PregnanciesGlucoseBloodPressureSkinThicknesslnsulin BMI DiabetesPedigreeFunctionAge Outcome 10 10 10 11 10 13 10 11 13 13 15 10 17 11 12 10 12 11 10 13 10 14 10 13 10 12 13 12 12 12 14 10 10 148 85 183 89 137 116 78 115 197 125 110 168 139 189 166 100 118 107 103 115 126 99 196 119 143 125 147 97 145 117 109 158 88 92 122 103 138 102 90 111 180 133 106 171 159 180 146 71 103 105 103 101 88 176 150 73 187 100 146 105 133 141 114 99 109 109 95 146 100 139 126 129 79 62 95 131 112 113 74 83 101 137 110 106 100 136 107 80 123 81 134 142 144 92 71 93 122 163 151 125 81 85 126 96 144 83 95 171 155 89 76 160 146 124 78 97 99 162 111 107 132 113 88 120 118 117 105 173 122 170 96 125 100 93 129 105 128 106 108 108 154 102 57 106 147 90 136 114 156 153 188 152 99 109 88 163 151 102 114 100 131 104 148 120 110 111 102 134 87 79 75 179 85 129 143 130 87 119 73 141 194 181 128 109 139 111 123 159 135 85 158 105 107 109 148 113 138 108 99 103 111 196 162 96 184 81 147 179 140 112 151 109 125 85 112 177 158 119 142 100 87 101 162 197 117 142 134 79 122 74 171 181 179 164 104 91 91 139 119 146 184 122 165 124 111 106 129 90 86 92 113 111 114 193 155 191 141 95 142 123 96 138 128 102 146 101 108 122 71 106 100 106 104 114 108 146 129 133 161 108 136 155 119 96 108 78 107 128 128 161 151 146 126 100 112 167 144 77 115 150 120 161 137 128 124 80 106 155 113 109 112 99 182 115 194 129 112 124 152 112 157 122 179 102 105 118 87 180 106 95 165 117 115 152 178 130 95 122 95 126 139 116 99 92 137 61 90 90 165 125 129 88 196 189 158 103 146 147 99 124 101 81 133 173 118 105 122 140 98 87 156 93 107 105 109 90 125 119 116 105 144 100 100 166 131 116 158 127 96 131 193 95 137 136 72 168 123 115 101 197 172 102 112 143 143 138 173 97 144 83 129 119 102 115 151 184 181 135 95 99 89 80 139 90 141 140 147 97 107 189 83 117 108 117 180 100 95 104 120 134 91 119 100 175 135 86 148 134 120 71 74 88 115 124 74 97 120 154 144 137 119 136 114 137 105 114 126 132 158 123 85 145 135 139 173 99 194 83 89 99 125 80 72 66 66 40 74 50 70 96 92 74 80 60 72 74 30 70 88 90 80 70 76 66 82 92 75 76 58 92 78 60 76 76 68 72 92 110 66 56 70 66 80 50 66 90 66 50 68 88 82 72 62 58 66 74 88 92 66 85 66 90 86 75 48 78 72 66 78 65 108 74 72 68 70 68 55 80 78 72 82 72 62 48 50 90 72 60 96 72 65 56 122 58 58 85 72 62 76 62 92 74 48 60 76 76 74 80 76 30 70 58 88 70 56 74 68 60 70 60 80 72 78 82 52 66 62 75 80 78 70 74 65 86 82 78 88 52 56 74 72 90 74 80 88 74 66 68 66 90 82 70 60 72 78 110 78 82 80 74 60 74 68 68 98 76 80 62 70 66 55 58 62 60 80 82 68 70 72 72 76 104 60 85 95 65 82 70 62 68 74 66 60 90 60 66 78 76 52 70 80 86 80 80 68 68 72 90 76 70 50 76 85 68 90 70 86 52 80 68 62 56 68 50 76 68 70 80 62 74 52 86 62 78 78 70 70 60 74 62 70 76 88 86 80 74 86 56 72 88 62 78 48 50 62 70 78 72 58 82 98 76 76 68 68 68 68 66 70 74 50 80 68 80 74 66 78 60 74 70 90 75 72 70 86 70 72 58 80 60 76 76 78 70 74 68 86 72 88 46 62 80 80 82 62 78 88 50 74 76 70 108 78 74 72 86 102 82 58 52 82 82 60 75 100 72 68 60 62 70 74 100 82 68 66 76 72 78 58 56 66 70 70 61 78 48 72 62 74 68 90 72 74 60 68 82 68 88 68 78 78 74 74 75 68 85 75 70 88 104 66 70 62 78 72 80 74 70 68 62 68 74 72 62 70 78 98 56 52 78 82 70 66 90 80 76 74 86 70 88 58 68 62 78 72 80 65 90 68 70 35 23 35 32 45 23 19 47 38 30 41 35 33 26 15 19 26 36 11 31 33 37 42 47 25 18 24 27 32 11 15 21 34 42 10 39 60 41 34 27 30 13 27 20 35 20 30 20 33 13 26 28 29 25 32 19 15 40 18 27 28 18 30 51 18 29 28 31 25 33 26 32 23 15 56 30 42 30 36 24 14 37 31 13 20 26 25 29 30 26 31 23 37 35 17 50 28 42 15 21 19 41 38 40 34 23 18 25 12 23 23 42 24 42 46 18 20 28 36 41 39 35 20 41 13 27 16 20 16 32 28 29 27 33 31 26 32 40 41 30 29 33 15 27 38 39 31 37 25 28 21 27 21 24 32 22 35 15 33 33 19 14 32 35 39 16 28 15 32 15 18 42 37 32 50 52 24 23 10 28 15 26 44 39 17 43 29 30 37 45 31 38 29 25 33 41 37 