├── .gitignore ├── LICENSE ├── README.md ├── data ├── data302.csv └── data_pems_16664.csv ├── img ├── model_2_layer.png ├── model_3_layer.png ├── traffic_prediction_result_4.png ├── traffic_prediction_result_5.png └── traffic_prediction_result_6.png ├── main.py ├── model ├── model_2_layer.json ├── model_3_layer.json ├── weights_2_layer.h5 └── weights_3_layer.h5 ├── predict ├── y_pred.csv └── y_test.csv └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | # Temp files 2 | predict/y_pred_*.csv 3 | predict/y_test_*.csv 4 | model/model_20*.json 5 | model/weights_20*.h5 6 | 7 | # Byte-compiled / optimized / DLL files 8 | __pycache__/ 9 | *.py[cod] 10 | *$py.class 11 | 12 | # C extensions 13 | *.so 14 | 15 | # Distribution / packaging 16 | .Python 17 | env/ 18 | build/ 19 | develop-eggs/ 20 | dist/ 21 | downloads/ 22 | eggs/ 23 | .eggs/ 24 | lib/ 25 | lib64/ 26 | parts/ 27 | sdist/ 28 | var/ 29 | *.egg-info/ 30 | .installed.cfg 31 | *.egg 32 | 33 | # PyInstaller 34 | # Usually these files are written by a python script from a template 35 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 36 | *.manifest 37 | *.spec 38 | 39 | # Installer logs 40 | pip-log.txt 41 | pip-delete-this-directory.txt 42 | 43 | # Unit test / coverage reports 44 | htmlcov/ 45 | .tox/ 46 | .coverage 47 | .coverage.* 48 | .cache 49 | nosetests.xml 50 | coverage.xml 51 | *,cover 52 | .hypothesis/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | 62 | # Flask stuff: 63 | instance/ 64 | .webassets-cache 65 | 66 | # Scrapy stuff: 67 | .scrapy 68 | 69 | # Sphinx documentation 70 | docs/_build/ 71 | 72 | # PyBuilder 73 | target/ 74 | 75 | # IPython Notebook 76 | .ipynb_checkpoints 77 | 78 | # pyenv 79 | .python-version 80 | 81 | # celery beat schedule file 82 | celerybeat-schedule 83 | 84 | # dotenv 85 | .env 86 | 87 | # virtualenv 88 | venv/ 89 | ENV/ 90 | 91 | # Spyder project settings 92 | .spyderproject 93 | 94 | # Rope project settings 95 | .ropeproject 96 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2016 Yusu Pan 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Traffic Prediction 2 | Predicting traffic velocity in Keras using LSTM. 3 | 4 | Still working on it. 5 | 6 | ## Current 3-layer model 7 | ![model](img/model_3_layer.png) 8 | 9 | ## Current results: 10 | **One day prediction** (MSE = 1.2010) 11 | ![Result](img/traffic_prediction_result_4.png) 12 | 13 | **Six day prediction** (MSE = 1.1370) 14 | ![Result](img/traffic_prediction_result_6.png) 15 | 16 | **Seven day prediction** (MSE = 4.1467) 17 | ![Result](img/traffic_prediction_result_5.png) 18 | -------------------------------------------------------------------------------- /data/data302.csv: -------------------------------------------------------------------------------- 1 | Route,Velocity,Time,Weather,Roadtype,Holiday 2 | 302,33,2013-10-01 00:00:00,1,1,3 3 | 302,33,2013-10-01 01:00:00,1,1,3 4 | 302,33,2013-10-01 02:00:00,1,1,3 5 | 302,33,2013-10-01 03:00:00,1,1,3 6 | 302,33,2013-10-01 04:00:00,1,1,3 7 | 302,33,2013-10-01 05:00:00,1,1,3 8 | 302,32.86666667,2013-10-01 06:00:00,1,1,3 9 | 302,31.125,2013-10-01 07:00:00,1,1,3 10 | 302,31.71428571,2013-10-01 08:00:00,1,1,3 11 | 302,31.26666667,2013-10-01 09:00:00,1,1,3 12 | 302,32.73333333,2013-10-01 10:00:00,1,1,3 13 | 302,33.5,2013-10-01 11:00:00,1,1,3 14 | 302,33.28571429,2013-10-01 12:00:00,1,1,3 15 | 302,34.6875,2013-10-01 13:00:00,1,1,3 16 | 302,35,2013-10-01 14:00:00,1,1,3 17 | 302,34.06666667,2013-10-01 15:00:00,1,1,3 18 | 302,35.26666667,2013-10-01 16:00:00,1,1,3 19 | 302,34.93333333,2013-10-01 17:00:00,1,1,3 20 | 302,36,2013-10-01 18:00:00,1,1,3 21 | 302,36,2013-10-01 19:00:00,1,1,3 22 | 302,34.86666667,2013-10-01 20:00:00,1,1,3 23 | 302,35.75,2013-10-01 21:00:00,1,1,3 24 | 302,36,2013-10-01 22:00:00,1,1,3 25 | 302,36,2013-10-01 23:00:00,1,1,3 26 | 302,36.07142857,2013-10-02 00:00:00,1,1,3 27 | 302,36,2013-10-02 01:00:00,1,1,3 28 | 302,36,2013-10-02 02:00:00,1,1,3 29 | 302,36,2013-10-02 03:00:00,1,1,3 30 | 302,36,2013-10-02 04:00:00,1,1,3 31 | 302,35.75,2013-10-02 05:00:00,1,1,3 32 | 302,36.42857143,2013-10-02 06:00:00,1,1,3 33 | 302,36.4,2013-10-02 07:00:00,1,1,3 34 | 302,36.6875,2013-10-02 08:00:00,1,1,3 35 | 302,36.26666667,2013-10-02 09:00:00,1,1,3 36 | 302,35.71428571,2013-10-02 10:00:00,1,1,3 37 | 302,36,2013-10-02 11:00:00,1,1,3 38 | 302,36,2013-10-02 12:00:00,1,1,3 39 | 302,36,2013-10-02 13:00:00,1,1,3 40 | 302,36,2013-10-02 14:00:00,1,1,3 41 | 302,34,2013-10-02 15:00:00,1,1,3 42 | 302,34,2013-10-02 16:00:00,1,1,3 43 | 302,34,2013-10-02 17:00:00,1,1,3 44 | 302,34,2013-10-02 18:00:00,1,1,3 45 | 302,35.73333333,2013-10-02 19:00:00,1,1,3 46 | 302,34.6,2013-10-02 20:00:00,1,1,3 47 | 302,34.5,2013-10-02 21:00:00,1,1,3 48 | 302,36.375,2013-10-02 22:00:00,1,1,3 49 | 302,37,2013-10-02 23:00:00,1,1,3 50 | 302,37,2013-10-03 00:00:00,1,1,3 51 | 302,37,2013-10-03 01:00:00,1,1,3 52 | 302,37,2013-10-03 02:00:00,1,1,3 53 | 302,37,2013-10-03 03:00:00,1,1,3 54 | 302,37,2013-10-03 04:00:00,1,1,3 55 | 302,37,2013-10-03 05:00:00,1,1,3 56 | 302,36.93333333,2013-10-03 06:00:00,1,1,3 57 | 302,37,2013-10-03 07:00:00,1,1,3 58 | 302,36.66666667,2013-10-03 08:00:00,1,1,3 59 | 302,36.8,2013-10-03 09:00:00,1,1,3 60 | 302,36,2013-10-03 10:00:00,1,1,3 61 | 302,36,2013-10-03 11:00:00,1,1,3 62 | 302,36,2013-10-03 12:00:00,1,1,3 63 | 302,36,2013-10-03 13:00:00,1,1,3 64 | 302,35.71428571,2013-10-03 14:00:00,1,1,3 65 | 302,36,2013-10-03 15:00:00,1,1,3 66 | 302,35.73333333,2013-10-03 16:00:00,1,1,3 67 | 302,35.73333333,2013-10-03 17:00:00,1,1,3 68 | 302,36,2013-10-03 18:00:00,1,1,3 69 | 302,35.85714286,2013-10-03 19:00:00,1,1,3 70 | 302,36.5,2013-10-03 20:00:00,1,1,3 71 | 302,36.6,2013-10-03 21:00:00,1,1,3 72 | 302,35.2,2013-10-03 22:00:00,1,1,3 73 | 302,37,2013-10-03 23:00:00,1,1,3 74 | 302,37,2013-10-04 00:00:00,1,1,3 75 | 302,37,2013-10-04 01:00:00,1,1,3 76 | 302,37,2013-10-04 02:00:00,1,1,3 77 | 302,37,2013-10-04 03:00:00,1,1,3 78 | 302,37,2013-10-04 04:00:00,1,1,3 79 | 302,37,2013-10-04 05:00:00,1,1,3 80 | 302,37,2013-10-04 06:00:00,1,1,3 81 | 302,37.75,2013-10-04 07:00:00,1,1,3 82 | 302,37.21428571,2013-10-04 08:00:00,1,1,3 83 | 302,36.93333333,2013-10-04 09:00:00,1,1,3 84 | 302,36.6875,2013-10-04 10:00:00,1,1,3 85 | 302,36.92857143,2013-10-04 11:00:00,1,1,3 86 | 302,37,2013-10-04 12:00:00,1,1,3 87 | 302,37,2013-10-04 13:00:00,1,1,3 88 | 302,37,2013-10-04 14:00:00,1,1,3 89 | 302,37,2013-10-04 15:00:00,1,1,3 90 | 302,37,2013-10-04 16:00:00,1,1,3 91 | 302,36.57142857,2013-10-04 17:00:00,1,1,3 92 | 302,36.8125,2013-10-04 18:00:00,1,1,3 93 | 302,37,2013-10-04 19:00:00,1,1,3 94 | 302,37,2013-10-04 20:00:00,1,1,3 95 | 302,36.57142857,2013-10-04 21:00:00,1,1,3 96 | 302,37,2013-10-04 22:00:00,1,1,3 97 | 302,37,2013-10-04 23:00:00,1,1,3 98 | 302,37.06666667,2013-10-05 00:00:00,1,1,3 99 | 302,37,2013-10-05 01:00:00,1,1,3 100 | 302,37,2013-10-05 02:00:00,1,1,3 101 | 302,37,2013-10-05 03:00:00,1,1,3 102 | 302,37,2013-10-05 04:00:00,1,1,3 103 | 302,37,2013-10-05 05:00:00,1,1,3 104 | 302,37.5,2013-10-05 06:00:00,1,1,3 105 | 302,38,2013-10-05 07:00:00,1,1,3 106 | 302,38,2013-10-05 08:00:00,1,1,3 107 | 302,37.33333333,2013-10-05 09:00:00,1,1,3 108 | 302,36.66666667,2013-10-05 10:00:00,1,1,3 109 | 302,37,2013-10-05 11:00:00,1,1,3 110 | 302,37.14285714,2013-10-05 12:00:00,1,1,3 111 | 302,37.66666667,2013-10-05 13:00:00,1,1,3 112 | 302,37.85714286,2013-10-05 14:00:00,1,1,3 113 | 302,37.875,2013-10-05 15:00:00,1,1,3 114 | 302,37.66666667,2013-10-05 16:00:00,1,1,3 115 | 302,35.33333333,2013-10-05 17:00:00,1,1,3 116 | 302,36.1875,2013-10-05 18:00:00,1,1,3 117 | 302,38,2013-10-05 19:00:00,1,1,3 118 | 302,38,2013-10-05 20:00:00,1,1,3 119 | 302,37.6,2013-10-05 21:00:00,1,1,3 120 | 302,37.9375,2013-10-05 22:00:00,1,1,3 121 | 302,38,2013-10-05 23:00:00,1,1,3 122 | 302,37.73333333,2013-10-06 00:00:00,3,1,3 123 | 302,38,2013-10-06 01:00:00,3,1,3 124 | 302,38.75,2013-10-06 02:00:00,3,1,3 125 | 302,39,2013-10-06 03:00:00,3,1,3 126 | 302,39,2013-10-06 04:00:00,3,1,3 127 | 302,38.92857143,2013-10-06 05:00:00,3,1,3 128 | 302,38.875,2013-10-06 06:00:00,3,1,3 129 | 302,39,2013-10-06 07:00:00,3,1,3 130 | 302,38.86666667,2013-10-06 08:00:00,3,1,3 131 | 302,37.8,2013-10-06 09:00:00,3,1,3 132 | 302,36.4,2013-10-06 10:00:00,3,1,3 133 | 302,36.4,2013-10-06 11:00:00,3,1,3 134 | 302,36.1875,2013-10-06 12:00:00,3,1,3 135 | 302,36.64285714,2013-10-06 13:00:00,3,1,3 136 | 302,36.25,2013-10-06 14:00:00,3,1,3 137 | 302,35.57142857,2013-10-06 15:00:00,3,1,3 138 | 302,30.73333333,2013-10-06 16:00:00,3,1,3 139 | 302,32.26666667,2013-10-06 17:00:00,3,1,3 140 | 302,33,2013-10-06 18:00:00,3,1,3 141 | 302,33,2013-10-06 19:00:00,3,1,3 142 | 302,32.8,2013-10-06 20:00:00,3,1,3 143 | 302,34,2013-10-06 21:00:00,3,1,3 144 | 302,33.86666667,2013-10-06 22:00:00,3,1,3 145 | 302,34,2013-10-06 23:00:00,3,1,3 146 | 302,33.9375,2013-10-07 00:00:00,3,1,3 147 | 302,34.28571429,2013-10-07 01:00:00,3,1,3 148 | 302,34.625,2013-10-07 02:00:00,3,1,3 149 | 302,36.5,2013-10-07 03:00:00,3,1,3 150 | 302,36.13333333,2013-10-07 04:00:00,3,1,3 151 | 302,39.06666667,2013-10-07 05:00:00,3,1,3 152 | 302,39.4,2013-10-07 06:00:00,3,1,3 153 | 302,33.46666667,2013-10-07 07:00:00,3,1,3 154 | 302,26.57142857,2013-10-07 08:00:00,3,1,3 155 | 302,35,2013-10-07 09:00:00,3,1,3 156 | 302,33.14285714,2013-10-07 10:00:00,3,1,3 157 | 302,32.13333333,2013-10-07 11:00:00,3,1,3 158 | 302,30.9375,2013-10-07 12:00:00,3,1,3 159 | 302,32.64285714,2013-10-07 13:00:00,3,1,3 160 | 302,34.35714286,2013-10-07 14:00:00,3,1,3 161 | 302,32.46666667,2013-10-07 15:00:00,3,1,3 162 | 302,33.66666667,2013-10-07 16:00:00,3,1,3 163 | 302,27.93333333,2013-10-07 17:00:00,3,1,3 164 | 302,29.6,2013-10-07 18:00:00,3,1,3 165 | 302,32.46666667,2013-10-07 19:00:00,3,1,3 166 | 302,32.33333333,2013-10-07 20:00:00,3,1,3 167 | 302,33.1875,2013-10-07 21:00:00,3,1,3 168 | 302,34.21428571,2013-10-07 22:00:00,3,1,3 169 | 302,35.73333333,2013-10-07 23:00:00,3,1,3 170 | 302,35.66666667,2013-10-08 00:00:00,3,1,1 171 | 302,35,2013-10-08 01:00:00,3,1,1 172 | 302,35.14285714,2013-10-08 02:00:00,3,1,1 173 | 302,35.9375,2013-10-08 03:00:00,3,1,1 174 | 302,36,2013-10-08 04:00:00,3,1,1 175 | 302,36.66666667,2013-10-08 05:00:00,3,1,1 176 | 302,36.5,2013-10-08 06:00:00,3,1,1 177 | 302,32.8125,2013-10-08 07:00:00,3,1,1 178 | 302,25.71428571,2013-10-08 08:00:00,3,1,1 179 | 302,31.46666667,2013-10-08 09:00:00,3,1,1 180 | 302,33.26666667,2013-10-08 10:00:00,3,1,1 181 | 302,33.66666667,2013-10-08 11:00:00,3,1,1 182 | 302,33.8,2013-10-08 12:00:00,3,1,1 183 | 302,34,2013-10-08 13:00:00,3,1,1 184 | 302,34.07142857,2013-10-08 14:00:00,3,1,1 185 | 302,34.53333333,2013-10-08 15:00:00,3,1,1 186 | 302,31.06666667,2013-10-08 16:00:00,3,1,1 187 | 302,12.73333333,2013-10-08 17:00:00,3,1,1 188 | 302,11.6,2013-10-08 18:00:00,3,1,1 189 | 302,33,2013-10-08 19:00:00,3,1,1 190 | 302,33,2013-10-08 20:00:00,3,1,1 191 | 302,33,2013-10-08 21:00:00,3,1,1 192 | 302,33,2013-10-08 22:00:00,3,1,1 193 | 302,33,2013-10-08 23:00:00,3,1,1 194 | 302,32.875,2013-10-09 00:00:00,2,1,1 195 | 302,33,2013-10-09 01:00:00,2,1,1 196 | 302,33.3125,2013-10-09 02:00:00,2,1,1 197 | 302,34,2013-10-09 03:00:00,2,1,1 198 | 302,34.9375,2013-10-09 04:00:00,2,1,1 199 | 302,35,2013-10-09 05:00:00,2,1,1 200 | 302,35,2013-10-09 06:00:00,2,1,1 201 | 302,36,2013-10-09 07:00:00,2,1,1 202 | 302,27.57142857,2013-10-09 08:00:00,2,1,1 203 | 302,28.625,2013-10-09 09:00:00,2,1,1 204 | 302,32.78571429,2013-10-09 10:00:00,2,1,1 205 | 302,33.625,2013-10-09 11:00:00,2,1,1 206 | 302,33.92857143,2013-10-09 12:00:00,2,1,1 207 | 302,33.73333333,2013-10-09 13:00:00,2,1,1 208 | 302,32.2,2013-10-09 14:00:00,2,1,1 209 | 302,27.26666667,2013-10-09 15:00:00,2,1,1 210 | 302,25.5,2013-10-09 16:00:00,2,1,1 211 | 302,24.86666667,2013-10-09 17:00:00,2,1,1 212 | 302,15.57142857,2013-10-09 18:00:00,2,1,1 213 | 302,30.64285714,2013-10-09 19:00:00,2,1,1 214 | 302,30.9375,2013-10-09 20:00:00,2,1,1 215 | 302,31,2013-10-09 21:00:00,2,1,1 216 | 302,31,2013-10-09 22:00:00,2,1,1 217 | 302,31,2013-10-09 23:00:00,2,1,1 218 | 302,31,2013-10-10 00:00:00,1,1,1 219 | 302,31,2013-10-10 01:00:00,1,1,1 220 | 302,31,2013-10-10 02:00:00,1,1,1 221 | 302,31,2013-10-10 03:00:00,1,1,1 222 | 302,31,2013-10-10 04:00:00,1,1,1 223 | 302,31.53333333,2013-10-10 05:00:00,1,1,1 224 | 302,32,2013-10-10 06:00:00,1,1,1 225 | 302,30.86666667,2013-10-10 07:00:00,1,1,1 226 | 302,24.8,2013-10-10 08:00:00,1,1,1 227 | 302,30.86666667,2013-10-10 09:00:00,1,1,1 228 | 302,32.9375,2013-10-10 10:00:00,1,1,1 229 | 302,32.78571429,2013-10-10 11:00:00,1,1,1 230 | 302,34,2013-10-10 12:00:00,1,1,1 231 | 302,34.06666667,2013-10-10 13:00:00,1,1,1 232 | 302,31.4,2013-10-10 14:00:00,1,1,1 233 | 302,28.42857143,2013-10-10 15:00:00,1,1,1 234 | 302,25.875,2013-10-10 16:00:00,1,1,1 235 | 302,20.5,2013-10-10 17:00:00,1,1,1 236 | 302,22.25,2013-10-10 18:00:00,1,1,1 237 | 302,27,2013-10-10 19:00:00,1,1,1 238 | 302,34.86666667,2013-10-10 20:00:00,1,1,1 239 | 302,40,2013-10-10 21:00:00,1,1,1 240 | 302,40,2013-10-10 22:00:00,1,1,1 241 | 302,40,2013-10-10 23:00:00,1,1,1 242 | 302,37.26666667,2013-10-11 00:00:00,1,1,1 243 | 302,41,2013-10-11 01:00:00,1,1,1 244 | 