Data and Probability Distributions
nanabs10
HW1data_analysis.xlsxConcrete Data
| region | cement | slag | ash | water | superplastic | coarseagg | fineagg | air ent admix | strength |
| midwest | 331 | 0 | 0 | 192 | 0 | 879 | 825 | 3 | 13.52 |
| midwest | 154 | 174 | 185 | 228 | 7 | 845 | 612 | 28 | 24.34 |
| midwest | 236.9 | 91.7 | 71.5 | 246.9 | 6 | 852.9 | 695.4 | 28 | 28.63 |
| midwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 3 | 2.33 |
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 7 | 32.82 |
| midwest | 184 | 86 | 190 | 213 | 6 | 923 | 623 | 28 | 22.93 |
| midwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 7 | 7.72 |
| midwest | 170.3 | 155.5 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 7 | 10.73 |
| midwest | 155 | 0 | 143 | 193 | 9 | 877 | 868 | 28 | 9.74 |
| midwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 3 | 6.81 |
| midwest | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 7 | 7.68 |
| midwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 3 | 8.2 |
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 28 | 36.45 |
| midwest | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 3 | 6.9 |
| midwest | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 7 | 24.13 |
| midwest | 299.8 | 0 | 119.8 | 211.5 | 9.9 | 878.2 | 727.6 | 28 | 23.84 |
| midwest | 144.8 | 0 | 133.6 | 180.8 | 11.1 | 979.5 | 811.5 | 28 | 13.2 |
| midwest | 151.6 | 0 | 111.9 | 184.4 | 7.9 | 992 | 815.9 | 28 | 12.18 |
| midwest | 152 | 0 | 112 | 184 | 8 | 992 | 816 | 28 | 12.18 |
| midwest | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 3 | 9.73 |
| midwest | 149 | 153 | 194 | 192 | 8 | 935 | 623 | 28 | 24.58 |
| midwest | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 14 | 12.84 |
| midwest | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 3 | 11.41 |
| midwest | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 7 | 13.66 |
| midwest | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 3 | 9.69 |
| midwest | 170.3 | 155.5 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 28 | 25.73 |
| midwest | 140 | 133 | 103 | 200 | 7 | 916 | 753 | 28 | 36.44 |
| midwest | 164 | 163 | 128 | 197 | 8 | 961 | 641 | 28 | 27.23 |
| midwest | 139.9 | 132.6 | 103.3 | 200.3 | 7.4 | 916 | 753.4 | 28 | 36.44 |
| midwest | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 3 | 9.56 |
| midwest | 149 | 139 | 109 | 193 | 6 | 892 | 780 | 28 | 23.69 |
| midwest | 150.9 | 0 | 183.9 | 166.6 | 11.6 | 991.2 | 772.2 | 28 | 15.57 |
| midwest | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 28 | 24.05 |
| midwest | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 28 | 17.28 |
| midwest | 143.7 | 170.2 | 132.6 | 191.6 | 8.5 | 814.1 | 805.3 | 28 | 29.87 |
| midwest | 272.6 | 0 | 89.6 | 198.7 | 10.6 | 931.3 | 762.2 | 28 | 32.25 |
| midwest | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 7 | 16.89 |
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 3 | 14.14 |
| midwest | 273 | 0 | 90 | 199 | 11 | 931 | 762 | 28 | 32.24 |
| midwest | 167 | 187 | 195 | 185 | 7 | 898 | 636 | 28 | 23.89 |
| midwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 14 | 21.26 |
| midwest | 272.8 | 105.1 | 81.8 | 209.7 | 9 | 904 | 679.7 | 28 | 37.17 |
| midwest | 273 | 105 | 82 | 210 | 9 | 904 | 680 | 28 | 37.17 |
| midwest | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 7 | 23.4 |
| midwest | 155 | 183 | 0 | 193 | 9 | 1047 | 697 | 28 | 18.28 |
| midwest | 326.5 | 0 | 137.9 | 199 | 10.8 | 801.1 | 792.5 | 28 | 38.63 |
| midwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 28 | 29.89 |
| midwest | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 28 | 27.53 |
| midwest | 326 | 0 | 138 | 199 | 11 | 801 | 792 | 28 | 40.68 |
| midwest | 148.1 | 0 | 136.6 | 158.1 | 16.1 | 1001.8 | 830.1 | 28 | 17.96 |
| midwest | 148 | 0 | 137 | 158 | 16 | 1002 | 830 | 28 | 17.95 |
| midwest | 154.8 | 183.4 | 0 | 193.3 | 9.1 | 877.2 | 867.7 | 28 | 23.79 |
| midwest | 145 | 116 | 119 | 184 | 5.7 | 833 | 880 | 28 | 29.16 |
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 7 | 25.89 |
| midwest | 153.1 | 145 | 113 | 178.5 | 8 | 1001.9 | 688.7 | 28 | 25.56 |
| midwest | 145.9 | 230.5 | 0 | 202.5 | 3.4 | 827 | 871.8 | 28 | 32.72 |
| midwest | 304 | 140 | 0 | 214 | 6 | 895 | 722 | 28 | 33.42 |
| midwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 3 | 10.38 |
| midwest | 252.1 | 97.1 | 75.6 | 193.8 | 8.3 | 835.5 | 821.4 | 28 | 33.4 |
| midwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 90 | 47.03 |
| midwest | 132 | 207 | 161 | 179 | 5 | 867 | 736 | 28 | 33.3 |
| midwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 3 | 10.03 |
| midwest | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 90 | 50.46 |
| midwest | 393 | 0 | 0 | 192 | 0 | 940 | 758 | 28 | 39.58 |
| midwest | 252 | 0 | 0 | 186 | 0 | 1111 | 784 | 7 | 11.47 |
| midwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 90 | 33.12 |
| midwest | 152.7 | 144.7 | 0 | 178.1 | 8 | 999.7 | 822.2 | 28 | 19.01 |
| midwest | 153 | 145 | 0 | 178 | 8 | 1000 | 822 | 28 | 19.01 |
| midwest | 265 | 111 | 86 | 195 | 6 | 833 | 790 | 28 | 41.54 |
| midwest | 255.3 | 98.8 | 77 | 188.6 | 6.5 | 919 | 749.3 | 28 | 33.8 |
| midwest | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 28 | 36.96 |
| midwest | 151.8 | 178.1 | 138.7 | 167.5 | 18.3 | 944 | 694.6 | 28 | 36.35 |
| midwest | 145.7 | 172.6 | 0 | 181.9 | 3.4 | 985.8 | 816.8 | 28 | 23.74 |
| midwest | 152 | 178 | 139 | 168 | 18 | 944 | 695 | 28 | 36.35 |
| midwest | 516 | 0 | 0 | 162 | 8.3 | 801 | 802 | 28 | 41.37 |
| midwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 28 | 31.35 |
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 90 | 40.56 |
| midwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 90 | 42.23 |
| midwest | 298 | 0 | 107 | 186 | 6 | 879 | 815 | 28 | 42.64 |
| midwest | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 7 | 34.57 |
| midwest | 141.9 | 166.6 | 129.7 | 173.5 | 10.9 | 882.6 | 785.3 | 28 | 44.61 |
| midwest | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 28 | 33.66 |
| midwest | 298 | 137 | 107 | 201 | 6 | 878 | 655 | 28 | 53.52 |
| midwest | 200 | 0 | 0 | 180 | 0 | 1125 | 845 | 7 | 7.84 |
| midwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 3 | 11.58 |
| midwest | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 28 | 32.88 |
| midwest | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 56 | 44.52 |
| midwest | 160 | 128 | 122 | 182 | 6.4 | 824 | 879 | 28 | 39.4 |
| midwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 14 | 20.08 |
| midwest | 250 | 0 | 0 | 182 | 0 | 1100 | 820 | 7 | 12.73 |
| midwest | 166 | 259.7 | 0 | 183.2 | 12.7 | 858.8 | 826.8 | 28 | 37.92 |
| midwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 3 | 13.82 |
| midwest | 158.8 | 238.2 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 7 | 9.62 |
| midwest | 135.7 | 203.5 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 7 | 7.51 |
| midwest | 275 | 0 | 0 | 183 | 0 | 1088 | 808 | 7 | 14.2 |
| midwest | 156 | 243 | 0 | 180 | 11 | 1022 | 698 | 28 | 37.36 |
| midwest | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 28 | 41.68 |
| midwest | 266 | 112 | 87 | 178 | 10 | 910 | 745 | 28 | 39.42 |
| midwest | 339.2 | 0 | 0 | 185.7 | 0 | 1069.2 | 754.3 | 7 | 21.18 |
| midwest | 325 | 0 | 0 | 184 | 0 | 1063 | 783 | 7 | 17.54 |
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 28 | 43.38 |
| midwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 90 | 29.23 |
| midwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 28 | 22.84 |
| midwest | 313.8 | 0 | 112.6 | 169.9 | 10.1 | 925.3 | 782.9 | 28 | 38.46 |
| midwest | 289 | 133.7 | 0 | 194.9 | 5.5 | 924.1 | 760.1 | 28 | 46.25 |
| midwest | 252.5 | 0 | 0 | 185.7 | 0 | 1111.6 | 784.3 | 28 | 19.77 |
| midwest | 350 | 0 | 0 | 186 | 0 | 1050 | 770 | 7 | 20.28 |
| midwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 3 | 19.42 |
| midwest | 382 | 0 | 0 | 185 | 0 | 1047 | 739 | 7 | 24 |
| midwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 28 | 31.45 |
| midwest | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 3 | 14.31 |
| midwest | 181.9 | 272.8 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 7 | 12.37 |
| midwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 14 | 24.66 |
| midwest | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 14 | 24.43 |
| midwest | 186.2 | 124.1 | 0 | 185.7 | 0 | 1083.4 | 764.3 | 28 | 17.6 |
| midwest | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 90 | 25.46 |
| midwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 14 | 20.92 |
| midwest | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 28 | 43.94 |
| midwest | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 3 | 13.18 |
| midwest | 314 | 145.3 | 113.2 | 178.9 | 8 | 869.1 | 690.2 | 28 | 46.23 |
| midwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 90 | 21.86 |
| midwest | 296 | 0 | 0 | 186 | 0 | 1090 | 769 | 28 | 25.18 |
| midwest | 281 | 0 | 0 | 185 | 0 | 1104 | 774 | 28 | 22.44 |
| midwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 14 | 21.6 |
| midwest | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 90 | 21.95 |
| midwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 14 | 24.92 |
| midwest | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 3 | 12.45 |
| midwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 3 | 18 |
| midwest | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 28 | 21.54 |
| midwest | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 90 | 26.94 |
| midwest | 288 | 121 | 0 | 177 | 7 | 908 | 829 | 28 | 42.13 |
| midwest | 331 | 170 | 0 | 195 | 8 | 811 | 802 | 28 | 56.61 |
| midwest | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 14 | 19.42 |
| midwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 3 | 17.57 |
| midwest | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 3 | 8.06 |
| midwest | 322.5 | 148.6 | 0 | 185.8 | 8.5 | 951 | 709.5 | 28 | 52.43 |
| midwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 14 | 29.55 |
| midwest | 135.7 | 203.5 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 28 | 18.2 |
| midwest | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 90 | 32.1 |
| midwest | 220.8 | 147.2 | 0 | 185.7 | 0 | 1055 | 744.3 | 28 | 25.75 |
| midwest | 339 | 0 | 0 | 185 | 0 | 1069 | 754 | 28 | 31.84 |
| midwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 14 | 31.81 |
| midwest | 300 | 0 | 0 | 184 | 0 | 1075 | 795 | 28 | 26.85 |
| midwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 14 | 16.88 |
| midwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 14 | 24.28 |
| midwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 3 | 14.99 |
| midwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 14 | 34.24 |
| midwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806.9 | 3 | 15.05 |
| midwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 3 | 15.36 |
| midwest | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 14 | 33.01 |
| midwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 3 | 22.5 |
| midwest | 382 | 0 | 0 | 185 | 0 | 1047 | 739 | 28 | 37.42 |
| midwest | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 14 | 23.51 |
| midwest | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 14 | 24.99 |
| midwest | 310 | 142.8 | 0 | 167.9 | 10 | 914.3 | 804 | 28 | 45.3 |
| midwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 3 | 15.87 |
| midwest | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 14 | 29.75 |
| midwest | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 28 | 31.27 |
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 3 | 23.35 |
| midwest | 424 | 22 | 132 | 178 | 8.5 | 882 | 750 | 3 | 32.01 |
| midwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 14 | 26.31 |
| midwest | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 56 | 28.63 |
| midwest | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 28 | 26.4 |
| midwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 3 | 28.3 |
| midwest | 325.6 | 166.4 | 0 | 174 | 8.9 | 881.6 | 790 | 28 | 61.24 |
| midwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 100 | 46.93 |
| midwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 28 | 37.27 |
| midwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 100 | 48.7 |
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 3 | 35.36 |
| midwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 3 | 21.02 |
| midwest | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 56 | 36.97 |
| midwest | 285 | 190 | 0 | 163 | 7.6 | 1031 | 685 | 28 | 53.58 |
| midwest | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 90 | 47.78 |
| midwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 90 | 34.68 |
| midwest | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 28 | 44.64 |
| midwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 56 | 34.2 |
| midwest | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 3 | 39.3 |
| midwest | 356 | 119 | 0 | 160 | 9 | 1061 | 657 | 28 | 59 |
| midwest | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 28 | 47.4 |
| midwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 56 | 38.33 |
| midwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 100 | 42.62 |
| midwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 28 | 34.74 |
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 90 | 54.6 |
| midwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 28 | 39.94 |
| midwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 90 | 38.07 |
| midwest | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 3 | 25.12 |
| midwest | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 56 | 74.36 |
| midwest | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 56 | 31.72 |
| midwest | 424 | 22 | 132 | 178 | 8.5 | 822 | 750 | 56 | 65.7 |
| midwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 7 | 22.9 |
| midwest | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 90 | 50.73 |
| midwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 56 | 39.27 |
| midwest | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 90 | 50.53 |
| midwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 14 | 33.36 |
| midwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 3 | 28.1 |
| midwest | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 56 | 42.7 |
| midwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 3 | 28.6 |
| midwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 56 | 36.56 |
| midwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 100 | 35.34 |
| midwest | 200 | 200 | 0 | 190 | 0 | 1145 | 660 | 28 | 49.25 |
| midwest | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 28 | 48.28 |
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 28 | 44.42 |
| midwest | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 7 | 33.49 |
| midwest | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 3 | 33.4 |
| midwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 56 | 37.27 |
| midwest | 446 | 24 | 79 | 162 | 10.3 | 967 | 712 | 28 | 53.39 |
| midwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 56 | 50.77 |
| midwest | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 56 | 51.96 |
| midwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 3 | 25.51 |
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 3 | 33.8 |
| midwest | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 56 | 45.08 |
| midwest | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 3 | 34.77 |
| midwest | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 100 | 27.63 |
| midwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 56 | 42.55 |
| midwest | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 3 | 40.6 |
| midwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 100 | 40.71 |
| midwest | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 3 | 41.3 |
| midwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 56 | 42.03 |
| midwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 7 | 47.1 |
| midwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 7 | 46.8 |
| midwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 3 | 41.64 |
| midwest | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 28 | 55.51 |
| midwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 100 | 45.37 |
| midwest | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 28 | 59.8 |
| midwest | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 100 | 56.63 |
| midwest | 450.1 | 50 | 0 | 200 | 3 | 1124.4 | 613.2 | 28 | 39.38 |
| midwest | 446 | 24 | 79 | 162 | 10.3 | 967 | 712 | 56 | 54.77 |
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 56 | 55.25 |
| midwest | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 28 | 68.3 |
| midwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 100 | 44.28 |
| midwest | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 28 | 55.55 |
| midwest | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 100 | 49.97 |
| midwest | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 28 | 46.68 |
| midwest | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 28 | 60.29 |
| midwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 28 | 46.68 |
| midwest | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 28 | 50.24 |
| midwest | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 56 | 71.7 |
| midwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 100 | 54.38 |
| midwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 100 | 42.92 |
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 28 | 55.94 |
| midwest | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 100 | 47.82 |
| midwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 56 | 66.82 |
| midwest | 355 | 19 | 97 | 145 | 13.1 | 967 | 871 | 28 | 44.03 |
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 100 | 41.15 |
| midwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 100 | 51.06 |
| midwest | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 100 | 55.64 |
| midwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 56 | 47.97 |
| midwest | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 56 | 64.3 |
| midwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 100 | 45.37 |
| midwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 56 | 64.9 |
| midwest | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 56 | 58.8 |
| midwest | 522 | 0 | 0 | 146 | 0 | 896 | 896 | 28 | 74.99 |
| midwest | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 91 | 73.3 |
| midwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 91 | 67.8 |
| midwest | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 91 | 74.19 |
| midwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 91 | 56.5 |
| midwest | 315 | 137 | 0 | 145 | 5.9 | 1130 | 745 | 28 | 81.75 |
| midwest | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 91 | 68.1 |
| midwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 91 | 79.3 |
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 90 | 58.78 |
| midwest | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 100 | 44.21 |
| midwest | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 100 | 52.52 |
| midwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 100 | 52.91 |
| midwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 100 | 55.26 |
| midwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 100 | 51.04 |
| midwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 100 | 33.7 |
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 100 | 61.92 |
| midwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 100 | 38.11 |
| midwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 100 | 41.24 |
| midwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 100 | 55.16 |
| northeast | 139.7 | 163.9 | 127.7 | 236.7 | 5.8 | 868.6 | 655.6 | 28 | 35.23 |
| northeast | 154 | 144 | 112 | 220 | 10 | 923 | 658 | 28 | 16.5 |
| northeast | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 7 | 35.08 |
| northeast | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 3 | 3.32 |
| northeast | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 3 | 4.57 |
| northeast | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 7 | 10.79 |
| northeast | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 3 | 6.94 |
| northeast | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 28 | 39.29 |
| northeast | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 3 | 11.65 |
| northeast | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 3 | 11.36 |
| northeast | 160.2 | 188 | 146.4 | 203.2 | 11.3 | 828.7 | 709.7 | 28 | 35.31 |
| northeast | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 7 | 20.97 |
| northeast | 155 | 184 | 143 | 194 | 9 | 880 | 699 | 28 | 28.99 |
| northeast | 144 | 170 | 133 | 192 | 8 | 814 | 805 | 28 | 29.87 |
| northeast | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 28 | 17.96 |
| northeast | 317.9 | 0 | 126.5 | 209.7 | 5.7 | 860.5 | 736.6 | 28 | 40.06 |
| northeast | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 14 | 27.04 |
| northeast | 304.8 | 0 | 99.6 | 196 | 9.8 | 959.4 | 705.2 | 28 | 30.12 |
| northeast | 155 | 183 | 0 | 193 | 9 | 877 | 868 | 28 | 23.79 |
| northeast | 162 | 190 | 148 | 179 | 19 | 838 | 741 | 28 | 33.76 |
| northeast | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 3 | 9.13 |
| northeast | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 3 | 24.4 |
| northeast | 261.9 | 110.5 | 86.1 | 195.4 | 5 | 895.2 | 732.6 | 28 | 33.72 |
| northeast | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 7 | 16.26 |
| northeast | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 90 | 52.91 |
| northeast | 264.5 | 111 | 86.5 | 195.5 | 5.9 | 832.6 | 790.4 | 28 | 41.54 |
| northeast | 480 | 0 | 0 | 192 | 0 | 936 | 721 | 3 | 24.39 |
| northeast | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 28 | 27.34 |
| northeast | 321.4 | 0 | 127.9 | 182.5 | 11.5 | 870.1 | 779.7 | 28 | 37.27 |
| northeast | 146 | 173 | 0 | 182 | 3 | 986 | 817 | 28 | 23.74 |
| northeast | 296 | 0 | 0 | 192 | 0 | 1085 | 765 | 7 | 14.2 |
| northeast | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 3 | 10.76 |
| northeast | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 3 | 17.22 |
| northeast | 295 | 0 | 0 | 185 | 0 | 1069 | 769 | 28 | 25.18 |
| northeast | 149.5 | 236 | 0 | 175.8 | 12.6 | 846.8 | 892.7 | 28 | 32.96 |
| northeast | 266.2 | 112.3 | 87.5 | 177.9 | 10.4 | 909.7 | 744.5 | 28 | 39.42 |
| northeast | 238.1 | 0 | 0 | 185.7 | 0 | 1118.8 | 789.3 | 28 | 17.58 |
| northeast | 252 | 0 | 0 | 185 | 0 | 1111 | 784 | 28 | 19.69 |
| northeast | 314 | 0 | 113 | 170 | 10 | 925 | 783 | 28 | 38.46 |
| northeast | 289 | 134 | 0 | 195 | 6 | 924 | 760 | 28 | 46.24 |
| northeast | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 28 | 28.02 |
| northeast | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 56 | 23.25 |
| northeast | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 28 | 39.32 |
| northeast | 296 | 0 | 0 | 192 | 0 | 1085 | 765 | 28 | 21.65 |
| northeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 3 | 7.4 |
| northeast | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 7 | 17.44 |
| northeast | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 14 | 29.93 |
| northeast | 160 | 250 | 0 | 168 | 12 | 1049 | 688 | 28 | 39.45 |
| northeast | 193.5 | 290.2 | 0 | 185.7 | 0 | 998.2 | 704.3 | 7 | 17.2 |
| northeast | 259.9 | 100.6 | 78.4 | 170.6 | 10.4 | 935.7 | 762.9 | 28 | 49.77 |
| northeast | 225 | 0 | 0 | 181 | 0 | 1113 | 833 | 28 | 17.34 |
| northeast | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 3 | 29.55 |
| northeast | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 28 | 27.83 |
| northeast | 288.4 | 121 | 0 | 177.4 | 7 | 907.9 | 829.5 | 28 | 42.14 |
| northeast | 279.8 | 128.9 | 100.4 | 172.4 | 9.5 | 825.1 | 804.9 | 28 | 52.83 |
| northeast | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 90 | 32.92 |
| northeast | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 28 | 24.89 |
| northeast | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 14 | 38.6 |
| northeast | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 14 | 32.9 |
| northeast | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 3 | 21.29 |
| northeast | 210.7 | 316.1 | 0 | 185.7 | 0 | 977 | 689.3 | 7 | 21.82 |
| northeast | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 14 | 26.77 |
| northeast | 321.3 | 164.2 | 0 | 190.5 | 4.6 | 870 | 774 | 28 | 57.22 |
| northeast | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 3 | 19.52 |
| northeast | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 28 | 32.66 |
| northeast | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 90 | 32.07 |
| northeast | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 28 | 31.97 |
| northeast | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 7 | 14.59 |
| northeast | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 14 | 29.59 |
| northeast | 350 | 0 | 0 | 186 | 0 | 1050 | 770 | 28 | 34.29 |
| northeast | 382 | 0 | 0 | 186 | 0 | 1047 | 739 | 28 | 37.42 |
| northeast | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 14 | 30.39 |
| northeast | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 7 | 9.01 |
| northeast | 397 | 0 | 0 | 185 | 0 | 1040 | 734 | 28 | 39.09 |
| northeast | 400 | 0 | 0 | 187 | 0 | 1025 | 745 | 28 | 43.7 |
| northeast | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 28 | 37.81 |
| northeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 3 | 25.02 |
| northeast | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 90 | 47.71 |
| northeast | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 28 | 33.73 |
| northeast | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 28 | 52.2 |
| northeast | 290.2 | 193.5 | 0 | 185.7 | 0 | 998.2 | 704.3 | 28 | 33.04 |