23 14 19 28 30 37 17 10 31 11 39 12 30 20 33 32 21 32 36 32 19 16 18 43 34 13 21 35 36 19 19 32 28 12 40 30 40 36 33 37 25 28 17 16 28 48 23 40 43 43 15 37 30 18 24 13 29 36 26 23 29 14 12 24 34 40 31 41 25 32 49 39 30 23 35 33 21 32 29 41 18 46 32 39 30 46 25 16 11 33 15 25 23 27 12 63 12 45 37 18 13 32 28 30 28 48 33 40 30 13 10 36 41 40 38 27 27 45 17 38 31 30 37 31 42 41 32 17 28 30 38 18 o o o 94 168 o 88 o 543 o o 846 175 230 o 83 96 235 O o 146 115 140 110 o 245 54 o o 192 o o o 207 70 o 240 0 o o 82 36 23 300 342 304 110 0 142 o 128 o o o 38 100 90 140 0 270 o o o o 71 o 0 125 o 71 110 o o 176 48 o 64 228 o 76 64 220 o o 40 o 152 o 140 18 36 135 495 37 175 o o o 51 100 o 100 o o 135 94 145 o 168 o 225 o 49 140 50 92 o 325 o o 63 o 284 o 119 o o 204 o 155 485 0 94 135 53 114 o 105 285 o o 156 o o o 78 o 130 o 48 55 130 o 130 o o 92 23 o o o 495 58 114 160 o 94 O o O 210 o 48 99 318 0 o 44 190 o 280 o 87 o o o o 130 175 271 129 120 o 478 o o 190 56 32 o o 744 53 370 37 45 0 192 0 o O o 88 o 176 194 o 680 402 o o 55 o 258 o o o 375 150 130 o o 67 o o o 56 45 o 57 o 116 o 278 o 122 155 O 135 545 220 49 75 40 74 182 194 o 120 360 215 184 o o 135 42 o 105 132 148 180 205 o 148 96 85 o 94 64 o 140 o 231 o o 29 o 168 156 o 120 68 o 52 o 58 255 o o 171 o 105 73 o o 108 83 o 74 o o O 43 o O 167 o 54 249 325 o o o 293 83 o 66 140 465 89 66 94 158 325 84 75 0 72 82 182 59 110 50 o 285 81 196 415 87 o 275 115 o o o o 88 o o 165 o o o 579 o 176 310 61 167 474 o o o 115 170 76 78 o 210 277 180 145 180 o 85 60 o o o o o o o o 50 120 o o 14 70 92 64 63 95 o 210 o 105 o o 71 237 60 56 o 49 o 105 36 100 140 o o o o o 191 110 75 328 o 49 125 0 250 480 265 o o 66 o o 122 33.6 26.6 23.3 28.1 43.1 25.6 31 35.3 30.5 37.6 38 27.1 30.1 25.8 30 45.8 29.6 43.3 34.6 39.3 35.4 39.8 29 36.6 31.1 39.4 23.2 22.2 34.1 36 31.6 24.8 19.9 27.6 24 33.2 32.9 38.2 37.1 40.2 22.7 45.4 27.4 42 29.7 28 39.1 19.4 24.2 24.4 33.7 34.7 23 37.7 46.8 40.5 41.5 32.9 25 25.4 32.8 29 32.5 42.7 19.6 28.9 32.9 28.6 43.4 35.1 32 24.7 32.6 37.7 43.2 25 22.4 29.3 24.6 48.8 32.4 36.6 38.5 37.1 26.5 19.1 32 46.7 23.8 24.7 33.9 31.6 20.4 28.7 49.7 39 26.1 22.5 26.6 39.6 28.7 22.4 29.5 34.3 37.4 33.3 31.2 30.5 31.2 33.7 28.2 23.2 53.2 34.2 33.6 26.8 33.3 55 42.9 33.3 34.5 27.9 29.7 33.3 34.5 38.3 21.1 33.8 30.8 28.7 31.2 36.9 21.1 39.5 32.5 32.4 32.8 32.8 30.5 33.7 27.3 37.4 21.9 34.3 40.6 47.9 50 24.6 25.2 29 40.9 29.7 37.2 44.2 29.7 31.6 29.9 32.5 29.6 31.9 28.4 30.8 35.4 28.9 43.5 29.7 32.7 31.2 67.1 45 39.1 23.2 34.9 27.7 26.8 27.6 35.9 30.1 32 27.9 31.6 22.6 33.1 30.4 52.3 24.4 39.4 24.3 22.9 34.8 30.9 31 40.1 27.3 20.4 37.7 23.9 37.5 37.7 33.2 35.5 27.7 42.8 34.2 42.6 34.2 41.8 35.8 30 29 37.8 34.6 31.6 25.2 28.8 23.6 34.6 35.7 37.2 36.7 45.2 46.2 25.4 35 29.7 43.6 35.9 44.1 30.8 18.4 29.2 33.1 25.6 27.1 38.2 30 31.2 52.3 35.4 30.1 31.2 28 24.4 35.8 27.6 33.6 30.1 28.7 25.9 33.3 30.9 30 32.1 32.4 32 33.6 36.3 40 25.1 27.5 45.6 25.2 23 33.2 34.2 40.5 26.5 27.8 24.9 25.3 37.9 35.9 32.4 30.4 27 26 38.7 45.6 20.8 36.1 36.9 36.6 43.3 40.5 21.9 35.5 28 30.7 36.6 23.6 32.3 31.6 35.8 52.9 21 39.7 25.5 24.8 30.5 32.9 26.2 39.4 26.6 29.5 35.9 34.1 19.3 30.5 38.1 23.5 27.5 31.6 27.4 26.8 35.7 25.6 35.1 35.1 45.5 30.8 23.1 32.7 43.3 23.6 23.9 47.9 33.8 31.2 34.2 39.9 25.9 25.9 32 34.7 36.8 38.5 28.7 23.5 21.8 41 42.2 31.2 34.4 27.2 42.7 30.4 33.3 39.9 35.3 36.5 31.2 29.8 39.2 38.5 34.9 27.6 21 27.5 32.8 38.4 35.8 34.9 36.2 39.2 25.2 37.2 48.3 43.4 30.8 20 25.4 25.1 24.3 22.3 32.3 43.3 32 31.6 32 45.7 23.7 22.1 32.9 27.7 24.7 34.3 21.1 34.9 32 24.2 35 31.6 32.9 42.1 28.9 21.9 25.9 42.4 35.7 34.4 42.4 26.2 34.6 35.7 27.2 38.5 18.2 26.4 45.3 26 40.6 30.8 42.9 37 34.1 40.6 35 22.2 30.4 30 25.6 24.5 42.4 37.4 29.9 18.2 36.8 34.3 32.2 33.2 30.5 29.7 59.4 25.3 36.5 33.6 30.5 21.2 28.9 39.9 19.6 37.8 33.6 26.7 30.2 37.6 25.9 20.8 