Factorial Analysis of Variance in SPSS & 2 page Article Critique
Due 1/4 5 p.m EST
Be on time, Original work!
Data Attached! Please read carefully!
Factorial Analysis of Variance in SPSS
Earlier this week, you practiced using factorial ANOVA models with SPSS and, ideally, used the Collaboration Lab to ask, answer, and otherwise address any questions you had. In this Assignment, you apply what you learned to answer a social research question using factorial ANOVA.
To prepare
· Review the datasets provided.
· Construct a research question with social change implications based on one of those datasets.
· Be sure to focus on the assumptions of this test and ask yourself, “Does it make sense to interpret the mean of this dependent variable?”
· Remember that you will need categorical predictor variables.
·
The Assignment
Use SPSS to answer the research question you constructed. Then, compose a 1- to 2-paragraph analysis in APA format in which you answer the following questions:
1. What is the null hypothesis for your question?
2. What research design(s) would align with this question?
3. What dependent variable was used and how is it measured?
4. What independent variable is used and how is it measured?
5. If you found significance, what is the strength of the effect?
6. What is the answer to your research question?
7. What are the possible implications of social change?
Be sure to include your data output with your analysis. for an excellent APA-compliant write-up of a factorial analysis of variance.
Assignment 2: Article Critique
The practice of quantitative research not only involves statistical calculations and formulas but also involves the understanding of statistical techniques related to real-world applications. You might not become a quantitative researcher nor use statistical methods in your profession but as a consumer, citizen, and scholar-practitioner, it will be important for you to become a critical consumer of research, which will empower you to read, interpret, and evaluate the strength of claims made in scholarly material and daily news.
For this Assignment, you will critically evaluate a scholarly article related to factorial ANOVA.
· Search the Library for a quantitative article that applies factorial analysis of variance. Note that sometimes these are referred to as “two-way ANOVAs.”
·
Assignment #2 (You find Article)
Write a 2–page critique of the research you found in the Library that includes responses to the following prompts: Include in paper
· Why did the authors select factorial ANOVA in the research?
· Do you think this test was 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?
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40.00 5.09 31.76 4.00 16.65 5.42 35.18 7.10 40.25 22.39 16.72 8.16 7.00 2.8 .00 0 3 1.00 38 30.09 16.48 50.43 15.30 14.04 12.35 26.27 8.04 5.40 49.63 24.04 3.0 1.00 1 2 1.00 21 9.17 8.51 28.21 27.39 7.21 9.44 27.41 12.42 32.85 35.39 96.31 3.0 .00 1 2 1.00 20 23.18 9.02 11.54 5.10 8.92 15.55 35.17 9.52 16.49 11.40 17.54 18.25 25.26 2.9 .00 0 3 1.00 35 13.10 5.10 13.49 7.30 14.26 23.32 26.61 28.27 6.46 15.29 39.27 2.8 1.00 0 3 .00 28 35.34 11.50 4.00 16.87 15.97 11.15 32.01 10.86 24.51 5.29 18.27 3.3 .00 1 2 .00 32 14.67 27.16 8.58 21.35 7.55 14.33 20.18 13.16 14.09 16.00 7.00 3.1 .00 0 3 1.00 31 40.00 12.24 12.15 18.76 29.11 7.74 5.27 8.20 31.94 3.3 1.00 0 1 1.00 45 40.00 12.29 34.42 9.52 10.00 19.71 10.74 5.53 8.23 7.46 68.33 3.2 .00 72.16 0 3 1.00 22 8.88 10.64 4.97 5.72 19.06 14.38 8.14 15.90 10.32 22.24 4.00 66.12 3.3 .00 0 3 1.00 27 40.00 13.07 21.83 8.75 22.34 8.02 31.91 7.04 8.60 27.99 3.1 1.00 66.75 0 3 1.00 37 30.90 15.20 9.76 21.44 12.19 8.99 32.64 8.00 7.73 22.04 18.01 2.6 .00 0 3 .00 36 16.05 4.00 19.08 12.01 8.45 11.18 9.24 23.66 7.54 2.9 .00 0 3 1.00 41 19.80 25.02 19.11 54.53 15.62 12.54 30.03 7.69 12.27 28.44 5.34 8.22 25.26 .36 3.9 1.00 67.00 0 2 1.00 24 28.43 17.31 4.00 28.66 15.46 25.64 12.57 35.99 23.29 11.63 35.12 5.47 10.27 19.18 22.24 3.1 .00 66.40 0 3 .00 24 26.43 9.37 9.54 12.72 11.35 1.68 6.04 8.77 17.24 3.4 .00 1 3 .00 34 16.44 15.55 31.99 7.87 15.61 9.38 31.69 13.75 12.05 16.27 9.26 2.9 .00 0 3 1.00 25 17.86 11.84 6.08 11.57 13.77 40.15 11.92 11.32 3.5 .00 0 2 .00 49 9.48 15.21 49.63 19.23 13.01 8.87 12.99 29.00 7.36 7.00 38.51 46.60 3.5 1.00 0 3 1.00 18 10.61 8.03 38.25 22.55 40.52 11.04 40.28 9.19 32.85 4.37 15.91 2.8 .00 0 2 1.00 32 6.73 31.99 4.00 19.35 5.67 28.20 7.15 35.18 7.81 24.50 9.57 17.85 4.00 25.76 11.28 71.38 3.3 .00 1 3 .00 23 29.16 5.70 19.41 4.49 24.27 24.63 7.96 31.82 5.44 26.70 7.38 5.48 7.00 2.8 .00 0 2 1.00 24 5.22 7.51 53.39 33.49 15.43 10.52 14.69 36.56 4.00 10.42 26.00 3.1 .00 1 2 1.00 31 24.01 6.33 9.59 10.89 43.84 10.96 19.35 28.53 8.22 10.33 20.35 33.08 23.79 67.36 3.6 .00 75.21 1 3 1.00 41 31.02 6.67 12.16 16.59 8.55 19.65 18.81 4.00 23.86 3.3 .00 0 2 .00 27 7.82 5.96 12.51 5.27 11.05 26.21 7.00 11.68 27.07 4.38 12.99 15.90 2.2 .00 76.00 1 3 .00 42 9.60 11.59 58.78 16.50 13.74 36.24 7.10 12.68 7.33 9.98 28.44 2.6 1.00 0 2 .00 36 40.00 13.39 13.87 7.20 11.09 20.05 5.87 23.29 10.96 10.44 20.08 26.04 3.3 1.00 0 2 .00 33 16.16 15.54 21.92 25.38 25.02 11.02 15.71 15.00 23.77 15.26 5.28 21.37 3.2 1.00 71.00 0 2 1.00 27 12.26 10.42 34.51 16.96 50.92 14.85 28.41 10.08 34.86 7.38 24.50 10.37 13.67 34.65 2.6 1.00 1 3 1.00 20 40.00 25.59 36.22 19.80 15.69 4.00 15.97 14.76 5.00 5.17 25.15 21.48 9.47 14.27 3.1 1.00 0 3 1.00 36 11.65 5.76 3.27 7.00 9.82 19.18 4.11 45.66 14.01 13.10 3.8 1.00 66.13 0 2 1.00 43 22.42 15.79 12.33 55.07 12.33 12.20 15.31 3.99 7.80 