In a study of potential effects of both climate and pollution on disease specific mortality between the years 2010-2020 a team of researchers studied the disease specific averaged weekly mortality

In a study of potential effects of both climate and pollution on disease specific mortality between the years 2010-2020 a team of researchers studied the disease specific averaged weekly mortality in Paris, France and the city’s local climate (temperature degrees Fahrenheit), size of pollutants and levels of noxious chemical emissions from cars and industry in the air – all measured at the same points between 2010-2020. All 5 series i.e. mortality, temperature, pollutants particle size and two chemical emissions (chem1, chem2) between 2010-2020 (508 time points) are given here in mort .csv You will use this data for the calculation of 4 weeks ahead forecasts for mortality. Your task is to give best 4 weeks ahead forecasts in terms of R squared, AIC, BIC, MASE etc (as is appropriate) for the mortality series. Provide the point forecasts and confidence intervals and corresponding plot for the most optimal model for each method used (DLM, ARDL, polyck, koyck, dynamic, exponential smoothing and state-space model). predictors are to be modelled i.e., use more than 1 predictor in regression type models, (i.e. multivariate). Point forecasts and confidence intervals should be reported along with appropriate graphs. Percentiles method for relevant covariates for the forecasts can be used. : Use MASE () function from the dLagM package to compute MASE for time series regression methods for model comparisons. Mort.csv mortality temp chem1 chem2 particle size 97.85 72.38 11.51 3.37 72.72 104.64 67.19 8.92 2.59 49.6 94.36 62.94 9.48 3.29 55.68 98.05 72.49 10.28 3.04 55.16 95.85 74.25 10.57 3.39 66.02 95.98 67.88 7.99 2.57 44.01 88.63 74.2 10.51 2.35 47.83 90.85 74.88 9.84 3.38 43.6 92.06 64.17 6.61 1.5 24.99 88.75 67.09 7.9 2.56 40.41 94.6 78.29 10.74 3.04 51.93 92.86 68.07 5.89 2.64 32.26 98.02 86.7 12.7 5.14 73.65 87.64 69.43 4.82 2.87 30.15 97.4 75.22 7.1 3.54 41.1 83.24 77.29 6.29 2.67 41.53 86.6 69.96 5.03 1.55 29.46 90.69 79.35 7.81 2.93 51.13 82.86 82.94 7.97 3.64 41.37 99.06 89.79 9.53 5.91 59.49 81 80.19 7.55 3.69 48.25 93.18 87.58 8.61 4.3 51.73 86.86 81.76 6.73 3.97 44.21 89.35 86.79 9.78 4.98 59.59 87.13 87.46 9.28 5.64 60.82 88.39 88.21 9.08 3.99 55.01 85.38 83.4 7.5 4.2 50.59 83.96 86.1 9.8 4.48 55.05 84.95 82.16 8.93 3.96 48 86.81 81.31 9.81 3.65 55.37 85.25 78.99 12.34 4.91 64.44 94.72 92.56 16.32 4.26 75 90.96 84.5 13.61 4.02 61.46 87.73 76.44 11.64 2.95 50.04 92.58 73.97 10.19 3.73 49.9 87.02 