Study of Influence of Menarche on Changes in Body Fat Accretion Source: Data courtesy of Drs. Aviva Must and Elena Naumova. Reference: Phillips, S.M., Bandini, L.G., Compton, D.V., Naumova, E.N. and Must, A. (2003). A longitudinal comparison of body composition by total body water and bioelectrical impedance in adolescent girls. Journal of Nutrition, 133, 1419-1425. Description: The data are from a prospective study on body fat accretion in a cohort of 162 girls from the MIT Growth and Development Study. The study examined changes in percent body fat before and after menarche. The data represent a subset of the study materials and should not be used to draw substantive conclusions. At the start of the study, all of the girls were pre-menarcheal and non-obese, as determined by a triceps skinfold thickness less than the 85th percentile. All girls were followed over time according to a schedule of annual measurements until four years after menarche. The final measurement was scheduled on the fourth anniversary of their reported date of menarche. At each examination, a measure of body fatness was obtained based on bioelectric impedance analysis and a measure of percent body fat (%BF) was derived. In this data set there are a total of 1049 individual percent body fat measurements, with an average of 6.4 measurements per subject. The numbers of measurements per subject pre- and post-menarche are approximately equal. Note: Time is coded as time since menarche and can be positive or negative. Although the measurement protocol is the same for all girls and the study design is balanced if the timing of measurement is defined as the time since the baseline measurement, it is inherently unbalanced when the timing of measurements is defined as the time since a girl experienced menarche. Variable List: Subject ID, Current Age (years), Age at Menarche (years), Time relative to Menarche (years), Percent Body Fat. 1 9.32 13.19 -3.87 7.94 1 10.33 13.19 -2.86 15.65 1 11.24 13.19 -1.95 13.51 1 12.19 13.19 -1.00 23.23 1 13.24 13.19 0.05 10.52 1 14.24 13.19 1.05 20.45 2 8.84 13.28 -4.44 16.17 2 10.08 13.28 -3.20 13.34 2 11.03 13.28 -2.25 16.05 2 12.77 13.28 -0.51 15.26 2 13.51 13.28 0.23 22.53 2 14.03 13.28 0.75 18.24 2 14.86 13.28 1.58 27.08 2 15.94 13.28 2.66 28.80 2 17.42 13.28 4.14 29.43 3 9.58 14.15 -4.57 22.94 3 10.47 14.15 -3.68 19.56 3 11.64 14.15 -2.51 19.96 3 12.47 14.15 -1.68 