Я пытаюсь организовать компиляцию графиков (x = Datetime, y = расстояние от тега) для каждого передатчика и группировать по горизонтали по размеру. Часть данных ниже:
Transmitter Datetime_AST Distance.from.tag Size.Cat Total.length
1 A69-1601-45273 2018-03-21 12:10:01 137.53248 20 - 25 cm 20.5
2 A69-1601-45274 2018-03-21 12:30:08 43.19018 20 - 25 cm 21.2
3 A69-1601-45273 2018-03-21 12:40:01 131.27861 20 - 25 cm 20.5
4 A69-1601-45274 2018-03-21 13:00:08 43.19018 20 - 25 cm 21.2
5 A69-1601-45273 2018-03-21 13:10:01 125.75597 20 - 25 cm 20.5
6 A69-1601-45274 2018-03-21 13:30:08 43.19018 20 - 25 cm 21.2
7 A69-1601-45273 2018-03-21 13:40:01 99.62169 20 - 25 cm 20.5
8 A69-1601-45274 2018-03-21 14:00:08 43.19018 20 - 25 cm 21.2
9 A69-1601-45273 2018-03-21 14:10:01 117.77000 20 - 25 cm 20.5
10 A69-1601-45274 2018-03-21 14:30:08 43.19018 20 - 25 cm 21.2
11 A69-1601-45273 2018-03-21 14:40:01 195.07842 20 - 25 cm 20.5
12 A69-1601-45274 2018-03-21 15:00:08 43.19018 20 - 25 cm 21.2
13 A69-1601-45273 2018-03-21 15:10:01 147.18855 20 - 25 cm 20.5
14 A69-1601-45274 2018-03-21 15:30:08 43.19018 20 - 25 cm 21.2
15 A69-1601-45273 2018-03-21 15:40:01 124.95396 20 - 25 cm 20.5
16 A69-1601-45274 2018-03-21 16:00:08 64.58947 20 - 25 cm 21.2
17 A69-1601-45273 2018-03-21 16:10:01 115.42036 20 - 25 cm 20.5
18 A69-1601-45274 2018-03-21 16:30:08 78.88777 20 - 25 cm 21.2
19 A69-1601-45273 2018-03-21 16:40:01 112.87597 20 - 25 cm 20.5
20 A69-1601-45274 2018-03-21 17:00:08 84.00708 20 - 25 cm 21.2
21 A69-1601-45273 2018-03-21 17:10:01 122.33559 20 - 25 cm 20.5
22 A69-1601-45274 2018-03-21 17:30:08 88.59960 20 - 25 cm 21.2
23 A69-1601-45273 2018-03-21 17:40:01 111.38173 20 - 25 cm 20.5
24 A69-1601-45274 2018-03-21 18:00:08 40.53022 20 - 25 cm 21.2
25 A69-1601-45273 2018-03-21 18:10:01 118.84145 20 - 25 cm 20.5
26 A69-1601-45274 2018-03-21 18:30:08 33.75569 20 - 25 cm 21.2
27 A69-1601-45273 2018-03-21 18:40:01 80.73597 20 - 25 cm 20.5
28 A69-1601-45274 2018-03-21 19:00:08 107.97833 20 - 25 cm 21.2
29 A69-1601-45273 2018-03-21 19:10:01 77.99570 20 - 25 cm 20.5
30 A69-1601-45274 2018-03-21 19:30:08 134.53404 20 - 25 cm 21.2
31 A69-1601-45273 2018-03-21 19:40:01 90.75000 20 - 25 cm 20.5
32 A69-1601-45274 2018-03-21 20:00:08 118.97085 20 - 25 cm 21.2
33 A69-1601-45273 2018-03-21 20:10:01 81.64339 20 - 25 cm 20.5
34 A69-1601-45274 2018-03-21 20:30:08 146.17821 20 - 25 cm 21.2
35 A69-1601-45273 2018-03-21 20:40:01 61.01586 20 - 25 cm 20.5
36 A69-1601-45274 2018-03-21 21:00:08 110.23004 20 - 25 cm 21.2
37 A69-1601-45273 2018-03-21 21:10:01 82.08104 20 - 25 cm 20.5
38 A69-1601-45274 2018-03-21 21:30:08 92.04351 20 - 25 cm 21.2
39 A69-1601-45273 2018-03-21 21:40:01 51.83826 20 - 25 cm 20.5
40 A69-1601-45274 2018-03-21 22:00:08 124.73259 20 - 25 cm 21.2