69.63 9.76 2.02 51.14 92.68 81.05 22.19 4.98 77.88 97.95 69.57 11.02 3.05 46.71 94.19 78.05 19.36 3.73 73.86 93.95 70.61 20.55 3.53 76.87 92.29 60.95 10.82 2.24 39.85 93.48 67.74 20.05 3.03 71.52 97.41 68.5 18.6 2.81 63.87 96.98 54.84 11.9 2 48.81 106.6 60.58 16.83 2.27 68.82 112.41 62.14 14.66 2.9 64.39 118.59 51.26 13.6 3.31 81.76 107.9 72.55 20.29 3.44 73.55 111.82 64.42 14.13 3.13 67.99 102.78 78.25 22.39 4.42 75.37 100.63 59.17 11.15 3.6 65.23 106.54 80.89 19.96 4.86 69.91 105.39 58.63 8.41 1.79 44.34 104.99 62.5 7.36 2.95 40.8 102.72 67.52 11.45 3.64 55.09 104.67 63.56 6.63 2.79 38.44 103.3 74.87 10.11 3.77 53.54 98.46 64.98 6.23 3.25 42.46 100.78 82.7 11.15 4.78 53.22 94.43 72.63 7.92 3.37 44.41 92.16 65.36 5.38 2.24 31.29 92.13 63.33 5.63 2 31.1 95.04 66.1 5.72 2.78 35.92 86.88 64.85 6.41 2.38 37.73 95.29 76.37 6.27 3.27 35 85.39 75.27 6.35 2.82 36.25 92.63 65.15 3.4 2.23 22.75 88.72 69.62 4.7 1.95 32.26 87.09 72.81 5.09 2.57 34.77 83.92 85.57 7.92 4.94 52.73 89.01 78.58 5.1 3.45 36.59 78.14 77.32 4.73 2.83 30.04 92.84 87.27 7.96 4.75 49.91 88.65 86.29 6.28 3.49 42.6 86.66 83.55 5.46 3.84 35.89 82.04 88.57 6.88 4.08 41.76 105.15 95.34 8.86 6.49 47.03 94.19 88.18 6.37 4.05 36.62 83.99 82.71 4.64 3.12 31.4 88.22 89.8 9.06 4.83 46.76 85.59 81.63 4.92 3.35 30.6 99.21 98.95 12.41 6.53 60.58 87.77 82.58 5.63 3.1 33.3 90.39 79.74 9.57 3.53 50.08 82.25 77.31 9.21 2.34 46.99 102.92 99.88 17.13 6.57 73.07 86.84 69.19 7.22 4.07 50.28 97.22 76.29 13.53 3.62 71.6 94.97 64.28 8.43 1.92 50.09 104.86 78.61 16.81 6.04 82.85 80.53 65.87 9.9 3.92 58.36 102.47 68.18 14.13 3.11 62.63 97.8 65.98 13.42 3.77 71.27 95.28 63.95 9.76 3.05 50.85 105.64 57.65 11.27 2.84 65.13 106.44 64.27 15.63 4.19 74.74 110.65 55.18 7.79 1.93 39.59 114.41 63.52 12.95 3.36 69.67 115.98 63.95 16.95 5.92 84.23 112.72 69.91 19.75 5.49 84.96 115.99 58.9 10.55 4.97 67.68 104.14 65.25 13.33 2.53 58.62 109.3 62.79 11.42 3.98 57.02 111.47 71.43 13.62 3.15 64.58 102.67 68.72 12.02 5.44 63.25 101.34 66.96 10.46 4.92 56.92 94.97 75.68 7.81 4.9 46.59 90.48 68.57 8.25 4.82 49.2 93.7 68.62 6.46 4.48 48.55 81.87 69.61 7.51 3.89 39.16 91.12 71.89 7.85 3.75 43.59 90.55 73.66 8.41 4.02 43.26 89.62 70.67 6.53 2.78 35.86 91.63 69.9 7.49 2.64 40.4 89.22 80.23 7.42 4.97 44.84 84.81 67.16 3.89 2.46 28.72 95 81.71 7.99 4.57 44.4 83.77 66.2 3.68 1.97 24.24 98.26 80.79 6.98 2.49 37.13 82.87 84.12 5.23 3.49 38.01 85.51 75.52 5.53 2.53 32.22 84.67 81.55 5.22 3.32 32.86 84.45 75.88 4.69 2.26 25.83 93.96 82.45 5.42 4.78 37.95 82.47 84.86 6.44 5.33 36.93 89.18 84.93 5.47 3.46 34.03 87.33 79.73 4.92 2.85 27.68 92.67 97.2 10.07 5.08 52.62 93.83 85.97 5.57 3.65 