32.26 5.85 6.54 18.70 3.1 1.00 66.90 0 3 .00 23 17.30 14.21 7.19 13.50 14.65 8.65 26.78 4.00 19.87 18.76 3.4 .00 1 3 1.00 40 40.00 5.10 9.21 10.38 12.57 38.02 12.15 30.72 26.74 38.30 11.50 19.30 11.34 11.27 32.89 17.41 2.8 .00 1 2 .00 35 40.00 8.29 11.33 16.00 5.07 46.91 13.85 12.59 8.63 10.59 20.54 36.00 2.9 1.00 0 2 1.00 18 23.24 5.11 50.79 10.94 12.67 33.18 12.77 36.55 13.43 14.23 5.29 8.09 31.04 78.87 3.1 1.00 0 3 1.00 40 14.83 27.24 13.08 16.00 11.10 12.59 30.14 4.18 12.90 6.65 15.46 24.54 3.2 1.00 0 2 1.00 48 21.86 14.98 8.57 14.38 17.62 9.48 38.97 10.94 27.22 64.33 3.0 .00 0 3 1.00 25 15.11 18.69 9.03 25.88 13.18 31.31 9.29 30.67 21.26 5.00 6.87 7.30 38.00 3.3 .00 0 1 1.00 47 12.64 12.79 11.12 41.01 4.00 12.20 7.15 3.7 1.00 0 1 1.00 48 8.30 34.17 33.77 11.28 22.94 8.03 17.80 19.91 6.26 26.14 10.04 20.95 3.3 1.00 0 1 1.00 42 30.63 5.00 4.00 43.44 8.31 14.00 33.65 9.20 21.93 13.25 14.73 15.51 2.6 .00 1 1 1.00 49 32.28 7.89 13.82 13.93 12.87 12.69 31.64 4.47 32.14 3.5 .00 0 2 1.00 32 8.84 15.17 4.00 16.00 11.07 3.03 36.01 28.37 13.46 6.69 16.89 25.43 2.0 .00 0 2 .00 51 8.00 6.59 28.83 9.91 23.23 8.81 4.23 17.01 9.31 6.86 13.52 27.08 2.5 .00 0 1 .00 35 12.66 16.35 8.46 25.05 3.60 30.05 6.73 25.56 4.0 1.00 0 1 1.00 31 20.00 11.08 29.15 20.67 11.10 6.51 34.42 8.41 41.32 12.74 10.53 14.38 31.00 2.9 1.00 0 1 .00 35 8.27 15.51 7.29 23.16 22.39 6.97 29.04 4.00 29.55 18.52 3.8 .00 0 1 1.00 50 31.99 13.01 23.26 15.48 13.44 23.64 20.74 5.44 16.74 2.9 1.00 0 2 1.00 45 28.33 13.80 15.44 15.17 19.19 5.18 12.24 21.25 21.92 15.59 3.7 1.00 0 3 .00 48 37.00 14.61 8.64 19.64 8.80 26.72 7.17 15.81 10.34 4.00 35.88 11.06 2.9 .00 80.28 0 3 .00 22 24.95 9.82 41.10 8.85 22.30 2.17 30.34 13.65 19.17 15.20 5.92 7.48 12.50 2.5 .00 0 1 .00 30 30.29 9.61 30.10 5.40 37.36 15.62 13.10 32.62 10.34 21.35 24.04 10.89 11.04 3.7 .00 0 1 1.00 46 29.69 6.15 39.77 15.95 14.12 61.69 19.57 2.39 18.14 30.66 58.22 3.0 1.00 0 1 .00 28 21.68 15.39 35.69 6.86 18.80 8.87 20.31 6.25 46.29 5.20 31.75 17.85 3.8 .00 62.13 1 1 1.00 19 21.51 35.17 21.48 10.66 37.01 5.34 16.20 5.00 12.88 27.70 3.0 1.00 72.13 0 3 1.00 38 40.00 40.89 12.40 40.65 10.51 11.28 17.62 16.87 14.53 7.13 16.00 19.05 2.4 1.00 0 1 .00 29 30.18 12.31 24.71 18.78 3.17 13.79 27.15 8.94 29.18 17.45 15.25 40.00 3.6 1.00 0 1 1.00 36 40.00 10.35 25.63 13.46 9.80 30.22 5.14 32.69 5.86 6.92 20.29 29.47 24.50 3.4 1.00 0 2 .00 22 15.04 6.17 34.01 18.05 6.09 25.07 16.57 27.51 12.71 15.35 10.52 6.44 21.93 2.9 .00 1 2 .00 21 27.16 9.08 23.71 10.79 16.00 14.49 14.33 12.35 20.99 13.77 22.35 11.65 50.48 7.91 16.20 19.19 37.88 3.6 .00 0 1 1.00 20 6.72 74.35 7.20 5.00 12.14 13.85 22.07 14.94 28.00 4.71 14.49 3.0 1.00 95.00 1 3 1.00 23 12.45 27.41 10.61 11.83 11.90 17.54 34.81 8.96 18.91 2.6 .00 49.68 0 3 1.00 20 32.27 9.94 9.71 22.56 8.41 6.42 16.00 7.41 20.31 22.46 16.39 76.07 3.8 .00 0 1 1.00 41 8.17 15.47 7.69 58.67 8.01 4.00 21.62 16.11 13.53 14.14 33.20 24.72 83.12 3.4 .00 0 3 1.00 39 31.86 11.47 24.67 17.61 13.86 9.58 11.95 10.74 30.95 10.95 24.85 17.30 31.39 3.1 1.00 75.77 0 2 .00 33 40.00 31.70 5.43 21.62 11.99 4.27 15.46 8.50 4.27 30.02 53.00 3.0 .00 0 2 .00 26 31.89 5.00 29.65 37.23 6.86 18.73 15.26 20.53 20.09 2.3 .00 0 3 1.00 49 5.58 16.59 31.57 11.09 15.13 7.10 6.42 11.72 4.00 43.90 27.40 3.0 1.00 67.46 0 3 1.00 37 40.00 9.62 8.84 5.00 6.85 42.37 7.20 20.79 5.00 32.26 7.60 2.5 .00 76.25 0 3 1.00 36 33.00 14.02 9.20 26.27 5.97 38.84 7.90 17.03 17.15 8.82 42.34 15.14 3.92 2.9 .00 0 3 1.00 48 10.26 12.85 11.20 24.51 16.42 5.81 17.80 5.31 57.48 8.29 37.88 2.9 1.00 1 2 1.00 24 24.92 13.06 46.83 7.70 16.24 9.33 30.90 4.47 37.32 11.06 30.22 5.00 7.61 30.07 3.1 .00 0 3 .00 29 9.57 12.24 14.73 10.95 27.43 8.81 39.41 31.84 12.57 20.86 4.00 18.78 36.00 3.5 1.00 0 3 1.00 31 31.72 14.94 53.83 19.82 14.09 31.89 4.00 16.14 11.63 35.36 4.50 39.01 8.98 70.42 3.6 1.00 80.31 0 1 1.00 27 9.62 15.95 11.21 36.11 11.31 20.75 18.06 16.26 13.08 10.35 30.54 21.62 76.90 3.3 .00 0 3 .00 38 18.17 12.09 16.08 11.86 12.72 32.68 4.89 16.39 23.45 5.45 31.84 12.27 21.83 24.00 3.1 1.00 0 1 1.00 35 17.24 9.98 11.28 69.40 27.49 7.82 4.00 7.10 13.04 32.89 15.21 45.32 19.97 18.41 50.50 3.5 1.00 67.48 0 3 .00 41 24.78 10.58 25.36 38.02 13.90 12.65 11.97 7.53 7.40 28.22 11.61 10.64 36.48 2.9 1.00 70.92 1 3 .00 40 42.61 9.85 11.09 32.54 7.31 11.01 10.56 45.88 14.09 15.80 24.04 10.03 14.36 19.28 3.2 1.00 0 2 1.00 35 9.88 5.00 23.21 4.96 16.08 15.39 26.11 10.44 4.00 25.88 27.74 2.9 .00 0 2 .00 38 15.12 5.00 37.10 7.74 17.15 3.02 8.81 32.40 18.17 36.71 6.37 4.00 45.71 14.83 16.97 3.1 .00 0 3 1.00 49 40.00 14.64 17.10 25.67 8.41 5.47 7.40 14.43 30.17 8.90 50.10 16.66 3.0 1.00 0 2 1.00 19 35.76 8.39 31.44 16.56 9.53 4.33 16.01 8.72 30.52 9.27 33.20 37.31 9.86 4.23 3.7 1.00 0 3 1.00 42 15.75 10.18 18.16 9.55 35.00 7.83 31.89 17.05 18.83 12.13 7.85 30.84 15.91 15.18 31.00 2.8 .00 0 2 1.00 21 40.00 10.41 10.46 19.87 14.61 9.53 16.38 22.96 12.66 5.85 43.00 3.3 .00 0 2 .00 41 14.93 33.60 10.62 10.66 6.18 12.36 14.75 7.03 4.00 19.84 23.53 22.42 66.97 2.6 .00 0 3 .00 46 22.37 44.12 11.30 42.34 12.79 23.77 17.31 8.87 19.54 12.16 32.54 10.66 68.77 2.8 1.00 0 2 1.00 23 11.71 12.58 28.05 12.48 37.61 20.21 10.73 11.42 10.59 29.19 36.71 6.64 36.56 24.12 35.10 24.36 66.08 2.8 1.00 0 3 .00 29 24.05 10.62 7.91 5.10 33.77 9.83 13.49 12.19 8.39 3.1 .00 0 2 1.00 44 8.66 7.77 25.33 8.65 30.42 20.75 27.97 5.73 21.14 8.94 24.03 5.23 28.80 58.43 3.2 .00 1 3 .00 45 10.10 7.27 45.05 7.51 11.08 8.58 57.59 17.00 27.06 12.86 34.18 4.00 17.78 18.25 3.5 .00 0 3 1.00 49 5.48 44.43 7.06 44.20 17.23 5.10 8.36 