302,41,2013-10-11 02:00:00,1,1,1 245 | 302,41,2013-10-11 03:00:00,1,1,1 246 | 302,41.26666667,2013-10-11 04:00:00,1,1,1 247 | 302,41,2013-10-11 05:00:00,1,1,1 248 | 302,41,2013-10-11 06:00:00,1,1,1 249 | 302,39.33333333,2013-10-11 07:00:00,1,1,1 250 | 302,23.66666667,2013-10-11 08:00:00,1,1,1 251 | 302,32.73333333,2013-10-11 09:00:00,1,1,1 252 | 302,34.93333333,2013-10-11 10:00:00,1,1,1 253 | 302,35.92857143,2013-10-11 11:00:00,1,1,1 254 | 302,35.93333333,2013-10-11 12:00:00,1,1,1 255 | 302,35.6,2013-10-11 13:00:00,1,1,1 256 | 302,33.6,2013-10-11 14:00:00,1,1,1 257 | 302,30.57142857,2013-10-11 15:00:00,1,1,1 258 | 302,27.6,2013-10-11 16:00:00,1,1,1 259 | 302,24.93333333,2013-10-11 17:00:00,1,1,1 260 | 302,29.4,2013-10-11 18:00:00,1,1,1 261 | 302,26.06666667,2013-10-11 19:00:00,1,1,1 262 | 302,30.06666667,2013-10-11 20:00:00,1,1,1 263 | 302,32,2013-10-11 21:00:00,1,1,1 264 | 302,32,2013-10-11 22:00:00,1,1,1 265 | 302,32,2013-10-11 23:00:00,1,1,1 266 | 302,32.06666667,2013-10-12 00:00:00,1,1,1 267 | 302,32,2013-10-12 01:00:00,1,1,1 268 | 302,32.73333333,2013-10-12 02:00:00,1,1,1 269 | 302,33,2013-10-12 03:00:00,1,1,1 270 | 302,32.86666667,2013-10-12 04:00:00,1,1,1 271 | 302,32.93333333,2013-10-12 05:00:00,1,1,1 272 | 302,34.33333333,2013-10-12 06:00:00,1,1,1 273 | 302,33.5,2013-10-12 07:00:00,1,1,1 274 | 302,24.5,2013-10-12 08:00:00,1,1,1 275 | 302,28.14285714,2013-10-12 09:00:00,1,1,1 276 | 302,31.06666667,2013-10-12 10:00:00,1,1,1 277 | 302,35,2013-10-12 11:00:00,1,1,1 278 | 302,35.07142857,2013-10-12 12:00:00,1,1,1 279 | 302,35.9375,2013-10-12 13:00:00,1,1,1 280 | 302,30.66666667,2013-10-12 14:00:00,1,1,1 281 | 302,30.06666667,2013-10-12 15:00:00,1,1,1 282 | 302,30.85714286,2013-10-12 16:00:00,1,1,1 283 | 302,23.86666667,2013-10-12 17:00:00,1,1,1 284 | 302,21.8,2013-10-12 18:00:00,1,1,1 285 | 302,26.6,2013-10-12 19:00:00,1,1,1 286 | 302,31.5,2013-10-12 20:00:00,1,1,1 287 | 302,29.26666667,2013-10-12 21:00:00,1,1,1 288 | 302,31.85714286,2013-10-12 22:00:00,1,1,1 289 | 302,33,2013-10-12 23:00:00,1,1,1 290 | 302,33.06666667,2013-10-13 00:00:00,1,1,2 291 | 302,33,2013-10-13 01:00:00,1,1,2 292 | 302,33.46666667,2013-10-13 02:00:00,1,1,2 293 | 302,34,2013-10-13 03:00:00,1,1,2 294 | 302,35,2013-10-13 04:00:00,1,1,2 295 | 302,35,2013-10-13 05:00:00,1,1,2 296 | 302,35,2013-10-13 06:00:00,1,1,2 297 | 302,34.85714286,2013-10-13 07:00:00,1,1,2 298 | 302,34.53333333,2013-10-13 08:00:00,1,1,2 299 | 302,33.53333333,2013-10-13 09:00:00,1,1,2 300 | 302,31.86666667,2013-10-13 10:00:00,1,1,2 301 | 302,31.93333333,2013-10-13 11:00:00,1,1,2 302 | 302,31.42857143,2013-10-13 12:00:00,1,1,2 303 | 302,31.625,2013-10-13 13:00:00,1,1,2 304 | 302,30.07142857,2013-10-13 14:00:00,1,1,2 305 | 302,29.06666667,2013-10-13 15:00:00,1,1,2 306 | 302,26.06666667,2013-10-13 16:00:00,1,1,2 307 | 302,21.42857143,2013-10-13 17:00:00,1,1,2 308 | 302,28.46666667,2013-10-13 18:00:00,1,1,2 309 | 302,34,2013-10-13 19:00:00,1,1,2 310 | 302,34,2013-10-13 20:00:00,1,1,2 311 | 302,34,2013-10-13 21:00:00,1,1,2 312 | 302,34,2013-10-13 22:00:00,1,1,2 313 | 302,34,2013-10-13 23:00:00,1,1,2 314 | 302,33.875,2013-10-14 00:00:00,1,1,1 315 | 302,34,2013-10-14 01:00:00,1,1,1 316 | 302,34,2013-10-14 02:00:00,1,1,1 317 | 302,34,2013-10-14 03:00:00,1,1,1 318 | 302,33.93333333,2013-10-14 04:00:00,1,1,1 319 | 302,34,2013-10-14 05:00:00,1,1,1 320 | 302,33.76923077,2013-10-14 06:00:00,1,1,1 321 | 302,30.8125,2013-10-14 07:00:00,1,1,1 322 | 302,22.57142857,2013-10-14 08:00:00,1,1,1 323 | 302,32.26666667,2013-10-14 09:00:00,1,1,1 324 | 302,34,2013-10-14 10:00:00,1,1,1 325 | 302,34,2013-10-14 11:00:00,1,1,1 326 | 302,34,2013-10-14 12:00:00,1,1,1 327 | 302,34.07142857,2013-10-14 13:00:00,1,1,1 328 | 302,32.25,2013-10-14 14:00:00,1,1,1 329 | 302,29.57142857,2013-10-14 15:00:00,1,1,1 330 | 302,23.5625,2013-10-14 16:00:00,1,1,1 331 | 302,23.07692308,2013-10-14 17:00:00,1,1,1 332 | 302,25.13333333,2013-10-14 18:00:00,1,1,1 333 | 302,32,2013-10-14 19:00:00,1,1,1 334 | 302,32,2013-10-14 20:00:00,1,1,1 335 | 302,32,2013-10-14 21:00:00,1,1,1 336 | 302,32,2013-10-14 22:00:00,1,1,1 337 | 302,32,2013-10-14 23:00:00,1,1,1 338 | 302,32.6,2013-10-15 00:00:00,2,1,1 339 | 302,33,2013-10-15 01:00:00,2,1,1 340 | 302,32.9375,2013-10-15 02:00:00,2,1,1 341 | 302,33,2013-10-15 03:00:00,2,1,1 342 | 302,32.93333333,2013-10-15 04:00:00,2,1,1 343 | 302,33,2013-10-15 05:00:00,2,1,1 344 | 302,32.92857143,2013-10-15 06:00:00,2,1,1 345 | 302,32,2013-10-15 07:00:00,2,1,1 346 | 302,25.28571429,2013-10-15 08:00:00,2,1,1 347 | 302,25.6,2013-10-15 09:00:00,2,1,1 348 | 302,32.53333333,2013-10-15 10:00:00,2,1,1 349 | 302,30.2,2013-10-15 11:00:00,2,1,1 350 | 302,33.42857143,2013-10-15 12:00:00,2,1,1 351 | 302,33.73333333,2013-10-15 13:00:00,2,1,1 352 | 302,31.73333333,2013-10-15 14:00:00,2,1,1 353 | 302,32.8,2013-10-15 15:00:00,2,1,1 354 | 302,27.33333333,2013-10-15 16:00:00,2,1,1 355 | 302,22.73333333,2013-10-15 17:00:00,2,1,1 356 | 302,24.57142857,2013-10-15 18:00:00,2,1,1 357 | 302,30.86666667,2013-10-15 19:00:00,2,1,1 358 | 302,31,2013-10-15 20:00:00,2,1,1 359 | 302,31,2013-10-15 21:00:00,2,1,1 360 | 302,31,2013-10-15 22:00:00,2,1,1 361 | 302,31,2013-10-15 23:00:00,2,1,1 362 | 302,31.06666667,2013-10-16 00:00:00,1,1,1 363 | 302,31,2013-10-16 01:00:00,1,1,1 364 | 302,31.58823529,2013-10-16 02:00:00,1,1,1 365 | 302,32,2013-10-16 03:00:00,1,1,1 366 | 302,32,2013-10-16 04:00:00,1,1,1 367 | 302,32,2013-10-16 05:00:00,1,1,1 368 | 302,32,2013-10-16 06:00:00,1,1,1 369 | 302,30.14285714,2013-10-16 07:00:00,1,1,1 370 | 302,25.26666667,2013-10-16 08:00:00,1,1,1 371 | 302,28.26666667,2013-10-16 09:00:00,1,1,1 372 | 302,33.3125,2013-10-16 10:00:00,1,1,1 373 | 302,34.38461538,2013-10-16 11:00:00,1,1,1 374 | 302,35,2013-10-16 12:00:00,1,1,1 375 | 302,34.33333333,2013-10-16 13:00:00,1,1,1 376 | 302,31.4,2013-10-16 14:00:00,1,1,1 377 | 302,30.73333333,2013-10-16 15:00:00,1,1,1 378 | 302,30.13333333,2013-10-16 16:00:00,1,1,1 379 | 302,24.13333333,2013-10-16 17:00:00,1,1,1 380 | 302,20.26666667,2013-10-16 18:00:00,1,1,1 381 | 302,29.375,2013-10-16 19:00:00,1,1,1 382 | 302,31.57142857,2013-10-16 20:00:00,1,1,1 383 | 302,32,2013-10-16 21:00:00,1,1,1 384 | 302,32,2013-10-16 22:00:00,1,1,1 385 | 302,32,2013-10-16 23:00:00,1,1,1 386 | 302,33,2013-10-17 00:00:00,2,1,1 387 | 302,33,2013-10-17 01:00:00,2,1,1 388 | 302,32.92857143,2013-10-17 02:00:00,2,1,1 389 | 302,32.93333333,2013-10-17 03:00:00,2,1,1 390 | 302,32.93333333,2013-10-17 04:00:00,2,1,1 391 | 302,32.86666667,2013-10-17 05:00:00,2,1,1 392 | 302,32.93333333,2013-10-17 06:00:00,2,1,1 393 | 302,30.93333333,2013-10-17 07:00:00,2,1,1 394 | 302,26.26666667,2013-10-17 08:00:00,2,1,1 395 | 302,30.4375,2013-10-17 09:00:00,2,1,1 396 | 302,34.07142857,2013-10-17 10:00:00,2,1,1 397 | 302,33.86666667,2013-10-17 11:00:00,2,1,1 398 | 302,34,2013-10-17 12:00:00,2,1,1 399 | 302,34,2013-10-17 13:00:00,2,1,1 400 | 302,32.13333333,2013-10-17 14:00:00,2,1,1 401 | 302,32.53333333,2013-10-17 15:00:00,2,1,1 402 | 302,26.64285714,2013-10-17 16:00:00,2,1,1 403 | 302,22.6,2013-10-17 17:00:00,2,1,1 404 | 302,19.53333333,2013-10-17 18:00:00,2,1,1 405 | 302,31.46666667,2013-10-17 19:00:00,2,1,1 406 | 302,33,2013-10-17 20:00:00,2,1,1 407 | 302,32.5,2013-10-17 21:00:00,2,1,1 408 | 302,33,2013-10-17 22:00:00,2,1,1 409 | 302,33,2013-10-17 23:00:00,2,1,1 410 | 302,33,2013-10-18 00:00:00,2,1,1 411 | 302,33,2013-10-18 01:00:00,2,1,1 412 | 302,33.625,2013-10-18 02:00:00,2,1,1 413 | 302,33.93333333,2013-10-18 03:00:00,2,1,1 414 | 302,34,2013-10-18 04:00:00,2,1,1 415 | 302,33.8,2013-10-18 05:00:00,2,1,1 416 | 302,34,2013-10-18 06:00:00,2,1,1 417 | 302,33.21428571,2013-10-18 07:00:00,2,1,1 418 | 302,28.4,2013-10-18 08:00:00,2,1,1 419 | 302,32.26666667,2013-10-18 09:00:00,2,1,1 420 | 302,32.28571429,2013-10-18 10:00:00,2,1,1 421 | 302,33.93333333,2013-10-18 11:00:00,2,1,1 422 | 302,33.13333333,2013-10-18 12:00:00,2,1,1 423 | 302,33.6,2013-10-18 13:00:00,2,1,1 424 | 302,30.26666667,2013-10-18 14:00:00,2,1,1 425 | 302,28.35714286,2013-10-18 15:00:00,2,1,1 426 | 302,27.33333333,2013-10-18 16:00:00,2,1,1 427 | 302,20.2,2013-10-18 17:00:00,2,1,1 428 | 302,18,2013-10-18 18:00:00,2,1,1 429 | 302,30.2,2013-10-18 19:00:00,2,1,1 430 | 302,30.75,2013-10-18 20:00:00,2,1,1 431 | 302,30,2013-10-18 21:00:00,2,1,1 432 | 302,31.33333333,2013-10-18 22:00:00,2,1,1 433 | 302,32,2013-10-18 23:00:00,2,1,1 434 | 302,32,2013-10-19 00:00:00,2,1,2 435 | 302,32,2013-10-19 01:00:00,2,1,2 436 | 302,32,2013-10-19 02:00:00,2,1,2 437 | 302,32,2013-10-19 03:00:00,2,1,2 438 | 302,32.33333333,2013-10-19 04:00:00,2,1,2 439 | 302,33,2013-10-19 05:00:00,2,1,2 440 | 302,33,2013-10-19 06:00:00,2,1,2 441 | 302,33,2013-10-19 07:00:00,2,1,2 442 | 302,32.1875,2013-10-19 08:00:00,2,1,2 443 | 302,31.85714286,2013-10-19 09:00:00,2,1,2 444 | 302,30.14285714,2013-10-19 10:00:00,2,1,2 445 | 302,31.33333333,2013-10-19 11:00:00,2,1,2 446 | 302,29.46666667,2013-10-19 12:00:00,2,1,2 447 | 302,30.06666667,2013-10-19 13:00:00,2,1,2 448 | 302,30.4375,2013-10-19 14:00:00,2,1,2 449 | 302,27.30769231,2013-10-19 15:00:00,2,1,2 450 | 302,30.26666667,2013-10-19 16:00:00,2,1,2 451 | 302,24.4,2013-10-19 17:00:00,2,1,2 452 | 302,28.5625,2013-10-19 18:00:00,2,1,2 453 | 302,32,2013-10-19 19:00:00,2,1,2 454 | 302,31.2,2013-10-19 20:00:00,2,1,2 455 | 302,30.71428571,2013-10-19 21:00:00,2,1,2 456 | 302,32,2013-10-19 22:00:00,2,1,2 457 | 302,32,2013-10-19 23:00:00,2,1,2 458 | 302,32,2013-10-20 00:00:00,1,1,2 459 | 302,32,2013-10-20 01:00:00,1,1,2 460 | 302,32.53333333,2013-10-20 02:00:00,1,1,2 461 | 302,32.93333333,2013-10-20 03:00:00,1,1,2 462 | 302,32.92857143,2013-10-20 04:00:00,1,1,2 463 | 302,33,2013-10-20 05:00:00,1,1,2 464 | 302,32.93333333,2013-10-20 06:00:00,1,1,2 465 | 302,33,2013-10-20 07:00:00,1,1,2 466 | 302,33,2013-10-20 08:00:00,1,1,2 467 | 302,32.28571429,2013-10-20 09:00:00,1,1,2 468 | 302,33,2013-10-20 10:00:00,1,1,2 469 | 302,33,2013-10-20 11:00:00,1,1,2 470 | 302,33,2013-10-20 12:00:00,1,1,2 471 | 302,32.92857143,2013-10-20 13:00:00,1,1,2 472 | 302,32.1875,2013-10-20 14:00:00,1,1,2 473 | 302,31.53333333,2013-10-20 15:00:00,1,1,2 474 | 302,32.57142857,2013-10-20 16:00:00,1,1,2 475 | 302,27.46666667,2013-10-20 17:00:00,1,1,2 476 | 302,29.35714286,2013-10-20 18:00:00,1,1,2 477 | 302,32.93333333,2013-10-20 19:00:00,1,1,2 478 | 302,33.6,2013-10-20 20:00:00,1,1,2 479 | 302,33.73333333,2013-10-20 21:00:00,1,1,2 480 | 302,34,2013-10-20 22:00:00,1,1,2 481 | 302,34,2013-10-20 23:00:00,1,1,2 482 | 302,33.93333333,2013-10-21 00:00:00,1,1,1 483 | 302,34,2013-10-21 01:00:00,1,1,1 484 | 302,33.4375,2013-10-21 02:00:00,1,1,1 485 | 302,34.61538462,2013-10-21 03:00:00,1,1,1 486 | 302,34.46666667,2013-10-21 04:00:00,1,1,1 487 | 302,37.06666667,2013-10-21 05:00:00,1,1,1 488 | 302,37.86666667,2013-10-21 06:00:00,1,1,1 489 | 302,35.57142857,2013-10-21 07:00:00,1,1,1 490 | 302,26.66666667,2013-10-21 08:00:00,1,1,1 491 | 302,31.75,2013-10-21 09:00:00,1,1,1 492 | 302,37,2013-10-21 10:00:00,1,1,1 493 | 302,37,2013-10-21 11:00:00,1,1,1 494 | 302,37,2013-10-21 12:00:00,1,1,1 495 | 302,36.92857143,2013-10-21 13:00:00,1,1,1 496 | 302,32.93333333,2013-10-21 14:00:00,1,1,1 497 | 302,25.6,2013-10-21 15:00:00,1,1,1 498 | 302,30.2,2013-10-21 16:00:00,1,1,1 499 | 302,25,2013-10-21 17:00:00,1,1,1 500 | 302,26.4,2013-10-21 18:00:00,1,1,1 501 | 302,31.64285714,2013-10-21 19:00:00,1,1,1 502 | 302,32.25,2013-10-21 20:00:00,1,1,1 503 | 302,32.6,2013-10-21 21:00:00,1,1,1 504 | 302,33,2013-10-21 22:00:00,1,1,1 505 | 302,33,2013-10-21 23:00:00,1,1,1 506 | 302,33,2013-10-22 00:00:00,1,1,1 507 | 302,32.93333333,2013-10-22 01:00:00,1,1,1 508 | 302,33,2013-10-22 02:00:00,1,1,1 509 | 302,33,2013-10-22 03:00:00,1,1,1 510 | 302,33,2013-10-22 04:00:00,1,1,1 511 | 302,33,2013-10-22 05:00:00,1,1,1 512 | 302,33.26666667,2013-10-22 06:00:00,1,1,1 513 | 302,33.06666667,2013-10-22 07:00:00,1,1,1 514 | 302,28.13333333,2013-10-22 08:00:00,1,1,1 515 | 302,33.46666667,2013-10-22 09:00:00,1,1,1 516 | 302,34.53333333,2013-10-22 10:00:00,1,1,1 517 | 302,34.8125,2013-10-22 11:00:00,1,1,1 518 | 302,34.61538462,2013-10-22 12:00:00,1,1,1 519 | 302,35,2013-10-22 13:00:00,1,1,1 520 | 302,33.2,2013-10-22 14:00:00,1,1,1 521 | 302,29.92857143,2013-10-22 15:00:00,1,1,1 522 | 302,26,2013-10-22 16:00:00,1,1,1 523 | 302,26.46666667,2013-10-22 17:00:00,1,1,1 524 | 302,22.28571429,2013-10-22 18:00:00,1,1,1 525 | 302,31,2013-10-22 19:00:00,1,1,1 526 | 302,32,2013-10-22 20:00:00,1,1,1 527 | 302,30.6875,2013-10-22 21:00:00,1,1,1 528 | 302,32,2013-10-22 22:00:00,1,1,1 529 | 302,32,2013-10-22 23:00:00,1,1,1 530 | 302,32,2013-10-23 00:00:00,1,1,1 531 | 302,32,2013-10-23 01:00:00,1,1,1 532 | 302,32.5,2013-10-23 02:00:00,1,1,1 533 | 302,31.84615385,2013-10-23 03:00:00,1,1,1 534 | 302,32.5625,2013-10-23 04:00:00,1,1,1 535 | 302,33,2013-10-23 05:00:00,1,1,1 536 | 302,33,2013-10-23 06:00:00,1,1,1 537 | 302,31.07692308,2013-10-23 07:00:00,1,1,1 538 | 302,25.4,2013-10-23 08:00:00,1,1,1 539 | 302,25.73333333,2013-10-23 09:00:00,1,1,1 540 | 302,30.92857143,2013-10-23 10:00:00,1,1,1 541 | 302,29.6,2013-10-23 11:00:00,1,1,1 542 | 302,33,2013-10-23 12:00:00,1,1,1 543 | 302,33,2013-10-23 13:00:00,1,1,1 