36.51 86.65 82 4.74 2.86 33.53 89.35 81.95 6.59 2.75 39.94 77.97 83.56 6.22 3.05 36.85 86.06 86.14 6.53 3.15 38.93 83.34 77.63 4.4 2.44 24.55 87.35 77.19 7.67 3.87 48.89 90.58 82.16 8.39 2.59 48.69 84.72 78.57 7.42 3.72 42.71 88.32 78.92 8.1 2.67 42.34 82.62 74.47 9.12 1.98 50.98 92.52 71.01 10.04 4.3 56.67 86.73 72.2 10.56 2.95 61.51 99.54 72.59 14.36 3.96 73.11 95.5 65.8 9.08 2.82 57.48 92.34 64.16 10.55 2.66 56.63 97.49 73.18 13.84 3.22 67.47 97.9 74.71 16.64 3.6 71.64 97.54 50.91 8.04 1.92 54.52 103.78 66.46 12.8 3.05 74.98 110.17 75.48 17.6 3.32 74.95 116.04 67.78 10.18 3.42 57.3 132.04 56.68 11.13 2.24 71.59 126.95 70.08 14.21 3.51 69.8 121.11 58.58 8.14 1.93 47.92 119.3 67.7 11.7 2.97 63.78 118.2 63.88 10.32 2.02 59.76 102.36 59.07 6.63 2.2 40.04 98.44 68.55 9.27 2.73 47.44 97.87 68.35 7.46 2.14 42.77 92.98 65.6 7.64 2.11 41.51 96.16 58.75 5.41 1.79 31.86 86.83 65.67 7.08 2.43 41.68 91.09 59.85 5.21 2.08 29.07 92.5 63.95 5.18 2.25 30.83 90.64 77.14 7.57 2.16 44.48 80.69 66.59 5.26 3.28 38.35 99.91 72.86 5.67 2.22 30.98 89.09 67.87 4.71 3.06 37.46 94.25 73.61 5.75 2.41 39.57 93.33 71.45 5.41 3.41 40.28 84.08 69.97 4 2.43 31.64 86.37 78.49 5.65 3.76 36.16 86.61 72.52 3.69 2.48 26.97 82.47 84.84 6.96 4.27 45.76 82.73 72.97 4.33 1.7 28.17 98.29 96.23 8.23 4.72 47.48 87.02 81.68 4.89 4.93 37.47 91.13 83.17 5.33 4.57 38.23 80.23 79.42 3.46 3.2 30.47 81.36 78.64 5.14 4.24 32.5 82.8 86.44 6.21 4.73 42.1 87.24 82.08 4.78 4.1 33.92 79.37 80.73 4.28 3.75 30.54 86.83 87.68 7.36 5.91 45.7 82 81.44 5.76 3.85 37.03 77.96 77.34 3.88 2.78 30.5 79.69 75.18 4.2 2.6 33.47 87.32 75.85 4.9 3.23 36.95 85.33 74.24 6.1 4.05 41.08 92.02 87.78 11.14 3.95 56.16 84.03 69.09 5.59 3.46 41.31 83.45 82.08 13.21 4.43 66.01 82.35 79.84 10.39 3.85 56.46 89.17 82.8 13.33 4.01 62.06 82.24 73.56 10.34 2.93 54.2 93.35 73.74 13.51 5.65 73.04 89.16 63.94 7.89 1.86 45.54 95.13 63.08 8.88 2.92 53.33 89.1 64.79 12.47 3.44 67.77 100.32 75.45 16.17 3.3 75.61 95.61 67.12 13.99 3.64 71.46 99.61 69.12 11.82 3.1 63.29 105.82 61.56 8.9 2.25 62.04 104.2 51.22 5.07 1.1 38.94 95.45 64.28 11.93 2.39 63.31 90.48 65.41 11.94 2.76 67.74 93.58 65.45 13.15 3.26 73.76 91.71 65.68 12.8 3.26 70.13 95.29 72.25 11.26 2.79 65.87 94.69 63.18 9.4 3.2 53.98 102.5 71.55 8.58 2.15 52.55 98.58 67.3 8.16 2.71 47.86 107.12 59.64 7.12 2 46.35 99.29 73.43 11 3.7 63.72 96.85 61.91 3.95 1.51 30.78 89.02 64.85 4.66 2.24 30.02 96.27 74.43 5.81 1.94 38.49 97.55 74.39 5.96 2.3 42.06 85.16 70.8 5.46 2.49 37.61 94.77 72.49 4.53 2.48 40.2 85.45 70.06 3.69 2.2 29.69 97.46 70.25 3.64 2.26 29.53 83.31 66.51 3.26 1.85 25.86 91.41 83.11 5.48 2.76 38.95 88.84 71.29 3.38 2.26 