Hi Pter, No doubt!
I have put a very short form of the data set on the email - it is basically 2 data points from each individual, which should be enough to get an idea of where I'm going wrong.....hopefully! I can send this as a .csv if you prefer? Cheers, Ross SITE_NAME SITE YEAR NAME DAY ID2 n_DAY BEH_T BEH_F DATE MO_AIR_TEMP PRECIP_MM_DAY DAY_PUPPED_EST DAY_LEAVE_EST PUP_AGE_EST NR 1 2007 A1 3 1 78 22 56 02/10/2007 12.16666667 0 -11 10 14 NR 1 2007 A2 2 2 60 10 50 01/10/2007 11.47333333 0 -10 12 12 NR 1 2007 D2 20 3 36 11 25 19/10/2007 11.40833333 0 5 25 16 NR 1 2007 D5 12 4 42 15 27 11/10/2007 11.06666667 4 5 23 8 NR 1 2007 E2 22 5 28 9 19 21/10/2007 11.56666667 0 8 24 15 NR 1 2007 F10 14 6 33 4 29 13/10/2007 12.34545455 0 -12 15 26 NR 1 2007 F4 9 7 60 4 56 08/10/2007 10.01333333 0 8 27 2 NR 1 2007 F8 9 8 60 23 37 08/10/2007 10.01333333 0 8 33 2 NR 1 2007 G3 19 9 36 3 33 18/10/2007 11.09166667 0 12 30 8 NR 1 2007 G4 12 10 42 5 37 11/10/2007 11.06666667 4 10 26 3 NR 1 2007 G5 9 11 12 3 9 08/10/2007 10.01333333 0 9 26 1 NR 1 2007 H1 19 12 35 9 26 18/10/2007 11.09166667 0 10 30 10 NR 1 2007 I1 29 13 36 9 27 28/10/2007 9.347222222 8 12 31 18 NR 1 2007 I4 17 14 36 5 31 16/10/2007 9.619444444 9.5 12 29 6 NR 1 2007 J1 30 15 36 14 22 29/10/2007 6.538888889 8 14 34 17 NR 1 2007 J2 24 16 12 0 12 23/10/2007 11.81666667 2 13 34 12 NR 1 2007 K1 29 17 36 10 26 28/10/2007 9.347222222 8 16 32 14 NR 1 2007 K4 27 18 12 2 10 26/10/2007 10.525 13 16 34 12 NR 1 2007 L1 18 19 36 13 23 17/10/2007 7.811111111 8 16 34 3 NR 1 2007 L2 24 20 12 0 12 23/10/2007 11.81666667 2 16 33 9 NR 1 2007 M2 18 21 36 7 29 17/10/2007 7.811111111 8 17 35 2 NR 1 2007 M3 23 22 33 4 29 22/10/2007 11.65555556 14 17 35 7 NR 1 2007 M4 18 23 25 5 20 17/10/2007 7.811111111 8 17 35 2 NR 1 2007 N1 19 24 36 4 32 18/10/2007 11.09166667 0 18 36 2 NR 1 2007 N4 29 25 36 4 32 28/10/2007 9.347222222 8 18 30 12 NR 1 2007 P1 20 26 18 7 11 19/10/2007 11.40833333 0 20 38 1 NR 1 2007 R1 32 27 36 3 33 31/10/2007 12.01111111 18 23 41 10 NR 1 2007 R4 31 28 36 11 25 30/10/2007 8.877777778 4.5 27 45 5 NR 1 2007 S1 27 29 24 4 20 26/10/2007 10.525 13 24 42 4 NR 1 2007 S4 27 30 24 5 19 26/10/2007 10.525 13 25 43 3 NR 1 2008 A1 16 31 112 35 77 15/10/2008 9.05 2.7 1 19 16 NR 1 2008 A2 3 32 114 34 80 02/10/2008 8.1 5.5 -15 4 18 NR 1 2008 A3 3 33 73 6 67 02/10/2008 8.1 5.5 3 21 1 NR 1 2008 A4 9 34 107 15 92 08/10/2008 10.8 0 -6 12 15 NR 1 2008 A5 5 35 16 8 8 04/10/2008 5.490909091 