| northeast | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 28 | 25.72 |
| northeast | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 90 | 43.38 |
| northeast | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 14 | 34.67 |
| northeast | 475 | 0 | 0 | 162 | 9.5 | 1044 | 662 | 28 | 58.52 |
| northeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 28 | 31.12 |
| northeast | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 28 | 40.23 |
| northeast | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 28 | 30.22 |
| northeast | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 14 | 42.29 |
| northeast | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 100 | 36.25 |
| northeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 7 | 38.02 |
| northeast | 275 | 180 | 120 | 162 | 10.4 | 830 | 765 | 28 | 76.24 |
| northeast | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 90 | 51.86 |
| northeast | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 3 | 27.42 |
| northeast | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 100 | 39.78 |
| northeast | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 3 | 30.45 |
| northeast | 250 | 180 | 95 | 159 | 9.5 | 860 | 800 | 28 | 67.87 |
| northeast | 520 | 0 | 0 | 175 | 5.2 | 870 | 805 | 28 | 51.02 |
| northeast | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 28 | 45.94 |
| northeast | 239.6 | 359.4 | 0 | 185.7 | 0 | 941.6 | 664.3 | 28 | 39.44 |
| northeast | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 3 | 37.8 |
| northeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 7 | 52.01 |
| northeast | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 56 | 53.96 |
| northeast | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 3 | 34.4 |
| northeast | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 100 | 44.3 |
| northeast | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 56 | 43.5 |
| northeast | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 14 | 35.96 |
| northeast | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 7 | 42.8 |
| northeast | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 56 | 48.59 |
| northeast | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 7 | 56.1 |
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 7 | 35.75 |
| northeast | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 90 | 35.76 |
| northeast | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 56 | 33.96 |
| northeast | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 56 | 53.72 |
| northeast | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 56 | 35.34 |
| northeast | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 56 | 43.39 |
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 7 | 38.61 |
| northeast | 405 | 0 | 0 | 175 | 0 | 1120 | 695 | 28 | 52.3 |
| northeast | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 28 | 51.33 |
| northeast | 381.4 | 0 | 0 | 185.7 | 0 | 1104.6 | 784.3 | 7 | 14.54 |
| northeast | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 56 | 53.77 |
| northeast | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 100 | 39.23 |
| northeast | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 3 | 36.3 |
| northeast | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 3 | 22.75 |
| northeast | 382 | 0 | 0 | 186 | 0 | 1111 | 784 | 7 | 11.47 |
| northeast | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 100 | 33.54 |
| northeast | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 56 | 61.86 |
| northeast | 236 | 0 | 0 | 193 | 0 | 968 | 885 | 100 | 24.1 |
| northeast | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 7 | 55.9 |
| northeast | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 100 | 43.58 |
| northeast | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 100 | 34.49 |
| northeast | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 7 | 49.2 |
| northeast | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 90 | 37.91 |
| northeast | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 3 | 41.1 |
| northeast | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 7 | 36.84 |
| northeast | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 28 | 66 |
| northeast | 475 | 0 | 59 | 142 | 1.9 | 1098 | 641 | 28 | 57.23 |
| northeast | 302 | 0 | 0 | 203 | 0 | 974 | 817 | 100 | 26.74 |
| northeast | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 56 | 51.04 |
| northeast | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 100 | 33.56 |
| northeast | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 100 | 32.33 |
| northeast | 381.4 | 0 | 0 | 185.7 | 0 | 1104.6 | 784.3 | 28 | 22.49 |
| northeast | 451 | 0 | 0 | 165 | 11.3 | 1030 | 745 | 28 | 78.8 |
| northeast | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 28 | 44.09 |
| northeast | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 7 | 54.9 |
| northeast | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 7 | 59.09 |
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 28 | 59.49 |
| northeast | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 100 | 45.84 |
| northeast | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 100 | 53.66 |
| northeast | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 56 | 44.14 |
| northeast | 522 | 0 | 0 | 146 | 0 | 896 | 896 | 7 | 50.51 |
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 28 | 62.94 |
| northeast | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 100 | 40.39 |
| northeast | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 90 | 39.49 |
| northeast | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 90 | 39.36 |
| northeast | 540 | 0 | 0 | 162 | 2.5 | 1055 | 676 | 28 | 61.89 |
| northeast | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 100 | 52.96 |
| northeast | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 56 | 59.89 |
| northeast | 540 | 0 | 0 | 162 | 2.5 | 1040 | 676 | 28 | 79.99 |
| northeast | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 56 | 60.32 |
| northeast | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 28 | 56.4 |
| northeast | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 100 | 56.74 |
| northeast | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 100 | 55.06 |
| northeast | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 56 | 64.9 |
| northeast | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 100 | 37.33 |
| northeast | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 28 | 66.9 |
| northeast | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 100 | 39 |
| northeast | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 56 | 72.3 |
| northeast | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 28 | 67.7 |
| northeast | 355 | 19 | 97 | 145 | 12.3 | 967 | 871 | 28 | 55.45 |
| northeast | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 56 | 59.59 |
| northeast | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 28 | 68.5 |
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 56 | 68.75 |
| northeast | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 56 | 61.46 |
| northeast | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 90 | 47.22 |
| northeast | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 100 | 63.53 |
| northeast | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 56 | 73.7 |
| northeast | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 91 | 59.2 |
| northeast | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 100 | 41.05 |
| northeast | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 100 | 74.17 |
| northeast | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 100 | 44.7 |
| northwest | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 3 | 6.28 |
| northwest | 300 | 0 | 120 | 212 | 10 | 878 | 728 | 28 | 23.84 |
| northwest | 145 | 0 | 134 | 181 | 11 | 979 | 812 | 28 | 13.2 |
| northwest | 162 | 214 | 164 | 202 | 10 | 820 | 680 | 28 | 30.65 |
| northwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 7 | 18.13 |
| northwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 7 | 23.22 |
| northwest | 322 | 0 | 0 | 203 | 0 | 974 | 800 | 14 | 20.77 |
| northwest | 158.6 | 148.9 | 116 | 175.1 | 15 | 953.3 | 719.7 | 28 | 27.68 |
| northwest | 374.3 | 0 | 0 | 190.2 | 6.7 | 1013.2 | 730.4 | 28 | 39.06 |
| northwest | 382 | 0 | 0 | 186 | 0 | 1047 | 739 | 7 | 24 |
| northwest | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 14 | 25.48 |
| northwest | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 90 | 33.19 |
| northwest | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 3 | 23.08 |
| northwest | 250 | 0 | 0 | 182 | 0 | 1100 | 820 | 28 | 20.87 |
| northwest | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 14 | 21.5 |
| northwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 3 | 15.34 |
| northwest | 316.1 | 210.7 | 0 | 185.7 | 0 | 977 | 689.3 | 7 | 24.44 |
| northwest | 313 | 161 | 0 | 178 | 10 | 917 | 759 | 28 | 52.44 |
| northwest | 310 | 143 | 0 | 168 | 10 | 914 | 804 | 28 | 45.3 |
| northwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 28 | 39.16 |
| northwest | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 100 | 52.12 |
| northwest | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 28 | 28.24 |
| northwest | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 56 | 53.46 |
| northwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 14 | 36.94 |
| northwest | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 100 | 43.06 |
| northwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 28 | 74.7 |
| northwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 28 | 50.7 |
| northwest | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 100 | 37.68 |
| northwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 28 | 52.2 |
| northwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 56 | 55.2 |
| northwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 100 | 60.95 |
| southeast | 153.6 | 144.2 | 112.3 | 220.1 | 10.1 | 923.2 | 657.9 | 28 | 16.5 |
| southeast | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 3 | 13.4 |
| southeast | 154.8 | 0 | 142.8 | 193.3 | 9.1 | 1047.4 | 696.7 | 28 | 12.46 |
| southeast | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 3 | 4.78 |
| southeast | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 28 | 33.02 |
| southeast | 162 | 207 | 172 | 216 | 10 | 822 | 638 | 28 | 39.84 |
| southeast | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 7 | 10.09 |
| southeast | 165 | 0 | 150 | 182 | 12 | 1023 | 729 | 28 | 18.03 |
| southeast | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 7 | 14.6 |
| southeast | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 7 | 15.75 |
| southeast | 150.7 | 0 | 185.3 | 166.7 | 15.6 | 1074.5 | 678 | 28 | 13.46 |
| southeast | 159 | 209 | 161 | 201 | 7 | 848 | 669 | 28 | 30.88 |
| southeast | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 3 | 15.62 |
| southeast | 155.2 | 183.9 | 143.2 | 193.8 | 9.2 | 879.6 | 698.5 | 28 | 28.99 |
| southeast | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 3 | 13.57 |
| southeast | 143.6 | 0 | 174.9 | 158.4 | 17.9 | 942.7 | 844.5 | 28 | 15.42 |
| southeast | 302 | 0 | 0 | 203 | 0 | 974 | 817 | 14 | 18.13 |
| southeast | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 28 | 18.42 |
| southeast | 152.6 | 238.7 | 0 | 200 | 6.3 | 1001.8 | 683.9 | 28 | 26.86 |
| southeast | 162 | 190.1 | 148.1 | 178.8 | 18.8 | 838.1 | 741.4 | 28 | 33.76 |
| southeast | 144 | 136 | 106 | 178 | 7 | 941 | 774 | 28 | 26.14 |
| southeast | 303.6 | 139.9 | 0 | 213.5 | 6.2 | 895.5 | 722.5 | 28 | 33.42 |
| southeast | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 28 | 27.87 |
| southeast | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 3 | 13.36 |
| southeast | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 7 | 23.52 |
| southeast | 142 | 167 | 130 | 174 | 11 | 883 | 785 | 28 | 44.61 |
| southeast | 277 | 116.8 | 91 | 190.6 | 7 | 946.5 | 665.6 | 28 | 43.58 |
| southeast | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 7 | 17.24 |
| southeast | 287.3 | 120.5 | 93.9 | 187.6 | 9.2 | 904.4 | 695.9 | 28 | 43.8 |
| southeast | 159 | 187 | 0 | 176 | 11 | 990 | 789 | 28 | 32.76 |
| southeast | 166 | 260 | 0 | 183 | 13 | 859 | 827 | 28 | 37.91 |
| southeast | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 3 | 15.52 |
| southeast | 238 | 0 | 0 | 186 | 0 | 1119 | 789 | 28 | 17.54 |
| southeast | 276 | 116 | 90 | 180 | 9 | 870 | 768 | 28 | 44.28 |
| southeast | 298 | 0 | 107 | 164 | 13 | 953 | 784 | 28 | 35.86 |
| southeast | 309.9 | 142.8 | 111.2 | 167.8 | 22.1 | 913.9 | 651.2 | 28 | 38.22 |
| southeast | 334 | 17.6 | 158 | 189 | 15.3 | 967 | 633 | 28 | 44.33 |
| southeast | 382.5 | 0 | 0 | 185.7 | 0 | 1047.8 | 739.3 | 7 | 24.07 |
| southeast | 272.8 | 181.9 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 7 | 19.77 |
| southeast | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 90 | 26.32 |
| southeast | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 14 | 25.62 |
| southeast | 339 | 0 | 0 | 185 | 0 | 1060 | 754 | 28 | 31.65 |
| southeast | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 3 | 21.91 |
| southeast | 480 | 0 | 0 | 192 | 0 | 936 | 721 | 28 | 43.89 |
| southeast | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 14 | 20.73 |
| southeast | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 3 | 13.33 |
| southeast | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 14 | 21.06 |
| southeast | 312.9 | 160.5 | 0 | 177.6 | 9.6 | 916.6 | 759.5 | 28 | 52.45 |
| southeast | 382.5 | 0 | 0 | 185.7 | 0 | 1047.8 | 739.3 | 28 | 37.44 |
| southeast | 397 | 0 | 0 | 186 | 0 | 1040 | 734 | 28 | 36.94 |
| southeast | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 28 | 24.85 |
| southeast | 366 | 187 | 0 | 191.3 | 6.6 | 824.3 | 756.9 | 28 | 65.91 |
| southeast | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 28 | 72.1 |
| southeast | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 56 | 32.85 |
| southeast | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 14 | 33.7 |
| southeast | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 14 | 25.37 |
| southeast | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 90 | 43.25 |
| southeast | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 90 | 41.68 |
| southeast | 193.5 | 290.2 | 0 | 185.7 | 0 | 998.2 | 704.3 | 28 | 32.63 |
| southeast | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 100 | 53.1 |
| southeast | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 56 | 36.64 |
| southeast | 528 | 0 | 0 | 185 | 6.9 | 920 | 720 | 28 | 56.83 |
| southeast | 316.1 | 210.7 | 0 | 185.7 | 0 | 977 | 689.3 | 28 | 38.7 |
| southeast | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 3 | 28.8 |
| southeast | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 56 | 35.57 |
| southeast | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 14 | 41.89 |
| southeast | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 28 | 38.5 |
| southeast | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 3 | 25.2 |
| southeast | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 56 | 35.85 |
| southeast | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 100 | 40.86 |
| southeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 56 | 39.15 |
| southeast | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 56 | 47.13 |
| southeast | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 56 | 51.26 |
| southeast | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 56 | 51.43 |
| southeast | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 100 | 41.16 |
| southeast | 520 | 0 | 0 | 170 | 5.2 | 855 | 855 | 28 | 60.28 |
| southeast | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 7 | 46.9 |
| southeast | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 100 | 36.45 |
| southeast | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 56 | 56.85 |
| southeast | 505 | 0 | 60 | 195 | 0 | 1030 | 630 | 28 | 64.02 |
| southeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 56 | 56.14 |
| southeast | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 100 | 32.72 |
| southeast | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 100 | 48.67 |
| southeast | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 100 | 37.96 |
| southeast | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 28 | 55.5 |
| southeast | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 100 | 56.06 |
| southeast | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 100 | 39.38 |
| southeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 100 | 48.15 |
| southeast | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 100 | 40.27 |
| southeast | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 100 | 43.01 |
| southeast | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 28 | 74.5 |
| southeast | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 56 | 54.9 |
| southeast | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 100 | 58.61 |
| southeast | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 56 | 66.1 |
| southeast | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 91 | 65.2 |
| southeast | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 91 | 70.7 |
| southeast | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 100 | 29.79 |
| southwest | 158.4 | 0 | 194.9 | 219.7 | 11 | 897.7 | 712.9 | 28 | 8.54 |
| southwest | 158 | 0 | 195 | 220 | 11 | 898 | 713 | 28 | 8.54 |
| southwest | 237 | 92 | 71 | 247 | 6 | 853 | 695 | 28 | 28.63 |
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 7 | 26.26 |
| southwest | 140 | 164 | 128 | 237 | 6 | 869 | 656 | 28 | 35.23 |
| southwest | 436 | 0 | 0 | 218 | 0 | 838.4 | 719.7 | 28 | 23.85 |
| southwest | 145.4 | 0 | 178.9 | 201.7 | 7.8 | 824 | 868.7 | 28 | 10.54 |
| southwest | 145 | 0 | 179 | 202 | 8 | 824 | 869 | 28 | 10.54 |
| southwest | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 7 | 30.28 |
| southwest | 156 | 178 | 187 | 221 | 7 | 854 | 614 | 28 | 29.41 |
| southwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 7 | 38.6 |
| southwest | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 3 | 4.9 |
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 28 | 40.86 |
| southwest | 154.8 | 0 | 142.8 | 193.3 | 9.1 | 877.2 | 867.7 | 28 | 9.74 |
| southwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 28 | 45.85 |
| southwest | 155 | 0 | 143 | 193 | 9 | 1047 | 697 | 28 | 12.46 |
| southwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 3 | 4.83 |
| southwest | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 7 | 10.35 |
| southwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 28 | 47.81 |
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 28 | 30.08 |
| southwest | 296 | 0 | 107 | 221 | 11 | 819 | 778 | 28 | 31.42 |
| southwest | 296 | 0 | 106.7 | 221.4 | 10.5 | 819.2 | 778.4 | 28 | 31.42 |
| southwest | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 3 | 6.47 |
| southwest | 148 | 0 | 182 | 181 | 15 | 839 | 884 | 28 | 15.52 |
| southwest | 135 | 105 | 193 | 196 | 6 | 965 | 643 | 28 | 21.91 |
| southwest | 148.1 | 0 | 182.1 | 181.4 | 15 | 838.9 | 884.3 | 28 | 15.53 |
| southwest | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 7 | 8.37 |
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 28 | 37.43 |
| southwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 7 | 10.39 |
| southwest | 297 | 0 | 0 | 186 | 0 | 1040 | 734 | 7 | 30.96 |
| southwest | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 3 | 9.31 |
| southwest | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 3 | 12.54 |
| southwest | 164 | 0 | 200 | 181 | 13 | 849 | 846 | 28 | 15.09 |
| southwest | 164.2 | 0 | 200.1 | 181.2 | 12.6 | 849.3 | 846 | 28 | 15.09 |
| southwest | 134.7 | 0 | 165.7 | 180.2 | 10 | 961 | 804.9 | 28 | 13.29 |
| southwest | 135 | 0 | 166 | 180 | 10 | 961 | 805 | 28 | 13.29 |
| southwest | 146.5 | 114.6 | 89.3 | 201.9 | 8.8 | 860 | 829.5 | 28 | 19.99 |
| southwest | 147 | 115 | 89 | 202 | 9 | 860 | 829 | 28 | 19.99 |
| southwest | 236 | 0 | 0 | 193 | 0 | 968 | 885 | 7 | 9.99 |
| southwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 7 | 10.22 |
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 3 | 13.22 |
| southwest | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 3 | 6.88 |
| southwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 7 | 15.03 |
| southwest | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 7 | 11.39 |
| southwest | 393 | 0 | 0 | 192 | 0 | 940 | 758 | 3 | 19.11 |
| southwest | 164.6 | 0 | 150.4 | 181.6 | 11.7 | 1023.3 | 728.9 | 28 | 18.03 |
| southwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 1 | 6.27 |
| southwest | 160 | 188 | 146 | 203 | 11 | 829 | 710 | 28 | 32.84 |
| southwest | 144 | 15 | 195 | 176 | 6 | 1021 | 709 | 28 | 15.34 |
| southwest | 298.2 | 0 | 107 | 209.7 | 11.1 | 879.6 | 744.2 | 28 | 31.88 |
| southwest | 298 | 0 | 107 | 210 | 11 | 880 | 744 | 28 | 31.87 |
| southwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 28 | 20.59 |
| southwest | 151 | 0 | 185 | 167 | 16 | 1074 | 678 | 28 | 13.46 |
| southwest | 157 | 214 | 152 | 200 | 9 | 819 | 704 | 28 | 33.05 |
| southwest | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 3 | 9.85 |
| southwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 3 | 14.7 |
| southwest | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 7 | 19.35 |
| southwest | 148.5 | 139.4 | 108.6 | 192.7 | 6.1 | 892.4 | 780 | 28 | 23.7 |
| southwest | 136 | 196 | 98 | 199 | 6 | 847 | 783 | 28 | 26.97 |
| southwest | 151 | 0 | 184 | 167 | 12 | 991 | 772 | 28 | 15.57 |
| southwest | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 28 | 24.29 |
| southwest | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 7 | 17.17 |
| southwest | 143 | 169 | 143 | 191 | 8 | 967 | 643 | 28 | 29.72 |
| southwest | 143 | 169.4 | 142.7 | 190.7 | 8.4 | 967.4 | 643.5 | 28 | 29.73 |
| southwest | 144 | 0 | 175 | 158 | 18 | 943 | 844 | 28 | 15.42 |
| southwest | 318 | 0 | 126 | 210 | 6 | 861 | 737 | 28 | 40.06 |
| southwest | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 7 | 15.07 |
| southwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 28 | 18.75 |
| southwest | 154.8 | 183.4 | 0 | 193.3 | 9.1 | 1047.4 | 696.7 | 28 | 18.29 |
| southwest | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 7 | 19.54 |
| southwest | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 28 | 22.35 |
| southwest | 305 | 0 | 100 | 196 | 10 | 959 | 705 | 28 | 30.12 |
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 3 | 19.2 |
| southwest | 149 | 118 | 92 | 183 | 7 | 953 | 780 | 28 | 23.52 |
| southwest | 149 | 117.6 | 91.7 | 182.9 | 7.1 | 953.4 | 780.3 | 28 | 23.52 |
| southwest | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 3 | 12.79 |
| southwest | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 7 | 20.42 |
| southwest | 322 | 0 | 116 | 196 | 10 | 818 | 813 | 28 | 31.18 |
| southwest | 261 | 100 | 78 | 201 | 9 | 864 | 761 | 28 | 32.4 |
| southwest | 322.2 | 0 | 115.6 | 196 | 10.4 | 817.9 | 813.4 | 28 | 31.18 |
| southwest | 260.9 | 100.5 | 78.3 | 200.6 | 8.6 | 864.5 | 761.5 | 28 | 32.4 |
| southwest | 310 | 0 | 0 | 192 | 0 | 971 | 850.6 | 3 | 9.87 |
| southwest | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 28 | 24.28 |
| southwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 14 | 22.53 |
| southwest | 153 | 239 | 0 | 200 | 6 | 1002 | 684 | 28 | 26.86 |
| southwest | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 28 | 43.73 |
| southwest | 295 | 0 | 0 | 185 | 0 | 1069 | 769 | 7 | 14.8 |
| southwest | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 3 | 16.11 |
| southwest | 146 | 230 | 0 | 202 | 3 | 827 | 872 | 28 | 33.06 |
| southwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 28 | 33 |
| southwest | 153 | 145 | 113 | 178 | 8 | 1002 | 689 | 28 | 25.56 |
| southwest | 143.8 | 136.3 | 106.2 | 178.1 | 7.5 | 941.5 | 774.3 | 28 | 26.15 |
| southwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 14 | 27.92 |
| southwest | 153 | 145 | 113 | 178 | 8 | 867 | 824 | 28 | 26.23 |
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 90 | 42.33 |
| southwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 3 | 13.52 |
| southwest | 159 | 149 | 116 | 175 | 15 | 953 | 720 | 28 | 27.68 |
| southwest | 153.1 | 145 | 113 | 178.5 | 8 | 867.2 | 824 | 28 | 26.23 |
| southwest | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 28 | 25.57 |
| southwest | 133.1 | 210.2 | 0 | 195.7 | 3.1 | 949.4 | 795.3 | 28 | 28.94 |
| southwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 7 | 14.99 |
| southwest | 252 | 97 | 76 | 194 | 8 | 835 | 821 | 28 | 33.4 |
| southwest | 133 | 210 | 0 | 196 | 3 | 949 | 795 | 28 | 31.03 |
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 28 | 32.04 |
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 3 | 19.93 |
| southwest | 302 | 0 | 0 | 203 | 0 | 974 | 817 | 28 | 21.75 |
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 7 | 27.74 |
| southwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 28 | 25.97 |
| southwest | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 7 | 21.48 |
| southwest | 132 | 206.5 | 160.9 | 178.9 | 5.5 | 866.9 | 735.6 | 28 | 33.31 |
| southwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 7 | 14.64 |
| southwest | 262 | 111 | 86 | 195 | 5 | 895 | 733 | 28 | 33.72 |
| southwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 90 | 49.19 |
| southwest | 238.1 | 0 | 0 | 185.7 | 0 | 1118.8 | 789.3 | 7 | 10.34 |
| southwest | 356 | 0 | 142 | 193 | 11 | 801 | 778 | 28 | 40.87 |
| southwest | 136.4 | 161.6 | 125.8 | 171.6 | 10.4 | 922.6 | 764.4 | 28 | 29.07 |
| southwest | 136 | 162 | 126 | 172 | 10 | 923 | 764 | 28 | 29.07 |
| southwest | 355.9 | 0 | 141.6 | 193.3 | 11 | 801.4 | 778.4 | 28 | 40.87 |