25.7 86.44 75.49 3.46 2.57 27.84 82.08 80.98 4.77 2.55 35.82 83.63 83.52 5.28 4.26 35.45 95.22 88.27 6.79 3.84 42.62 80.28 77.88 2.9 1.79 25.63 85.59 82.23 5.08 2.55 33.96 84.68 90.75 6.1 3.02 42.15 81.53 86.58 4.88 2.53 37.38 89.2 84.8 4.55 2.49 30.58 74.51 80.32 3.04 1.86 23.68 81.85 80.23 4.88 2.22 33.1 81.97 82.88 4.71 2.9 36.67 85.01 85 6.54 3.39 38.6 86.98 88.96 7.71 3.83 45.79 81.67 78.11 5.41 2.7 33.46 91.11 85.06 9.29 4.59 50.93 83.38 76.39 6.08 2.49 41.47 86.18 74.23 6.38 2.33 28.15 89.93 76.42 9.17 2.46 54.62 91.82 83.68 12.72 3.9 59.46 92.27 67.62 6.84 1.97 35.47 89.29 64.36 9.72 2.44 52.77 85.41 81.7 12.82 2.47 65.32 96.78 72.67 14 3.75 66.49 83.6 73.59 10.95 3.46 62.46 98.63 69.09 15.21 4.54 60.38 90.86 66.75 13.18 2.89 72.83 94.36 70.03 13.7 3.68 53.78 97.52 69.53 19.4 4.21 81.09 108.68 55.33 5.92 1.81 44.05 107.23 63.17 13 3.18 65.68 107.08 66 10.2 2.76 45.98 113.39 80.86 19.76 4.66 77.13 105.51 69.57 15.12 4.65 69.77 111.9 54.85 8.72 1.85 51.34 110.44 64.21 10.06 3.22 43.97 95.42 62.12 9.13 2.8 45.11 97.78 66.21 9 2.43 49.49 90.38 69.77 13.78 6.06 68.46 86.89 60.84 6.19 1.85 32.69 91.59 59.44 8 2.16 35.97 85.51 65.65 7.33 2.7 40.71 88.16 64.09 5.23 2.05 27.56 87.03 60.63 7.59 2 38.52 88.61 60.19 4.46 1.5 24.95 96.96 63.92 5.71 2.72 28.94 80.03 66.83 4.82 2.19 27.64 80.53 69.48 5.09 2.51 34.4 76.46 74.17 6.37 3.09 38.51 78.85 69.29 4.07 2.15 27.59 87.03 70.86 5.14 2.45 27.26 82.27 75.34 4 2.68 30.53 78.92 72.66 4.7 2.28 28.93 72.75 74.91 4.27 2.35 31.07 77.75 70.17 4.34 1.73 21.8 83.79 81.41 6.47 3.27 39.47 82.13 82.03 5.44 2.39 32.09 76.42 85.76 5 3.43 38.39 74.58 78.54 3.02 1.88 24.72 79.61 84.44 4.64 3.34 36.54 76.52 82.87 4.35 2.76 33.27 79.27 86.52 6.5 4.28 42.32 74.7 77.5 2.84 2.41 24.6 75.49 81.72 5.43 2.88 34.57 82.82 82.61 6.4 3.06 42.28 80.29 83.09 5.99 4.01 42.04 80.05 75.74 5.01 2.23 32.93 78.64 92.27 9.58 3.52 55.42 79.4 86.41 7.11 3.13 47.8 71.02 83.03 7.47 3.86 49.69 73.55 73.16 5.38 1.72 32.25 79.6 78.82 10.7 2.76 62.39 85.08 70.51 6.12 1.77 39.47 90.14 76.06 13.51 3.88 71.81 82.26 71.35 11.26 3.65 66.09 86.75 76.99 13.05 3.64 66.65 90.11 72.96 12.92 3.18 87.02 94.86 66.78 9.77 2.3 70.08 89.68 74.69 14.1 4.12 75.04 90.16 64.15 9.17 2.75 57.53 85.73 67.28 16.03 4.6 86.54 96.82 70.73 12.35 3.13 74.91 100.37 63.84 9.87 2.48 65.11 93.43 68.01 13.86 3.62 77.79 94.12 84.19 14.4 3.5 68.15 89.26 71.08 9.67 2.76 56.86 91.81 81.45 14.67 4.33 72.82 97.4 56.52 4.61 1.2 28.88 102.71 66.95 8.59 1.9 46.97 101.94 68.92 7.8 1.74 46.06 97.4 68.9 7.69 2.81 45.68 96.12 58.7 5.55 1.4 34.93 105.45 68.56 7.4 2.91 42.69 94.34 77.03 8.3 3.77 49.61 92.51 74.53 6.15 1.86 34.81 88.47 