544 | 302,26.33333333,2013-10-23 14:00:00,1,1,1 545 | 302,26.6875,2013-10-23 15:00:00,1,1,1 546 | 302,22.93333333,2013-10-23 16:00:00,1,1,1 547 | 302,15.07142857,2013-10-23 17:00:00,1,1,1 548 | 302,19.14285714,2013-10-23 18:00:00,1,1,1 549 | 302,30.6,2013-10-23 19:00:00,1,1,1 550 | 302,31.625,2013-10-23 20:00:00,1,1,1 551 | 302,32,2013-10-23 21:00:00,1,1,1 552 | 302,32,2013-10-23 22:00:00,1,1,1 553 | 302,32,2013-10-23 23:00:00,1,1,1 554 | 302,32.26666667,2013-10-24 00:00:00,1,1,1 555 | 302,32.13333333,2013-10-24 01:00:00,1,1,1 556 | 302,33,2013-10-24 02:00:00,1,1,1 557 | 302,33,2013-10-24 03:00:00,1,1,1 558 | 302,33,2013-10-24 04:00:00,1,1,1 559 | 302,32.875,2013-10-24 05:00:00,1,1,1 560 | 302,33,2013-10-24 06:00:00,1,1,1 561 | 302,31.13333333,2013-10-24 07:00:00,1,1,1 562 | 302,20.71428571,2013-10-24 08:00:00,1,1,1 563 | 302,25.33333333,2013-10-24 09:00:00,1,1,1 564 | 302,25.66666667,2013-10-24 10:00:00,1,1,1 565 | 302,30.8,2013-10-24 11:00:00,1,1,1 566 | 302,34.42857143,2013-10-24 12:00:00,1,1,1 567 | 302,34.2,2013-10-24 13:00:00,1,1,1 568 | 302,30.5,2013-10-24 14:00:00,1,1,1 569 | 302,27.73333333,2013-10-24 15:00:00,1,1,1 570 | 302,29.73333333,2013-10-24 16:00:00,1,1,1 571 | 302,20.4,2013-10-24 17:00:00,1,1,1 572 | 302,22.53333333,2013-10-24 18:00:00,1,1,1 573 | 302,31.92857143,2013-10-24 19:00:00,1,1,1 574 | 302,34.53333333,2013-10-24 20:00:00,1,1,1 575 | 302,36,2013-10-24 21:00:00,1,1,1 576 | 302,36,2013-10-24 22:00:00,1,1,1 577 | 302,36,2013-10-24 23:00:00,1,1,1 578 | 302,35.86666667,2013-10-25 00:00:00,1,1,1 579 | 302,36,2013-10-25 01:00:00,1,1,1 580 | 302,36.0625,2013-10-25 02:00:00,1,1,1 581 | 302,37,2013-10-25 03:00:00,1,1,1 582 | 302,37,2013-10-25 04:00:00,1,1,1 583 | 302,37,2013-10-25 05:00:00,1,1,1 584 | 302,36.93333333,2013-10-25 06:00:00,1,1,1 585 | 302,34.06666667,2013-10-25 07:00:00,1,1,1 586 | 302,24.07142857,2013-10-25 08:00:00,1,1,1 587 | 302,29.33333333,2013-10-25 09:00:00,1,1,1 588 | 302,32.92857143,2013-10-25 10:00:00,1,1,1 589 | 302,33.26666667,2013-10-25 11:00:00,1,1,1 590 | 302,32.53333333,2013-10-25 12:00:00,1,1,1 591 | 302,31.53333333,2013-10-25 13:00:00,1,1,1 592 | 302,25.13333333,2013-10-25 14:00:00,1,1,1 593 | 302,24.8125,2013-10-25 15:00:00,1,1,1 594 | 302,30,2013-10-25 16:00:00,1,1,1 595 | 302,24.14285714,2013-10-25 17:00:00,1,1,1 596 | 302,21,2013-10-25 18:00:00,1,1,1 597 | 302,28.53333333,2013-10-25 19:00:00,1,1,1 598 | 302,32.26666667,2013-10-25 20:00:00,1,1,1 599 | 302,33.33333333,2013-10-25 21:00:00,1,1,1 600 | 302,33.64285714,2013-10-25 22:00:00,1,1,1 601 | 302,34,2013-10-25 23:00:00,1,1,1 602 | 302,34,2013-10-26 00:00:00,1,1,2 603 | 302,34,2013-10-26 01:00:00,1,1,2 604 | 302,34,2013-10-26 02:00:00,1,1,2 605 | 302,34,2013-10-26 03:00:00,1,1,2 606 | 302,34,2013-10-26 04:00:00,1,1,2 607 | 302,34,2013-10-26 05:00:00,1,1,2 608 | 302,34,2013-10-26 06:00:00,1,1,2 609 | 302,34,2013-10-26 07:00:00,1,1,2 610 | 302,33.0625,2013-10-26 08:00:00,1,1,2 611 | 302,33.5,2013-10-26 09:00:00,1,1,2 612 | 302,33.57142857,2013-10-26 10:00:00,1,1,2 613 | 302,33.33333333,2013-10-26 11:00:00,1,1,2 614 | 302,34.41666667,2013-10-26 12:00:00,1,1,2 615 | 302,33.71428571,2013-10-26 13:00:00,1,1,2 616 | 302,35,2013-10-26 14:00:00,1,1,2 617 | 302,33.71428571,2013-10-26 15:00:00,1,1,2 618 | 302,27.26666667,2013-10-26 16:00:00,1,1,2 619 | 302,28,2013-10-26 17:00:00,1,1,2 620 | 302,25.23076923,2013-10-26 18:00:00,1,1,2 621 | 302,29.125,2013-10-26 19:00:00,1,1,2 622 | 302,33.35714286,2013-10-26 20:00:00,1,1,2 623 | 302,28.375,2013-10-26 21:00:00,1,1,2 624 | 302,33.2,2013-10-26 22:00:00,1,1,2 625 | 302,34,2013-10-26 23:00:00,1,1,2 626 | 302,34,2013-10-27 00:00:00,1,1,2 627 | 302,34,2013-10-27 01:00:00,1,1,2 628 | 302,34,2013-10-27 02:00:00,1,1,2 629 | 302,34,2013-10-27 03:00:00,1,1,2 630 | 302,34,2013-10-27 04:00:00,1,1,2 631 | 302,34,2013-10-27 05:00:00,1,1,2 632 | 302,34,2013-10-27 06:00:00,1,1,2 633 | 302,34,2013-10-27 07:00:00,1,1,2 634 | 302,33.53333333,2013-10-27 08:00:00,1,1,2 635 | 302,33.53333333,2013-10-27 09:00:00,1,1,2 636 | 302,33.42857143,2013-10-27 10:00:00,1,1,2 637 | 302,34.2,2013-10-27 11:00:00,1,1,2 638 | 302,33.92857143,2013-10-27 12:00:00,1,1,2 639 | 302,33,2013-10-27 13:00:00,1,1,2 640 | 302,32.66666667,2013-10-27 14:00:00,1,1,2 641 | 302,30.21428571,2013-10-27 15:00:00,1,1,2 642 | 302,26.33333333,2013-10-27 16:00:00,1,1,2 643 | 302,24.4,2013-10-27 17:00:00,1,1,2 644 | 302,29.84615385,2013-10-27 18:00:00,1,1,2 645 | 302,32.9375,2013-10-27 19:00:00,1,1,2 646 | 302,30.78571429,2013-10-27 20:00:00,1,1,2 647 | 302,33.86666667,2013-10-27 21:00:00,1,1,2 648 | 302,33.93333333,2013-10-27 22:00:00,1,1,2 649 | 302,34,2013-10-27 23:00:00,1,1,2 650 | 302,34.13333333,2013-10-28 00:00:00,1,1,1 651 | 302,35.53333333,2013-10-28 01:00:00,1,1,1 652 | 302,35.86666667,2013-10-28 02:00:00,1,1,1 653 | 302,35.46666667,2013-10-28 03:00:00,1,1,1 654 | 302,35.9375,2013-10-28 04:00:00,1,1,1 655 | 302,38,2013-10-28 05:00:00,1,1,1 656 | 302,38.53333333,2013-10-28 06:00:00,1,1,1 657 | 302,29.6,2013-10-28 07:00:00,1,1,1 658 | 302,17.1875,2013-10-28 08:00:00,1,1,1 659 | 302,19.2,2013-10-28 09:00:00,1,1,1 660 | 302,24.64285714,2013-10-28 10:00:00,1,1,1 661 | 302,25.73333333,2013-10-28 11:00:00,1,1,1 662 | 302,31.06666667,2013-10-28 12:00:00,1,1,1 663 | 302,29.46666667,2013-10-28 13:00:00,1,1,1 664 | 302,23.92857143,2013-10-28 14:00:00,1,1,1 665 | 302,24.66666667,2013-10-28 15:00:00,1,1,1 666 | 302,20.4375,2013-10-28 16:00:00,1,1,1 667 | 302,20.92307692,2013-10-28 17:00:00,1,1,1 668 | 302,19.8,2013-10-28 18:00:00,1,1,1 669 | 302,30.07142857,2013-10-28 19:00:00,1,1,1 670 | 302,27.875,2013-10-28 20:00:00,1,1,1 671 | 302,26.85714286,2013-10-28 21:00:00,1,1,1 672 | 302,34.75,2013-10-28 22:00:00,1,1,1 673 | 302,38,2013-10-28 23:00:00,1,1,1 674 | 302,37.66666667,2013-10-29 00:00:00,1,1,1 675 | 302,38.2,2013-10-29 01:00:00,1,1,1 676 | 302,39,2013-10-29 02:00:00,1,1,1 677 | 302,39.07142857,2013-10-29 03:00:00,1,1,1 678 | 302,39,2013-10-29 04:00:00,1,1,1 679 | 302,39,2013-10-29 05:00:00,1,1,1 680 | 302,39.06666667,2013-10-29 06:00:00,1,1,1 681 | 302,35.93333333,2013-10-29 07:00:00,1,1,1 682 | 302,21.2,2013-10-29 08:00:00,1,1,1 683 | 302,28.46666667,2013-10-29 09:00:00,1,1,1 684 | 302,32,2013-10-29 10:00:00,1,1,1 685 | 302,33.4375,2013-10-29 11:00:00,1,1,1 686 | 302,34.28571429,2013-10-29 12:00:00,1,1,1 687 | 302,37.42857143,2013-10-29 13:00:00,1,1,1 688 | 302,33.71428571,2013-10-29 14:00:00,1,1,1 689 | 302,26,2013-10-29 15:00:00,1,1,1 690 | 302,22.625,2013-10-29 16:00:00,1,1,1 691 | 302,25.46153846,2013-10-29 17:00:00,1,1,1 692 | 302,26.13333333,2013-10-29 18:00:00,1,1,1 693 | 302,31.3125,2013-10-29 19:00:00,1,1,1 694 | 302,32.92857143,2013-10-29 20:00:00,1,1,1 695 | 302,32.86666667,2013-10-29 21:00:00,1,1,1 696 | 302,33,2013-10-29 22:00:00,1,1,1 697 | 302,33,2013-10-29 23:00:00,1,1,1 698 | 302,33,2013-10-30 00:00:00,1,1,1 699 | 302,33,2013-10-30 01:00:00,1,1,1 700 | 302,33,2013-10-30 02:00:00,1,1,1 701 | 302,33,2013-10-30 03:00:00,1,1,1 702 | 302,33,2013-10-30 04:00:00,1,1,1 703 | 302,33,2013-10-30 05:00:00,1,1,1 704 | 302,33,2013-10-30 06:00:00,1,1,1 705 | 302,32.5,2013-10-30 07:00:00,1,1,1 706 | 302,24.85714286,2013-10-30 08:00:00,1,1,1 707 | 302,29.6,2013-10-30 09:00:00,1,1,1 708 | 302,33.92857143,2013-10-30 10:00:00,1,1,1 709 | 302,35,2013-10-30 11:00:00,1,1,1 710 | 302,35,2013-10-30 12:00:00,1,1,1 711 | 302,35,2013-10-30 13:00:00,1,1,1 712 | 302,34.8125,2013-10-30 14:00:00,1,1,1 713 | 302,32.42857143,2013-10-30 15:00:00,1,1,1 714 | 302,30.6,2013-10-30 16:00:00,1,1,1 715 | 302,20.0625,2013-10-30 17:00:00,1,1,1 716 | 302,24.75,2013-10-30 18:00:00,1,1,1 717 | 302,32.64285714,2013-10-30 19:00:00,1,1,1 718 | 302,33,2013-10-30 20:00:00,1,1,1 719 | 302,32.42857143,2013-10-30 21:00:00,1,1,1 720 | 302,33,2013-10-30 22:00:00,1,1,1 721 | 302,33,2013-10-30 23:00:00,1,1,1 722 | 302,33.06666667,2013-10-31 00:00:00,2,1,1 723 | 302,33.13333333,2013-10-31 01:00:00,2,1,1 724 | 302,34,2013-10-31 02:00:00,2,1,1 725 | 302,34,2013-10-31 03:00:00,2,1,1 726 | 302,34,2013-10-31 04:00:00,2,1,1 727 | 302,34.1875,2013-10-31 05:00:00,2,1,1 728 | 302,35.33333333,2013-10-31 06:00:00,2,1,1 729 | 302,30.78571429,2013-10-31 07:00:00,2,1,1 730 | 302,23.53333333,2013-10-31 08:00:00,2,1,1 731 | 302,28.57142857,2013-10-31 09:00:00,2,1,1 732 | 302,32.875,2013-10-31 10:00:00,2,1,1 733 | 302,34,2013-10-31 11:00:00,2,1,1 734 | 302,34.06666667,2013-10-31 12:00:00,2,1,1 735 | 302,33.5,2013-10-31 13:00:00,2,1,1 736 | 302,32.86666667,2013-10-31 14:00:00,2,1,1 737 | 302,29.1875,2013-10-31 15:00:00,2,1,1 738 | 302,27.92857143,2013-10-31 16:00:00,2,1,1 739 | 302,21.6,2013-10-31 17:00:00,2,1,1 740 | 302,19.1875,2013-10-31 18:00:00,2,1,1 741 | 302,31.5,2013-10-31 19:00:00,2,1,1 742 | 302,32.625,2013-10-31 20:00:00,2,1,1 743 | 302,32.57142857,2013-10-31 21:00:00,2,1,1 744 | 302,33,2013-10-31 22:00:00,2,1,1 745 | 302,33.64285714,2013-10-31 23:00:00,2,1,1 746 | 302,34,2013-11-01 00:00:00,1,1,1 747 | 302,34,2013-11-01 01:00:00,1,1,1 748 | 302,34,2013-11-01 02:00:00,1,1,1 749 | 302,34,2013-11-01 03:00:00,1,1,1 750 | 302,34,2013-11-01 04:00:00,1,1,1 751 | 302,34,2013-11-01 05:00:00,1,1,1 752 | 302,34,2013-11-01 06:00:00,1,1,1 753 | 302,31.66666667,2013-11-01 07:00:00,1,1,1 754 | 302,25.93333333,2013-11-01 08:00:00,1,1,1 755 | 302,31.06666667,2013-11-01 09:00:00,1,1,1 756 | 302,34.5,2013-11-01 10:00:00,1,1,1 757 | 302,34.73333333,2013-11-01 11:00:00,1,1,1 758 | 302,33.93333333,2013-11-01 12:00:00,1,1,1 759 | 302,34.4,2013-11-01 13:00:00,1,1,1 760 | 302,31.66666667,2013-11-01 14:00:00,1,1,1 761 | 302,20,2013-11-01 15:00:00,1,1,1 762 | 302,22.3125,2013-11-01 16:00:00,1,1,1 763 | 302,20.8,2013-11-01 17:00:00,1,1,1 764 | 302,24.57142857,2013-11-01 18:00:00,1,1,1 765 | 302,31.73333333,2013-11-01 19:00:00,1,1,1 766 | 302,31,2013-11-01 20:00:00,1,1,1 767 | 302,31.93333333,2013-11-01 21:00:00,1,1,1 768 | 302,32.73333333,2013-11-01 22:00:00,1,1,1 769 | 302,33,2013-11-01 23:00:00,1,1,1 770 | 302,32.93333333,2013-11-02 00:00:00,2,1,2 771 | 302,33,2013-11-02 01:00:00,2,1,2 772 | 302,33,2013-11-02 02:00:00,2,1,2 773 | 302,33,2013-11-02 03:00:00,2,1,2 774 | 302,33,2013-11-02 04:00:00,2,1,2 775 | 302,33.53333333,2013-11-02 05:00:00,2,1,2 776 | 302,34,2013-11-02 06:00:00,2,1,2 777 | 302,33.93333333,2013-11-02 07:00:00,2,1,2 778 | 302,33.33333333,2013-11-02 08:00:00,2,1,2 779 | 302,32.2,2013-11-02 09:00:00,2,1,2 780 | 302,30.14285714,2013-11-02 10:00:00,2,1,2 781 | 302,31.33333333,2013-11-02 11:00:00,2,1,2 782 | 302,32.4375,2013-11-02 12:00:00,2,1,2 783 | 302,32.28571429,2013-11-02 13:00:00,2,1,2 784 | 302,30.86666667,2013-11-02 14:00:00,2,1,2 785 | 302,30.13333333,2013-11-02 15:00:00,2,1,2 786 | 302,26.93333333,2013-11-02 16:00:00,2,1,2 787 | 302,27.21428571,2013-11-02 17:00:00,2,1,2 788 | 302,30.75,2013-11-02 18:00:00,2,1,2 789 | 302,32,2013-11-02 19:00:00,2,1,2 790 | 302,27.75,2013-11-02 20:00:00,2,1,2 791 | 302,24.92857143,2013-11-02 21:00:00,2,1,2 792 | 302,32,2013-11-02 22:00:00,2,1,2 793 | 302,32,2013-11-02 23:00:00,2,1,2 794 | 302,32,2013-11-03 00:00:00,2,1,2 795 | 302,32,2013-11-03 01:00:00,2,1,2 796 | 302,32,2013-11-03 02:00:00,2,1,2 797 | 302,32,2013-11-03 03:00:00,2,1,2 798 | 302,32,2013-11-03 04:00:00,2,1,2 799 | 302,32.75,2013-11-03 05:00:00,2,1,2 800 | 302,33,2013-11-03 06:00:00,2,1,2 801 | 302,33.93333333,2013-11-03 07:00:00,2,1,2 802 | 302,33.8,2013-11-03 08:00:00,2,1,2 803 | 302,33.875,2013-11-03 09:00:00,2,1,2 804 | 302,33.5,2013-11-03 10:00:00,2,1,2 805 | 302,34,2013-11-03 11:00:00,2,1,2 806 | 302,33.875,2013-11-03 12:00:00,2,1,2 807 | 302,33.66666667,2013-11-03 13:00:00,2,1,2 808 | 302,33.85714286,2013-11-03 14:00:00,2,1,2 809 | 302,34.26666667,2013-11-03 15:00:00,2,1,2 810 | 302,32.375,2013-11-03 16:00:00,2,1,2 811 | 302,27.33333333,2013-11-03 17:00:00,2,1,2 812 | 302,33.14285714,2013-11-03 18:00:00,2,1,2 813 | 302,34,2013-11-03 19:00:00,2,1,2 814 | 302,33.71428571,2013-11-03 20:00:00,2,1,2 815 | 302,32.57142857,2013-11-03 21:00:00,2,1,2 816 | 302,34,2013-11-03 22:00:00,2,1,2 817 | 302,34,2013-11-03 23:00:00,2,1,2 818 | 302,34,2013-11-04 00:00:00,1,1,1 819 | 302,34,2013-11-04 01:00:00,1,1,1 820 | 302,34,2013-11-04 02:00:00,1,1,1 821 | 302,34.6,2013-11-04 03:00:00,1,1,1 822 | 302,35,2013-11-04 04:00:00,1,1,1 823 | 302,35,2013-11-04 05:00:00,1,1,1 824 | 302,34.6875,2013-11-04 06:00:00,1,1,1 825 | 302,33.33333333,2013-11-04 07:00:00,1,1,1 826 | 302,28,2013-11-04 08:00:00,1,1,1 827 | 302,32.85714286,2013-11-04 09:00:00,1,1,1 828 | 302,35.1875,2013-11-04 10:00:00,1,1,1 829 | 302,35.85714286,2013-11-04 11:00:00,1,1,1 830 | 302,35.6875,2013-11-04 12:00:00,1,1,1 831 | 302,35,2013-11-04 13:00:00,1,1,1 832 | 302,35.06666667,2013-11-04 14:00:00,1,1,1 833 | 302,34.21428571,2013-11-04 15:00:00,1,1,1 834 | 302,29.26666667,2013-11-04 16:00:00,1,1,1 835 | 302,25.4,2013-11-04 17:00:00,1,1,1 836 | 302,23,2013-11-04 18:00:00,1,1,1 837 | 302,33.13333333,2013-11-04 19:00:00,1,1,1 838 | 302,34,2013-11-04 20:00:00,1,1,1 839 | 302,34,2013-11-04 21:00:00,1,1,1 840 | 302,34,2013-11-04 22:00:00,1,1,1 841 | 302,34,2013-11-04 23:00:00,1,1,1 842 | 302,33.9375,2013-11-05 00:00:00,1,1,1 843 | 302,33.92857143,2013-11-05 01:00:00,1,1,1 844 | 