14.39 32.48 7.46 3.66 11.88 31.38 38.25 3.4 .00 0 1 .00 46 40.00 22.30 27.12 8.75 36.25 4.00 22.03 15.47 37.94 10.53 22.81 4.98 7.10 18.38 3.3 1.00 0 2 1.00 35 28.66 12.75 34.76 11.76 20.88 14.81 21.52 7.73 8.44 32.72 11.95 20.05 24.21 4.0 1.00 0 2 1.00 46 28.99 14.17 11.59 36.72 7.27 9.17 3.13 44.53 13.25 24.19 12.28 24.28 16.49 14.65 36.68 28.87 74.38 3.1 1.00 0 2 1.00 29 40.00 14.93 6.26 7.00 9.79 20.31 8.15 17.86 13.92 11.38 52.70 14.09 20.97 58.97 2.8 .00 0 2 .00 45 12.54 8.01 25.43 16.91 9.28 35.92 7.44 51.00 19.65 12.07 22.05 6.45 7.00 3.2 .00 1 3 .00 25 10.15 19.47 8.03 49.07 7.05 7.80 26.82 16.00 7.20 16.59 5.40 11.35 21.80 2.9 .00 0 3 1.00 22 26.74 13.70 7.03 15.50 14.52 31.26 4.55 16.95 13.53 30.78 8.91 20.18 13.48 65.06 3.0 .00 0 1 .00 48 9.27 18.99 9.14 25.58 4.50 4.00 68.40 7.00 40.25 10.00 4.00 11.96 2.6 .00 1 3 1.00 47 23.76 11.33 27.70 11.23 52.74 22.81 10.44 38.10 8.08 23.24 32.55 5.00 24.66 11.72 41.95 11.00 2.6 1.00 64.21 1 2 1.00 23 10.16 13.35 28.99 8.18 63.72 8.85 21.55 5.52 17.19 7.71 26.06 7.93 22.44 19.93 17.51 57.97 2.9 .00 71.00 0 3 1.00 37 18.51 7.36 25.80 10.20 25.23 20.23 8.38 55.95 16.94 46.37 6.97 30.67 13.59 13.86 43.34 4.0 .00 0 2 1.00 19 31.00 8.34 39.76 9.98 13.77 9.36 9.99 15.26 7.13 15.89 9.22 37.69 22.09 55.66 94.81 4.0 .00 0 3 .00 19 10.01 15.08 9.67 13.66 8.47 41.76 4.00 19.37 11.33 25.98 4.12 3.0 .00 0 2 1.00 24 13.91 38.51 6.25 26.90 20.60 9.05 15.41 7.79 12.41 28.62 8.68 11.21 23.98 20.90 59.92 3.6 .00 0 3 1.00 45 17.49 9.27 20.86 9.55 47.33 4.73 21.22 5.00 26.65 10.80 49.32 13.65 3.0 .00 77.40 0 3 1.00 21 40.00 5.68 41.72 4.00 14.06 14.95 4.00 18.80 30.14 10.09 42.28 7.00 87.94 3.2 .00 1 2 1.00 39 9.90 5.85 13.44 20.03 17.06 11.97 8.45 7.00 11.20 27.39 6.92 33.53 9.93 14.03 73.53 2.7 1.00 0 3 1.00 30 40.00 11.23 8.77 11.03 13.77 11.25 4.05 30.05 17.01 16.64 13.81 9.15 9.01 11.75 12.98 3.7 .00 1 3 1.00 40 21.55 22.81 27.05 5.91 31.99 14.67 35.65 10.21 17.11 6.72 16.00 9.90 27.33 2.7 1.00 1 2 1.00 21 9.43 14.33 11.37 14.56 41.37 4.00 6.88 10.59 8.75 18.99 3.7 1.00 0 3 1.00 22 33.88 10.53 5.77 16.00 18.23 8.69 25.32 9.70 39.58 9.46 13.30 9.25 36.00 6.91 18.09 14.66 3.1 .00 0 3 1.00 46 11.00 16.83 32.28 10.03 9.85 44.46 14.70 13.85 10.45 21.95 10.48 8.22 29.48 3.1 1.00 75.71 0 3 1.00 34 24.12 20.85 31.08 11.37 7.38 9.13 38.01 18.45 7.87 16.13 4.00 11.39 2.9 1.00 0 1 1.00 19 31.31 11.18 8.23 55.06 16.97 6.06 39.05 4.00 33.30 24.97 11.44 43.74 7.01 39.02 12.71 17.96 38.45 3.5 .00 0 3 1.00 37 5.66 11.86 15.53 6.17 6.95 23.26 12.84 4.00 10.50 18.97 46.00 2.8 1.00 67.61 0 3 1.00 41 19.80 13.74 25.43 7.70 22.48 11.20 20.62 16.23 14.53 5.47 46.65 36.39 3.3 .00 1 2 1.00 31 21.39 11.82 25.40 13.02 18.23 16.87 31.34 2.90 8.37 27.70 9.15 15.91 10.43 37.22 17.07 32.89 19.60 65.99 3.6 1.00 0 3 1.00 29 18.59 32.55 18.05 34.17 22.89 9.63 4.00 31.01 5.19 4.69 7.40 21.82 13.11 3.3 1.00 1 3 .00 38 19.18 23.17 17.26 8.96 8.85 10.84 23.58 18.97 9.10 12.70 7.70 39.46 22.33 22.15 3.3 1.00 1 3 1.00 42 20.47 9.59 15.69 9.85 20.44 11.86 6.60 38.73 12.57 10.82 26.56 4.00 16.10 28.64 2.5 .00 0 3 .00 30 17.26 8.47 20.88 8.97 13.16 4.00 5.37 7.63 16.40 21.21 3.3 .00 0 2 1.00 50 10.33 8.37 23.26 12.84 8.86 30.38 4.00 33.96 7.82 11.56 31.90 8.38 16.80 7.00 9.55 2.8 1.00 0 2 .00 24 24.74 8.80 10.98 13.10 14.42 4.00 21.04 7.60 4.05 23.16 8.78 3.8 .00 0 2 1.00 34 26.75 10.38 13.88 12.35 10.68 23.84 6.50 19.94 7.40 22.10 12.79 27.12 7.15 43.33 16.91 17.30 25.24 3.2 1.00 0 2 1.00 38 40.00 7.71 37.83 15.89 14.20 36.56 6.80 14.99 9.47 18.41 8.34 36.33 8.90 26.57 2.7 1.00 0 3 .00 19 33.40 20.99 40.98 5.81 17.56 6.11 7.32 17.51 13.49 16.40 20.72 11.41 41.95 37.37 2.7 .00 1 2 .00 37 10.37 5.00 41.51 5.47 37.32 13.40 5.00 34.56 11.40 34.68 12.27 26.96 6.69 8.59 12.77 3.3 .00 0 1 1.00 19 8.16 36.48 12.54 58.06 15.54 16.58 6.70 21.48 11.71 4.00 16.00 15.02 22.59 2.8 1.00 0 2 1.00 25 14.04 15.27 35.54 4.57 31.42 8.85 22.33 12.00 26.47 37.04 10.07 46.97 3.6 .00 1 2 .00 50 34.02 17.90 6.59 29.03 12.58 5.91 18.76 4.00 16.55 40.24 7.19 7.29 15.10 27.65 3.8 .00 75.49 0 2 1.00 32 28.87 8.23 31.12 14.08 8.13 10.09 14.35 24.52 12.53 7.12 40.89 26.04 2.7 1.00 55.76 1 2 1.00 50 15.79 13.70 47.38 8.03 15.12 14.82 34.46 4.00 29.33 23.23 4.69 18.89 22.03 3.3 .00 0 3 1.00 30 30.13 5.38 33.51 6.46 30.13 22.11 9.02 27.37 5.99 7.00 23.00 5.00 18.58 14.23 27.03 7.00 29.01 69.17 2.5 .00 72.74 1 3 .00 38 15.52 14.33 32.40 6.64 7.79 44.83 4.00 22.57 34.97 6.82 32.34 1.55 22.06 24.45 3.0 .00 0 1 1.00 44 40.00 11.07 47.43 22.45 6.90 47.16 4.00 27.97 7.80 4.71 32.43 15.04 26.34 3.2 1.00 65.99 0 1 1.00 45 14.52 34.42 13.31 31.17 12.65 25.88 12.36 8.28 22.83 7.33 29.25 9.74 10.31 39.07 3.0 1.00 1 2 1.00 20 34.48 13.19 9.25 8.73 5.00 26.21 15.23 12.32 9.04 4.89 32.45 2.9 .00 0 3 1.00 22 16.91 43.84 16.53 10.86 23.23 9.15 25.06 8.17 35.31 4.39 23.43 9.74 20.25 3.3 1.00 1 3 .00 36 12.69 9.33 9.38 14.56 8.41 7.00 7.50 30.34 4.00 34.09 32.84 3.1 .00 0 2 1.00 29 11.16 5.98 6.75 8.69 13.26 19.81 16.94 5.44 51.50 23.31 50.08 75.82 2.7 .00 0 3 .00 25 29.05 10.52 34.46 13.39 34.22 16.18 5.50 15.36 29.59 20.82 32.66 6.08 18.46 9.20 34.91 15.67 25.36 37.22 3.8 1.00 0 3 1.00 24 8.62 5.89 5.05 16.07 11.68 9.74 30.96 13.76 19.18 50.63 15.73 23.09 3.3 .00 0 3 1.00 45 32.14 11.95 11.02 30.86 31.10 13.93 27.76 4.04 13.55 12.87 4.68 21.57 29.40 2.8 1.00 0 3
2
CaseID
Gender
Age
Class
1
Teacher1
Interpret1
Help1
Worth1
Selfconcept1
Teacher2
Interpret2
Help2
Worth2
Selfconcept2
Class2
Teacher
3
Interpret3
Help3
Worth3
Selfconcept3
Class3
Motivation
Final
GPA
Fear_Dich
Math_Comfort
Degree
ClassType
1
.