14.5 2 19 4 NR 1 2008 B1 7 36 50 4 46 06/10/2008 10.52 0 4 25 4 NR 1 2008 C1 13 37 62 18 44 12/10/2008 10.97272727 11.7 4 24 10 NR 1 2008 C3 18 38 111 18 93 17/10/2008 10.15 6.2 4 25 15 NR 1 2008 D1 21 39 115 29 86 20/10/2008 8.509090909 2.1 5 28 17 NR 1 2008 F1 12 40 122 16 106 11/10/2008 11.01818182 5.5 8 31 5 NR 1 2008 G1 17 41 39 11 28 16/10/2008 8.692307692 0.7 9 29 9 NR 1 2008 G2 16 42 115 29 86 15/10/2008 9.05 2.7 9 27 8 NR 1 2008 H1 23 43 35 7 28 22/10/2008 9.733333333 6.2 10 27 14 NR 1 2008 H2 14 44 115 24 91 13/10/2008 10.33870968 0.7 10 27 5 NR 1 2008 I1 16 45 115 20 95 15/10/2008 9.05 2.7 11 29 6 NR 1 2008 I2 27 46 25 1 24 26/10/2008 6.055555556 0 11 30 17 NR 1 2008 I3 21 47 114 33 81 20/10/2008 8.509090909 2.1 10 30 12 NR 1 2008 I4 15 48 30 4 26 14/10/2008 10.2 0 11 33 5 NR 1 2008 J1 17 49 33 2 31 16/10/2008 8.692307692 0.7 12 27 6 NR 1 2008 J3 19 50 73 13 60 18/10/2008 8.272727273 2.1 12 31 8 NR 1 2008 J4 13 51 67 14 53 12/10/2008 10.97272727 11.7 12 30 2 NR 1 2008 J6 19 52 112 19 93 18/10/2008 8.272727273 2.1 12 28 8 NR 1 2008 K1 21 53 115 15 100 20/10/2008 8.509090909 2.1 14 27 8 NR 1 2008 K2 27 54 25 5 20 26/10/2008 6.055555556 0 14 31 14 NR 1 2008 K3 18 55 27 7 20 17/10/2008 10.15 6.2 14 33 5 NR 1 2008 L2 15 56 48 9 39 14/10/2008 10.2 0 15 33 1 NR 1 2008 L4 28 57 85 35 50 27/10/2008 4.825 0 15 30 14 NR 1 2008 L5 28 58 85 24 61 27/10/2008 4.825 0 15 33 14 NR 1 2008 N1 25 59 91 21 70 24/10/2008 7.657142857 11.7 17 33 9 NR 1 2008 N3 25 60 91 15 76 24/10/2008 7.657142857 11.7 17 35 9 NR 1 2008 NNB 23 61 35 7 28 22/10/2008 9.733333333 6.2 18 36 6 NR 1 2008 O1 23 62 8 4 4 22/10/2008 9.733333333 6.2 18 36 6 FA 0 2008 A10 5 63 92 30 62 23/11/2008 4.272727273 0 -8 8 13 FA 0 2008 A11 5 64 13 11 2 23/11/2008 4.272727273 0 -9 9 14 FA 0 2008 A12 9 65 97 30 67 27/11/2008 7.832835821 0 -4 14 13 FA 0 2008 A13 1 66 68 11 57 19/11/2008 12.28674699 0 -6 12 7 FA 0 2008 A14 2 67 88 35 53 20/11/2008 9.609090909 0 -14 5 16 FA 0 2008 A15 7 68 97 37 60 25/11/2008 5.081818182 4.2 -3 15 10 FA 0 2008 A16 3 69 97 12 85 21/11/2008 2.890909091 2.8 -14 4 17 FA 0 2008 A2 7 70 97 40 57 25/11/2008 5.081818182 4.2 -11 8 18 FA 0 2008 A3 7 71 97 16 81 25/11/2008 5.081818182 4.2 -7 11 14 FA 0 2008 A4 4 72 97 46 51 22/11/2008 2.009090909 2 -10 9 14 FA 0 2008 A5 2 73 88 23 65 20/11/2008 9.609090909 0 -12 7 14 FA 0 2008 A6 9 74 97 27 70 27/11/2008 7.832835821 0 -4 14 13 FA 0 2008 A7 10 75 51 18 33 28/11/2008 3.109090909 0.2 -2 17 12 FA 