BeeNr Colony Molaire Varroa Imidacloprid FlightDate Flightday Flightmill N Distancem Log_Distancem Flighttimemin Log_Flighttimemin Averagems Maxms Weightmg Winglengthmm Survivalapril14 7 2 1 0 0 8/22/2013 1 1 1416 1067.638847 6.973204804 14.03163333 2.641314305 1.268133251 1.690543132 94.5 8.565883367 0 13 2 1 0 0 9/18/2013 28 1 1172 883.6671816 6.7840805 10.23968333 2.326270695 1.438304866 1.729317057 81.8 10.20700711 0 13 2 2 0 0 9/18/2013 28 1 2996 2258.930782 7.722646875 21.77488333 3.080757165 1.729003356 2.071379772 81.8 10.20700711 0 20 2 1 0 0 9/24/2013 34 3 1158 873.1114303 6.772063188 10.34983333 2.336970417 1.405999179 1.745329252 90 8.956632789 0 29 2 1 0 0 9/27/2013 37 6 2296 1731.143216 7.456537288 20.45401667 3.018179277 1.410597605 1.799480279 70.2 10.24291307 0 30 2 1 0 0 10/01/2013 41 6 2023 1525.306065 7.329950367 16.10261667 2.778981785 1.578735201 1.857099106 76.6 10.33400632 0 30 2 2 0 0 10/01/2013 41 6 2547 1920.392757 7.560285005 21.47951667 3.067099768 1.49009619 1.816824667 76.6 10.33400632 0 33 2 1 0 0 10/01/2013 41 3 1008 760.0140948 6.633336979 9.465783333 2.247683542 1.338177849 2.088593454 75.8 9.880904226 0 33 2 2 0 0 10/01/2013 41 3 3046 2296.629893 7.739198064 22.27776667 3.103589171 1.718177835 2.257431847 75.8 9.880904226 0 16 40 1 0 0 09/11/2013 21 1 2174 1639.157383 7.401937598 19.82036667 2.986710029 1.378344315 2.077086052 85.1 9.897838684 0 16 40 2 0 0 09/11/2013 21 1 3752 2828.941353 7.94765784 25.7123 3.246969477 1.833714702 2.166615623 85.1 9.897838684 0 21 40 1 0 0 9/24/2013 34 3 1231 928.1521336 6.833195656 12.52938333 2.528076552 1.234633965 1.938257678 92.3 10.1645495 0 21 40 2 0 0 9/24/2013 34 3 2368 1785.429937 7.487414526 17.65698333 2.871131361 1.685291596 2.054447512 92.3 10.1645495 0 36 42 1 0 0 09/04/2013 14 1 1742 1313.437057 7.180402688 13.45293333 2.599197174 1.627200334 2.243994753 73.8 10.36242019 0 36 42 2 0 0 09/04/2013 14 1 2895 2182.778576 7.68835392 20.73228333 3.031692067 1.754734022 2.179139413 73.8 10.36242019 0 8 6 1 0 1 8/29/2013 8 1 1354 1020.891949 6.928431984 12.68495 2.540416251 1.341342758 1.682996064 73.3 9.322823079 0 8 6 2 0 1 8/29/2013 8 1 2809 2117.936103 7.658197357 22.97063333 3.134216589 1.536698381 1.852536209 73.3 9.322823079 0 38 14 1 0 1 8/22/2013 1 7 1360 1025.415842 6.932853509 12.02215 2.486750782 1.421564698 1.943253188 73.4 11.34998535 0 38 14 2 0 1 8/22/2013 1 7 4699 3542.962531 8.172718529 37.18993333 3.616038115 1.587778472 1.928343317 73.4 11.34998535 0 35 20 1 0 1 09/04/2013 14 3 1795 1353.398115 7.210373831 13.65646667 2.614213158 1.651718252 2.094395102 73.3 9.918126539 0 35 20 2 0 1 09/04/2013 14 3 2618 1973.925496 7.587779477 18.44033333 2.914540295 1.78406527 2.135927017 73.3 9.918126539 0 15 28 1 0 1 09/12/2013 22 3 2481 1870.62993 7.534030514 15.78778333 2.759236434 1.974765224 2.327105669 74.3 9.721541757 0 15 28 2 0 1 09/12/2013 22 3 3049 2298.89184 7.740182477 18.99143333 2.943988 2.017481426 2.312828947 74.3 9.721541757 0 11 52 1 0 1 9/26/2013 36 3 1374 1035.971593 6.943095003 12.17241667 2.499172463 1.418468797 1.682996064 81.4 9.975609032 0 11 52 2 0 1 9/26/2013 36 3 4349 3279.068748 8.095314743 34.18191667 3.531696752 1.598832106 1.861684535 81.4 9.975609032 0 24 52 1 0 1 9/27/2013 37 1 1075 810.5309046 6.697689471 10.82275 2.3816504 1.248190008 1.664419949 69.3 9.839443161 0 24 52 2 0 1 