sampleID treatment familyID block hours_sperm_IVF hours_egg_IVF fert_eggs_mean unfert_eggs_mean total_eggs_mean fert_success_mean ID 10x0 0 m10 Block 1 4 4.5 147 27 174 84.48275862 1 10x20 20 m10 Block 1 4 4.5 146 35 181 80.66298343 2 10x40 40 m10 Block 1 4 4.5 139 30 169 82.24852071 3 10x60 60 m10 Block 1 4 4.5 107 53 160 66.875 4 11x0 0 m11 Block 1 4 4.5 168 27 195 86.15384615 5 11x20 20 m11 Block 1 4 4.5 122 64 186 65.59139785 6 11x40 40 m11 Block 1 4 4.5 161 31 192 83.85416667 7 11x60 60 m11 Block 1 4 4.5 50 164 214 23.36448598 8 13x0 0 m13 Block 1 4.5 5 62 164 226 27.43362832 9 13x20 20 m13 Block 1 4.5 5 2 214 216 0.925925926 10 13x40 40 m13 Block 1 4.5 5 6 239 245 2.448979592 11 13x60 60 m13 Block 1 4.5 5 13 194 207 6.280193237 12 15x0 0 m15 Block 1 4 4 151 91 242 62.39669421 13 15x20 20 m15 Block 1 4 4 73 132 205 35.6097561 14 15x40 40 m15 Block 1 4 4 85 123 208 40.86538462 15 15x60 60 m15 Block 1 4 4 114 113 227 50.22026432 16 17x0 0 m17 Block 1 4 5 38 151 189 20.10582011 17 17x20 20 m17 Block 1 4 5 33 142 175 18.85714286 18 17x40 40 m17 Block 1 4 5 38 182 220 17.27272727 19 17x60 60 m17 Block 1 4 5 65 148 213 30.51643192 20 19x0 0 m19 Block 1 3.5 4 183 45 228 80.26315789 21 19x20 20 m19 Block 1 3.5 4 180 37 217 82.94930876 22 19x40 40 m19 Block 1 3.5 4 168 38 206 81.55339806 23 19x60 60 m19 Block 1 3.5 4 195 30 225 86.66666667 24 21x0 0 m21 Block 2 0.5 1 237 8 245 96.73469388 25 21x20 20 m21 Block 2 0.5 1 213 8 221 96.3800905 26 21x40 40 m21 Block 2 0.5 1 209 10 219 95.43378995 27 21x60 60 m21 Block 2 0.5 1 208 9 217 95.85253456 28 22x0 0 m22 Block 2 0.5 1 204 5 209 97.6076555 29 22x20 20 m22 Block 2 0.5 1 174 5 179 97.20670391 30 22x40 40 m22 Block 2 0.5 1 209 7 216 96.75925926 31 22x60 60 m22 Block 2 0.5 1 128 4 132 96.96969697 32 23x0 0 m23 Block 2 1 1 213 1 214 99.53271028 33 23x20 20 m23 Block 2 1 1 211 6 217 97.23502304 34 23x40 40 m23 Block 2 1 1 219 5 224 97.76785714 35 23x60 60 m23 Block 2 1 1 216 7 223 96.86098655 36 24x0 0 m24 Block 2 1 1 115 39 154 74.67532468 37 24x20 20 m24 Block 2 1 1 123 75 198 62.12121212 38 24x40 40 m24 Block 2 1 1 100 66 166 60.24096386 39 24x60 60 m24 Block 2 1 1 136 49 185 73.51351351 40 25x0 0 m25 Block 2 1 1.5 172 1 173 99.42196532 41 25x20 20 m25 Block 2 1 1.5 146 2 148 98.64864865 42 25x40 40 m25 Block 2 1 1.5 157 3 160 98.125 43 25x60 60 m25 Block 2 1 1.5 173 3 176 98.29545455 44 26x0 0 m26 Block 2 1 1 187 9 196 95.40816327 45 26x20 20 m26 Block 