21.04 16.52 40.15 93.43 3.3 1.00 81.82 0 2
111.00 .00 44 36.99 20.91 18.64 3.33 25.54 23.17 10.52 47.30 4.20 31.47 7.50 27.07 5.00 22.38 8.48 16.00 7.00 15.73 54.18 57.96 3.1 .00 78.87 0 3
112.00 .00 19 29.74 10.00 24.23 5.85 58.32 14.76 12.05 46.32 8.62 43.75 15.45 14.38 18.52 35.37 5.57 22.40 16.52 11.17 12.55 91.71 3.2 .00 85.82 1 3
113.00 1.00 39 19.13 14.94 32.85 12.01 30.03 14.33 11.15 29.18 10.61 41.87 7.68 22.00 8.78 38.39 13.92 36.40 17.35 23.52 43.88 60.39 3.7 1.00 70.34 0 2
114.00 .00 43 13.50 12.72 46.94 11.57 16.86 8.12 11.45 26.37 4.00 62.56 8.03 42.33 16.98 30.05 5.05 16.00 7.30 22.82 37.46 67.48 2.8 1.00 96.38 0 2
115.00 .00 35 19.97 11.74 28.43 17.41 39.30 24.42 9.29 22.73 11.18 61.72 25.90 36.28 5.66 17.08 10.30 30.84 22.95 10.89 57.81 56.10 2.9 1.00 62.37 0 3
116.00 1.00 31 35.21 6.01 47.29 5.84 44.79 11.17 7.65 26.25 4.47 38.44 22.48 36.98 8.57 37.09 4.00 16.00 10.22 34.74 62.99 63.13 2.7 .00 64.77 0 1
117.00 1.00 46 11.61 13.00 41.28 3.54 26.43 14.80 12.13 35.06 4.00 16.76 17.57 32.89 7.33 35.44 12.30 34.70 13.66 37.29 46.21 67.25 3.0 .00 71.90 0 2
118.00 1.00 44 16.19 18.25 31.73 18.52 45.83 24.60 5.00 24.62 5.56 62.87 11.43 36.75 5.00 22.23 6.24 49.46 23.84 27.25 42.29 77.70 2.8 1.00 71.81 0 2
119.00 1.00 39 17.10 11.08 38.89 10.08 38.25 16.63 18.67 39.69 7.39 41.04 20.88 18.63 10.75 26.82 4.56 19.82 10.54 33.97 35.34 57.80 3.2 .00 95.91 1 2
120.00 1.00 33 25.49 6.49 25.52 8.36 48.71 20.16 11.26 21.29 4.00 28.76 11.79 14.23 13.33 30.90 5.57 29.90 14.18 25.26 23.08 90.40 3.3 .00 59.14 0 2
121.00 .00 49 24.51 14.08 30.99 8.94 55.49 18.02 5.00 32.40 12.16 46.37 7.10 32.11 16.05 34.17 9.17 28.77 22.24 15.96 12.41 64.33 3.0 .00 63.41 0 3
122.00 1.00 39 21.08 11.99 44.64 15.72 32.66 23.41 7.31 40.43 9.61 24.64 20.29 23.23 11.46 22.49 6.09 39.87 7.00 19.76 27.49 93.18 3.3 1.00 82.94 0 1
123.00 .00 20 47.16 8.33 25.94 11.83 21.52 13.13 10.62 30.95 6.00 51.47 14.10 20.07 14.42 20.86 9.72 42.49 13.14 30.10 65.67 91.58 3.5 1.00 68.44 0 2
124.00 .00 28 16.50 20.24 29.31 5.25 34.02 18.67 20.64 30.80 6.06 21.36 22.82 24.95 12.86 15.82 5.45 16.00 21.96 29.05 64.06 84.10 2.8 .00 66.98 0 3
125.00 .00 47 40.00 13.57 26.90 18.64 31.15 21.33 14.78 34.06 7.87 30.04 13.33 25.45 5.91 35.12 10.71 47.23 14.69 19.78 68.18 76.38 3.0 1.00 87.47 0 2
