Lesson 12: Regression NAME Lab Assignment Answer the following questions showing all work. For questions that require Minitab Express, include the appropriate output (copy + paste) along with an explanation. Use an alpha level of .05 unless otherwise specified. 1. Use the file SP16STUDENTDATA.MTW to answer the following questions. (40 points) A. Create a scatterplot with height on the X-axis and shoe size on the Yaxis. B. Describe the scatterplot that you made in part A in terms of direction, shape, strength, and outliers. C. Would it be appropriate to compute a Pearson's r as a measure of the relationship between these two variables? Why or why not? D. Compute the correlation (Pearson's r) for the relationship between height and shoe size and use the five-step hypothesis testing procedure to determine if the correlation is statistically significant. E. How would you explain the results that you found in parts A through D to a friend with no knowledge of statistics? F. How would you explain the results that you found in parts A through D to a statistics professor? Lesson 12: Regression NAME Lab Assignment 2. Use the file BodyData.MTW to answer the following questions. (45 points) A. Create a scatterplot with height on the X-axis and wrist diameter on the Y-axis. B. Use the five-step hypothesis testing procedure to determine if there is a statistically significant relationship between height and wrist diameter. (Use Pearson's r) C. Use the five-step hypothesis testing procedure to determine if height is a statistically significant predictor of wrist diameter. In other words, test for the significance of the slope in the simple linear regression model. Don't forget to check all of the necessary assumptions! D. Use the five-step hypothesis testing procedure to determine if wrist diameter is a statistically significant predictor of height. All assumptions have been met. E. How was the regression model impacted when the X and Y variables were switched? (i.e., compare the regression models from parts C and D) F. Compare the p values from parts B, C, and D. G. Compute and interpret the coefficient of determination for the relationship between wrist diameter and height. H. Use the five-step hypothesis testing procedure to determine if height is a statistically significant predictor of weight. All assumptions have been met. Lesson 12: Regression NAME Lab Assignment I. Harry is an adult. He is 165 cm tall. Use your regression equation from part H to predict Harry's weight. J. Harry's actual weight is 70 kg. What is Harry's residual? K. Harry has no knowledge of statistics. How would you explain what his residual means to him? L. Levi is 7 years old. Would it be appropriate to use your regression model from part H to compute his residual? Why or why not? Lesson 12: Regression NAME Lab Assignment 3. A professor is concerned that a couple of his students may be cheating on their homework assignments. He would like to use regression methods to try to determine which students he should be concerned about cheating. He creates a simple linear regression model using homework grades to predict exam grades. His output follows. Lesson 12: Regression Regression Equation Exam = 12.905 + 0.7843 Homework NAME Lab Assignment Lesson 12: Regression NAME Lab Assignment Discuss how this professor could use this information to identify students who may be cheating. It is expected that it will take around 75-100 words to fully answer this question. (15 points) Biacromial Pelvic BreaBitrochante Chest DeptChest DiamElbow Diam Wrist DiamKnee Diame nkle DiamShoulder Gi hest GirthWaist GirthAbdominalHip Girth Thigh GirthBicep GirthForearm GiKnee Girth Calf Girth Ankle GirthWrist GirthAge A C 42.9 26 31.5 17.7 28 13.1 10.4 18.8 14.1 106.2 89.5 71.5 74.5 93.5 51.5 32.5 26 34.5 36.5 23.5 16.5 43.7 28.5 33.5 16.9 30.8 14 11.8 20.6 15.1 110.5 97 79 86.5 94.8 51.5 34.4 28 36.5 37.5 24.5 17 40.1 28.2 33.3 20.9 31.7 13.9 10.9 19.7 14.1 115.1 97.5 83.2 82.9 95 57.3 33.4 28.8 37 37.3 21.9 16.9 44.3 29.9 34 18.4 28.2 13.9 11.2 20.9 15 104.5 97 77.8 78.8 94 53 31 26.2 37 34.8 23 16.6 42.5 29.9 34 21.5 29.4 15.2 11.6 20.7 14.9 107.5 97.5 80 82.5 98.5 55.4 32 28.4 37.7 