0 2008 A8 3 76 97 45 52 21/11/2008 2.890909091 2.8 -10 9 13 FA 0 2008 A9 9 77 5 4 1 27/11/2008 7.832835821 0 -6 12 15 FA 0 2008 B1 2 78 88 11 77 20/11/2008 9.609090909 0 2 10 1 FA 0 2008 B2 6 79 97 25 72 24/11/2008 6.066917293 7.8 2 10 5 FA 0 2008 C1 5 80 90 20 70 23/11/2008 4.272727273 0 4 12 2 FA 0 2008 C2 6 81 3 2 1 24/11/2008 6.066917293 7.8 4 12 3 FA 0 2008 D1 9 82 97 34 63 27/11/2008 7.832835821 0 5 13 5 FA 0 2008 D2 10 83 48 20 28 28/11/2008 3.109090909 0.2 5 13 6 FA 0 2008 E1 9 84 97 26 71 27/11/2008 7.832835821 0 6 14 4 FA 0 2008 E2 7 85 97 32 65 25/11/2008 5.081818182 4.2 6 14 2 FA 0 2008 F1 8 86 95 39 56 26/11/2008 10.37938931 0.2 7 15 2 FA 0 2007 A1 5 87 36 19 17 23/11/2007 3.236363636 5.8 -6 12 11 FA 0 2007 B1 2 88 33 10 23 20/11/2007 8.981818182 2.4 -1 17 3 FA 0 2007 B13 6 89 48 19 29 24/11/2007 7.890909091 0 -11 8 17 FA 0 2007 B2 10 90 18 6 12 28/11/2007 10.13636364 0.6 -1 17 11 FA 0 2007 B3 8 91 36 8 28 26/11/2007 4.872727273 0 -5 13 13 FA 0 2007 B4 1 92 30 3 27 19/11/2007 8.45 3.8 -11 8 12 FA 0 2007 B6 5 93 36 9 27 23/11/2007 3.236363636 5.8 -2 16 7 FA 0 2007 B7 1 94 30 9 21 19/11/2007 8.45 3.8 -5 13 6 FA 0 2007 B8 1 95 30 3 27 19/11/2007 8.45 3.8 -4 14 5 FA 0 2007 B9 1 96 30 5 25 19/11/2007 8.45 3.8 -6 12 7 FA 0 2007 C1 4 97 36 10 26 22/11/2007 6.436363636 0.2 3 21 2 FA 0 2007 G1 10 98 9 1 8 28/11/2007 10.13636364 0.6 5 23 6 NR 1 2007 A1 5 1 66 23 43 04/10/2007 10.91515152 0 -11 10 16 NR 1 2007 A2 9 2 56 8 48 08/10/2007 10.01333333 0 -10 12 19 NR 1 2007 D2 25 3 2 1 1 24/10/2007 11.16333333 0 5 25 21 NR 1 2007 D5 13 4 48 10 38 12/10/2007 12.22916667 4.5 5 23 9 NR 1 2007 E2 23 5 36 11 25 22/10/2007 11.65555556 14 8 24 16 NR 1 2007 F10 10 6 48 8 40 09/10/2007 10.98148148 0 -12 15 22 NR 1 2007 F4 13 7 48 9 39 12/10/2007 12.22916667 4.5 8 27 6 NR 1 2007 F8 25 8 30 3 27 24/10/2007 11.16333333 0 8 33 18 NR 1 2007 G3 25 9 30 9 21 24/10/2007 11.16333333 0 12 30 14 NR 1 2007 G4 25 10 30 8 22 24/10/2007 11.16333333 0 10 26 16 NR 1 2007 G5 16 11 34 2 32 15/10/2007 11.50833333 3.5 9 26 8 NR 1 2007 H1 16 12 36 8 28 15/10/2007 11.50833333 3.5 10 30 7 NR 1 2007 I1 15 13 48 7 41 14/10/2007 12.05416667 17 12 31 4 NR 1 2007 I4 13 14 48 3 45 12/10/2007 12.22916667 4.5 12 29 2 NR 1 2007 J1 14 15 33 8 25 13/10/2007 12.34545455 0 14 34 1 NR 1 2007 J2 19 16 36 6 30 18/10/2007 11.09166667 0 13 34 7 NR 1 2007 K1 27 17 24 7 17 26/10/2007 10.525 13 16 32 12 NR 1 2007 K4 28 18 35 3 32 27/10/2007 9.505555556 29 16 34 13 NR 