302,34,2013-11-05 02:00:00,1,1,1 845 | 302,33.93333333,2013-11-05 03:00:00,1,1,1 846 | 302,34,2013-11-05 04:00:00,1,1,1 847 | 302,34.5,2013-11-05 05:00:00,1,1,1 848 | 302,35,2013-11-05 06:00:00,1,1,1 849 | 302,33.64285714,2013-11-05 07:00:00,1,1,1 850 | 302,26.92857143,2013-11-05 08:00:00,1,1,1 851 | 302,33.8,2013-11-05 09:00:00,1,1,1 852 | 302,33.6875,2013-11-05 10:00:00,1,1,1 853 | 302,33.64285714,2013-11-05 11:00:00,1,1,1 854 | 302,33.86666667,2013-11-05 12:00:00,1,1,1 855 | 302,33.46666667,2013-11-05 13:00:00,1,1,1 856 | 302,32.92857143,2013-11-05 14:00:00,1,1,1 857 | 302,33.8125,2013-11-05 15:00:00,1,1,1 858 | 302,27.64285714,2013-11-05 16:00:00,1,1,1 859 | 302,25.26666667,2013-11-05 17:00:00,1,1,1 860 | 302,17.0625,2013-11-05 18:00:00,1,1,1 861 | 302,27.46666667,2013-11-05 19:00:00,1,1,1 862 | 302,32.5,2013-11-05 20:00:00,1,1,1 863 | 302,33,2013-11-05 21:00:00,1,1,1 864 | 302,32.66666667,2013-11-05 22:00:00,1,1,1 865 | 302,33,2013-11-05 23:00:00,1,1,1 866 | 302,33,2013-11-06 00:00:00,1,1,1 867 | 302,33,2013-11-06 01:00:00,1,1,1 868 | 302,32.93333333,2013-11-06 02:00:00,1,1,1 869 | 302,33,2013-11-06 03:00:00,1,1,1 870 | 302,33,2013-11-06 04:00:00,1,1,1 871 | 302,34.2,2013-11-06 05:00:00,1,1,1 872 | 302,34.73333333,2013-11-06 06:00:00,1,1,1 873 | 302,33.33333333,2013-11-06 07:00:00,1,1,1 874 | 302,25.33333333,2013-11-06 08:00:00,1,1,1 875 | 302,25.3125,2013-11-06 09:00:00,1,1,1 876 | 302,34.21428571,2013-11-06 10:00:00,1,1,1 877 | 302,34.2,2013-11-06 11:00:00,1,1,1 878 | 302,34.46666667,2013-11-06 12:00:00,1,1,1 879 | 302,35,2013-11-06 13:00:00,1,1,1 880 | 302,33.46666667,2013-11-06 14:00:00,1,1,1 881 | 302,32.06666667,2013-11-06 15:00:00,1,1,1 882 | 302,23.6,2013-11-06 16:00:00,1,1,1 883 | 302,21,2013-11-06 17:00:00,1,1,1 884 | 302,24.73333333,2013-11-06 18:00:00,1,1,1 885 | 302,33.06666667,2013-11-06 19:00:00,1,1,1 886 | 302,34,2013-11-06 20:00:00,1,1,1 887 | 302,34,2013-11-06 21:00:00,1,1,1 888 | 302,34,2013-11-06 22:00:00,1,1,1 889 | 302,34,2013-11-06 23:00:00,1,1,1 890 | 302,33.93333333,2013-11-07 00:00:00,1,1,1 891 | 302,34,2013-11-07 01:00:00,1,1,1 892 | 302,34,2013-11-07 02:00:00,1,1,1 893 | 302,34,2013-11-07 03:00:00,1,1,1 894 | 302,34,2013-11-07 04:00:00,1,1,1 895 | 302,34,2013-11-07 05:00:00,1,1,1 896 | 302,33.93333333,2013-11-07 06:00:00,1,1,1 897 | 302,33.61538462,2013-11-07 07:00:00,1,1,1 898 | 302,25.33333333,2013-11-07 08:00:00,1,1,1 899 | 302,33.0625,2013-11-07 09:00:00,1,1,1 900 | 302,33.14285714,2013-11-07 10:00:00,1,1,1 901 | 302,34.4,2013-11-07 11:00:00,1,1,1 902 | 302,35,2013-11-07 12:00:00,1,1,1 903 | 302,35,2013-11-07 13:00:00,1,1,1 904 | 302,34.33333333,2013-11-07 14:00:00,1,1,1 905 | 302,32.8125,2013-11-07 15:00:00,1,1,1 906 | 302,30.28571429,2013-11-07 16:00:00,1,1,1 907 | 302,22.93333333,2013-11-07 17:00:00,1,1,1 908 | 302,23.6,2013-11-07 18:00:00,1,1,1 909 | 302,30.26666667,2013-11-07 19:00:00,1,1,1 910 | 302,32.8,2013-11-07 20:00:00,1,1,1 911 | 302,33,2013-11-07 21:00:00,1,1,1 912 | 302,32.9375,2013-11-07 22:00:00,1,1,1 913 | 302,33,2013-11-07 23:00:00,1,1,1 914 | 302,33,2013-11-08 00:00:00,1,1,1 915 | 302,33,2013-11-08 01:00:00,1,1,1 916 | 302,33,2013-11-08 02:00:00,1,1,1 917 | 302,32.71428571,2013-11-08 03:00:00,1,1,1 918 | 302,33.33333333,2013-11-08 04:00:00,1,1,1 919 | 302,34.75,2013-11-08 05:00:00,1,1,1 920 | 302,34.85714286,2013-11-08 06:00:00,1,1,1 921 | 302,32.73333333,2013-11-08 07:00:00,1,1,1 922 | 302,28.13333333,2013-11-08 08:00:00,1,1,1 923 | 302,22.07142857,2013-11-08 09:00:00,1,1,1 924 | 302,29,2013-11-08 10:00:00,1,1,1 925 | 302,36,2013-11-08 11:00:00,1,1,1 926 | 302,37.06666667,2013-11-08 12:00:00,1,1,1 927 | 302,37.86666667,2013-11-08 13:00:00,1,1,1 928 | 302,32.9375,2013-11-08 14:00:00,1,1,1 929 | 302,29.28571429,2013-11-08 15:00:00,1,1,1 930 | 302,31.6875,2013-11-08 16:00:00,1,1,1 931 | 302,22.8,2013-11-08 17:00:00,1,1,1 932 | 302,20.6,2013-11-08 18:00:00,1,1,1 933 | 302,31.64285714,2013-11-08 19:00:00,1,1,1 934 | 302,32.75,2013-11-08 20:00:00,1,1,1 935 | 302,32.13333333,2013-11-08 21:00:00,1,1,1 936 | 302,33,2013-11-08 22:00:00,1,1,1 937 | 302,33,2013-11-08 23:00:00,1,1,1 938 | 302,33.06666667,2013-11-09 00:00:00,1,1,2 939 | 302,33,2013-11-09 01:00:00,1,1,2 940 | 302,33,2013-11-09 02:00:00,1,1,2 941 | 302,33.4,2013-11-09 03:00:00,1,1,2 942 | 302,35.71428571,2013-11-09 04:00:00,1,1,2 943 | 302,36,2013-11-09 05:00:00,1,1,2 944 | 302,36,2013-11-09 06:00:00,1,1,2 945 | 302,36,2013-11-09 07:00:00,1,1,2 946 | 302,34.14285714,2013-11-09 08:00:00,1,1,2 947 | 302,33.73333333,2013-11-09 09:00:00,1,1,2 948 | 302,33.1875,2013-11-09 10:00:00,1,1,2 949 | 302,33.73333333,2013-11-09 11:00:00,1,1,2 950 | 302,34,2013-11-09 12:00:00,1,1,2 951 | 302,34.35714286,2013-11-09 13:00:00,1,1,2 952 | 302,32.4,2013-11-09 14:00:00,1,1,2 953 | 302,30.46666667,2013-11-09 15:00:00,1,1,2 954 | 302,29.125,2013-11-09 16:00:00,1,1,2 955 | 302,25.5,2013-11-09 17:00:00,1,1,2 956 | 302,25.66666667,2013-11-09 18:00:00,1,1,2 957 | 302,34,2013-11-09 19:00:00,1,1,2 958 | 302,31.6,2013-11-09 20:00:00,1,1,2 959 | 302,32.86666667,2013-11-09 21:00:00,1,1,2 960 | 302,33.5,2013-11-09 22:00:00,1,1,2 961 | 302,34,2013-11-09 23:00:00,1,1,2 962 | 302,34,2013-11-10 00:00:00,2,1,2 963 | 302,34.6,2013-11-10 01:00:00,2,1,2 964 | 302,35,2013-11-10 02:00:00,2,1,2 965 | 302,35,2013-11-10 03:00:00,2,1,2 966 | 302,35,2013-11-10 04:00:00,2,1,2 967 | 302,35,2013-11-10 05:00:00,2,1,2 968 | 302,34.73333333,2013-11-10 06:00:00,2,1,2 969 | 302,36,2013-11-10 07:00:00,2,1,2 970 | 302,35.13333333,2013-11-10 08:00:00,2,1,2 971 | 302,35.375,2013-11-10 09:00:00,2,1,2 972 | 302,35.42857143,2013-11-10 10:00:00,2,1,2 973 | 302,35.4,2013-11-10 11:00:00,2,1,2 974 | 302,35.5,2013-11-10 12:00:00,2,1,2 975 | 302,36.38461538,2013-11-10 13:00:00,2,1,2 976 | 302,36.875,2013-11-10 14:00:00,2,1,2 977 | 302,32.35714286,2013-11-10 15:00:00,2,1,2 978 | 302,29.66666667,2013-11-10 16:00:00,2,1,2 979 | 302,25.8,2013-11-10 17:00:00,2,1,2 980 | 302,27,2013-11-10 18:00:00,2,1,2 981 | 302,30.75,2013-11-10 19:00:00,2,1,2 982 | 302,28.86666667,2013-11-10 20:00:00,2,1,2 983 | 302,31,2013-11-10 21:00:00,2,1,2 984 | 302,31.46666667,2013-11-10 22:00:00,2,1,2 985 | 302,32,2013-11-10 23:00:00,2,1,2 986 | 302,32.06666667,2013-11-11 00:00:00,2,1,1 987 | 302,32,2013-11-11 01:00:00,2,1,1 988 | 302,32,2013-11-11 02:00:00,2,1,1 989 | 302,32,2013-11-11 03:00:00,2,1,1 990 | 302,32,2013-11-11 04:00:00,2,1,1 991 | 302,32,2013-11-11 05:00:00,2,1,1 992 | 302,32.625,2013-11-11 06:00:00,2,1,1 993 | 302,30.21428571,2013-11-11 07:00:00,2,1,1 994 | 302,26.07142857,2013-11-11 08:00:00,2,1,1 995 | 302,33.8125,2013-11-11 09:00:00,2,1,1 996 | 302,34.07142857,2013-11-11 10:00:00,2,1,1 997 | 302,35,2013-11-11 11:00:00,2,1,1 998 | 302,35,2013-11-11 12:00:00,2,1,1 999 | 302,34.14285714,2013-11-11 13:00:00,2,1,1 1000 | 302,35.8,2013-11-11 14:00:00,2,1,1 1001 | 302,34.53333333,2013-11-11 15:00:00,2,1,1 1002 | 302,27.26666667,2013-11-11 16:00:00,2,1,1 1003 | 302,24.13333333,2013-11-11 17:00:00,2,1,1 1004 | 302,23.8125,2013-11-11 18:00:00,2,1,1 1005 | 302,33,2013-11-11 19:00:00,2,1,1 1006 | 302,32.92857143,2013-11-11 20:00:00,2,1,1 1007 | 302,32.93333333,2013-11-11 21:00:00,2,1,1 1008 | 302,33,2013-11-11 22:00:00,2,1,1 1009 | 302,33,2013-11-11 23:00:00,2,1,1 1010 | 302,33,2013-11-12 00:00:00,2,1,1 1011 | 302,33,2013-11-12 01:00:00,2,1,1 1012 | 302,33,2013-11-12 02:00:00,2,1,1 1013 | 302,33,2013-11-12 03:00:00,2,1,1 1014 | 302,33.6,2013-11-12 04:00:00,2,1,1 1015 | 302,35,2013-11-12 05:00:00,2,1,1 1016 | 302,35.13333333,2013-11-12 06:00:00,2,1,1 1017 | 302,32.14285714,2013-11-12 07:00:00,2,1,1 1018 | 302,22.4,2013-11-12 08:00:00,2,1,1 1019 | 302,16,2013-11-12 09:00:00,2,1,1 1020 | 302,32,2013-11-12 10:00:00,2,1,1 1021 | 302,28.53333333,2013-11-12 11:00:00,2,1,1 1022 | 302,33.92857143,2013-11-12 12:00:00,2,1,1 1023 | 302,31.53333333,2013-11-12 13:00:00,2,1,1 1024 | 302,27.25,2013-11-12 14:00:00,2,1,1 1025 | 302,23.93333333,2013-11-12 15:00:00,2,1,1 1026 | 302,22.5,2013-11-12 16:00:00,2,1,1 1027 | 302,19.46666667,2013-11-12 17:00:00,2,1,1 1028 | 302,16.14285714,2013-11-12 18:00:00,2,1,1 1029 | 302,31.53333333,2013-11-12 19:00:00,2,1,1 1030 | 302,32.86666667,2013-11-12 20:00:00,2,1,1 1031 | 302,33,2013-11-12 21:00:00,2,1,1 1032 | 302,33,2013-11-12 22:00:00,2,1,1 1033 | 302,33,2013-11-12 23:00:00,2,1,1 1034 | 302,33,2013-11-13 00:00:00,2,1,1 1035 | 302,33,2013-11-13 01:00:00,2,1,1 1036 | 302,33.92857143,2013-11-13 02:00:00,2,1,1 1037 | 302,34,2013-11-13 03:00:00,2,1,1 1038 | 302,34,2013-11-13 04:00:00,2,1,1 1039 | 302,34.71428571,2013-11-13 05:00:00,2,1,1 1040 | 302,35.26666667,2013-11-13 06:00:00,2,1,1 1041 | 302,33.35714286,2013-11-13 07:00:00,2,1,1 1042 | 302,19.86666667,2013-11-13 08:00:00,2,1,1 1043 | 302,30.2,2013-11-13 09:00:00,2,1,1 1044 | 302,35.06666667,2013-11-13 10:00:00,2,1,1 1045 | 302,35,2013-11-13 11:00:00,2,1,1 1046 | 302,34.93333333,2013-11-13 12:00:00,2,1,1 1047 | 302,34.33333333,2013-11-13 13:00:00,2,1,1 1048 | 302,34.6,2013-11-13 14:00:00,2,1,1 1049 | 302,32.2,2013-11-13 15:00:00,2,1,1 1050 | 302,23.21428571,2013-11-13 16:00:00,2,1,1 1051 | 302,21.2,2013-11-13 17:00:00,2,1,1 1052 | 302,21.46666667,2013-11-13 18:00:00,2,1,1 1053 | 302,30.8,2013-11-13 19:00:00,2,1,1 1054 | 302,31.33333333,2013-11-13 20:00:00,2,1,1 1055 | 302,31.33333333,2013-11-13 21:00:00,2,1,1 1056 | 302,32,2013-11-13 22:00:00,2,1,1 1057 | 302,32,2013-11-13 23:00:00,2,1,1 1058 | 302,32,2013-11-14 00:00:00,3,1,1 1059 | 302,32,2013-11-14 01:00:00,3,1,1 1060 | 302,31.92307692,2013-11-14 02:00:00,3,1,1 1061 | 302,33,2013-11-14 03:00:00,3,1,1 1062 | 302,32.9375,2013-11-14 04:00:00,3,1,1 1063 | 302,33,2013-11-14 05:00:00,3,1,1 1064 | 302,33.6,2013-11-14 06:00:00,3,1,1 1065 | 302,31.8,2013-11-14 07:00:00,3,1,1 1066 | 302,25.86666667,2013-11-14 08:00:00,3,1,1 1067 | 302,27.4375,2013-11-14 09:00:00,3,1,1 1068 | 302,30.28571429,2013-11-14 10:00:00,3,1,1 1069 | 302,31.06666667,2013-11-14 11:00:00,3,1,1 1070 | 302,32.86666667,2013-11-14 12:00:00,3,1,1 1071 | 302,32.73333333,2013-11-14 13:00:00,3,1,1 1072 | 302,29.13333333,2013-11-14 14:00:00,3,1,1 1073 | 302,26.26666667,2013-11-14 15:00:00,3,1,1 1074 | 302,20.5,2013-11-14 16:00:00,3,1,1 1075 | 302,21.53333333,2013-11-14 17:00:00,3,1,1 1076 | 302,22.85714286,2013-11-14 18:00:00,3,1,1 1077 | 302,29.26666667,2013-11-14 19:00:00,3,1,1 1078 | 302,31.93333333,2013-11-14 20:00:00,3,1,1 1079 | 302,32,2013-11-14 21:00:00,3,1,1 1080 | 302,32,2013-11-14 22:00:00,3,1,1 1081 | 302,32,2013-11-14 23:00:00,3,1,1 1082 | 302,32.06666667,2013-11-15 00:00:00,1,1,1 1083 | 302,32,2013-11-15 01:00:00,1,1,1 1084 | 302,32,2013-11-15 02:00:00,1,1,1 1085 | 302,32.35714286,2013-11-15 03:00:00,1,1,1 1086 | 302,31.93333333,2013-11-15 04:00:00,1,1,1 1087 | 302,32.33333333,2013-11-15 05:00:00,1,1,1 1088 | 302,32.6,2013-11-15 06:00:00,1,1,1 1089 | 302,30.06666667,2013-11-15 07:00:00,1,1,1 1090 | 302,26.33333333,2013-11-15 08:00:00,1,1,1 1091 | 302,32.2,2013-11-15 09:00:00,1,1,1 1092 | 302,33.06666667,2013-11-15 10:00:00,1,1,1 1093 | 302,33.21428571,2013-11-15 11:00:00,1,1,1 1094 | 302,33.53333333,2013-11-15 12:00:00,1,1,1 1095 | 302,32.46666667,2013-11-15 13:00:00,1,1,1 1096 | 302,29.93333333,2013-11-15 14:00:00,1,1,1 1097 | 302,27.6875,2013-11-15 15:00:00,1,1,1 1098 | 302,25.21428571,2013-11-15 16:00:00,1,1,1 1099 | 302,20.8125,2013-11-15 17:00:00,1,1,1 1100 | 302,15.78571429,2013-11-15 18:00:00,1,1,1 1101 | 302,20.6,2013-11-15 19:00:00,1,1,1 1102 | 302,27.93333333,2013-11-15 20:00:00,1,1,1 1103 | 302,28.4375,2013-11-15 21:00:00,1,1,1 1104 | 302,32.73333333,2013-11-15 22:00:00,1,1,1 1105 | 302,33,2013-11-15 23:00:00,1,1,1 1106 | 302,33.0625,2013-11-16 00:00:00,1,1,2 1107 | 302,33,2013-11-16 01:00:00,1,1,2 1108 | 302,33,2013-11-16 02:00:00,1,1,2 1109 | 302,33,2013-11-16 03:00:00,1,1,2 1110 | 302,33.6,2013-11-16 04:00:00,1,1,2 1111 | 302,33.8,2013-11-16 05:00:00,1,1,2 1112 | 302,33.875,2013-11-16 06:00:00,1,1,2 1113 | 302,34,2013-11-16 07:00:00,1,1,2 1114 | 302,33.33333333,2013-11-16 08:00:00,1,1,2 1115 | 302,33.4,2013-11-16 09:00:00,1,1,2 1116 | 302,33.2,2013-11-16 10:00:00,1,1,2 1117 | 302,32.28571429,2013-11-16 11:00:00,1,1,2 1118 | 302,34.5625,2013-11-16 12:00:00,1,1,2 1119 | 302,30.71428571,2013-11-16 13:00:00,1,1,2 1120 | 302,30,2013-11-16 14:00:00,1,1,2 1121 | 302,28,2013-11-16 15:00:00,1,1,2 1122 | 302,29.23076923,2013-11-16 16:00:00,1,1,2 1123 | 302,29.26666667,2013-11-16 17:00:00,1,1,2 1124 | 302,32,2013-11-16 18:00:00,1,1,2 1125 | 302,32.8,2013-11-16 19:00:00,1,1,2 1126 | 302,31,2013-11-16 20:00:00,1,1,2 1127 | 302,30.9375,2013-11-16 21:00:00,1,1,2 1128 | 302,32.26666667,2013-11-16 22:00:00,1,1,2 1129 | 302,33.78571429,2013-11-16 23:00:00,1,1,2 1130 | 302,34,2013-11-17 00:00:00,1,1,2 1131 | 302,34,2013-11-17 01:00:00,1,1,2 1132 | 302,34,2013-11-17 02:00:00,1,1,2 1133 | 302,34,2013-11-17 03:00:00,1,1,2 1134 | 302,33.875,2013-11-17 04:00:00,1,1,2 1135 | 302,34,2013-11-17 05:00:00,1,1,2 1136 | 302,34.71428571,2013-11-17 06:00:00,1,1,2 1137 | 302,35,2013-11-17 07:00:00,1,1,2 1138 | 302,35,2013-11-17 08:00:00,1,1,2 1139 | 302,33.92857143,2013-11-17 09:00:00,1,1,2 1140 | 302,33.86666667,2013-11-17 10:00:00,1,1,2 1141 | 