38.6 24.4 18 43.3 27 31.5 19.6 31.3 14 11.5 18.8 13.9 119.8 99.9 82.5 80.1 95.3 57.5 33 28 36.6 36.1 23.5 16.9 43.5 30 34 21.9 31.7 16.1 12.5 20.8 15.6 123.5 106.9 82 84 101 60.9 42.4 32.3 40.1 40.3 23.6 18.8 44.4 29.8 33.2 21.8 28.8 15.1 11.9 21 14.6 120.4 102.5 76.8 80.5 98 56 34.1 28 39.2 36.7 22.5 18 43.5 26.5 32.1 15.5 27.5 14.1 11.2 18.9 13.2 111 91 68.5 69 89.5 50 33 26 35.5 35 22 16.5 42 28 34 22.5 28 15.6 12 21.1 15 119.5 93.5 77.5 81.5 99.8 59.8 36.5 29.2 38.3 38.6 22.2 16.9 40.3 29 33 20.1 30.3 13.4 10.4 19.4 14.5 117.1 97.7 81.9 81 98.4 60.5 34.6 27.9 38.9 40.1 23.2 16.2 43.7 29 31.3 20.5 29.7 15 11.7 20.9 16 123.5 99.5 82.6 82.5 95 58.5 38.5 30.4 39 38.4 24.3 18.2 47.4 29.6 35.7 20.8 31.4 16.1 11.3 21.5 15.4 116.5 103 85 94.5 103 59 33.5 29 40.5 40 26 18 40.3 27.5 31.4 21.7 28 13.3 10.3 18.8 13.2 113 99.6 85.6 89.2 98 59.1 35.6 29 35.8 36 21.5 16.6 41 26.8 32.2 21.9 28.6 14.9 10.6 17.8 14 107.5 101.5 78 89.5 95 57 36 29 34.5 35 22 16.5 45 27 33.2 21.7 30.6 13.7 11.1 20.7 14 112 104.1 82 84 97 56 34.5 29.5 39 35.7 24 17.5 39.9 30 34.5 21 29.4 15.6 11.9 21.2 16 112.2 100 88.3 93.5 105 65.8 37 28.8 40.9 41.7 24.2 17.8 43 26.5 30.3 19.3 30 14.8 11.2 19.7 14.7 120 93.8 73.6 74.9 90.1 54.1 31.2 26.9 36.4 35.6 22 17.1 43.1 28.6 33.4 22.2 29.5 14.9 12.2 20.8 14.8 109 98.5 78.5 86 94.5 55 34.5 28.5 38 36.5 23 18.5 43.6 29.3 34.4 20.2 32.6 15.4 10.9 20.7 15.5 118.5 104 87.3 88 101.1 59.5 37 30.5 39.8 42 26.5 18.8 42 27.5 30.7 21.3 32 13.1 11.1 19.2 13.9 116 100 92 91 98 57.5 32 27.6 37.5 35.2 21 17.3 43.8 28 33.3 20 32 15 11.5 20.4 14.4 111 100 80 83.7 99.5 57 37 30 37.5 35.5 23 18 42.3 26.4 31.2 18 30.9 14.6 10.8 18.6 13.8 117.7 99 74.5 75.9 92.2 53.4 31.2 26.9 36.2 33.3 23.5 16 42.7 29.9 35 21.8 32.8 14.3 11.2 19.8 14.1 123.9 101 90.6 89.6 101.2 59.5 37 28.3 35.4 40.6 22.9 17 44.8 27.8 32.2 18.3 31.5 15.2 11.6 19.4 14.7 120.6 101.6 81.4 81.6 98.8 61.3 39.4 31.9 38.5 41.2 22.8 18.2 46 30.1 34.5 20.2 31.1 16.4 13.3 22.2 14.9 129.5 108.8 89.5 89.5 106 59.5 37.5 30.1 39.9 41.5 23.5 19 45.4 31.8 35.2 20.2 32.3 14.6 10.5 20.2 15.3 115 100 85 94.5 105 62 35.5 28.5 38 40 23.5 16.7 40.5 28.3 33.4 19.2 28.8 14.6 11.1 20.8 14.5 116 88 73.5 77.7 97 56.3 32.5 27.8 39 38.2 23.5 17.8 39.4 25.5 30.2 17.6 27.7 13 10.2 18.9 13.2 107.8 88.7 75.8 83 89 52.6 31.2 26.5 37 37.4 21.5 16.5 40.2 27.2 31.7 18.1 26.5 13.3 10.1 18.6 13.2 100.2 84.5 74 81 93.5 50.5 27.5 24.8 34 32.8 21 15.6 44.2 30.3 34.7 19.4 30 14.9 11 19.1 15.8 113 93.6 77.5 82.1 95 56.5 32.8 26.2 37.6 36.3 21 16.6 41 23.6 30.2 22.9 28 14.3 11.2 18.2 14 117.9 105 74 72 90 54.2 34.1 28.6 36.2 36.6 22.4 17.2 44 31 35.3 19.2 31 15.2 11.4 21.2 15.1 112.5 90.9 74 78.8 96.4 51.8 29.8 27 36.4 34.6 22.9 17 41.6 32 35.3 23.6 27 15.5 11.3 20.9 15 110.5 91.2 82 89.5 100 57.5 32.8 28 40.7 40.1 24.3 17.2 41 25.1 31.9 20.8 27.9 13.6 10.8 18.8 12.9 112 98.4 73 83 95.4 56.3 36.4 27.5 37.2 34.5 21.8 16.9 41.5 24.5 30.5 17.7 26.7 13.3 10.8 18.6 14 104 85 70.5 84 90 50 29 26 36 34.5 21.5 17 41.1 27.8 31.4 19 31.5 14.5 11.9 18.5 13 114.8 97.2 75 77.2 91.3 49.5 31 26.1 36.3 35.1 21 17 38.8 27.2 31.6 18.5 25.5 13.4 10.8 19 14 108 91.5 72.1 79.2 91 54.9 29.5 24.5 36.1 37.2 22.9 16 36.2 27.5 30.4 18.7 28 13.6 10.8 19 15.4 111.2 91.2 78.8 78 93.2 55.8 31.9 27.4 36.4 35.1 23 16.8 42.1 27.5 32.4 18.2 28 16.2 12 21 16.4 118.3 101.1 77.5 78 97 55 37.7 29.9 38.3 39.6 23.3 18.7 40.3 29.4 32.9 23.7 31.5 14.6 11.3 19.8 15.2 115.2 104.3 91.5 93.2 103.9 62 36.3 29 36.7 39.4 23.1 17.6 41.7 27.1 32.6 21.6 28 14.1 11.5 19.7 13.8 129.9 110.8 84.9 83 102.6 66.4 42.3 30.9 37 37.7 22.6 17.5 37.8 27.1 31.5 18.5 27.3 14.6 10.8 19.5 14.9 112.9 96.3 79.1 78.3 97.1 60.1 35.5 28.8 36.9 38.2 23.4 16.7 39.2 26.1 30.8 19.4 29.9 14.3 11.2 20 16 112.2 102.7 77.9 77.9 90.7 56.7 35.4 28.3 35.6 35.5 22.9 17 41.5 30.8 33.3 19.4 30.6 14.8 11.3 20.2 16 117.1 103.9 91.7 89.4 101.8 61 35.7 29.4 37.7 40 22.2 17.9 42.5 27.8 33.5 20.6 30.2 15.9 12.8 22.4 16.3 118.7 105.6 86.6 87.3 103.9 63.2 37.8 29.7 39 40.2 24.3 18.9 39.4 26.1 34.4 20.4 27.3 15.1 10.6 20 15.3 109.2 95.8 84.7 84 101.4 60 35 28.5 38.4 37.9 23.2 16.8 43.6 33.1 33.5 21.6 33.1 15.6 12 20.7 16.5 128.1 111.2 90.3 93.5 108.7 66.9 40.2 32.4 39.2 40.1 25.7 17.7 38.9 24.9 28.7 