41 A69-1601-45273 2018-03-21 22:10:01 100.23964 20 - 25 cm 20.5
42 A69-1601-45274 2018-03-21 22:30:08 119.82413 20 - 25 cm 21.2
43 A69-1601-45273 2018-03-21 22:40:01 45.46907 20 - 25 cm 20.5
44 A69-1601-45274 2018-03-21 23:00:08 145.42320 20 - 25 cm 21.2
45 A69-1601-45273 2018-03-21 23:10:01 69.84188 20 - 25 cm 20.5
46 A69-1601-45274 2018-03-21 23:30:08 107.69306 20 - 25 cm 21.2
47 A69-1601-45273 2018-03-21 23:40:01 111.75592 20 - 25 cm 20.5
48 A69-1601-45274 2018-03-22 00:00:08 88.26823 20 - 25 cm 21.2
49 A69-1601-45273 2018-03-22 00:10:01 82.12265 20 - 25 cm 20.5
50 A69-1601-45274 2018-03-22 00:30:08 142.47902 20 - 25 cm 21.2
51 A69-1601-45275 2018-03-22 00:31:18 1224.11120 20 - 25 cm 21.5
52 A69-1601-45273 2018-03-22 00:40:01 125.33831 20 - 25 cm 20.5
53 A69-1601-45274 2018-03-22 01:00:08 86.89440 20 - 25 cm 21.2
54 A69-1601-45273 2018-03-22 01:10:01 105.44222 20 - 25 cm 20.5
55 A69-1601-45274 2018-03-22 01:30:08 126.19708 20 - 25 cm 21.2
56 A69-1601-45275 2018-03-22 01:31:18 1539.15314 20 - 25 cm 21.5
57 A69-1601-45273 2018-03-22 01:40:01 74.85640 20 - 25 cm 20.5
58 A69-1601-45274 2018-03-22 02:00:08 79.53466 20 - 25 cm 21.2
59 A69-1601-45275 2018-03-22 02:01:18 1539.15314 20 - 25 cm 21.5
60 A69-1601-45273 2018-03-22 02:10:01 112.84113 20 - 25 cm 20.5
61 A69-1601-45274 2018-03-22 02:30:08 104.63081 20 - 25 cm 21.2
62 A69-1601-45273 2018-03-22 02:40:01 86.24277 20 - 25 cm 20.5
63 A69-1601-45274 2018-03-22 03:00:08 124.95279 20 - 25 cm 21.2
64 A69-1601-45275 2018-03-22 03:01:18 1539.15314 20 - 25 cm 21.5
65 A69-1601-45273 2018-03-22 03:10:01 87.59457 20 - 25 cm 20.5
66 A69-1601-45274 2018-03-22 03:30:08 148.72421 20 - 25 cm 21.2
67 A69-1601-45275 2018-03-22 03:31:18 1539.15314 20 - 25 cm 21.5
68 A69-1601-45273 2018-03-22 03:40:01 92.53810 20 - 25 cm 20.5
69 A69-1601-45274 2018-03-22 04:00:08 119.83980 20 - 25 cm 21.2
70 A69-1601-45273 2018-03-22 04:10:01 91.76488 20 - 25 cm 20.5
71 A69-1601-45274 2018-03-22 04:30:08 117.39011 20 - 25 cm 21.2
72 A69-1601-45273 2018-03-22 04:40:01 63.50230 20 - 25 cm 20.5
73 A69-1601-45274 2018-03-22 05:00:08 151.94872 20 - 25 cm 21.2
74 A69-1601-45273 2018-03-22 05:10:01 96.95526 20 - 25 cm 20.5
75 A69-1601-45274 2018-03-22 05:30:08 154.13552 20 - 25 cm 21.2
76 A69-1601-45273 2018-03-22 05:40:01 88.35907 20 - 25 cm 20.5
77 A69-1601-45274 2018-03-22 06:00:08 44.11678 20 - 25 cm 21.2
78 A69-1601-45273 2018-03-22 06:10:01 38.02539 20 - 25 cm 20.5
79 A69-1601-45274 2018-03-22 06:30:08 33.29203 20 - 25 cm 21.2
80 A69-1601-45273 2018-03-22 06:40:01 109.12778 20 - 25 cm 20.5
81 A69-1601-45274 2018-03-22 07:00:08 61.88420 20 - 25 cm 21.2
82 A69-1601-45273 2018-03-22 07:10:01 88.32860 20 - 25 cm 20.5
83 A69-1601-45274 2018-03-22 07:30:08 43.19018 20 - 25 cm 21.2
84 A69-1601-45273 2018-03-22 07:40:01 104.88306 20 - 25 cm 20.5