302,33.33333333,2013-11-17 11:00:00,1,1,2 1142 | 302,33.73333333,2013-11-17 12:00:00,1,1,2 1143 | 302,32.13333333,2013-11-17 13:00:00,1,1,2 1144 | 302,33.66666667,2013-11-17 14:00:00,1,1,2 1145 | 302,30.71428571,2013-11-17 15:00:00,1,1,2 1146 | 302,31.33333333,2013-11-17 16:00:00,1,1,2 1147 | 302,30.53333333,2013-11-17 17:00:00,1,1,2 1148 | 302,29.06666667,2013-11-17 18:00:00,1,1,2 1149 | 302,33,2013-11-17 19:00:00,1,1,2 1150 | 302,33,2013-11-17 20:00:00,1,1,2 1151 | 302,33,2013-11-17 21:00:00,1,1,2 1152 | 302,33,2013-11-17 22:00:00,1,1,2 1153 | 302,33,2013-11-17 23:00:00,1,1,2 1154 | 302,33,2013-11-18 00:00:00,1,1,1 1155 | 302,33,2013-11-18 01:00:00,1,1,1 1156 | 302,33,2013-11-18 02:00:00,1,1,1 1157 | 302,33.8,2013-11-18 03:00:00,1,1,1 1158 | 302,34,2013-11-18 04:00:00,1,1,1 1159 | 302,34,2013-11-18 05:00:00,1,1,1 1160 | 302,34,2013-11-18 06:00:00,1,1,1 1161 | 302,30.2,2013-11-18 07:00:00,1,1,1 1162 | 302,25.33333333,2013-11-18 08:00:00,1,1,1 1163 | 302,30.1875,2013-11-18 09:00:00,1,1,1 1164 | 302,32.57142857,2013-11-18 10:00:00,1,1,1 1165 | 302,32.13333333,2013-11-18 11:00:00,1,1,1 1166 | 302,33,2013-11-18 12:00:00,1,1,1 1167 | 302,32.6,2013-11-18 13:00:00,1,1,1 1168 | 302,30.26666667,2013-11-18 14:00:00,1,1,1 1169 | 302,26.42857143,2013-11-18 15:00:00,1,1,1 1170 | 302,30.25,2013-11-18 16:00:00,1,1,1 1171 | 302,26.5,2013-11-18 17:00:00,1,1,1 1172 | 302,20.73333333,2013-11-18 18:00:00,1,1,1 1173 | 302,28.8,2013-11-18 19:00:00,1,1,1 1174 | 302,32,2013-11-18 20:00:00,1,1,1 1175 | 302,32.23076923,2013-11-18 21:00:00,1,1,1 1176 | 302,33,2013-11-18 22:00:00,1,1,1 1177 | 302,33,2013-11-18 23:00:00,1,1,1 1178 | 302,33.46666667,2013-11-19 00:00:00,1,1,1 1179 | 302,33,2013-11-19 01:00:00,1,1,1 1180 | 302,33,2013-11-19 02:00:00,1,1,1 1181 | 302,32.64285714,2013-11-19 03:00:00,1,1,1 1182 | 302,34,2013-11-19 04:00:00,1,1,1 1183 | 302,34.69230769,2013-11-19 05:00:00,1,1,1 1184 | 302,35,2013-11-19 06:00:00,1,1,1 1185 | 302,33,2013-11-19 07:00:00,1,1,1 1186 | 302,29.5,2013-11-19 08:00:00,1,1,1 1187 | 302,33,2013-11-19 09:00:00,1,1,1 1188 | 302,33.8,2013-11-19 10:00:00,1,1,1 1189 | 302,29.92857143,2013-11-19 11:00:00,1,1,1 1190 | 302,35.4375,2013-11-19 12:00:00,1,1,1 1191 | 302,34.21428571,2013-11-19 13:00:00,1,1,1 1192 | 302,28.15384615,2013-11-19 14:00:00,1,1,1 1193 | 302,25,2013-11-19 15:00:00,1,1,1 1194 | 302,25,2013-11-19 16:00:00,1,1,1 1195 | 302,22,2013-11-19 17:00:00,1,1,1 1196 | 302,21.14285714,2013-11-19 18:00:00,1,1,1 1197 | 302,33.8,2013-11-19 19:00:00,1,1,1 1198 | 302,36.14285714,2013-11-19 20:00:00,1,1,1 1199 | 302,35.28571429,2013-11-19 21:00:00,1,1,1 1200 | 302,36.76923077,2013-11-19 22:00:00,1,1,1 1201 | 302,35.28571429,2013-11-19 23:00:00,1,1,1 1202 | 302,36.72727273,2013-11-20 00:00:00,1,1,1 1203 | 302,36.5,2013-11-20 01:00:00,1,1,1 1204 | 302,36.14285714,2013-11-20 02:00:00,1,1,1 1205 | 302,37.2,2013-11-20 03:00:00,1,1,1 1206 | 302,36.8,2013-11-20 04:00:00,1,1,1 1207 | 302,36.4,2013-11-20 05:00:00,1,1,1 1208 | 302,36.4,2013-11-20 06:00:00,1,1,1 1209 | 302,33.6875,2013-11-20 07:00:00,1,1,1 1210 | 302,23.28571429,2013-11-20 08:00:00,1,1,1 1211 | 302,31.86666667,2013-11-20 09:00:00,1,1,1 1212 | 302,27.21428571,2013-11-20 10:00:00,1,1,1 1213 | 302,20,2013-11-20 11:00:00,1,1,1 1214 | 302,33.14285714,2013-11-20 12:00:00,1,1,1 1215 | 302,27.84615385,2013-11-20 13:00:00,1,1,1 1216 | 302,22.71428571,2013-11-20 14:00:00,1,1,1 1217 | 302,26.8,2013-11-20 15:00:00,1,1,1 1218 | 302,20.73333333,2013-11-20 16:00:00,1,1,1 1219 | 302,14.5,2013-11-20 17:00:00,1,1,1 1220 | 302,19.78571429,2013-11-20 18:00:00,1,1,1 1221 | 302,31.8,2013-11-20 19:00:00,1,1,1 1222 | 302,33.13333333,2013-11-20 20:00:00,1,1,1 1223 | 302,33.42857143,2013-11-20 21:00:00,1,1,1 1224 | 302,33.35714286,2013-11-20 22:00:00,1,1,1 1225 | 302,33.28571429,2013-11-20 23:00:00,1,1,1 1226 | 302,33.46153846,2013-11-21 00:00:00,1,1,1 1227 | 302,33.5,2013-11-21 01:00:00,1,1,1 1228 | 302,33.30769231,2013-11-21 02:00:00,1,1,1 1229 | 302,33.46153846,2013-11-21 03:00:00,1,1,1 1230 | 302,33.92857143,2013-11-21 04:00:00,1,1,1 1231 | 302,33.33333333,2013-11-21 05:00:00,1,1,1 1232 | 302,33.2,2013-11-21 06:00:00,1,1,1 1233 | 302,32.46666667,2013-11-21 07:00:00,1,1,1 1234 | 302,21.86666667,2013-11-21 08:00:00,1,1,1 1235 | 302,23.14285714,2013-11-21 09:00:00,1,1,1 1236 | 302,31.93333333,2013-11-21 10:00:00,1,1,1 1237 | 302,33.375,2013-11-21 11:00:00,1,1,1 1238 | 302,33.35714286,2013-11-21 12:00:00,1,1,1 1239 | 302,32.73333333,2013-11-21 13:00:00,1,1,1 1240 | 302,32,2013-11-21 14:00:00,1,1,1 1241 | 302,27.71428571,2013-11-21 15:00:00,1,1,1 1242 | 302,19.2,2013-11-21 16:00:00,1,1,1 1243 | 302,19.25,2013-11-21 17:00:00,1,1,1 1244 | 302,23.85714286,2013-11-21 18:00:00,1,1,1 1245 | 302,32,2013-11-21 19:00:00,1,1,1 1246 | 302,31.93333333,2013-11-21 20:00:00,1,1,1 1247 | 302,31.15384615,2013-11-21 21:00:00,1,1,1 1248 | 302,33,2013-11-21 22:00:00,1,1,1 1249 | 302,33,2013-11-21 23:00:00,1,1,1 1250 | 302,33.14285714,2013-11-22 00:00:00,1,1,1 1251 | 302,33,2013-11-22 01:00:00,1,1,1 1252 | 302,33,2013-11-22 02:00:00,1,1,1 1253 | 302,33,2013-11-22 03:00:00,1,1,1 1254 | 302,33,2013-11-22 04:00:00,1,1,1 1255 | 302,33,2013-11-22 05:00:00,1,1,1 1256 | 302,33,2013-11-22 06:00:00,1,1,1 1257 | 302,29.78571429,2013-11-22 07:00:00,1,1,1 1258 | 302,25.13333333,2013-11-22 08:00:00,1,1,1 1259 | 302,28.06666667,2013-11-22 09:00:00,1,1,1 1260 | 302,32.875,2013-11-22 10:00:00,1,1,1 1261 | 302,33,2013-11-22 11:00:00,1,1,1 1262 | 302,35,2013-11-22 12:00:00,1,1,1 1263 | 302,32.61538462,2013-11-22 13:00:00,1,1,1 1264 | 302,26.53846154,2013-11-22 14:00:00,1,1,1 1265 | 302,20.64285714,2013-11-22 15:00:00,1,1,1 1266 | 302,18.93333333,2013-11-22 16:00:00,1,1,1 1267 | 302,16.78571429,2013-11-22 17:00:00,1,1,1 1268 | 302,20.66666667,2013-11-22 18:00:00,1,1,1 1269 | 302,32.46153846,2013-11-22 19:00:00,1,1,1 1270 | 302,33.4,2013-11-22 20:00:00,1,1,1 1271 | 302,34.26666667,2013-11-22 21:00:00,1,1,1 1272 | 302,34.46153846,2013-11-22 22:00:00,1,1,1 1273 | 302,34.71428571,2013-11-22 23:00:00,1,1,1 1274 | 302,34.5,2013-11-23 00:00:00,1,1,2 1275 | 302,34.53846154,2013-11-23 01:00:00,1,1,2 1276 | 302,34.4,2013-11-23 02:00:00,1,1,2 1277 | 302,35,2013-11-23 03:00:00,1,1,2 1278 | 302,35,2013-11-23 04:00:00,1,1,2 1279 | 302,35,2013-11-23 05:00:00,1,1,2 1280 | 302,35.73333333,2013-11-23 06:00:00,1,1,2 1281 | 302,36,2013-11-23 07:00:00,1,1,2 1282 | 302,36.4,2013-11-23 08:00:00,1,1,2 1283 | 302,36.33333333,2013-11-23 09:00:00,1,1,2 1284 | 302,36.1875,2013-11-23 10:00:00,1,1,2 1285 | 302,37.28571429,2013-11-23 11:00:00,1,1,2 1286 | 302,36.64285714,2013-11-23 12:00:00,1,1,2 1287 | 302,36.07692308,2013-11-23 13:00:00,1,1,2 1288 | 302,36.06666667,2013-11-23 14:00:00,1,1,2 1289 | 302,36.13333333,2013-11-23 15:00:00,1,1,2 1290 | 302,34.21428571,2013-11-23 16:00:00,1,1,2 1291 | 302,30.28571429,2013-11-23 17:00:00,1,1,2 1292 | 302,32.14285714,2013-11-23 18:00:00,1,1,2 1293 | 302,35,2013-11-23 19:00:00,1,1,2 1294 | 302,35,2013-11-23 20:00:00,1,1,2 1295 | 302,32.1875,2013-11-23 21:00:00,1,1,2 1296 | 302,35,2013-11-23 22:00:00,1,1,2 1297 | 302,35,2013-11-23 23:00:00,1,1,2 1298 | 302,34.92307692,2013-11-24 00:00:00,3,1,2 1299 | 302,35,2013-11-24 01:00:00,3,1,2 1300 | 302,35,2013-11-24 02:00:00,3,1,2 1301 | 302,35,2013-11-24 03:00:00,3,1,2 1302 | 302,35,2013-11-24 04:00:00,3,1,2 1303 | 302,35,2013-11-24 05:00:00,3,1,2 1304 | 302,35,2013-11-24 06:00:00,3,1,2 1305 | 302,35,2013-11-24 07:00:00,3,1,2 1306 | 302,35,2013-11-24 08:00:00,3,1,2 1307 | 302,34.86666667,2013-11-24 09:00:00,3,1,2 1308 | 302,34.85714286,2013-11-24 10:00:00,3,1,2 1309 | 302,35,2013-11-24 11:00:00,3,1,2 1310 | 302,35,2013-11-24 12:00:00,3,1,2 1311 | 302,34.91666667,2013-11-24 13:00:00,3,1,2 1312 | 302,32.35714286,2013-11-24 14:00:00,3,1,2 1313 | 302,32.0625,2013-11-24 15:00:00,3,1,2 1314 | 302,23.46153846,2013-11-24 16:00:00,3,1,2 1315 | 302,26.85714286,2013-11-24 17:00:00,3,1,2 1316 | 302,32.4,2013-11-24 18:00:00,3,1,2 1317 | 302,34,2013-11-24 19:00:00,3,1,2 1318 | 302,33.38461538,2013-11-24 20:00:00,3,1,2 1319 | 302,33.5,2013-11-24 21:00:00,3,1,2 1320 | 302,34,2013-11-24 22:00:00,3,1,2 1321 | 302,34,2013-11-24 23:00:00,3,1,2 1322 | 302,33.85714286,2013-11-25 00:00:00,1,1,1 1323 | 302,34,2013-11-25 01:00:00,1,1,1 1324 | 302,34,2013-11-25 02:00:00,1,1,1 1325 | 302,34,2013-11-25 03:00:00,1,1,1 1326 | 302,34,2013-11-25 04:00:00,1,1,1 1327 | 302,34,2013-11-25 05:00:00,1,1,1 1328 | 302,34.33333333,2013-11-25 06:00:00,1,1,1 1329 | 302,32.93333333,2013-11-25 07:00:00,1,1,1 1330 | 302,29.26666667,2013-11-25 08:00:00,1,1,1 1331 | 302,33.6,2013-11-25 09:00:00,1,1,1 1332 | 302,33.4,2013-11-25 10:00:00,1,1,1 1333 | 302,34,2013-11-25 11:00:00,1,1,1 1334 | 302,33.15384615,2013-11-25 12:00:00,1,1,1 1335 | 302,34.86666667,2013-11-25 13:00:00,1,1,1 1336 | 302,28.08333333,2013-11-25 14:00:00,1,1,1 1337 | 302,26.84615385,2013-11-25 15:00:00,1,1,1 1338 | 302,25.76923077,2013-11-25 16:00:00,1,1,1 1339 | 302,22.57142857,2013-11-25 17:00:00,1,1,1 1340 | 302,25.3125,2013-11-25 18:00:00,1,1,1 1341 | 302,30.78571429,2013-11-25 19:00:00,1,1,1 1342 | 302,32.21428571,2013-11-25 20:00:00,1,1,1 1343 | 302,32,2013-11-25 21:00:00,1,1,1 1344 | 302,32,2013-11-25 22:00:00,1,1,1 1345 | 302,32,2013-11-25 23:00:00,1,1,1 1346 | 302,32,2013-11-26 00:00:00,1,1,1 1347 | 302,32,2013-11-26 01:00:00,1,1,1 1348 | 302,32.53333333,2013-11-26 02:00:00,1,1,1 1349 | 302,32.92857143,2013-11-26 03:00:00,1,1,1 1350 | 302,33,2013-11-26 04:00:00,1,1,1 1351 | 302,33,2013-11-26 05:00:00,1,1,1 1352 | 302,33,2013-11-26 06:00:00,1,1,1 1353 | 302,32.85714286,2013-11-26 07:00:00,1,1,1 1354 | 302,23.46666667,2013-11-26 08:00:00,1,1,1 1355 | 302,29.07142857,2013-11-26 09:00:00,1,1,1 1356 | 302,28.71428571,2013-11-26 10:00:00,1,1,1 1357 | 302,32.76923077,2013-11-26 11:00:00,1,1,1 1358 | 302,33.46666667,2013-11-26 12:00:00,1,1,1 1359 | 302,34,2013-11-26 13:00:00,1,1,1 1360 | 302,28.15384615,2013-11-26 14:00:00,1,1,1 1361 | 302,25,2013-11-26 15:00:00,1,1,1 1362 | 302,24.46666667,2013-11-26 16:00:00,1,1,1 1363 | 302,21.875,2013-11-26 17:00:00,1,1,1 1364 | 302,25.13333333,2013-11-26 18:00:00,1,1,1 1365 | 302,33.4,2013-11-26 19:00:00,1,1,1 1366 | 302,35,2013-11-26 20:00:00,1,1,1 1367 | 302,35,2013-11-26 21:00:00,1,1,1 1368 | 302,35,2013-11-26 22:00:00,1,1,1 1369 | 302,35,2013-11-26 23:00:00,1,1,1 1370 | 302,35.35714286,2013-11-27 00:00:00,1,1,1 1371 | 302,35,2013-11-27 01:00:00,1,1,1 1372 | 302,35,2013-11-27 02:00:00,1,1,1 1373 | 302,35,2013-11-27 03:00:00,1,1,1 1374 | 302,35.26666667,2013-11-27 04:00:00,1,1,1 1375 | 302,36,2013-11-27 05:00:00,1,1,1 1376 | 302,36,2013-11-27 06:00:00,1,1,1 1377 | 302,35.35,2013-11-27 07:00:00,1,1,1 1378 | 302,26.36363636,2013-11-27 08:00:00,1,1,1 1379 | 302,30.57142857,2013-11-27 09:00:00,1,1,1 1380 | 302,34.25,2013-11-27 10:00:00,1,1,1 1381 | 302,35.71428571,2013-11-27 11:00:00,1,1,1 1382 | 302,36,2013-11-27 12:00:00,1,1,1 1383 | 302,35.86666667,2013-11-27 13:00:00,1,1,1 1384 | 302,33.35714286,2013-11-27 14:00:00,1,1,1 1385 | 302,26.2,2013-11-27 15:00:00,1,1,1 1386 | 302,22.9375,2013-11-27 16:00:00,1,1,1 1387 | 302,19.71428571,2013-11-27 17:00:00,1,1,1 1388 | 302,23.8,2013-11-27 18:00:00,1,1,1 1389 | 302,31.85714286,2013-11-27 19:00:00,1,1,1 1390 | 302,32,2013-11-27 20:00:00,1,1,1 1391 | 302,38,2013-11-27 21:00:00,1,1,1 1392 | 302,39.8125,2013-11-27 22:00:00,1,1,1 1393 | 302,39.64285714,2013-11-27 23:00:00,1,1,1 1394 | 302,39.26666667,2013-11-28 00:00:00,1,1,1 1395 | 302,39.6,2013-11-28 01:00:00,1,1,1 1396 | 302,39.6,2013-11-28 02:00:00,1,1,1 1397 | 302,39.86666667,2013-11-28 03:00:00,1,1,1 1398 | 302,39.92857143,2013-11-28 04:00:00,1,1,1 1399 | 302,40.66666667,2013-11-28 05:00:00,1,1,1 1400 | 302,40.6,2013-11-28 06:00:00,1,1,1 1401 | 302,39.6,2013-11-28 07:00:00,1,1,1 1402 | 302,25.66666667,2013-11-28 08:00:00,1,1,1 1403 | 302,29.42857143,2013-11-28 09:00:00,1,1,1 1404 | 302,36.6,2013-11-28 10:00:00,1,1,1 1405 | 302,34.53333333,2013-11-28 11:00:00,1,1,1 1406 | 302,35.33333333,2013-11-28 12:00:00,1,1,1 1407 | 302,33.73333333,2013-11-28 13:00:00,1,1,1 1408 | 302,29.8,2013-11-28 14:00:00,1,1,1 1409 | 302,28,2013-11-28 15:00:00,1,1,1 1410 | 302,23.66666667,2013-11-28 16:00:00,1,1,1 1411 | 302,18.73333333,2013-11-28 17:00:00,1,1,1 1412 | 302,16.4,2013-11-28 18:00:00,1,1,1 1413 | 302,28.8,2013-11-28 19:00:00,1,1,1 1414 | 302,32.75,2013-11-28 20:00:00,1,1,1 1415 | 302,33.85714286,2013-11-28 21:00:00,1,1,1 1416 | 302,32,2013-11-28 22:00:00,1,1,1 1417 | 302,32,2013-11-28 23:00:00,1,1,1 1418 | 302,32,2013-11-29 00:00:00,1,1,1 1419 | 302,32,2013-11-29 01:00:00,1,1,1 1420 | 302,32,2013-11-29 02:00:00,1,1,1 1421 | 302,32.93333333,2013-11-29 03:00:00,1,1,1 1422 | 302,33,2013-11-29 04:00:00,1,1,1 1423 | 302,33,2013-11-29 05:00:00,1,1,1 1424 | 302,33,2013-11-29 06:00:00,1,1,1 1425 | 302,33.2,2013-11-29 07:00:00,1,1,1 1426 | 302,21.15384615,2013-11-29 08:00:00,1,1,1 1427 | 302,28.26666667,2013-11-29 09:00:00,1,1,1 1428 | 302,33.4375,2013-11-29 10:00:00,1,1,1 1429 | 302,32,2013-11-29 11:00:00,1,1,1 1430 | 302,31.28571429,2013-11-29 12:00:00,1,1,1 1431 | 302,32.35714286,2013-11-29 13:00:00,1,1,1 1432 | 302,25.86666667,2013-11-29 14:00:00,1,1,1 1433 | 302,24.53333333,2013-11-29 