| southwest | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 28 | 33.95 |
| southwest | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 3 | 7.75 |
| southwest | 238 | 0 | 0 | 186 | 0 | 1119 | 789 | 7 | 12.05 |
| southwest | 322 | 0 | 0 | 203 | 0 | 974 | 800 | 28 | 25.18 |
| southwest | 252.5 | 0 | 0 | 185.7 | 0 | 1111.6 | 784.3 | 7 | 11.48 |
| southwest | 252 | 0 | 0 | 185 | 0 | 1111 | 784 | 7 | 13.71 |
| southwest | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 28 | 21.97 |
| southwest | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 28 | 30.44 |
| southwest | 255 | 99 | 77 | 189 | 6 | 919 | 749 | 28 | 33.8 |
| southwest | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 90 | 37.72 |
| southwest | 321 | 0 | 128 | 182 | 11 | 870 | 780 | 28 | 37.26 |
| southwest | 516 | 0 | 0 | 162 | 8.2 | 801 | 802 | 28 | 41.37 |
| southwest | 186.2 | 124.1 | 0 | 185.7 | 0 | 1083.4 | 764.3 | 7 | 8 |
| southwest | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 28 | 31.97 |
| southwest | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 3 | 11.85 |
| southwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 3 | 8.49 |
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 90 | 41.54 |
| southwest | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 3 | 32.11 |
| southwest | 298.1 | 0 | 107 | 186.4 | 6.1 | 879 | 815.2 | 28 | 42.64 |
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 14 | 25.69 |
| southwest | 295.8 | 0 | 0 | 185.7 | 0 | 1091.4 | 769.3 | 7 | 14.84 |
| southwest | 297.8 | 137.2 | 106.9 | 201.3 | 6 | 878.4 | 655.3 | 28 | 53.52 |
| southwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 14 | 22.14 |
| southwest | 281 | 0 | 0 | 186 | 0 | 1104 | 774 | 7 | 14.5 |
| southwest | 277 | 117 | 91 | 191 | 7 | 946 | 666 | 28 | 43.57 |
| southwest | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 3 | 13.12 |
| southwest | 296 | 0 | 0 | 186 | 0 | 1090 | 769 | 7 | 18.91 |
| southwest | 313 | 0 | 113 | 178 | 8 | 1002 | 689 | 28 | 36.8 |
| southwest | 313.3 | 0 | 113 | 178.5 | 8 | 1001.9 | 688.7 | 28 | 36.8 |
| southwest | 287 | 121 | 94 | 188 | 9 | 904 | 696 | 28 | 41.94 |
| southwest | 225 | 0 | 0 | 181 | 0 | 1113 | 833 | 7 | 11.17 |
| southwest | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 14 | 22.32 |
| southwest | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 3 | 18.02 |
| southwest | 159.1 | 186.7 | 0 | 175.6 | 11.3 | 989.6 | 788.9 | 28 | 32.77 |
| southwest | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 14 | 17.82 |
| southwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 3 | 12.47 |
| southwest | 220.8 | 147.2 | 0 | 185.7 | 0 | 1055 | 744.3 | 7 | 13.09 |
| southwest | 312.7 | 0 | 0 | 178.1 | 8 | 999.7 | 822.2 | 28 | 25.1 |
| southwest | 313 | 0 | 0 | 178 | 8 | 1000 | 822 | 28 | 25.1 |
| southwest | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 7 | 40.29 |
| southwest | 149 | 236 | 0 | 176 | 13 | 847 | 893 | 28 | 32.96 |
| southwest | 339 | 0 | 0 | 185 | 0 | 1069 | 754 | 7 | 21.16 |
| southwest | 155.6 | 243.5 | 0 | 180.3 | 10.7 | 1022 | 697.7 | 28 | 37.36 |
| southwest | 238 | 0 | 0 | 185 | 0 | 1118 | 789 | 28 | 17.54 |
| southwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 3 | 13.62 |
| southwest | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 3 | 16.28 |
| southwest | 300 | 0 | 0 | 184 | 0 | 1075 | 795 | 7 | 15.58 |
| southwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 28 | 27.92 |
| southwest | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 3 | 7.32 |
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 28 | 39.6 |
| southwest | 148 | 175 | 0 | 171 | 2 | 1000 | 828 | 28 | 26.92 |
| southwest | 203.5 | 135.7 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 7 | 11.96 |
| southwest | 147.8 | 175.1 | 0 | 171.2 | 2.2 | 1000 | 828.5 | 28 | 26.92 |
| southwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 3 | 14.94 |
| southwest | 238.2 | 158.8 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 7 | 15.69 |
| southwest | 310 | 143 | 111 | 168 | 22 | 914 | 651 | 28 | 33.69 |
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 28 | 30.23 |
| southwest | 374 | 0 | 0 | 190 | 7 | 1013 | 730 | 28 | 39.05 |
| southwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 3 | 11.98 |
| southwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 3 | 15.82 |
| southwest | 276.4 | 116 | 90.3 | 179.6 | 8.9 | 870.1 | 768.3 | 28 | 44.28 |
| southwest | 150 | 236.8 | 0 | 173.8 | 11.9 | 1069.3 | 674.8 | 28 | 37.43 |
| southwest | 150 | 237 | 0 | 174 | 12 | 1069 | 675 | 28 | 37.43 |
| southwest | 424 | 22 | 132 | 178 | 8.5 | 822 | 750 | 7 | 39 |
| southwest | 298.1 | 0 | 107.5 | 163.6 | 12.8 | 953.2 | 784 | 28 | 35.87 |
| southwest | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 3 | 12.55 |
| southwest | 255.5 | 170.3 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 7 | 17.24 |
| southwest | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 28 | 24.54 |
| southwest | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 3 | 15.44 |
| southwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 3 | 20.73 |
| southwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 3 | 12.18 |
| southwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 56 | 29.98 |
| southwest | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 28 | 38.8 |
| southwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 14 | 24.45 |
| southwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 28 | 24.48 |
| southwest | 397 | 0 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 7 | 25.45 |
| southwest | 375 | 0 | 0 | 186 | 0 | 1038 | 758 | 7 | 26.06 |
| southwest | 200 | 0 | 0 | 180 | 0 | 1125 | 845 | 28 | 12.25 |
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 3 | 9.45 |
| southwest | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 90 | 32.53 |
| southwest | 314 | 145 | 113 | 179 | 8 | 869 | 690 | 28 | 46.23 |
| southwest | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 28 | 24.24 |
| southwest | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 3 | 15.61 |
| southwest | 234 | 156 | 0 | 189 | 5.9 | 981 | 760 | 28 | 39.3 |
| southwest | 400 | 0 | 0 | 187 | 0 | 1025 | 745 | 7 | 30.14 |
| southwest | 159.8 | 250 | 0 | 168.4 | 12.2 | 1049.3 | 688.2 | 28 | 39.46 |
| southwest | 295.8 | 0 | 0 | 185.7 | 0 | 1091.4 | 769.3 | 28 | 25.22 |
| southwest | 281 | 0 | 0 | 186 | 0 | 1104 | 774 | 28 | 22.44 |
| southwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 3 | 14.4 |
| southwest | 260 | 101 | 78 | 171 | 10 | 936 | 763 | 28 | 49.77 |
| southwest | 336 | 0 | 0 | 182 | 3 | 986 | 817 | 28 | 44.86 |
| southwest | 336.5 | 0 | 0 | 181.9 | 3.4 | 985.8 | 816.8 | 28 | 44.87 |
| southwest | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 3 | 15.04 |
| southwest | 290.2 | 193.5 | 0 | 185.7 | 0 | 998.2 | 704.3 | 7 | 21.86 |
| southwest | 280 | 129 | 100 | 172 | 9 | 825 | 805 | 28 | 52.82 |
| southwest | 330.5 | 169.6 | 0 | 194.9 | 8.1 | 811 | 802.3 | 28 | 56.62 |
| southwest | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 3 | 17.37 |
| southwest | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 90 | 31.02 |
| southwest | 313 | 145 | 0 | 178 | 8 | 1002 | 689 | 28 | 41.05 |
| southwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 28 | 27.22 |
| southwest | 313.3 | 145 | 0 | 178.5 | 8 | 1001.9 | 688.7 | 28 | 41.05 |
| southwest | 313.3 | 145 | 0 | 178.5 | 8 | 867.2 | 824 | 28 | 40.93 |
| southwest | 322 | 149 | 0 | 186 | 8 | 951 | 709 | 28 | 52.42 |
| southwest | 275 | 0 | 0 | 183 | 0 | 1088 | 808 | 28 | 24.5 |
| southwest | 158.8 | 238.2 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 28 | 21.07 |
| southwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 90 | 39.66 |
| southwest | 313 | 145 | 0 | 178 | 8 | 867 | 824 | 28 | 44.39 |
| southwest | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 28 | 29.65 |
| southwest | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 14 | 17.84 |
| southwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 14 | 33.09 |
| southwest | 339.2 | 0 | 0 | 185.7 | 0 | 1069.2 | 754.3 | 28 | 31.9 |
| southwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 3 | 13.54 |
| southwest | 321 | 164 | 0 | 190 | 5 | 870 | 774 | 28 | 57.21 |
| southwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 28 | 24.9 |
| southwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 90 | 39.7 |
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 90 | 35.17 |
| southwest | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 7 | 37.92 |
| southwest | 203.5 | 135.7 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 28 | 22.63 |
| southwest | 284 | 120 | 0 | 168 | 7 | 970 | 794 | 28 | 40.93 |
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 3 | 22.95 |
| southwest | 238.2 | 158.8 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 28 | 26.91 |
| southwest | 284 | 119.7 | 0 | 168.3 | 7.2 | 970.4 | 794.2 | 28 | 40.93 |
| southwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 3 | 21.78 |
| southwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 90 | 31.25 |
| southwest | 325 | 0 | 0 | 184 | 0 | 1063 | 783 | 28 | 30.57 |
| southwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 56 | 27.66 |
| southwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 28 | 29.22 |
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 14 | 22.72 |
| southwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 28 | 27.77 |
| southwest | 228 | 342.1 | 0 | 185.7 | 0 | 955.8 | 674.3 | 7 | 21.92 |
| southwest | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 90 | 36.59 |
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 56 | 39.59 |
| southwest | 397 | 0 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 28 | 33.08 |
| southwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 7 | 18.13 |
| southwest | 333 | 17.5 | 163 | 167 | 17.9 | 996 | 652 | 28 | 47.28 |
| southwest | 393 | 0 | 0 | 192 | 0 | 940 | 758 | 90 | 48.79 |
| southwest | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 56 | 31.35 |
| southwest | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 90 | 43.57 |
| southwest | 255.5 | 170.3 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 28 | 32.05 |
| southwest | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 3 | 23.14 |
| southwest | 239.6 | 359.4 | 0 | 185.7 | 0 | 941.6 | 664.3 | 7 | 25.42 |
| southwest | 181.9 | 272.8 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 28 | 27.94 |
| southwest | 375 | 0 | 0 | 186 | 0 | 1038 | 758 | 28 | 38.21 |
| southwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 90 | 31.35 |
| southwest | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 3 | 23.8 |
| southwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 56 | 31.54 |
| southwest | 366 | 187 | 0 | 191 | 7 | 824 | 757 | 28 | 65.91 |
| southwest | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 14 | 36.99 |
| southwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 14 | 26.05 |
| southwest | 272.8 | 181.9 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 28 | 31.38 |
| southwest | 424 | 22 | 132 | 178 | 8.5 | 822 | 750 | 28 | 62.05 |
| southwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 28 | 33.27 |
| southwest | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 28 | 41.41 |
| southwest | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 28 | 31.74 |
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 14 | 33.73 |
| southwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 28 | 41.2 |
| southwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 28 | 26.2 |
| southwest | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 14 | 31.35 |
| southwest | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 28 | 38.2 |
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 28 | 28.47 |
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 14 | 35.23 |
| southwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 28 | 46.39 |
| southwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 56 | 29.45 |
| southwest | 326 | 166 | 0 | 174 | 9 | 882 | 790 | 28 | 61.23 |
| southwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 14 | 28.68 |
| southwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 3 | 24.1 |
| southwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 100 | 50.95 |
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 3 | 23.52 |
| southwest | 397 | 17.2 | 158 | 167 | 20.8 | 967 | 633 | 28 | 55.65 |
| southwest | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 28 | 33.69 |
| southwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 56 | 39.64 |
| southwest | 210.7 | 316.1 | 0 | 185.7 | 0 | 977 | 689.3 | 28 | 37.81 |
| southwest | 500 | 0 | 0 | 151 | 9 | 1033 | 655 | 28 | 69.84 |
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 7 | 39.3 |
| southwest | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 56 | 36.3 |
| southwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 100 | 40.76 |
| southwest | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 14 | 38.77 |
| southwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 28 | 45.71 |
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 90 | 48.85 |
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 100 | 41.84 |
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 28 | 40.15 |
| southwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 1 | 12.64 |
| southwest | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 28 | 57.92 |
| southwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 28 | 31.64 |
| southwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 90 | 37.23 |
| southwest | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 3 | 23.64 |
| southwest | 385 | 0 | 136 | 158 | 20 | 903 | 768 | 28 | 55.55 |
| southwest | 228 | 342.1 | 0 | 185.7 | 0 | 955.8 | 674.3 | 28 | 39.7 |
| southwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 7 | 35.1 |
| southwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 28 | 30.85 |
| southwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 28 | 32.72 |
| southwest | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 28 | 37.4 |
| southwest | 296 | 0 | 0 | 192 | 0 | 1085 | 765 | 90 | 29.39 |
| southwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 7 | 49.8 |
| southwest | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 3 | 25.61 |
| southwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 100 | 34.56 |
| southwest | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 90 | 54.32 |
| southwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 3 | 35.3 |
| southwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 28 | 50.6 |
| southwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 3 | 26.06 |
| southwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 28 | 33.61 |
| southwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 56 | 48.99 |
| southwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 56 | 51.72 |
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 14 | 42.22 |
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 56 | 38.56 |
| southwest | 480 | 0 | 0 | 192 | 0 | 936 | 721 | 90 | 54.28 |
| southwest | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 7 | 33.4 |
| southwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 7 | 34.9 |
| southwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 14 | 47.71 |
| southwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 28 | 33.94 |
| southwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 7 | 33.21 |
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 3 | 24.4 |
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 7 | 46.2 |
| southwest | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 7 | 55.6 |
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 28 | 51.02 |
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 56 | 46.64 |
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 28 | 57.03 |
| southwest | 312.7 | 144.7 | 0 | 127.3 | 8 | 999.7 | 822.2 | 28 | 44.52 |
| southwest | 313 | 145 | 0 | 127 | 8 | 1000 | 822 | 28 | 44.52 |
| southwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 28 | 49.9 |
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 56 | 48.72 |
| southwest | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 56 | 44.4 |
| southwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 56 | 45.08 |
| southwest | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 3 | 40.2 |
| southwest | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 100 | 44.21 |
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 28 | 52.5 |
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 3 | 29 |
| southwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 100 | 39.61 |
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 7 | 38 |
| southwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 100 | 42.35 |
| southwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 56 | 55.83 |
| southwest | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 7 | 41.67 |
| southwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 7 | 42.42 |
| southwest | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 100 | 38.7 |
| southwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 100 | 40.15 |
| southwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 28 | 63.14 |
| southwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 7 | 45.9 |
| southwest | 322 | 0 | 0 | 203 | 0 | 974 | 800 | 100 | 29.59 |
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 7 | 52.61 |
| southwest | 500.1 | 0 | 0 | 200 | 3 | 1124.4 | 613.2 | 28 | 44.13 |
| southwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 100 | 50.94 |
| southwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 100 | 49.99 |
| southwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 14 | 48.4 |
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 28 | 61.09 |
| southwest | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 7 | 54.1 |
| southwest | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 100 | 56.81 |
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 7 | 45.7 |
| southwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 100 | 55.02 |
| southwest | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 100 | 37.34 |
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 56 | 61.07 |
| southwest | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 100 | 40.57 |
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 14 | 59.76 |
| southwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 28 | 71.3 |
| southwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 100 | 53.9 |
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 100 | 50.66 |
| southwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 28 | 61.8 |
| southwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 100 | 51.73 |
| southwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 100 | 46.23 |
| southwest | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 100 | 53.3 |
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 100 | 50.08 |
| southwest | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 56 | 61.99 |
| southwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 90 | 40.66 |
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 100 | 38.41 |
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 100 | 52.04 |
| southwest | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 100 | 47.74 |
| southwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 100 | 48.97 |
| southwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 56 | 80.2 |
| southwest | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 100 | 59.3 |
| southwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 100 | 42.13 |
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 56 | 63.4 |
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 28 | 67.31 |
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 28 | 56.7 |
| southwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 100 | 41.72 |
| southwest | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 56 | 66.78 |
| southwest | 500 | 0 | 0 | 140 | 4 | 966 | 853 | 28 | 67.57 |
| southwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 56 | 77.3 |
| southwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 100 | 40.86 |
| southwest | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 56 | 56.34 |
| southwest | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 56 | 69.3 |
| southwest | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 91 | 66.6 |
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 56 | 60.2 |
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 56 | 72.99 |
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 100 | 66.42 |
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 91 | 64.9 |
| southwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 91 | 57.6 |
| southwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 100 | 66.95 |
| southwest | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 56 | 79.4 |
| southwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 91 | 66.7 |
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 90 | 69.66 |
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 91 | 62.5 |
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 91 | 76.8 |
| southwest | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 91 | 75.5 |
| southwest | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 91 | 82.6 |
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 100 | 53.69 |
| southwest | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 100 | 56.14 |
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 100 | 39 |
| southwest | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 100 | 41.05 |
| southwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 100 | 41.93 |
| southwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 100 | 43.7 |
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 100 | 43.7 |
| southwest | 485 | 0 | 0 | 146 | 0 | 1120 | 800 | 28 | 71.99 |
| southwest | 236 | 0 | 0 | 193 | 0 | 968 | 885 | 100 | 25.08 |
| southwest | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 100 | 36.15 |
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 100 | 38.89 |
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 100 | 71.62 |
| southwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 100 | 44.3 |
| southwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 100 | 67.11 |
| southwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 100 | 42.13 |
This is a sample of 1005 possible mixtures of concrete, and the strength of the mixture when tested after it was used in different regions. The next worksheet will describe in detail each additive from concrete through air entrapment admixtures. We recommend you make a back up copy of the original data before doing any analysis. Easiest way to do that, is to right click on the Worksheet name "Concrete Data", choose Move or Copy, and click the checkbox labeled "Create a copy".
About the Data
| region |
| cement |
| slag |
| ash |
| water |
| superplastic |
| coarseagg |
| fineagg |
| air ent admix |
| strength |
Concrete is a crucial material in civil engineering. The concrete strength is a function of the ingredients. These ingredients include cement, blast furnace slag, fly ash, water, superplasticizer, coarse aggregate, and fine aggregate. All measurements are given in kilograms per cubic meter (kg / m3) The most expensive ingredient in concrete is the cement, so minimizing concrete costs, means minimizing the amount of cement.
The use of slag in concrete has several benefits, including reduced energy, reduced greenhouse gas emissions, and reduced use of raw materials. It works synergistically with portland cement to increase strength, reduce permeability, improve resistance to chemical attack and inhibit rebar corrosion. Ash use in concrete improves the workability of concrete, and the strength and durability of hardened concrete. Fly ash use is also cost effective. When fly ash is added to concrete, the amount of portland cement may be reduced. Fly ash when used appropriately can; reduce costs, cement contents and associated embodied CO2 emissions, placing less demand on the use of natural resources when used in concrete. Superplasticizers are powerful water reducers that enable an increase in the ultimate stress of concrete by decreasing the w/c ratio, a decrease in the cement content while maintaining the same range of strength or workability, an increase in concrete compacity, and other effects.
Aggregate materials help to make concrete mixes more compact. They also decrease the consumption of cement and water. Aggregates make up 60-80% of the volume of concrete and 70-85% of the mass of concrete. Aggregate is also very important for strength, thermal and elastic properties of concrete, dimensional stability and volume stability. ... Including aggregate in the mix can control the shrinkage level and prevent cracking. Air entrapment admixtures are typically made of Natural wood resins, alkali salts, animal and vegetable fats and oils, althought there are many synthetic options as well. These entrain a large number of uniform, stable and closed tiny bubbles in the process of mixing concrete to reduce the segregation of concrete mixture, improve the workability, and also enhance anti-freeze ability and durability
Analysis1_DescriptiveStats
| region | cement | slag | ash | water | superplastic | coarseagg | fineagg | air ent admix | strength | ||||||||||
| midwest | 315 | 137 | 0 | 145 | 5.9 | 1130 | 745 | 28 | 81.75 | ||||||||||
| midwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 91 | 79.3 | ||||||||||
| midwest | 522 | 0 | 0 | 146 | 0 | 896 | 896 | 28 | 74.99 | ||||||||||