0
.00
18
1
8.80
1
3.5
34
1
6.96
30
26
6
.66
31
47
5.90
8
5.02
1
2.7
8.00
1
4.4
4
5.
39
8.83
30.
27
2
9.08
24
24.77
6
2.2
1.00
7
9.27
2.0
36
8.97
3
9.78
10.64
48
25
1
4.96
2
7.61
4.0
50
19
7.02
51
41
9.
46
37
43
10.71
33
11.09
29
20
5
7.26
2.5
58.53
3.0
2
9.59
1
3.8
3
9.62
10.53
31.47
15.59
10.
38
30.07
9.19
52.00
11.01
10.89
23
8.67
1
6.00
1
6.59
32
14.77
79.81
82.59
4.00
1
6.80
1
4.63
28
9.77
30.59
1
8.38
14.
35
35.06
1
3.9
41.33
25.
22
35.
49
7.68
2
5.22
7.10
3
2.3
2
8.23
66.13
91.31
3.2
7
2.6
5.00
1
3.7
17.14
32.72
6.82
6
5.87
7.00
16.13
4
6.88
1
6.26
5
8.48
10.90
20.33
5.10
27.75
7.69
2
7.01
2
2.4
23.94
5
2.17
7
3.6
71.83
6.00 1.00 37
30.22
1
3.3
3
6.15
12.68
33
.36
2
6.92
1
4.30
38.
42
7.15
52.25
7.50
1
9.94
11.28
31.38
11.32
43.87
1
8.08
16.
44
1
9.87
80.31
8
2.8
7.00 1.00 37
31.92
9.37
20.09
9.89
6
4.97
1
5.79
15.30
42.41
10.99
33.88
18.05
42.75
12.61
12.60
3.37
5
5.66
22.11
43.38
94.76
5
8.01
8.00 .00 42
1
9.25
20.
45
3
3.03
5
9.63
12.02
2
7.96
12.62
3
2.9
10.58
1
9.76
12.01
2
7.97
6.71
4
6.23
22.30
34.65
14.86
5
6.91
7
6.49
9.00
36.00
1
4.2
34.42
1
6.52
4
9.90
15.88
15.04
2
6.98
6.06
41.52
34.00
29.34
10.05
1
7.78
34.76
2
4.57
11.97
42.00
8
5.76
8
3.33
10.00
3
5.42
7.46
22.27
14.83
40
22.53
10.08
4.53
2
9.52
14.85
23.85
24.08
12.19
2
9.17
11.40
11.96
31.00
8
6.73
3.1
71.38
11.00
24.54
10.43
2
7.51
37.69
1
7.33
9.33
29.77
6.10
24.13
1
6.75
1
7.04
3
8.60
11.07
4
6.56
2
5.40
1
9.96
67.50
77.24
84.78
12.00
2
8.84
10.59
32.44
11.12
5
9.38
1
7.19
11.94
24.93
8.41
1
9.95
25.42
39.34
3
6.19
9.91
37.23
8.86
28.80
6
8.22
91.57
5
5.35
13.00
14.92
16.77
2
7.29
20.18
13.77
30.35
38.38
12.65
43.39
27.00
3
7.03
21
50.71
2
4.50
1
6.33
62.36
76.59
14.00
4
4.67
1
5.98
2
7.91
8.64
9.39
9.84
21.76
10.18
4
7.06
1
8.17
1
8.99
7.54
2
8.76
42.54
11.38
1
9.85
40.44
91.61
3.4
80.49
15.00
1
5.65
33.95
5.85
5
5.26
13.51
3
7.13
1
5.53
47.14
1
8.46
23.41
10.61
33.25
8.27
32.10
2
4.35
2
8.75
14.67
6
7.44
7
9.71
16.00
2
5.47
1
2.57
31.44
1
6.37
3
5.77
20.62
10.47
26.00
7
5.25
1
8.47
2
4.49
1
4.04
2
7.39
12.55
43.55
19.91
31.24
50.08
90.40
6
6.44
17.00
28.01
11.02
29.27
1
6.02
44.92
20.08
9.67
8.73
8.70
3
5.86
1
5.73
2
9.68
11.91
23.98
31.13
19.71
12.27
72.44
71.14
70.78
18.00
20.67
13.40
33.77
4
5.36
1
8.63
30.14
5.62
53.26
1
5.44
30.54
8.98
20.59
11.17
2
5.27
15.40
1
5.23
77.68
8
5.48
19.00
32.65
1
7.27
3
9.51
12.07
45.98
1
9.72
44.15
13.91
2
7.92
23.07
21.63
1
4.25
25.61
7.40
4
8.90
18.60
2
5.29
52.62
83.65
64.63
20.00
29.25
13.79
37.52
10.28
3
6.08
14.19
33.11
8.50
40.84
1
6.47
44.01
10.16
2
5.07
6.35
3
6.25
10.97
1
9.36
1
4.37
71.85
84.77
21.00
33.26
13.80
43.42
11.56
3
9.86
1
6.54
1
6.01
3.62
2
6.93
1
6.72
24.97
6.04
45.40
1
7.93
27.50
27.52
8
6.95
79.63
22.00
30.58
1
4.74
24.63
49.19
15.69
48.95
5.08
4
5.54
10.77
30.84
13.78
30.45
26.01
13.75
14.54
69.34
92.06
90.95
23.00
16.21
10.46
30.06
12.32
54.50
1
7.85
32.00
3.17
30.20
17.23
23.34
11.88
29.06
13.39
5
4.66
9.41
29.72
70.70
6
9.82
24.00
2
6.83
20.75
17.68
8
2.64
28.05
1
2.39
3
4.58
57.85
40.16
14.76
1
3.13
46.19
10.55
3
7.81
84.34
5
9.26
25.00
39.00
12.75
36.52
11.36
42.52
2
7.72
2
9.61
8.33
49.33
8.77
2
5.96
11.92
34.17
40.28
1
5.89
53.11
9
4.75
82.81
26.00 .00 34
3
9.56
17.13
34.52
1
4.56
37.39
20.89
31.69
6
9.28
11.35
20.43
11.60
3
2.90
47.15
2
4.16
30.94
71.07
90.26
5
9.64
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
32.14
5.93
5
7.38
8
6.84
8
4.47
28.00
36.72
24.34
19.64
3
8.81
7.42
5
5.17
16.83
19.94
12.97
1
4.73
4.29
32.48
14.17
20.73
5
7.07
9
6.24
6
8.79
29.00
18.73
15.25
4
6.43
3
5.32
1
9.31
13.35
21.32
11.18
5
9.18
20.54
8.29
5.11
57.02
1
5.60
19.23
67.14
75.07
53.61
30.00
35.24
11.76
3
6.86
4
5.46
16.28
19.41
9.58
50.50
29.64
9.73
6.65
29.15
28.22
2
1.27
12.38
81.14
65.39
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
2
7.74
22.54
33.12
42.10
21.13
41.58
17.54
79.39
64.61
32.00 .00 41
40.00
40.80
57.29
9.83
8.91
1
9.60
62.27
25.59
20.72
7.48
12.12
17.78
16.65
2
8.69
33.01
70.02
5
9.46
33.00
2
3.74
36.41
9.80
49.52
1
8.62
11.46
13.24
5
8.19
24.76
22.24
1
3.27
25.04
11.58
60.79
31.52
42.86
69.25
72.61
34.00 1.00 22 40.00
11.13
4
4.98
7.18
55.23
23.82
30.60
2
4.27
17.09
1
1.55
32.77
54.85
19.58
63.36
7
9.21
35.00
31.57
7.34
40.33
74.35
1
7.60
4.38
28.76
30.82
41.01
10.69
6.07
31.21
3
8.12
30.67
4
7.20
82.78
6
3.92
36.00 1.00 33
32.39
11.10
3
7.79
9.04
50.15
31.04
12.50
1
5.20
12.05
60.00
24.65
1
5.09
12.99
1
9.98
1
3.02
4
8.04
17.15
31.11
4
9.48
77.38
5
9.20
37.00
3
8.87
11.45
49.17
1
7.36
9.29
35.17
6.87
34.86
16.14
10.66
2
8.96
66.10
15.29
64.42
38.00
26.14
8.26
50.10
10.20
32.69
23.30
10.75
29.62
1
6.99
19.26
11.16
4
4.05
7.82
22.94
21.99
41.70
88.96
72.16
39.00 1.00 30
19.08
14.48
2
5.38
8.15
22.45
10.50
33.97
12.04
42.49
10.82
13.45
20.04
10.25
71.87
61.90
70.42
40.00 .00 19 33.77 8.98
3
5.75
31.31
1
9.32
3
5.82
7.59
34.08
12.33
21.61
8.37
44.58
34.27
32.22
64.67
73.56
41.00
3
4.12
5
6.97
24.03
6.62
41.10
1
6.31
39.06
15.42
5.91
50.43
12.17
22.23
62.48
96.31
91.94
42.00 1.00 34
23.31
24.46
22.25
8.78
2
5.64
4.39
44.53
2
9.70
45.32
13.30
11.82
46.83
85.41
91.20
43.00
12.92
15.51
4
4.87
20.17