21.8 35.3 27.6 24 21.8 27.8 36.8 30 46.1 41.3 33.2 38.8 29.9 28.9 27.3 33.7 23.8 25.9 28 35.5 35.2 27.8 38.2 44.2 42.3 40.7 46.5 25.6 26.1 36.8 33.5 32.8 28.9 0.627 0.351 0.672 0.167 2.288 0.201 0.248 0.134 0.158 0.232 0.191 0.537 1.441 0.398 0.587 0.484 0.551 0.254 0.183 0.529 0.704 0.388 0.451 0.263 0.254 0.205 0.257 0.487 0.245 0.337 0.546 0.851 0.267 0.188 0.512 0.966 0.42 0.665 0.503 1.39 0.271 0.696 0.235 0.721 0.294 1.893 0.564 0.586 0.344 0.305 0.491 0.526 0.342 0.467 0.718 0.248 0.254 0.962 1.781 0.173 0.304 0.27 0.587 0.699 0.258 0.203 0.855 0.845 0.334 0.189 0.867 0.411 0.583 0.231 0.396 0.14 0.391 0.37 0.27 0.307 0.14 0.102 0.767 0.237 0.227 0.698 0.178 0.324 0.153 0.165 0.258 0.443 0.261 0.277 0.761 0.255 0.13 0.323 0.356 0.325 1.222 0.179 0.262 0.283 0.93 0.801 0.207 0.287 0.336 0.247 0.199 0.543 0.192 0.391 0.588 0.539 0.22 0.654 0.443 0.223 0.759 0.26 0.404 0.186 0.278 0.496 0.452 0.261 0.403 0.741 0.361 1.114 0.356 0.457 0.647 0.088 0.597 0.532 0.703 0.159 0.268 0.286 0.318 0.272 0.237 0.572 0.096 1.4 0.218 0.085 0.399 0.432 1.189 0.687 0.137 0.337 0.637 0.833 0.229 0.817 0.294 0.204 0.167 0.368 0.743 0.722 0.256 0.709 0.471 0.495 0.18 0.542 0.773 0.678 0.37 0.719 0.382 0.319 0.19 0.956 0.084 0.725 0.299 0.268 0.244 0.745 0.615 1.321 0.64 0.361 0.142 0.374 0.383 0.578 0.136 0.395 0.187 0.678 0.905 0.15 0.874 0.236 0.787 0.235 0.324 0.407 0.605 0.151 0.289 0.355 0.29 0.375 0.164 0.431 0.26 0.742 0.514 0.464 1.224 0.261 1.072 0.805 0.209 0.687 0.666 0.101 0.198 0.652 2.329 0.089 0.645 0.238 0.583 0.394 0.293 0.479 0.586 0.686 0.831 0.582 0.192 0.446 0.402 1.318 0.329 1.213 0.258 0.427 0.282 0.143 0.38 0.284 0.249 0.238 0.926 0.543 0.557 0.092 0.655 1.353 0.299 0.761 0.612 0.2 0.226 0.997 0.933 1.101 0.078 0.24 1.136 0.128 0.254 0.422 0.251 0.677 0.296 0.454 0.744 0.881 0.334 0.28 0.262 0.165 0.259 0.647 0.619 0.808 0.34 0.263 0.434 0.757 1.224 0.613 0.254 0.692 0.337 0.52 0.412 0.84 0.839 0.422 0.156 0.209 0.207 0.215 0.326 0.143 1.391 0.875 0.313 0.605 0.433 0.626 1.127 0.315 0.284 0.345 0.15 0.129 0.527 0.197 0.254 0.731 0.148 0.123 0.692 0.2 0.127 0.122 1.476 0.166 0.282 0.137 0.26 0.259 0.932 0.343 0.893 0.331 0.472 0.673 0.389 0.29 0.485 0.349 0.654 0.187 0.279 0.346 0.237 0.252 0.243 0.58 0.559 0.302 0.962 0.569 0.378 0.875 0.583 0.207 0.305 0.52 0.385 0.499 0.368 0.252 0.306 0.234 2.137 1.731 0.545 0.225 0.816 0.528 0.299 0.509 0.238 1.021 0.821 0.236 0.947 1.268 0.221 0.205 0.66 0.239 0.452 0.949 0.444 0.34 0.389 0.463 0.803 1.6 0.944 0.196 0.389 0.241 0.161 0.151 0.286 0.28 0.135 0.52 0.376 0.336 1.191 0.702 0.674 0.528 1.076 0.256 0.534 0.258 1.095 0.554 0.624 0.219 0.507 0.561 0.496 0.421 0.516 0.264 0.256 0.328 0.284 0.233 0.108 0.551 0.527 0.167 1.138 0.205 0.244 0.434 0.147 0.727 0.435 0.497 0.23 0.955 0.38 2.42 0.658 0.33 0.51 0.285 0.415 0.542 0.381 0.832 0.498 0.212 0.687 0.364 1.001 0.46 0.733 0.416 0.705 0.258 1.022 0.452 0.269 0.6 0.183 0.571 0.607 0.17 0.259 0.21 0.126 0.231 0.711 0.466 0.162 0.419 0.344 0.197 0.306 0.233 0.63 0.365 0.536 1.159 0.294 0.551 0.629 0.292 0.145 1.144 0.174 50 31 32 21 33 30 26 53 30 57 59 51 32 31 31 33 32 27 50 41 51 41 43 57 38 60 28 28 45 33 35 46 27 56 26 37 48 40 25 31 24 26 30 58 42 21 41 31 21 36 24 42 32 38 25 27 28 26 42 23 41 27 26 24 36 37 27 45 26 43 24 21 42 60 21 40 24 23 31 33 21 24 27 21 27 37 25 24 24 46 23 25 39 61 38 25 21 25 24 23 69 23 26 30 23 40 62 33 33 30 26 31 21 29 28 55 38 42 23 21 41 65 24 37 42 23 43 36 21 23 47 36 45 27 21 32 41 36 25 23 33 36 42 26 47 37 32 23 21 27 40 41 60 33 31 25 21 40 36 40 42 21 23 26 21 28 32 27 55 27 57 52 21 41 25 24 60 24 36 38 25 32 32 41 21 66 37 61 26 26 24 31 24 46 23 26 51 23 32 27 21 33 49 41 23 23 42 27 24 25 21 30 25 24 51 27 24 63 35 43 25 24 21 28 38 21 40 21 52 25 23 57 28 37 47 52 51 26 33 21 25 31 24 65 28 29 24 46 58 30 25 35 