85 A69-1601-45274 2018-03-22 08:00:08 43.19018 20 - 25 cm 21.2
86 A69-1601-45273 2018-03-22 08:10:01 98.74104 20 - 25 cm 20.5
87 A69-1601-45274 2018-03-22 08:30:08 43.19018 20 - 25 cm 21.2
88 A69-1601-45273 2018-03-22 08:40:01 103.44607 20 - 25 cm 20.5
89 A69-1601-45274 2018-03-22 09:00:08 43.19018 20 - 25 cm 21.2
90 A69-1601-45273 2018-03-22 09:10:01 104.76105 20 - 25 cm 20.5
91 A69-1601-45274 2018-03-22 09:30:08 43.19018 20 - 25 cm 21.2
92 A69-1601-45273 2018-03-22 09:40:01 105.68749 20 - 25 cm 20.5
93 A69-1601-45274 2018-03-22 10:00:08 43.19018 20 - 25 cm 21.2
94 A69-1601-45273 2018-03-22 10:10:01 141.33367 20 - 25 cm 20.5
95 A69-1601-45273 2018-03-22 10:40:01 116.56027 20 - 25 cm 20.5
96 A69-9006-1688 2018-03-22 10:41:33 112.27865 20 - 25 cm 24.0
97 A69-1601-45274 2018-03-22 11:00:08 34.19831 20 - 25 cm 21.2
98 A69-1601-45273 2018-03-22 11:10:01 135.50493 20 - 25 cm 20.5
99 A69-1601-45274 2018-03-22 11:30:08 75.78882 20 - 25 cm 21.2
100 A69-1601-45273 2018-03-22 11:40:01 136.82268 20 - 25 cm 20.5
101 A69-1601-45277 2018-03-22 11:49:01 114.89547 20 - 25 cm 23.6
102 A69-1601-45274 2018-03-22 12:00:08 69.15678 20 - 25 cm 21.2
103 A69-1601-45273 2018-03-22 12:10:01 156.34284 20 - 25 cm 20.5
104 A69-1601-45277 2018-03-22 12:19:01 143.14798 20 - 25 cm 23.6
105 A69-1601-45274 2018-03-22 12:30:08 58.48053 20 - 25 cm 21.2
106 A69-1601-45273 2018-03-22 12:40:01 112.42141 20 - 25 cm 20.5
107 A69-1601-45277 2018-03-22 12:49:01 123.17009 20 - 25 cm 23.6
108 A69-1601-45274 2018-03-22 13:00:08 85.16533 20 - 25 cm 21.2
109 A69-1601-45276 2018-03-22 13:02:24 42.25245 20 - 25 cm 20.5
110 A69-1601-45273 2018-03-22 13:10:01 135.82761 20 - 25 cm 20.5
111 A69-1601-45279 2018-03-22 13:11:43 63.40576 > 30 cm 30.3
112 A69-1601-45277 2018-03-22 13:19:01 157.26715 20 - 25 cm 23.6
113 A69-1601-45274 2018-03-22 13:30:08 71.46676 20 - 25 cm 21.2
114 A69-1601-45273 2018-03-22 13:40:01 152.83832 20 - 25 cm 20.5
115 A69-1601-45279 2018-03-22 13:41:43 39.27934 > 30 cm 30.3
116 A69-1601-45277 2018-03-22 13:49:01 155.72721 20 - 25 cm 23.6
117 A69-1601-45274 2018-03-22 14:00:08 93.47381 20 - 25 cm 21.2
118 A69-1601-45273 2018-03-22 14:10:01 126.37827 20 - 25 cm 20.5
119 A69-1601-45279 2018-03-22 14:11:43 42.90832 > 30 cm 30.3
120 A69-1601-45277 2018-03-22 14:19:01 91.97291 20 - 25 cm 23.6
121 A69-1601-45274 2018-03-22 14:30:08 73.94558 20 - 25 cm 21.2
122 A69-1601-45273 2018-03-22 14:40:01 146.18013 20 - 25 cm 20.5
123 A69-1601-45279 2018-03-22 14:41:43 60.00172 > 30 cm 30.3
124 A69-1601-45277 2018-03-22 14:49:01 136.12671 20 - 25 cm 23.6
125 A69-1601-45274 2018-03-22 15:00:08 101.08575 20 - 25 cm 21.2
126 A69-1601-45273 2018-03-22 15:10:01 105.75043 20 - 25 cm 20.5
127 A69-1601-45279 2018-03-22 15:11:43 55.04505 > 30 cm 30.3
128 A69-1601-45277 2018-03-22 15:19:01 181.52743 20 - 25 cm 23.6