8.36
30.63
6.12
38.53
10.44
36.68
10.98
1
8.72
5
5.31
13.07
63.82
64.54
75.89
44.00
45.10
15.90
33.40
30.28
8.18
47.33
22.39
10.35
34.74
61.60
23.76
13.82
40.95
5
9.53
53.42
45.00
39.68
50.40
1
4.32
8.32
3
7.98
15.79
66.08
1
5.78
7.41
43.71
7.65
46.80
90.85
73.53
46.00
26.69
1
9.05
35.65
9.92
30.38
1
3.60
43.17
5.99
47.82
11.53
7.31
32.55
59.70
24.12
3
3.54
18.99
7
5.50
69.56
47.00
26.75
22.69
26.44
22.83
12.23
3
7.22
13.19
2
5.45
38.99
23.75
31.09
66.71
94.02
61.07
48.00
4
7.12
5
6.18
23.23
11.83
17.51
3.28
42.96
21.44
10.37
32.93
19.17
1
5.57
52.65
94.57
68.12
49.00
34.15
15.62
33.68
43.95
26.96
11.67
39.05
41.50
2
5.14
37.91
15.20
25.35
20.91
14.61
1
5.67
86.20
81.94
50.00
27.51
26.65
34.84
22.75
41.75
8.92
38.97
14.32
33.50
8.20
31.01
62.13
16.02
37.22
80.33
78.29
51.00
31.59
54.24
1
8.88
7.63
30.02
4
6.46
12.52
1
9.03
7.80
23.93
40.18
16.95
14.03
42.51
59.51
85.11
52.00 1.00 27
19.52
33.45
12.90
10.86
41.32
1
7.86
42.55
7.90
20.87
56.69
31.08
4
9.93
89.21
77.01
53.00
32.41
7.43
40.72
1
6.42
10.22
33.67
7.37
44.44
23.61
37.06
31.97
8.52
53.65
22.73
39.64
71.74
71.58
54.00
15.23
44.19
18.79
58.08
16.52
3
6.64
13.68
47.79
13.42
1
6.11
32.43
71.88
75.85
55.00
9.02
12.16
35.85
12.21
33.15
23.97
18.06
20.31
23.71
6.45
31.20
33.61
74.24
8
8.45
56.00
15.14
30.79
43.70
2
9.49
18.91
10.34
48.92
1
5.68
20.35
12.69
35.59
9.74
67.90
20.95
29.51
28.64
88.23
93.68
57.00
13.06
30.18
15.15
44.08
40.53
66.95
20.66
20.24
18.24
26.56
23.65
10.29
31.02
66.84
88.83
58.00
15.76
4
9.30
22.37
9.65
2
5.92
42.91
24.67
1
3.29
29.85
5.34
26.13
30.49
54.56
9
6.60
78.05
59.00
37.26
39.87
13.85
29.18
35.10
7.17
14.35
29.16
16.49
18.70
63.09
5
5.49
60.00 1.00 21
36.25
6.48
29.59
31.17
13.93
7
2.71
12.29
19.18
2
5.18
11.37
45.15
33.49
6
5.19
67.99
73.74
61.00
2
9.57
15.26
24.98
6.78
47.62
11.52
37.74
12.36
52.97
33.89
35.74
31.27
67.11
75.47
90.22
62.00
34.70
13.62
17.92
33.28
23.58
11.90
26.97
43.34
21.77
1
7.66
8.25
32.85
41.91
25.45
28.06
29.12
56.59
91.29
63.00
23.18
21.16
30.93
1
4.91
30.77
21.62
64.06
19.05
25.38
19.27
15.47
32.24
1
8.49
5
9.97
89.73
75.98
64.00
18.27
3
5.70
60.19
13.92
7.55
33.52
4.33
44.25
17.94
20.39
22.35
16.19
25.21
48.20
58.06
73.06
65.00
27.42
12.35
36.93
26.54
19.87
6.27
23.26
23.83
28.49
4.90
41.96
72.64
7
7.56
85.27
66.00
9.45
1
5.37
65.57
1
8.39
14.16
36.75
9.43
49.91
3
3.66
19.57
11.03
2
9.09
29.26
12.46
17.31
60.29
55.50
75.21
67.00
1
4.55
30.62
10.67
24.25
1
5.94
1
8.55
33.64
33.18
12.58
37.75
35.83
19.67
37.36
74.42
72.13
68.00
21.89
11.05
45.70
12.13
36.80
12.28
53.37
19.33
12.87
52.52
1
8.59
2
6.50
6
7.32
72.86
7
6.40
69.00
31.72
13.52
38.72
58.88
15.50
26.88
4.62
22.78
11.30
33.96
24.07
62.60
68.36
70.00
26.08
38.12
4
9.44
16.53
13.87
43.77
10.63
20.05
14.12
22.62
12.67
65.63
13.05
27.15
50.21
89.41
71.00
23.88
61.74
14.06
14.13
33.43
4.21
44.64
27.54
22.77
14.33
31.40
52.09
18.08
19.28
45.29
87.94
8
5.33
72.00
21.14
27.11
24.04
10.91
38.46
19.81
29.84
15.22
10.51
3
7.70
19.42
1
8.58
43.07
86.05
90.17
73.00
17.40
28.53
44.59
17.50
13.04
2
7.87
9.69
24.70
2
8.66
31.06
19.73
2
7.16
19.63
65.21
67.76
74.00
32.83
24.52
9.88
50.70
19.59
11.06
31.05
38.76
21.53
2
6.76
35.45
22.67
18.25
56.82
75.77
75.00
33.86
1
9.14
39.88
13.81
10.96
30.37
1
5.52
8.02
49.87
34.62
65.44
87.47
76.00
21.83
36.01
12.59
50.01
2
7.67
14.27
25.29
11.59
38.25
2
5.55
21.25
28.52
31.10
17.61
64.26
95.26
72.49
77.00
24.33
42.42
4
9.54
13.14
11.23
48.87
17.47
23.92
32.36
48.02
34.04
62.72
74.65
78.00
15.02
18.98
20.88
10.15
8.21
26.49
65.99
25.63
7
6.90
68.08
79.00
30.42
46.37
26.74
58.22
21.91
20.98
17.06
3
1.78
20.01
33.37
58.67
6
8.28
75.49
80.00
12.81
7.95
35.31
22.59
28.73
5.95
45.35
13.31
33.55
31.91
21.35
25.91
72.90
74.19
81.00
49.63
12.57
35.32
13.55
27.74
1
8.09
13.41
29.80
52.36
27.85
91.51
75.26
82.00
25.08
32.45
60.86
10.68
22.04
30.50
45.33
13.65
55.90
77.91
68.66
83.00
21.86
47.87
17.80
12.15
14.49
46.61
14.56
60.30
31.51
57.96
67.53
66.14
84.00
27.79
11.21
25.98
3
4.68
18.56
20.23
38.84
26.37
19.11
21.66
37.31
14.62
30.95
91.08
62.75
85.00
34.22
12.89
36.62
16.92
44.42
14.53
12.31
31.12
9.55
47.42
22.49
22.05
40.50
11.54
23.24
5
7.84
73.15
86.00
1
8.16
43.44
6.70
40.61
29.35
13.18
27.44
52.94
15.85
23.54
36.39
13.15
22.57
46.78
62.71
73.46
87.00
13.02
3
8.43
4
8.51
25.79
40.65
4.71
35.73
20.56
25.57
11.71
38.51
95.91
66.40
88.00
15.87
15.17
4
8.31
52.12
21.18
17.11
67.46
23.77
18.26
23.10
49.11
24.74
40.54
27.53
58.17
76.07
89.00
11.42
44.32
42.09
16.87
49.59
46.76
19.77
31.70
30.78
15.39
61.28
83.22
54.46
90.00
22.16
13.08
39.27
53.96
14.63
14.22
29.55
7.28
55.07
18.36
36.40
16.88
41.77
47.69
19.68
33.91
63.34
69.94
91.00
41.27
18.16
22.58
12.26
14.40
44.46
23.22
11.27
18.76
27.22
23.47
68.29
56.45
92.00
15.95
33.08
33.81
37.38
13.36
19.48
5.97
22.97
94.81
83.27
93.00
11.72
13.01
41.26
19.60
32.26
23.67
18.15
16.78
68.40
93.92
68.43
94.00
2
8.44
65.93
18.80
54.47
22.02
35.15
52.74
15.97
1
7.21
71.95
69.40
9
4.20
95.00
13.10
19.84
24.06
12.82
27.94
11.20
48.98
15.41
20.79
62.29
24.92
73.21
5
8.35
96.00
10.62
36.50
14.36
39.49
39.71
36.55
17.65
24.28
55.66
23.74