28 37 47 21 25 30 41 27 25 43 26 30 28 59 31 25 36 43 21 24 30 37 23 37 46 25 41 26 33 41 36 33 57 49 23 26 37 30 46 24 21 49 28 48 29 63 65 67 30 30 21 45 25 21 21 25 28 58 32 35 24 21 25 25 24 35 45 58 28 42 27 21 37 31 25 39 25 25 31 55 35 38 41 26 46 25 39 28 28 25 21 21 37 27 28 26 21 21 21 36 31 25 38 26 43 23 38 36 41 28 21 31 41 24 33 30 25 28 26 26 23 23 25 72 24 38 62 24 51 81 48 26 39 37 21 25 38 27 28 50 24 59 29 31 39 63 35 28 23 31 24 21 58 28 67 24 42 33 45 PregnanciesGlucoseBloodPressureSkinThicknesslnsulin BMI DiabetesPedigreeFunctionAge Outcome 10 10 10 11 10 13 10 11 13 13 15 10 17 11 12 10 12 11 10 13 10 14 10 13 10 12 13 12 12 12 14 10 10 148 85 183 89 137 116 78 115 197 125 110 168 139 189 166 100 118 107 103 115 126 99 196 119 143 125 147 97 145 117 109 158 88 92 122 103 138 102 90 111 180 133 106 171 159 180 146 71 103 105 103 101 88 176 150 73 187 100 146 105 133 141 114 99 109 109 95 146 100 139 126 129 79 62 95 131 112 113 74 83 101 137 110 106 100 136 107 80 123 81 134 142 144 92 71 93 122 163 151 125 81 85 126 96 144 83 95 171 155 89 76 160 146 124 78 97 99 162 111 107 132 113 88 120 118 117 105 173 122 170 96 125 100 93 129 105 128 106 108 108 154 102 57 106 147 90 136 114 156 153 188 152 99 109 88 163 151 102 114 100 131 104 148 120 110 111 102 134 87 79 75 179 85 129 143 130 87 119 73 141 194 181 128 109 139 111 123 159 135 85 158 105 107 109 148 113 138 108 99 103 111 196 162 96 184 81 147 179 140 112 151 109 125 85 112 177 158 119 142 100 87 101 162 197 117 142 134 79 122 74 171 181 179 164 104 91 91 139 119 146 184 122 165 124 111 106 129 90 86 92 113 111 114 193 155 191 141 95 142 123 96 138 128 102 146 101 108 122 71 106 100 106 104 114 108 146 129 133 161 108 136 155 119 96 108 78 107 128 128 161 151 146 126 100 112 167 144 77 115 150 120 161 137 128 124 80 106 155 113 109 112 99 182 115 194 129 112 124 152 112 157 122 179 102 105 118 87 180 106 95 165 117 115 152 178 130 95 122 95 126 139 116 99 92 137 61 90 90 165 125 129 88 196 189 158 103 146 147 99 124 101 81 133 173 118 105 122 140 98 87 156 93 107 105 109 90 125 119 116 105 144 100 100 166 131 116 158 127 96 131 193 95 137 136 72 168 123 115 101 197 172 102 112 143 143 138 173 97 144 83 129 119 102 115 151 184 181 135 95 99 89 80 139 90 141 140 147 97 107 189 83 117 108 117 180 100 95 104 120 134 91 119 100 175 135 86 148 134 120 71 74 88 115 124 74 97 120 154 144 137 119 136 114 137 105 114 126 132 158 123 85 145 135 139 173 99 194 83 89 99 125 80 72 66 66 40 74 50 70 96 92 74 80 60 72 74 30 70 88 90 80 70 76 66 82 92 75 76 58 92 78 60 76 76 68 72 92 110 66 56 70 66 80 50 66 90 66 50 68 88 82 72 62 58 66 74 88 92 66 85 66 90 86 75 48 78 72 66 78 65 108 74 72 68 70 68 55 80 78 72 82 72 62 48 50 90 72 60 96 72 65 56 122 58 58 85 72 62 76 62 92 74 48 60 76 76 74 80 76 30 70 58 88 70 56 74 68 60 70 60 80 72 78 82 52 66 62 75 80 78 70 74 65 86 82 78 88 52 56 74 72 90 74 80 88 74 66 68 66 90 82 70 60 72 78 110 78 82 80 74 60 74 68 68 98 76 80 62 70 66 55 58 62 60 80 82 68 70 72 72 76 104 60 85 95 65 82 70 62 68 74 66 60 90 60 66 78 76 52 70 80 86 80 80 68 68 72 90 76 70 50 76 85 68 90 70 86 52 80 68 62 56 68 50 76 68 70 80 62 74 52 86 62 78 78 70 70 60 74 62 70 76 88 86 80 74 86 56 72 88 62 78 48 50 62 70 78 72 58 82 98 76 76 68 68 68 68 66 70 74 50 80 68 80 74 66 78 60 74 70 90 75 72 70 86 70 72 58 80 60 76 76 78 70 74 68 86 72 88 46 62 80 80 82 62 78 88 50 74 76 70 108 78 74 72 86 102 82 58 52 82 82 60 75 100 72 68 60 62 70 74 100 82 68 66 76 72 78 58 56 66 70 70 61 78 48 72 62 74 68 90 72 74 60 68 82 68 88 68 78 78 74 74 75 68 85 75 70 88 104 66 70 62 78 72 80 74 70 68 62 68 74 72 62 70 78 98 56 52 78 82 70 66 90 80 76 74 86 70 88 58 68 62 78 72 80 65 90 68 70 35 23 35 32 45 23 19 47 38 30 41 35 33 26 15 19 26 36 11 31 33 37 42 47 25 18 24 27 32 11 15 21 34 42 10 39 60 