65.47 5.37 1.78 32.69 85.47 63.42 4.86 1.39 37.25 85.7 65.54 4.96 1.51 30.87 84.48 72.34 4.84 1.52 33.85 85.63 75.18 5.14 2.89 37.26 79.67 69.01 3.99 1.54 30.77 80.78 81.77 5.87 3.55 41.64 74.58 72.28 3.63 1.19 24.47 76.32 71.28 3.52 1.74 27.11 80.37 75.07 4.66 1.57 26.35 83.3 75.16 4.86 1.63 31.02 82.98 81.58 4.86 2.29 31.12 91.34 97.05 7.93 3.61 51.07 78.57 82.14 4.06 2.35 31.41 76.68 86.48 5.54 3.1 38.8 76.47 76.96 2.91 1.27 20.25 73.66 82.26 5.43 3.02 39.55 78.61 79.43 3.75 1.95 24.78 83.4 81.49 5.45 2.16 34.29 71.96 79.63 5.11 2.04 28.97 77.17 79.22 4.4 1.69 23.49 72.38 89.34 7.67 3.61 43.61 79.52 88.24 5.69 2.85 35.53 72.05 80.14 6.78 1.68 37.07 75.86 73.39 4.72 1.73 26.8 74.32 76.39 5.14 1.56 32.85 77.7 76.47 5.01 1.49 32.26 82.99 91.3 10.36 2.92 62.64 77.79 77.99 6.65 2.43 46.12 77.42 76.1 6.31 1.45 39.81 85.55 78.61 10.15 2.75 58.6 85.33 92.59 14.91 3 62.88 82.16 68.47 8.7 2.51 55.21 83.74 81.56 14.29 3.6 70.06 84.4 67.83 10.36 2.78 68.84 90.32 76.99 13.92 3 72.52 82.74 73.07 14.02 3.13 76.28 91.5 74.46 13.48 2.91 70.51 96.23 70.52 12.89 2.72 82.92 92.9 61.91 9.29 2.42 59.98 92.3 57.1 7.3 1.67 49.06 91.76 71.27 12.41 2.81 73.6 92.34 71.62 10.19 3.52 66.53 78.91 67.98 8.98 2.63 58.9 88.06 71.32 11.19 3.33 73.23 81.91 79.33 11.16 3.73 63.09 79.68 77.07 10.06 4.07 59.88 83.2 64.14 5.25 1.07 38.2 84.05 70.01 7.39 1.85 50.47 85.8 67.66 6.24 2.12 42.62 84.39 64.96 6.11 2.03 43.78 91.74 64.32 4.61 1.6 32.37 90.65 64.39 5.49 1.69 38.38 89.67 72.46 5.12 2.77 38.56 86.24 69.26 3.7 2.43 29.4 91.46 79.96 6.82 3.78 42.67 83.3 72.32 3.36 2.33 26.34 83.05 65.33 3.61 1.46 25.97 74.14 63.72 3.84 1.26 25.43 90.12 72.99 4.21 2.43 31.87 83.84 70.59 3.77 1.92 24.29 79.94 82.12 4.63 4.19 39.16 74.65 71.94 3.3 1.69 25.12 77.89 77.99 4.04 2.21 29.09 78.06 79.02 3.81 3.24 44.28 74.96 83.07 3.91 2.75 30.82 77.9 81.49 4.25 3.03 35.48 73.65 82.91 3.79 3.18 32 79.32 87.11 4.66 3.13 42.21 82.91 92.02 6.78 3.56 50.72 79.48 85.54 4.18 2.78 35.68 73.21 84.15 5.39 3.27 42.33 76.46 82.93 5.74 2.76 38.64 73.76 81.01 4.1 2.27 31.34 68.11 82.98 4.89 2.18 35.67 76.53 86.47 6.11 3.48 46.25 68.46 73.07 4.54 1.36 28.99 72.84 78.81 5.64 2.29 40.95 79.92 78.61 6.85 2.35 43.52 73.26 83.8 8.85 2.92 55.96 79.55 80.63 7.74 3.24 62.68 77.02 75.79 8.04 2.24 55.11 78.39 76.87 10.01 2.94 58.2 81.86 75.78 8.65 1.91 46.54 88.2 78.31 12.47 3.14 70.18 75.69 70.57 10.97 2.94 63.47 88.85 83.35 10.48 2.19 54.2 82.52 79.17 14.92 4.51 79.33 87.44 69.94 13.49 4.16 84.63 82.91 66.75 10.22 2.87 61.3 92.84 66.62 6.3 1.12 45.23 91.85 62.94 8.14 1.67 49.39 89.82 64.65 9.58 1.29 55.44 96.84 63.45 8.65 1.54 52.89 99.56 63.91 8.19 1.76 49.81 105.1 69.26 