9/27/2013 37 1 3108 2343.376792 7.759348242 23.58191667 3.160480175 1.656196162 2.015995286 69.3 9.839443161 0 25 52 1 0 1 9/26/2013 36 3 1415 1066.884865 6.97249834 13.81928333 2.62606496 1.286710316 1.765766363 81.5 9.065339393 0 25 52 2 0 1 9/26/2013 36 3 2103 1585.624644 7.368733706 19.54201667 2.972566848 1.352320892 1.675516082 81.5 9.065339393 0 9 12 1 1 0 8/27/2013 6 6 1830 1379.787493 7.229684776 15.21 2.721953106 1.511930192 1.884955592 73.8 9.934694942 0 9 12 2 1 0 8/27/2013 6 6 2766 2085.514867 7.642771042 22.10636667 3.095865651 1.572333511 1.963495408 73.8 9.934694942 0 34 30 1 1 0 8/27/2013 6 7 897 676.3220665 6.516669392 7.679733333 2.038584824 1.467763782 1.733292499 77.7 10.01559094 1 34 30 2 1 0 8/27/2013 6 7 2718 2049.32372 7.625265125 19.70275 2.98075822 1.733534422 2.432200764 77.7 10.01559094 1 17 70 1 1 0 09/12/2013 22 1 2244 1691.93614 7.433628797 16.05046667 2.775737925 1.756891949 2.065704759 67.3 9.323985813 1 17 70 2 1 0 09/12/2013 22 1 3029 2283.812195 7.733601341 21.52936667 3.069417895 1.767982179 2.065704759 67.3 9.323985813 1 19 70 1 1 0 9/19/2013 29 3 1413 1065.376901 6.971083913 22.4635 3.11189177 0.790450361 1.014780938 70.7 9.148756149 1 19 70 2 1 0 9/19/2013 29 3 2989 2253.652906 7.720307692 25.06716667 3.221558889 1.498409544 2.100229072 70.7 9.148756149 1 12 72 1 1 0 09/12/2013 22 6 1584 1194.307863 7.085322103 12.5044 2.526080582 1.591850153 2.172859472 76.7 10.42838776 1 12 72 2 1 0 09/12/2013 22 6 2895 2182.778576 7.68835392 20.18821667 3.005099101 1.802023603 2.298726332 76.7 10.42838776 1 26 72 1 1 0 9/27/2013 37 3 1217 917.5963823 6.821757623 10.5901 2.359919602 1.444110352 1.953321857 65.5 9.999486702 1 26 72 2 1 0 9/27/2013 37 3 3031 2285.32016 7.734261407 23.86238333 3.1723033 1.596180432 2.010619298 65.5 9.999486702 1 37 4 1 1 1 8/28/2013 7 7 1327 1000.534428 6.908289565 10.55441667 2.356544414 1.579961672 1.968622028 71.1 10.62541928 1 37 4 2 1 1 8/28/2013 7 7 2886 2175.992736 7.68524027 19.99615 2.995539755 1.813676412 2.148097541 71.1 10.62541928 1 10 10 1 1 1 09/03/2013 13 3 1814 1367.723778 7.220903161 12.86353333 2.554396435 1.772094471 2.166615623 80.6 9.391348855 0 18 24 1 1 1 09/11/2013 21 3 873 658.2264928 6.489549086 6.270966667 1.835930516 1.749401987 2.191808828 77.7 10.67402819 1 14 68 1 1 1 9/25/2013 35 6 969 730.6087875 6.593878142 17.24455 2.847496152 0.706125305 1.094313842 96.8 10.11033148 1 14 68 2 1 1 9/25/2013 35 6 2132 1607.490129 7.382429315 20.6815 3.029239581 1.295433221 1.657103817 96.8 10.11033148 1 22 68 1 1 1 9/27/2013 37 6 964 726.8388763 6.588704825 9.321483333 2.232321772 1.299576563 1.594042784 82.4 9.807653224 1 22 68 2 1 1 9/27/2013 37 6 2940 2216.707776 7.703778391 28.48633333 3.34942444 1.296942263 1.938257678 82.4 9.807653224 1 23 68 1 1 1 9/26/2013 36 6 487 367.1893494 5.905877653 3.85105 1.348345838 1.589130884 1.948274514 85.1 8.961576769 1 27 68 1 1 1 9/27/2013 37 3 1310 987.7167303 6.895395946 8.9844 2.19548974 1.83228101 2.455968198 83.4 10.31923019 1 28 68 2 1 1 10/01/2013 41 1 2625 1979.203372 7.590449705 19.72958333 2.982119201 1.671942195 2.129893324 102.8 10.97597082 1 31 68 2 1 1 10/01/2013 41 1 1933 1457.447664 7.284442009 14.48523333 2.67312974 1.676934975 2.071379772 92.5 10.19552984 1 32 68 2 1 1 10/02/2013 42 6 2062 1554.711372 7.349045195 14.7989 2.694552854 1.750931232 1.994662002 83.5 9.107650198 1