129 A69-1601-45274 2018-03-22 15:30:08 87.63934 20 - 25 cm 21.2
130 A69-1601-45273 2018-03-22 15:40:01 133.46551 20 - 25 cm 20.5
131 A69-1601-45279 2018-03-22 15:41:43 61.41266 > 30 cm 30.3
132 A69-1601-45277 2018-03-22 15:49:01 158.62396 20 - 25 cm 23.6
133 A69-1601-45282 2018-03-22 15:55:18 32.86016 25 - 30 cm 25.0
134 A69-1601-45274 2018-03-22 16:00:08 76.66617 20 - 25 cm 21.2
135 A69-1601-45294 2018-03-22 16:01:27 79.92352 25 - 30 cm 25.5
136 A69-1601-45273 2018-03-22 16:10:01 117.85346 20 - 25 cm 20.5
137 A69-1601-45279 2018-03-22 16:11:43 55.88196 > 30 cm 30.3
138 A69-1601-45277 2018-03-22 16:19:01 146.70454 20 - 25 cm 23.6
139 A69-1601-45282 2018-03-22 16:25:18 32.86016 25 - 30 cm 25.0
140 A69-1601-45281 2018-03-22 16:29:35 32.86016 20 - 25 cm 23.0
141 A69-1601-45274 2018-03-22 16:30:08 56.35318 20 - 25 cm 21.2
142 A69-1601-45294 2018-03-22 16:31:27 115.63941 25 - 30 cm 25.5
143 A69-1601-45273 2018-03-22 16:40:01 136.59357 20 - 25 cm 20.5
144 A69-1601-45279 2018-03-22 16:41:43 73.91589 > 30 cm 30.3
145 A69-1601-45277 2018-03-22 16:49:01 131.77463 20 - 25 cm 23.6
146 A69-1601-45282 2018-03-22 16:55:18 32.86016 25 - 30 cm 25.0
147 A69-1601-45281 2018-03-22 16:59:35 46.71582 20 - 25 cm 23.0
148 A69-1601-45274 2018-03-22 17:00:08 71.54949 20 - 25 cm 21.2
149 A69-1601-45294 2018-03-22 17:01:27 134.42286 25 - 30 cm 25.5
150 A69-1601-45276 2018-03-22 17:02:24 42.25245 20 - 25 cm 20.5
151 A69-1601-45273 2018-03-22 17:10:01 107.57736 20 - 25 cm 20.5
152 A69-1601-45279 2018-03-22 17:11:43 51.28178 > 30 cm 30.3
153 A69-1601-45277 2018-03-22 17:19:01 138.20854 20 - 25 cm 23.6
154 A69-1601-45282 2018-03-22 17:25:18 32.86016 25 - 30 cm 25.0
155 A69-1601-45281 2018-03-22 17:29:35 40.58664 20 - 25 cm 23.0
156 A69-1601-45274 2018-03-22 17:30:08 54.64619 20 - 25 cm 21.2
157 A69-1601-45294 2018-03-22 17:31:27 113.64761 25 - 30 cm 25.5
158 A69-1601-45273 2018-03-22 17:40:01 100.17549 20 - 25 cm 20.5
159 A69-1601-45279 2018-03-22 17:41:43 67.54748 > 30 cm 30.3
160 A69-1601-45277 2018-03-22 17:49:01 139.07866 20 - 25 cm 23.6
161 A69-1601-45282 2018-03-22 17:55:18 32.86016 25 - 30 cm 25.0
162 A69-1601-45281 2018-03-22 17:59:35 61.78476 20 - 25 cm 23.0
163 A69-1601-45274 2018-03-22 18:00:08 76.66617 20 - 25 cm 21.2
164 A69-1601-45294 2018-03-22 18:01:27 108.50025 25 - 30 cm 25.5
165 A69-1601-45273 2018-03-22 18:10:01 104.71007 20 - 25 cm 20.5
166 A69-1601-45279 2018-03-22 18:11:43 61.14790 > 30 cm 30.3
167 A69-1601-45277 2018-03-22 18:19:01 141.97186 20 - 25 cm 23.6
168 A69-1601-45281 2018-03-22 18:29:35 57.54047 20 - 25 cm 23.0
169 A69-1601-45274 2018-03-22 18:30:08 76.66617 20 - 25 cm 21.2
170 A69-1601-45294 2018-03-22 18:31:27 124.04106 25 - 30 cm 25.5
171 A69-1601-45276 2018-03-22 18:32:24 43.15792 20 - 25 cm 20.5