| midwest | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 56 | 74.36 | ||||||||||
| midwest | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 91 | 74.19 | ||||||||||
| midwest | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 91 | 73.3 | ||||||||||
| midwest | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 56 | 71.7 | ||||||||||
| midwest | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 28 | 68.3 | cement | slag | ash | water | superplastic | coarseagg | fineagg | air_ent_admix | ||
| midwest | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 91 | 68.1 | Mean | |||||||||
| midwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 91 | 67.8 | Std Dev | |||||||||
| midwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 56 | 66.82 | Skewness | |||||||||
| midwest | 424 | 22 | 132 | 178 | 8.5 | 822 | 750 | 56 | 65.7 | Median | |||||||||
| midwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 56 | 64.9 | Min | |||||||||
| midwest | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 56 | 64.3 | Max | |||||||||
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 100 | 61.92 | CV | |||||||||
| midwest | 325.6 | 166.4 | 0 | 174 | 8.9 | 881.6 | 790 | 28 | 61.24 | ||||||||||
| midwest | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 28 | 60.29 | ||||||||||
| midwest | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 28 | 59.8 | ||||||||||
| midwest | 356 | 119 | 0 | 160 | 9 | 1061 | 657 | 28 | 59 | ||||||||||
| midwest | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 56 | 58.8 | ||||||||||
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 90 | 58.78 | ||||||||||
| midwest | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 100 | 56.63 | ||||||||||
| midwest | 331 | 170 | 0 | 195 | 8 | 811 | 802 | 28 | 56.61 | ||||||||||
| midwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 91 | 56.5 | ||||||||||
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 28 | 55.94 | ||||||||||
| midwest | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 100 | 55.64 | ||||||||||
| midwest | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 28 | 55.55 | ||||||||||
| midwest | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 28 | 55.51 | ||||||||||
| midwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 100 | 55.26 | ||||||||||
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 56 | 55.25 | ||||||||||
| midwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 100 | 55.16 | ||||||||||
| midwest | 446 | 24 | 79 | 162 | 10.3 | 967 | 712 | 56 | 54.77 | ||||||||||
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 90 | 54.6 | ||||||||||
| midwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 100 | 54.38 | ||||||||||
| midwest | 285 | 190 | 0 | 163 | 7.6 | 1031 | 685 | 28 | 53.58 | ||||||||||
| midwest | 298 | 137 | 107 | 201 | 6 | 878 | 655 | 28 | 53.52 | ||||||||||
| midwest | 446 | 24 | 79 | 162 | 10.3 | 967 | 712 | 28 | 53.39 | ||||||||||
| midwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 100 | 52.91 | ||||||||||
| midwest | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 100 | 52.52 | ||||||||||
| midwest | 322.5 | 148.6 | 0 | 185.8 | 8.5 | 951 | 709.5 | 28 | 52.43 | ||||||||||
| midwest | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 56 | 51.96 | ||||||||||
| midwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 100 | 51.06 | ||||||||||
| midwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 100 | 51.04 | ||||||||||
| midwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 56 | 50.77 | ||||||||||
| midwest | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 90 | 50.73 | ||||||||||
| midwest | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 90 | 50.53 | ||||||||||
| midwest | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 90 | 50.46 | ||||||||||
| midwest | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 28 | 50.24 | ||||||||||
| midwest | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 100 | 49.97 | ||||||||||
| midwest | 200 | 200 | 0 | 190 | 0 | 1145 | 660 | 28 | 49.25 | ||||||||||
| midwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 100 | 48.7 | ||||||||||
| midwest | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 28 | 48.28 | ||||||||||
| midwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 56 | 47.97 | ||||||||||
| midwest | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 100 | 47.82 | ||||||||||
| midwest | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 90 | 47.78 | ||||||||||
| midwest | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 28 | 47.4 | ||||||||||
| midwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 7 | 47.1 | ||||||||||
| midwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 90 | 47.03 | ||||||||||
| midwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 100 | 46.93 | ||||||||||
| midwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 7 | 46.8 | ||||||||||
| midwest | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 28 | 46.68 | ||||||||||
| midwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 28 | 46.68 | ||||||||||
| midwest | 289 | 133.7 | 0 | 194.9 | 5.5 | 924.1 | 760.1 | 28 | 46.25 | ||||||||||
| midwest | 314 | 145.3 | 113.2 | 178.9 | 8 | 869.1 | 690.2 | 28 | 46.23 | ||||||||||
| midwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 100 | 45.37 | ||||||||||
| midwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 100 | 45.37 | ||||||||||
| midwest | 310 | 142.8 | 0 | 167.9 | 10 | 914.3 | 804 | 28 | 45.3 | ||||||||||
| midwest | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 56 | 45.08 | ||||||||||
| midwest | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 28 | 44.64 | ||||||||||
| midwest | 141.9 | 166.6 | 129.7 | 173.5 | 10.9 | 882.6 | 785.3 | 28 | 44.61 | ||||||||||
| midwest | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 56 | 44.52 | ||||||||||
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 28 | 44.42 | ||||||||||
| midwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 100 | 44.28 | ||||||||||
| midwest | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 100 | 44.21 | ||||||||||
| midwest | 355 | 19 | 97 | 145 | 13.1 | 967 | 871 | 28 | 44.03 | ||||||||||
| midwest | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 28 | 43.94 | ||||||||||
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 28 | 43.38 | ||||||||||
| midwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 100 | 42.92 | ||||||||||
| midwest | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 56 | 42.7 | ||||||||||
| midwest | 298 | 0 | 107 | 186 | 6 | 879 | 815 | 28 | 42.64 | ||||||||||
| midwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 100 | 42.62 | ||||||||||
| midwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 56 | 42.55 | ||||||||||
| midwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 90 | 42.23 | ||||||||||
| midwest | 288 | 121 | 0 | 177 | 7 | 908 | 829 | 28 | 42.13 | ||||||||||
| midwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 56 | 42.03 | ||||||||||
| midwest | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 28 | 41.68 | ||||||||||
| midwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 3 | 41.64 | ||||||||||
| midwest | 265 | 111 | 86 | 195 | 6 | 833 | 790 | 28 | 41.54 | ||||||||||
| midwest | 516 | 0 | 0 | 162 | 8.3 | 801 | 802 | 28 | 41.37 | ||||||||||
| midwest | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 3 | 41.3 | ||||||||||
| midwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 100 | 41.24 | ||||||||||
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 100 | 41.15 | ||||||||||
| midwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 100 | 40.71 | ||||||||||
| midwest | 326 | 0 | 138 | 199 | 11 | 801 | 792 | 28 | 40.68 | ||||||||||
| midwest | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 3 | 40.6 | ||||||||||
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 90 | 40.56 | ||||||||||
| midwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 28 | 39.94 | ||||||||||
| midwest | 393 | 0 | 0 | 192 | 0 | 940 | 758 | 28 | 39.58 | ||||||||||
| midwest | 266 | 112 | 87 | 178 | 10 | 910 | 745 | 28 | 39.42 | ||||||||||
| midwest | 160 | 128 | 122 | 182 | 6.4 | 824 | 879 | 28 | 39.4 | ||||||||||
| midwest | 450.1 | 50 | 0 | 200 | 3 | 1124.4 | 613.2 | 28 | 39.38 | ||||||||||
| midwest | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 3 | 39.3 | ||||||||||
| midwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 56 | 39.27 | ||||||||||
| midwest | 326.5 | 0 | 137.9 | 199 | 10.8 | 801.1 | 792.5 | 28 | 38.63 | ||||||||||
| midwest | 313.8 | 0 | 112.6 | 169.9 | 10.1 | 925.3 | 782.9 | 28 | 38.46 | ||||||||||
| midwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 56 | 38.33 | ||||||||||
| midwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 100 | 38.11 | ||||||||||
| midwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 90 | 38.07 | ||||||||||
| midwest | 166 | 259.7 | 0 | 183.2 | 12.7 | 858.8 | 826.8 | 28 | 37.92 | ||||||||||
| midwest | 382 | 0 | 0 | 185 | 0 | 1047 | 739 | 28 | 37.42 | ||||||||||
| midwest | 156 | 243 | 0 | 180 | 11 | 1022 | 698 | 28 | 37.36 | ||||||||||
| midwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 28 | 37.27 | ||||||||||
| midwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 56 | 37.27 | ||||||||||
| midwest | 272.8 | 105.1 | 81.8 | 209.7 | 9 | 904 | 679.7 | 28 | 37.17 | ||||||||||
| midwest | 273 | 105 | 82 | 210 | 9 | 904 | 680 | 28 | 37.17 | ||||||||||
| midwest | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 56 | 36.97 | ||||||||||
| midwest | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 28 | 36.96 | ||||||||||
| midwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 56 | 36.56 | ||||||||||
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 28 | 36.45 | ||||||||||
| midwest | 140 | 133 | 103 | 200 | 7 | 916 | 753 | 28 | 36.44 | ||||||||||
| midwest | 139.9 | 132.6 | 103.3 | 200.3 | 7.4 | 916 | 753.4 | 28 | 36.44 | ||||||||||
| midwest | 151.8 | 178.1 | 138.7 | 167.5 | 18.3 | 944 | 694.6 | 28 | 36.35 | ||||||||||
| midwest | 152 | 178 | 139 | 168 | 18 | 944 | 695 | 28 | 36.35 | ||||||||||
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 3 | 35.36 | ||||||||||
| midwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 100 | 35.34 | ||||||||||
| midwest | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 3 | 34.77 | ||||||||||
| midwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 28 | 34.74 | ||||||||||
| midwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 90 | 34.68 | ||||||||||
| midwest | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 7 | 34.57 | ||||||||||
| midwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 14 | 34.24 | ||||||||||
| midwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 56 | 34.2 | ||||||||||
| midwest | 255.3 | 98.8 | 77 | 188.6 | 6.5 | 919 | 749.3 | 28 | 33.8 | ||||||||||
| midwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 3 | 33.8 | ||||||||||
| midwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 100 | 33.7 | ||||||||||
| midwest | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 28 | 33.66 | ||||||||||
| midwest | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 7 | 33.49 | ||||||||||
| midwest | 304 | 140 | 0 | 214 | 6 | 895 | 722 | 28 | 33.42 | ||||||||||
| midwest | 252.1 | 97.1 | 75.6 | 193.8 | 8.3 | 835.5 | 821.4 | 28 | 33.4 | ||||||||||
| midwest | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 3 | 33.4 | ||||||||||
| midwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 14 | 33.36 | ||||||||||
| midwest | 132 | 207 | 161 | 179 | 5 | 867 | 736 | 28 | 33.3 | ||||||||||
| midwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 90 | 33.12 | ||||||||||
| midwest | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 14 | 33.01 | ||||||||||
| midwest | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 28 | 32.88 | ||||||||||
| midwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 7 | 32.82 | ||||||||||
| midwest | 145.9 | 230.5 | 0 | 202.5 | 3.4 | 827 | 871.8 | 28 | 32.72 | ||||||||||
| midwest | 272.6 | 0 | 89.6 | 198.7 | 10.6 | 931.3 | 762.2 | 28 | 32.25 | ||||||||||
| midwest | 273 | 0 | 90 | 199 | 11 | 931 | 762 | 28 | 32.24 | ||||||||||
| midwest | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 90 | 32.1 | ||||||||||
| midwest | 424 | 22 | 132 | 178 | 8.5 | 882 | 750 | 3 | 32.01 | ||||||||||
| midwest | 339 | 0 | 0 | 185 | 0 | 1069 | 754 | 28 | 31.84 | ||||||||||
| midwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 14 | 31.81 | ||||||||||
| midwest | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 56 | 31.72 | ||||||||||
| midwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 28 | 31.45 | ||||||||||
| midwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 28 | 31.35 | ||||||||||
| midwest | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 28 | 31.27 | ||||||||||
| midwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 28 | 29.89 | ||||||||||
| midwest | 143.7 | 170.2 | 132.6 | 191.6 | 8.5 | 814.1 | 805.3 | 28 | 29.87 | ||||||||||
| midwest | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 14 | 29.75 | ||||||||||
| midwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 14 | 29.55 | ||||||||||
| midwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 90 | 29.23 | ||||||||||
| midwest | 145 | 116 | 119 | 184 | 5.7 | 833 | 880 | 28 | 29.16 | ||||||||||
| midwest | 236.9 | 91.7 | 71.5 | 246.9 | 6 | 852.9 | 695.4 | 28 | 28.63 | ||||||||||
| midwest | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 56 | 28.63 | ||||||||||
| midwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 3 | 28.6 | ||||||||||
| midwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 3 | 28.3 | ||||||||||
| midwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 3 | 28.1 | ||||||||||
| midwest | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 100 | 27.63 | ||||||||||
| midwest | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 28 | 27.53 | ||||||||||
| midwest | 164 | 163 | 128 | 197 | 8 | 961 | 641 | 28 | 27.23 | ||||||||||
| midwest | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 90 | 26.94 | ||||||||||
| midwest | 300 | 0 | 0 | 184 | 0 | 1075 | 795 | 28 | 26.85 | ||||||||||
| midwest | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 28 | 26.4 | ||||||||||
| midwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 14 | 26.31 | ||||||||||
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 7 | 25.89 | ||||||||||
| midwest | 220.8 | 147.2 | 0 | 185.7 | 0 | 1055 | 744.3 | 28 | 25.75 | ||||||||||
| midwest | 170.3 | 155.5 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 28 | 25.73 | ||||||||||
| midwest | 153.1 | 145 | 113 | 178.5 | 8 | 1001.9 | 688.7 | 28 | 25.56 | ||||||||||
| midwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 3 | 25.51 | ||||||||||
| midwest | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 90 | 25.46 | ||||||||||
| midwest | 296 | 0 | 0 | 186 | 0 | 1090 | 769 | 28 | 25.18 | ||||||||||
| midwest | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 3 | 25.12 | ||||||||||
| midwest | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 14 | 24.99 | ||||||||||
| midwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 14 | 24.92 | ||||||||||
| midwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 14 | 24.66 | ||||||||||
| midwest | 149 | 153 | 194 | 192 | 8 | 935 | 623 | 28 | 24.58 | ||||||||||
| midwest | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 14 | 24.43 | ||||||||||
| midwest | 154 | 174 | 185 | 228 | 7 | 845 | 612 | 28 | 24.34 | ||||||||||
| midwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 14 | 24.28 | ||||||||||
| midwest | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 7 | 24.13 | ||||||||||
| midwest | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 28 | 24.05 | ||||||||||
| midwest | 382 | 0 | 0 | 185 | 0 | 1047 | 739 | 7 | 24 | ||||||||||
| midwest | 167 | 187 | 195 | 185 | 7 | 898 | 636 | 28 | 23.89 | ||||||||||
| midwest | 299.8 | 0 | 119.8 | 211.5 | 9.9 | 878.2 | 727.6 | 28 | 23.84 | ||||||||||
| midwest | 154.8 | 183.4 | 0 | 193.3 | 9.1 | 877.2 | 867.7 | 28 | 23.79 | ||||||||||
| midwest | 145.7 | 172.6 | 0 | 181.9 | 3.4 | 985.8 | 816.8 | 28 | 23.74 | ||||||||||
| midwest | 149 | 139 | 109 | 193 | 6 | 892 | 780 | 28 | 23.69 | ||||||||||
| midwest | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 14 | 23.51 | ||||||||||
| midwest | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 7 | 23.4 | ||||||||||
| midwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 3 | 23.35 | ||||||||||
| midwest | 184 | 86 | 190 | 213 | 6 | 923 | 623 | 28 | 22.93 | ||||||||||
| midwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 7 | 22.9 | ||||||||||
| midwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 28 | 22.84 | ||||||||||
| midwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 3 | 22.5 | ||||||||||
| midwest | 281 | 0 | 0 | 185 | 0 | 1104 | 774 | 28 | 22.44 | ||||||||||
| midwest | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 90 | 21.95 | ||||||||||
| midwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 90 | 21.86 | ||||||||||
| midwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 14 | 21.6 | ||||||||||
| midwest | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 28 | 21.54 | ||||||||||
| midwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 14 | 21.26 | ||||||||||
| midwest | 339.2 | 0 | 0 | 185.7 | 0 | 1069.2 | 754.3 | 7 | 21.18 | ||||||||||
| midwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 3 | 21.02 | ||||||||||
| midwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 14 | 20.92 | ||||||||||
| midwest | 350 | 0 | 0 | 186 | 0 | 1050 | 770 | 7 | 20.28 | ||||||||||
| midwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 14 | 20.08 | ||||||||||
| midwest | 252.5 | 0 | 0 | 185.7 | 0 | 1111.6 | 784.3 | 28 | 19.77 | ||||||||||
| midwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 3 | 19.42 | ||||||||||
| midwest | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 14 | 19.42 | ||||||||||
| midwest | 152.7 | 144.7 | 0 | 178.1 | 8 | 999.7 | 822.2 | 28 | 19.01 | ||||||||||
| midwest | 153 | 145 | 0 | 178 | 8 | 1000 | 822 | 28 | 19.01 | ||||||||||
| midwest | 155 | 183 | 0 | 193 | 9 | 1047 | 697 | 28 | 18.28 | ||||||||||
| midwest | 135.7 | 203.5 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 28 | 18.2 | ||||||||||
| midwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 3 | 18 | ||||||||||
| midwest | 148.1 | 0 | 136.6 | 158.1 | 16.1 | 1001.8 | 830.1 | 28 | 17.96 | ||||||||||
| midwest | 148 | 0 | 137 | 158 | 16 | 1002 | 830 | 28 | 17.95 | ||||||||||
| midwest | 186.2 | 124.1 | 0 | 185.7 | 0 | 1083.4 | 764.3 | 28 | 17.6 | ||||||||||
| midwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 3 | 17.57 | ||||||||||
| midwest | 325 | 0 | 0 | 184 | 0 | 1063 | 783 | 7 | 17.54 | ||||||||||
| midwest | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 28 | 17.28 | ||||||||||
| midwest | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 7 | 16.89 | ||||||||||
| midwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 14 | 16.88 | ||||||||||
| midwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 3 | 15.87 | ||||||||||
| midwest | 150.9 | 0 | 183.9 | 166.6 | 11.6 | 991.2 | 772.2 | 28 | 15.57 | ||||||||||
| midwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 3 | 15.36 | ||||||||||
| midwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806.9 | 3 | 15.05 | ||||||||||
| midwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 3 | 14.99 | ||||||||||
| midwest | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 3 | 14.31 | ||||||||||
| midwest | 275 | 0 | 0 | 183 | 0 | 1088 | 808 | 7 | 14.2 | ||||||||||
| midwest | 305.3 | 203.5 | 0 | 203.5 | 0 | 965.4 | 631 | 3 | 14.14 | ||||||||||
| midwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 3 | 13.82 | ||||||||||
| midwest | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 7 | 13.66 | ||||||||||
| midwest | 331 | 0 | 0 | 192 | 0 | 879 | 825 | 3 | 13.52 | ||||||||||
| midwest | 144.8 | 0 | 133.6 | 180.8 | 11.1 | 979.5 | 811.5 | 28 | 13.2 | ||||||||||
| midwest | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 3 | 13.18 | ||||||||||
| midwest | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 14 | 12.84 | ||||||||||
| midwest | 250 | 0 | 0 | 182 | 0 | 1100 | 820 | 7 | 12.73 | ||||||||||
| midwest | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 3 | 12.45 | ||||||||||
| midwest | 181.9 | 272.8 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 7 | 12.37 | ||||||||||
| midwest | 151.6 | 0 | 111.9 | 184.4 | 7.9 | 992 | 815.9 | 28 | 12.18 | ||||||||||
| midwest | 152 | 0 | 112 | 184 | 8 | 992 | 816 | 28 | 12.18 | ||||||||||
| midwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 3 | 11.58 | ||||||||||
| midwest | 252 | 0 | 0 | 186 | 0 | 1111 | 784 | 7 | 11.47 | ||||||||||
| midwest | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 3 | 11.41 | ||||||||||
| midwest | 170.3 | 155.5 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 7 | 10.73 | ||||||||||
| midwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 3 | 10.38 | ||||||||||
| midwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 3 | 10.03 | ||||||||||
| midwest | 155 | 0 | 143 | 193 | 9 | 877 | 868 | 28 | 9.74 | ||||||||||
| midwest | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 3 | 9.73 | ||||||||||
| midwest | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 3 | 9.69 | ||||||||||
| midwest | 158.8 | 238.2 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 7 | 9.62 | ||||||||||
| midwest | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 3 | 9.56 | ||||||||||
| midwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 3 | 8.2 | ||||||||||
| midwest | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 3 | 8.06 | ||||||||||
| midwest | 200 | 0 | 0 | 180 | 0 | 1125 | 845 | 7 | 7.84 | ||||||||||
| midwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 7 | 7.72 | ||||||||||
| midwest | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 7 | 7.68 | ||||||||||
| midwest | 135.7 | 203.5 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 7 | 7.51 | ||||||||||
| midwest | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 3 | 6.9 | ||||||||||
| midwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 3 | 6.81 | ||||||||||
| midwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 3 | 2.33 | ||||||||||
| northeast | 540 | 0 | 0 | 162 | 2.5 | 1040 | 676 | 28 | 79.99 | ||||||||||
| northeast | 451 | 0 | 0 | 165 | 11.3 | 1030 | 745 | 28 | 78.8 | ||||||||||
| northeast | 275 | 180 | 120 | 162 | 10.4 | 830 | 765 | 28 | 76.24 | ||||||||||
| northeast | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 100 | 74.17 | ||||||||||
| northeast | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 56 | 73.7 | ||||||||||
| northeast | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 56 | 72.3 | ||||||||||
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 56 | 68.75 | ||||||||||
| northeast | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 28 | 68.5 | ||||||||||
| northeast | 250 | 180 | 95 | 159 | 9.5 | 860 | 800 | 28 | 67.87 | ||||||||||
| northeast | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 28 | 67.7 | ||||||||||
| northeast | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 28 | 66.9 | ||||||||||
| northeast | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 28 | 66 | ||||||||||
| northeast | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 56 | 64.9 | ||||||||||
| northeast | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 100 | 63.53 | ||||||||||
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 28 | 62.94 | ||||||||||
| northeast | 540 | 0 | 0 | 162 | 2.5 | 1055 | 676 | 28 | 61.89 | ||||||||||
| northeast | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 56 | 61.86 | ||||||||||
| northeast | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 56 | 61.46 | ||||||||||
| northeast | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 56 | 60.32 | ||||||||||
| northeast | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 56 | 59.89 | ||||||||||
| northeast | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 56 | 59.59 | ||||||||||
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 28 | 59.49 | ||||||||||
| northeast | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 91 | 59.2 | ||||||||||
| northeast | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 7 | 59.09 | ||||||||||
| northeast | 475 | 0 | 0 | 162 | 9.5 | 1044 | 662 | 28 | 58.52 | ||||||||||
| northeast | 475 | 0 | 59 | 142 | 1.9 | 1098 | 641 | 28 | 57.23 | ||||||||||
| northeast | 321.3 | 164.2 | 0 | 190.5 | 4.6 | 870 | 774 | 28 | 57.22 | ||||||||||
| northeast | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 100 | 56.74 | ||||||||||
| northeast | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 28 | 56.4 | ||||||||||
| northeast | 439 | 177 | 0 | 186 | 11.1 | 884.9 | 707.9 | 7 | 56.1 | ||||||||||
| northeast | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 7 | 55.9 | ||||||||||
| northeast | 355 | 19 | 97 | 145 | 12.3 | 967 | 871 | 28 | 55.45 | ||||||||||
| northeast | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 100 | 55.06 | ||||||||||
| northeast | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 7 | 54.9 | ||||||||||
| northeast | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 56 | 53.96 | ||||||||||
| northeast | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 56 | 53.77 | ||||||||||
| northeast | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 56 | 53.72 | ||||||||||
| northeast | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 100 | 53.66 | ||||||||||
| northeast | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 100 | 52.96 | ||||||||||