41 34 27 30 13 27 20 35 20 30 20 33 13 26 28 29 25 32 19 15 40 18 27 28 18 30 51 18 29 28 31 25 33 26 32 23 15 56 30 42 30 36 24 14 37 31 13 20 26 25 29 30 26 31 23 37 35 17 50 28 42 15 21 19 41 38 40 34 23 18 25 12 23 23 42 24 42 46 18 20 28 36 41 39 35 20 41 13 27 16 20 16 32 28 29 27 33 31 26 32 40 41 30 29 33 15 27 38 39 31 37 25 28 21 27 21 24 32 22 35 15 33 33 19 14 32 35 39 16 28 15 32 15 18 42 37 32 50 52 24 23 10 28 15 26 44 39 17 43 29 30 37 45 31 38 29 25 33 41 37 23 14 19 28 30 37 17 10 31 11 39 12 30 20 33 32 21 32 36 32 19 16 18 43 34 13 21 35 36 19 19 32 28 12 40 30 40 36 33 37 25 28 17 16 28 48 23 40 43 43 15 37 30 18 24 13 29 36 26 23 29 14 12 24 34 40 31 41 25 32 49 39 30 23 35 33 21 32 29 41 18 46 32 39 30 46 25 16 11 33 15 25 23 27 12 63 12 45 37 18 13 32 28 30 28 48 33 40 30 13 10 36 41 40 38 27 27 45 17 38 31 30 37 31 42 41 32 17 28 30 38 18 o o o 94 168 o 88 o 543 o o 846 175 230 o 83 96 235 O o 146 115 140 110 o 245 54 o o 192 o o o 207 70 o 240 0 o o 82 36 23 300 342 304 110 0 142 o 128 o o o 38 100 90 140 0 270 o o o o 71 o 0 125 o 71 110 o o 176 48 o 64 228 o 76 64 220 o o 40 o 152 o 140 18 36 135 495 37 175 o o o 51 100 o 100 o o 135 94 145 o 168 o 225 o 49 140 50 92 o 325 o o 63 o 284 o 119 o o 204 o 155 485 0 94 135 53 114 o 105 285 o o 156 o o o 78 o 130 o 48 55 130 o 130 o o 92 23 o o o 495 58 114 160 o 94 O o O 210 o 48 99 318 0 o 44 190 o 280 o 87 o o o o 130 175 271 129 120 o 478 o o 190 56 32 o o 744 53 370 37 45 0 192 0 o O o 88 o 176 194 o 680 402 o o 55 o 258 o o o 375 150 130 o o 67 o o o 56 45 o 57 o 116 o 278 o 122 155 O 135 545 220 49 75 40 74 182 194 o 120 360 215 184 o o 135 42 o 105 132 148 180 205 o 148 96 85 o 94 64 o 140 o 231 o o 29 o 168 156 o 120 68 o 52 o 58 255 o o 171 o 105 73 o o 108 83 o 74 o o O 43 o O 167 o 54 249 325 o o o 293 83 o 66 140 465 89 66 94 158 325 84 75 0 72 82 182 59 110 50 o 285 81 196 415 87 o 275 115 o o o o 88 o o 165 o o o 579 o 176 310 61 167 474 o o o 115 170 76 78 o 210 277 180 145 180 o 85 60 o o o o o o o o 50 120 o o 14 70 92 64 63 95 o 210 o 105 o o 71 237 60 56 o 49 o 105 36 100 140 o o o o o 191 110 75 328 o 49 125 0 250 480 265 o o 66 o o 122 33.6 26.6 23.3 28.1 43.1 25.6 31 35.3 30.5 37.6 38 27.1 30.1 25.8 30 45.8 29.6 43.3 34.6 39.3 35.4 39.8 29 36.6 31.1 39.4 23.2 22.2 34.1 36 31.6 24.8 19.9 27.6 24 33.2 32.9 38.2 37.1 40.2 22.7 45.4 27.4 42 29.7 28 39.1 19.4 24.2 24.4 33.7 34.7 23 37.7 46.8 40.5 41.5 32.9 25 25.4 32.8 29 32.5 42.7 19.6 28.9 32.9 28.6 43.4 35.1 32 24.7 32.6 37.7 43.2 25 22.4 29.3 24.6 48.8 32.4 36.6 38.5 37.1 26.5 19.1 32 46.7 23.8 24.7 33.9 31.6 20.4 28.7 49.7 39 26.1 22.5 26.6 39.6 28.7 22.4 29.5 34.3 37.4 33.3 31.2 30.5 31.2 33.7 28.2 23.2 53.2 34.2 33.6 26.8 33.3 55 42.9 33.3 34.5 27.9 29.7 33.3 34.5 38.3 21.1 33.8 30.8 28.7 31.2 36.9 21.1 39.5 32.5 32.4 32.8 32.8 30.5 33.7 27.3 37.4 21.9 34.3 40.6 47.9 50 24.6 25.2 29 40.9 29.7 37.2 44.2 29.7 31.6 29.9 32.5 29.6 31.9 28.4 30.8 35.4 28.9 43.5 29.7 32.7 31.2 67.1 45 39.1 23.2 34.9 27.7 26.8 27.6 35.9 30.1 32 27.9 31.6 22.6 33.1 30.4 52.3 24.4 39.4 24.3 22.9 34.8 30.9 31 40.1 27.3 20.4 37.7 23.9 37.5 37.7 33.2 35.5 27.7 42.8 34.2 42.6 34.2 41.8 35.8 30 29 37.8 34.6 31.6 25.2 28.8 23.6 34.6 35.7 37.2 36.7 45.2 46.2 25.4 35 29.7 43.6 35.9 44.1 30.8 18.4 29.2 33.1 25.6 27.1 38.2 30 31.2 52.3 35.4 30.1 31.2 28 24.4 35.8 27.6 33.6 30.1 28.7 25.9 33.3 30.9 30 32.1 32.4 32 33.6 36.3 40 25.1 27.5 45.6 25.2 23 33.2 34.2 40.5 26.5 27.8 24.9 25.3 37.9 35.9 32.4 30.4 27 26 38.7 45.6 20.8 36.1 36.9 36.6 43.3 40.5 21.9 35.5 28 30.7 36.6 23.6 32.3 31.6 35.8 52.9 21 39.7 25.5 24.8 30.5 32.9 26.2 39.4 26.6 29.5 35.9 34.1 19.3 30.5 38.1 23.5 27.5 31.6 27.4 26.8 35.7 25.6 35.1 35.1 45.5 30.8 23.1 32.7 43.3 23.6 23.9 47.9 33.8 31.2 34.2 39.9 25.9 25.9 32 34.7 36.8 38.5 28.7 23.5 21.8 41 42.2 31.2 34.4 27.2 42.7 30.4 33.3 39.9 