19.7 26.8 14.2 10.2 18 14.4 113.3 100 79.7 87.1 98.4 61.1 36.3 28.6 34.5 36.1 21.4 16.3 37.6 24.4 28 18 26.4 14.2 10.6 17.3 13.4 108.4 91.6 73.1 75.4 86.5 50.6 30.8 26.1 31.7 33.6 20.3 15.8 39.4 28.3 30.6 20.2 28.7 15 11.5 18.4 14.4 118.7 108 79.8 82.5 94.8 58.3 39.8 29.6 34.2 38.1 21.1 16.9 38.5 26.1 30.8 20.6 30.8 15.1 11.4 19.8 14.2 126.3 109.6 81.6 86.5 100.9 61.7 39.5 31.7 38.8 36.5 22.7 17.9 40.1 27.8 33.1 19.2 31.3 15.4 11.5 20.6 15.4 124.2 105.7 76.8 83.4 98 56.8 37.9 30.9 35.9 38.3 23.4 17.3 40.3 28 32 20.9 31.7 14.8 10.6 19.4 15 126.7 109.1 85.9 90.4 100.9 61.3 40.1 30 36.8 38.6 21.9 16.4 37.6 26.6 29.9 17.3 25.6 12.8 10 17 13 103.3 88.8 73.3 77.9 85.7 46.9 30.5 24.8 31.1 30.5 19 15 38.3 25.2 30.2 17 26.4 13.2 10.4 18.8 13 101.2 86.1 69.9 67.4 84.1 50.8 31.5 26.6 32.8 36.3 20 15.8 39.7 28.6 32.1 19.1 27.1 13.4 10 18.2 14.8 104.3 91.3 72.7 83.2 91.4 51.2 27.8 26 34.8 34.7 21.1 15.3 42.2 29 33.7 22.5 30.4 15.6 12 19.8 16.2 113.2 100.6 82.7 83.5 98 55.8 33.1 28 37.9 39.1 23.2 17.7 41.1 30.4 35.1 23.2 32.6 15.5 11.6 21.5 15.4 121.9 105.5 90.1 89.2 104.5 62.7 36.3 29.6 38.4 42.4 25.3 17.5 40.5 29.3 33.7 19.6 29.8 13.8 11.7 19.7 14.4 113.1 97.5 82.9 83.6 95.8 52.6 34.5 27 35.2 35.2 21.4 16.5 41.5 28.6 30.4 20.8 26.9 14.8 11.2 20.7 16.5 108.5 94.4 77.9 79 91.7 57.1 31.2 27.5 36.6 37.5 21.6 16.1 43.4 32.4 36.4 20.3 32.1 15.6 12 20.8 16.3 113.9 99.6 92.5 96.2 103.4 58.5 34.5 28.4 38.4 38 22.4 17.2 43.5 26 31.6 19.1 30.9 14.3 11.4 19.5 14.6 112.6 98.1 77.8 77.2 90 52.4 33.2 26.4 34.2 36 21.8 17.5 41.3 27.1 32.4 17.5 27.6 14.1 10.8 20.2 15.5 110.2 93.6 72.7 77.3 91.7 51.9 32.1 27.4 33.5 33.8 21.1 16.9 40.3 29.5 33.3 18.4 26.2 14 11 19.4 14.8 108.7 93.4 75 79.2 94 53.8 34.2 27.9 36.1 36.2 22 17.5 36.3 29.2 33 20 29 14.1 11.7 20.4 14.3 104 92 76 83 93 54.5 29.5 26 37 34.5 22.8 17.4 39.9 28.3 32 18.3 31.4 13.5 11.4 18.9 14.4 115.2 99.2 82.7 84.2 93 56.6 32.4 27.6 35.8 36.3 21.8 16.7 39.8 28.8 33 19.7 28.7 12.4 10.7 18.5 13.2 111.9 97.6 80 85.7 97.4 57.8 33.8 28.6 36.2 37.4 22 17.2 43.5 33.2 34 23.9 34.3 15.8 12 18.6 13.2 127 108.8 107.1 107.2 108.3 67 39.6 30.6 40 39.6 24.6 17.7 41.2 26.6 30.6 19.5 28 13.1 10.4 19 13.8 111.2 91.9 76.2 78.1 90 52 30.7 25.8 34.8 32.6 21 16.1 44 28.4 32 22.5 29.7 14.9 10.9 21 14.8 122 105.2 90.2 88.6 100.2 60.8 35.7 29.4 39.2 39.1 24.5 17.9 41.8 28.5 31.6 21.6 31.5 13.3 10.3 18.9 14.3 114.5 98.3 89.4 87.4 97.7 54.8 31 26 36.4 35.6 21.6 16.6 42.9 27.5 30.3 18.9 29.6 12.6 10.4 19.2 13.8 109.5 92.5 80.9 78.5 96 59 31.5 26.3 36.1 39 21.2 15.6 38.7 24.6 28.5 18.3 29.8 14 11.2 18.9 13.6 110.8 92.5 73.5 76.4 92 53.1 30.6 27.1 36 36 23.8 17.5 41.4 26.4 32.3 18.6 31.3 14.9 11.5 18.9 14.6 118.8 101.6 70.9 76.7 95.3 56 36 28.6 36 34 22 17 39.6 27.5 30.2 19.2 28.9 13.5 10.4 19.3 14.2 108 94.6 76.1 78 86.3 52.4 28.6 23.9 34.5 37.9 22.7 15.8 40.5 27.5 32.3 19.4 28.8 12.6 10.6 18.4 14 114.3 92.5 81 85.2 92.5 54.7 32.3 26.8 35.8 37.6 21.1 15.8 34.1 28.1 30.1 21.8 25.8 12.9 9.9 18.6 12.3 105.4 88.2 72 72 85.5 50.2 28.6 24.8 34.9 35.1 20.1 15.4 43.5 28.8 34 20.6 29 14.3 10.5 19.8 14.2 115 91 76.8 80 94.5 54.6 33.2 28 37.5 35.6 22.1 16.3 44.1 29.2 35.3 23.6 30.9 15.8 12.5 20.2 15.2 119.5 106 86 92 103 60.6 34 29.8 38.8 39.5 23.6 18 42.2 32.6 36.6 22.4 34.5 14.1 11.1 18.2 13.9 130 115 98.5 106.6 116.5 67.8 35.8 27.2 38 41.2 23.3 16 42.2 30.1 31.4 21.2 29.7 14 11.6 21.6 14.1 113.3 100 79 82.5 98.5 62.1 34 28.8 39.6 40.8 25.9 18 43 26.5 31.6 20.6 29.5 13.4 10.4 18.8 13.6 113.2 94.7 77.5 80.5 92 54.2 30.9 26.6 36.5 35.8 21.3 16.5 39.8 28.7 33.3 19.3 29.2 13.5 11.6 19.5 14.6 106.9 92.5 75.2 80.2 91.6 49.6 29.2 26.1 36.2 35.7 22.1 16.7 Weight (kg)Height (cmGender 21 65.6 174 23 71.8 175.3 28 80.7 193.5 23 72.6 186.5 22 78.8 187.2 21 74.8 181.5 26 86.4 184 27 78.4 184.5 23 62 175 21 81.6 184 23 76.6 180 22 83.6 177.8 20 90 192 26 74.6 176 23 71 174 22 79.6 184 30 93.8 192.7 22 70 171.5 29 72.4 173 22 85.9 176 22 78.8 176 20 77.8 180.5 22 66.2 172.7 24 86.4 176 26 81.8 173.5 24 89.6 178 21 82.8 180.3 24 76.4 180.3 23 63.2 164.5 19 60.9 173 23 74.8 183.5 25 70 175.5 23 72.4 188 23 84.1 189.2 23 69.1 172.8 20 59.5 170 22 67.2 182 24 61.3 170 22 68.6 177.8 24 80.1 184.2 21 87.8 186.7 23 84.7 171.4 24 73.4 172.7 35 72.1 175.3 