15:00:00,1,1,1 1434 | 302,27.0625,2013-11-29 16:00:00,1,1,1 1435 | 302,24.13333333,2013-11-29 17:00:00,1,1,1 1436 | 302,19,2013-11-29 18:00:00,1,1,1 1437 | 302,24.1875,2013-11-29 19:00:00,1,1,1 1438 | 302,30.6,2013-11-29 20:00:00,1,1,1 1439 | 302,25.5,2013-11-29 21:00:00,1,1,1 1440 | 302,32,2013-11-29 22:00:00,1,1,1 1441 | 302,32,2013-11-29 23:00:00,1,1,1 1442 | 302,32.2,2013-11-30 00:00:00,1,1,2 1443 | 302,32,2013-11-30 01:00:00,1,1,2 1444 | 302,32,2013-11-30 02:00:00,1,1,2 1445 | 302,32,2013-11-30 03:00:00,1,1,2 1446 | 302,32,2013-11-30 04:00:00,1,1,2 1447 | 302,32,2013-11-30 05:00:00,1,1,2 1448 | 302,32.61538462,2013-11-30 06:00:00,1,1,2 1449 | 302,33,2013-11-30 07:00:00,1,1,2 1450 | 302,29.6,2013-11-30 08:00:00,1,1,2 1451 | 302,31.25,2013-11-30 09:00:00,1,1,2 1452 | 302,32.69230769,2013-11-30 10:00:00,1,1,2 1453 | 302,33.875,2013-11-30 11:00:00,1,1,2 1454 | 302,34.07142857,2013-11-30 12:00:00,1,1,2 1455 | 302,34.2,2013-11-30 13:00:00,1,1,2 1456 | 302,35,2013-11-30 14:00:00,1,1,2 1457 | 302,26.26666667,2013-11-30 15:00:00,1,1,2 1458 | 302,23.93333333,2013-11-30 16:00:00,1,1,2 1459 | 302,26.125,2013-11-30 17:00:00,1,1,2 1460 | 302,29,2013-11-30 18:00:00,1,1,2 1461 | 302,33.71428571,2013-11-30 19:00:00,1,1,2 1462 | 302,33.46666667,2013-11-30 20:00:00,1,1,2 1463 | 302,33.5625,2013-11-30 21:00:00,1,1,2 1464 | 302,34.6,2013-11-30 22:00:00,1,1,2 1465 | 302,34.5,2013-11-30 23:00:00,1,1,2 1466 | 302,34.64285714,2013-12-01 00:00:00,1,1,2 1467 | 302,34.5,2013-12-01 01:00:00,1,1,2 1468 | 302,34.78571429,2013-12-01 02:00:00,1,1,2 1469 | 302,34.8,2013-12-01 03:00:00,1,1,2 1470 | 302,34.85714286,2013-12-01 04:00:00,1,1,2 1471 | 302,34.6875,2013-12-01 05:00:00,1,1,2 1472 | 302,35.07142857,2013-12-01 06:00:00,1,1,2 1473 | 302,35.625,2013-12-01 07:00:00,1,1,2 1474 | 302,35.35714286,2013-12-01 08:00:00,1,1,2 1475 | 302,35.6,2013-12-01 09:00:00,1,1,2 1476 | 302,36,2013-12-01 10:00:00,1,1,2 1477 | 302,35.625,2013-12-01 11:00:00,1,1,2 1478 | 302,35.71428571,2013-12-01 12:00:00,1,1,2 1479 | 302,35.13333333,2013-12-01 13:00:00,1,1,2 1480 | 302,35.13333333,2013-12-01 14:00:00,1,1,2 1481 | 302,34.28571429,2013-12-01 15:00:00,1,1,2 1482 | 302,34.26666667,2013-12-01 16:00:00,1,1,2 1483 | 302,26.93333333,2013-12-01 17:00:00,1,1,2 1484 | 302,32.06666667,2013-12-01 18:00:00,1,1,2 1485 | 302,33.73333333,2013-12-01 19:00:00,1,1,2 1486 | 302,33.25,2013-12-01 20:00:00,1,1,2 1487 | 302,34,2013-12-01 21:00:00,1,1,2 1488 | 302,34,2013-12-01 22:00:00,1,1,2 1489 | 302,34,2013-12-01 23:00:00,1,1,2 1490 | 302,33.875,2013-12-02 00:00:00,1,1,1 1491 | 302,34,2013-12-02 01:00:00,1,1,1 1492 | 302,34.6,2013-12-02 02:00:00,1,1,1 1493 | 302,35,2013-12-02 03:00:00,1,1,1 1494 | 302,35,2013-12-02 04:00:00,1,1,1 1495 | 302,34.6,2013-12-02 05:00:00,1,1,1 1496 | 302,34.8,2013-12-02 06:00:00,1,1,1 1497 | 302,32.21428571,2013-12-02 07:00:00,1,1,1 1498 | 302,24.73333333,2013-12-02 08:00:00,1,1,1 1499 | 302,29.93333333,2013-12-02 09:00:00,1,1,1 1500 | 302,33.93333333,2013-12-02 10:00:00,1,1,1 1501 | 302,33.5,2013-12-02 11:00:00,1,1,1 1502 | 302,34.9375,2013-12-02 12:00:00,1,1,1 1503 | 302,34.8,2013-12-02 13:00:00,1,1,1 1504 | 302,34.06666667,2013-12-02 14:00:00,1,1,1 1505 | 302,25.93333333,2013-12-02 15:00:00,1,1,1 1506 | 302,28.8,2013-12-02 16:00:00,1,1,1 1507 | 302,22.33333333,2013-12-02 17:00:00,1,1,1 1508 | 302,25.2,2013-12-02 18:00:00,1,1,1 1509 | 302,31,2013-12-02 19:00:00,1,1,1 1510 | 302,31,2013-12-02 20:00:00,1,1,1 1511 | 302,31,2013-12-02 21:00:00,1,1,1 1512 | 302,31.57142857,2013-12-02 22:00:00,1,1,1 1513 | 302,32,2013-12-02 23:00:00,1,1,1 1514 | 302,32,2013-12-03 00:00:00,1,1,1 1515 | 302,32,2013-12-03 01:00:00,1,1,1 1516 | 302,31.9375,2013-12-03 02:00:00,1,1,1 1517 | 302,32,2013-12-03 03:00:00,1,1,1 1518 | 302,32.6,2013-12-03 04:00:00,1,1,1 1519 | 302,32.875,2013-12-03 05:00:00,1,1,1 1520 | 302,32.71428571,2013-12-03 06:00:00,1,1,1 1521 | 302,29.28571429,2013-12-03 07:00:00,1,1,1 1522 | 302,31.2,2013-12-03 08:00:00,1,1,1 1523 | 302,28.6875,2013-12-03 09:00:00,1,1,1 1524 | 302,32.42857143,2013-12-03 10:00:00,1,1,1 1525 | 302,32.125,2013-12-03 11:00:00,1,1,1 1526 | 302,32.30769231,2013-12-03 12:00:00,1,1,1 1527 | 302,32.8,2013-12-03 13:00:00,1,1,1 1528 | 302,31.8,2013-12-03 14:00:00,1,1,1 1529 | 302,28.2,2013-12-03 15:00:00,1,1,1 1530 | 302,25.375,2013-12-03 16:00:00,1,1,1 1531 | 302,22,2013-12-03 17:00:00,1,1,1 1532 | 302,20.07142857,2013-12-03 18:00:00,1,1,1 1533 | 302,31.86666667,2013-12-03 19:00:00,1,1,1 1534 | 302,32,2013-12-03 20:00:00,1,1,1 1535 | 302,32,2013-12-03 21:00:00,1,1,1 1536 | 302,32,2013-12-03 22:00:00,1,1,1 1537 | 302,32,2013-12-03 23:00:00,1,1,1 1538 | 302,31.93333333,2013-12-04 00:00:00,1,1,1 1539 | 302,32,2013-12-04 01:00:00,1,1,1 1540 | 302,32,2013-12-04 02:00:00,1,1,1 1541 | 302,32,2013-12-04 03:00:00,1,1,1 1542 | 302,32,2013-12-04 04:00:00,1,1,1 1543 | 302,32,2013-12-04 05:00:00,1,1,1 1544 | 302,32.8125,2013-12-04 06:00:00,1,1,1 1545 | 302,29.76923077,2013-12-04 07:00:00,1,1,1 1546 | 302,25.4,2013-12-04 08:00:00,1,1,1 1547 | 302,29.33333333,2013-12-04 09:00:00,1,1,1 1548 | 302,35,2013-12-04 10:00:00,1,1,1 1549 | 302,33.75,2013-12-04 11:00:00,1,1,1 1550 | 302,33,2013-12-04 12:00:00,1,1,1 1551 | 302,32.86666667,2013-12-04 13:00:00,1,1,1 1552 | 302,27.875,2013-12-04 14:00:00,1,1,1 1553 | 302,27.57142857,2013-12-04 15:00:00,1,1,1 1554 | 302,23.6875,2013-12-04 16:00:00,1,1,1 1555 | 302,18,2013-12-04 17:00:00,1,1,1 1556 | 302,23.4,2013-12-04 18:00:00,1,1,1 1557 | 302,30.25,2013-12-04 19:00:00,1,1,1 1558 | 302,30.71428571,2013-12-04 20:00:00,1,1,1 1559 | 302,31,2013-12-04 21:00:00,1,1,1 1560 | 302,31,2013-12-04 22:00:00,1,1,1 1561 | 302,31,2013-12-04 23:00:00,1,1,1 1562 | 302,31.2,2013-12-05 00:00:00,1,1,1 1563 | 302,31.66666667,2013-12-05 01:00:00,1,1,1 1564 | 302,31.9375,2013-12-05 02:00:00,1,1,1 1565 | 302,31.92857143,2013-12-05 03:00:00,1,1,1 1566 | 302,32.3125,2013-12-05 04:00:00,1,1,1 1567 | 302,33,2013-12-05 05:00:00,1,1,1 1568 | 302,33,2013-12-05 06:00:00,1,1,1 1569 | 302,28.73333333,2013-12-05 07:00:00,1,1,1 1570 | 302,23.73333333,2013-12-05 08:00:00,1,1,1 1571 | 302,29.6,2013-12-05 09:00:00,1,1,1 1572 | 302,33.46666667,2013-12-05 10:00:00,1,1,1 1573 | 302,34,2013-12-05 11:00:00,1,1,1 1574 | 302,34,2013-12-05 12:00:00,1,1,1 1575 | 302,33.4,2013-12-05 13:00:00,1,1,1 1576 | 302,34.2,2013-12-05 14:00:00,1,1,1 1577 | 302,32.13333333,2013-12-05 15:00:00,1,1,1 1578 | 302,21.66666667,2013-12-05 16:00:00,1,1,1 1579 | 302,18.125,2013-12-05 17:00:00,1,1,1 1580 | 302,21.42857143,2013-12-05 18:00:00,1,1,1 1581 | 302,29.5625,2013-12-05 19:00:00,1,1,1 1582 | 302,33.06666667,2013-12-05 20:00:00,1,1,1 1583 | 302,32.86666667,2013-12-05 21:00:00,1,1,1 1584 | 302,33.42857143,2013-12-05 22:00:00,1,1,1 1585 | 302,34,2013-12-05 23:00:00,1,1,1 1586 | 302,34.06666667,2013-12-06 00:00:00,1,1,1 1587 | 302,34,2013-12-06 01:00:00,1,1,1 1588 | 302,33.8125,2013-12-06 02:00:00,1,1,1 1589 | 302,34,2013-12-06 03:00:00,1,1,1 1590 | 302,33.86666667,2013-12-06 04:00:00,1,1,1 1591 | 302,34.33333333,2013-12-06 05:00:00,1,1,1 1592 | 302,35,2013-12-06 06:00:00,1,1,1 1593 | 302,34.46153846,2013-12-06 07:00:00,1,1,1 1594 | 302,27.33333333,2013-12-06 08:00:00,1,1,1 1595 | 302,30.0625,2013-12-06 09:00:00,1,1,1 1596 | 302,31,2013-12-06 10:00:00,1,1,1 1597 | 302,25.07142857,2013-12-06 11:00:00,1,1,1 1598 | 302,32.4,2013-12-06 12:00:00,1,1,1 1599 | 302,34.8,2013-12-06 13:00:00,1,1,1 1600 | 302,33.75,2013-12-06 14:00:00,1,1,1 1601 | 302,27.46666667,2013-12-06 15:00:00,1,1,1 1602 | 302,23,2013-12-06 16:00:00,1,1,1 1603 | 302,21.26666667,2013-12-06 17:00:00,1,1,1 1604 | 302,23.625,2013-12-06 18:00:00,1,1,1 1605 | 302,30.5,2013-12-06 19:00:00,1,1,1 1606 | 302,32.53333333,2013-12-06 20:00:00,1,1,1 1607 | 302,31.46666667,2013-12-06 21:00:00,1,1,1 1608 | 302,34,2013-12-06 22:00:00,1,1,1 1609 | 302,34,2013-12-06 23:00:00,1,1,1 1610 | 302,35,2013-12-07 00:00:00,1,1,2 1611 | 302,35,2013-12-07 01:00:00,1,1,2 1612 | 302,35,2013-12-07 02:00:00,1,1,2 1613 | 302,35,2013-12-07 03:00:00,1,1,2 1614 | 302,35,2013-12-07 04:00:00,1,1,2 1615 | 302,35,2013-12-07 05:00:00,1,1,2 1616 | 302,35.35714286,2013-12-07 06:00:00,1,1,2 1617 | 302,35.5,2013-12-07 07:00:00,1,1,2 1618 | 302,34.71428571,2013-12-07 08:00:00,1,1,2 1619 | 302,34,2013-12-07 09:00:00,1,1,2 1620 | 302,32,2013-12-07 10:00:00,1,1,2 1621 | 302,32,2013-12-07 11:00:00,1,1,2 1622 | 302,32,2013-12-07 12:00:00,1,1,2 1623 | 302,31.73333333,2013-12-07 13:00:00,1,1,2 1624 | 302,30.875,2013-12-07 14:00:00,1,1,2 1625 | 302,30.6,2013-12-07 15:00:00,1,1,2 1626 | 302,28.26666667,2013-12-07 16:00:00,1,1,2 1627 | 302,25.23076923,2013-12-07 17:00:00,1,1,2 1628 | 302,33.06666667,2013-12-07 18:00:00,1,1,2 1629 | 302,34.46666667,2013-12-07 19:00:00,1,1,2 1630 | 302,33.8,2013-12-07 20:00:00,1,1,2 1631 | 302,34.66666667,2013-12-07 21:00:00,1,1,2 1632 | 302,35,2013-12-07 22:00:00,1,1,2 1633 | 302,35,2013-12-07 23:00:00,1,1,2 1634 | 302,35,2013-12-08 00:00:00,1,1,2 1635 | 302,35,2013-12-08 01:00:00,1,1,2 1636 | 302,35,2013-12-08 02:00:00,1,1,2 1637 | 302,35,2013-12-08 03:00:00,1,1,2 1638 | 302,34.93333333,2013-12-08 04:00:00,1,1,2 1639 | 302,35,2013-12-08 05:00:00,1,1,2 1640 | 302,34.93333333,2013-12-08 06:00:00,1,1,2 1641 | 302,35.21428571,2013-12-08 07:00:00,1,1,2 1642 | 302,32.26666667,2013-12-08 08:00:00,1,1,2 1643 | 302,33.86666667,2013-12-08 09:00:00,1,1,2 1644 | 302,33.6875,2013-12-08 10:00:00,1,1,2 1645 | 302,34.28571429,2013-12-08 11:00:00,1,1,2 1646 | 302,34.26666667,2013-12-08 12:00:00,1,1,2 1647 | 302,34.85714286,2013-12-08 13:00:00,1,1,2 1648 | 302,34.46666667,2013-12-08 14:00:00,1,1,2 1649 | 302,33.1875,2013-12-08 15:00:00,1,1,2 1650 | 302,32.33333333,2013-12-08 16:00:00,1,1,2 1651 | 302,30.07142857,2013-12-08 17:00:00,1,1,2 1652 | 302,32.6,2013-12-08 18:00:00,1,1,2 1653 | 302,33,2013-12-08 19:00:00,1,1,2 1654 | 302,31.6,2013-12-08 20:00:00,1,1,2 1655 | 302,33.26666667,2013-12-08 21:00:00,1,1,2 1656 | 302,35,2013-12-08 22:00:00,1,1,2 1657 | 302,35,2013-12-08 23:00:00,1,1,2 1658 | 302,34.66666667,2013-12-09 00:00:00,2,1,1 1659 | 302,35,2013-12-09 01:00:00,2,1,1 1660 | 302,35,2013-12-09 02:00:00,2,1,1 1661 | 302,35,2013-12-09 03:00:00,2,1,1 1662 | 302,35,2013-12-09 04:00:00,2,1,1 1663 | 302,35.64285714,2013-12-09 05:00:00,2,1,1 1664 | 302,35.0625,2013-12-09 06:00:00,2,1,1 1665 | 302,33.85714286,2013-12-09 07:00:00,2,1,1 1666 | 302,25.0625,2013-12-09 08:00:00,2,1,1 1667 | 302,33.5,2013-12-09 09:00:00,2,1,1 1668 | 302,34.57142857,2013-12-09 10:00:00,2,1,1 1669 | 302,35,2013-12-09 11:00:00,2,1,1 1670 | 302,34.8,2013-12-09 12:00:00,2,1,1 1671 | 302,34.6,2013-12-09 13:00:00,2,1,1 1672 | 302,35.0625,2013-12-09 14:00:00,2,1,1 1673 | 302,28.26666667,2013-12-09 15:00:00,2,1,1 1674 | 302,29.53846154,2013-12-09 16:00:00,2,1,1 1675 | 302,22.93333333,2013-12-09 17:00:00,2,1,1 1676 | 302,22.33333333,2013-12-09 18:00:00,2,1,1 1677 | 302,30,2013-12-09 19:00:00,2,1,1 1678 | 302,30,2013-12-09 20:00:00,2,1,1 1679 | 302,30,2013-12-09 21:00:00,2,1,1 1680 | 302,30,2013-12-09 22:00:00,2,1,1 1681 | 302,30,2013-12-09 23:00:00,2,1,1 1682 | 302,30,2013-12-10 00:00:00,1,1,1 1683 | 302,30,2013-12-10 01:00:00,1,1,1 1684 | 302,30.26666667,2013-12-10 02:00:00,1,1,1 1685 | 302,31,2013-12-10 03:00:00,1,1,1 1686 | 302,31,2013-12-10 04:00:00,1,1,1 1687 | 302,30,2013-12-10 05:00:00,1,1,1 1688 | 302,30.8,2013-12-10 06:00:00,1,1,1 1689 | 302,29.5625,2013-12-10 07:00:00,1,1,1 1690 | 302,24.57142857,2013-12-10 08:00:00,1,1,1 1691 | 302,29.5625,2013-12-10 09:00:00,1,1,1 1692 | 302,32.26666667,2013-12-10 10:00:00,1,1,1 1693 | 302,31.6,2013-12-10 11:00:00,1,1,1 1694 | 302,32.8,2013-12-10 12:00:00,1,1,1 1695 | 302,31.93333333,2013-12-10 13:00:00,1,1,1 1696 | 302,26.57142857,2013-12-10 14:00:00,1,1,1 1697 | 302,21.46666667,2013-12-10 15:00:00,1,1,1 1698 | 302,26,2013-12-10 16:00:00,1,1,1 1699 | 302,22.07142857,2013-12-10 17:00:00,1,1,1 1700 | 302,24.75,2013-12-10 18:00:00,1,1,1 1701 | 302,30.53333333,2013-12-10 19:00:00,1,1,1 1702 | 302,30.5,2013-12-10 20:00:00,1,1,1 1703 | 302,30.93333333,2013-12-10 21:00:00,1,1,1 1704 | 302,30.9375,2013-12-10 22:00:00,1,1,1 1705 | 302,31,2013-12-10 23:00:00,1,1,1 1706 | 302,31.13333333,2013-12-11 00:00:00,1,1,1 1707 | 302,31,2013-12-11 01:00:00,1,1,1 1708 | 302,31,2013-12-11 02:00:00,1,1,1 1709 | 302,31.28571429,2013-12-11 03:00:00,1,1,1 1710 | 302,31.86666667,2013-12-11 04:00:00,1,1,1 1711 | 302,32,2013-12-11 05:00:00,1,1,1 1712 | 302,32,2013-12-11 06:00:00,1,1,1 1713 | 302,31.5,2013-12-11 07:00:00,1,1,1 1714 | 302,26.46666667,2013-12-11 08:00:00,1,1,1 1715 | 302,31.6,2013-12-11 09:00:00,1,1,1 1716 | 302,34.06666667,2013-12-11 10:00:00,1,1,1 1717 | 302,33.4,2013-12-11 11:00:00,1,1,1 1718 | 302,34,2013-12-11 12:00:00,1,1,1 1719 | 302,34,2013-12-11 13:00:00,1,1,1 1720 | 302,29.66666667,2013-12-11 14:00:00,1,1,1 1721 | 302,27.0625,2013-12-11 15:00:00,1,1,1 1722 | 302,26.85714286,2013-12-11 16:00:00,1,1,1 1723 | 302,17.42857143,2013-12-11 17:00:00,1,1,1 1724 | 302,21.4,2013-12-11 18:00:00,1,1,1 1725 | 302,30.33333333,2013-12-11 19:00:00,1,1,1 1726 | 302,32.2,2013-12-11 20:00:00,1,1,1 1727 | 302,33,2013-12-11 21:00:00,1,1,1 1728 | 302,33,2013-12-11 22:00:00,1,1,1 1729 | 302,33,2013-12-11 