| northeast | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 90 | 52.91 | ||||||||||
| northeast | 279.8 | 128.9 | 100.4 | 172.4 | 9.5 | 825.1 | 804.9 | 28 | 52.83 | ||||||||||
| northeast | 405 | 0 | 0 | 175 | 0 | 1120 | 695 | 28 | 52.3 | ||||||||||
| northeast | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 28 | 52.2 | ||||||||||
| northeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 7 | 52.01 | ||||||||||
| northeast | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 90 | 51.86 | ||||||||||
| northeast | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 28 | 51.33 | ||||||||||
| northeast | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 56 | 51.04 | ||||||||||
| northeast | 520 | 0 | 0 | 175 | 5.2 | 870 | 805 | 28 | 51.02 | ||||||||||
| northeast | 522 | 0 | 0 | 146 | 0 | 896 | 896 | 7 | 50.51 | ||||||||||
| northeast | 259.9 | 100.6 | 78.4 | 170.6 | 10.4 | 935.7 | 762.9 | 28 | 49.77 | ||||||||||
| northeast | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 7 | 49.2 | ||||||||||
| northeast | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 56 | 48.59 | ||||||||||
| northeast | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 90 | 47.71 | ||||||||||
| northeast | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 90 | 47.22 | ||||||||||
| northeast | 289 | 134 | 0 | 195 | 6 | 924 | 760 | 28 | 46.24 | ||||||||||
| northeast | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 28 | 45.94 | ||||||||||
| northeast | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 100 | 45.84 | ||||||||||
| northeast | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 100 | 44.7 | ||||||||||
| northeast | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 100 | 44.3 | ||||||||||
| northeast | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 56 | 44.14 | ||||||||||
| northeast | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 28 | 44.09 | ||||||||||
| northeast | 400 | 0 | 0 | 187 | 0 | 1025 | 745 | 28 | 43.7 | ||||||||||
| northeast | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 100 | 43.58 | ||||||||||
| northeast | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 56 | 43.5 | ||||||||||
| northeast | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 56 | 43.39 | ||||||||||
| northeast | 157 | 236 | 0 | 192 | 0 | 935.4 | 781.2 | 90 | 43.38 | ||||||||||
| northeast | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 7 | 42.8 | ||||||||||
| northeast | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 14 | 42.29 | ||||||||||
| northeast | 288.4 | 121 | 0 | 177.4 | 7 | 907.9 | 829.5 | 28 | 42.14 | ||||||||||
| northeast | 264.5 | 111 | 86.5 | 195.5 | 5.9 | 832.6 | 790.4 | 28 | 41.54 | ||||||||||
| northeast | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 3 | 41.1 | ||||||||||
| northeast | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 100 | 41.05 | ||||||||||
| northeast | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 100 | 40.39 | ||||||||||
| northeast | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 28 | 40.23 | ||||||||||
| northeast | 317.9 | 0 | 126.5 | 209.7 | 5.7 | 860.5 | 736.6 | 28 | 40.06 | ||||||||||
| northeast | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 100 | 39.78 | ||||||||||
| northeast | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 90 | 39.49 | ||||||||||
| northeast | 160 | 250 | 0 | 168 | 12 | 1049 | 688 | 28 | 39.45 | ||||||||||
| northeast | 239.6 | 359.4 | 0 | 185.7 | 0 | 941.6 | 664.3 | 28 | 39.44 | ||||||||||
| northeast | 266.2 | 112.3 | 87.5 | 177.9 | 10.4 | 909.7 | 744.5 | 28 | 39.42 | ||||||||||
| northeast | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 90 | 39.36 | ||||||||||
| northeast | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 28 | 39.32 | ||||||||||
| northeast | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 28 | 39.29 | ||||||||||
| northeast | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 100 | 39.23 | ||||||||||
| northeast | 397 | 0 | 0 | 185 | 0 | 1040 | 734 | 28 | 39.09 | ||||||||||
| northeast | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 100 | 39 | ||||||||||
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 7 | 38.61 | ||||||||||
| northeast | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 14 | 38.6 | ||||||||||
| northeast | 314 | 0 | 113 | 170 | 10 | 925 | 783 | 28 | 38.46 | ||||||||||
| northeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 7 | 38.02 | ||||||||||
| northeast | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 90 | 37.91 | ||||||||||
| northeast | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 28 | 37.81 | ||||||||||
| northeast | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 3 | 37.8 | ||||||||||
| northeast | 382 | 0 | 0 | 186 | 0 | 1047 | 739 | 28 | 37.42 | ||||||||||
| northeast | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 100 | 37.33 | ||||||||||
| northeast | 321.4 | 0 | 127.9 | 182.5 | 11.5 | 870.1 | 779.7 | 28 | 37.27 | ||||||||||
| northeast | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 7 | 36.84 | ||||||||||
| northeast | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 3 | 36.3 | ||||||||||
| northeast | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 100 | 36.25 | ||||||||||
| northeast | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 14 | 35.96 | ||||||||||
| northeast | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 90 | 35.76 | ||||||||||
| northeast | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 7 | 35.75 | ||||||||||
| northeast | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 56 | 35.34 | ||||||||||
| northeast | 160.2 | 188 | 146.4 | 203.2 | 11.3 | 828.7 | 709.7 | 28 | 35.31 | ||||||||||
| northeast | 139.7 | 163.9 | 127.7 | 236.7 | 5.8 | 868.6 | 655.6 | 28 | 35.23 | ||||||||||
| northeast | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 7 | 35.08 | ||||||||||
| northeast | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 14 | 34.67 | ||||||||||
| northeast | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 100 | 34.49 | ||||||||||
| northeast | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 3 | 34.4 | ||||||||||
| northeast | 350 | 0 | 0 | 186 | 0 | 1050 | 770 | 28 | 34.29 | ||||||||||
| northeast | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 56 | 33.96 | ||||||||||
| northeast | 162 | 190 | 148 | 179 | 19 | 838 | 741 | 28 | 33.76 | ||||||||||
| northeast | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 28 | 33.73 | ||||||||||
| northeast | 261.9 | 110.5 | 86.1 | 195.4 | 5 | 895.2 | 732.6 | 28 | 33.72 | ||||||||||
| northeast | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 100 | 33.56 | ||||||||||
| northeast | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 100 | 33.54 | ||||||||||
| northeast | 290.2 | 193.5 | 0 | 185.7 | 0 | 998.2 | 704.3 | 28 | 33.04 | ||||||||||
| northeast | 149.5 | 236 | 0 | 175.8 | 12.6 | 846.8 | 892.7 | 28 | 32.96 | ||||||||||
| northeast | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 90 | 32.92 | ||||||||||
| northeast | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 14 | 32.9 | ||||||||||
| northeast | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 28 | 32.66 | ||||||||||
| northeast | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 100 | 32.33 | ||||||||||
| northeast | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 90 | 32.07 | ||||||||||
| northeast | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 28 | 31.97 | ||||||||||
| northeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 28 | 31.12 | ||||||||||
| northeast | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 3 | 30.45 | ||||||||||
| northeast | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 14 | 30.39 | ||||||||||
| northeast | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 28 | 30.22 | ||||||||||
| northeast | 304.8 | 0 | 99.6 | 196 | 9.8 | 959.4 | 705.2 | 28 | 30.12 | ||||||||||
| northeast | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 14 | 29.93 | ||||||||||
| northeast | 144 | 170 | 133 | 192 | 8 | 814 | 805 | 28 | 29.87 | ||||||||||
| northeast | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 14 | 29.59 | ||||||||||
| northeast | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 3 | 29.55 | ||||||||||
| northeast | 155 | 184 | 143 | 194 | 9 | 880 | 699 | 28 | 28.99 | ||||||||||
| northeast | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 28 | 28.02 | ||||||||||
| northeast | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 28 | 27.83 | ||||||||||
| northeast | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 3 | 27.42 | ||||||||||
| northeast | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 28 | 27.34 | ||||||||||
| northeast | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 14 | 27.04 | ||||||||||
| northeast | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 14 | 26.77 | ||||||||||
| northeast | 302 | 0 | 0 | 203 | 0 | 974 | 817 | 100 | 26.74 | ||||||||||
| northeast | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 28 | 25.72 | ||||||||||
| northeast | 295 | 0 | 0 | 185 | 0 | 1069 | 769 | 28 | 25.18 | ||||||||||
| northeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 3 | 25.02 | ||||||||||
| northeast | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 28 | 24.89 | ||||||||||
| northeast | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 3 | 24.4 | ||||||||||
| northeast | 480 | 0 | 0 | 192 | 0 | 936 | 721 | 3 | 24.39 | ||||||||||
| northeast | 236 | 0 | 0 | 193 | 0 | 968 | 885 | 100 | 24.1 | ||||||||||
| northeast | 155 | 183 | 0 | 193 | 9 | 877 | 868 | 28 | 23.79 | ||||||||||
| northeast | 146 | 173 | 0 | 182 | 3 | 986 | 817 | 28 | 23.74 | ||||||||||
| northeast | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 56 | 23.25 | ||||||||||
| northeast | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 3 | 22.75 | ||||||||||
| northeast | 381.4 | 0 | 0 | 185.7 | 0 | 1104.6 | 784.3 | 28 | 22.49 | ||||||||||
| northeast | 210.7 | 316.1 | 0 | 185.7 | 0 | 977 | 689.3 | 7 | 21.82 | ||||||||||
| northeast | 296 | 0 | 0 | 192 | 0 | 1085 | 765 | 28 | 21.65 | ||||||||||
| northeast | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 3 | 21.29 | ||||||||||
| northeast | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 7 | 20.97 | ||||||||||
| northeast | 252 | 0 | 0 | 185 | 0 | 1111 | 784 | 28 | 19.69 | ||||||||||
| northeast | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 3 | 19.52 | ||||||||||
| northeast | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 28 | 17.96 | ||||||||||
| northeast | 238.1 | 0 | 0 | 185.7 | 0 | 1118.8 | 789.3 | 28 | 17.58 | ||||||||||
| northeast | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 7 | 17.44 | ||||||||||
| northeast | 225 | 0 | 0 | 181 | 0 | 1113 | 833 | 28 | 17.34 | ||||||||||
| northeast | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 3 | 17.22 | ||||||||||
| northeast | 193.5 | 290.2 | 0 | 185.7 | 0 | 998.2 | 704.3 | 7 | 17.2 | ||||||||||
| northeast | 154 | 144 | 112 | 220 | 10 | 923 | 658 | 28 | 16.5 | ||||||||||
| northeast | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 7 | 16.26 | ||||||||||
| northeast | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 7 | 14.59 | ||||||||||
| northeast | 381.4 | 0 | 0 | 185.7 | 0 | 1104.6 | 784.3 | 7 | 14.54 | ||||||||||
| northeast | 296 | 0 | 0 | 192 | 0 | 1085 | 765 | 7 | 14.2 | ||||||||||
| northeast | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 3 | 11.65 | ||||||||||
| northeast | 382 | 0 | 0 | 186 | 0 | 1111 | 784 | 7 | 11.47 | ||||||||||
| northeast | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 3 | 11.36 | ||||||||||
| northeast | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 7 | 10.79 | ||||||||||
| northeast | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 3 | 10.76 | ||||||||||
| northeast | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 3 | 9.13 | ||||||||||
| northeast | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 7 | 9.01 | ||||||||||
| northeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 3 | 7.4 | ||||||||||
| northeast | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 3 | 6.94 | ||||||||||
| northeast | 102 | 153 | 0 | 192 | 0 | 887 | 942 | 3 | 4.57 | ||||||||||
| northeast | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 3 | 3.32 | ||||||||||
| northwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 28 | 74.7 | ||||||||||
| northwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 100 | 60.95 | ||||||||||
| northwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 56 | 55.2 | ||||||||||
| northwest | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 56 | 53.46 | ||||||||||
| northwest | 313 | 161 | 0 | 178 | 10 | 917 | 759 | 28 | 52.44 | ||||||||||
| northwest | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 28 | 52.2 | ||||||||||
| northwest | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 100 | 52.12 | ||||||||||
| northwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 28 | 50.7 | ||||||||||
| northwest | 310 | 143 | 0 | 168 | 10 | 914 | 804 | 28 | 45.3 | ||||||||||
| northwest | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 100 | 43.06 | ||||||||||
| northwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 28 | 39.16 | ||||||||||
| northwest | 374.3 | 0 | 0 | 190.2 | 6.7 | 1013.2 | 730.4 | 28 | 39.06 | ||||||||||
| northwest | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 100 | 37.68 | ||||||||||
| northwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 14 | 36.94 | ||||||||||
| northwest | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 90 | 33.19 | ||||||||||
| northwest | 162 | 214 | 164 | 202 | 10 | 820 | 680 | 28 | 30.65 | ||||||||||
| northwest | 139.6 | 209.4 | 0 | 192 | 0 | 1047 | 806.9 | 28 | 28.24 | ||||||||||
| northwest | 158.6 | 148.9 | 116 | 175.1 | 15 | 953.3 | 719.7 | 28 | 27.68 | ||||||||||
| northwest | 166.1 | 0 | 163.3 | 176.5 | 4.5 | 1058.6 | 780.1 | 14 | 25.48 | ||||||||||
| northwest | 316.1 | 210.7 | 0 | 185.7 | 0 | 977 | 689.3 | 7 | 24.44 | ||||||||||
| northwest | 382 | 0 | 0 | 186 | 0 | 1047 | 739 | 7 | 24 | ||||||||||
| northwest | 300 | 0 | 120 | 212 | 10 | 878 | 728 | 28 | 23.84 | ||||||||||
| northwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 7 | 23.22 | ||||||||||
| northwest | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 3 | 23.08 | ||||||||||
| northwest | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 14 | 21.5 | ||||||||||
| northwest | 250 | 0 | 0 | 182 | 0 | 1100 | 820 | 28 | 20.87 | ||||||||||
| northwest | 322 | 0 | 0 | 203 | 0 | 974 | 800 | 14 | 20.77 | ||||||||||
| northwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 7 | 18.13 | ||||||||||
| northwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 3 | 15.34 | ||||||||||
| northwest | 145 | 0 | 134 | 181 | 11 | 979 | 812 | 28 | 13.2 | ||||||||||
| northwest | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 3 | 6.28 | ||||||||||
| southeast | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 28 | 74.5 | ||||||||||
| southeast | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 28 | 72.1 | ||||||||||
| southeast | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 91 | 70.7 | ||||||||||
| southeast | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 56 | 66.1 | ||||||||||
| southeast | 366 | 187 | 0 | 191.3 | 6.6 | 824.3 | 756.9 | 28 | 65.91 | ||||||||||
| southeast | 425 | 106.3 | 0 | 153.5 | 16.5 | 852.1 | 887.1 | 91 | 65.2 | ||||||||||
| southeast | 505 | 0 | 60 | 195 | 0 | 1030 | 630 | 28 | 64.02 | ||||||||||
| southeast | 520 | 0 | 0 | 170 | 5.2 | 855 | 855 | 28 | 60.28 | ||||||||||
| southeast | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 100 | 58.61 | ||||||||||
| southeast | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 56 | 56.85 | ||||||||||
| southeast | 528 | 0 | 0 | 185 | 6.9 | 920 | 720 | 28 | 56.83 | ||||||||||
| southeast | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 56 | 56.14 | ||||||||||
| southeast | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 100 | 56.06 | ||||||||||
| southeast | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 28 | 55.5 | ||||||||||
| southeast | 379.5 | 151.2 | 0 | 153.9 | 15.9 | 1134.3 | 605 | 56 | 54.9 | ||||||||||
| southeast | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 100 | 53.1 | ||||||||||
| southeast | 312.9 | 160.5 | 0 | 177.6 | 9.6 | 916.6 | 759.5 | 28 | 52.45 | ||||||||||
| southeast | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 56 | 51.43 | ||||||||||
| southeast | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 56 | 51.26 | ||||||||||
| southeast | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 100 | 48.67 | ||||||||||
| southeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 100 | 48.15 | ||||||||||
| southeast | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 56 | 47.13 | ||||||||||
| southeast | 531.3 | 0 | 0 | 141.8 | 28.2 | 852.1 | 893.7 | 7 | 46.9 | ||||||||||
| southeast | 142 | 167 | 130 | 174 | 11 | 883 | 785 | 28 | 44.61 | ||||||||||
| southeast | 334 | 17.6 | 158 | 189 | 15.3 | 967 | 633 | 28 | 44.33 | ||||||||||
| southeast | 276 | 116 | 90 | 180 | 9 | 870 | 768 | 28 | 44.28 | ||||||||||
| southeast | 480 | 0 | 0 | 192 | 0 | 936 | 721 | 28 | 43.89 | ||||||||||
| southeast | 287.3 | 120.5 | 93.9 | 187.6 | 9.2 | 904.4 | 695.9 | 28 | 43.8 | ||||||||||
| southeast | 277 | 116.8 | 91 | 190.6 | 7 | 946.5 | 665.6 | 28 | 43.58 | ||||||||||
| southeast | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 90 | 43.25 | ||||||||||
| southeast | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 100 | 43.01 | ||||||||||
| southeast | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 14 | 41.89 | ||||||||||
| southeast | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 90 | 41.68 | ||||||||||
| southeast | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 100 | 41.16 | ||||||||||
| southeast | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 100 | 40.86 | ||||||||||
| southeast | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 100 | 40.27 | ||||||||||
| southeast | 162 | 207 | 172 | 216 | 10 | 822 | 638 | 28 | 39.84 | ||||||||||
| southeast | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 100 | 39.38 | ||||||||||
| southeast | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 56 | 39.15 | ||||||||||
| southeast | 316.1 | 210.7 | 0 | 185.7 | 0 | 977 | 689.3 | 28 | 38.7 | ||||||||||
| southeast | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 28 | 38.5 | ||||||||||
| southeast | 309.9 | 142.8 | 111.2 | 167.8 | 22.1 | 913.9 | 651.2 | 28 | 38.22 | ||||||||||
| southeast | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 100 | 37.96 | ||||||||||
| southeast | 166 | 260 | 0 | 183 | 13 | 859 | 827 | 28 | 37.91 | ||||||||||
| southeast | 382.5 | 0 | 0 | 185.7 | 0 | 1047.8 | 739.3 | 28 | 37.44 | ||||||||||
| southeast | 397 | 0 | 0 | 186 | 0 | 1040 | 734 | 28 | 36.94 | ||||||||||
| southeast | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 56 | 36.64 | ||||||||||
| southeast | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 100 | 36.45 | ||||||||||
| southeast | 298 | 0 | 107 | 164 | 13 | 953 | 784 | 28 | 35.86 | ||||||||||
| southeast | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 56 | 35.85 | ||||||||||
| southeast | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 56 | 35.57 | ||||||||||
| southeast | 162 | 190.1 | 148.1 | 178.8 | 18.8 | 838.1 | 741.4 | 28 | 33.76 | ||||||||||
| southeast | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 14 | 33.7 | ||||||||||
| southeast | 303.6 | 139.9 | 0 | 213.5 | 6.2 | 895.5 | 722.5 | 28 | 33.42 | ||||||||||
| southeast | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 28 | 33.02 | ||||||||||
| southeast | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 56 | 32.85 | ||||||||||
| southeast | 159 | 187 | 0 | 176 | 11 | 990 | 789 | 28 | 32.76 | ||||||||||
| southeast | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 100 | 32.72 | ||||||||||
| southeast | 193.5 | 290.2 | 0 | 185.7 | 0 | 998.2 | 704.3 | 28 | 32.63 | ||||||||||
| southeast | 339 | 0 | 0 | 185 | 0 | 1060 | 754 | 28 | 31.65 | ||||||||||
| southeast | 159 | 209 | 161 | 201 | 7 | 848 | 669 | 28 | 30.88 | ||||||||||
| southeast | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 100 | 29.79 | ||||||||||
| southeast | 155.2 | 183.9 | 143.2 | 193.8 | 9.2 | 879.6 | 698.5 | 28 | 28.99 | ||||||||||
| southeast | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 3 | 28.8 | ||||||||||
| southeast | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 28 | 27.87 | ||||||||||
| southeast | 152.6 | 238.7 | 0 | 200 | 6.3 | 1001.8 | 683.9 | 28 | 26.86 | ||||||||||
| southeast | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 90 | 26.32 | ||||||||||
| southeast | 144 | 136 | 106 | 178 | 7 | 941 | 774 | 28 | 26.14 | ||||||||||
| southeast | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 14 | 25.62 | ||||||||||
| southeast | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 14 | 25.37 | ||||||||||
| southeast | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 3 | 25.2 | ||||||||||
| southeast | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 28 | 24.85 | ||||||||||
| southeast | 382.5 | 0 | 0 | 185.7 | 0 | 1047.8 | 739.3 | 7 | 24.07 | ||||||||||
| southeast | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 7 | 23.52 | ||||||||||
| southeast | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 3 | 21.91 | ||||||||||
| southeast | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 14 | 21.06 | ||||||||||
| southeast | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 14 | 20.73 | ||||||||||
| southeast | 272.8 | 181.9 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 7 | 19.77 | ||||||||||
| southeast | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 28 | 18.42 | ||||||||||
| southeast | 302 | 0 | 0 | 203 | 0 | 974 | 817 | 14 | 18.13 | ||||||||||
| southeast | 165 | 0 | 150 | 182 | 12 | 1023 | 729 | 28 | 18.03 | ||||||||||
| southeast | 238 | 0 | 0 | 186 | 0 | 1119 | 789 | 28 | 17.54 | ||||||||||
| southeast | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 7 | 17.24 | ||||||||||
| southeast | 153.6 | 144.2 | 112.3 | 220.1 | 10.1 | 923.2 | 657.9 | 28 | 16.5 | ||||||||||
| southeast | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 7 | 15.75 | ||||||||||
| southeast | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 3 | 15.62 | ||||||||||
| southeast | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 3 | 15.52 | ||||||||||
| southeast | 143.6 | 0 | 174.9 | 158.4 | 17.9 | 942.7 | 844.5 | 28 | 15.42 | ||||||||||
| southeast | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 7 | 14.6 | ||||||||||
| southeast | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 3 | 13.57 | ||||||||||
| southeast | 150.7 | 0 | 185.3 | 166.7 | 15.6 | 1074.5 | 678 | 28 | 13.46 | ||||||||||
| southeast | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 3 | 13.4 | ||||||||||
| southeast | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 3 | 13.36 | ||||||||||
| southeast | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 3 | 13.33 | ||||||||||
| southeast | 154.8 | 0 | 142.8 | 193.3 | 9.1 | 1047.4 | 696.7 | 28 | 12.46 | ||||||||||
| southeast | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 7 | 10.09 | ||||||||||
| southeast | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 3 | 4.78 | ||||||||||
| southwest | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 91 | 82.6 | ||||||||||
| southwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 56 | 80.2 | ||||||||||
| southwest | 389.9 | 189 | 0 | 145.9 | 22 | 944.7 | 755.8 | 56 | 79.4 | ||||||||||
| southwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 56 | 77.3 | ||||||||||
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 91 | 76.8 | ||||||||||
| southwest | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 91 | 75.5 | ||||||||||
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 56 | 72.99 | ||||||||||
| southwest | 485 | 0 | 0 | 146 | 0 | 1120 | 800 | 28 | 71.99 | ||||||||||
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 100 | 71.62 | ||||||||||
| southwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 28 | 71.3 | ||||||||||
| southwest | 500 | 0 | 0 | 151 | 9 | 1033 | 655 | 28 | 69.84 | ||||||||||
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 90 | 69.66 | ||||||||||
| southwest | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 56 | 69.3 | ||||||||||
| southwest | 500 | 0 | 0 | 140 | 4 | 966 | 853 | 28 | 67.57 | ||||||||||
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 28 | 67.31 | ||||||||||
| southwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 100 | 67.11 | ||||||||||
| southwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 100 | 66.95 | ||||||||||
| southwest | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 56 | 66.78 | ||||||||||
| southwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 91 | 66.7 | ||||||||||
| southwest | 313.3 | 262.2 | 0 | 175.5 | 8.6 | 1046.9 | 611.8 | 91 | 66.6 | ||||||||||
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 100 | 66.42 | ||||||||||
| southwest | 366 | 187 | 0 | 191 | 7 | 824 | 757 | 28 | 65.91 | ||||||||||
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 91 | 64.9 | ||||||||||
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 56 | 63.4 | ||||||||||
| southwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 28 | 63.14 | ||||||||||
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 91 | 62.5 | ||||||||||
| southwest | 424 | 22 | 132 | 178 | 8.5 | 822 | 750 | 28 | 62.05 | ||||||||||
| southwest | 218.2 | 54.6 | 123.8 | 140.8 | 11.9 | 1075.7 | 792.7 | 56 | 61.99 | ||||||||||
| southwest | 425 | 106.3 | 0 | 151.4 | 18.6 | 936 | 803.7 | 28 | 61.8 | ||||||||||