29 82.6 180.3 25 88.7 182.9 23 84.1 188 20 94.1 177.2 25 74.9 172.1 29 59.1 167 23 75.6 169.5 23 86.2 174 36 75.3 172.7 25 87.1 182.2 24 55.2 164.1 20 57 163 52 61.4 171.5 50 76.8 184.2 46 86.8 174 51 72.2 174 28 71.6 177 48 84.8 186 35 68.2 167 23 66.1 171.8 23 72 182 62 64.6 167 21 74.8 177.8 26 70 164.5 33 101.6 192 36 63.2 175.5 41 79.1 171.2 40 78.9 181.6 27 67.7 167.4 27 66 181.1 23 68.2 177 31 63.9 174.5 26 72 177.5 23 56.8 170.5 24 74.5 182.4 24 90.9 197.1 34 93 180.1 21 80.9 175.5 25 72.7 180.6 34 68 184.4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 37.7 39.6 43.2 44.3 43.3 42.8 41.5 42 41.2 43.8 46.2 40.4 40.8 43.9 44.2 41.6 38.1 42 37 41.6 40.1 38.7 37.4 41.7 38 40.5 35.6 43.6 37.6 41.1 42.1 40.5 40.9 43 40.5 41.9 42.1 43.8 42.1 43.4 38.7 39.6 43.4 40.5 40.3 44.2 41.3 39.8 41.3 38.9 41.1 41.5 38.5 39.4 40.9 41.1 43.6 39.8 42.1 41.1 44.2 29.7 27.9 26.3 28.2 28.2 27.5 30 27.6 27.1 29.5 31 28.6 27.1 27 27.9 28 30.1 28 27.3 27.5 19.4 25.2 29.9 28 27.1 24.9 28.5 30.2 24.4 31.7 30.6 28.3 28.5 30.6 27.8 25.4 28.5 29.2 28.5 32 26.8 28.7 30.6 29.7 30.4 30.6 26.8 25.6 29 27.5 25.6 30.6 27.8 29.7 26.1 23 28 29 27.8 27.1 30.4 32.7 33.3 30.5 32.2 33 31.5 33.4 32.2 29.8 31.2 36 31.4 29.4 33.5 32 35 33.2 33 31.1 32 28 28.8 33.5 32.9 28.3 29.7 29.4 32.4 28.3 34.2 34 32.4 31.3 33.8 31.1 30.2 33.1 32.6 31.7 36.2 31.5 32.4 32.9 31.7 34.2 33.8 32.2 31.3 32.2 32.9 29.9 35.8 31.7 33.1 27.5 29.4 32.4 34.9 31.7 33.8 36.5 20.2 20.2 19.7 21.2 19.4 19.2 19.1 19.7 20.1 18.2 25 19.8 17.8 22.3 21.6 24.2 21.6 18.1 18.2 18.1 17.1 19.1 22.3 19.4 18.2 19 17.7 21.8 17.7 22.8 22.1 19.4 21.1 23.3 21.8 14.4 20.2 18.7 19.4 23.5 21.4 18.2 21.6 22.1 21.1 22.1 21.4 23.5 25.2 22.5 23.3 21.1 19.7 23 20.2 21.8 27.5 22.5 20.2 24.9 21.6 28.8 29.5 30.6 31.8 31.6 31.8 29.4 29.4 31 29.5 33.1 27.6 29.4 31 32.9 31 31.3 28.4 25 29.5 26.8 25.6 30.8 29.7 25.9 30.2 25.2 33.1 24.7 34 30.6 27.8 29.7 35.3 30.6 26.8 30.6 30.4 28 35.6 27.8 28.3 28.3 32.6 34 32.4 31.1 32 30.8 33.3 25.2 28 26.4 30.4 28 30.6 33.5 28.3 28.7 29.4 31.5 13.3 12.6 14.4 14.2 13.8 14.1 14.8 13.9 12.9 13.1 14.6 13.9 13.3 13.2 14.3 13.4 14.2 14.3 13.2 13.8 13 13 14.4 14.6 13.8 14.4 14 15.2 12.9 13.8 15 13.4 14.3 15.6 15 12.6 15.6 14.6 14 16.1 13.8 15.2 15 15.2 13.6 15.3 13.6 14 14.4 14.6 14.1 15 13.1 14.2 13.2 15 14.6 14.3 14.3 14.4 15.4 11.1 10.7 12.3 11.6 11.1 11.1 11 10 11.6 10.3 12 10.1 10.4 10.4 11 11.2 12.3 11.1 10.5 10.7 10.6 10.2 11.5 11 11 11.8 10.8 11.3 10.8 11.8 11.4 11 11.7 12 11.6 9.8 12.2 11.7 11.3 12.6 10.8 11.8 12 11.3 12 11.5 11 11.2 11 11 10.7 11.8 11 11.6 10.4 10.8 11.7 11.7 11.5 12.4 11.6 18.3 18.5 20.2 20 17.8 19.1 19.8 18.7 18.8 19.1 20.9 20 18.5 19.1 21.1 20.6 19.2 20.2 18.7 19 16.9 17.9 20.5 19.5 18.9 19.5 19.1 19.8 18 19.4 20.2 19 19 21.6 20.4 18.8 19.7 20 19 23 18.2 19.6 20.5 21.2 19.2 20.9 19.1 21.2 19.7 20.5 19 21 18.4 20.4 18.6 19.3 21.4 19.8 19.6 18 20.4 13.2 12.9 13.6 14.4 13.2 14.7 13.8 13.8 13.5 13.2 15.1 13.4 12.8 13.1 14.9 14.4 15.2 15.2 13.4 13.9 12.6 13.5 16.8 15.3 14.8 14.9 15 15.2 14.3 15.4 15.4 14.5 15.6 16.4 15.2 13.6 15.6 15.2 14.4 16.3 13.3 14.8 17.2 15.2 13.8 16.5 15 16.4 15.8 15.3 15.1 15.6 14.8 15 14.8 14.5 15.1 15.4 15.6 15.1 15.4 113.8 117.3 124.2 123 117.8 118.8 112 113 116 112.8 125 108.3 108.2 113 115 123 120.2 114 102.9 112.5 104.5 111.3 117.2 112.8 104.8 117.7 107.7 125.2 109.1 122.6 117.3 109.1 116.7 124.9 118.6 108.8 121.9 117.3 115 134.8 113.8 119.4 117.9 127.3 118.8 122.4 111.5 113.2 115.3 122.5 114.4 112.8 112.2 119.4 108.4 122.4 128.8 118 116.5 120.4 123.1 96.7 97.4 106.7 106.2 103.6 98.3 87.8 99.8 104.6 86.5 110 93.2 90 98.4 107.2 108.3 105.7 88.5 79.3 90.9 90.2 91.6 105.2 97 85.3 99.6 94.3 111.8 94.3 106.1 102 94.8 102.9 115.8 105.4 87.1 104.1 95.8 98.6 118.7 100.9 98.5 96.9 110.7 108 109 104.2 100.5 105.7 112.4 96.2 97.5 90.9 108.4 94.3 109.1 115 104.4 100.1 108.4 107.3 82 79.6 75.2 88.6 81.5 79.9 73.5 80.3 81.5 74 104 76.2 76.5 81 88.8 94 83.4 77 75.4 80.3 68 80.6 88.6 81.1 70.8 73.3 75.9 86.2 75 101 90 75 75.9 96 84 67.1 82.5 83.7 76.7 105.2 90.6 85.7 82.5 94.7 105.2 86 90.9 92.4 96.5 98.4 76.7 94.8 80.1 97.4 73.7 76.1 95.6 101 84.5 98 101.6 82.2 80.8 77.8 88.3 83.3 82.4 77.5 80.8 85 76.5 99 83.8 77.7 80.5 86.8 98 86.5 79 