18.51 3 13.56 14.15 -0.59 25.57 3 14.38 14.15 0.23 27.23 3 15.56 14.15 1.41 24.36 3 16.47 14.15 2.32 31.77 4 10.54 12.67 -2.13 16.96 4 11.57 12.67 -1.10 9.48 4 12.57 12.67 -0.10 9.06 4 13.49 12.67 0.82 11.97 4 14.49 12.67 1.82 19.24 4 16.57 12.67 3.90 29.80 5 10.17 11.31 -1.14 7.71 5 11.11 11.31 -0.20 8.35 5 12.11 11.31 0.80 13.98 5 13.11 11.31 1.80 17.51 5 14.02 11.31 2.71 20.89 5 15.11 11.31 3.80 26.86 5 15.28 11.31 3.97 20.36 6 10.02 13.65 -3.63 19.42 6 10.95 13.65 -2.70 17.74 6 11.95 13.65 -1.70 21.44 6 12.95 13.65 -0.70 31.46 6 13.95 13.65 0.30 37.63 6 14.95 13.65 1.30 37.47 6 15.95 13.65 2.30 37.30 6 16.78 13.65 3.13 36.41 7 9.95 13.57 -3.62 13.51 7 11.14 13.57 -2.43 14.53 7 12.05 13.57 -1.52 13.90 7 13.05 13.57 -0.52 17.17 7 13.97 13.57 0.40 19.67 7 14.88 13.57 1.31 24.19 7 15.97 13.57 2.40 23.48 7 17.05 13.57 3.48 26.90 7 17.62 13.57 4.05 25.76 8 11.42 12.50 -1.08 21.20 8 12.58 12.50 0.08 18.34 8 13.41 12.50 0.91 21.99 9 9.58 13.83 -4.25 12.21 9 10.57 13.83 -3.26 18.89 9 11.56 13.83 -2.27 19.26 9 12.56 13.83 -1.27 15.85 9 13.65 13.83 -0.18 15.78 9 14.48 13.83 0.65 20.81 9 15.56 13.83 1.73 22.96 10 10.99 13.06 -2.07 18.52 10 12.13 13.06 -0.93 14.75 10 13.05 13.06 -0.01 14.45 10 13.96 13.06 0.90 17.62 10 15.04 13.06 1.98 25.43 10 15.96 13.06 2.90 26.63 10 17.05 13.06 3.99 33.52 11 11.50 13.31 -1.81 30.17 11 12.64 13.31 -0.67 25.36 11 13.55 13.31 0.24 30.37 11 14.55 13.31 1.24 34.46 11 15.46 13.31 2.15 36.62 11 16.46 13.31 3.15 34.26 11 17.55 13.31 4.24 34.70 12 10.81 12.10 -1.29 16.57 12 12.15 12.10 0.05 16.94 12 13.01 12.10 0.91 22.13 12 13.75 12.10 1.65 26.47 12 14.75 12.10 2.65 29.09 12 16.01 12.10 3.91 31.17 13 10.34 10.47 -0.13 21.40 13 11.55 10.47 1.08 23.73 13 12.46 10.47 1.99 23.15 13 13.29 10.47 2.82 28.28 13 14.46 10.47 3.99 30.34 14 9.90 13.72 -3.82 7.21 14 10.96 13.72 -2.76 5.51 14 11.88 13.72 -1.84 7.07 14 12.88 13.72 -0.84 9.01 14 13.88 13.72 0.16 17.95 14 15.96 13.72 2.24 22.27 14 16.88 13.72 3.16 18.80 14 17.79 13.72 4.07 17.86 15 9.21 14.38 -5.17 18.49 15 10.43 14.38 -3.95 10.59 15 11.29 14.38 -3.09 15.34 15 12.21 14.38 -2.17 14.29 15 13.20 14.38 -1.18 17.27 15 14.12 14.38 -0.26 19.28 15 15.21 14.38 0.83 23.21 15 16.12 14.38 1.74 23.72 15 17.43 14.38 3.05 23.68 16 8.93 13.48 -4.55 32.74 16 10.11 13.48 -3.37 33.98 16 10.89 13.48 -2.59 33.50 16 11.89 13.48 -1.59 32.91 16 12.89 13.48 -0.59 28.87 16 13.80 13.48 0.32 28.02 16 14.89 13.48 1.41 