172 A69-1601-45273 2018-03-22 18:40:01 100.68240 20 - 25 cm 20.5
173 A69-1601-45279 2018-03-22 18:41:43 77.22818 > 30 cm 30.3
174 A69-1601-45277 2018-03-22 18:49:01 115.11360 20 - 25 cm 23.6
175 A69-1601-45282 2018-03-22 18:55:18 32.86016 25 - 30 cm 25.0
176 A69-1601-45281 2018-03-22 18:59:35 35.44270 20 - 25 cm 23.0
177 A69-1601-45274 2018-03-22 19:00:08 82.05851 20 - 25 cm 21.2
178 A69-1601-45294 2018-03-22 19:01:27 113.28534 25 - 30 cm 25.5
179 A69-1601-45276 2018-03-22 19:02:24 53.09827 20 - 25 cm 20.5
180 A69-1601-45273 2018-03-22 19:10:01 92.53810 20 - 25 cm 20.5
181 A69-1601-45279 2018-03-22 19:11:43 83.79778 > 30 cm 30.3
182 A69-1601-45277 2018-03-22 19:19:01 123.80422 20 - 25 cm 23.6
183 A69-1601-45282 2018-03-22 19:25:18 40.58664 25 - 30 cm 25.0
184 A69-1601-45281 2018-03-22 19:29:35 36.60136 20 - 25 cm 23.0
185 A69-1601-45274 2018-03-22 19:30:08 45.83982 20 - 25 cm 21.2
186 A69-1601-45294 2018-03-22 19:31:27 179.76064 25 - 30 cm 25.5
187 A69-1601-45276 2018-03-22 19:32:24 28.49928 20 - 25 cm 20.5
188 A69-1601-45273 2018-03-22 19:40:01 125.33831 20 - 25 cm 20.5
189 A69-1601-45279 2018-03-22 19:41:43 114.92289 > 30 cm 30.3
190 A69-1601-45277 2018-03-22 19:49:01 146.39758 20 - 25 cm 23.6
191 A69-1601-45282 2018-03-22 19:55:18 32.86016 25 - 30 cm 25.0
192 A69-1601-45281 2018-03-22 19:59:35 42.01883 20 - 25 cm 23.0
193 A69-1601-45274 2018-03-22 20:00:08 112.96887 20 - 25 cm 21.2
194 A69-1601-45294 2018-03-22 20:01:27 205.39459 25 - 30 cm 25.5
195 A69-1601-45276 2018-03-22 20:02:24 18.62465 20 - 25 cm 20.5
196 A69-1601-45273 2018-03-22 20:10:01 96.95526 20 - 25 cm 20.5
197 A69-1601-45279 2018-03-22 20:11:43 113.30571 > 30 cm 30.3
198 A69-1601-45277 2018-03-22 20:19:01 163.20516 20 - 25 cm 23.6
199 A69-1601-45282 2018-03-22 20:25:18 32.86016 25 - 30 cm 25.0
200 A69-1601-45281 2018-03-22 20:29:35 35.56357 20 - 25 cm 23.0
Я использовал следующий код для графика ...
p <- ggplot(sizecat.PAV, aes(x = Datetime_AST, y = Distance.from.tag)) +
scale_x_datetime(name = "Month (2018)", date_breaks = "1 months",
labels = date_format(format = "%b-%Y"))+
theme(axis.text.x = element_text(angle = 90, size=5, hjust = 0))+
ggtitle("Averaged Positions Over Study Period")+
theme(plot.title = element_text(hjust = 0.5)) +
ylab("Distance from Location Tagged (m)")+
facet_wrap( ~ ID, labeller = label_parsed)
p
q <- p +
facet_grid(Size.Cat~Transmitter,space="free", scales="free",drop=TRUE) +
geom_point()
но он создаст четыре строки повторяющихся номеров передатчиков для каждой категории размеров. Поэтому я получаю чрезвычайно сжатые графики (см. Ниже) с пустыми графиками для каждой категории размеров, потому что мои передатчики могут принадлежать только к одной категории размеров. Как я могу удалить пустые графики, чтобы отображать только отдельные экземпляры передатчиков?