78 80.8 67 78 94.7 88.2 84.9 82.1 79.1 93.5 82.2 99.7 92.3 79.6 77 95.9 90.4 80.4 90.1 84.2 85.8 105 93.3 92.9 90.8 92 103.4 90.2 92.7 92.4 98.2 101.5 83.5 98.2 79.8 103.7 74.5 90.1 101.9 98.9 84.5 101.8 103.8 92.7 95 94.5 100.5 91.8 87.5 94.9 93 92 91.3 111.7 92.8 91.2 96.2 100 108.2 101.1 93 88.6 92.8 81.5 91.3 94.7 93.9 89.4 89.3 92.6 96.3 88 105.5 102.3 91.6 93.4 103.6 94.8 85.9 98.4 98.4 93.3 115.5 97.7 98.6 94.9 101.3 108.1 98 100.2 97 97.4 107.9 93.9 98.6 91.3 105.3 88.2 93.3 107.9 103.3 94.4 101.5 110 54.6 54.2 57.4 63.4 55 54.4 53.5 55.4 54.1 53.5 63.2 55.2 54.2 56 61 66.8 61.3 51.7 50 53.9 49.5 55 58.3 53.5 55.8 55.4 54.4 59.1 53.8 60.2 60 49.4 55 62.2 57.6 46.8 57.7 56.2 56 69.9 58 55.5 54.4 60.1 60.5 59.5 51.8 50.9 54.3 67.4 50.4 48.3 56.2 55.6 52.3 51.7 64.6 54.4 54.7 56.9 57.8 32 32.6 36.7 36.9 33 33.5 34.3 33.3 33 30.5 37.5 31.2 33.1 32 34.6 35.6 34.7 33.5 25.6 32.5 27 30.7 36.9 33.7 28.7 36.3 33.2 36.3 36.3 38.6 34.6 30 35.2 38.2 38.7 30.3 37.9 33.7 35.7 39.4 34.8 35.3 32.8 37.2 38 40 30.1 32.9 31.9 39.2 32.1 31.1 32.9 36.6 29.6 37 37.1 38.1 33.9 38.2 34.9 27.1 27.4 29.9 29.4 27.8 27.3 28.5 28 28 26.1 29 26.2 27.2 27.4 27.9 27.3 29.4 27.9 22.7 28 23.6 25.3 28.8 28.6 25.5 32.5 27.9 28 28.9 30.3 29.7 26.5 28.7 30.1 30.2 25.4 31.6 28 27.6 32.1 28 28.7 28.7 30.9 30.2 31.2 26.8 29 28.5 30.5 27.7 27 27.2 28.4 26.2 30.6 30 29.8 28.6 29.9 28.9 35.6 36.5 38.1 38.4 35.4 36.8 36.5 36 35.1 36.6 41.2 36.8 35.5 37 38 39.5 39.4 38.4 33.8 36.5 34 35.5 40.3 35 38.5 34.3 34.8 38.3 34.5 39.5 38.2 31.7 37 41.2 38.6 32.7 37.8 38 34.7 42.2 34.1 39.3 39.2 40.5 36.9 38.3 38.1 37.7 37.7 42.6 36.1 37.7 36.2 38.2 35.2 36.8 41.8 39.7 38.5 37.7 40.3 36.4 38 36 38.6 36.5 37.9 35.2 37.8 35.2 38.6 39.3 37.7 35.3 35.5 39.4 43 41.8 38.5 32.5 35 34.5 34 39.7 37.3 34.2 34.3 35.5 34.7 33.5 39.4 38.3 30.2 37.7 39.4 38.2 32.1 38.3 39.6 34.6 47.7 35.8 35.9 37 40 37.7 39 36.4 37.7 39.3 40.7 32.9 36.8 33 36.6 36.2 37.7 39.6 41.8 37.6 39.2 40 20.7 21.6 22.6 23.1 21.9 22.3 22 20.3 21.1 21.2 24.6 22.7 21.5 24 23.2 25.3 24 22.5 21.2 21 20.9 20.8 26.3 23.1 21.3 22.3 23 23 23 25.6 23.7 16.4 24.5 25.1 22.8 20 24.6 25.8 20.6 27 22.2 23 27.5 24.2 21.6 25.8 23.2 23.4 24.5 25.3 23.2 24.6 23 22.9 21.2 23.6 24.7 25 25 24.9 23.7 16.2 16.6 17.3 17.3 16.4 16.6 17 16.5 16.3 16 18.6 16.2 16.2 16.5 17 17.7 17.8 17.5 14.6 16.4 16 16.4 18.1 16.7 15.6 18.4 16.3 16.1 17.1 18.3 18 16.1 17.3 17.7 18.2 15.3 18.1 17.6 16 19.2 16.3 17.4 17.9 17.6 18.3 19.5 16.3 17 17.1 17.5 17 18.4 16.8 18.1 16.2 18.5 18.2 19.6 17.7 17.6 18.1 31 40 21 33 25 29 27 44 26 22 37 38 20 21 24 45 25 22 29 37 20 20 32 23 25 27 21 27 25 38 44 27 37 28 33 25 21 30 26 27 33 29 27 34 42 29 41 43 43 29 27 62 33 45 30 20 22 51 34 44 46 70.9 72.5 72.5 83.4 75.5 73 70.2 73.4 70.5 68.9 102.3 68.4 65.9 75.7 84.5 87.7 86.4 73.2 53.9 72 55.5 58.4 83.2 72.7 64.1 72.3 65 86.4 65 88.6 84.1 66.8 75.5 93.2 82.7 58 79.5 78.6 71.8 116.4 72.2 83.6 85.5 90.9 85.9 89.1 75 77.7 86.4 90.9 73.6 76.4 69.1 84.5 64.5 69.1 108.6 86.4 80.9 87.7 94.5 175.5 180.6 177 177.1 181.6 176.5 175 174 165.1 177 192 176.5 169.4 182.1 179.8 175.3 184.9 177.3 167.4 178.1 168.9 157.2 180.3 170.2 177.8 172.7 165.1 186.7 165.1 174 175.3 185.4 177.8 180.3 180.3 177.8 177.8 177.8 177.8 177.8 163.8 188 198.1 175.3 166.4 190.5 166.4 177.8 179.7 172.7 190.5 185.4 168.9 167.6 175.3 170.2 190.5 177.8 190.5 177.8 184.2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 NAME Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Pennsylvania Resident Pets Dog Yes 0 No No 2 Yes Yes 0 No No 1 Yes Yes 2 Yes No 0 No No 0 No Yes 1 No No 1 Yes Yes 0 No No 1 No No 2 No No 3 Yes Yes 4 No No 3 Yes No 2 Yes No 1 Yes Yes 0 No No 0 No No 2 Yes Yes 1 Yes Yes 0 No Yes 2 Yes No 2 No No 6 Yes Yes 2 Yes Yes 1 Yes No 2 Yes Yes 1 Yes No 3 Yes No 1 No Yes 0 No No 2 Yes Yes 3 Yes No 0 No No 0 No Yes 0 No No 3 Yes No 0 No Yes 1 No Yes 0 No No 0 No No 1 No Yes 0 No No 0 No No 1 Yes No 0 No Yes 1 Yes No 0 No No 2 Yes Yes 1 Yes Yes 0 No No 5 Yes No 2 Yes Yes 3 Yes Yes 1 No Yes 1 Yes No 0 No No 2 Yes Yes 3 No No 8 No Yes 0 No No 0 No No 1 Yes Yes 2 Yes Yes 0 No Yes 1 Yes No 5 Yes No 0 No No 0 No No 0 No No 0 No Yes 1 Yes Yes 0 No No 0 No No 2 No Yes 14 Yes No 1 Yes Yes 1 Yes No 