67.54
83.12
97.00
14.14
36.48
27.24
5.05
27.13
45.45
39.81
24.10
47.55
13.43
51.63
75.82
65.30
98.00
1
5.72
22.91
48.60
16.44
38.55
35.12
45.38
42.59
20.69
37.76
77.58
50.99
99.00
28.33
14.51
39.77
10.38
52.49
16.64
35.18
41.30
69.95
28.27
25.73
13.59
71.23
101.66
100.00
38.59
42.48
16.35
32.01
8.68
20.71
6.32
19.78
49.68
36.24
63.31
68.33
101.00
33.57
17.49
46.38
72.81
23.32
14.02
25.33
41.72
11.57
32.64
27.49
13.54
5
8.85
81.39
70.10
102.00
42.28
1
4.18
55.16
41.55
38.74
25.88
37.85
18.01
31.58
62.07
80.90
103.00
43.74
36.34
47.70
20.11
30.44
12.20
31.50
33.69
76.73
75.97
104.00
30.88
28.46
40.45
29.82
48.80
14.39
25.05
51.57
33.39
58.43
67.39
105.00
29.54
4.95
66.38
15.44
32.40
22.51
17.85
24.66
50.48
42.97
6
7.89
65.06
106.00
13.83
30.55
10.80
46.13
23.16
18.45
10.72
70.56
30.43
44.52
85.45
69.48
107.00
33.65
15.27
31.76
22.09
35.92
1
7.71
35.39
47.60
35.05
10.73
40.25
55.62
19.31
38.98
59.96
108.00
46.06
40.27
14.05
31.39
54.95
22.07
10.21
27.27
19.69
14.65
2
9.24
85.20
77.10
109.00
30.30
12.18
25.50
34.14
3
8.30
28.67
11.26
35.16
20.03
22.31
68.97
63.42
110.00
47.72
45.71
27.19
12.77
48.25
16.27
2
9.47
46.43
49.81
21.04
40.15
93.43
81.82
111.00
36.99
18.64
25.54
23.17
10.52
47.30
27.07
22.38
15.73
54.18
78.87
112.00
29.74
2
4.23
58.32
46.32
43.75
15.45
14.38
18.52
35.37
22.40
91.71
85.82
113.00
1
9.13
1
4.94
30.03
11.15
41.87
38.39
17.35
23.52
43.88
60.39
70.34
114.00
13.50
12.72
46.94
16.86
62.56
8.03
42.33
16.98
30.05
22.82
37.46
67.48
96.38
115.00
19.97
11.74
28.43
17.41
39.30
24.42
61.72
25.90
36.28
17.08
10.30
22.95
57.81
56.10
62.37
116.00
35.21
47.29
5.84
44.79
26.25
38.44
22.48
36.98
8.57
37.09
62.99
63.13
64.77
117.00
11.61
41.28
26.43
1
4.80
16.76
1
7.57
32.89
35.44
12.30
13.66
37.29
46.21
6
7.25
71.90
118.00
3
1.73
45.83
24.60
24.62
5.56
62.87
11.43
49.46
23.84
27.25
42.29
77.70
71.81
119.00
17.10
11.08
3
8.89
16.63
18.67
39.69
41.04
26.82
19.82
10.54
35.34
57.80
120.00
25.49
25.52
4
8.71
20.16
21.29
11.79
14.23
13.33
30.90
29.90
25.26
23.08
59.14
121.00
24.51
14.08
30.99
8.94
55.49
18.02
32.11
16.05
28.77
15.96
12.41
64.33
63.41
122.00
21.08
11.99
32.66
40.43
24.64
20.29
6.09
19.76
93.18
82.94
123.00
47.16
25.94
21.52
51.47
14.10
20.07
14.42
20.86
30.10
65.67
91.58
68.44
124.00
16.50
29.31
34.02
20.64
30.80
21.36
24.95
12.86
15.82
21.96
29.05
84.10
66.98
125.00
13.57
26.90
31.15
21.33
14.78
34.06
30.04
47.23
1
4.69
68.18
76.38
126.00
42.35
21.55
24.43
2
4.82
23.78
10.42
41.95
30.01
64.83
77.76
127.00
15.75
28.68
15.11
62.44
15.05
19.09
10.31
33.30
25.15
18.46
20.27
27.34
30.15
67.06
68.46
85.93
128.00
1
5.43
32.78
10.45
39.02
2
9.07
28.95
10.74
22.66
45.62
69.87
73.13
129.00
16.34
46.66
36.51
17.30
31.99
45.56
38.49
32.46
29.39
16.38
2
4.11
20.22
75.46
5
9.22
130.00
26.61
45.90
29.32
35.97
12.88
39.96
16.41
32.28
57.18
6
7.45
131.00
36.88
43.84
24.41
15.13
40.07
30.89
30.66
22.55
38.16
23.49
82.53
71.33
132.00
60.57
18.43
52.93
21.02
13.37
18.78
10.02
21.84
44.81
92.90
64.79
133.00
24.31
32.54
13.64
35.55
53.39
33.60
7.73
23.86
25.31
29.21
63.68
87.52
134.00
21.88
14.95
3
4.89
31.54
22.46
13.16
44.86
26.04
53.36
90.20
62.16
135.00
46.68
28.20
17.28
26.70
22.90
51.50
64.82
72.35
75.40
136.00
21.80
39.41
45.42
19.06
19.65
36.78
16.32
1
6.30
21.37
12.45
78.80
137.00
37.01
43.96
20.28
12.40
29.43
35.75
18.87
40.87
28.41
92.71
71.72
138.00
3
8.13
15.07
27.70
43.90
16.89
33.51
61.38
76.15
139.00
36.74
16.23
12.54
23.53
20.93
1
1.68
28.62
33.70
57.40
59.86
62.43
140.00
21.67
16.97
30.92
14.01
39.54
25.16
17.55
28.57
44.95
94.74
88.81
141.00
42.95
17.45
22.18
8.65
13.12
26.53
31.82
30.39
29.11
39.09
90.66
66.01
142.00
18.89
36.11
25.23
23.20
36.84
63.69
40.56
20.21
6
9.10
95.92
143.00
17.69
40.67
14.52
24.56
27.43
36.22
81.34
144.00
16.56
59.52
12.06
19.95
29.47
11.50
35.99
93.05
53.13
145.00
10.03
28.32
16.10
26.30
40.52
22.20
24.18
20.74
24.01
47.95
95.88
91.93
146.00
13.98
47.08
42.93
19.30
26.62
17.99
41.57
31.81
72.50
82.15
147.00
19.54
11.39
47.63
24.87
13.25
35.76
10.23
51.32
19.02
23.66
31.49
24.73
21.93
67.61
148.00
15.46
32.62
12.14
45.80
22.34
37.57
37.68
23.64
39.46
60.89
20.19
74.39
95.65
149.00
60.11
14.64
31.85
13.38
50.76
37.32
72.65
67.26
150.00
40.24
18.54
35.69
16.18
43.40
34.93
47.45
64.88
67.36
151.00
34.56
19.80
3
6.67
39.58
19.35
10.33
13.34
20.34
66.39
91.14
74.17
152.00
37.88
13.84
28.21
10.56
5
5.58
22.21
27.40
6.81
22.61
18.17
43.53
88.57
56.79
153.00
11.31
15.31
72.55
27.39
22.10
42.65
23.43
1
5.81
76.87
62.67
154.00
13.44
11.69
24.89
18.69
31.29
19.85
51.93
65.41
68.79
155.00
16.96
52.70
13.49
18.41
64.21
24.24
27.14
41.21
10.93
96.40
79.55
156.00
28.66
13.95
53.19
27.99
17.38
31.64
2
5.28
38.73
38.57
12.42
44.33
82.62
89.89
157.00
32.07
42.40
41.15
12.64
32.08
36.06
16.16
11.47
25.30
50.07
10.41
22.33
81.56
158.00
16.39
15.08
42.74
32.18
10.87
19.74
4
5.03
46.91
18.04
32.84
70.92
79.98
62.02
159.00
15.48
23.91
58.69
46.62
18.09
40.49
19.83
36.33
26.57
66.97
94.41
78.71
160.00
18.86
17.88
25.10
55.44
21.28
37.92
30.21
17.42
11.33
40.91
27.81
61.09
85.44
161.00
31.94
32.21
29.73
15.91
74.98
88.80
75.71
162.00
12.44