2 1 1 119 8 127 93.7007874 46 26x40 40 m26 Block 2 1 1 192 3 195 98.46153846 47 26x60 60 m26 Block 2 1 1 195 8 203 96.0591133 48 27x0 0 m27 Block 2 1 1 121 83 204 59.31372549 49 27x20 20 m27 Block 2 1 1 68 168 236 28.81355932 50 27x40 40 m27 Block 2 1 1 91 111 202 45.04950495 51 27x60 60 m27 Block 2 1 1 138 115 253 54.54545455 52 28x0 0 m28 Block 2 1 1.5 167 7 174 95.97701149 53 28x20 20 m28 Block 2 1 1.5 162 11 173 93.6416185 54 28x40 40 m28 Block 2 1 1.5 178 8 186 95.69892473 55 28x60 60 m28 Block 2 1 1.5 192 10 202 95.04950495 56 29x0 0 m29 Block 2 1 1.5 189 5 194 97.42268041 57 29x20 20 m29 Block 2 1 1.5 173 3 176 98.29545455 58 29x40 40 m29 Block 2 1 1.5 208 9 217 95.85253456 59 29x60 60 m29 Block 2 1 1.5 193 5 198 97.47474747 60 30x0 0 m30 Block 2 1.5 1.5 2 22 24 8.333333333 61 30x20 20 m30 Block 2 1.5 1.5 3 15 18 16.66666667 62 30x40 40 m30 Block 2 1.5 1.5 3 19 22 13.63636364 63 30x60 60 m30 Block 2 1.5 1.5 4 27 31 12.90322581 64 31x0 0 m31 Block 2 1.5 1.5 159 68 227 70.04405286 65 31x20 20 m31 Block 2 1.5 1.5 144 56 200 72 66 31x40 40 m31 Block 2 1.5 1.5 144 52 196 73.46938776 67 31x60 60 m31 Block 2 1.5 1.5 154 64 218 70.64220183 68 4x0 0 m4 Block 1 3.5 3.5 33 133 166 19.87951807 69 4x20 20 m4 Block 1 3.5 3.5 43 148 191 22.51308901 70 4x40 40 m4 Block 1 3.5 3.5 36 138 174 20.68965517 71 4x60 60 m4 Block 1 3.5 3.5 31 147 178 17.41573034 72 41x0 0 m41 Block 3 0.5 1 65 60 125 52 73 41x20 20 m41 Block 3 0.5 1 85 53 138 61.5942029 74 41x40 40 m41 Block 3 0.5 1 80 45 125 64 75 41x60 60 m41 Block 3 0.5 1 66 49 115 57.39130435 76 42x0 0 m42 Block 3 0.5 1 183 8 191 95.81151832 77 42x20 20 m42 Block 3 0.5 1 199 3 202 98.51485149 78 42x40 40 m42 Block 3 0.5 1 182 5 187 97.32620321 79 42x60 60 m42 Block 3 0.5 1 184 4 188 97.87234043 80 43x0 0 m43 Block 3 1 1 122 0 122 100 81 43x20 20 m43 Block 3 1 1 106 4 110 96.36363636 82 43x40 40 m43 Block 3 1 1 136 1 137 99.27007299 83 43x60 60 m43 Block 3 1 1 143 15 158 90.50632911 84 44x0 0 m44 Block 3 1 1.5 184 20 204 90.19607843 85 44x20 20 m44 Block 3 1 1.5 195 18 213 91.54929577 86 44x40 40 m44 Block 3 1 1.5 197 24 221 89.14027149 87 44x60 60 m44 Block 3 1 1.5 164 37 201 81.5920398 88 47x0 0 m47 Block 3 1.5 1.5 93 106 199 46.73366834 89 47x20 20 m47 Block 3 1.5 1.5 91 86 177 51.41242938 90 47x40 40 m47 Block 3 1.5 1.5 92 94 186 49.46236559 91 47x60 60 m47 Block 3 1.5 1.5 132 59 191 69.10994764 92 48x0 0 m48 Block 3 1 1.5 160 34 194 82.4742268 93 48x20 