126.00 .00 20 30.38 6.56 35.18 10.73 42.35 21.55 7.67 24.43 10.55 24.82 23.78 13.87 10.42 13.40 5.38 41.95 7.00 30.01 36.39 64.83 2.9 .00 77.76 0 2
127.00 1.00 32 40.00 15.75 28.68 15.11 62.44 15.05 12.62 19.09 10.31 33.30 17.35 25.15 13.31 18.46 6.93 20.27 27.34 30.15 67.06 68.46 3.3 1.00 85.93 0 3
128.00 .00 33 29.12 15.43 19.94 4.00 32.78 10.45 7.56 25.36 10.43 39.02 7.00 29.07 14.39 28.95 10.74 22.66 8.66 29.00 45.62 69.87 3.1 .00 73.13 0 2
129.00 1.00 22 16.34 10.72 46.66 7.42 36.51 17.30 8.51 31.99 7.07 45.56 19.97 38.49 7.37 32.46 6.69 29.39 16.38 24.11 20.22 75.46 3.6 .00 59.22 0 1
130.00 1.00 44 26.61 14.54 22.97 8.71 45.90 20.88 10.69 29.32 9.73 35.97 12.88 5.54 13.24 14.02 7.38 39.96 16.41 32.28 37.36 57.18 3.5 .00 67.45 0 3
131.00 1.00 20 18.67 19.69 36.88 4.00 43.84 24.41 15.13 40.07 7.22 30.89 10.21 30.66 11.09 22.55 9.97 38.16 33.86 2.71 23.49 82.53 2.7 .00 71.33 0 1
132.00 .00 46 23.00 17.49 30.29 7.51 60.57 18.43 11.00 52.93 7.72 68.44 21.02 13.37 9.17 18.78 10.02 16.00 11.54 21.84 44.81 92.90 3.8 .00 64.79 1 2
133.00 1.00 45 24.31 5.00 32.54 13.64 35.55 28.64 12.90 19.82 4.00 53.39 7.00 33.60 7.73 23.86 12.12 25.31 28.69 29.21 63.68 75.77 3.1 1.00 87.52 0 3
134.00 1.00 28 21.88 14.95 34.89 4.00 31.54 22.46 13.16 24.63 4.82 27.74 16.21 33.52 14.53 44.86 1.78 26.82 7.98 26.04 53.36 90.20 2.6 .00 62.16 0 3
135.00 .00 22 25.61 10.74 46.68 10.45 28.20 17.28 9.54 31.92 5.38 26.70 12.24 22.90 10.53 28.01 5.36 51.50 11.09 37.09 64.82 72.35 3.5 .00 75.40 1 3
136.00 .00 29 21.80 9.56 39.41 11.52 45.42 19.06 10.25 19.65 4.00 36.78 16.32 20.56 16.30 21.37 5.77 16.00 12.45 20.79 23.83 57.96 3.0 1.00 78.80 0 3
137.00 .00 47 27.75 14.54 37.01 9.88 43.96 20.28 12.40 29.43 7.72 35.75 11.21 18.87 7.26 9.17 5.72 40.87 19.59 28.41 41.00 92.71 2.6 .00 71.72 0 2
138.00 1.00 27 32.28 4.58 38.13 15.07 48.98 10.44 8.92 27.70 11.07 43.90 16.89 20.33 10.43 33.51 4.00 47.14 12.36 40.44 61.38 76.15 3.2 1.00 73.56 0 3
139.00 .00 47 8.00 14.35 36.74 5.42 16.00 14.10 6.78 16.23 15.45 18.73 12.54 23.53 15.50 20.93 11.68 46.76 28.62 33.70 57.40 59.86 3.0 .00 62.43 0 2
140.00 .00 29 21.67 16.97 30.92 9.39 32.89 14.01 11.67 39.54 5.66 60.29 25.16 14.35 13.79 43.71 10.50 17.55 7.30 28.57 44.95 94.74 3.4 .00 88.81 1 3