35.3 36.5 31.2 29.8 39.2 38.5 34.9 27.6 21 27.5 32.8 38.4 35.8 34.9 36.2 39.2 25.2 37.2 48.3 43.4 30.8 20 25.4 25.1 24.3 22.3 32.3 43.3 32 31.6 32 45.7 23.7 22.1 32.9 27.7 24.7 34.3 21.1 34.9 32 24.2 35 31.6 32.9 42.1 28.9 21.9 25.9 42.4 35.7 34.4 42.4 26.2 34.6 35.7 27.2 38.5 18.2 26.4 45.3 26 40.6 30.8 42.9 37 34.1 40.6 35 22.2 30.4 30 25.6 24.5 42.4 37.4 29.9 18.2 36.8 34.3 32.2 33.2 30.5 29.7 59.4 25.3 36.5 33.6 30.5 21.2 28.9 39.9 19.6 37.8 33.6 26.7 30.2 37.6 25.9 20.8 21.8 35.3 27.6 24 21.8 27.8 36.8 30 46.1 41.3 33.2 38.8 29.9 28.9 27.3 33.7 23.8 25.9 28 35.5 35.2 27.8 38.2 44.2 42.3 40.7 46.5 25.6 26.1 36.8 33.5 32.8 28.9 0.627 0.351 0.672 0.167 2.288 0.201 0.248 0.134 0.158 0.232 0.191 0.537 1.441 0.398 0.587 0.484 0.551 0.254 0.183 0.529 0.704 0.388 0.451 0.263 0.254 0.205 0.257 0.487 0.245 0.337 0.546 0.851 0.267 0.188 0.512 0.966 0.42 0.665 0.503 1.39 0.271 0.696 0.235 0.721 0.294 1.893 0.564 0.586 0.344 0.305 0.491 0.526 0.342 0.467 0.718 0.248 0.254 0.962 1.781 0.173 0.304 0.27 0.587 0.699 0.258 0.203 0.855 0.845 0.334 0.189 0.867 0.411 0.583 0.231 0.396 0.14 0.391 0.37 0.27 0.307 0.14 0.102 0.767 0.237 0.227 0.698 0.178 0.324 0.153 0.165 0.258 0.443 0.261 0.277 0.761 0.255 0.13 0.323 0.356 0.325 1.222 0.179 0.262 0.283 0.93 0.801 0.207 0.287 0.336 0.247 0.199 0.543 0.192 0.391 0.588 0.539 0.22 0.654 0.443 0.223 0.759 0.26 0.404 0.186 0.278 0.496 0.452 0.261 0.403 0.741 0.361 1.114 0.356 0.457 0.647 0.088 0.597 0.532 0.703 0.159 0.268 0.286 0.318 0.272 0.237 0.572 0.096 1.4 0.218 0.085 0.399 0.432 1.189 0.687 0.137 0.337 0.637 0.833 0.229 0.817 0.294 0.204 0.167 0.368 0.743 0.722 0.256 0.709 0.471 0.495 0.18 0.542 0.773 0.678 0.37 0.719 0.382 0.319 0.19 0.956 0.084 0.725 0.299 0.268 0.244 0.745 0.615 1.321 0.64 0.361 0.142 0.374 0.383 0.578 0.136 0.395 0.187 0.678 0.905 0.15 0.874 0.236 0.787 0.235 0.324 0.407 0.605 0.151 0.289 0.355 0.29 0.375 0.164 0.431 0.26 0.742 0.514 0.464 1.224 0.261 1.072 0.805 0.209 0.687 0.666 0.101 0.198 0.652 2.329 0.089 0.645 0.238 0.583 0.394 0.293 0.479 0.586 0.686 0.831 0.582 0.192 0.446 0.402 1.318 0.329 1.213 0.258 0.427 0.282 0.143 0.38 0.284 0.249 0.238 0.926 0.543 0.557 0.092 0.655 1.353 0.299 0.761 0.612 0.2 0.226 0.997 0.933 1.101 0.078 0.24 1.136 0.128 0.254 0.422 0.251 0.677 0.296 0.454 0.744 0.881 0.334 0.28 0.262 0.165 0.259 0.647 0.619 0.808 0.34 0.263 0.434 0.757 1.224 0.613 0.254 0.692 0.337 0.52 0.412 0.84 0.839 0.422 0.156 0.209 0.207 0.215 0.326 0.143 1.391 0.875 0.313 0.605 0.433 0.626 1.127 0.315 0.284 0.345 0.15 0.129 0.527 0.197 0.254 0.731 0.148 0.123 0.692 0.2 0.127 0.122 1.476 0.166 0.282 0.137 0.26 0.259 0.932 0.343 0.893 0.331 0.472 0.673 0.389 0.29 0.485 0.349 0.654 0.187 0.279 0.346 0.237 0.252 0.243 0.58 0.559 0.302 0.962 0.569 0.378 0.875 0.583 0.207 0.305 0.52 0.385 0.499 0.368 0.252 0.306 0.234 2.137 1.731 0.545 0.225 0.816 0.528 0.299 0.509 0.238 1.021 0.821 0.236 0.947 1.268 0.221 0.205 0.66 0.239 0.452 0.949 0.444 0.34 0.389 0.463 0.803 1.6 0.944 0.196 0.389 0.241 0.161 0.151 0.286 0.28 0.135 0.52 0.376 0.336 1.191 0.702 0.674 0.528 1.076 0.256 0.534 0.258 1.095 0.554 0.624 0.219 0.507 0.561 0.496 0.421 0.516 0.264 0.256 0.328 0.284 0.233 0.108 0.551 0.527 0.167 1.138 0.205 0.244 0.434 0.147 0.727 0.435 0.497 0.23 0.955 0.38 2.42 0.658 0.33 0.51 0.285 0.415 0.542 0.381 0.832 0.498 0.212 0.687 0.364 1.001 0.46 0.733 0.416 0.705 0.258 1.022 0.452 0.269 0.6 0.183 0.571 0.607 0.17 0.259 0.21 0.126 0.231 0.711 0.466 0.162 0.419 0.344 0.197 0.306 0.233 0.63 0.365 0.536 1.159 0.294 0.551 0.629 0.292 0.145 1.144 0.174 50 31 32 21 33 30 26 53 30 57 59 51 32 31 31 33 32 27 50 41 51 41 43 57 38 60 28 28 45 33 35 46 27 56 26 37 48 40 25 31 24 26 30 58 42 21 41 31 21 36 24 42 32 38 25 27 28 26 42 23 41 27 26 24 36 37 27 45 26 43 24 21 42 60 21 40 24 23 31 33 21 24 27 21 27 37 25 24 24 46 23 25 