| southwest | 326 | 166 | 0 | 174 | 9 | 882 | 790 | 28 | 61.23 | ||||||||||
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 28 | 61.09 | ||||||||||
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 56 | 61.07 | ||||||||||
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 56 | 60.2 | ||||||||||
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 14 | 59.76 | ||||||||||
| southwest | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 100 | 59.3 | ||||||||||
| southwest | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 28 | 57.92 | ||||||||||
| southwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 91 | 57.6 | ||||||||||
| southwest | 321 | 164 | 0 | 190 | 5 | 870 | 774 | 28 | 57.21 | ||||||||||
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 28 | 57.03 | ||||||||||
| southwest | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 100 | 56.81 | ||||||||||
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 28 | 56.7 | ||||||||||
| southwest | 330.5 | 169.6 | 0 | 194.9 | 8.1 | 811 | 802.3 | 28 | 56.62 | ||||||||||
| southwest | 387 | 20 | 94 | 157 | 14.3 | 938 | 845 | 56 | 56.34 | ||||||||||
| southwest | 342 | 38 | 0 | 228 | 0 | 932 | 670 | 100 | 56.14 | ||||||||||
| southwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 56 | 55.83 | ||||||||||
| southwest | 397 | 17.2 | 158 | 167 | 20.8 | 967 | 633 | 28 | 55.65 | ||||||||||
| southwest | 475 | 118.8 | 0 | 181.1 | 8.9 | 852.1 | 781.5 | 7 | 55.6 | ||||||||||
| southwest | 385 | 0 | 136 | 158 | 20 | 903 | 768 | 28 | 55.55 | ||||||||||
| southwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 100 | 55.02 | ||||||||||
| southwest | 480 | 0 | 0 | 192 | 0 | 936.2 | 712.2 | 90 | 54.32 | ||||||||||
| southwest | 480 | 0 | 0 | 192 | 0 | 936 | 721 | 90 | 54.28 | ||||||||||
| southwest | 401.8 | 94.7 | 0 | 147.4 | 11.4 | 946.8 | 852.1 | 7 | 54.1 | ||||||||||
| southwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 100 | 53.9 | ||||||||||
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 100 | 53.69 | ||||||||||
| southwest | 297.8 | 137.2 | 106.9 | 201.3 | 6 | 878.4 | 655.3 | 28 | 53.52 | ||||||||||
| southwest | 380 | 0 | 0 | 228 | 0 | 932 | 670 | 100 | 53.3 | ||||||||||
| southwest | 280 | 129 | 100 | 172 | 9 | 825 | 805 | 28 | 52.82 | ||||||||||
| southwest | 540 | 0 | 0 | 173 | 0 | 1125 | 613 | 7 | 52.61 | ||||||||||
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 28 | 52.5 | ||||||||||
| southwest | 322 | 149 | 0 | 186 | 8 | 951 | 709 | 28 | 52.42 | ||||||||||
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 100 | 52.04 | ||||||||||
| southwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 100 | 51.73 | ||||||||||
| southwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 56 | 51.72 | ||||||||||
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 28 | 51.02 | ||||||||||
| southwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 100 | 50.95 | ||||||||||
| southwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 100 | 50.94 | ||||||||||
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 100 | 50.66 | ||||||||||
| southwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 28 | 50.6 | ||||||||||
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 100 | 50.08 | ||||||||||
| southwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 100 | 49.99 | ||||||||||
| southwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 28 | 49.9 | ||||||||||
| southwest | 323.7 | 282.8 | 0 | 183.8 | 10.3 | 942.7 | 659.9 | 7 | 49.8 | ||||||||||
| southwest | 260 | 101 | 78 | 171 | 10 | 936 | 763 | 28 | 49.77 | ||||||||||
| southwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 90 | 49.19 | ||||||||||
| southwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 56 | 48.99 | ||||||||||
| southwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 100 | 48.97 | ||||||||||
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 90 | 48.85 | ||||||||||
| southwest | 393 | 0 | 0 | 192 | 0 | 940 | 758 | 90 | 48.79 | ||||||||||
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 56 | 48.72 | ||||||||||
| southwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 14 | 48.4 | ||||||||||
| southwest | 304 | 76 | 0 | 228 | 0 | 932 | 670 | 28 | 47.81 | ||||||||||
| southwest | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 100 | 47.74 | ||||||||||
| southwest | 277.2 | 97.8 | 24.5 | 160.7 | 11.2 | 1061.7 | 782.5 | 14 | 47.71 | ||||||||||
| southwest | 333 | 17.5 | 163 | 167 | 17.9 | 996 | 652 | 28 | 47.28 | ||||||||||
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 56 | 46.64 | ||||||||||
| southwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 28 | 46.39 | ||||||||||
| southwest | 314 | 145 | 113 | 179 | 8 | 869 | 690 | 28 | 46.23 | ||||||||||
| southwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 100 | 46.23 | ||||||||||
| southwest | 374 | 189.2 | 0 | 170.1 | 10.1 | 926.1 | 756.7 | 7 | 46.2 | ||||||||||
| southwest | 387 | 20 | 94 | 157 | 13.9 | 938 | 845 | 7 | 45.9 | ||||||||||
| southwest | 266 | 114 | 0 | 228 | 0 | 932 | 670 | 28 | 45.85 | ||||||||||
| southwest | 213.7 | 98.1 | 24.5 | 181.7 | 6.9 | 1065.8 | 785.4 | 28 | 45.71 | ||||||||||
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 7 | 45.7 | ||||||||||
| southwest | 290.4 | 0 | 96.2 | 168.1 | 9.4 | 961.2 | 865 | 56 | 45.08 | ||||||||||
| southwest | 336.5 | 0 | 0 | 181.9 | 3.4 | 985.8 | 816.8 | 28 | 44.87 | ||||||||||
| southwest | 336 | 0 | 0 | 182 | 3 | 986 | 817 | 28 | 44.86 | ||||||||||
| southwest | 312.7 | 144.7 | 0 | 127.3 | 8 | 999.7 | 822.2 | 28 | 44.52 | ||||||||||
| southwest | 313 | 145 | 0 | 127 | 8 | 1000 | 822 | 28 | 44.52 | ||||||||||
| southwest | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 56 | 44.4 | ||||||||||
| southwest | 313 | 145 | 0 | 178 | 8 | 867 | 824 | 28 | 44.39 | ||||||||||
| southwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 100 | 44.3 | ||||||||||
| southwest | 276.4 | 116 | 90.3 | 179.6 | 8.9 | 870.1 | 768.3 | 28 | 44.28 | ||||||||||
| southwest | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 100 | 44.21 | ||||||||||
| southwest | 500.1 | 0 | 0 | 200 | 3 | 1124.4 | 613.2 | 28 | 44.13 | ||||||||||
| southwest | 284 | 15 | 141 | 179 | 5.5 | 842 | 801 | 28 | 43.73 | ||||||||||
| southwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 100 | 43.7 | ||||||||||
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 100 | 43.7 | ||||||||||
| southwest | 277 | 117 | 91 | 191 | 7 | 946 | 666 | 28 | 43.57 | ||||||||||
| southwest | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 90 | 43.57 | ||||||||||
| southwest | 298.1 | 0 | 107 | 186.4 | 6.1 | 879 | 815.2 | 28 | 42.64 | ||||||||||
| southwest | 525 | 0 | 0 | 189 | 0 | 1125 | 613 | 7 | 42.42 | ||||||||||
| southwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 100 | 42.35 | ||||||||||
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 90 | 42.33 | ||||||||||
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 14 | 42.22 | ||||||||||
| southwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 100 | 42.13 | ||||||||||
| southwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 100 | 42.13 | ||||||||||
| southwest | 287 | 121 | 94 | 188 | 9 | 904 | 696 | 28 | 41.94 | ||||||||||
| southwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 100 | 41.93 | ||||||||||
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 100 | 41.84 | ||||||||||
| southwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 100 | 41.72 | ||||||||||
| southwest | 387 | 20 | 94 | 157 | 11.6 | 938 | 845 | 7 | 41.67 | ||||||||||
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 90 | 41.54 | ||||||||||
| southwest | 167 | 75.4 | 167 | 164 | 7.9 | 1007.3 | 770.1 | 28 | 41.41 | ||||||||||
| southwest | 516 | 0 | 0 | 162 | 8.2 | 801 | 802 | 28 | 41.37 | ||||||||||
| southwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 28 | 41.2 | ||||||||||
| southwest | 313 | 145 | 0 | 178 | 8 | 1002 | 689 | 28 | 41.05 | ||||||||||
| southwest | 313.3 | 145 | 0 | 178.5 | 8 | 1001.9 | 688.7 | 28 | 41.05 | ||||||||||
| southwest | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 100 | 41.05 | ||||||||||
| southwest | 313.3 | 145 | 0 | 178.5 | 8 | 867.2 | 824 | 28 | 40.93 | ||||||||||
| southwest | 284 | 120 | 0 | 168 | 7 | 970 | 794 | 28 | 40.93 | ||||||||||
| southwest | 284 | 119.7 | 0 | 168.3 | 7.2 | 970.4 | 794.2 | 28 | 40.93 | ||||||||||
| southwest | 356 | 0 | 142 | 193 | 11 | 801 | 778 | 28 | 40.87 | ||||||||||
| southwest | 355.9 | 0 | 141.6 | 193.3 | 11 | 801.4 | 778.4 | 28 | 40.87 | ||||||||||
| southwest | 190 | 190 | 0 | 228 | 0 | 932 | 670 | 28 | 40.86 | ||||||||||
| southwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 100 | 40.86 | ||||||||||
| southwest | 380 | 95 | 0 | 228 | 0 | 932 | 594 | 100 | 40.76 | ||||||||||
| southwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 90 | 40.66 | ||||||||||
| southwest | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 100 | 40.57 | ||||||||||
| southwest | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 7 | 40.29 | ||||||||||
| southwest | 469 | 117.2 | 0 | 137.8 | 32.2 | 852.1 | 840.5 | 3 | 40.2 | ||||||||||
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 28 | 40.15 | ||||||||||
| southwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 100 | 40.15 | ||||||||||
| southwest | 318 | 0 | 126 | 210 | 6 | 861 | 737 | 28 | 40.06 | ||||||||||
| southwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 90 | 39.7 | ||||||||||
| southwest | 228 | 342.1 | 0 | 185.7 | 0 | 955.8 | 674.3 | 28 | 39.7 | ||||||||||
| southwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 90 | 39.66 | ||||||||||
| southwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 56 | 39.64 | ||||||||||
| southwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 100 | 39.61 | ||||||||||
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 28 | 39.6 | ||||||||||
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 56 | 39.59 | ||||||||||
| southwest | 159.8 | 250 | 0 | 168.4 | 12.2 | 1049.3 | 688.2 | 28 | 39.46 | ||||||||||
| southwest | 234 | 156 | 0 | 189 | 5.9 | 981 | 760 | 28 | 39.3 | ||||||||||
| southwest | 446 | 24 | 79 | 162 | 11.6 | 967 | 712 | 7 | 39.3 | ||||||||||
| southwest | 374 | 0 | 0 | 190 | 7 | 1013 | 730 | 28 | 39.05 | ||||||||||
| southwest | 424 | 22 | 132 | 178 | 8.5 | 822 | 750 | 7 | 39 | ||||||||||
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 100 | 39 | ||||||||||
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 100 | 38.89 | ||||||||||
| southwest | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 28 | 38.8 | ||||||||||
| southwest | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 14 | 38.77 | ||||||||||
| southwest | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 100 | 38.7 | ||||||||||
| southwest | 475 | 0 | 0 | 228 | 0 | 932 | 594 | 7 | 38.6 | ||||||||||
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 56 | 38.56 | ||||||||||
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 100 | 38.41 | ||||||||||
| southwest | 375 | 0 | 0 | 186 | 0 | 1038 | 758 | 28 | 38.21 | ||||||||||
| southwest | 173.5 | 50.1 | 173.5 | 164.8 | 6.5 | 1006.2 | 793.5 | 28 | 38.2 | ||||||||||
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 7 | 38 | ||||||||||
| southwest | 491 | 26 | 123 | 201 | 3.9 | 822 | 699 | 7 | 37.92 | ||||||||||
| southwest | 210.7 | 316.1 | 0 | 185.7 | 0 | 977 | 689.3 | 28 | 37.81 | ||||||||||
| southwest | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 90 | 37.72 | ||||||||||
| southwest | 427.5 | 47.5 | 0 | 228 | 0 | 932 | 594 | 28 | 37.43 | ||||||||||
| southwest | 150 | 236.8 | 0 | 173.8 | 11.9 | 1069.3 | 674.8 | 28 | 37.43 | ||||||||||
| southwest | 150 | 237 | 0 | 174 | 12 | 1069 | 675 | 28 | 37.43 | ||||||||||
| southwest | 212.6 | 0 | 100.4 | 159.4 | 10.4 | 1003.8 | 903.8 | 28 | 37.4 | ||||||||||
| southwest | 155.6 | 243.5 | 0 | 180.3 | 10.7 | 1022 | 697.7 | 28 | 37.36 | ||||||||||
| southwest | 194.7 | 0 | 100.5 | 165.6 | 7.5 | 1006.4 | 905.9 | 100 | 37.34 | ||||||||||
| southwest | 321 | 0 | 128 | 182 | 11 | 870 | 780 | 28 | 37.26 | ||||||||||
| southwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 90 | 37.23 | ||||||||||
| southwest | 297.2 | 0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 14 | 36.99 | ||||||||||
| southwest | 313 | 0 | 113 | 178 | 8 | 1002 | 689 | 28 | 36.8 | ||||||||||
| southwest | 313.3 | 0 | 113 | 178.5 | 8 | 1001.9 | 688.7 | 28 | 36.8 | ||||||||||
| southwest | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 90 | 36.59 | ||||||||||
| southwest | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 56 | 36.3 | ||||||||||
| southwest | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 100 | 36.15 | ||||||||||
| southwest | 298.1 | 0 | 107.5 | 163.6 | 12.8 | 953.2 | 784 | 28 | 35.87 | ||||||||||
| southwest | 362.6 | 189 | 0 | 164.9 | 11.6 | 944.7 | 755.8 | 3 | 35.3 | ||||||||||
| southwest | 140 | 164 | 128 | 237 | 6 | 869 | 656 | 28 | 35.23 | ||||||||||
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 14 | 35.23 | ||||||||||
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 90 | 35.17 | ||||||||||
| southwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 7 | 35.1 | ||||||||||
| southwest | 388.6 | 97.1 | 0 | 157.9 | 12.1 | 852.1 | 925.7 | 7 | 34.9 | ||||||||||
| southwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 100 | 34.56 | ||||||||||
| southwest | 166.8 | 250.2 | 0 | 203.5 | 0 | 975.6 | 692.6 | 28 | 33.95 | ||||||||||
| southwest | 251.8 | 0 | 99.9 | 146.1 | 12.4 | 1006 | 899.8 | 28 | 33.94 | ||||||||||
| southwest | 255 | 99 | 77 | 189 | 6 | 919 | 749 | 28 | 33.8 | ||||||||||
| southwest | 213.7 | 0 | 174.7 | 154.8 | 10.2 | 1053.5 | 776.4 | 14 | 33.73 | ||||||||||
| southwest | 262 | 111 | 86 | 195 | 5 | 895 | 733 | 28 | 33.72 | ||||||||||
| southwest | 310 | 143 | 111 | 168 | 22 | 914 | 651 | 28 | 33.69 | ||||||||||
| southwest | 172.4 | 13.6 | 172.4 | 156.8 | 4.1 | 1006.3 | 856.4 | 28 | 33.69 | ||||||||||
| southwest | 349 | 0 | 0 | 192 | 0 | 1056 | 809 | 28 | 33.61 | ||||||||||
| southwest | 252 | 97 | 76 | 194 | 8 | 835 | 821 | 28 | 33.4 | ||||||||||
| southwest | 318.8 | 212.5 | 0 | 155.7 | 14.3 | 852.1 | 880.4 | 7 | 33.4 | ||||||||||
| southwest | 132 | 206.5 | 160.9 | 178.9 | 5.5 | 866.9 | 735.6 | 28 | 33.31 | ||||||||||
| southwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 28 | 33.27 | ||||||||||
| southwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 7 | 33.21 | ||||||||||
| southwest | 165 | 128.5 | 132.1 | 175.1 | 8.1 | 1005.8 | 746.6 | 14 | 33.09 | ||||||||||
| southwest | 397 | 0 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 28 | 33.08 | ||||||||||
| southwest | 146 | 230 | 0 | 202 | 3 | 827 | 872 | 28 | 33.06 | ||||||||||
| southwest | 157 | 214 | 152 | 200 | 9 | 819 | 704 | 28 | 33.05 | ||||||||||
| southwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 28 | 33 | ||||||||||
| southwest | 149 | 236 | 0 | 176 | 13 | 847 | 893 | 28 | 32.96 | ||||||||||
| southwest | 160 | 188 | 146 | 203 | 11 | 829 | 710 | 28 | 32.84 | ||||||||||
| southwest | 159.1 | 186.7 | 0 | 175.6 | 11.3 | 989.6 | 788.9 | 28 | 32.77 | ||||||||||
| southwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 28 | 32.72 | ||||||||||
| southwest | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 90 | 32.53 | ||||||||||
| southwest | 261 | 100 | 78 | 201 | 9 | 864 | 761 | 28 | 32.4 | ||||||||||
| southwest | 260.9 | 100.5 | 78.3 | 200.6 | 8.6 | 864.5 | 761.5 | 28 | 32.4 | ||||||||||
| southwest | 424 | 22 | 132 | 168 | 8.9 | 822 | 750 | 3 | 32.11 | ||||||||||
| southwest | 255.5 | 170.3 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 28 | 32.05 | ||||||||||
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 28 | 32.04 | ||||||||||
| southwest | 333 | 0 | 0 | 192 | 0 | 931.2 | 842.6 | 28 | 31.97 | ||||||||||
| southwest | 339.2 | 0 | 0 | 185.7 | 0 | 1069.2 | 754.3 | 28 | 31.9 | ||||||||||
| southwest | 298.2 | 0 | 107 | 209.7 | 11.1 | 879.6 | 744.2 | 28 | 31.88 | ||||||||||
| southwest | 298 | 0 | 107 | 210 | 11 | 880 | 744 | 28 | 31.87 | ||||||||||
| southwest | 331 | 0 | 0 | 192 | 0 | 1025 | 821 | 28 | 31.74 | ||||||||||
| southwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 28 | 31.64 | ||||||||||
| southwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 56 | 31.54 | ||||||||||
| southwest | 296 | 0 | 107 | 221 | 11 | 819 | 778 | 28 | 31.42 | ||||||||||
| southwest | 296 | 0 | 106.7 | 221.4 | 10.5 | 819.2 | 778.4 | 28 | 31.42 | ||||||||||
| southwest | 272.8 | 181.9 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 28 | 31.38 | ||||||||||
| southwest | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 56 | 31.35 | ||||||||||
| southwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 90 | 31.35 | ||||||||||
| southwest | 212 | 0 | 124.8 | 159 | 7.8 | 1085.4 | 799.5 | 14 | 31.35 | ||||||||||
| southwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 90 | 31.25 | ||||||||||
| southwest | 322 | 0 | 116 | 196 | 10 | 818 | 813 | 28 | 31.18 | ||||||||||
| southwest | 322.2 | 0 | 115.6 | 196 | 10.4 | 817.9 | 813.4 | 28 | 31.18 | ||||||||||
| southwest | 133 | 210 | 0 | 196 | 3 | 949 | 795 | 28 | 31.03 | ||||||||||
| southwest | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 90 | 31.02 | ||||||||||
| southwest | 297 | 0 | 0 | 186 | 0 | 1040 | 734 | 7 | 30.96 | ||||||||||
| southwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 28 | 30.85 | ||||||||||
| southwest | 325 | 0 | 0 | 184 | 0 | 1063 | 783 | 28 | 30.57 | ||||||||||
| southwest | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 28 | 30.44 | ||||||||||
| southwest | 332.5 | 142.5 | 0 | 228 | 0 | 932 | 594 | 7 | 30.28 | ||||||||||
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 28 | 30.23 | ||||||||||
| southwest | 400 | 0 | 0 | 187 | 0 | 1025 | 745 | 7 | 30.14 | ||||||||||
| southwest | 305 | 0 | 100 | 196 | 10 | 959 | 705 | 28 | 30.12 | ||||||||||
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 28 | 30.08 | ||||||||||
| southwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 56 | 29.98 | ||||||||||
| southwest | 143 | 169.4 | 142.7 | 190.7 | 8.4 | 967.4 | 643.5 | 28 | 29.73 | ||||||||||
| southwest | 143 | 169 | 143 | 191 | 8 | 967 | 643 | 28 | 29.72 | ||||||||||
| southwest | 251.4 | 0 | 118.3 | 188.5 | 5.8 | 1028.4 | 757.7 | 28 | 29.65 | ||||||||||
| southwest | 322 | 0 | 0 | 203 | 0 | 974 | 800 | 100 | 29.59 | ||||||||||
| southwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 56 | 29.45 | ||||||||||
| southwest | 156 | 178 | 187 | 221 | 7 | 854 | 614 | 28 | 29.41 | ||||||||||
| southwest | 296 | 0 | 0 | 192 | 0 | 1085 | 765 | 90 | 29.39 | ||||||||||
| southwest | 250 | 0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 28 | 29.22 | ||||||||||
| southwest | 136.4 | 161.6 | 125.8 | 171.6 | 10.4 | 922.6 | 764.4 | 28 | 29.07 | ||||||||||
| southwest | 136 | 162 | 126 | 172 | 10 | 923 | 764 | 28 | 29.07 | ||||||||||
| southwest | 375 | 93.8 | 0 | 126.6 | 23.4 | 852.1 | 992.6 | 3 | 29 | ||||||||||
| southwest | 133.1 | 210.2 | 0 | 195.7 | 3.1 | 949.4 | 795.3 | 28 | 28.94 | ||||||||||
| southwest | 249.1 | 0 | 98.8 | 158.1 | 12.8 | 987.8 | 889 | 14 | 28.68 | ||||||||||
| southwest | 237 | 92 | 71 | 247 | 6 | 853 | 695 | 28 | 28.63 | ||||||||||
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 28 | 28.47 | ||||||||||
| southwest | 181.9 | 272.8 | 0 | 185.7 | 0 | 1012.4 | 714.3 | 28 | 27.94 | ||||||||||
| southwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 14 | 27.92 | ||||||||||
| southwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 28 | 27.92 | ||||||||||
| southwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 28 | 27.77 | ||||||||||
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 7 | 27.74 | ||||||||||
| southwest | 159 | 149 | 116 | 175 | 15 | 953 | 720 | 28 | 27.68 | ||||||||||
| southwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 56 | 27.66 | ||||||||||
| southwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 28 | 27.22 | ||||||||||
| southwest | 136 | 196 | 98 | 199 | 6 | 847 | 783 | 28 | 26.97 | ||||||||||
| southwest | 148 | 175 | 0 | 171 | 2 | 1000 | 828 | 28 | 26.92 | ||||||||||
| southwest | 147.8 | 175.1 | 0 | 171.2 | 2.2 | 1000 | 828.5 | 28 | 26.92 | ||||||||||
| southwest | 238.2 | 158.8 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 28 | 26.91 | ||||||||||
| southwest | 153 | 239 | 0 | 200 | 6 | 1002 | 684 | 28 | 26.86 | ||||||||||
| southwest | 237.5 | 237.5 | 0 | 228 | 0 | 932 | 594 | 7 | 26.26 | ||||||||||
| southwest | 153 | 145 | 113 | 178 | 8 | 867 | 824 | 28 | 26.23 | ||||||||||
| southwest | 153.1 | 145 | 113 | 178.5 | 8 | 867.2 | 824 | 28 | 26.23 | ||||||||||
| southwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 28 | 26.2 | ||||||||||
| southwest | 143.8 | 136.3 | 106.2 | 178.1 | 7.5 | 941.5 | 774.3 | 28 | 26.15 | ||||||||||
| southwest | 375 | 0 | 0 | 186 | 0 | 1038 | 758 | 7 | 26.06 | ||||||||||
| southwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 3 | 26.06 | ||||||||||
| southwest | 218.9 | 0 | 124.1 | 158.5 | 11.3 | 1078.7 | 794.9 | 14 | 26.05 | ||||||||||
| southwest | 277 | 0 | 0 | 191 | 0 | 968 | 856 | 28 | 25.97 | ||||||||||
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 14 | 25.69 | ||||||||||
| southwest | 491 | 26 | 123 | 210 | 3.9 | 882 | 699 | 3 | 25.61 | ||||||||||
| southwest | 289 | 0 | 0 | 192 | 0 | 913.2 | 895.3 | 28 | 25.57 | ||||||||||
| southwest | 153 | 145 | 113 | 178 | 8 | 1002 | 689 | 28 | 25.56 | ||||||||||
| southwest | 397 | 0 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 7 | 25.45 | ||||||||||
| southwest | 239.6 | 359.4 | 0 | 185.7 | 0 | 941.6 | 664.3 | 7 | 25.42 | ||||||||||
| southwest | 295.8 | 0 | 0 | 185.7 | 0 | 1091.4 | 769.3 | 28 | 25.22 | ||||||||||
| southwest | 322 | 0 | 0 | 203 | 0 | 974 | 800 | 28 | 25.18 | ||||||||||
| southwest | 312.7 | 0 | 0 | 178.1 | 8 | 999.7 | 822.2 | 28 | 25.1 | ||||||||||
| southwest | 313 | 0 | 0 | 178 | 8 | 1000 | 822 | 28 | 25.1 | ||||||||||
| southwest | 236 | 0 | 0 | 193 | 0 | 968 | 885 | 100 | 25.08 | ||||||||||
| southwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 28 | 24.9 | ||||||||||
| southwest | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 28 | 24.54 | ||||||||||
| southwest | 275 | 0 | 0 | 183 | 0 | 1088 | 808 | 28 | 24.5 | ||||||||||
| southwest | 230 | 0 | 118.3 | 195.5 | 4.6 | 1029.4 | 758.6 | 28 | 24.48 | ||||||||||
| southwest | 222.4 | 0 | 96.7 | 189.3 | 4.5 | 967.1 | 870.3 | 14 | 24.45 | ||||||||||
| southwest | 286.3 | 200.9 | 0 | 144.7 | 11.2 | 1004.6 | 803.7 | 3 | 24.4 | ||||||||||
| southwest | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 28 | 24.29 | ||||||||||
| southwest | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 28 | 24.28 | ||||||||||
| southwest | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 28 | 24.24 | ||||||||||
| southwest | 337.9 | 189 | 0 | 174.9 | 9.5 | 944.7 | 755.8 | 3 | 24.1 | ||||||||||
| southwest | 436 | 0 | 0 | 218 | 0 | 838.4 | 719.7 | 28 | 23.85 | ||||||||||
| southwest | 275.1 | 0 | 121.4 | 159.5 | 9.9 | 1053.6 | 777.5 | 3 | 23.8 | ||||||||||
| southwest | 148.5 | 139.4 | 108.6 | 192.7 | 6.1 | 892.4 | 780 | 28 | 23.7 | ||||||||||
| southwest | 359 | 19 | 141 | 154 | 10.9 | 942 | 801 | 3 | 23.64 | ||||||||||
| southwest | 149 | 118 | 92 | 183 | 7 | 953 | 780 | 28 | 23.52 | ||||||||||
| southwest | 149 | 117.6 | 91.7 | 182.9 | 7.1 | 953.4 | 780.3 | 28 | 23.52 | ||||||||||
| southwest | 246.8 | 0 | 125.1 | 143.3 | 12 | 1086.8 | 800.9 | 3 | 23.52 | ||||||||||
| southwest | 277.1 | 0 | 97.4 | 160.6 | 11.8 | 973.9 | 875.6 | 3 | 23.14 | ||||||||||
| southwest | 295.7 | 0 | 95.6 | 171.5 | 8.9 | 955.1 | 859.2 | 3 | 22.95 | ||||||||||
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 14 | 22.72 | ||||||||||
| southwest | 203.5 | 135.7 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 28 | 22.63 | ||||||||||
| southwest | 350 | 0 | 0 | 203 | 0 | 974 | 775 | 14 | 22.53 | ||||||||||
| southwest | 281 | 0 | 0 | 186 | 0 | 1104 | 774 | 28 | 22.44 | ||||||||||
| southwest | 116 | 173 | 0 | 192 | 0 | 909.8 | 891.9 | 28 | 22.35 | ||||||||||
| southwest | 229.7 | 0 | 118.2 | 195.2 | 6.1 | 1028.1 | 757.6 | 14 | 22.32 | ||||||||||
| southwest | 233.8 | 0 | 94.6 | 197.9 | 4.6 | 947 | 852.2 | 14 | 22.14 | ||||||||||
| southwest | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 28 | 21.97 | ||||||||||
| southwest | 228 | 342.1 | 0 | 185.7 | 0 | 955.8 | 674.3 | 7 | 21.92 | ||||||||||
| southwest | 135 | 105 | 193 | 196 | 6 | 965 | 643 | 28 | 21.91 | ||||||||||
| southwest | 290.2 | 193.5 | 0 | 185.7 | 0 | 998.2 | 704.3 | 7 | 21.86 | ||||||||||
| southwest | 252.3 | 0 | 98.8 | 146.3 | 14.2 | 987.8 | 889 | 3 | 21.78 | ||||||||||
| southwest | 302 | 0 | 0 | 203 | 0 | 974 | 817 | 28 | 21.75 | ||||||||||
| southwest | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 7 | 21.48 | ||||||||||
| southwest | 339 | 0 | 0 | 185 | 0 | 1069 | 754 | 7 | 21.16 | ||||||||||
| southwest | 158.8 | 238.2 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 28 | 21.07 | ||||||||||
| southwest | 178 | 129.8 | 118.6 | 179.9 | 3.6 | 1007.3 | 746.8 | 3 | 20.73 | ||||||||||
| southwest | 108.3 | 162.4 | 0 | 203.5 | 0 | 938.2 | 849 | 28 | 20.59 | ||||||||||
| southwest | 236 | 157 | 0 | 192 | 0 | 972.6 | 749.1 | 7 | 20.42 | ||||||||||
| southwest | 146.5 | 114.6 | 89.3 | 201.9 | 8.8 | 860 | 829.5 | 28 | 19.99 | ||||||||||
| southwest | 147 | 115 | 89 | 202 | 9 | 860 | 829 | 28 | 19.99 | ||||||||||
| southwest | 238.1 | 0 | 94.1 | 186.7 | 7 | 949.9 | 847 | 3 | 19.93 | ||||||||||
| southwest | 203.5 | 305.3 | 0 | 203.5 | 0 | 963.4 | 630 | 7 | 19.54 | ||||||||||
| southwest | 250.2 | 166.8 | 0 | 203.5 | 0 | 977.6 | 694.1 | 7 | 19.35 | ||||||||||
| southwest | 393 | 0 | 0 | 192 | 0 | 940.6 | 785.6 | 3 | 19.2 | ||||||||||
| southwest | 393 | 0 | 0 | 192 | 0 | 940 | 758 | 3 | 19.11 | ||||||||||