141.00 .00 48 40.00 10.72 42.95 11.09 17.45 22.18 8.65 25.42 13.12 26.53 31.82 30.39 9.67 29.11 7.41 16.00 23.32 39.09 37.00 90.66 3.5 1.00 66.01 0 2
142.00 1.00 31 18.89 17.21 37.79 15.15 36.11 25.23 9.72 23.20 8.79 46.00 20.00 20.64 6.37 36.84 7.37 63.69 7.30 40.56 20.21 69.10 3.3 1.00 95.92 0 3
143.00 1.00 25 8.00 17.69 28.77 6.40 40.67 16.28 14.52 24.56 7.80 34.89 9.32 24.11 6.30 15.85 4.00 27.43 15.62 36.22 30.78 81.34 3.3 .00 53.65 1 2
144.00 1.00 24 34.17 16.56 30.15 12.39 59.52 14.67 11.13 33.96 12.06 36.75 19.95 29.47 20.71 9.15 11.50 35.99 19.65 37.70 41.00 93.05 2.9 1.00 53.13 0 3
145.00 .00 40 33.66 5.00 24.34 10.03 28.32 16.10 14.22 26.30 5.02 40.52 22.20 24.18 13.60 32.69 9.49 44.92 20.74 24.01 47.95 95.88 2.4 .00 91.93 0 2
146.00 1.00 19 26.25 13.98 47.08 6.04 42.93 19.30 9.47 37.03 8.59 16.00 17.14 26.62 5.00 17.99 6.95 41.57 7.00 31.81 32.00 72.50 3.3 .00 82.15 1 3
147.00 .00 27 19.54 13.24 25.00 11.39 47.63 24.87 13.25 35.76 10.23 51.32 10.20 19.02 10.15 23.66 11.27 31.49 24.73 21.93 15.00 67.61 3.0 1.00 80.33 0 3
148.00 1.00 32 15.89 15.46 32.62 12.14 45.80 22.34 6.19 37.57 9.78 37.68 17.00 23.64 7.45 39.46 7.29 60.89 15.13 20.19 21.00 74.39 3.8 1.00 95.65 0 2
149.00 1.00 23 40.00 16.66 32.01 4.00 60.11 8.60 13.50 36.25 5.86 36.88 14.64 31.85 13.38 19.84 4.00 50.76 24.56 20.88 37.32 72.65 3.5 .00 67.26 0 2
150.00 1.00 36 40.00 15.14 40.24 10.30 49.48 18.54 5.27 35.69 16.18 19.64 12.75 43.40 11.99 38.46 5.33 47.15 7.37 34.93 47.45 64.88 3.2 .00 67.36 0 3
151.00 1.00 29 34.56 19.80 39.96 6.31 36.67 16.66 9.52 39.58 4.00 45.10 13.37 19.35 10.33 33.49 13.34 47.15 9.43 20.34 66.39 91.14 2.8 .00 74.17 0 2
152.00 .00 30 22.09 11.99 21.04 4.94 37.88 23.98 13.84 28.21 10.56 55.58 21.13 22.21 5.00 27.40 6.81 22.61 18.17 4.38 43.53 88.57 3.4 .00 56.79 1 2
153.00 1.00 42 11.31 15.31 46.32 11.45 72.55 17.92 12.17 27.39 4.00 16.00 22.10 7.96 11.06 42.65 4.00 33.77 23.43 18.05 15.81 76.87 2.8 1.00 62.67 0 1
154.00 1.00 42 10.32 15.97 13.44 11.69 24.89 13.15 10.25 18.69 10.64 31.29 15.17 15.31 9.32 19.85 9.25 48.92 23.22 51.93 65.41 68.79 3.6 1.00 61.07 0 2
155.00 1.00 48 25.73 16.96 52.70 11.28 30.44 13.49 18.41 27.70 4.25 64.21 24.24 27.14 5.92 41.21 4.00 33.52 10.93 18.67 33.45 96.40 3.3 1.00 79.55 1 1
156.00 1.00 47 28.66 16.57 13.95 12.40 53.19 27.99 17.38 31.64 8.79 25.28 11.36 38.73 11.53 38.57 12.42 44.33 17.35 24.87 23.24 82.62 2.9 1.00 89.89 0 3