1 2007 L1 25 19 30 11 19 24/10/2007 11.16333333 0 16 34 10 NR 1 2007 L2 32 20 36 4 32 31/10/2007 12.01111111 18 16 33 17 NR 1 2007 M2 18 21 36 7 29 17/10/2007 7.811111111 8 17 35 2 NR 1 2007 M3 18 22 36 11 25 17/10/2007 7.811111111 8 17 35 2 NR 1 2007 M4 32 23 36 8 28 31/10/2007 12.01111111 18 17 35 16 NR 1 2007 N1 19 24 36 4 32 18/10/2007 11.09166667 0 18 36 2 NR 1 2007 N4 18 25 24 2 22 17/10/2007 7.811111111 8 18 30 1 NR 1 2007 P1 30 26 36 9 27 29/10/2007 6.538888889 8 20 38 11 NR 1 2007 R1 30 27 36 5 31 29/10/2007 6.538888889 8 23 41 8 NR 1 2007 R4 31 28 36 11 25 30/10/2007 8.877777778 4.5 27 45 5 NR 1 2007 S1 27 29 24 4 20 26/10/2007 10.525 13 24 42 4 NR 1 2007 S4 28 30 36 8 28 27/10/2007 9.505555556 29 25 43 4 NR 1 2008 A1 5 31 61 12 49 04/10/2008 5.490909091 14.5 1 19 5 NR 1 2008 A2 3 32 114 34 80 02/10/2008 8.1 5.5 -15 4 18 NR 1 2008 A3 4 33 26 2 24 03/10/2008 7 0 3 21 2 NR 1 2008 A4 3 34 112 18 94 02/10/2008 8.1 5.5 -6 12 9 NR 1 2008 A5 18 35 103 36 67 17/10/2008 10.15 6.2 2 19 17 NR 1 2008 B1 13 36 121 28 93 12/10/2008 10.97272727 11.7 4 25 10 NR 1 2008 C1 5 37 80 17 63 04/10/2008 5.490909091 14.5 4 24 2 NR 1 2008 C3 8 38 118 23 95 07/10/2008 11.68181818 6.1 4 25 5 NR 1 2008 D1 14 39 115 14 101 13/10/2008 10.33870968 0.7 5 28 10 NR 1 2008 F1 24 40 91 21 70 23/10/2008 11.9 19.9 8 31 17 NR 1 2008 G1 18 41 111 20 91 17/10/2008 10.15 6.2 9 29 10 NR 1 2008 G2 9 42 122 28 94 08/10/2008 10.8 0 9 27 1 NR 1 2008 H1 15 43 50 9 41 14/10/2008 10.2 0 10 27 6 NR 1 2008 H2 25 44 91 18 73 24/10/2008 7.657142857 11.7 10 27 16 NR 1 2008 I1 15 45 50 15 35 14/10/2008 10.2 0 11 29 5 NR 1 2008 I2 20 46 2 1 1 19/10/2008 11.85 9.6 11 30 10 NR 1 2008 I3 11 47 121 18 103 10/10/2008 11.82307692 2.1 10 30 2 NR 1 2008 I4 17 48 34 9 25 16/10/2008 8.692307692 0.7 11 33 7 NR 1 2008 J1 20 49 44 2 42 19/10/2008 11.85 9.6 12 27 9 NR 1 2008 J3 21 50 108 15 93 20/10/2008 8.509090909 2.1 12 31 10 NR 1 2008 J4 14 51 44 2 42 13/10/2008 10.33870968 0.7 12 30 3 NR 1 2008 J6 27 52 25 13 12 26/10/2008 6.055555556 0 12 28 16 NR 1 2008 K1 23 53 35 1 34 22/10/2008 9.733333333 6.2 14 27 10 NR 1 2008 K2 20 54 41 12 29 19/10/2008 11.85 9.6 14 31 7 NR 1 2008 K3 25 55 91 11 80 24/10/2008 7.657142857 11.7 14 33 12 NR 1 2008 L2 20 56 44 5 39 19/10/2008 11.85 9.6 15 33 6 NR 1 2008 L4 19 57 112 23 89 18/10/2008 8.272727273 2.1 15 30 5 NR 1 2008 L5 25 58 90 17 73 24/10/2008 7.657142857 11.7 15 33 11 NR 1 2008 N1 21 59 115 19 96 20/10/2008 8.509090909 2.1 17 33 