26.89 16 15.80 13.48 2.32 30.48 16 17.06 13.48 3.58 31.89 16 17.45 13.48 3.97 33.01 17 11.45 14.37 -2.92 31.10 17 12.67 14.37 -1.70 32.58 17 13.44 14.37 -0.93 28.99 17 14.44 14.37 0.07 25.54 17 15.44 14.37 1.07 31.54 17 16.36 14.37 1.99 33.89 17 17.44 14.37 3.07 33.30 17 18.36 14.37 3.99 33.51 18 9.38 14.05 -4.67 18.07 18 10.51 14.05 -3.54 17.00 18 11.37 14.05 -2.68 16.67 18 12.37 14.05 -1.68 20.94 18 13.28 14.05 -0.77 17.25 18 14.37 14.05 0.32 24.19 18 15.46 14.05 1.41 23.83 18 16.37 14.05 2.32 26.76 18 17.37 14.05 3.32 24.09 19 9.47 13.39 -3.92 24.91 19 10.55 13.39 -2.84 21.67 19 11.46 13.39 -1.93 19.17 19 12.46 13.39 -0.93 24.68 19 13.37 13.39 -0.02 24.79 19 14.46 13.39 1.07 31.75 19 15.55 13.39 2.16 29.98 19 16.46 13.39 3.07 31.34 19 17.46 13.39 4.07 33.12 20 9.94 12.38 -2.44 31.10 20 11.09 12.38 -1.29 25.50 20 12.10 12.38 -0.28 21.33 20 13.04 12.38 0.66 29.41 20 13.95 12.38 1.57 24.79 20 14.95 12.38 2.57 32.29 20 15.96 12.38 3.58 33.35 20 16.35 12.38 3.97 30.31 21 9.94 15.13 -5.19 7.48 21 11.09 15.13 -4.04 2.17 21 12.10 15.13 -3.03 7.01 21 13.04 15.13 -2.09 3.16 21 13.95 15.13 -1.18 8.20 21 14.95 15.13 -0.18 11.50 21 15.96 15.13 0.83 11.42 21 16.96 15.13 1.83 13.58 21 17.87 15.13 2.74 15.35 22 9.49 11.42 -1.93 24.51 22 10.55 11.42 -0.87 24.28 22 11.72 11.42 0.30 25.99 22 13.41 11.42 1.99 28.84 22 13.47 11.42 2.05 34.51 22 15.41 11.42 3.99 30.83 23 9.02 11.49 -2.47 31.18 23 10.06 11.49 -1.43 26.29 23 10.98 11.49 -0.51 26.20 23 13.07 11.49 1.58 29.37 23 15.06 11.49 3.57 33.25 24 11.09 13.99 -2.90 21.59 24 12.04 13.99 -1.95 19.13 24 13.04 13.99 -0.95 17.46 24 14.04 13.99 0.05 24.47 24 14.95 13.99 0.96 26.96 24 16.04 13.99 2.05 25.57 24 17.04 13.99 3.05 29.84 24 17.95 13.99 3.96 32.43 25 10.53 13.08 -2.55 19.43 25 11.55 13.08 -1.53 18.67 25 12.55 13.08 -0.53 23.14 25 13.55 13.08 0.47 28.46 25 14.55 13.08 1.47 31.76 25 15.46 13.08 2.38 33.26 25 17.07 13.08 3.99 35.42 26 11.14 13.55 -2.41 35.31 26 13.26 13.55 -0.29 32.86 26 14.18 13.55 0.63 35.17 26 15.52 13.55 1.97 43.95 26 16.04 13.55 2.49 38.21 26 17.18 13.55 3.63 37.72 26 17.61 13.55 4.06 42.93 27 10.09 12.10 -2.01 25.64 27 12.06 12.10 -0.04 25.68 27 14.00 12.10 1.90 27.90 27 14.92 12.10 2.82 35.39 27 16.40 12.10 4.30 33.25 28 10.55 13.19 -2.64 27.63 28 11.49 13.19 -1.70 19.21 28 12.49 13.19 -0.70 16.19 28 13.49 13.19 0.30 18.38 28 14.40 13.19 1.21 24.14 28 15.40 13.19 2.21 24.59 28 16.57 13.19 3.38 27.31 29 10.49 