157.00 .00 29 32.07 9.22 42.40 10.75 41.15 12.64 11.97 32.08 9.53 36.06 11.74 16.16 11.47 25.30 7.17 50.07 10.41 15.88 22.33 69.56 2.3 .00 81.56 1 3
158.00 1.00 26 16.39 15.08 42.74 11.32 32.18 11.23 10.87 19.74 9.74 45.03 11.71 21.66 7.92 38.97 7.16 46.91 18.04 32.84 70.92 79.98 3.3 1.00 62.02 1 3
159.00 1.00 39 32.00 15.48 23.91 13.77 58.69 8.88 12.17 46.62 6.65 41.87 18.09 40.49 9.07 19.83 11.21 36.33 14.05 26.57 66.97 94.41 2.8 1.00 78.71 1 2
160.00 1.00 29 18.86 17.88 25.10 12.77 55.44 21.28 10.55 36.50 10.56 37.92 11.42 30.21 7.30 17.42 11.33 40.91 19.52 27.81 15.00 61.09 2.5 1.00 85.44 0 3
161.00 .00 37 31.94 7.45 31.57 4.00 32.21 12.17 8.22 29.73 11.90 16.00 11.71 47.00 12.61 28.95 8.39 16.00 15.91 24.74 74.98 88.80 2.7 .00 75.71 1 2
162.00 .00 30 17.55 12.44 35.26 7.60 50.51 24.54 16.01 22.56 6.27 44.20 19.88 17.62 11.17 7.15 6.52 16.00 26.89 20.24 51.11 78.70 3.3 .00 74.51 0 3
163.00 .00 31 12.09 4.58 36.83 9.20 29.69 10.89 12.90 35.52 7.10 55.67 21.29 8.43 11.29 4.80 14.53 50.79 9.08 19.94 21.72 64.23 3.3 .00 68.98 0 2
164.00 1.00 29 38.88 10.27 40.47 4.82 24.49 26.65 5.00 34.49 12.52 40.48 12.48 31.15 11.76 20.66 2.64 40.89 25.64 19.85 19.37 84.42 3.5 .00 99.86 0 1
165.00 .00 28 12.04 13.90 29.34 4.00 30.02 14.36 7.84 25.06 8.49 72.37 11.68 23.06 14.70 45.89 6.04 16.00 17.79 13.45 23.00 71.83 2.8 .00 71.08 0 3
166.00 1.00 27 40.00 13.86 30.43 11.17 27.16 16.02 11.92 22.62 5.03 29.46 12.15 12.53 18.59 27.93 7.01 23.65 22.16 25.56 25.35 74.27 3.4 1.00 82.85 0 2
167.00 1.00 21 11.97 13.01 13.14 16.72 54.17 16.20 15.45 20.11 7.36 60.48 16.91 21.59 12.25 27.06 14.32 40.96 22.03 25.22 58.43 73.55 3.1 1.00 74.23 0 3
168.00 .00 47 26.78 16.48 13.54 17.06 57.59 16.24 8.31 24.49 1.73 66.12 22.74 32.35 12.26 35.11 15.12 18.24 10.75 19.19 38.02 77.70 2.8 1.00 84.73 0 2
169.00 1.00 36 23.26 10.04 42.84 12.71 34.81 20.89 7.90 35.23 6.46 56.57 35.63 35.96 11.75 34.71 9.05 56.57 25.28 29.46 22.48 58.78 3.2 1.00 86.27 1 2
170.00 1.00 41 12.73 9.97 35.80 16.74 41.77 22.42 12.66 40.21 10.61 48.69 22.77 14.39 13.74 25.43 13.95 27.41 12.62 31.47 35.92 86.07 3.2 1.00 69.69 0 2
171.00 1.00 42 30.18 11.53 26.50 5.32 26.11 15.81 13.52 35.15 11.31 37.80 28.70 26.27 8.71 30.17 13.54 64.39 8.35 22.54 41.40 91.91 3.5 .00 80.17 0 2