2 No No 2 No Yes 1 No No 0 No No 6 No Cat No No No No No No No Yes No No Yes Yes Yes Yes Yes No No No No No No No No Yes Yes Yes No No No No Yes No No Yes No No No No No No No No No No No No No No No Yes No No Yes Yes Yes No No No Yes Yes Yes No No No No No No Yes No No No No No No No Yes No No No Yes Yes Yes No Yes Biological Height (in Shoe Size Dieting Female 69 9 Yes Female 63 6 Yes Female 70 10 No Female 62 8 Yes Female 62 8 Yes Female 67 9 No Female 70 10 No Female 63 7 No Male 67 9.5 No Male 71 12 No Female 67 9 No Female 69 10 No Male 72 12 No Female 72 11 No Male 70 10 No Female 65 7.5 No Female 69.6 7.5 No Female 62 7 Yes Male 60 12 Yes Male 71 10 No Male 68 10 Yes Male 66 9 Yes Female 69 9 No Male 71 10.5 No Female 63 7 No Female 60 7 No Male 72 12 No Male 71 11 No Female 62 7 No Male 70 10 No Male 75 13 No Female 63 5 No Female 66 8 No Female 64 8.5 No Male 78 14 No Female 62 5.5 Yes Female 66 6 No Female 65 6.5 No Male 68 9 No Female 67 9 No Female 62 7.5 Yes Female 66 10 No Male 67 10 Yes Male 72 12.5 No Male 69 9 Yes Male 71 10.5 No Female 64 8 Yes Female 67 7 No Female 64 7.5 Yes Female 62 6 No Female 65 8 No Male 68 10 No Female 64 8 Yes Male 74 12 No Female 66 10 No Female 63 7.5 No Male 74 11.5 No Female 64 6 No Female 64 6 No Male 63 9.5 No Female 66 9.5 Yes Female 61 7 Yes Female 66 10 No Male 68 8.5 No Female 67 10 Yes Female 62 7 No Male 67 9.5 Yes Male 71 9.5 No Male 74 No Male 64 8 No Female 64 8.5 Yes Male 75 17 Yes Male 71 11 No Female 64 8 No Male 73 12 Yes Male 68 10 Yes Male 74 12 Yes Male 61 12 No Female 64 8 Yes Female 70 8 Yes Male 69 11 Yes Female 67 8 No Male 69 10 No Male 71 10.5 No Breakfast Coffee (in Exercise (i TV (in hourLanugages Winter SpoIdeal Marri No 0 1 3 1 Figure skat 18 Yes 0 3 6 4 Figure skat 28 Yes 0 5 10 1 Ice hockey 27 Yes 0 0 2 1 Figure skat 34 Yes 0 5 5 1 Ice hockey 28 No 0 0 1 2 Figure skat 25 Yes 2 2 5 1 Figure skat 31 Yes 1 0 10 1 Ice hockey 25 No 0 0 15 2 Curling 30 Yes 2 1 10 1 Curling 26 No 0 0 10 1 Figure skat 25 Yes 1 4 0 1 Figure skat 30 Yes 0 15 2 3 Ice hockey 30 Yes 0 0 8 1 Figure skat 25 Yes 6 5 10 1 Ice hockey 30 Yes 0 7 10 1 Ice hockey 26 No 2 2 8 1 Figure skat 30 Yes 0 0 5 2 Ice hockey 27 Yes 5 10 5 1 Ice hockey 30 Yes 1 8 5 1 Figure skat 29 No 1 2 20 1 Ice hockey 30 Yes 2 10 4 1 Ice hockey 26 Yes 2 3 2 1 Ice hockey 25 Yes 1 8 3 1 Ice hockey 25 No 1 2 2 2 Figure skat 25 Yes 2 5 5 1 Ice hockey 34 No 0 4 15 1 Yes 5 6 12 1 Ice hockey 18 No 0 5 14 1 Ice hockey 30 No 2 10 2 1 Ice hockey 27 Yes 2 5 5 1 Figure skat 25 No 1 0 2 2 Ice hockey 25 No 3 4 2 1 Figure skat 24 Yes 0 0 15 1 Figure skat 25 No 0 0 6 1 Ice hockey Yes 3 4 6 2 Figure skat 31 No 0 7 4 1 Ice hockey 26 No 4 0 10 1 Figure skat 26 No 1 0 40 1 Ice hockey 30 Yes 1 6 3 2 Figure skat 30 No 3 0 2 1 Figure skat 27 Yes 0 1 10 1 Figure skat 33 Yes 2 3 3 1 Ice hockey 33 Yes 0 8 21 1 Curling 28 Yes 4 7 15 1 Ice hockey 25 Yes 1 14 1 5 Ice hockey 28 No 1 2 16 1 Ice hockey 30 No 2 7 15 1 Figure skat 27 Yes 3 7 3 3 Figure skat 30 Yes 0 0 12 1 Ice hockey 26 Yes 0 7 3 1 Ice hockey 30 Yes 0 2 3 1 Ice hockey 35 Yes 0 3 10 1 Ice hockey 25 No 0 0 15 1 Ice hockey 26 Yes 2 1 30 1 Ice hockey 30 No 4 0 6 1 Figure skat 30 Yes 2 4 6 1 Ice hockey 28 No 4 0 8 1 Figure skat 25 Yes 1 5 10 1 Figure skat 30 No 3 1 10 1 Ice hockey 27 Yes 0 10 8 1 Ice hockey 28 Yes 1 4 4 2 Figure skat 30 Yes 0 4 12 1 Figure skat 29 No 5 0 15 4 Curling 30 Yes 0 2 3 1 Ice hockey 30 Yes 1 0 3 2 Ice hockey 25 Yes 1 8 8 1 Ice hockey 27 No 0 0 20 1 Ice hockey 25 No 2 4 1 2 Ice hockey 26 1 2 10 2 Ice hockey 26 No 0 0 8 1 Figure skat 25 Yes 0 12 4 4 Ice hockey 23 Yes 0 0 12 1 Ice hockey 27 Yes 0 4 7 1 27 No 0 5 12 1 Figure skat 45 Yes 3 0 10 1 Ice hockey 30 Yes 3 20 2 1 Figure skat 40 Yes 0 5 10 1 Ice hockey 30 Yes 3 4 4 1 Figure skat 28 Yes 1 5 3 1 Ice hockey 25 No 0 2 21 1 Ice hockey 24 Yes 0 12 12 1 Ice hockey 23 Yes 0 0 7 2 Ice hockey 27 Yes 1 3 12 1 Ice hockey 28 Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous 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Yes 1 Yes 0 No No No Yes No No No Yes Yes No Yes No No No No Yes No No Yes No No No Yes No No Yes No No No No No No No No No No Yes No Yes No No Yes No No Yes No No No No Yes Yes