11.46 -0.97 18.68 29 11.51 11.46 0.05 19.09 29 12.42 11.46 0.96 23.08 29 13.42 11.46 1.96 31.63 29 14.37 11.46 2.91 27.49 29 15.37 11.46 3.91 35.95 30 8.39 14.70 -6.31 12.16 30 9.34 14.70 -5.36 11.43 30 10.34 14.70 -4.36 9.41 30 11.34 14.70 -3.36 10.48 30 12.25 14.70 -2.45 15.72 30 13.25 14.70 -1.45 13.33 30 14.34 14.70 -0.36 11.51 30 15.25 14.70 0.55 13.17 31 10.83 11.46 -0.63 32.66 31 11.85 11.46 0.39 28.48 31 12.76 11.46 1.30 28.56 31 13.76 11.46 2.30 31.49 31 14.70 11.46 3.24 33.98 31 15.53 11.46 4.07 33.11 32 8.49 11.06 -2.57 29.99 32 9.36 11.06 -1.70 30.67 32 10.44 11.06 -0.62 29.37 32 11.44 11.06 0.38 26.76 32 12.44 11.06 1.38 22.80 33 9.56 13.54 -3.98 33.58 33 10.42 13.54 -3.12 38.21 33 11.50 13.54 -2.04 41.76 33 12.50 13.54 -1.04 38.03 33 13.50 13.54 -0.04 40.83 34 11.58 12.85 -1.27 13.17 34 12.65 12.85 -0.20 14.78 34 13.74 12.85 0.89 9.39 34 15.48 12.85 2.63 23.05 34 16.82 12.85 3.97 30.19 35 11.97 13.65 -1.68 22.77 35 12.95 13.65 -0.70 20.98 35 14.12 13.65 0.47 21.36 35 15.12 13.65 1.47 30.25 35 15.78 13.65 2.13 34.15 35 16.95 13.65 3.30 39.98 36 10.98 14.21 -3.23 21.51 36 11.93 14.21 -2.28 18.27 36 12.93 14.21 -1.28 19.71 36 14.01 14.21 -0.20 14.45 36 14.84 14.21 0.63 25.07 36 15.84 14.21 1.63 23.11 36 18.18 14.21 3.97 18.31 37 9.27 13.02 -3.75 26.62 37 10.15 13.02 -2.87 25.82 37 11.24 13.02 -1.78 26.71 37 12.15 13.02 -0.87 19.91 37 13.15 13.02 0.13 25.25 37 17.07 13.02 4.05 30.42 38 10.65 13.53 -2.88 12.93 38 11.67 13.53 -1.86 14.71 38 12.67 13.53 -0.86 17.04 38 13.67 13.53 0.14 22.59 38 14.59 13.53 1.06 21.48 38 15.76 13.53 2.23 19.37 38 16.67 13.53 3.14 32.66 38 17.50 13.53 3.97 33.37 39 11.23 13.48 -2.25 15.41 39 12.29 13.48 -1.19 15.83 39 13.20 13.48 -0.28 16.87 39 15.11 13.48 1.63 27.39 39 16.20 13.48 2.72 28.57 39 17.37 13.48 3.89 31.06 40 10.13 11.03 -0.90 24.23 40 11.17 11.03 0.14 19.03 40 12.09 11.03 1.06 23.83 40 13.52 11.03 2.49 27.89 40 14.00 11.03 2.97 24.52 40 15.00 11.03 3.97 26.96 41 9.74 13.07 -3.33 24.49 41 10.70 13.07 -2.37 18.32 41 11.88 13.07 -1.19 21.55 41 12.88 13.07 -0.19 26.89 41 14.62 13.07 1.55 33.34 42 10.17 15.33 -5.16 17.34 42 11.13 15.33 -4.20 12.45 42 12.31 15.33 -3.02 14.10 42 13.31 15.33 -2.02 11.75 42 14.05 15.33 -1.28 9.52 42 15.05 15.33 -0.28 13.96 42 16.13 15.33 0.80 19.45 42 17.05 15.33 1.72 21.70 42 18.22 15.33 2.89 24.77 43 9.96 11.16 -1.20 26.83 43 12.05 11.16 0.89 30.67 43 13.05 11.16 1.89 27.02 43 13.88 