11.06 3.03 70.13 95.7 68.55 8.57 2.29 51.2 93.46 59.6 5.77 1.17 33.42 99.27 68.71 7.66 1.75 51.38 90.39 68.35 7.32 2.36 44.75 85.85 63.91 4.99 1.12 29.73 86.69 64.59 6.03 1.86 40.61 92.94 78.16 6.54 2 38.54 86.63 71.89 5.82 2.22 33.52 89.78 68.35 4.22 1.84 27.99 83.22 65.57 4.94 2.09 33.03 86.04 65.92 3.56 1.91 28.45 81.53 71.91 4.97 2.51 34.62 77.46 68.16 3.89 2.09 28.5 76.63 73.9 4.47 2.1 36.68 82.09 83.73 5.26 3.28 38.51 81.22 79.38 4.39 2.53 36.46 70.96 78.17 4.39 2.38 31.67 80.17 77.3 3.65 1.79 29.37 78.48 83.43 4.48 2.69 45.1 76.8 83.93 4.84 2.21 37.34 77.63 87.74 5.1 2.64 40.83 74.31 77.66 3.28 1.85 26.23 76.3 80.67 3.88 2.07 41.39 85.97 91.38 5.49 3.34 54.79 73.07 83.42 5.03 2.83 48.53 76.29 86.22 4.84 2.43 49.52 75.21 86.73 4.15 2.44 48.24 79.18 83.13 3.56 1.42 38.98 78.25 82.4 4.69 2.47 48.3 77.24 81.07 5.21 2.09 50.38 81.55 86.72 4.51 2.99 46.98 75.46 79.65 4.99 1.58 37.37 76.86 73.96 3.88 1.52 33.96 88.43 97.15 8.84 1.78 42 92.93 91.51 8.61 3.19 83.31 77.65 80.58 5.52 1.76 56.31 78.74 86.14 10.58 3.22 80.37 73.63 77.45 7 1.66 44.22 82.11 74.57 7.42 2.26 56.81 80.81 77.18 11.23 2.43 65.55 84.34 65.59 7.58 1.86 54.19 83.48 67.1 11.33 2.39 59 76.4 62.08 6.25 1.25 34.21 92.77 67.25 12.28 2.53 70.47 88.09 61.28 8.23 1.74 45.77 96.2 68.06 12.34 2.36 58.69 100.28 61.26 11.95 3.13 68.59 107.58 62.92 10.19 2.39 69.01 93.73 64.12 8.85 1.89 41.98 87.33 62.73 7.62 1.59 57.91 88.11 60.33 8.52 1.42 40.87 88.07 58.26 7.85 1.65 49.12 100.81 56.32 5.12 1.12 36.65 95.52 70.43 12.87 4.03 97.94 91.14 61.93 6.76 1.53 40.38 85.67 62.81 5.89 1.41 41.46 88.24 66.1 6.69 1.48 52.88 88.61 76.3 7.13 2.31 66.78 85.64 58.65 4.22 1.24 33.82 87.29 64.99 4.96 1.38 36.4 83.92 66.89 4.23 1.33 35.32 89.15 72.41 4.27 1.42 41.24 87.61 72.35 4.88 1.56 37.87 81.99 71.47 4.83 1.93 45.54 84.86 74.14 4.23 1.51 37.26 81.17 65.76 3.08 1.16 35.95 87.33 83.13 4.91 1.39 42.48 86.4 73.7 3.17 1.62 42.84 85.9 76.09 3.75 1.29 34.24 79.01 69.63 2.8 0.86 37.36 83.49 86.79 4.83 1.59 39.51 87.88 86.49 4.32 1.9 54.25 74.94 78.49 3.63 1.6 37.89 80.32 84.7 4.97 2.01 48.03 81.75 80.75 3.82 1.79 43.51 78.68 84.53 4.12 1.9 48.69 74.62 85.34 4.47 2.08 54.48 74.16 83.88 4.02 2.28 49.22 71.5 84.91 4.26 2.23 50.34 75.89 84.63 4.94 2.31 55.97 74.89 78.23 2.52 1.5 35.5 77.36 86.6 6.06 2.31 62.81 73.63 79.98 3.5 1.65 38.61 81.17 90.93 5.8 2.55 63.6 83.91 93.43 8.37 2.83 57.53 82.36 90.16 6.6 2.05 54.97 79.74 80.38 4.34 1.57 47.22 73.46 82.37 7.75 2.28 69.14 79.03 75.35 4.74 1.72 42.17 76.56 72.29 5.76 1.49 45.59 78.52 75.68 8.45 1.89 70.72 89.43 73.33 8.24 1.63 57.58 85.49 70.52 8.01 1.58 62.61

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