20 m48 Block 3 1 1.5 171 30 201 85.07462687 94 48x40 40 m48 Block 3 1 1.5 185 32 217 85.25345622 95 48x60 60 m48 Block 3 1 1.5 172 33 205 83.90243902 96 49x0 0 m49 Block 3 1 1.5 179 11 190 94.21052632 97 49x20 20 m49 Block 3 1 1.5 170 10 180 94.44444444 98 49x40 40 m49 Block 3 1 1.5 192 22 214 89.71962617 99 49x60 60 m49 Block 3 1 1.5 175 7 182 96.15384615 100 5x0 0 m5 Block 1 3.5 4 118 48 166 71.08433735 101 5x20 20 m5 Block 1 3.5 4 127 30 157 80.89171975 102 5x40 40 m5 Block 1 3.5 4 134 28 162 82.71604938 103 5x60 60 m5 Block 1 3.5 4 92 60 152 60.52631579 104 50x0 0 m50 Block 3 1 1.5 105 87 192 54.6875 105 50x20 20 m50 Block 3 1 1.5 81 114 195 41.53846154 106 50x40 40 m50 Block 3 1 1.5 132 76 208 63.46153846 107 50x60 60 m50 Block 3 1 1.5 126 70 196 64.28571429 108 51x0 0 m51 Block 3 1.5 1.5 197 11 208 94.71153846 109 51x20 20 m51 Block 3 1.5 1.5 183 7 190 96.31578947 110 51x40 40 m51 Block 3 1.5 1.5 192 8 200 96 111 51x60 60 m51 Block 3 1.5 1.5 159 6 165 96.36363636 112 52x0 0 m52 Block 3 1.5 1.5 125 30 155 80.64516129 113 52x20 20 m52 Block 3 1.5 1.5 146 36 182 80.21978022 114 52x40 40 m52 Block 3 1.5 1.5 131 34 165 79.39393939 115 52x60 60 m52 Block 3 1.5 1.5 144 45 189 76.19047619 116 53x0 0 m53 Block 3 1.5 2 31 155 186 16.66666667 117 53x20 20 m53 Block 3 1.5 2 69 95 164 42.07317073 118 53x40 40 m53 Block 3 1.5 2 63 117 180 35 119 53x60 60 m53 Block 3 1.5 2 63 120 183 34.42622951 120 54x0 0 m54 Block 3 2 2 8 29 37 21.62162162 121 54x20 20 m54 Block 3 2 2 8 34 42 19.04761905 122 54x40 40 m54 Block 3 2 2 4 42 46 8.695652174 123 54x60 60 m54 Block 3 2 2 6 29 35 17.14285714 124 55x0 0 m55 Block 3 2 2 27 170 197 13.70558376 125 55x20 20 m55 Block 3 2 2 43 141 184 23.36956522 126 55x40 40 m55 Block 3 2 2 37 156 193 19.17098446 127 55x60 60 m55 Block 3 2 2 46 119 165 27.87878788 128 6x0 0 m6 Block 1 3.5 4 215 8 223 96.41255605 129 6x20 20 m6 Block 1 3.5 4 180 14 194 92.78350515 130 6x40 40 m6 Block 1 3.5 4 187 15 202 92.57425743 131 6x60 60 m6 Block 1 3.5 4 184 15 199 92.46231156 132 7x0 0 m7 Block 1 3.5 4.5 158 49 207 76.32850242 133 7x20 20 m7 Block 1 3.5 4.5 144 51 195 73.84615385 134 7x40 40 m7 Block 1 3.5 4.5 105 100 205 51.2195122 135 7x60 60 m7 Block 1 3.5 4.5 177 14 191 92.67015707 136 9x0 0 m9 Block 1 3.5 4 181 12 193 93.78238342 137 9x20 20 m9 Block 1 3.5 4 155 38 193 80.31088083 138 9x40 40 m9 Block 1 3.5 4 122 8 130 93.84615385 139 9x60 60 m9 Block 1 3.5 4 182 21 203 89.65517241 140