35.26
50.51
16.01
22.56
44.20
19.88
17.62
26.89
51.11
78.70
74.51
163.00
12.09
36.83
29.69
35.52
55.67
11.29
50.79
21.72
64.23
68.98
164.00
38.88
10.27
40.47
34.49
40.48
12.48
40.89
25.64
19.37
84.42
99.86
165.00
13.90
25.06
72.37
11.68
23.06
14.70
45.89
17.79
71.08
166.00
13.86
27.16
29.46
12.53
18.59
27.93
25.56
74.27
82.85
167.00
54.17
16.20
60.48
16.91
21.59
27.06
40.96
22.03
73.55
74.23
168.00
26.78
16.48
57.59
16.24
66.12
22.74
32.35
35.11
15.12
19.19
38.02
84.73
169.00
10.04
42.84
12.71
34.81
35.23
56.57
35.63
35.96
11.75
34.71
58.78
86.27
170.00
12.73
35.80
16.74
22.42
12.66
40.21
48.69
13.74
25.43
27.41
86.07
69.69
171.00
26.50
26.11
37.80
28.70
26.27
30.17
64.39
41.40
91.91
80.17
172.00
9.66
43.82
28.65
16.07
37.30
14.09
28.48
32.27
66.75
73.65
173.00
34.72
52.04
11.84
55.21
26.80
16.12
34.30
74.61
76.69
174.00
30.09
11.62
12.37
49.32
21.57
45.66
27.35
19.34
32.12
54.61
29.04
15.55
80.28
61.05
175.00
22.26
29.65
28.42
28.25
40.69
51.64
27.97
29.30
72.36
69.53
176.00
12.51
44.21
46.65
9.79
8.61
21.68
32.71
95.44
177.00
39.67
43.66
14.41
4
8.34
25.76
39.73
11.04
64.92
26.64
27.37
88.44
71.65
178.00
16.99
25.02
53.46
20.52
8.14
40.62
29.22
31.26
17.81
86.51
72.78
179.00
23.09
12.70
35.78
1
9.99
19.66
26.79
36.82
23.73
40.66
76.94
180.00
21.51
15.21
55.30
55.13
70.12
42.04
57.34
67.62
181.00
18.23
34.97
32.32
22.12
21.48
58.28
59.53
72.01
182.00
54.58
46.64
10.79
49.25
27.47
72.88
62.25
183.00
17.96
11.34
70.62
17.24
33.62
50.59
20.94
2
6.17
24.85
31.35
63.96
89.78
184.00
27.88
14.75
19.25
50.11
17.86
66.90
90.83
88.04
185.00
23.45
10.10
58.52
15.83
18.62
18.55
11.63
20.44
96.61
69.98
186.00
36.56
36.30
51.95
11.19
25.80
60.58
14.74
11.51
46.27
37.56
77.65
82.70
187.00
31.25
34.41
10.48
20.81
22.44
14.47
51.48
48.32
10.94
56.98
64.53
87.12
188.00
35.27
27.58
37.35
24.38
18.85
44.63
13.69
18.61
81.03
76.25
189.00
39.70
13.67
29.19
41.59
14.93
42.85
86.46
69.17
190.00
32.34
12.79
18.40
52.27
29.56
21.26
20.46
14.28
83.84
69.85
191.00
25.71
2
7.77
40.01
29.68
14.26
11.65
24.71
26.42
43.76
74.72
192.00
14.21
18.88
37.73
34.19
78.21
41.12
5
7.83
63.12
193.00
47.97
46.60
13.46
46.17
18.57
10.26
34.09
27.90
88.30
66.83
194.00
28.37
28.09
47.58
53.83
33.53
43.94
21.92
52.33
77.74
74.03
195.00
21.12
44.96
26.21
51.16
16.79
27.33
20.85
51.56
89.45
72.08
196.00
28.99
37.48
18.81
46.29
20.51
13.53
10.88
28.78
39.61
24.36
91.67
101.90
197.00
54.08
24.72
26.72
2
3.99
15.54
25.62
16.59
23.81
60.75
198.00
41.81
54.73
22.98
58.23
45.95
19.93
30.72
84.15
62.89
199.00
47.43
11.87
41.37
48.31
40.35
39.42
24.20
17.26
23.29
72.47
200.00
28.15
57.52
26.34
27.46
15.61
40.98
13.73
63.97
64.03
84.94
201.00
15.77
43.18
50.92
24.45
33.93
15.71
22.81
24.84
25.84
31.53
63.88
78.96
202.00
18.21
45.41
23.14
35.68
37.61
56.39
203.00
40.05
37.44
38.24
22.22
69.33
204.00
35.36
45.05
37.04
49.07
28.74
38.90
30.52
37.87
10.09
35.28
76.74
75.67
205.00
38.35
6.85
36.20
27.95
33.47
22.50
60.21
22.52
80.11
70.46
206.00
46.49
62.30
15.35
10.78
38.93
28.30
14.94
30.34
53.49
39.29
34.94
63.85
63.19
207.00
26.67
25.51
36.76
53.10
15.92
23.51
42.11
89.66
99.85
208.00
21.71
31.30
11.14
49.53
14.98
40.68
31.86
40.31
78.64
78.75
209.00
19.07
44.43
35.88
42.98
74.43
210.00
56.42
29.89
29.33
3
9.01
23.79
47.92
82.57
83.94
211.00
34.01
31.43
15.56
49.27
31.71
16.08
43.78
24.21
84.01
61.69
212.00
14.20
28.04
28.07
53.66
28.91
55.04
213.00
16.42
32.56
93.79
24.40
46.56
25.37
20.53
54.26
27.62
59.34
82.82
89.09
214.00
36.69
40.60
35.08
52.19
27.21
48.99
50.56
85.65
215.00
34.57
42.99
17.04
34.78
25.86
17.01
49.34
42.37
87.69
77.46
216.00
30.27
62.86
33.80
35.84
34.51
53.21
73.32
57.97
86.39
217.00
14.81
24.86
60.88
44.60
41.22
35.54
48.12
58.90
218.00
14.71
24.19
27.02
37.51
54.76
69.22
93.60
219.00
15.18
15.86
34.91
63.84
32.88
55.95
83.93
220.00
14.79
18.28
38.15
60.54
27.09
21.34
35.95
12.74
40.64
59.54
221.00
38.87
45.87
24.22
20.40
19.22
45.97
79.83
222.00
24.30
26.10
30.47
19.53
3.63
44.71
18.12
54.66
32.75
57.48
82.13
223.00
38.05
40.11
46.97
91.87
81.40
224.00
46.54
14.59
12.63
18.14
21.15
38.41
23.21
90.03
70.52
225.00
11.66
43.20
14.50
43.14
13.47
30.13
75.55
226.00
29.01
52.13
22.65
17.07
44.80
37.83
62.90
70.13
79.54
227.00
21.45
28.63
19.86
22.96
39.59
24.78
10.95
28.87
27.08
65.12
80.16
228.00
31.55
26.45
57.03
38.65
47.27
39.97
91.39
79.96
229.00
13.58
37.45
15.84
43.97
14.72
52.44
21.43
1
7.05
13.63
20.26
55.06
27.65
55.59
77.40
230.00
30.86
14.43
14.68
41.11
11.86
29.48
30.96
65.88
71.26
231.00
11.93
43.62
18.33
20.99
37.67
17.03
71.76
76.95
75.74
232.00
36.08
15.53
41.23
40.51
58.55
17.73
24.15
25.32
26.06
71.70
67.94
75.92
233.00
28.71
55.28
25.58
19.21
34.33
25.24
48.79
73.86
73.44
234.00
53.77
39.07
20.57
28.02
36.18
31.37
18.74
79.92
59.38
235.00
14.15
42.87
54.44
33.06
31.75
18.51
21.17
38.52
34.46
17.44
52.38
80.93
97.20
236.00
66.16
45.67
25.87
21.74
38.71
19.49
91.17
95.38
237.00
38.19
15.10
28.81
25.53
8.82
30.97
21.11
14.07
74.38
96.44
95.45
238.00
10.17
41.46
47.38
31.89
56.54
17.16
23.19
57.19
17.56
66.47
79.77
89.30
239.00
39.76
32.68
20.55
56.15
23.04
27.87
7.64
23.36