No No No Yes No No No No No No No No Yes No Yes Yes Yes No No No No No No Yes No Yes No No No Yes Yes No No No No Female Female Female Female Female Female Female Female Male Female Male Male Female Male Female Male Female Male Female Male Male Male Female Male Female Male Male Male Female Female Male Male Male Female Male Male Male Female Male Male Male Female Female Female Male Female Female Female Male Female Female Female Female Female Male Male Male Female Female Female Female Female Male Male Male Female Female Female Male Male Male Male Female Female Male Male Male Male Male Female Female Female Female Female Female 66 66 63 65 69 64 59 65 70 63 72 72 63 69 66 69 69 71 67 67 73 73 67 76 65 59 69 72 63 66 70 68 72 69 68 68 73 67.5 66 69 71 68 69 63 70 61 62 63 67 67 70 60 66 64 72 70 67 61 65 63 61 63 69 70 70 64 64 64 73 70.5 71 70 66 66 71 72 68 69 71 64 67 63 61 63 65 6.5 Yes 7.5 No 6.5 Yes 9 Yes 8.5 No 8 No 7 No 9 No 10 No 7 No 11 No 11 Yes 8 No 10 Yes 7 No 10 No 8 No 10 Yes 8 No 9 No 12 No 12 No 8 No 12 No 9.5 No 10.5 No 11 Yes 12 No 9 No 8 No 9.5 No 10 No 10.5 No 11 Yes 10 Yes 11 No 13 Yes 9 No 9 No 9 No 12 No 11 No 10 No 7.5 Yes 10 No 8 Yes 7.5 No 7 No 9 No 9 Yes 10 Yes 6.5 No 9 No 8 No 11 No 10.5 Yes 10.5 No 8 Yes 8.5 No 6 Yes 7 No 7 No 11 Yes 10 No 10.5 Yes 9.5 No 8 Yes 9 Yes 10.5 No 9 Yes 10.5 No 10 No 10 No 10 Yes 10 No 10 No 10 No 10.5 No 11 Yes 8.5 No 9.5 Yes 5 No 7 No 9 No 7 No No Yes No No Yes No Yes Yes Yes Yes No Yes No Yes Yes Yes No Yes No Yes Yes Yes Yes Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes No No Yes Yes Yes No No Yes Yes Yes No No Yes No No Yes Yes No No Yes No Yes Yes Yes Yes Yes No Yes Yes No Yes No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No No Yes Yes Yes Yes Yes Yes 2 1 0 2 1 0 0 0 12 0 0 0 0 2 3 0 4 1 1 0 0 4 2 5 1 4 0 0 0 2 0 4 2 0 4 0 0 0 0 0 4 1 4 0 4 0 0 0 0 1 2 0 1 1 0 0 2 0 3 0 2 0 2 1 4 3 1 0 4 3 3 3 0 1 0 2 4 0 0 2 1 0 2 0 1 0 5 7.5 4 0 0 2 0 15 0 0 5 3 4 12 6 0 4 2 6 8 5 0 6 0 6 7 3 2 2 20 12 0 3 0 10 2 10 2 5 8 8 4 1 12 0 0 2 0 10 0 12 2 5 0 5 3 3 3 8 0 0 3 2 3 0 2 25 4 1 7 6 2 4 3 6 0 10 8 12 3 3 15 10 2 0 1 0 2 30 2 15 15 10 15 2 2 4 3 10 1 35 20 4 10 2 2 10 2 3 6 14 10 12 0 10 4 10 7 3 6 4 5 2 6 10 20 10 4 5 7 6 5 20 7 0 3 10 15 8 10 4 12 10 5 2 5 20 4 3 3 2 3 6 1 7 3 0 7 0 60 0 5 20 4 14 3 4 1 Curling 1 Curling 1 Ice hockey 1 Figure skat 2 Curling 1 Ice hockey 1 Ice hockey 1 Ice hockey 2 Curling 1 Figure skat 1 Ice hockey 1 Ice hockey 1 Figure skat 2 Ice hockey 1 Ice hockey 1 Ice hockey 1 Figure skat 2 Figure skat 2 Figure skat 1 Figure skat 1 Ice hockey 1 Ice hockey 1 Ice hockey 1 Curling 1 Figure skat 1 Figure skat 2 Ice hockey 1 Ice hockey 1 Figure skat 2 Figure skat 2 Ice hockey 2 Ice hockey 1 Ice hockey 1 Figure skat 1 Ice hockey 1 Ice hockey 1 Curling 1 Figure skat 1 Curling 1 Ice hockey 2 Ice hockey 1 Curling 2 Figure skat 1 Ice hockey 1 Ice hockey 2 Ice hockey 1 Ice hockey 2 Figure skat 1 Ice hockey 1 Figure skat 1 Figure skat 1 Figure skat 2 Figure skat 1 Ice hockey 1 Curling 1 Ice hockey 1 Ice hockey 1 Figure skat 2 Figure skat 1 Ice hockey 1 Figure skat 1 Figure skat 1 Ice hockey 2 Ice hockey 1 Ice hockey 1 Figure skat 1 Ice hockey 1 Figure skat 1 Ice hockey 3 Ice hockey 1 Ice hockey 1 Ice hockey 1 Figure skat 1 Figure skat 1 Ice hockey 1 Figure skat 1 Ice hockey 1 Ice hockey 1 Curling 2 Figure skat 1 Figure skat 1 Ice hockey 2 Ice hockey 1 Figure skat 1 Figure skat 28 33 27 22 30 28 25 28 30 25 25 25 30 26 35 30 29 29 30 24 30 23 25 28 30 28 24 25 25 30 30 29 25 30 28 35 32 25 29 28 26 21 28 30 27 33 28 25 28 35 35 25 31 30 25 25 26 30 40 35 24 32 27 22 25 35 21 25 25 30 32 43 25 26 27 28 28 32 30 25 28 30 30 Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous Anonymous 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No 0 No 0 No 0 No 0 No 3 Yes 1 Yes 0 No 22 Yes 2 Yes 1 Yes 0 No 5 Yes 7 Yes 2 No 0 No 2 No 0 No 1 Yes 3 Yes 0 No 0 No 2 No 1 Yes 2 Yes 2 Yes 1 Yes 1 No 0 No 1 Yes 0 No 2 Yes 0 No 0 No 2 Yes 2 Yes 1 Yes 0 No 5 Yes 1 Yes 3 Yes 1 Yes 0 No 0 No 9 Yes 1 No 0 No 1 Yes 2 Yes 1 No 0 No 3 Yes 1 Yes 3 Yes 1 No 2 Yes 0 No 1 Yes 1 Yes 0 No 0 No 1 Yes 2 Yes 1 Yes 2 No 1 Yes 1 Yes 0 No 1 Yes 2 No 1 Yes 0 No 3 Yes 2 Yes 0 