23:00:00,1,1,1 1730 | 302,33,2013-12-12 00:00:00,1,1,1 1731 | 302,33,2013-12-12 01:00:00,1,1,1 1732 | 302,33,2013-12-12 02:00:00,1,1,1 1733 | 302,33,2013-12-12 03:00:00,1,1,1 1734 | 302,33.375,2013-12-12 04:00:00,1,1,1 1735 | 302,33.93333333,2013-12-12 05:00:00,1,1,1 1736 | 302,34,2013-12-12 06:00:00,1,1,1 1737 | 302,33.35714286,2013-12-12 07:00:00,1,1,1 1738 | 302,24.8,2013-12-12 08:00:00,1,1,1 1739 | 302,31.73333333,2013-12-12 09:00:00,1,1,1 1740 | 302,34.06666667,2013-12-12 10:00:00,1,1,1 1741 | 302,33.93333333,2013-12-12 11:00:00,1,1,1 1742 | 302,33.26666667,2013-12-12 12:00:00,1,1,1 1743 | 302,33.4,2013-12-12 13:00:00,1,1,1 1744 | 302,30.125,2013-12-12 14:00:00,1,1,1 1745 | 302,26.35714286,2013-12-12 15:00:00,1,1,1 1746 | 302,21.875,2013-12-12 16:00:00,1,1,1 1747 | 302,20.57142857,2013-12-12 17:00:00,1,1,1 1748 | 302,26.9375,2013-12-12 18:00:00,1,1,1 1749 | 302,32.4,2013-12-12 19:00:00,1,1,1 1750 | 302,32.85714286,2013-12-12 20:00:00,1,1,1 1751 | 302,32.66666667,2013-12-12 21:00:00,1,1,1 1752 | 302,33,2013-12-12 22:00:00,1,1,1 1753 | 302,33,2013-12-12 23:00:00,1,1,1 1754 | 302,33,2013-12-13 00:00:00,1,1,1 1755 | 302,33,2013-12-13 01:00:00,1,1,1 1756 | 302,33,2013-12-13 02:00:00,1,1,1 1757 | 302,33,2013-12-13 03:00:00,1,1,1 1758 | 302,33,2013-12-13 04:00:00,1,1,1 1759 | 302,33,2013-12-13 05:00:00,1,1,1 1760 | 302,33.86666667,2013-12-13 06:00:00,1,1,1 1761 | 302,33.4,2013-12-13 07:00:00,1,1,1 1762 | 302,25.13333333,2013-12-13 08:00:00,1,1,1 1763 | 302,28.875,2013-12-13 09:00:00,1,1,1 1764 | 302,33.21428571,2013-12-13 10:00:00,1,1,1 1765 | 302,35.73333333,2013-12-13 11:00:00,1,1,1 1766 | 302,35,2013-12-13 12:00:00,1,1,1 1767 | 302,31.06666667,2013-12-13 13:00:00,1,1,1 1768 | 302,27.375,2013-12-13 14:00:00,1,1,1 1769 | 302,28.21428571,2013-12-13 15:00:00,1,1,1 1770 | 302,27.57142857,2013-12-13 16:00:00,1,1,1 1771 | 302,23.66666667,2013-12-13 17:00:00,1,1,1 1772 | 302,24,2013-12-13 18:00:00,1,1,1 1773 | 302,34.33333333,2013-12-13 19:00:00,1,1,1 1774 | 302,33,2013-12-13 20:00:00,1,1,1 1775 | 302,27.8125,2013-12-13 21:00:00,1,1,1 1776 | 302,34.85714286,2013-12-13 22:00:00,1,1,1 1777 | 302,35,2013-12-13 23:00:00,1,1,1 1778 | 302,35,2013-12-14 00:00:00,1,1,2 1779 | 302,35,2013-12-14 01:00:00,1,1,2 1780 | 302,35,2013-12-14 02:00:00,1,1,2 1781 | 302,34.93333333,2013-12-14 03:00:00,1,1,2 1782 | 302,35,2013-12-14 04:00:00,1,1,2 1783 | 302,35,2013-12-14 05:00:00,1,1,2 1784 | 302,34.86666667,2013-12-14 06:00:00,1,1,2 1785 | 302,35,2013-12-14 07:00:00,1,1,2 1786 | 302,34,2013-12-14 08:00:00,1,1,2 1787 | 302,31.2,2013-12-14 09:00:00,1,1,2 1788 | 302,35,2013-12-14 10:00:00,1,1,2 1789 | 302,33.75,2013-12-14 11:00:00,1,1,2 1790 | 302,34.78571429,2013-12-14 12:00:00,1,1,2 1791 | 302,34.2,2013-12-14 13:00:00,1,1,2 1792 | 302,33.93333333,2013-12-14 14:00:00,1,1,2 1793 | 302,28.875,2013-12-14 15:00:00,1,1,2 1794 | 302,29.6,2013-12-14 16:00:00,1,1,2 1795 | 302,25.66666667,2013-12-14 17:00:00,1,1,2 1796 | 302,32,2013-12-14 18:00:00,1,1,2 1797 | 302,32.93333333,2013-12-14 19:00:00,1,1,2 1798 | 302,33.21428571,2013-12-14 20:00:00,1,1,2 1799 | 302,33.46666667,2013-12-14 21:00:00,1,1,2 1800 | 302,33,2013-12-14 22:00:00,1,1,2 1801 | 302,33,2013-12-14 23:00:00,1,1,2 1802 | 302,33.06666667,2013-12-15 00:00:00,2,1,2 1803 | 302,33,2013-12-15 01:00:00,2,1,2 1804 | 302,33,2013-12-15 02:00:00,2,1,2 1805 | 302,33,2013-12-15 03:00:00,2,1,2 1806 | 302,33.8,2013-12-15 04:00:00,2,1,2 1807 | 302,34,2013-12-15 05:00:00,2,1,2 1808 | 302,34,2013-12-15 06:00:00,2,1,2 1809 | 302,34,2013-12-15 07:00:00,2,1,2 1810 | 302,33.33333333,2013-12-15 08:00:00,2,1,2 1811 | 302,34,2013-12-15 09:00:00,2,1,2 1812 | 302,33.84615385,2013-12-15 10:00:00,2,1,2 1813 | 302,34.2,2013-12-15 11:00:00,2,1,2 1814 | 302,35,2013-12-15 12:00:00,2,1,2 1815 | 302,33.91666667,2013-12-15 13:00:00,2,1,2 1816 | 302,33.2,2013-12-15 14:00:00,2,1,2 1817 | 302,30.4,2013-12-15 15:00:00,2,1,2 1818 | 302,27.33333333,2013-12-15 16:00:00,2,1,2 1819 | 302,26.25,2013-12-15 17:00:00,2,1,2 1820 | 302,31.85714286,2013-12-15 18:00:00,2,1,2 1821 | 302,34,2013-12-15 19:00:00,2,1,2 1822 | 302,34,2013-12-15 20:00:00,2,1,2 1823 | 302,34,2013-12-15 21:00:00,2,1,2 1824 | 302,34,2013-12-15 22:00:00,2,1,2 1825 | 302,34,2013-12-15 23:00:00,2,1,2 1826 | 302,33.86666667,2013-12-16 00:00:00,3,1,1 1827 | 302,34,2013-12-16 01:00:00,3,1,1 1828 | 302,34,2013-12-16 02:00:00,3,1,1 1829 | 302,35,2013-12-16 03:00:00,3,1,1 1830 | 302,35,2013-12-16 04:00:00,3,1,1 1831 | 302,34.8,2013-12-16 05:00:00,3,1,1 1832 | 302,34.92307692,2013-12-16 06:00:00,3,1,1 1833 | 302,31.69230769,2013-12-16 07:00:00,3,1,1 1834 | 302,23.1,2013-12-16 08:00:00,3,1,1 1835 | 302,19.6,2013-12-16 09:00:00,3,1,1 1836 | 302,28.33333333,2013-12-16 10:00:00,3,1,1 1837 | 302,31.42857143,2013-12-16 11:00:00,3,1,1 1838 | 302,32.92857143,2013-12-16 12:00:00,3,1,1 1839 | 302,32.5,2013-12-16 13:00:00,3,1,1 1840 | 302,28.06666667,2013-12-16 14:00:00,3,1,1 1841 | 302,23.38461538,2013-12-16 15:00:00,3,1,1 1842 | 302,23.1875,2013-12-16 16:00:00,3,1,1 1843 | 302,12.33333333,2013-12-16 17:00:00,3,1,1 1844 | 302,16.28571429,2013-12-16 18:00:00,3,1,1 1845 | 302,25.26666667,2013-12-16 19:00:00,3,1,1 1846 | 302,30.93333333,2013-12-16 20:00:00,3,1,1 1847 | 302,31.86666667,2013-12-16 21:00:00,3,1,1 1848 | 302,32,2013-12-16 22:00:00,3,1,1 1849 | 302,32,2013-12-16 23:00:00,3,1,1 1850 | 302,31.93333333,2013-12-17 00:00:00,3,1,1 1851 | 302,32,2013-12-17 01:00:00,3,1,1 1852 | 302,32.35714286,2013-12-17 02:00:00,3,1,1 1853 | 302,33,2013-12-17 03:00:00,3,1,1 1854 | 302,33,2013-12-17 04:00:00,3,1,1 1855 | 302,33.28571429,2013-12-17 05:00:00,3,1,1 1856 | 302,34,2013-12-17 06:00:00,3,1,1 1857 | 302,31.64285714,2013-12-17 07:00:00,3,1,1 1858 | 302,19.93333333,2013-12-17 08:00:00,3,1,1 1859 | 302,27.125,2013-12-17 09:00:00,3,1,1 1860 | 302,29.53846154,2013-12-17 10:00:00,3,1,1 1861 | 302,28.33333333,2013-12-17 11:00:00,3,1,1 1862 | 302,34.1875,2013-12-17 12:00:00,3,1,1 1863 | 302,33.2,2013-12-17 13:00:00,3,1,1 1864 | 302,27.35714286,2013-12-17 14:00:00,3,1,1 1865 | 302,21.46666667,2013-12-17 15:00:00,3,1,1 1866 | 302,18.35714286,2013-12-17 16:00:00,3,1,1 1867 | 302,19.73333333,2013-12-17 17:00:00,3,1,1 1868 | 302,21.26666667,2013-12-17 18:00:00,3,1,1 1869 | 302,25.38461538,2013-12-17 19:00:00,3,1,1 1870 | 302,27.71428571,2013-12-17 20:00:00,3,1,1 1871 | 302,30.73333333,2013-12-17 21:00:00,3,1,1 1872 | 302,31,2013-12-17 22:00:00,3,1,1 1873 | 302,31,2013-12-17 23:00:00,3,1,1 1874 | 302,31.06666667,2013-12-18 00:00:00,2,1,1 1875 | 302,31,2013-12-18 01:00:00,2,1,1 1876 | 302,31,2013-12-18 02:00:00,2,1,1 1877 | 302,31,2013-12-18 03:00:00,2,1,1 1878 | 302,31.21428571,2013-12-18 04:00:00,2,1,1 1879 | 302,31.93333333,2013-12-18 05:00:00,2,1,1 1880 | 302,32.07142857,2013-12-18 06:00:00,2,1,1 1881 | 302,34,2013-12-18 07:00:00,2,1,1 1882 | 302,25.92857143,2013-12-18 08:00:00,2,1,1 1883 | 302,25.57142857,2013-12-18 09:00:00,2,1,1 1884 | 302,32.07142857,2013-12-18 10:00:00,2,1,1 1885 | 302,33.875,2013-12-18 11:00:00,2,1,1 1886 | 302,35,2013-12-18 12:00:00,2,1,1 1887 | 302,35,2013-12-18 13:00:00,2,1,1 1888 | 302,31,2013-12-18 14:00:00,2,1,1 1889 | 302,23.5,2013-12-18 15:00:00,2,1,1 1890 | 302,23.26666667,2013-12-18 16:00:00,2,1,1 1891 | 302,21.0625,2013-12-18 17:00:00,2,1,1 1892 | 302,27.26666667,2013-12-18 18:00:00,2,1,1 1893 | 302,31.85714286,2013-12-18 19:00:00,2,1,1 1894 | 302,31.86666667,2013-12-18 20:00:00,2,1,1 1895 | 302,31.2,2013-12-18 21:00:00,2,1,1 1896 | 302,32,2013-12-18 22:00:00,2,1,1 1897 | 302,32,2013-12-18 23:00:00,2,1,1 1898 | 302,32,2013-12-19 00:00:00,1,1,1 1899 | 302,32,2013-12-19 01:00:00,1,1,1 1900 | 302,32,2013-12-19 02:00:00,1,1,1 1901 | 302,32,2013-12-19 03:00:00,1,1,1 1902 | 302,31.93333333,2013-12-19 04:00:00,1,1,1 1903 | 302,32,2013-12-19 05:00:00,1,1,1 1904 | 302,32.21428571,2013-12-19 06:00:00,1,1,1 1905 | 302,31.33333333,2013-12-19 07:00:00,1,1,1 1906 | 302,20.8,2013-12-19 08:00:00,1,1,1 1907 | 302,21.93333333,2013-12-19 09:00:00,1,1,1 1908 | 302,28.85714286,2013-12-19 10:00:00,1,1,1 1909 | 302,31.73333333,2013-12-19 11:00:00,1,1,1 1910 | 302,32.14285714,2013-12-19 12:00:00,1,1,1 1911 | 302,29.71428571,2013-12-19 13:00:00,1,1,1 1912 | 302,21.21428571,2013-12-19 14:00:00,1,1,1 1913 | 302,18.1875,2013-12-19 15:00:00,1,1,1 1914 | 302,21.8,2013-12-19 16:00:00,1,1,1 1915 | 302,20.71428571,2013-12-19 17:00:00,1,1,1 1916 | 302,19.875,2013-12-19 18:00:00,1,1,1 1917 | 302,24.92857143,2013-12-19 19:00:00,1,1,1 1918 | 302,26.86666667,2013-12-19 20:00:00,1,1,1 1919 | 302,27,2013-12-19 21:00:00,1,1,1 1920 | 302,29.4,2013-12-19 22:00:00,1,1,1 1921 | 302,31,2013-12-19 23:00:00,1,1,1 1922 | 302,32,2013-12-20 00:00:00,1,1,1 1923 | 302,32,2013-12-20 01:00:00,1,1,1 1924 | 302,33,2013-12-20 02:00:00,1,1,1 1925 | 302,33,2013-12-20 03:00:00,1,1,1 1926 | 302,32.73333333,2013-12-20 04:00:00,1,1,1 1927 | 302,32.875,2013-12-20 05:00:00,1,1,1 1928 | 302,32.85714286,2013-12-20 06:00:00,1,1,1 1929 | 302,30.64285714,2013-12-20 07:00:00,1,1,1 1930 | 302,19.46666667,2013-12-20 08:00:00,1,1,1 1931 | 302,22.8,2013-12-20 09:00:00,1,1,1 1932 | 302,26.66666667,2013-12-20 10:00:00,1,1,1 1933 | 302,26.9375,2013-12-20 11:00:00,1,1,1 1934 | 302,26.28571429,2013-12-20 12:00:00,1,1,1 1935 | 302,24.93333333,2013-12-20 13:00:00,1,1,1 1936 | 302,22.5,2013-12-20 14:00:00,1,1,1 1937 | 302,24,2013-12-20 15:00:00,1,1,1 1938 | 302,26.9375,2013-12-20 16:00:00,1,1,1 1939 | 302,23.46153846,2013-12-20 17:00:00,1,1,1 1940 | 302,17.9375,2013-12-20 18:00:00,1,1,1 1941 | 302,28.21428571,2013-12-20 19:00:00,1,1,1 1942 | 302,31.53333333,2013-12-20 20:00:00,1,1,1 1943 | 302,32,2013-12-20 21:00:00,1,1,1 1944 | 302,32,2013-12-20 22:00:00,1,1,1 1945 | 302,32,2013-12-20 23:00:00,1,1,1 1946 | 302,32.13333333,2013-12-21 00:00:00,1,1,2 1947 | 302,32,2013-12-21 01:00:00,1,1,2 1948 | 302,32,2013-12-21 02:00:00,1,1,2 1949 | 302,32.26666667,2013-12-21 03:00:00,1,1,2 1950 | 302,33,2013-12-21 04:00:00,1,1,2 1951 | 302,33,2013-12-21 05:00:00,1,1,2 1952 | 302,32.93333333,2013-12-21 06:00:00,1,1,2 1953 | 302,33,2013-12-21 07:00:00,1,1,2 1954 | 302,32.86666667,2013-12-21 08:00:00,1,1,2 1955 | 302,32.5625,2013-12-21 09:00:00,1,1,2 1956 | 302,31.28571429,2013-12-21 10:00:00,1,1,2 1957 | 302,33.86666667,2013-12-21 11:00:00,1,1,2 1958 | 302,34,2013-12-21 12:00:00,1,1,2 1959 | 302,32.73333333,2013-12-21 13:00:00,1,1,2 1960 | 302,30.9375,2013-12-21 14:00:00,1,1,2 1961 | 302,28.57142857,2013-12-21 15:00:00,1,1,2 1962 | 302,22.73333333,2013-12-21 16:00:00,1,1,2 1963 | 302,20.33333333,2013-12-21 17:00:00,1,1,2 1964 | 302,31.125,2013-12-21 18:00:00,1,1,2 1965 | 302,33,2013-12-21 19:00:00,1,1,2 1966 | 302,29.57142857,2013-12-21 20:00:00,1,1,2 1967 | 302,28.75,2013-12-21 21:00:00,1,1,2 1968 | 302,34,2013-12-21 22:00:00,1,1,2 1969 | 302,34,2013-12-21 23:00:00,1,1,2 1970 | 302,34,2013-12-22 00:00:00,1,1,2 1971 | 302,34,2013-12-22 01:00:00,1,1,2 1972 | 302,34,2013-12-22 02:00:00,1,1,2 1973 | 302,33.93333333,2013-12-22 03:00:00,1,1,2 1974 | 302,34,2013-12-22 04:00:00,1,1,2 1975 | 302,34,2013-12-22 05:00:00,1,1,2 1976 | 302,35.42857143,2013-12-22 06:00:00,1,1,2 1977 | 302,35,2013-12-22 07:00:00,1,1,2 1978 | 302,35.26666667,2013-12-22 08:00:00,1,1,2 1979 | 302,35,2013-12-22 09:00:00,1,1,2 1980 | 302,34.57142857,2013-12-22 10:00:00,1,1,2 1981 | 302,34.8,2013-12-22 11:00:00,1,1,2 1982 | 302,35,2013-12-22 12:00:00,1,1,2 1983 | 302,34.35714286,2013-12-22 13:00:00,1,1,2 1984 | 302,30.625,2013-12-22 14:00:00,1,1,2 1985 | 302,29.53333333,2013-12-22 15:00:00,1,1,2 1986 | 302,28.42857143,2013-12-22 16:00:00,1,1,2 1987 | 302,25.93333333,2013-12-22 17:00:00,1,1,2 1988 | 302,30.2,2013-12-22 18:00:00,1,1,2 1989 | 302,33.6,2013-12-22 19:00:00,1,1,2 1990 | 302,33.66666667,2013-12-22 20:00:00,1,1,2 1991 | 302,33.61538462,2013-12-22 21:00:00,1,1,2 1992 | 302,33.73333333,2013-12-22 22:00:00,1,1,2 1993 | 302,33.66666667,2013-12-22 23:00:00,1,1,2 1994 | 302,34.06666667,2013-12-23 00:00:00,1,1,1 1995 | 302,33.4,2013-12-23 01:00:00,1,1,1 1996 | 302,34.28571429,2013-12-23 02:00:00,1,1,1 1997 | 302,34.73333333,2013-12-23 03:00:00,1,1,1 1998 | 302,34.46666667,2013-12-23 04:00:00,1,1,1 1999 | 302,34.66666667,2013-12-23 05:00:00,1,1,1 2000 | 302,34,2013-12-23 06:00:00,1,1,1 2001 | 302,32.3125,2013-12-23 07:00:00,1,1,1 2002 | 302,26.21428571,2013-12-23 08:00:00,1,1,1 2003 | 302,29.6,2013-12-23 09:00:00,1,1,1 2004 | 302,34.375,2013-12-23 10:00:00,1,1,1 2005 | 302,34.13333333,2013-12-23 11:00:00,1,1,1 2006 | 302,34.26666667,2013-12-23 12:00:00,1,1,1 2007 | 302,35.5,2013-12-23 13:00:00,1,1,1 2008 | 302,30.6875,2013-12-23 14:00:00,1,1,1 2009 | 302,20,2013-12-23 15:00:00,1,1,1 2010 | 302,28.6,2013-12-23 16:00:00,1,1,1 2011 | 302,21.5,2013-12-23 17:00:00,1,1,1 2012 | 302,25.6875,2013-12-23 18:00:00,1,1,1 2013 | 302,32,2013-12-23 19:00:00,1,1,1 2014 | 302,33,2013-12-23 20:00:00,1,1,1 2015 | 302,36.5,2013-12-23 21:00:00,1,1,1 2016 | 302,40,2013-12-23 22:00:00,1,1,1 2017 | 302,40,2013-12-23 23:00:00,1,1,1 2018 | 302,39.5625,2013-12-24 00:00:00,1,1,1 2019 | 302,40,2013-12-24 01:00:00,1,1,1 2020 | 302,40,2013-12-24 02:00:00,1,1,1 2021 | 302,40,2013-12-24 03:00:00,1,1,1 2022 | 302,40,2013-12-24 04:00:00,1,1,1 2023 | 302,40,2013-12-24 