5 NR 1 2008 N3 17 60 39 8 31 16/10/2008 8.692307692 0.7 17 35 1 NR 1 2008 NNB 22 61 86 20 66 21/10/2008 5.41 3.4 18 36 5 NR 1 2008 O1 23 62 8 4 4 22/10/2008 9.733333333 6.2 18 36 6 FA 0 2008 A10 2 63 88 26 62 20/11/2008 9.609090909 0 -8 8 10 FA 0 2008 A11 4 64 89 43 46 22/11/2008 2.009090909 2 -9 9 13 FA 0 2008 A12 9 65 97 30 67 27/11/2008 7.832835821 0 -4 14 13 FA 0 2008 A13 1 66 68 11 57 19/11/2008 12.28674699 0 -6 12 7 FA 0 2008 A14 3 67 97 40 57 21/11/2008 2.890909091 2.8 -14 5 17 FA 0 2008 A15 2 68 88 27 61 20/11/2008 9.609090909 0 -3 15 5 FA 0 2008 A16 2 69 78 16 62 20/11/2008 9.609090909 0 -14 4 16 FA 0 2008 A2 3 70 97 47 50 21/11/2008 2.890909091 2.8 -11 8 14 FA 0 2008 A3 6 71 97 24 73 24/11/2008 6.066917293 7.8 -7 11 13 FA 0 2008 A4 6 72 97 30 67 24/11/2008 6.066917293 7.8 -10 9 16 FA 0 2008 A5 5 73 92 21 71 23/11/2008 4.272727273 0 -12 7 17 FA 0 2008 A6 1 74 87 9 78 19/11/2008 12.28674699 0 -4 14 5 FA 0 2008 A7 7 75 94 14 80 25/11/2008 5.081818182 4.2 -2 17 9 FA 0 2008 A8 4 76 97 22 75 22/11/2008 2.009090909 2 -10 9 14 FA 0 2008 A9 4 77 97 29 68 22/11/2008 2.009090909 2 -6 12 10 FA 0 2008 B1 10 78 89 24 65 28/11/2008 3.109090909 0.2 2 10 9 FA 0 2008 B2 5 79 92 16 76 23/11/2008 4.272727273 0 2 10 4 FA 0 2008 C1 7 80 90 23 67 25/11/2008 5.081818182 4.2 4 12 4 FA 0 2008 C2 9 81 95 17 78 27/11/2008 7.832835821 0 4 12 6 FA 0 2008 D1 7 82 95 22 73 25/11/2008 5.081818182 4.2 5 13 3 FA 0 2008 D2 9 83 66 26 40 27/11/2008 7.832835821 0 5 13 5 FA 0 2008 E1 9 84 97 26 71 27/11/2008 7.832835821 0 6 14 4 FA 0 2008 E2 8 85 95 17 78 26/11/2008 10.37938931 0.2 6 14 3 FA 0 2008 F1 8 86 95 39 56 26/11/2008 10.37938931 0.2 7 15 2 FA 0 2007 A1 7 87 36 17 19 25/11/2007 5.718181818 0.2 -6 12 13 FA 0 2007 B1 8 88 36 15 21 26/11/2007 4.872727273 0 -1 17 9 FA 0 2007 B13 6 89 48 19 29 24/11/2007 7.890909091 0 -11 8 17 FA 0 2007 B2 2 90 36 11 25 20/11/2007 8.981818182 2.4 -1 17 3 FA 0 2007 B3 5 91 36 7 29 23/11/2007 3.236363636 5.8 -5 13 10 FA 0 2007 B4 7 92 35 11 24 25/11/2007 5.718181818 0.2 -11 8 18 FA 0 2007 B6 2 93 36 10 26 20/11/2007 8.981818182 2.4 -2 16 4 FA 0 2007 B7 1 94 30 9 21 19/11/2007 8.45 3.8 -5 13 6 FA 0 2007 B8 3 95 30 10 20 21/11/2007 8.927272727 11.8 -4 14 7 FA 0 2007 B9 8 96 36 4 32 26/11/2007 4.872727273 0 -6 12 14 FA 0 2007 C1 9 97 36 5 31 27/11/2007 7.945454545 0 3 21 7 FA 0 2007 G1 7 98 36 6 30 25/11/2007 5.718181818 0.2 5 23 3 -- View this message in 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