11.16 2.72 30.57 43 15.05 11.16 3.89 30.03 44 9.84 12.12 -2.28 20.51 44 11.84 12.12 -0.28 19.67 44 13.76 12.12 1.64 25.52 45 9.92 12.25 -2.33 23.06 45 10.89 12.25 -1.36 22.51 45 12.06 12.25 -0.19 22.52 45 12.97 12.25 0.72 27.59 45 13.81 12.25 1.56 33.71 45 14.81 12.25 2.56 33.42 45 15.89 12.25 3.64 32.95 46 11.55 12.87 -1.32 10.74 46 12.67 12.87 -0.20 13.52 46 13.76 12.87 0.89 16.56 46 15.02 12.87 2.15 27.90 46 15.59 12.87 2.72 22.88 46 16.50 12.87 3.63 22.08 46 16.67 12.87 3.80 24.01 47 11.43 12.08 -0.65 9.29 47 12.21 12.08 0.13 3.20 47 13.21 12.08 1.13 10.46 47 14.30 12.08 2.22 17.29 47 15.21 12.08 3.13 17.62 47 16.04 12.08 3.96 15.56 48 11.09 13.58 -2.49 11.98 48 12.13 13.58 -1.45 12.13 48 13.39 13.58 -0.19 16.32 48 16.13 13.58 2.55 20.04 48 17.57 13.58 3.99 22.24 49 10.97 13.89 -2.92 23.99 49 12.04 13.89 -1.85 19.61 49 13.04 13.89 -0.85 15.87 49 13.96 13.89 0.07 24.58 49 14.96 13.89 1.07 30.90 49 15.96 13.89 2.07 28.40 49 16.96 13.89 3.07 29.56 50 9.80 12.68 -2.88 21.49 50 10.99 12.68 -1.69 23.18 50 11.90 12.68 -0.78 19.00 50 12.90 12.68 0.22 20.64 50 13.65 12.68 0.97 18.61 50 14.73 12.68 2.05 29.14 50 15.73 12.68 3.05 31.17 50 16.56 12.68 3.88 31.96 51 9.41 12.46 -3.05 20.51 51 10.43 12.46 -2.03 20.18 51 11.34 12.46 -1.12 10.90 51 12.34 12.46 -0.12 12.34 51 13.26 12.46 0.80 24.43 51 14.26 12.46 1.80 23.18 51 15.34 12.46 2.88 20.93 51 16.43 12.46 3.97 28.19 52 11.66 13.27 -1.61 25.22 52 12.57 13.27 -0.70 22.07 52 13.57 13.27 0.30 25.05 52 14.48 13.27 1.21 26.29 52 15.48 13.27 2.21 32.30 52 16.57 13.27 3.30 35.59 52 17.40 13.27 4.13 30.53 53 9.58 12.48 -2.90 17.93 53 10.55 12.48 -1.93 14.21 53 11.55 12.48 -0.93 16.16 53 12.64 12.48 0.16 24.22 53 13.55 12.48 1.07 24.04 53 14.55 12.48 2.07 25.57 53 15.47 12.48 2.99 23.17 53 16.47 12.48 3.99 26.81 54 10.84 12.15 -1.31 20.16 54 11.87 12.15 -0.28 18.46 54 12.78 12.15 0.63 25.34 54 13.78 12.15 1.63 27.99 54 14.78 12.15 2.63 31.50 54 15.78 12.15 3.63 29.63 54 16.30 12.15 4.15 30.01 55 9.22 12.96 -3.74 16.51 55 10.26 12.96 -2.70 12.66 55 11.26 12.96 -1.70 13.93 55 12.17 12.96 -0.79 8.99 55 13.08 12.96 0.12 21.56 55 14.17 12.96 1.21 25.54 55 15.17 12.96 2.21 24.42 55 16.08 12.96 3.12 20.20 55 16.86 12.96 3.90 24.27 56 9.25 12.98 -3.73 26.09 56 10.29 12.98 -2.69 28.61 56 12.28 12.98 -0.70 23.09 56 13.11 12.98 0.13 26.58 56 14.11 12.98 1.13 31.29 56 15.20 12.98 2.22 34.42 56 16.11 12.98 3.13 33.47 56 16.89 12.98 3.91 36.74 