32.42
82.50
63.07
240.00
17.90
27.76
41.62
12.98
26.63
19.24
59.50
93.14
241.00
12.91
20.97
34.23
43.05
42.94
53.91
84.06
78.92
242.00
40.04
13.48
24.05
50.39
26.76
42.34
83.74
87.64
243.00
16.36
28.97
13.88
15.80
20.37
21.46
10.60
30.70
20.15
74.04
244.00
45.88
9.75
37.02
14.66
32.86
46.74
16.94
69.67
245.00
13.26
15.67
74.80
45.75
25.07
20.14
18.37
20.84
58.73
78.01
246.00
11.95
19.45
51.54
58.79
25.92
27.63
46.34
86.12
59.87
247.00
17.67
32.29
65.75
17.19
50.81
33.85
18.97
91.30
98.30
248.00
44.49
21.94
37.10
14.45
42.17
41.03
76.14
84.29
249.00
32.04
18.83
36.71
35.62
14.57
69.02
56.53
55.20
250.00
36.61
18.75
67.59
81.74
251.00
38.01
43.28
23.90
32.60
29.94
32.20
37.42
58.20
95.90
252.00
32.74
34.90
28.39
10.70
23.99
12.22
56.56
59.41
22.63
32.05
55.76
253.00
28.72
49.42
45.82
22.17
25.67
12.85
37.97
63.01
60.36
254.00
20.77
31.84
33.20
41.76
31.60
12.84
25.25
68.77
255.00
47.19
22.06
13.61
56.78
36.59
51.01
56.64
256.00
23.55
42.61
36.13
44.07
19.61
18.20
36.29
32.53
92.17
78.78
257.00
17.89
27.59
49.65
10.01
60.32
21.38
35.48
10.65
32.87
34.60
72.21
81.09
258.00
37.60
31.36
26.87
17.22
59.85
30.76
18.10
51.58
87.08
259.00
37.99
41.29
30.64
38.21
43.61
29.37
32.61
25.74
59.61
260.00
25.01
21.10
19.62
16.26
24.90
66.46
87.21
74.87
261.00
27.64
34.82
16.67
34.18
30.83
37.94
37.82
42.88
58.49
63.72
262.00
37.37
36.32
21.22
21.82
58.71
81.24
76.05
263.00
21.79
38.60
55.73
15.19
20.25
25.60
56.90
69.90
264.00
38.10
17.43
47.64
37.50
16.45
40.92
265.00
33.23
10.11
22.87
55.37
15.65
20.50
21.95
75.60
266.00
51.25
16.33
46.70
14.99
14.37
60.47
62.24
267.00
43.67
12.11
48.96
45.17
66.09
268.00
12.83
50.04
32.31
57.36
25.72
63.52
85.09
269.00
34.43
29.60
56.76
60.95
63.08
95.07
96.70
270.00
48.48
14.90
10.84
70.98
16.40
14.84
43.33
58.97
71.02
73.12
271.00
49.16
32.51
22.29
63.54
60.25
80.97
272.00
26.94
51.76
51.62
38.58
29.41
20.47
32.23
72.74
91.16
273.00
18.18
62.28
30.24
13.11
64.95
93.70
84.75
274.00
32.73
38.09
44.12
22.89
81.38
76.21
275.00
30.31
63.24
23.15
45.51
12.76
50.84
13.09
30.98
95.69
83.69
276.00
34.26
50.93
21.27
28.79
33.10
32.97
95.80
93.22
277.00
17.98
10.39
41.51
57.50
26.28
24.35
68.20
64.25
278.00
22.36
61.64
13.70
72.45
279.00
38.78
50.66
19.47
39.65
32.94
24.80
29.29
23.70
14.87
16.58
88.47
87.99
280.00
14.60
35.29
17.83
44.22
12.08
18.38
63.11
281.00
37.33
27.12
27.05
36.36
64.40
61.33
85.84
282.00
37.53
26.23
70.64
31.23
41.71
70.63
65.05
283.00
15.49
37.08
11.44
59.92
26.38
80.29
59.35
284.00
29.38
26.73
10.07
37.11
44.74
55.79
63.66
76.53
285.00
13.17
38.80
57.92
67.10
286.00
50.63
60.22
42.16
15.63
21.73
92.95
73.69
287.00
22.15
45.72
21.21
18.35
31.34
66.74
83.41
77.86
288.00
26.51
10.36
11.24
38.07
35.79
17.82
87.82
72.19
289.00
45.20
29.63
41.42
28.61
43.03
17.76
96.07
290.00
15.52
64.48
30.51
15.16
34.20
23.35
51.61
60.59
85.89
291.00
48.04
28.98
39.19
95.37
292.00
20.90
28.93
37.21
18.72
293.00
51.26
17.66
45.01
48.22
80.39
63.95
294.00
33.76
35.61
66.99
39.33
25.40
70.21
295.00
44.16
29.14
42.73
34.55
33.48
16.51
15.09
71.61
81.45
77.60
296.00
30.75
44.29
46.24
40.08
27.03
56.17
297.00
21.09
40.75
55.33
55.39
38.45
25.99
39.23
83.07
298.00
47.49
34.48
54.65
31.90
16.03
25.44
58.87
67.74
299.00
45.81
50.36
45.84
21.39
56.74
80.98
300.00
28.96
42.43
29.17
32.81
77.48
67.79
301.00
35.04
11.41
53.48
21.69
14.82
50.74
95.46
81.26
302.00
28.85
34.58
55.68
52.60
18.58
17.33
42.63
57.53
25.78
84.81
71.32
303.00
44.40
17.64
73.62
80.85
69.54
304.00
19.51
42.47
45.23
41.65
31.87
50.31
80.19
305.00
23.63
28.11
20.83
30.85
36.15
24.57
18.11
55.41
88.40
306.00
29.44
29.03
86.77
87.03
307.00
27.89
27.83
51.49
31.79
60.65
11.78
28.60
34.38
93.28
308.00
52.73
13.97
55.91
19.16
29.71
21.31
68.07
72.40
55.36
309.00
16.55
43.25
73.45
310.00
31.42
36.54
23.69
35.30
34.80
47.68
74.63
80.77
311.00
15.38
63.81
36.35
44.56
28.56
75.36
77.04
312.00
26.02
27.45
26.47
29.53
44.83
71.22
69.46
313.00
35.01
13.71
20.49
36.57
21.03
37.27
28.47
22.71
41.68
96.71
74.58
314.00
71.67
15.24
41.48
50.41
57.37
80.30
315.00
42.36
52.56
31.62
34.35
41.06
27.56
27.10
54.20
95.35
57.51
316.00
29.02
57.73
77.51
73.68
317.00
44.34
13.76
39.79
20.65
27.57
59.02
68.51
318.00
35.03
29.76
47.78
28.38
65.36
79.50
52.92
319.00
19.92
42.31
17.52
47.50
86.60
70.99
320.00
29.40
25.75
50.37
32.91
28.13
55.69
83.87
57.91
321.00
17.12
73.28
22.93
13.22
25.13
21.05
17.32
91.69
77.87
322.00
24.81
41.92
40.19
41.43
74.07
74.94
323.00
23.44
21.81
19.39
33.74
25.70
30.16
44.62
89.50
324.00
50.78
44.91
12.93
18.30
46.28
70.87
94.87
77.39
325.00
53.54
44.51
326.00
45.77
25.47
64.31
28.16
42.39
94.08
74.26
327.00
13.89
70.45
34.10
19.29
35.86
51.23
57.17
328.00
37.05
19.50
34.37
66.63
61.99
63.30
70.95
329.00
39.74
46.09
38.40
19.40
35.90
46.39
20.13
47.44
69.86
73.76
330.00
15.36
64.59
24.09
24.26
33.16
71.12
76.66
67.60
331.00
31.19
32.49
31.32
22.13
19.72
42.79
17.20
22.14
80.89
76.84
332.00
31.28
26.60
47.74
21.64
44.45
27.82
25.14
18.13
62.23
333.00
51.78
65.62
78.15
334.00
41.88
45.94
14.34
33.29
36.12
12.78
70.67
71.60
74.33
335.00
16.81
58.39
15.32
24.53
24.37
71.92
73.96
84.92