39 61 38 25 21 25 24 23 69 23 26 30 23 40 62 33 33 30 26 31 21 29 28 55 38 42 23 21 41 65 24 37 42 23 43 36 21 23 47 36 45 27 21 32 41 36 25 23 33 36 42 26 47 37 32 23 21 27 40 41 60 33 31 25 21 40 36 40 42 21 23 26 21 28 32 27 55 27 57 52 21 41 25 24 60 24 36 38 25 32 32 41 21 66 37 61 26 26 24 31 24 46 23 26 51 23 32 27 21 33 49 41 23 23 42 27 24 25 21 30 25 24 51 27 24 63 35 43 25 24 21 28 38 21 40 21 52 25 23 57 28 37 47 52 51 26 33 21 25 31 24 65 28 29 24 46 58 30 25 35 28 37 47 21 25 30 41 27 25 43 26 30 28 59 31 25 36 43 21 24 30 37 23 37 46 25 41 26 33 41 36 33 57 49 23 26 37 30 46 24 21 49 28 48 29 63 65 67 30 30 21 45 25 21 21 25 28 58 32 35 24 21 25 25 24 35 45 58 28 42 27 21 37 31 25 39 25 25 31 55 35 38 41 26 46 25 39 28 28 25 21 21 37 27 28 26 21 21 21 36 31 25 38 26 43 23 38 36 41 28 21 31 41 24 33 30 25 28 26 26 23 23 25 72 24 38 62 24 51 81 48 26 39 37 21 25 38 27 28 50 24 59 29 31 39 63 35 28 23 31 24 21 58 28 67 24 42 33 45 10 12 13 10 11 11 10 12 11 11 10 13 11 11 10 10 10 13 10 10 10 11 13 12 10 89 99 125 80 166 110 81 195 154 117 96 75 180 130 120 139 91 91 99 163 145 125 76 129 68 124 114 130 125 87 97 116 117 111 122 107 86 91 77 132 105 57 127 129 100 128 90 88 186 187 131 164 189 116 114 88 124 97 110 103 85 125 198 87 99 91 95 99 92 154 121 78 130 111 98 143 119 108 118 133 197 151 109 121 100 124 93 143 103 176 73 111 112 132 123 188 67 89 173 109 108 96 124 150 183 124 181 92 152 111 106 174 168 105 138 106 117 68 112 119 112 92 183 108 90 125 132 128 114 102 111 128 92 104 104 97 100 102 128 147 90 103 157 167 179 136 107 91 117 123 120 106 155 101 120 127 80 162 199 167 145 115 112 145 111 98 154 165 99 68 123 91 195 156 93 121 101 56 162 95 125 136 129 130 107 140 144 107 158 121 129 90 142 169 99 127 118 122 125 168 129 110 80 115 127 164 93 158 126 129 134 102 187 173 108 97 83 114 149 117 111 112 116 141 175 92 130 120 174 106 105 95 126 65 99 102 120 102 109 140 153 100 147 81 187 162 136 121 108 181 154 128 137 123 106 190 88 170 101 122 121 126 93 90 68 70 74 68 72 70 74 90 72 68 78 90 60 50 78 72 62 68 62 70 88 86 60 90 70 80 70 58 60 74 66 65 60 76 66 56 90 60 80 92 74 72 85 90 78 90 76 68 82 110 70 68 88 62 70 70 76 68 74 76 66 68 60 80 72 62 72 66 70 96 58 60 86 80 68 70 90 60 78 76 76 56 66 66 86 78 80 52 72 76 24 74 38 88 74 78 60 78 62 82 62 58 88 80 74 72 96 62 82 86 76 70 88 68 78 80 65 78 60 62 72 74 76 76 74 86 70 80 72 74 74 50 60 60 74 70 52 58 80 106 76 106 80 60 80 82 70 58 78 68 58 106 100 82 70 86 60 52 58 56 76 80 82 74 50 74 80 114 70 68 60 90 74 88 70 76 78 88 76 80 46 78 78 62 58 74 50 78 72 60 76 86 66 68 86 78 78 88 52 78 86 88 56 75 60 86 72 60 74 80 58 88 74 70 62 70 78 62 88 78 88 90 72 76 92 58 74 62 76 70 72 60 70 30 38 18 15 33 32 19 32 41 25 39 26 23 23 31 17 19 18 34 32 33 18 19 15 31 18 52 30 37 49 40 25 32 23 29 35 27 21 43 31 28 30 24 23 33 40 40 32 19 14 30 32 29 30 31 17 30 47 20 46 27 17 24 11 27 40 50 22 45 14 19 18 19 36 29 32 42 25 39 13 21 22 42 28 26 13 24 42 20 27 47 40 17 18 32 12 17 30 35 17 36 35 25 25 23 40 28 27 35 48 31 43 46 46 39 45 18 27 33 30 26 10 23 35 17 28 36 39 26 19 26 46 32 49 24 19 11 27 31 20 36 21 32 13 27 36 20 33 39 18 46 27 19 36 29 30 40 29 26 23 37 27 32 27 23 17 37 20 18 37 33 41 41 22 24 44 32 39 41 26 31 48 27 23 31 o o 122 o 76 145 193 71 o 79 o o 90 170 76 o 210 o o 86 105 165 o o 326 66 130 o o o 82 105 188 o 106 65 o 56 o o o 210 155 215 190 o 56 76 225 207 166 67 o O 106 o 44 115 215 o o o o 274 77 54 o 88 18 126 126 165 o o 44 120 330 63 130 o o o o o 600 o o o 156 o 140 O 115 230 185 25 o 120 o o o 126 O o 293 41 272 182 158 194 321 o 144 o o 15 o o 160 o 115 o 54 o o o o O 90 o 183 o o o 66 91 46 105 o o 152 440 144 159 130 O 100 106 77 o 135 540 90 200 70 o o 231 130 o 132 o o 190 100 168 O 49 240 o o o o 265 45 0 105 o 205 o o 180 180 o o 95 125 o 