| southwest | 296 | 0 | 0 | 186 | 0 | 1090 | 769 | 7 | 18.91 | ||||||||||
| southwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 28 | 18.75 | ||||||||||
| southwest | 154.8 | 183.4 | 0 | 193.3 | 9.1 | 1047.4 | 696.7 | 28 | 18.29 | ||||||||||
| southwest | 349 | 0 | 0 | 192 | 0 | 1047 | 806 | 7 | 18.13 | ||||||||||
| southwest | 164.6 | 0 | 150.4 | 181.6 | 11.7 | 1023.3 | 728.9 | 28 | 18.03 | ||||||||||
| southwest | 214.9 | 53.8 | 121.9 | 155.6 | 9.6 | 1014.3 | 780.6 | 3 | 18.02 | ||||||||||
| southwest | 213.8 | 98.1 | 24.5 | 181.7 | 6.7 | 1066 | 785.5 | 14 | 17.84 | ||||||||||
| southwest | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 14 | 17.82 | ||||||||||
| southwest | 238 | 0 | 0 | 185 | 0 | 1118 | 789 | 28 | 17.54 | ||||||||||
| southwest | 213.5 | 0 | 174.2 | 154.6 | 11.7 | 1052.3 | 775.5 | 3 | 17.37 | ||||||||||
| southwest | 255.5 | 170.3 | 0 | 185.7 | 0 | 1026.6 | 724.3 | 7 | 17.24 | ||||||||||
| southwest | 200 | 133 | 0 | 192 | 0 | 965.4 | 806.2 | 7 | 17.17 | ||||||||||
| southwest | 376 | 0 | 0 | 214.6 | 0 | 1003.5 | 762.4 | 3 | 16.28 | ||||||||||
| southwest | 288 | 192 | 0 | 192 | 0 | 932 | 717.8 | 3 | 16.11 | ||||||||||
| southwest | 173.8 | 93.4 | 159.9 | 172.3 | 9.7 | 1007.2 | 746.6 | 3 | 15.82 | ||||||||||
| southwest | 238.2 | 158.8 | 0 | 185.7 | 0 | 1040.6 | 734.3 | 7 | 15.69 | ||||||||||
| southwest | 213.5 | 0 | 174.2 | 159.2 | 11.7 | 1043.6 | 771.9 | 3 | 15.61 | ||||||||||
| southwest | 300 | 0 | 0 | 184 | 0 | 1075 | 795 | 7 | 15.58 | ||||||||||
| southwest | 151 | 0 | 184 | 167 | 12 | 991 | 772 | 28 | 15.57 | ||||||||||
| southwest | 148.1 | 0 | 182.1 | 181.4 | 15 | 838.9 | 884.3 | 28 | 15.53 | ||||||||||
| southwest | 148 | 0 | 182 | 181 | 15 | 839 | 884 | 28 | 15.52 | ||||||||||
| southwest | 231.8 | 0 | 121.6 | 174 | 6.7 | 1056.4 | 778.5 | 3 | 15.44 | ||||||||||
| southwest | 144 | 0 | 175 | 158 | 18 | 943 | 844 | 28 | 15.42 | ||||||||||
| southwest | 144 | 15 | 195 | 176 | 6 | 1021 | 709 | 28 | 15.34 | ||||||||||
| southwest | 164 | 0 | 200 | 181 | 13 | 849 | 846 | 28 | 15.09 | ||||||||||
| southwest | 164.2 | 0 | 200.1 | 181.2 | 12.6 | 849.3 | 846 | 28 | 15.09 | ||||||||||
| southwest | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 7 | 15.07 | ||||||||||
| southwest | 190.7 | 0 | 125.4 | 162.1 | 7.8 | 1090 | 804 | 3 | 15.04 | ||||||||||
| southwest | 212 | 141.3 | 0 | 203.5 | 0 | 973.4 | 750 | 7 | 15.03 | ||||||||||
| southwest | 310 | 0 | 0 | 192 | 0 | 970 | 850 | 7 | 14.99 | ||||||||||
| southwest | 167.4 | 129.9 | 128.6 | 175.5 | 7.8 | 1006.3 | 746.6 | 3 | 14.94 | ||||||||||
| southwest | 295.8 | 0 | 0 | 185.7 | 0 | 1091.4 | 769.3 | 7 | 14.84 | ||||||||||
| southwest | 295 | 0 | 0 | 185 | 0 | 1069 | 769 | 7 | 14.8 | ||||||||||
| southwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 3 | 14.7 | ||||||||||
| southwest | 198.6 | 132.4 | 0 | 192 | 0 | 978.4 | 825.5 | 7 | 14.64 | ||||||||||
| southwest | 281 | 0 | 0 | 186 | 0 | 1104 | 774 | 7 | 14.5 | ||||||||||
| southwest | 165 | 0 | 143.6 | 163.8 | 0 | 1005.6 | 900.9 | 3 | 14.4 | ||||||||||
| southwest | 252 | 0 | 0 | 185 | 0 | 1111 | 784 | 7 | 13.71 | ||||||||||
| southwest | 181.4 | 0 | 167 | 169.6 | 7.6 | 1055.6 | 777.8 | 3 | 13.62 | ||||||||||
| southwest | 212.5 | 0 | 100.4 | 159.3 | 8.7 | 1007.8 | 903.6 | 3 | 13.54 | ||||||||||
| southwest | 331 | 0 | 0 | 192 | 0 | 978 | 825 | 3 | 13.52 | ||||||||||
| southwest | 151 | 0 | 185 | 167 | 16 | 1074 | 678 | 28 | 13.46 | ||||||||||
| southwest | 134.7 | 0 | 165.7 | 180.2 | 10 | 961 | 804.9 | 28 | 13.29 | ||||||||||
| southwest | 135 | 0 | 166 | 180 | 10 | 961 | 805 | 28 | 13.29 | ||||||||||
| southwest | 339 | 0 | 0 | 197 | 0 | 968 | 781 | 3 | 13.22 | ||||||||||
| southwest | 251.4 | 0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 3 | 13.12 | ||||||||||
| southwest | 220.8 | 147.2 | 0 | 185.7 | 0 | 1055 | 744.3 | 7 | 13.09 | ||||||||||
| southwest | 192 | 288 | 0 | 192 | 0 | 929.8 | 716.1 | 3 | 12.79 | ||||||||||
| southwest | 500 | 0 | 0 | 200 | 0 | 1125 | 613 | 1 | 12.64 | ||||||||||
| southwest | 190.3 | 0 | 125.2 | 166.6 | 9.9 | 1079 | 798.9 | 3 | 12.55 | ||||||||||
| southwest | 307 | 0 | 0 | 193 | 0 | 968 | 812 | 3 | 12.54 | ||||||||||
| southwest | 212.1 | 0 | 121.6 | 180.3 | 5.7 | 1057.6 | 779.3 | 3 | 12.47 | ||||||||||
| southwest | 155 | 0 | 143 | 193 | 9 | 1047 | 697 | 28 | 12.46 | ||||||||||
| southwest | 200 | 0 | 0 | 180 | 0 | 1125 | 845 | 28 | 12.25 | ||||||||||
| southwest | 194.7 | 0 | 100.5 | 170.2 | 7.5 | 998 | 901.8 | 3 | 12.18 | ||||||||||
| southwest | 238 | 0 | 0 | 186 | 0 | 1119 | 789 | 7 | 12.05 | ||||||||||
| southwest | 251.4 | 0 | 118.3 | 192.9 | 5.8 | 1043.6 | 754.3 | 3 | 11.98 | ||||||||||
| southwest | 203.5 | 135.7 | 0 | 185.7 | 0 | 1076.2 | 759.3 | 7 | 11.96 | ||||||||||
| southwest | 310 | 0 | 0 | 192 | 0 | 1012 | 830 | 3 | 11.85 | ||||||||||
| southwest | 252.5 | 0 | 0 | 185.7 | 0 | 1111.6 | 784.3 | 7 | 11.48 | ||||||||||
| southwest | 173 | 116 | 0 | 192 | 0 | 946.8 | 856.8 | 7 | 11.39 | ||||||||||
| southwest | 225 | 0 | 0 | 181 | 0 | 1113 | 833 | 7 | 11.17 | ||||||||||
| southwest | 145.4 | 0 | 178.9 | 201.7 | 7.8 | 824 | 868.7 | 28 | 10.54 | ||||||||||
| southwest | 145 | 0 | 179 | 202 | 8 | 824 | 869 | 28 | 10.54 | ||||||||||
| southwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 7 | 10.39 | ||||||||||
| southwest | 122.6 | 183.9 | 0 | 203.5 | 0 | 958.2 | 800.1 | 7 | 10.35 | ||||||||||
| southwest | 238.1 | 0 | 0 | 185.7 | 0 | 1118.8 | 789.3 | 7 | 10.34 | ||||||||||
| southwest | 255 | 0 | 0 | 192 | 0 | 889.8 | 945 | 7 | 10.22 | ||||||||||
| southwest | 236 | 0 | 0 | 193 | 0 | 968 | 885 | 7 | 9.99 | ||||||||||
| southwest | 310 | 0 | 0 | 192 | 0 | 971 | 850.6 | 3 | 9.87 | ||||||||||
| southwest | 202 | 11 | 141 | 206 | 1.7 | 942 | 801 | 3 | 9.85 | ||||||||||
| southwest | 154.8 | 0 | 142.8 | 193.3 | 9.1 | 877.2 | 867.7 | 28 | 9.74 | ||||||||||
| southwest | 190.3 | 0 | 125.2 | 161.9 | 9.9 | 1088.1 | 802.6 | 3 | 9.45 | ||||||||||
| southwest | 254 | 0 | 0 | 198 | 0 | 968 | 863 | 3 | 9.31 | ||||||||||
| southwest | 158.4 | 0 | 194.9 | 219.7 | 11 | 897.7 | 712.9 | 28 | 8.54 | ||||||||||
| southwest | 158 | 0 | 195 | 220 | 11 | 898 | 713 | 28 | 8.54 | ||||||||||
| southwest | 250 | 0 | 95.7 | 191.8 | 5.3 | 948.9 | 857.2 | 3 | 8.49 | ||||||||||
| southwest | 153 | 102 | 0 | 192 | 0 | 888 | 943.1 | 7 | 8.37 | ||||||||||
| southwest | 186.2 | 124.1 | 0 | 185.7 | 0 | 1083.4 | 764.3 | 7 | 8 | ||||||||||
| southwest | 168 | 42.1 | 163.8 | 121.8 | 5.7 | 1058.7 | 780.1 | 3 | 7.75 | ||||||||||
| southwest | 182 | 45.2 | 122 | 170.2 | 8.2 | 1059.4 | 780.7 | 3 | 7.32 | ||||||||||
| southwest | 133 | 200 | 0 | 192 | 0 | 927.4 | 839.2 | 3 | 6.88 | ||||||||||
| southwest | 236 | 0 | 0 | 194 | 0 | 968 | 885 | 3 | 6.47 | ||||||||||
| southwest | 385 | 0 | 0 | 186 | 0 | 966 | 763 | 1 | 6.27 | ||||||||||
| southwest | 183.9 | 122.6 | 0 | 203.5 | 0 | 959.2 | 800 | 3 | 4.9 | ||||||||||
| southwest | 141.3 | 212 | 0 | 203.5 | 0 | 971.8 | 748.5 | 3 | 4.83 |
Use Descriptive Statistics to report back on the following summary measures , for the additives used in making concrete. Once you've complered working, you can return to Canvas for a couple fo questions to answer. Assume this is a sample set of data. Once you're ready, return to Canvas to answer questions based on these summary measures.
What is CV? As you know, standard deviation of a dataset is a way to measure how far the average value lies from the mean. The larger the standard deviation, the more spread the values are from the sample mean. However, the designation of high or low standard deviation depends on the data you have. A standard deviation of 5 for a vehicle which averages 17 miles per gallon, has a relatively higher than an annual Dow Jones standard deviation of 2000 on an average of 35870. One way to understand whether or not a certain value for the standard deviation is high or low is to find the coefficient of variation (CV). To calculate CV, take the standard deviation, and divide it by the mean. This calculates a ratio between the standard deviation and the mean. The higher the CV, the higher the standard deviation of a sample relative to the mean. Take the following data: 10,10,11,12,13,17,19,22,25,26,26,26,30,35,50. The avg is 22.1. and the std dev is 11.0. This tells us the typical value in this dataset are 11.0 units away from the mean. The CV of 0.49 tells us that the standard deviation is about half the size of the sample mean. Look at the mean, standard deviation, and CV for the data above. What can you tell us about the CV and skewness? Answer in Canvas, but show your work on this worksheet.
Analysis2_Correlation
| cement | strength |
| 158.4 | 8.54 |
| 158 | 8.54 |
| 331 | 13.52 |
| 154 | 24.34 |
| 237 | 28.63 |
| 236.9 | 28.63 |
| 139.7 | 35.23 |
| 237.5 | 26.26 |
| 140 | 35.23 |
| 436 | 23.85 |
| 145.4 | 10.54 |
| 154 | 16.5 |
| 145 | 10.54 |
| 153.6 | 16.5 |
| 332.5 | 30.28 |
| 108.3 | 2.33 |
| 380 | 32.82 |
| 427.5 | 35.08 |
| 156 | 29.41 |
| 475 | 38.6 |
| 122.6 | 3.32 |
| 184 | 22.93 |
| 108.3 | 7.72 |
| 183.9 | 4.9 |
| 190 | 40.86 |
| 170.3 | 10.73 |
| 154.8 | 9.74 |
| 155 | 9.74 |
| 102 | 4.57 |
| 266 | 45.85 |
| 284 | 13.4 |
| 155 | 12.46 |
| 154.8 | 12.46 |
| 141.3 | 4.83 |
| 122.6 | 10.35 |
| 304 | 47.81 |
| 153 | 4.78 |
| 183.9 | 10.79 |
| 237.5 | 30.08 |
| 212 | 6.81 |
| 332.5 | 33.02 |
| 102 | 7.68 |
| 296 | 31.42 |
| 296 | 31.42 |
| 116 | 6.28 |
| 236 | 6.47 |
| 148 | 15.52 |
| 135 | 21.91 |
| 255 | 8.2 |
| 148.1 | 15.53 |
| 380 | 36.45 |
| 153 | 8.37 |
| 427.5 | 37.43 |
| 141.3 | 10.39 |
| 173 | 6.94 |
| 162 | 39.84 |
| 297 | 30.96 |
| 254 | 9.31 |
| 307 | 12.54 |
| 164 | 15.09 |
| 475 | 39.29 |
| 164.2 | 15.09 |
| 134.7 | 13.29 |
| 135 | 13.29 |
| 146.5 | 19.99 |
| 166.8 | 6.9 |
| 284 | 24.13 |
| 299.8 | 23.84 |
| 147 | 19.99 |
| 236 | 9.99 |
| 255 | 10.22 |
| 116 | 10.09 |
| 300 | 23.84 |
| 339 | 13.22 |
| 133 | 6.88 |
| 212 | 15.03 |
| 144.8 | 13.2 |
| 173 | 11.39 |
| 145 | 13.2 |
| 151.6 | 12.18 |
| 289 | 11.65 |
| 152 | 12.18 |
| 250.2 | 9.73 |
| 393 | 19.11 |
| 277 | 11.36 |
| 164.6 | 18.03 |
| 149 | 24.58 |
| 165 | 18.03 |
| 385 | 6.27 |
| 160 | 32.84 |
| 144 | 15.34 |
| 298.2 | 31.88 |
| 236 | 12.84 |
| 298 | 31.87 |
| 108.3 | 20.59 |
| 162 | 30.65 |
| 160.2 | 35.31 |
| 200 | 11.41 |
| 289 | 14.6 |
| 166.8 | 15.75 |
| 133 | 13.66 |
| 150.7 | 13.46 |
| 151 | 13.46 |
| 159 | 30.88 |
| 339 | 20.97 |
| 157 | 9.69 |
| 157 | 33.05 |
| 170.3 | 25.73 |
| 140 | 36.44 |
| 164 | 27.23 |
| 139.9 | 36.44 |
| 333 | 15.62 |
| 202 | 9.85 |
| 385 | 14.7 |
| 203.5 | 9.56 |
| 250.2 | 19.35 |
| 148.5 | 23.7 |
| 149 | 23.69 |
| 136 | 26.97 |
| 150.9 | 15.57 |
| 155.2 | 28.99 |
| 151 | 15.57 |
| 122.6 | 24.29 |
| 200 | 17.17 |
| 155 | 28.99 |
| 183.9 | 24.05 |
| 102 | 17.28 |
| 143 | 29.72 |
| 143 | 29.73 |
| 236 | 13.57 |
| 143.7 | 29.87 |
| 144 | 29.87 |
| 153 | 17.96 |
| 317.9 | 40.06 |
| 272.6 | 32.25 |
| 143.6 | 15.42 |
| 144 | 15.42 |
| 157 | 16.89 |
| 305.3 | 14.14 |
| 339 | 27.04 |
| 318 | 40.06 |
| 273 | 32.24 |
| 202 | 15.07 |
| 167 | 23.89 |
| 350 | 18.13 |
| 277 | 21.26 |
| 272.8 | 37.17 |
| 302 | 18.13 |
| 273 | 37.17 |
| 255 | 18.75 |
| 333 | 23.4 |
| 236 | 18.42 |
| 385 | 23.22 |
| 155 | 18.28 |
| 154.8 | 18.29 |
| 203.5 | 19.54 |
| 304.8 | 30.12 |
| 116 | 22.35 |
| 305 | 30.12 |
| 393 | 19.2 |
| 149 | 23.52 |
| 149 | 23.52 |
| 192 | 12.79 |
| 322 | 20.77 |
| 236 | 20.42 |
| 322 | 31.18 |
| 261 | 32.4 |
| 326.5 | 38.63 |
| 322.2 | 31.18 |
| 141.3 | 29.89 |
| 260.9 | 32.4 |
| 307 | 27.53 |
| 326 | 40.68 |
| 310 | 9.87 |
| 148.1 | 17.96 |
| 155 | 23.79 |
| 173 | 24.28 |
| 148 | 17.95 |
| 154.8 | 23.79 |
| 152.6 | 26.86 |
| 350 | 22.53 |
| 162 | 33.76 |
| 153 | 26.86 |
| 198.6 | 9.13 |
| 162 | 33.76 |
| 284 | 43.73 |
| 295 | 14.8 |
| 145 | 29.16 |
| 144 | 26.14 |
| 288 | 16.11 |
| 146 | 33.06 |
| 212 | 33 |
| 153 | 25.56 |
| 305.3 | 25.89 |
| 153.1 | 25.56 |
| 145.9 | 32.72 |
| 143.8 | 26.15 |
| 385 | 27.92 |
| 153 | 26.23 |
| 158.6 | 27.68 |
| 190 | 42.33 |
| 304 | 33.42 |
| 331 | 13.52 |
| 303.6 | 33.42 |
| 159 | 27.68 |
| 153.1 | 26.23 |
| 289 | 25.57 |
| 233.8 | 10.38 |
| 133.1 | 28.94 |
| 310 | 14.99 |
| 252 | 33.4 |
| 133 | 31.03 |
| 339 | 32.04 |
| 252.1 | 33.4 |
| 238.1 | 19.93 |
| 302 | 21.75 |
| 393 | 27.74 |
| 277 | 25.97 |
| 192 | 21.48 |
| 266 | 47.03 |
| 133 | 27.87 |
| 132 | 33.31 |
| 480 | 24.4 |
| 132 | 33.3 |
| 261.9 | 33.72 |
| 198.6 | 14.64 |
| 262 | 33.72 |
| 304 | 49.19 |
| 238.1 | 10.34 |
| 331 | 16.26 |
| 230 | 10.03 |
| 356 | 40.87 |
| 136.4 | 29.07 |
| 136 | 29.07 |
| 342 | 50.46 |
| 355.9 | 40.87 |
| 393 | 39.58 |
| 166.8 | 33.95 |
| 168 | 7.75 |
| 238 | 12.05 |
| 229.7 | 13.36 |
| 252 | 11.47 |
| 237.5 | 33.12 |
| 322 | 25.18 |
| 288 | 23.52 |
| 152.7 | 19.01 |
| 252.5 | 11.48 |
| 252 | 13.71 |
| 380 | 52.91 |
| 153 | 19.01 |
| 202 | 21.97 |
| 200 | 30.44 |
| 265 | 41.54 |
| 255 | 33.8 |
| 264.5 | 41.54 |
| 255.3 | 33.8 |
| 480 | 24.39 |
| 332.5 | 37.72 |
| 250.2 | 36.96 |
| 321 | 37.26 |
| 350 | 27.34 |
| 151.8 | 36.35 |
| 145.7 | 23.74 |
| 152 | 36.35 |
| 321.4 | 37.27 |
| 516 | 41.37 |
| 516 | 41.37 |
| 186.2 | 8 |
| 146 | 23.74 |
| 333 | 31.97 |
| 310 | 11.85 |
| 296 | 14.2 |
| 385 | 31.35 |
| 380 | 40.56 |
| 250 | 8.49 |
| 427.5 | 41.54 |
| 475 | 42.23 |
| 298 | 42.64 |
| 480 | 34.57 |
| 424 | 32.11 |
| 298.1 | 42.64 |
| 238.1 | 25.69 |
| 166.1 | 10.76 |
| 141.9 | 44.61 |
| 157 | 33.66 |
| 298 | 53.52 |
| 295.8 | 14.84 |
| 297.8 | 53.52 |
| 142 | 44.61 |
| 200 | 7.84 |
| 222.4 | 11.58 |
| 277 | 43.58 |
| 233.8 | 22.14 |
| 281 | 14.5 |
| 277 | 43.57 |
| 251.4 | 13.12 |
| 296 | 18.91 |
| 236 | 32.88 |
| 313 | 36.8 |
| 284 | 44.52 |
| 313.3 | 36.8 |
| 310 | 17.24 |
| 160 | 39.4 |
| 287 | 41.94 |
| 225 | 11.17 |
| 251.4 | 17.22 |
| 230 | 20.08 |
| 287.3 | 43.8 |
| 295 | 25.18 |
| 229.7 | 22.32 |
| 214.9 | 18.02 |
| 250 | 12.73 |
| 159.1 | 32.77 |
| 168 | 17.82 |
| 212.1 | 12.47 |
| 159 | 32.76 |
| 220.8 | 13.09 |
| 166 | 37.92 |
| 250 | 13.82 |
| 312.7 | 25.1 |
| 166 | 37.91 |
| 313 | 25.1 |
| 424 | 40.29 |
| 158.8 | 9.62 |
| 149.5 | 32.96 |
| 135.7 | 7.51 |
| 149 | 32.96 |
| 339 | 21.16 |
| 155.6 | 37.36 |
| 275 | 14.2 |
| 156 | 37.36 |
| 203.5 | 41.68 |
| 266 | 39.42 |
| 238 | 17.54 |
| 181.4 | 13.62 |
| 376 | 16.28 |
| 266.2 | 39.42 |
| 339.2 | 21.18 |
| 300 | 15.58 |
| 167 | 15.52 |
| 238.1 | 17.58 |
| 238 | 17.54 |
| 310 | 27.92 |
| 182 | 7.32 |
| 393 | 39.6 |
| 148 | 26.92 |
| 203.5 | 11.96 |
| 325 | 17.54 |
| 252 | 19.69 |
| 147.8 | 26.92 |
| 167.4 | 14.94 |
| 305.3 | 43.38 |
| 238.2 | 15.69 |
| 108.3 | 29.23 |
| 310 | 33.69 |
| 233.8 | 22.84 |
| 238.1 | 30.23 |
| 374 | 39.05 |
| 313.8 | 38.46 |
| 251.4 | 11.98 |
| 276 | 44.28 |
| 314 | 38.46 |
| 289 | 46.25 |
| 173.8 | 15.82 |
| 374.3 | 39.06 |
| 252.5 | 19.77 |
| 276.4 | 44.28 |
| 150 | 37.43 |
| 289 | 46.24 |
| 150 | 37.43 |
| 424 | 39 |
| 298 | 35.86 |
| 198.6 | 28.02 |
| 298.1 | 35.87 |
| 350 | 20.28 |
| 165 | 19.42 |
| 202 | 23.25 |
| 382 | 24 |
| 382 | 24 |
| 309.9 | 38.22 |
| 192 | 39.32 |
| 331 | 31.45 |
| 190.3 | 12.55 |
| 334 | 44.33 |
| 331 | 14.31 |
| 382.5 | 24.07 |
| 181.9 | 12.37 |
| 255.5 | 17.24 |
| 229.7 | 24.54 |
| 231.8 | 15.44 |
| 250 | 24.66 |
| 296 | 21.65 |
| 178 | 20.73 |
| 194.7 | 12.18 |
| 350 | 29.98 |
| 166.1 | 25.48 |
| 288 | 38.8 |
| 222.4 | 24.45 |
| 230 | 24.48 |
| 251.4 | 24.43 |
| 186.2 | 17.6 |
| 397 | 25.45 |
| 375 | 26.06 |
| 200 | 12.25 |
| 190.3 | 9.45 |
| 102 | 25.46 |
| 122.6 | 33.19 |
| 212.1 | 20.92 |
| 183.9 | 32.53 |
| 168.9 | 7.4 |
| 314 | 46.23 |
| 480 | 43.94 |
| 168 | 24.24 |
| 213.8 | 13.18 |
| 213.5 | 15.61 |
| 314 | 46.23 |
| 234 | 39.3 |
| 331 | 17.44 |
| 255 | 21.86 |
| 272.8 | 19.77 |
| 251.4 | 29.93 |
| 400 | 30.14 |
| 296 | 25.18 |
| 173.5 | 23.08 |
| 153 | 26.32 |
| 281 | 22.44 |
| 160 | 39.45 |
| 181.4 | 21.6 |
| 236 | 21.95 |
| 159.8 | 39.46 |
| 295.8 | 25.22 |
| 281 | 22.44 |
| 250 | 24.92 |
| 194.7 | 12.45 |
| 193.5 | 17.2 |
| 376 | 25.62 |
| 259.9 | 49.77 |
| 165 | 14.4 |
| 260 | 49.77 |
| 336 | 44.86 |
| 213.7 | 18 |
| 336.5 | 44.87 |
| 225 | 17.34 |
| 339 | 31.65 |
| 190.7 | 15.04 |
| 491 | 29.55 |
| 166.1 | 21.54 |
| 310 | 27.83 |
| 254 | 26.94 |
| 288 | 42.13 |
| 297.2 | 21.91 |
| 290.2 | 21.86 |
| 280 | 52.82 |
| 250 | 20.87 |
| 480 | 43.89 |
| 330.5 | 56.62 |
| 251.4 | 20.73 |
| 288.4 | 42.14 |
| 331 | 56.61 |
| 279.8 | 52.83 |
| 213.5 | 17.37 |
| 307 | 32.92 |
| 222.4 | 24.89 |
| 182 | 21.5 |
| 214.9 | 38.6 |
| 190.3 | 19.42 |
| 116 | 31.02 |
| 213.7 | 17.57 |
| 313 | 41.05 |
| 250 | 27.22 |
| 313.3 | 41.05 |
| 218.9 | 15.34 |
| 313.3 | 40.93 |
| 322 | 52.42 |
| 167 | 32.9 |
| 139.6 | 8.06 |
| 172.4 | 21.29 |
| 322.5 | 52.43 |
| 173.8 | 29.55 |
| 275 | 24.5 |
| 135.7 | 18.2 |
| 158.8 | 21.07 |
| 173 | 32.1 |
| 212.6 | 13.33 |
| 220.8 | 25.75 |
| 141.3 | 39.66 |
| 339 | 31.84 |
| 313 | 44.39 |
| 210.7 | 21.82 |
| 251.4 | 29.65 |
| 167.4 | 31.81 |
| 213.8 | 17.84 |
| 165 | 33.09 |
| 339.2 | 31.9 |
| 212.5 | 13.54 |
| 300 | 26.85 |
| 321 | 57.21 |
| 212.1 | 24.9 |
| 231.8 | 26.77 |
| 165 | 16.88 |
| 321.3 | 57.22 |
| 212 | 39.7 |
| 339 | 35.17 |
| 316.1 | 24.44 |
| 491 | 37.92 |
| 194.7 | 24.28 |
| 212 | 19.52 |
| 203.5 | 22.63 |
| 251.4 | 32.66 |
| 289 | 32.07 |
| 284 | 40.93 |
| 295.7 | 22.95 |
| 349 | 14.99 |
| 178 | 34.24 |
| 238.2 | 26.91 |
| 284 | 40.93 |
| 349 | 15.05 |
| 252.3 | 21.78 |
| 277 | 31.25 |
| 325 | 30.57 |
| 233.8 | 27.66 |
| 250 | 29.22 |
| 249.1 | 15.36 |
| 190.3 | 22.72 |
| 181.4 | 27.77 |
| 228 | 21.92 |
| 190.7 | 21.06 |
| 173.5 | 33.01 |
| 290.4 | 22.5 |
| 376 | 31.97 |
| 139.6 | 14.59 |
| 312.9 | 52.45 |
| 213.5 | 29.59 |
| 133 | 36.59 |
| 350 | 34.29 |
| 238.1 | 39.59 |
| 382 | 37.42 |
| 313 | 52.44 |
| 397 | 33.08 |
| 168.9 | 23.51 |
| 349 | 18.13 |
| 382 | 37.42 |
| 194.7 | 24.99 |
| 213.7 | 30.39 |
| 382.5 | 37.44 |
| 333 | 47.28 |
| 393 | 48.79 |
| 397 | 36.94 |
| 349 | 9.01 |
| 229.7 | 31.35 |
| 166.8 | 43.57 |
| 310 | 45.3 |
| 310 | 45.3 |
| 255.5 | 32.05 |
| 277.1 | 23.14 |
| 190.3 | 24.85 |
| 239.6 | 25.42 |
| 181.9 | 27.94 |
| 397 | 39.09 |
| 375 | 38.21 |
| 350 | 31.35 |
| 275.1 | 23.8 |
| 230 | 31.54 |
| 349 | 15.87 |
| 172.4 | 29.75 |
| 366 | 65.91 |
| 366 | 65.91 |
| 297.2 | 36.99 |
| 218.9 | 26.05 |
| 272.8 | 31.38 |
| 424 | 62.05 |
| 182 | 31.27 |
| 424 | 72.1 |
| 251.4 | 33.27 |
| 446 | 23.35 |
| 167 | 41.41 |
| 400 | 43.7 |
| 173.8 | 37.81 |
| 331 | 31.74 |
| 168 | 32.85 |
| 213.5 | 33.7 |
| 446 | 25.02 |
| 212.6 | 25.37 |
| 200 | 43.25 |
| 250.2 | 47.71 |
| 333 | 41.68 |
| 231.8 | 33.73 |
| 214.9 | 52.2 |
| 213.7 | 33.73 |
| 178 | 39.16 |
| 167.4 | 41.2 |
| 424 | 32.01 |
| 193.5 | 32.63 |
| 212.5 | 26.31 |
| 290.2 | 33.04 |
| 165 | 26.2 |
| 166.1 | 28.63 |
| 212 | 31.35 |
| 173.5 | 38.2 |
| 194.7 | 25.72 |
| 190.7 | 26.4 |
| 190.3 | 28.47 |
| 323.7 | 28.3 |
| 157 | 43.38 |
| 295.7 | 35.23 |
| 165 | 46.39 |
| 325.6 | 61.24 |
| 222.4 | 29.45 |
| 326 | 61.23 |
| 190 | 46.93 |
| 194.7 | 37.27 |
| 249.1 | 28.68 |
| 266 | 48.7 |
| 337.9 | 24.1 |
| 290.4 | 34.67 |
| 475 | 58.52 |
| 446 | 35.36 |
| 251.8 | 21.02 |
| 168.9 | 31.12 |
| 304 | 50.95 |
| 246.8 | 23.52 |
| 342 | 52.12 |
| 251.4 | 36.97 |
| 380 | 53.1 |
| 285 | 53.58 |
| 251.4 | 36.64 |
| 397 | 55.65 |
| 172.4 | 33.69 |
| 236 | 47.78 |
| 213.8 | 40.23 |
| 250 | 39.64 |
| 210.7 | 37.81 |
| 218.9 | 30.22 |
| 252.3 | 42.29 |
| 528 | 56.83 |
| 237.5 | 36.25 |
| 316.1 | 38.7 |
| 500 | 69.84 |
| 446 | 38.02 |
| 275 | 76.24 |
| 310 | 34.68 |
| 213.5 | 44.64 |
| 212.1 | 34.2 |
| 203.5 | 51.86 |
| 446 | 39.3 |
| 218.2 | 27.42 |
| 439 | 39.3 |
| 332.5 | 39.78 |
| 376 | 36.3 |
| 356 | 59 |
| 277.2 | 30.45 |
| 250 | 67.87 |
| 380 | 40.76 |
| 275.1 | 38.77 |
| 213.7 | 45.71 |
| 393 | 48.85 |
| 313.3 | 28.8 |
| 181.4 | 35.57 |
| 297.2 | 47.4 |
| 427.5 | 41.84 |
| 250 | 38.33 |
| 139.6 | 28.24 |
| 213.7 | 40.15 |
| 475 | 42.62 |
| 500 | 12.64 |
| 491 | 57.92 |
| 212.5 | 31.64 |
| 277.1 | 41.89 |
| 290.4 | 34.74 |
| 331 | 37.23 |
| 305.3 | 54.6 |
| 359 | 23.64 |
| 385 | 55.55 |
| 228 | 39.7 |
| 337.9 | 35.1 |
| 295.7 | 39.94 |
| 520 | 51.02 |
| 249.1 | 30.85 |
| 349 | 32.72 |
| 198.6 | 38.07 |
| 212 | 38.5 |
| 359 | 25.12 |
| 213.5 | 45.94 |
| 212.6 | 37.4 |
| 424 | 74.36 |
| 296 | 29.39 |
| 190.3 | 31.72 |
| 239.6 | 39.44 |
| 424 | 65.7 |
| 475 | 37.8 |
| 362.6 | 22.9 |
| 192 | 50.73 |
| 323.7 | 49.8 |
| 446 | 52.01 |
| 214.9 | 53.96 |
| 251.4 | 39.27 |
| 318.8 | 25.2 |
| 288 | 50.53 |
| 251.8 | 33.36 |
| 491 | 25.61 |
| 374 | 34.4 |
| 388.6 | 28.1 |
| 233.8 | 34.56 |
| 480 | 54.32 |
| 362.6 | 35.3 |
| 252.3 | 50.6 |
| 500 | 26.06 |
| 238.1 | 44.3 |
| 182 | 43.5 |
| 349 | 33.61 |
| 218.2 | 35.96 |
| 231.8 | 42.7 |
| 173.8 | 48.99 |
| 313.3 | 42.8 |
| 167 | 53.46 |
| 178 | 48.59 |
| 439 | 56.1 |
| 359 | 35.75 |
| 310 | 35.76 |
| 167.4 | 51.72 |
| 194.7 | 33.96 |
| 165 | 53.72 |
| 246.8 | 42.22 |
| 190.7 | 35.34 |
| 379.5 | 28.6 |
| 165 | 36.56 |
| 230 | 35.34 |
| 194.7 | 43.39 |
| 200 | 49.25 |
| 359 | 38.61 |
| 190.3 | 38.56 |
| 277.1 | 48.28 |
| 480 | 54.28 |
| 172.4 | 35.85 |
| 446 | 44.42 |
| 318.8 | 33.4 |
| 405 | 52.3 |
| 491 | 33.49 |
| 388.6 | 34.9 |
| 229.7 | 40.86 |
| 275.1 | 51.33 |
| 168.9 | 39.15 |
| 425 | 33.4 |
| 277.2 | 47.71 |
| 381.4 | 14.54 |
| 173.5 | 53.77 |
| 251.8 | 33.94 |
| 500 | 33.21 |
| 286.3 | 24.4 |
| 374 | 46.2 |
| 168 | 39.23 |
| 213.8 | 47.13 |
| 218.9 | 37.27 |
| 475 | 55.6 |
| 425 | 36.3 |
| 446 | 51.02 |
| 387 | 22.75 |
| 213.5 | 51.26 |
| 382 | 11.47 |
| 446 | 53.39 |
| 166.1 | 33.54 |
| 213.7 | 50.77 |
| 297.2 | 51.96 |
| 387 | 25.51 |
| 491 | 61.86 |
| 213.7 | 46.64 |
| 236 | 24.1 |
| 446 | 57.03 |
| 312.7 | 44.52 |
| 313 | 44.52 |
| 525 | 33.8 |
| 500 | 36.94 |
| 213.5 | 51.43 |
| 212 | 45.08 |
| 337.9 | 49.9 |
| 250 | 41.16 |
| 387 | 34.77 |
| 254 | 27.63 |
| 295.7 | 48.72 |
| 212.6 | 44.4 |
| 212.5 | 42.55 |
| 389.9 | 40.6 |
| 222.4 | 40.71 |
| 290.4 | 45.08 |
| 531.3 | 41.3 |
| 362.6 | 55.9 |
| 469 | 40.2 |
| 520 | 60.28 |
| 249.1 | 42.03 |
| 251.4 | 43.58 |
| 379.5 | 47.1 |
| 307 | 34.49 |
| 425 | 46.8 |
| 251.4 | 44.21 |
| 246.8 | 52.5 |
| 375 | 29 |
| 540 | 41.64 |
| 212.1 | 39.61 |
| 286.3 | 38 |
| 425 | 49.2 |
| 331 | 37.91 |
| 401.8 | 41.1 |
| 250 | 42.35 |
| 387 | 36.84 |
| 376 | 43.06 |
| 439 | 66 |
| 252.3 | 55.83 |
| 531.3 | 46.9 |
| 218.2 | 55.51 |
| 387 | 41.67 |
| 525 | 42.42 |
| 339 | 36.45 |
| 475 | 57.23 |
| 310 | 38.7 |
| 302 | 26.74 |
| 277.1 | 51.04 |
| 190.3 | 33.56 |
| 277 | 32.33 |
| 181.4 | 45.37 |
| 323.7 | 74.7 |
| 313.3 | 59.8 |
| 251.4 | 40.15 |
| 381.4 | 22.49 |
| 277.2 | 63.14 |
| 214.9 | 56.63 |
| 387 | 45.9 |
| 450.1 | 39.38 |
| 322 | 29.59 |
| 451 | 78.8 |
| 275.1 | 56.85 |
| 500 | 44.09 |
| 540 | 52.61 |
| 469 | 54.9 |
| 446 | 54.77 |
| 505 | 64.02 |
| 388.6 | 50.7 |
| 500.1 | 44.13 |
| 446 | 55.25 |
| 389.9 | 59.09 |
| 475 | 68.3 |
| 446 | 56.14 |
| 173.8 | 50.94 |
| 178 | 49.99 |
| 359 | 59.49 |
| 525 | 48.4 |
| 350 | 32.72 |
| 231.8 | 45.84 |
| 374 | 61.09 |
| 401.8 | 54.1 |
| 167 | 56.81 |
| 167.4 | 53.66 |
| 251.8 | 44.14 |
| 375 | 45.7 |
| 165 | 55.02 |
| 182 | 48.67 |
| 165 | 37.96 |
| 194.7 | 44.28 |
| 318.8 | 55.5 |
| 522 | 50.51 |
| 359 | 62.94 |
| 194.7 | 37.34 |
| 190.3 | 40.39 |
| 491 | 55.55 |
| 446 | 61.07 |
| 172.4 | 37.68 |
| 379.5 | 52.2 |
| 190.7 | 40.57 |
| 349 | 39.49 |
| 173.5 | 56.06 |
| 139.6 | 39.36 |
| 540 | 59.76 |
| 540 | 61.89 |
| 213.8 | 49.97 |
| 213.5 | 52.96 |
| 387 | 46.68 |
| 337.9 | 59.89 |
| 362.6 | 71.3 |
| 331 | 39.38 |
| 540 | 79.99 |
| 425 | 60.29 |
| 387 | 46.68 |
| 168.9 | 48.15 |
| 213.7 | 53.9 |
| 190 | 50.66 |
| 425 | 61.8 |
| 246.8 | 60.32 |
| 531.3 | 56.4 |
| 266 | 51.73 |
| 297.2 | 56.74 |
| 218.9 | 46.23 |
| 380 | 53.3 |
| 213.7 | 50.08 |
| 387 | 50.24 |
| 439 | 71.7 |
| 304 | 54.38 |
| 342 | 55.06 |
| 212.5 | 42.92 |
| 218.2 | 61.99 |
| 525 | 55.94 |
| 212 | 47.82 |
| 349 | 40.66 |
| 237.5 | 38.41 |
| 295.7 | 52.04 |
| 212.6 | 47.74 |
| 277.2 | 66.82 |
| 355 | 44.03 |
| 313.3 | 64.9 |
| 290.4 | 48.97 |
| 332.5 | 40.27 |
| 310 | 37.33 |
| 323.7 | 80.2 |
| 380 | 41.15 |
| 213.5 | 59.3 |
| 475 | 42.13 |
| 427.5 | 43.01 |
| 469 | 66.9 |
| 388.6 | 55.2 |
| 331 | 39 |
| 374 | 63.4 |
| 475 | 72.3 |
| 540 | 67.31 |
| 249.1 | 51.06 |
| 286.3 | 67.7 |
| 375 | 56.7 |
| 198.6 | 41.72 |
| 252.3 | 60.95 |
| 359 | 66.78 |
| 355 | 55.45 |
| 389.9 | 74.5 |
| 491 | 59.59 |
| 401.8 | 68.5 |
| 379.5 | 54.9 |
| 359 | 68.75 |
| 277.1 | 55.64 |
| 275.1 | 58.61 |
| 318.8 | 66.1 |
| 500 | 67.57 |
| 387 | 47.97 |
| 425 | 64.3 |
| 251.8 | 45.37 |
| 425 | 64.9 |
| 362.6 | 77.3 |
| 531.3 | 58.8 |
| 522 | 74.99 |
| 349 | 40.86 |
| 387 | 56.34 |
| 387 | 61.46 |
| 439 | 73.3 |
| 337.9 | 67.8 |
| 469 | 69.3 |
| 500 | 47.22 |
| 313.3 | 66.6 |
| 375 | 60.2 |
| 286.3 | 72.99 |
| 218.2 | 63.53 |
| 246.8 | 66.42 |
| 374 | 64.9 |
| 388.6 | 57.6 |
| 277.2 | 66.95 |
| 475 | 74.19 |
| 389.9 | 79.4 |
| 401.8 | 73.7 |
| 379.5 | 56.5 |
| 315 | 81.75 |
| 318.8 | 68.1 |
| 425 | 65.2 |
| 531.3 | 59.2 |
| 425 | 66.7 |
| 362.6 | 79.3 |
| 525 | 58.78 |
| 469 | 70.7 |
| 540 | 69.66 |
| 349 | 41.05 |
| 375 | 62.5 |
| 139.6 | 44.21 |
| 286.3 | 76.8 |
| 401.8 | 75.5 |
| 389.9 | 82.6 |
| 380 | 52.52 |
| 266 | 52.91 |
| 190 | 53.69 |
| 304 | 55.26 |
| 342 | 56.14 |
| 237.5 | 39 |
| 332.5 | 41.05 |
| 475 | 41.93 |
| 380 | 43.7 |
| 427.5 | 43.7 |
| 485 | 71.99 |
| 500 | 51.04 |
| 236 | 25.08 |
| 254 | 29.79 |
| 307 | 36.15 |
| 277 | 33.7 |
| 339 | 38.89 |
| 525 | 61.92 |
| 540 | 71.62 |
| 310 | 38.11 |
| 331 | 41.24 |
| 198.6 | 44.3 |
| 500 | 55.16 |
| 525 | 67.11 |
| 540 | 74.17 |
| 349 | 42.13 |
| 139.6 | 44.7 |
Compare the most expensive additive (cement) with the overall Strength. A correlation and scatterplot are the tools to use for this step. It may also help to output descriptive statistics statistics for Strength. What patterns to you see? Does one have to invest heavily in Cement to achieve a strong concrete mixture? In a sentence or two, what is happening with any outlier groups? Return to Canvas to answer these questions regarding concrete and strength.