172.00 .00 40 9.76 9.66 35.85 14.92 43.82 28.65 16.07 37.30 4.00 33.50 14.09 35.10 6.49 16.27 7.57 28.48 22.31 30.30 32.27 66.75 3.3 1.00 73.65 0 3
173.00 1.00 33 34.72 9.51 52.04 11.84 55.21 13.39 15.45 28.48 5.05 38.55 17.80 4.66 8.52 15.13 7.81 26.80 16.12 34.30 16.53 74.61 3.0 1.00 76.69 0 3
174.00 1.00 40 30.09 11.62 21.93 12.37 49.32 21.57 8.41 16.35 4.00 45.66 13.05 27.35 19.34 32.12 8.73 54.61 13.91 29.04 15.55 80.28 2.9 1.00 61.05 0 3
175.00 1.00 23 8.48 12.09 36.67 9.18 16.00 22.26 7.45 29.65 7.26 28.42 28.25 40.69 9.74 23.77 5.53 51.64 27.97 29.30 71.85 72.36 2.7 .00 69.53 0 2
176.00 1.00 43 40.00 12.51 44.21 7.43 46.65 11.07 9.79 8.61 7.25 33.25 12.33 31.09 5.20 21.68 5.36 12.67 9.30 21.98 32.71 64.42 3.1 .00 95.44 0 3
177.00 .00 51 39.67 5.00 44.92 8.38 43.66 22.34 14.41 23.47 4.00 48.34 25.76 31.58 6.73 39.73 11.04 64.92 26.64 27.37 30.60 88.44 2.5 .00 71.65 0 2
178.00 1.00 47 16.53 16.99 25.02 9.60 53.46 9.15 13.92 20.52 8.14 40.62 11.03 29.22 11.84 22.31 7.48 31.26 7.20 17.81 43.90 86.51 3.2 .00 72.78 0 3
179.00 .00 27 23.09 12.70 35.78 16.48 38.30 19.99 7.60 31.00 4.00 19.66 7.27 21.62 11.96 26.79 14.19 36.82 23.73 13.86 40.66 76.94 2.3 1.00 66.13 0 1
180.00 1.00 27 21.51 8.37 15.21 12.67 55.30 26.04 9.30 38.53 7.41 55.13 7.00 47.82 8.89 35.34 14.01 70.12 7.10 27.85 42.04 57.34 2.9 1.00 67.62 1 2
181.00 1.00 50 18.23 5.08 34.97 9.09 47.00 16.41 10.03 8.49 12.41 32.32 31.24 17.92 8.73 31.26 6.93 22.12 21.48 30.01 58.28 59.53 4.2 .00 72.01 0 3
182.00 1.00 41 19.59 12.27 54.58 14.01 46.64 10.64 18.76 35.97 10.79 52.97 27.43 35.55 13.00 24.60 9.37 49.25 14.16 27.47 14.55 72.88 2.9 1.00 62.25 0 1
183.00 1.00 32 16.35 17.96 23.00 11.34 70.62 17.24 9.17 33.62 9.83 50.59 20.94 38.46 9.04 26.17 8.20 24.85 17.61 6.32 31.35 63.96 3.3 1.00 89.78 0 1
184.00 .00 43 27.88 14.75 40.84 13.75 16.00 16.52 12.57 17.47 9.05 30.37 20.23 19.25 15.73 5.55 6.81 50.11 17.86 14.83 66.90 90.83 3.2 1.00 88.04 0 3
185.00 1.00 35 23.45 19.33 30.50 9.10 38.84 18.26 10.10 35.32 8.64 58.52 15.83 18.62 5.00 26.78 4.00 16.00 18.55 11.63 20.44 96.61 3.4 .00 69.98 1 1
186.00 1.00 40 36.56 12.37 36.30 4.00 51.95 11.19 14.76 25.80 4.00 60.58 14.74 .66 10.69 6.97 11.51 46.27 23.34 13.59 37.56 77.65 3.2 .00 82.70 1 3
187.00 1.00 21 31.25 5.82 34.41 10.48 20.81 22.44 14.47 35.31 8.47 51.48 7