57 11.26 13.46 -2.20 26.37 57 13.19 13.46 -0.27 24.61 57 14.10 13.46 0.64 34.29 57 15.27 13.46 1.81 32.36 57 16.27 13.46 2.81 30.92 57 17.53 13.46 4.07 34.60 58 11.04 13.16 -2.12 22.75 58 12.06 13.16 -1.10 17.60 58 13.97 13.16 0.81 21.17 58 15.06 13.16 1.90 28.35 58 15.97 13.16 2.81 26.01 59 10.60 13.91 -3.31 24.11 59 11.56 13.91 -2.35 25.46 59 12.64 13.91 -1.27 24.59 59 15.56 13.91 1.65 34.06 59 16.73 13.91 2.82 34.94 60 9.71 13.09 -3.38 33.82 60 10.66 13.09 -2.43 30.09 60 11.83 13.09 -1.26 26.17 60 15.83 13.09 2.74 34.01 60 17.06 13.09 3.97 36.06 61 9.32 12.06 -2.74 11.96 61 10.44 12.06 -1.62 10.79 61 11.39 12.06 -0.67 5.74 61 12.39 12.06 0.33 5.99 61 13.30 12.06 1.24 16.49 61 14.31 12.06 2.25 17.72 61 15.39 12.06 3.33 12.82 61 15.96 12.06 3.90 18.25 62 9.82 14.03 -4.21 11.78 62 10.74 14.03 -3.29 12.02 62 11.74 14.03 -2.29 12.11 62 12.74 14.03 -1.29 11.10 62 13.91 14.03 -0.12 15.15 62 14.74 14.03 0.71 10.53 62 15.74 14.03 1.71 18.08 62 16.74 14.03 2.71 20.59 63 9.20 13.47 -4.27 13.04 63 10.21 13.47 -3.26 10.06 63 11.38 13.47 -2.09 15.10 63 12.29 13.47 -1.18 15.52 63 14.21 13.47 0.74 24.63 63 15.21 13.47 1.74 25.85 63 16.21 13.47 2.74 25.68 64 12.10 14.13 -2.03 23.12 64 13.11 14.13 -1.02 17.33 64 14.28 14.13 0.15 18.28 64 15.20 14.13 1.07 27.20 64 17.11 14.13 2.98 26.26 64 18.20 14.13 4.07 27.61 65 8.31 13.31 -5.00 21.15 65 9.30 13.31 -4.01 19.58 65 10.30 13.31 -3.01 18.36 65 11.30 13.31 -2.01 19.29 65 12.30 13.31 -1.01 21.03 65 13.30 13.31 -0.01 24.82 65 14.30 13.31 0.99 23.14 66 9.93 12.85 -2.92 18.51 66 10.92 12.85 -1.93 18.46 66 12.01 12.85 -0.84 18.90 66 12.92 12.85 0.07 20.11 66 13.92 12.85 1.07 26.60 66 14.92 12.85 2.07 26.62 66 15.92 12.85 3.07 22.93 66 16.40 12.85 3.55 25.08 67 8.61 13.02 -4.41 22.53 67 9.75 13.02 -3.27 24.25 67 10.58 13.02 -2.44 23.44 67 11.67 13.02 -1.35 22.59 67 12.67 13.02 -0.35 25.67 67 13.67 13.02 0.65 29.73 67 14.58 13.02 1.56 34.90 67 15.58 13.02 2.56 34.15 68 9.11 10.71 -1.60 23.50 68 10.03 10.71 -0.68 18.33 68 11.03 10.71 0.32 23.08 68 12.03 10.71 1.32 28.20 68 13.03 10.71 2.32 21.71 68 14.12 10.71 3.41 24.79 68 14.60 10.71 3.89 24.49 69 9.45 14.07 -4.62 18.40 69 11.61 14.07 -2.46 15.15 69 12.39 14.07 -1.68 14.12 69 13.39 14.07 -0.68 13.36 69 14.48 14.07 0.41 21.97 69 15.47 14.07 1.40 28.33 69 16.30 14.07 2.23 23.99 70 8.58 12.11 -3.53 19.54 70 15.52 12.11 3.41 25.80 70 16.00 12.11 3.89 26.98 71 10.69 14.07 -3.38 16.12 71 11.70 