480 125 155 0 200 o o 100 o 335 o 160 387 22 291 o 392 185 o 178 o o 200 127 105 o 180 o o o 79 O 120 165 o O 120 160 o 150 94 116 o 140 105 0 57 200 o o 74 510 o 110 o o o 16 o 180 o 112 o O 33.5 32.8 28.9 26.6 26 30.1 25.1 29.3 25.2 37.2 39 33.3 37.3 33.3 36.5 28.6 30.4 25 29.7 22.1 24.2 27.3 25.6 31.6 30.3 37.6 32.8 19.6 25 33.2 34.2 31.6 21.8 18.2 26.3 30.8 24.6 29.8 45.3 41 .3 29.8 33.3 32.9 29.6 21.7 36.3 36.4 39.4 32.4 34.9 39.5 32 34.5 43.6 33.1 32.8 28.5 27.4 31.9 27.8 29.9 36.9 25.5 38.1 27.8 46.2 30.1 33.8 41.3 37.6 26.9 32.4 26.1 38.6 32 31.3 34.3 32.5 22.6 29.5 34.7 30.1 35.5 24 42.9 27 34.7 42.1 25 26.5 38.7 28.7 22.5 34.9 24.3 33.3 21.1 46.8 39.4 34.4 28.5 33.6 32 45.3 27.8 36.8 23.1 27.1 23.7 27.8 35.2 28.4 35.8 40 19.5 41.5 24 30.9 32.9 38.2 32.5 36.1 25.8 28.7 20.1 28.2 32.4 38.4 24.2 40.8 43.5 30.8 37.7 24.7 32.4 34.6 24.7 27.4 34.5 26.2 27.5 25.9 31.2 28.8 31.6 40.9 19.5 29.3 34.3 29.5 28 27.6 39.4 23.4 37.8 28.3 26.4 25.2 33.8 34.1 26.8 34.2 38.7 21 .8 38.9 39 34.2 27.7 42.9 37.6 37.9 33.7 34.8 32.5 27.5 30.9 33.6 25.4 35.5 57.3 35.6 30.9 24.8 35.3 36 24.2 24.2 49.6 44.6 32.3 33.2 23.1 28.3 24.1 46.1 24.6 42.3 39.1 38.5 23.5 30.4 29.9 25 34.5 44.5 35.9 27.6 35 38.5 28.4 39.8 34.4 32.8 38 31 .2 29.6 41.2 26.4 29.5 33.9 33.8 23.1 35.5 35.6 29.3 38.1 29.3 39.1 32.8 39.4 36.1 32.4 22.9 30.1 28.4 28.4 44.5 29 23.3 35.4 27.4 32 36.6 39.5 42.3 30.8 28.5 32.7 40.6 30 49.3 46.3 36.4 24.3 31.2 39 26 43.3 32.4 36.5 32 36.3 37.5 35.5 28.4 22.5 32.9 36.8 26.2 30.1 30.4 0.292 0.145 1.144 0.174 0.304 0.292 0.547 0.163 0.839 0.313 0.267 0.727 0.738 0.238 0.263 0.314 0.692 0.968 0.409 0.297 0.207 0.2 0.525 0.154 0.268 0.771 0.304 0.18 0.582 0.187 0.305 0.189 0.652 0.151 0.444 0.299 0.107 0.493 0.66 0.717 0.686 0.917 0.501 1.251 0.302 0.197 0.735 0.804 0.968 0.661 0.549 0.825 0.159 0.365 0.423 1.034 0.16 0.341 0.68 0.204 0.591 0.247 0.422 0.471 0.161 0.218 0.237 0.126 0.3 0.121 0.502 0.401 0.497 0.601 0.748 0.412 0.085 0.338 0.203 0.27 0.268 0.43 0.198 0.892 0.28 0.813 0.693 0.245 0.575 0.371 0.206 0.259 0.19 0.687 0.417 0.129 0.249 1.154 0.342 0.925 0.175 0.402 1.699 0.733 0.682 0.194 0.559 0.088 0.407 0.4 0.19 0.692 0.212 0.514 1.258 0.482 0.27 0.138 0.292 0.593 0.787 0.878 0.557 0.207 0.157 0.257 1.282 0.141 0.246 1.698 1.461 0.347 0.158 0.362 0.206 0.393 0.144 0.148 0.732 0.238 0.343 0.115 0.167 0.465 0.153 0.649 0.871 0.149 0.695 0.303 0.178 0.61 0.73 0.134 0.447 0.455 0.26 0.133 0.234 0.466 0.269 0.455 0.142 0.24 0.155 1.162 0.19 1.292 0.182 1.394 0.165 0.637 0.245 0.217 0.235 0.141 0.43 0.164 0.631 0.551 0.285 0.88 0.587 0.328 0.23 0.263 0.127 0.614 0.332 0.364 0.366 0.536 0.64 0.591 0.314 o. 181 0.828 0.335 0.856 0.257 0.886 0.439 0.191 0.128 0.268 0.253 0.598 0.904 0.483 0.565 0.905 0.304 0.118 0.177 0.261 0.176 0.148 0.674 0.295 0.439 0.441 0.352 0.121 0.826 0.97 0.595 0.415 0.378 0.317 0.289 0.349 0.251 0.265 0.236 0.496 0.433 0.326 0.141 0.323 0.259 0.646 0.426 0.56 0.284 0.515 0.6 0.453 0.293 0.785 0.4 0.219 0.734 1.174 0.488 0.358 1.096 0.408 0.178 1.182 0.261 0.223 0.222 0.443 1.057 0.391 0.258 0.197 0.278 0.766 0.403 0.142 0.171 0.34 0.245 0.349 0.315 42 33 45 22 66 30 25 55 21 28 41 41 40 38 35 21 21 46 21 58 24 28 53 51 41 60 25 26 26 45 24 21 21 24 31 22 24 31 24 23 46 67 23 32 43 27 56 25 37 53 28 50 37 21 25 66 23 28 37 30 58 42 35 28 24 32 27 21 46 37 33 39 21 23 25 35 21 36 62 21 27 62 42 52 41 52 25 45 24 25 46 21 38 26 24 28 30 36 21 25 27 23 24 36 40 26 50 27 30 23 50 24 28 28 45 21 21 21 21 45 21 24 23 31 38 48 23 32 28 27 24 50 31 27 30 33 42 23 23 27 28 27 25 41 51 27 43 40 40 24 70 40 43 45 49 21 47 68 31 53 25 25 23 22 26 27 25 22 29 23 46 23 43 25 43 31 28 26 26 49 52 41 27 28 30 45 23 24 40 38 21 32 31 56 24 52 21 42 42 45 38 25 24 53 28 21 42 21 42 48 26 22 45 39 46 27 32 36 50 22 28 25 26 45 37 39 52 26 66 22 43 63 27 30 47 23