Analysis3_ShapeAndSkewness
| water | coarseagg | |
| 219.7 | 897.7 | |
| 220 | 898 | |
| 192 | 879 | |
| 228 | 845 | |
| 247 | 853 | |
| 246.9 | 852.9 | |
| 236.7 | 868.6 | |
| 228 | 932 | |
| 237 | 869 | |
| 218 | 838.4 | |
| 201.7 | 824 | |
| 220 | 923 | |
| 202 | 824 | |
| 220.1 | 923.2 | |
| 228 | 932 | |
| 203.5 | 938.2 | |
| 228 | 932 | |
| 228 | 932 | |
| 221 | 854 | |
| 228 | 932 | |
| 203.5 | 958.2 | |
| 213 | 923 | |
| 203.5 | 938.2 | |
| 203.5 | 959.2 | |
| 228 | 932 | |
| 185.7 | 1026.6 | |
| 193.3 | 877.2 | |
| 193 | 877 | |
| 192 | 887 | |
| 228 | 932 | |
| 179 | 842 | |
| 193 | 1047 | |
| 193.3 | 1047.4 | |
| 203.5 | 971.8 | |
| 203.5 | 958.2 | |
| 228 | 932 | |
| 192 | 888 | |
| 203.5 | 959.2 | |
| 228 | 932 | |
| 203.5 | 973.4 | |
| 228 | 932 | |
| 192 | 887 | |
| 221 | 819 | |
| 221.4 | 819.2 | |
| 192 | 909.8 | |
| 194 | 968 | |
| 181 | 839 | |
| 196 | 965 | |
| 192 | 889.8 | |
| 181.4 | 838.9 | |
| 228 | 932 | |
| 192 | 888 | |
| 228 | 932 | |
| 203.5 | 971.8 | |
| 192 | 946.8 | |
| 216 | 822 | |
| 186 | 1040 | |
| 198 | 968 | |
| 193 | 968 | |
| 181 | 849 | |
| 228 | 932 | |
| 181.2 | 849.3 | |
| 180.2 | 961 | |
| 180 | 961 | |
| 201.9 | 860 | |
| 203.5 | 975.6 | |
| 179 | 842 | |
| 211.5 | 878.2 | |
| 202 | 860 | |
| 193 | 968 | |
| 192 | 889.8 | |
| 192 | 909.8 | |
| 212 | 878 | |
| 197 | 968 | |
| 192 | 927.4 | |
| 203.5 | 973.4 | |
| 180.8 | 979.5 | |
| 192 | 946.8 | |
| 181 | 979 | |
| 184.4 | 992 | |
| 192 | 913.2 | |
| 184 | 992 | |
| 203.5 | 977.6 | |
| 192 | 940 | |
| 191 | 968 | |
| 181.6 | 1023.3 | |
| 192 | 935 | |
| 182 | 1023 | |
| 186 | 966 | |
| 203 | 829 | |
| 176 | 1021 | |
| 209.7 | 879.6 | |
| 194 | 968 | |
| 210 | 880 | |
| 203.5 | 938.2 | |
| 202 | 820 | |
| 203.2 | 828.7 | |
| 192 | 965.4 | |
| 192 | 913.2 | |
| 203.5 | 975.6 | |
| 192 | 927.4 | |
| 166.7 | 1074.5 | |
| 167 | 1074 | |
| 201 | 848 | |
| 197 | 968 | |
| 192 | 935.4 | |
| 200 | 819 | |
| 185.7 | 1026.6 | |
| 200 | 916 | |
| 197 | 961 | |
| 200.3 | 916 | |
| 192 | 931.2 | |
| 206 | 942 | |
| 186 | 966 | |
| 203.5 | 963.4 | |
| 203.5 | 977.6 | |
| 192.7 | 892.4 | |
| 193 | 892 | |
| 199 | 847 | |
| 166.6 | 991.2 | |
| 193.8 | 879.6 | |
| 167 | 991 | |
| 203.5 | 958.2 | |
| 192 | 965.4 | |
| 194 | 880 | |
| 203.5 | 959.2 | |
| 192 | 887 | |
| 191 | 967 | |
| 190.7 | 967.4 | |
| 192 | 972.6 | |
| 191.6 | 814.1 | |
| 192 | 814 | |
| 192 | 888 | |
| 209.7 | 860.5 | |
| 198.7 | 931.3 | |
| 158.4 | 942.7 | |
| 158 | 943 | |
| 192 | 935.4 | |
| 203.5 | 965.4 | |
| 197 | 968 | |
| 210 | 861 | |
| 199 | 931 | |
| 206 | 942 | |
| 185 | 898 | |
| 203 | 974 | |
| 191 | 968 | |
| 209.7 | 904 | |
| 203 | 974 | |
| 210 | 904 | |
| 192 | 889.8 | |
| 192 | 931.2 | |
| 194 | 968 | |
| 186 | 966 | |
| 193 | 1047 | |
| 193.3 | 1047.4 | |
| 203.5 | 963.4 | |
| 196 | 959.4 | |
| 192 | 909.8 | |
| 196 | 959 | |
| 192 | 940.6 | |
| 183 | 953 | |
| 182.9 | 953.4 | |
| 192 | 929.8 | |
| 203 | 974 | |
| 192 | 972.6 | |
| 196 | 818 | |
| 201 | 864 | |
| 199 | 801.1 | |
| 196 | 817.9 | |
| 203.5 | 971.8 | |
| 200.6 | 864.5 | |
| 193 | 968 | |
| 199 | 801 | |
| 192 | 971 | |
| 158.1 | 1001.8 | |
| 193 | 877 | |
| 192 | 946.8 | |
| 158 | 1002 | |
| 193.3 | 877.2 | |
| 200 | 1001.8 | |
| 203 | 974 | |
| 179 | 838 | |
| 200 | 1002 | |
| 192 | 978.4 | |
| 178.8 | 838.1 | |
| 179 | 842 | |
| 185 | 1069 | |
| 184 | 833 | |
| 178 | 941 | |
| 192 | 932 | |
| 202 | 827 | |
| 203.5 | 973.4 | |
| 178 | 1002 | |
| 203.5 | 965.4 | |
| 178.5 | 1001.9 | |
| 202.5 | 827 | |
| 178.1 | 941.5 | |
| 186 | 966 | |
| 178 | 867 | |
| 175.1 | 953.3 | |
| 228 | 932 | |
| 214 | 895 | |
| 192 | 978 | |
| 213.5 | 895.5 | |
| 175 | 953 | |
| 178.5 | 867.2 | |
| 192 | 913.2 | |
| 197.9 | 947 | |
| 195.7 | 949.4 | |
| 192 | 970 | |
| 194 | 835 | |
| 196 | 949 | |
| 197 | 968 | |
| 193.8 | 835.5 | |
| 186.7 | 949.9 | |
| 203 | 974 | |
| 192 | 940.6 | |
| 191 | 968 | |
| 192 | 929.8 | |
| 228 | 932 | |
| 192 | 927.4 | |
| 178.9 | 866.9 | |
| 192 | 936.2 | |
| 179 | 867 | |
| 195.4 | 895.2 | |
| 192 | 978.4 | |
| 195 | 895 | |
| 228 | 932 | |
| 185.7 | 1118.8 | |
| 192 | 978 | |
| 195.5 | 1029.4 | |
| 193 | 801 | |
| 171.6 | 922.6 | |
| 172 | 923 | |
| 228 | 932 | |
| 193.3 | 801.4 | |
| 192 | 940 | |
| 203.5 | 975.6 | |
| 121.8 | 1058.7 | |
| 186 | 1119 | |
| 195.2 | 1028.1 | |
| 186 | 1111 | |
| 228 | 932 | |
| 203 | 974 | |
| 192 | 932 | |
| 178.1 | 999.7 | |
| 185.7 | 1111.6 | |
| 185 | 1111 | |
| 228 | 932 | |
| 178 | 1000 | |
| 206 | 942 | |
| 192 | 965.4 | |
| 195 | 833 | |
| 189 | 919 | |
| 195.5 | 832.6 | |
| 188.6 | 919 | |
| 192 | 936 | |
| 228 | 932 | |
| 203.5 | 977.6 | |
| 182 | 870 | |
| 203 | 974 | |
| 167.5 | 944 | |
| 181.9 | 985.8 | |
| 168 | 944 | |
| 182.5 | 870.1 | |
| 162 | 801 | |
| 162 | 801 | |
| 185.7 | 1083.4 | |
| 182 | 986 | |
| 192 | 931.2 | |
| 192 | 1012 | |
| 192 | 1085 | |
| 186 | 966 | |
| 228 | 932 | |
| 191.8 | 948.9 | |
| 228 | 932 | |
| 228 | 932 | |
| 186 | 879 | |
| 192 | 936.2 | |
| 168 | 822 | |
| 186.4 | 879 | |
| 186.7 | 949.9 | |
| 176.5 | 1058.6 | |
| 173.5 | 882.6 | |
| 192 | 935.4 | |
| 201 | 878 | |
| 185.7 | 1091.4 | |
| 201.3 | 878.4 | |
| 174 | 883 | |
| 180 | 1125 | |
| 189.3 | 967.1 | |
| 190.6 | 946.5 | |
| 197.9 | 947 | |
| 186 | 1104 | |
| 191 | 946 | |
| 188.5 | 1028.4 | |
| 186 | 1090 | |
| 192 | 972.6 | |
| 178 | 1002 | |
| 179 | 842 | |
| 178.5 | 1001.9 | |
| 192 | 1012 | |
| 182 | 824 | |
| 188 | 904 | |
| 181 | 1113 | |
| 188.5 | 1028.4 | |
| 195.5 | 1029.4 | |
| 187.6 | 904.4 | |
| 185 | 1069 | |
| 195.2 | 1028.1 | |
| 155.6 | 1014.3 | |
| 182 | 1100 | |
| 175.6 | 989.6 | |
| 121.8 | 1058.7 | |
| 180.3 | 1057.6 | |
| 176 | 990 | |
| 185.7 | 1055 | |
| 183.2 | 858.8 | |
| 187.4 | 956.9 | |
| 178.1 | 999.7 | |
| 183 | 859 | |
| 178 | 1000 | |
| 168 | 822 | |
| 185.7 | 1040.6 | |
| 175.8 | 846.8 | |
| 185.7 | 1076.2 | |
| 176 | 847 | |
| 185 | 1069 | |
| 180.3 | 1022 | |
| 183 | 1088 | |
| 180 | 1022 | |
| 203.5 | 963.4 | |
| 178 | 910 | |
| 185 | 1118 | |
| 169.6 | 1055.6 | |
| 214.6 | 1003.5 | |
| 177.9 | 909.7 | |
| 185.7 | 1069.2 | |
| 184 | 1075 | |
| 164 | 1007.3 | |
| 185.7 | 1118.8 | |
| 186 | 1119 | |
| 192 | 970 | |
| 170.2 | 1059.4 | |
| 192 | 940.6 | |
| 171 | 1000 | |
| 185.7 | 1076.2 | |
| 184 | 1063 | |
| 185 | 1111 | |
| 171.2 | 1000 | |
| 175.5 | 1006.3 | |
| 203.5 | 965.4 | |
| 185.7 | 1040.6 | |
| 203.5 | 938.2 | |
| 168 | 914 | |
| 197.9 | 947 | |
| 186.7 | 949.9 | |
| 190 | 1013 | |
| 169.9 | 925.3 | |
| 192.9 | 1043.6 | |
| 180 | 870 | |
| 170 | 925 | |
| 194.9 | 924.1 | |
| 172.3 | 1007.2 | |
| 190.2 | 1013.2 | |
| 185.7 | 1111.6 | |
| 179.6 | 870.1 | |
| 173.8 | 1069.3 | |
| 195 | 924 | |
| 174 | 1069 | |
| 178 | 822 | |
| 164 | 953 | |
| 192 | 978.4 | |
| 163.6 | 953.2 | |
| 186 | 1050 | |
| 175.1 | 1005.8 | |
| 206 | 942 | |
| 185 | 1047 | |
| 186 | 1047 | |
| 167.8 | 913.9 | |
| 192 | 929.8 | |
| 192 | 978 | |
| 166.6 | 1079 | |
| 189 | 967 | |
| 192 | 1025 | |
| 185.7 | 1047.8 | |
| 185.7 | 1012.4 | |
| 185.7 | 1026.6 | |
| 195.2 | 1028.1 | |
| 174 | 1056.4 | |
| 191.8 | 948.9 | |
| 192 | 1085 | |
| 179.9 | 1007.3 | |
| 170.2 | 998 | |
| 203 | 974 | |
| 176.5 | 1058.6 | |
| 192 | 932 | |
| 189.3 | 967.1 | |
| 195.5 | 1029.4 | |
| 188.5 | 1028.4 | |
| 185.7 | 1083.4 | |
| 185.7 | 1040.6 | |
| 186 | 1038 | |
| 180 | 1125 | |
| 161.9 | 1088.1 | |
| 192 | 887 | |
| 203.5 | 958.2 | |
| 180.3 | 1057.6 | |
| 203.5 | 959.2 | |
| 158.3 | 1080.8 | |
| 179 | 869 | |
| 192 | 936.2 | |
| 121.8 | 1058.7 | |
| 181.7 | 1066 | |
| 159.2 | 1043.6 | |
| 178.9 | 869.1 | |
| 189 | 981 | |
| 192 | 1025 | |
| 192 | 889.8 | |
| 185.7 | 1012.4 | |
| 188.5 | 1028.4 | |
| 187 | 1025 | |
| 186 | 1090 | |
| 164.8 | 1006.2 | |
| 192 | 888 | |
| 185 | 1104 | |
| 168 | 1049 | |
| 169.6 | 1055.6 | |
| 194 | 968 | |
| 168.4 | 1049.3 | |
| 185.7 | 1091.4 | |
| 186 | 1104 | |
| 187.4 | 956.9 | |
| 165.6 | 1006.4 | |
| 185.7 | 998.2 | |
| 214.6 | 1003.5 | |
| 170.6 | 935.7 | |
| 163.8 | 1005.6 | |
| 171 | 936 | |
| 182 | 986 | |
| 181.7 | 1065.8 | |
| 181.9 | 985.8 | |
| 181 | 1113 | |
| 185 | 1060 | |
| 162.1 | 1090 | |
| 201 | 822 | |
| 176.5 | 1058.6 | |
| 192 | 1012 | |
| 198 | 968 | |
| 177 | 908 | |
| 174.8 | 1022.8 | |
| 185.7 | 998.2 | |
| 172 | 825 | |
| 182 | 1100 | |
| 192 | 936 | |
| 194.9 | 811 | |
| 192.9 | 1043.6 | |
| 177.4 | 907.9 | |
| 195 | 811 | |
| 172.4 | 825.1 | |
| 154.6 | 1052.3 | |
| 193 | 968 | |
| 189.3 | 967.1 | |
| 170.2 | 1059.4 | |
| 155.6 | 1014.3 | |
| 166.6 | 1079 | |
| 192 | 909.8 | |
| 154.8 | 1053.5 | |
| 178 | 1002 | |
| 191.8 | 948.9 | |
| 178.5 | 1001.9 | |
| 158.5 | 1078.7 | |
| 178.5 | 867.2 | |
| 186 | 951 | |
| 164 | 1007.3 | |
| 192 | 1047 | |
| 156.8 | 1006.3 | |
| 185.8 | 951 | |
| 172.3 | 1007.2 | |
| 183 | 1088 | |
| 185.7 | 1076.2 | |
| 185.7 | 1040.6 | |
| 192 | 946.8 | |
| 159.4 | 1003.8 | |
| 185.7 | 1055 | |
| 203.5 | 971.8 | |
| 185 | 1069 | |
| 178 | 867 | |
| 185.7 | 977 | |
| 188.5 | 1028.4 | |
| 175.5 | 1006.3 | |
| 181.7 | 1066 | |
| 175.1 | 1005.8 | |
| 185.7 | 1069.2 | |
| 159.3 | 1007.8 | |
| 184 | 1075 | |
| 190 | 870 | |
| 180.3 | 1057.6 | |
| 174 | 1056.4 | |
| 163.8 | 1005.6 | |
| 190.5 | 870 | |
| 203.5 | 973.4 | |
| 197 | 968 | |
| 185.7 | 977 | |
| 201 | 822 | |
| 170.2 | 998 | |
| 159 | 1085.4 | |
| 185.7 | 1076.2 | |
| 188.5 | 1028.4 | |
| 192 | 913.2 | |
| 168 | 970 | |
| 171.5 | 955.1 | |
| 192 | 1047 | |
| 179.9 | 1007.3 | |
| 185.7 | 1040.6 | |
| 168.3 | 970.4 | |
| 192 | 1047 | |
| 146.3 | 987.8 | |
| 191 | 968 | |
| 184 | 1063 | |
| 197.9 | 947 | |
| 187.4 | 956.9 | |
| 158.1 | 987.8 | |
| 161.9 | 1088.1 | |
| 169.6 | 1055.6 | |
| 185.7 | 955.8 | |
| 162.1 | 1090 | |
| 164.8 | 1006.2 | |
| 168.1 | 961.2 | |
| 214.6 | 1003.5 | |
| 192 | 1047 | |
| 177.6 | 916.6 | |
| 159.2 | 1043.6 | |
| 192 | 927.4 | |
| 186 | 1050 | |
| 186.7 | 949.9 | |
| 185 | 1047 | |
| 178 | 917 | |
| 185.7 | 1040.6 | |
| 158.3 | 1080.8 | |
| 192 | 1047 | |
| 186 | 1047 | |
| 165.6 | 1006.4 | |
| 181.7 | 1065.8 | |
| 185.7 | 1047.8 | |
| 167 | 996 | |
| 192 | 940 | |
| 186 | 1040 | |
| 192 | 1056 | |
| 195.2 | 1028.1 | |
| 203.5 | 975.6 | |
| 168 | 914 | |
| 167.9 | 914.3 | |
| 185.7 | 1026.6 | |
| 160.6 | 973.9 | |
| 166.6 | 1079 | |
| 185.7 | 941.6 | |
| 185.7 | 1012.4 | |
| 185 | 1040 | |
| 186 | 1038 | |
| 203 | 974 | |
| 159.5 | 1053.6 | |
| 195.5 | 1029.4 | |
| 192 | 1056 | |
| 156.8 | 1006.3 | |
| 191 | 824 | |
| 191.3 | 824.3 | |
| 174.8 | 1022.8 | |
| 158.5 | 1078.7 | |
| 185.7 | 1012.4 | |
| 178 | 822 | |
| 170.2 | 1059.4 | |
| 168 | 822 | |
| 192.9 | 1043.6 | |
| 162 | 967 | |
| 164 | 1007.3 | |
| 187 | 1025 | |
| 172.3 | 1007.2 | |
| 192 | 1025 | |
| 121.8 | 1058.7 | |
| 154.6 | 1052.3 | |
| 162 | 967 | |
| 159.4 | 1003.8 | |
| 192 | 965.4 | |
| 203.5 | 977.6 | |
| 192 | 931.2 | |
| 174 | 1056.4 | |
| 155.6 | 1014.3 | |
| 154.8 | 1053.5 | |
| 179.9 | 1007.3 | |
| 175.5 | 1006.3 | |
| 178 | 882 | |
| 185.7 | 998.2 | |
| 159.3 | 1007.8 | |
| 185.7 | 998.2 | |
| 163.8 | 1005.6 | |
| 176.5 | 1058.6 | |
| 159 | 1085.4 | |
| 164.8 | 1006.2 | |
| 165.6 | 1006.4 | |
| 162.1 | 1090 | |
| 161.9 | 1088.1 | |
| 183.8 | 942.7 | |
| 192 | 935.4 | |
| 171.5 | 955.1 | |
| 175.1 | 1005.8 | |
| 174 | 881.6 | |
| 189.3 | 967.1 | |
| 174 | 882 | |
| 228 | 932 | |
| 170.2 | 998 | |
| 158.1 | 987.8 | |
| 228 | 932 | |
| 174.9 | 944.7 | |
| 168.1 | 961.2 | |
| 162 | 1044 | |
| 162 | 967 | |
| 146.1 | 1006 | |
| 158.3 | 1080.8 | |
| 228 | 932 | |
| 143.3 | 1086.8 | |
| 228 | 932 | |
| 188.5 | 1028.4 | |
| 228 | 932 | |
| 163 | 1031 | |
| 188.5 | 1028.4 | |
| 167 | 967 | |
| 156.8 | 1006.3 | |
| 192 | 972.6 | |
| 181.7 | 1066 | |
| 191.8 | 948.9 | |
| 185.7 | 977 | |
| 158.5 | 1078.7 | |
| 146.3 | 987.8 | |
| 185 | 920 | |
| 228 | 932 | |
| 185.7 | 977 | |
| 151 | 1033 | |
| 162 | 967 | |
| 162 | 830 | |
| 192 | 970 | |
| 159.2 | 1043.6 | |
| 180.3 | 1057.6 | |
| 203.5 | 963.4 | |
| 162 | 967 | |
| 140.8 | 1075.7 | |
| 186 | 884.9 | |
| 228 | 932 | |
| 214.6 | 1003.5 | |
| 160 | 1061 | |
| 160.7 | 1061.7 | |
| 159 | 860 | |
| 228 | 932 | |
| 159.5 | 1053.6 | |
| 181.7 | 1065.8 | |
| 192 | 940.6 | |
| 175.5 | 1046.9 | |
| 169.6 | 1055.6 | |
| 174.8 | 1022.8 | |
| 228 | 932 | |
| 187.4 | 956.9 | |
| 192 | 1047 | |
| 154.8 | 1053.5 | |
| 228 | 932 | |
| 200 | 1125 | |
| 201 | 822 | |
| 159.3 | 1007.8 | |
| 160.6 | 973.9 | |
| 168.1 | 961.2 | |
| 192 | 978 | |
| 203.5 | 965.4 | |
| 154 | 942 | |
| 158 | 903 | |
| 185.7 | 955.8 | |
| 174.9 | 944.7 | |
| 171.5 | 955.1 | |
| 175 | 870 | |
| 158.1 | 987.8 | |
| 192 | 1047 | |
| 192 | 978.4 | |
| 159 | 1085.4 | |
| 154 | 942 | |
| 154.6 | 1052.3 | |
| 159.4 | 1003.8 | |
| 168 | 822 | |
| 192 | 1085 | |
| 166.6 | 1079 | |
| 185.7 | 941.6 | |
| 178 | 822 | |
| 181.1 | 852.1 | |
| 164.9 | 944.7 | |
| 192 | 929.8 | |
| 183.8 | 942.7 | |
| 162 | 967 | |
| 155.6 | 1014.3 | |
| 192.9 | 1043.6 | |
| 155.7 | 852.1 | |
| 192 | 932 | |
| 146.1 | 1006 | |
| 210 | 882 | |
| 170.1 | 926.1 | |
| 157.9 | 852.1 | |
| 197.9 | 947 | |
| 192 | 936.2 | |
| 164.9 | 944.7 | |
| 146.3 | 987.8 | |
| 200 | 1125 | |
| 186.7 | 949.9 | |
| 170.2 | 1059.4 | |
| 192 | 1056 | |
| 140.8 | 1075.7 | |
| 174 | 1056.4 | |
| 172.3 | 1007.2 | |
| 175.5 | 1046.9 | |
| 164 | 1007.3 | |
| 179.9 | 1007.3 | |
| 186 | 884.9 | |
| 154 | 942 | |
| 192 | 1012 | |
| 175.5 | 1006.3 | |
| 165.6 | 1006.4 | |
| 175.1 | 1005.8 | |
| 143.3 | 1086.8 | |
| 162.1 | 1090 | |
| 153.9 | 1134.3 | |
| 163.8 | 1005.6 | |
| 195.5 | 1029.4 | |
| 170.2 | 998 | |
| 190 | 1145 | |
| 154 | 942 | |
| 161.9 | 1088.1 | |
| 160.6 | 973.9 | |
| 192 | 936 | |
| 156.8 | 1006.3 | |
| 162 | 967 | |
| 155.7 | 852.1 | |
| 175 | 1120 | |
| 210 | 882 | |
| 157.9 | 852.1 | |
| 195.2 | 1028.1 | |
| 159.5 | 1053.6 | |
| 158.3 | 1080.8 | |
| 153.5 | 852.1 | |
| 160.7 | 1061.7 | |
| 185.7 | 1104.6 | |
| 164.8 | 1006.2 | |
| 146.1 | 1006 | |
| 200 | 1125 | |
| 144.7 | 1004.6 | |
| 170.1 | 926.1 | |
| 121.8 | 1058.7 | |
| 181.7 | 1066 | |
| 158.5 | 1078.7 | |
| 181.1 | 852.1 | |
| 151.4 | 936 | |
| 162 | 967 | |
| 157 | 938 | |
| 159.2 | 1043.6 | |
| 186 | 1111 | |
| 162 | 967 | |
| 176.5 | 1058.6 | |
| 181.7 | 1065.8 | |
| 174.8 | 1022.8 | |
| 157 | 938 | |
| 201 | 822 | |
| 154.8 | 1053.5 | |
| 193 | 968 | |
| 162 | 967 | |
| 127.3 | 999.7 | |
| 127 | 1000 | |
| 189 | 1125 | |
| 200 | 1125 | |
| 154.6 | 1052.3 | |
| 159 | 1085.4 | |
| 174.9 | 944.7 | |
| 191.8 | 948.9 | |
| 157 | 938 | |
| 198 | 968 | |
| 171.5 | 955.1 | |
| 159.4 | 1003.8 | |
| 159.3 | 1007.8 | |
| 145.9 | 944.7 | |
| 189.3 | 967.1 | |
| 168.1 | 961.2 | |
| 141.8 | 852.1 | |
| 164.9 | 944.7 | |
| 137.8 | 852.1 | |
| 170 | 855 | |
| 158.1 | 987.8 | |
| 188.5 | 1028.4 | |
| 153.9 | 1134.3 | |
| 193 | 968 | |
| 151.4 | 936 | |
| 188.5 | 1028.4 | |
| 143.3 | 1086.8 | |
| 126.6 | 852.1 | |
| 173 | 1125 | |
| 180.3 | 1057.6 | |
| 144.7 | 1004.6 | |
| 153.5 | 852.1 | |
| 192 | 1025 | |
| 147.4 | 946.8 | |
| 187.4 | 956.9 | |
| 157 | 938 | |
| 214.6 | 1003.5 | |
| 186 | 884.9 | |
| 146.3 | 987.8 | |
| 141.8 | 852.1 | |
| 140.8 | 1075.7 | |
| 157 | 938 | |
| 189 | 1125 | |
| 197 | 968 | |
| 142 | 1098 | |
| 192 | 1012 | |
| 203 | 974 | |
| 160.6 | 973.9 | |
| 166.6 | 1079 | |
| 191 | 968 | |
| 169.6 | 1055.6 | |
| 183.8 | 942.7 | |
| 175.5 | 1046.9 | |
| 192.9 | 1043.6 | |
| 185.7 | 1104.6 | |
| 160.7 | 1061.7 | |
| 155.6 | 1014.3 | |
| 157 | 938 | |
| 200 | 1124.4 | |
| 203 | 974 | |
| 165 | 1030 | |
| 159.5 | 1053.6 | |
| 200 | 1125 | |
| 173 | 1125 | |
| 137.8 | 852.1 | |
| 162 | 967 | |
| 195 | 1030 | |
| 157.9 | 852.1 | |
| 200 | 1124.4 | |
| 162 | 967 | |
| 145.9 | 944.7 | |
| 181.1 | 852.1 | |
| 162 | 967 | |
| 172.3 | 1007.2 | |
| 179.9 | 1007.3 | |
| 154 | 942 | |
| 189 | 1125 | |
| 203 | 974 | |
| 174 | 1056.4 | |
| 170.1 | 926.1 | |
| 147.4 | 946.8 | |
| 164 | 1007.3 | |
| 175.5 | 1006.3 | |
| 146.1 | 1006 | |
| 126.6 | 852.1 | |
| 175.1 | 1005.8 | |
| 170.2 | 1059.4 | |
| 163.8 | 1005.6 | |
| 170.2 | 998 | |
| 155.7 | 852.1 | |
| 146 | 896 | |
| 154 | 942 | |
| 165.6 | 1006.4 | |
| 161.9 | 1088.1 | |
| 210 | 882 | |
| 162 | 967 | |
| 156.8 | 1006.3 | |
| 153.9 | 1134.3 | |
| 162.1 | 1090 | |
| 192 | 1047 | |
| 164.8 | 1006.2 | |
| 192 | 1047 | |
| 173 | 1125 | |
| 162 | 1055 | |
| 181.7 | 1066 | |
| 159.2 | 1043.6 | |
| 157 | 938 | |
| 174.9 | 944.7 | |
| 164.9 | 944.7 | |
| 192 | 1025 | |
| 162 | 1040 | |
| 153.5 | 852.1 | |
| 157 | 938 | |
| 158.3 | 1080.8 | |
| 181.7 | 1065.8 | |
| 228 | 932 | |
| 151.4 | 936 | |
| 143.3 | 1086.8 | |
| 141.8 | 852.1 | |
| 228 | 932 | |
| 174.8 | 1022.8 | |
| 158.5 | 1078.7 | |
| 228 | 932 | |
| 154.8 | 1053.5 | |
| 157 | 938 | |
| 186 | 884.9 | |
| 228 | 932 | |
| 228 | 932 | |
| 159.3 | 1007.8 | |
| 140.8 | 1075.7 | |
| 189 | 1125 | |
| 159 | 1085.4 | |
| 192 | 1056 | |
| 228 | 932 | |
| 171.5 | 955.1 | |
| 159.4 | 1003.8 | |
| 160.7 | 1061.7 | |
| 145 | 967 | |
| 175.5 | 1046.9 | |
| 168.1 | 961.2 | |
| 228 | 932 | |
| 192 | 970 | |
| 183.8 | 942.7 | |
| 228 | 932 | |
| 154.6 | 1052.3 | |
| 228 | 932 | |
| 228 | 932 | |
| 137.8 | 852.1 | |
| 157.9 | 852.1 | |
| 192 | 978 | |
| 170.1 | 926.1 | |
| 181.1 | 852.1 | |
| 173 | 1125 | |
| 158.1 | 987.8 | |
| 144.7 | 1004.6 | |
| 126.6 | 852.1 | |
| 192 | 978.4 | |
| 146.3 | 987.8 | |
| 154 | 942 | |
| 145 | 967 | |
| 145.9 | 944.7 | |
| 210 | 882 | |
| 147.4 | 946.8 | |
| 153.9 | 1134.3 | |
| 154 | 942 | |
| 160.6 | 973.9 | |
| 159.5 | 1053.6 | |
| 155.7 | 852.1 | |
| 140 | 966 | |
| 157 | 938 | |
| 153.5 | 852.1 | |
| 146.1 | 1006 | |
| 151.4 | 936 | |
| 164.9 | 944.7 | |
| 141.8 | 852.1 | |
| 146 | 896 | |
| 192 | 1056 | |
| 157 | 938 | |
| 157 | 938 | |
| 186 | 884.9 | |
| 174.9 | 944.7 | |
| 137.8 | 852.1 | |
| 200 | 1125 | |
| 175.5 | 1046.9 | |
| 126.6 | 852.1 | |
| 144.7 | 1004.6 | |
| 140.8 | 1075.7 | |
| 143.3 | 1086.8 | |
| 170.1 | 926.1 | |
| 157.9 | 852.1 | |
| 160.7 | 1061.7 | |
| 181.1 | 852.1 | |
| 145.9 | 944.7 | |
| 147.4 | 946.8 | |
| 153.9 | 1134.3 | |
| 145 | 1130 | |
| 155.7 | 852.1 | |
| 153.5 | 852.1 | |
| 141.8 | 852.1 | |
| 151.4 | 936 | |
| 164.9 | 944.7 | |
| 189 | 1125 | |
| 137.8 | 852.1 | |
| 173 | 1125 | |
| 192 | 1047 | |
| 126.6 | 852.1 | |
| 192 | 1047 | |
| 144.7 | 1004.6 | |
| 147.4 | 946.8 | |
| 145.9 | 944.7 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 228 | 932 | |
| 146 | 1120 | |
| 200 | 1125 | |
| 193 | 968 | |
| 198 | 968 | |
| 193 | 968 | |
| 191 | 968 | |
| 197 | 968 | |
| 189 | 1125 | |
| 173 | 1125 | |
| 192 | 970 | |
| 192 | 978 | |
| 192 | 978.4 | |
| 200 | 1125 | |
| 189 | 1125 | |
| 173 | 1125 | |
| 192 | 1047 | |
| 192 | 1047 |
Please investigate both Water and Coarseagg as the two additives that seem closest to a normal distribution. Create histograms for both additives for comparison. Using any methods you think appropriate, answer the question: "From a statistical standpoint, which variable closest represents a Normal Distribution. Please return to Canvas explain your answer:
NormalDistributions
| Question | Answer | * Remember to return to Canvas to input all of these answers. | ||
| 500 students are getting ready to take the bar exam. Assume that the scores can be approximated by a normal distribution. How many students do we expect to be within 2 standard deviations from the mean? Enter your answer, rounded to the nearest whole number. | ||||
| During the height of flu season, demand per day for flu vaccinations in the IU Health network is normally distributed with a mean of 1200 vaccinations and std deviation of 55. What is the probability that demand for a particular day will be less than 1100 vaccinations? | ||||
| P(X≤1100) | ||||
| A hospital is trying to improve quality in every area. One of the metrics they look closely at is the quality of physicians. Several individual measurements contribute to a physician's quality score, but they have observed physician quality rankings to be normally distributed, with an average quality score of 83, and a standard deviation of 4.8. A physician score of 94 or better is considered to be exceptional. | ||||
| What is the probability that a doctor (selected at random) would have a quality score of 94 or higher (round to the nearest 4 decimal places)? | ||||
| P(X≥94) | ||||
| A hospital is trying to improve quality in every area. One of the metrics they look closely at is the quality of physicians. Several individual measurements contribute to a physician's quality score, but they have observed physician quality rankings to be normally distributed, with an average quality score of 83, and a standard deviation of 4.8. A physician score of 94 or better is considered to be exceptional. | ||||
| What portion of physicians would have a quality score between 73 and 93 (inclusive)? (round to the nearest 4 decimal places)? | ||||
| P(73≤X≤93) |
IdeaxShell
| Number of Promo Videos to create | Feb-21 | |
| Cost per (promo) video | $50 | |
| Post-Production Costs <=20 | $500 | |
| Post-Production Costs >20 | $1,000 | |
| Breakpoint for cost | 20 | |
| P{customer purchases} | 0.045 | |
| Revenue per video bought | $1,900 | |
| Expected Profit | ||
This shell file with key data is provided for your convenience, but you can make any changes you need to make, including the wording of cell titles. We need to know the number in the Red cell - the number of Promo videos to create - as well as the expected profit from that decision in the yellow cell.