14.07 -2.37 16.38 71 12.70 14.07 -1.37 21.32 71 13.62 14.07 -0.45 27.49 71 14.70 14.07 0.63 30.42 71 15.70 14.07 1.63 31.46 71 16.62 14.07 2.55 30.97 71 17.70 14.07 3.63 33.59 72 12.69 13.27 -0.58 2.43 72 13.59 13.27 0.32 7.26 72 14.90 13.27 1.63 9.46 72 15.76 13.27 2.49 19.46 72 16.68 13.27 3.41 21.25 72 17.16 13.27 3.89 23.89 73 8.94 14.03 -5.09 10.55 73 9.85 14.03 -4.18 11.65 73 11.16 14.03 -2.87 14.12 73 12.02 14.03 -2.01 20.12 73 12.93 14.03 -1.10 15.91 73 13.93 14.03 -0.10 15.40 73 14.84 14.03 0.81 14.00 73 15.93 14.03 1.90 23.70 74 9.89 13.80 -3.91 22.89 74 10.88 13.80 -2.92 20.02 74 11.96 13.80 -1.84 19.52 74 12.96 13.80 -0.84 32.75 74 13.88 13.80 0.08 19.95 74 14.88 13.80 1.08 26.55 74 15.96 13.80 2.16 34.62 74 16.79 13.80 2.99 32.56 75 8.57 13.19 -4.62 21.37 75 9.60 13.19 -3.59 21.94 75 10.51 13.19 -2.68 28.35 75 11.51 13.19 -1.68 25.22 75 12.51 13.19 -0.68 23.59 75 14.65 13.19 1.46 29.03 75 15.51 13.19 2.32 29.40 76 9.60 11.64 -2.04 25.39 76 10.63 11.64 -1.01 21.45 76 11.55 11.64 -0.09 17.93 76 12.54 11.64 0.90 21.45 76 13.54 11.64 1.90 19.81 76 15.69 11.64 4.05 29.16 77 11.19 13.36 -2.17 24.45 77 13.16 13.36 -0.20 29.17 77 14.08 13.36 0.72 33.68 78 9.35 12.50 -3.15 36.31 78 10.32 12.50 -2.18 31.30 78 11.40 12.50 -1.10 33.92 78 12.32 12.50 -0.18 22.78 78 13.32 12.50 0.82 32.89 78 14.32 12.50 1.82 34.25 78 15.32 12.50 2.82 34.10 78 16.40 12.50 3.90 37.10 79 11.80 13.53 -1.73 36.94 79 12.77 13.53 -0.76 30.03 79 13.86 13.53 0.33 19.71 79 14.77 13.53 1.24 20.36 79 15.86 13.53 2.33 18.14 79 16.86 13.53 3.33 21.51 79 17.77 13.53 4.24 26.25 80 8.73 12.18 -3.45 24.22 80 10.60 12.18 -1.58 19.47 80 11.51 12.18 -0.67 23.20 80 12.51 12.18 0.33 24.43 80 13.51 12.18 1.33 33.34 80 14.42 12.18 2.24 36.70 80 15.42 12.18 3.24 35.36 80 16.16 12.18 3.98 42.45 81 9.94 11.70 -1.76 29.55 81 10.91 11.70 -0.79 26.41 81 12.00 11.70 0.30 29.21 81 12.86 11.70 1.16 33.43 81 13.91 11.70 2.21 33.20 81 15.69 11.70 3.99 32.58 82 9.32 12.00 -2.68 13.90 82 10.30 12.00 -1.70 15.24 82 11.39 12.00 -0.61 15.60 82 12.30 12.00 0.30 10.00 82 13.30 12.00 1.30 23.50 82 15.30 12.00 3.30 31.58 83 9.83 11.11 -1.28 26.37 83 10.82 11.11 -0.29 29.28 83 11.82 11.11 0.71 36.40 83 12.68 11.11 1.57 38.61 83 13.82 11.11 2.71 39.67 83 15.33 11.11 4.22 38.13 84 10.35 10.67 -0.32 13.51 84 11.30 10.67 0.63 22.92 84 12.30 10.67 1.63 32.87 84 13.30 10.67 2.63 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