No 2 No 5 Yes 3 Yes 3 Yes 2 Yes No No Yes No No No No No No No No No No No No No No Yes Yes Yes No Yes No No Yes No No Yes No No Yes No No No No No Yes No No Yes No Yes No Yes No Yes No No No Yes Yes No No No Yes No Yes No No Yes No No No No No No No No No Yes No No No No Yes No No Yes No No Yes No No No Yes Male Male Female Male Female Male Female Male Male Male Male Male Female Female Male Female Female Male Female Female Female Female Male Male Male Male Male Male Female Male Female Male Female Male Male Female Male Female Female Female Male Female Female Female Female Male Female Male Female Female Male Male Female Female Male Male Female Female Male Male Male Female Male Male Male Male Female Male Male Male Female Female Male Female Female Male Female Female Female Male Male Male Female Female Female 75 70 67 73 61 71.5 64 69 72 72 64 73 64 64 69 66 63 74 67 63 62 68 73 71 69 67 72 72 62 70 68 69 65 74 70 69 68 68 64 63 71 65 64 68 67 71 67 71 62 63 71 73 69 63 71 69 65 66 71 74 72 63 72 70 67 71 68 69 72 67 65 61 72 60 62 69 68.4 66 70 72 74 75 62 63 66 11.5 Yes 9 No 8.5 Yes 11 Yes 6 No 12 No 5.5 No 9.5 No 10.5 No 10 No 9 No 13 No 7 No 7 No 10 Yes 9 No 6.5 No 15 No 7.5 No 8.5 Yes 7 Yes 10 No 10.5 No 9 No 10 No 10 No 12 No 12 No 7 Yes 10 No 10 Yes 10.5 No 9.5 Yes 12 Yes 10 Yes 7.5 No 11 No 10 No 7.5 No 8 Yes 10 No 8 Yes 5 No 8.5 No 9 No 10 No 7 No 11 No 7 Yes 6.5 No 11 Yes 11 No 9.5 Yes 7.5 No 11 Yes 8.5 No 7.5 No 7 No 12 No 11 Yes 10 No 7 No 10.5 Yes 9.5 No 9.5 No 10.5 No 10 No 9 No 13 No 10 No 10 No 7.5 No No 7 No 9.5 Yes 9.5 No 8 Yes 9 Yes 10 No 14 No 11 No 9 No 7 Yes 6 Yes 11 Yes Yes No No Yes Yes Yes Yes Yes Yes Yes No Yes Yes Yes No No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes No Yes Yes No No Yes No Yes Yes Yes Yes Yes No Yes Yes Yes Yes Yes No Yes Yes No Yes Yes Yes No Yes Yes Yes No Yes Yes Yes Yes Yes No No Yes Yes No No No Yes Yes No No Yes Yes Yes Yes Yes Yes Yes Yes Yes No No 2 0 0 0 1 0 0 4 0 1 0 3 0 0 2 2 4 2 0 0 1 3 4 4 0 4 0 0 0 1 0 2 0 5 0 2 2 2 2 0 1 2 0 1 2 0 0 0 0 2 0 1 0 0 0 0 0 0 0 2 2 1 2 2 0 0 0 3 0 4 0 0 1 1 1 0 6 2 1 0 0 1 0 0 0 0 3 2 5 2 7 5 23 0 2 2 5 8 5 2 12 5 15 8 0.5 1 15 1 0 4 0 5 7.5 10 0 5 8 0 4 6 2 3 2 4 2 2 0 1 3 3 12 12 10 0 4 0 10 6 10 0 2 5 1 8 0 3 4 0 4 2 8 0 4 20 4 3 0 10 0 2.5 5 10 4 4 4 1 3 1 0 5 10 10 8 2 10 20 4 6 4 9 10 0 7 8 6 0 1 0 2 2 10 2 5 5 3 2 45 4.5 18 7 5 8 2 6 6 3 3 3 10 8 4 2 5 10 4 7 4 20 3 0 0 10 10 10 5 3 3 42 18 1 1 0 15 10 0 7 3 5 1 0 5 0 10 6 14 2 4 4 10 2 12 5 5 15 1 Ice hockey 2 Ice hockey 1 Ice hockey 1 Ice hockey 1 Figure skat 1 Ice hockey 3 Figure skat 1 Ice 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9.5 No 9 Yes 7 No 8.5 No 10.5 No 8.5 Yes 14 No 11 No 15 No 10 No 7 No 8 No 10 Yes 10 No 9 No 11 No 10.5 Yes 8 No 7 Yes 6 Yes 13 Yes 8 Yes 8 Yes 8 Yes 7.5 No 7 Yes 8 Yes 7 Yes 11 No 7.5 No 8.5 No 10 Yes 11 No 13 No 11.5 No 9 No 13 Yes 13 No 8 No 11 No 8.5 No 10 No 13 Yes 10 No 8 Yes 9.5 No 6.5 Yes 6 No 7 No 9 Yes 8 No 10.5 No 9 No 10 Yes Yes No Yes Yes Yes No Yes No Yes Yes Yes Yes No No Yes Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No Yes Yes Yes No No Yes Yes Yes Yes No Yes Yes No Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes Yes No No Yes Yes Yes Yes No Yes Yes Yes No No Yes Yes Yes Yes Yes No Yes Yes Yes Yes Yes No No No Yes Yes No No No 0 1 0 2 4 3 2 0 0 1 1 0 0 0 3 0 1 5 0 2 0 0 0 1 0 0 1 3 1 0 0 0 0 0 1 1 0 2 3 0 0 0 2 2 1 3 0 3 1 1 0 2 1 0 4 2 4 2 1 9 0 1 5 2 0 0 1 2 4 1 0 0 3 4 1 0 3 0 0 1 0 1 4 0 0 6 0 6 5 3 5 0 0 1 0 5 0 1 8 0 5 10 0 3 0 0 3 7 4 3 2.5 3 4 2 8 2 10 0 0 0 8 8 7.5 5 0 0 7 2 10 5 1 4 5 10 4 15 13 5 6 3 1 5 4 0 15 1.5 5 7 5 0 2 5 5 1.5 0 0 0 7 10 0 2 9 5 10 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71 75 67 66 70 70 11 Yes 11.5 No 6 Yes 6 No 6 No 8 No 8.5 Yes 8.5 Yes 9 No 11.5 No 9.5 Yes 6.5 No 12 No 11 Yes No Yes Yes Yes Yes Yes Yes No Yes Yes Yes Yes Yes Yes 1 1 2 4 0 4 0 0 0 6 0 0 0 2 0 0 1 3 0 4 12 0 2 2 7 0 5 4 2 5 10 4 10 10 20 8 4 1 14 5 4 10 1 Ice hockey 1 Curling 1 Figure skat 3 Figure skat 1 Figure skat 1 Ice hockey 2 Ice hockey 1 Figure skat 1 Curling 1 Figure skat 1 Figure skat 1 Ice hockey 1 Ice hockey 1 Ice hockey 24 28 25 35 25 28 27 28 26 19 25 25 28 28 iage Age