05:00:00,1,1,1 2024 | 302,40,2013-12-24 06:00:00,1,1,1 2025 | 302,38.07142857,2013-12-24 07:00:00,1,1,1 2026 | 302,25.75,2013-12-24 08:00:00,1,1,1 2027 | 302,26.73333333,2013-12-24 09:00:00,1,1,1 2028 | 302,34.6,2013-12-24 10:00:00,1,1,1 2029 | 302,34.26666667,2013-12-24 11:00:00,1,1,1 2030 | 302,34.23076923,2013-12-24 12:00:00,1,1,1 2031 | 302,34.73333333,2013-12-24 13:00:00,1,1,1 2032 | 302,29.5,2013-12-24 14:00:00,1,1,1 2033 | 302,28.21428571,2013-12-24 15:00:00,1,1,1 2034 | 302,24.06666667,2013-12-24 16:00:00,1,1,1 2035 | 302,19.9375,2013-12-24 17:00:00,1,1,1 2036 | 302,24.8,2013-12-24 18:00:00,1,1,1 2037 | 302,27.78571429,2013-12-24 19:00:00,1,1,1 2038 | 302,32,2013-12-24 20:00:00,1,1,1 2039 | 302,32.33333333,2013-12-24 21:00:00,1,1,1 2040 | 302,33.26666667,2013-12-24 22:00:00,1,1,1 2041 | 302,33,2013-12-24 23:00:00,1,1,1 2042 | 302,32.93333333,2013-12-25 00:00:00,1,1,3 2043 | 302,33,2013-12-25 01:00:00,1,1,3 2044 | 302,33,2013-12-25 02:00:00,1,1,3 2045 | 302,33,2013-12-25 03:00:00,1,1,3 2046 | 302,33.8125,2013-12-25 04:00:00,1,1,3 2047 | 302,34,2013-12-25 05:00:00,1,1,3 2048 | 302,34,2013-12-25 06:00:00,1,1,3 2049 | 302,31.75,2013-12-25 07:00:00,1,1,3 2050 | 302,27.76923077,2013-12-25 08:00:00,1,1,3 2051 | 302,29.93333333,2013-12-25 09:00:00,1,1,3 2052 | 302,31.8,2013-12-25 10:00:00,1,1,3 2053 | 302,31.66666667,2013-12-25 11:00:00,1,1,3 2054 | 302,33.06666667,2013-12-25 12:00:00,1,1,3 2055 | 302,28.14285714,2013-12-25 13:00:00,1,1,3 2056 | 302,29.6875,2013-12-25 14:00:00,1,1,3 2057 | 302,24.71428571,2013-12-25 15:00:00,1,1,3 2058 | 302,26,2013-12-25 16:00:00,1,1,3 2059 | 302,23.2,2013-12-25 17:00:00,1,1,3 2060 | 302,21.93333333,2013-12-25 18:00:00,1,1,3 2061 | 302,28.71428571,2013-12-25 19:00:00,1,1,3 2062 | 302,31.6875,2013-12-25 20:00:00,1,1,3 2063 | 302,29.14285714,2013-12-25 21:00:00,1,1,3 2064 | 302,31,2013-12-25 22:00:00,1,1,3 2065 | 302,32,2013-12-25 23:00:00,1,1,3 2066 | 302,32,2013-12-26 00:00:00,1,1,1 2067 | 302,32,2013-12-26 01:00:00,1,1,1 2068 | 302,32,2013-12-26 02:00:00,1,1,1 2069 | 302,32,2013-12-26 03:00:00,1,1,1 2070 | 302,32.92857143,2013-12-26 04:00:00,1,1,1 2071 | 302,32.875,2013-12-26 05:00:00,1,1,1 2072 | 302,33,2013-12-26 06:00:00,1,1,1 2073 | 302,29.8,2013-12-26 07:00:00,1,1,1 2074 | 302,22.8,2013-12-26 08:00:00,1,1,1 2075 | 302,27.14285714,2013-12-26 09:00:00,1,1,1 2076 | 302,30.375,2013-12-26 10:00:00,1,1,1 2077 | 302,29.92857143,2013-12-26 11:00:00,1,1,1 2078 | 302,32.66666667,2013-12-26 12:00:00,1,1,1 2079 | 302,31.33333333,2013-12-26 13:00:00,1,1,1 2080 | 302,30.46666667,2013-12-26 14:00:00,1,1,1 2081 | 302,25.28571429,2013-12-26 15:00:00,1,1,1 2082 | 302,24.4375,2013-12-26 16:00:00,1,1,1 2083 | 302,18.06666667,2013-12-26 17:00:00,1,1,1 2084 | 302,22.2,2013-12-26 18:00:00,1,1,1 2085 | 302,30.4,2013-12-26 19:00:00,1,1,1 2086 | 302,31,2013-12-26 20:00:00,1,1,1 2087 | 302,31,2013-12-26 21:00:00,1,1,1 2088 | 302,30.9375,2013-12-26 22:00:00,1,1,1 2089 | 302,31,2013-12-26 23:00:00,1,1,1 2090 | 302,31.2,2013-12-27 00:00:00,1,1,1 2091 | 302,31.2,2013-12-27 01:00:00,1,1,1 2092 | 302,32,2013-12-27 02:00:00,1,1,1 2093 | 302,32,2013-12-27 03:00:00,1,1,1 2094 | 302,31.93333333,2013-12-27 04:00:00,1,1,1 2095 | 302,32,2013-12-27 05:00:00,1,1,1 2096 | 302,31.66666667,2013-12-27 06:00:00,1,1,1 2097 | 302,29.64285714,2013-12-27 07:00:00,1,1,1 2098 | 302,24.13333333,2013-12-27 08:00:00,1,1,1 2099 | 302,24.86666667,2013-12-27 09:00:00,1,1,1 2100 | 302,24.46666667,2013-12-27 10:00:00,1,1,1 2101 | 302,28.6,2013-12-27 11:00:00,1,1,1 2102 | 302,35,2013-12-27 12:00:00,1,1,1 2103 | 302,29.66666667,2013-12-27 13:00:00,1,1,1 2104 | 302,27.93333333,2013-12-27 14:00:00,1,1,1 2105 | 302,25.5625,2013-12-27 15:00:00,1,1,1 2106 | 302,19.28571429,2013-12-27 16:00:00,1,1,1 2107 | 302,20.53333333,2013-12-27 17:00:00,1,1,1 2108 | 302,18.8,2013-12-27 18:00:00,1,1,1 2109 | 302,31,2013-12-27 19:00:00,1,1,1 2110 | 302,34,2013-12-27 20:00:00,1,1,1 2111 | 302,33.25,2013-12-27 21:00:00,1,1,1 2112 | 302,34,2013-12-27 22:00:00,1,1,1 2113 | 302,34,2013-12-27 23:00:00,1,1,1 2114 | 302,34,2013-12-28 00:00:00,1,1,2 2115 | 302,34,2013-12-28 01:00:00,1,1,2 2116 | 302,34.4375,2013-12-28 02:00:00,1,1,2 2117 | 302,35,2013-12-28 03:00:00,1,1,2 2118 | 302,35,2013-12-28 04:00:00,1,1,2 2119 | 302,35,2013-12-28 05:00:00,1,1,2 2120 | 302,35,2013-12-28 06:00:00,1,1,2 2121 | 302,35,2013-12-28 07:00:00,1,1,2 2122 | 302,35,2013-12-28 08:00:00,1,1,2 2123 | 302,35,2013-12-28 09:00:00,1,1,2 2124 | 302,33.8,2013-12-28 10:00:00,1,1,2 2125 | 302,35,2013-12-28 11:00:00,1,1,2 2126 | 302,35,2013-12-28 12:00:00,1,1,2 2127 | 302,34.35714286,2013-12-28 13:00:00,1,1,2 2128 | 302,33.14285714,2013-12-28 14:00:00,1,1,2 2129 | 302,31.26666667,2013-12-28 15:00:00,1,1,2 2130 | 302,22.25,2013-12-28 16:00:00,1,1,2 2131 | 302,23.92857143,2013-12-28 17:00:00,1,1,2 2132 | 302,30.71428571,2013-12-28 18:00:00,1,1,2 2133 | 302,34,2013-12-28 19:00:00,1,1,2 2134 | 302,34,2013-12-28 20:00:00,1,1,2 2135 | 302,34,2013-12-28 21:00:00,1,1,2 2136 | 302,34,2013-12-28 22:00:00,1,1,2 2137 | 302,34,2013-12-28 23:00:00,1,1,2 2138 | 302,34,2013-12-29 00:00:00,1,1,2 2139 | 302,34,2013-12-29 01:00:00,1,1,2 2140 | 302,34,2013-12-29 02:00:00,1,1,2 2141 | 302,34,2013-12-29 03:00:00,1,1,2 2142 | 302,34,2013-12-29 04:00:00,1,1,2 2143 | 302,34,2013-12-29 05:00:00,1,1,2 2144 | 302,34.07142857,2013-12-29 06:00:00,1,1,2 2145 | 302,34.93333333,2013-12-29 07:00:00,1,1,2 2146 | 302,35,2013-12-29 08:00:00,1,1,2 2147 | 302,35,2013-12-29 09:00:00,1,1,2 2148 | 302,34.3125,2013-12-29 10:00:00,1,1,2 2149 | 302,35,2013-12-29 11:00:00,1,1,2 2150 | 302,35,2013-12-29 12:00:00,1,1,2 2151 | 302,34.33333333,2013-12-29 13:00:00,1,1,2 2152 | 302,34.1875,2013-12-29 14:00:00,1,1,2 2153 | 302,26.30769231,2013-12-29 15:00:00,1,1,2 2154 | 302,33.4,2013-12-29 16:00:00,1,1,2 2155 | 302,28.4,2013-12-29 17:00:00,1,1,2 2156 | 302,32.5,2013-12-29 18:00:00,1,1,2 2157 | 302,33,2013-12-29 19:00:00,1,1,2 2158 | 302,31.75,2013-12-29 20:00:00,1,1,2 2159 | 302,32.92857143,2013-12-29 21:00:00,1,1,2 2160 | 302,34,2013-12-29 22:00:00,1,1,2 2161 | 302,34,2013-12-29 23:00:00,1,1,2 2162 | 302,33.86666667,2013-12-30 00:00:00,1,1,1 2163 | 302,34,2013-12-30 01:00:00,1,1,1 2164 | 302,34,2013-12-30 02:00:00,1,1,1 2165 | 302,34,2013-12-30 03:00:00,1,1,1 2166 | 302,34.42857143,2013-12-30 04:00:00,1,1,1 2167 | 302,35,2013-12-30 05:00:00,1,1,1 2168 | 302,34.2,2013-12-30 06:00:00,1,1,1 2169 | 302,30.8,2013-12-30 07:00:00,1,1,1 2170 | 302,24.66666667,2013-12-30 08:00:00,1,1,1 2171 | 302,30.71428571,2013-12-30 09:00:00,1,1,1 2172 | 302,31.86666667,2013-12-30 10:00:00,1,1,1 2173 | 302,27.875,2013-12-30 11:00:00,1,1,1 2174 | 302,33.93333333,2013-12-30 12:00:00,1,1,1 2175 | 302,34.28571429,2013-12-30 13:00:00,1,1,1 2176 | 302,29.53333333,2013-12-30 14:00:00,1,1,1 2177 | 302,23.4,2013-12-30 15:00:00,1,1,1 2178 | 302,16.28571429,2013-12-30 16:00:00,1,1,1 2179 | 302,19.93333333,2013-12-30 17:00:00,1,1,1 2180 | 302,21.73333333,2013-12-30 18:00:00,1,1,1 2181 | 302,27.66666667,2013-12-30 19:00:00,1,1,1 2182 | 302,32,2013-12-30 20:00:00,1,1,1 2183 | 302,32,2013-12-30 21:00:00,1,1,1 2184 | 302,31.85714286,2013-12-30 22:00:00,1,1,1 2185 | 302,32,2013-12-30 23:00:00,1,1,1 2186 | 302,32.06666667,2013-12-31 00:00:00,1,1,1 2187 | 302,32,2013-12-31 01:00:00,1,1,1 2188 | 302,31.93333333,2013-12-31 02:00:00,1,1,1 2189 | 302,32,2013-12-31 03:00:00,1,1,1 2190 | 302,31.92857143,2013-12-31 04:00:00,1,1,1 2191 | 302,32,2013-12-31 05:00:00,1,1,1 2192 | 302,32,2013-12-31 06:00:00,1,1,1 2193 | 302,31.86666667,2013-12-31 07:00:00,1,1,1 2194 | 302,26,2013-12-31 08:00:00,1,1,1 2195 | 302,29.53333333,2013-12-31 09:00:00,1,1,1 2196 | 302,29.28571429,2013-12-31 10:00:00,1,1,1 2197 | 302,30.1875,2013-12-31 11:00:00,1,1,1 2198 | 302,32.78571429,2013-12-31 12:00:00,1,1,1 2199 | 302,34.25,2013-12-31 13:00:00,1,1,1 2200 | 302,30.85714286,2013-12-31 14:00:00,1,1,1 2201 | 302,23.66666667,2013-12-31 15:00:00,1,1,1 2202 | 302,29.6,2013-12-31 16:00:00,1,1,1 2203 | 302,20.4,2013-12-31 17:00:00,1,1,1 2204 | 302,21.66666667,2013-12-31 18:00:00,1,1,1 2205 | 302,29.6875,2013-12-31 19:00:00,1,1,1 2206 | 302,31.28571429,2013-12-31 20:00:00,1,1,1 2207 | 302,32,2013-12-31 21:00:00,1,1,1 2208 | 302,32.57142857,2013-12-31 22:00:00,1,1,1 2209 | 302,33,2013-12-31 23:00:00,1,1,1 2210 | 302,33,2014-01-01 00:00:00,1,1,3 2211 | 302,33,2014-01-01 01:00:00,1,1,3 2212 | 302,33,2014-01-01 02:00:00,1,1,3 2213 | 302,33,2014-01-01 03:00:00,1,1,3 2214 | 302,33,2014-01-01 04:00:00,1,1,3 2215 | 302,33,2014-01-01 05:00:00,1,1,3 2216 | 302,33.75,2014-01-01 06:00:00,1,1,3 2217 | 302,34,2014-01-01 07:00:00,1,1,3 2218 | 302,34,2014-01-01 08:00:00,1,1,3 2219 | 302,33.28571429,2014-01-01 09:00:00,1,1,3 2220 | 302,31.625,2014-01-01 10:00:00,1,1,3 2221 | 302,32.57142857,2014-01-01 11:00:00,1,1,3 2222 | 302,32.6,2014-01-01 12:00:00,1,1,3 2223 | 302,31.33333333,2014-01-01 13:00:00,1,1,3 2224 | 302,33.06666667,2014-01-01 14:00:00,1,1,3 2225 | 302,33.0625,2014-01-01 15:00:00,1,1,3 2226 | 302,33.13333333,2014-01-01 16:00:00,1,1,3 2227 | 302,28.28571429,2014-01-01 17:00:00,1,1,3 2228 | 302,33.25,2014-01-01 18:00:00,1,1,3 2229 | 302,33.71428571,2014-01-01 19:00:00,1,1,3 2230 | 302,34,2014-01-01 20:00:00,1,1,3 2231 | 302,34,2014-01-01 21:00:00,1,1,3 2232 | 302,34,2014-01-01 22:00:00,1,1,3 2233 | 302,34,2014-01-01 23:00:00,1,1,3 2234 | 302,34,2014-01-02 00:00:00,1,1,1 2235 | 302,34,2014-01-02 01:00:00,1,1,1 2236 | 302,34,2014-01-02 02:00:00,1,1,1 2237 | 302,34,2014-01-02 03:00:00,1,1,1 2238 | 302,34,2014-01-02 04:00:00,1,1,1 2239 | 302,34,2014-01-02 05:00:00,1,1,1 2240 | 302,34,2014-01-02 06:00:00,1,1,1 2241 | 302,33.4,2014-01-02 07:00:00,1,1,1 2242 | 302,27.3125,2014-01-02 08:00:00,1,1,1 2243 | 302,30.13333333,2014-01-02 09:00:00,1,1,1 2244 | 302,33.35714286,2014-01-02 10:00:00,1,1,1 2245 | 302,34,2014-01-02 11:00:00,1,1,1 2246 | 302,34,2014-01-02 12:00:00,1,1,1 2247 | 302,32.86666667,2014-01-02 13:00:00,1,1,1 2248 | 302,29.35714286,2014-01-02 14:00:00,1,1,1 2249 | 302,31.73333333,2014-01-02 15:00:00,1,1,1 2250 | 302,26.26666667,2014-01-02 16:00:00,1,1,1 2251 | 302,21.33333333,2014-01-02 17:00:00,1,1,1 2252 | 302,26,2014-01-02 18:00:00,1,1,1 2253 | 302,31.25,2014-01-02 19:00:00,1,1,1 2254 | 302,32,2014-01-02 20:00:00,1,1,1 2255 | 302,32,2014-01-02 21:00:00,1,1,1 2256 | 302,32,2014-01-02 22:00:00,1,1,1 2257 | 302,32,2014-01-02 23:00:00,1,1,1 2258 | 302,32.0625,2014-01-03 00:00:00,1,1,1 2259 | 302,32,2014-01-03 01:00:00,1,1,1 2260 | 302,32,2014-01-03 02:00:00,1,1,1 2261 | 302,32,2014-01-03 03:00:00,1,1,1 2262 | 302,32,2014-01-03 04:00:00,1,1,1 2263 | 302,32,2014-01-03 05:00:00,1,1,1 2264 | 302,32,2014-01-03 06:00:00,1,1,1 2265 | 302,31.4375,2014-01-03 07:00:00,1,1,1 2266 | 302,29.28571429,2014-01-03 08:00:00,1,1,1 2267 | 302,29.93333333,2014-01-03 09:00:00,1,1,1 2268 | 302,32.625,2014-01-03 10:00:00,1,1,1 2269 | 302,31.15384615,2014-01-03 11:00:00,1,1,1 2270 | 302,31.5625,2014-01-03 12:00:00,1,1,1 2271 | 302,32.07692308,2014-01-03 13:00:00,1,1,1 2272 | 302,32.33333333,2014-01-03 14:00:00,1,1,1 2273 | 302,27.26666667,2014-01-03 15:00:00,1,1,1 2274 | 302,28.06666667,2014-01-03 16:00:00,1,1,1 2275 | 302,23.2,2014-01-03 17:00:00,1,1,1 2276 | 302,24.93333333,2014-01-03 18:00:00,1,1,1 2277 | 302,30,2014-01-03 19:00:00,1,1,1 2278 | 302,28.46666667,2014-01-03 20:00:00,1,1,1 2279 | 302,26.86666667,2014-01-03 21:00:00,1,1,1 2280 | 302,33,2014-01-03 22:00:00,1,1,1 2281 | 302,33,2014-01-03 23:00:00,1,1,1 2282 | 302,33,2014-01-04 00:00:00,1,1,2 2283 | 302,33,2014-01-04 01:00:00,1,1,2 2284 | 302,33,2014-01-04 02:00:00,1,1,2 2285 | 302,33,2014-01-04 03:00:00,1,1,2 2286 | 302,33.53333333,2014-01-04 04:00:00,1,1,2 2287 | 302,34,2014-01-04 05:00:00,1,1,2 2288 | 302,34,2014-01-04 06:00:00,1,1,2 2289 | 302,34,2014-01-04 07:00:00,1,1,2 2290 | 302,34,2014-01-04 08:00:00,1,1,2 2291 | 302,34,2014-01-04 09:00:00,1,1,2 2292 | 302,34.53333333,2014-01-04 10:00:00,1,1,2 2293 | 302,33.85714286,2014-01-04 11:00:00,1,1,2 2294 | 302,34.06666667,2014-01-04 12:00:00,1,1,2 2295 | 302,35,2014-01-04 13:00:00,1,1,2 2296 | 302,31.4,2014-01-04 14:00:00,1,1,2 2297 | 302,29.07142857,2014-01-04 15:00:00,1,1,2 2298 | 302,28.3125,2014-01-04 16:00:00,1,1,2 2299 | 302,28.85714286,2014-01-04 17:00:00,1,1,2 2300 | 302,32.33333333,2014-01-04 18:00:00,1,1,2 2301 | 302,32.375,2014-01-04 19:00:00,1,1,2 2302 | 302,32.30769231,2014-01-04 20:00:00,1,1,2 2303 | 302,32.4,2014-01-04 21:00:00,1,1,2 2304 | 302,33.46666667,2014-01-04 22:00:00,1,1,2 2305 | 302,33.5625,2014-01-04 23:00:00,1,1,2 2306 | 302,33.3125,2014-01-05 00:00:00,1,1,2 2307 | 302,33.21428571,2014-01-05 01:00:00,1,1,2 2308 | 302,33.2,2014-01-05 02:00:00,1,1,2 2309 | 302,33.33333333,2014-01-05 03:00:00,1,1,2 2310 | 302,33.5,2014-01-05 04:00:00,1,1,2 2311 | 302,33.4,2014-01-05 05:00:00,1,1,2 2312 | 302,33.53333333,2014-01-05 06:00:00,1,1,2 2313 | 302,33.73333333,2014-01-05 07:00:00,1,1,2 2314 | 302,34.53333333,2014-01-05 08:00:00,1,1,2 2315 | 302,34.46666667,2014-01-05 09:00:00,1,1,2 2316 | 302,34.33333333,2014-01-05 10:00:00,1,1,2 2317 | 302,34.625,2014-01-05 11:00:00,1,1,2 2318 | 302,34.57142857,2014-01-05 12:00:00,1,1,2 2319 | 302,33.42857143,2014-01-05 13:00:00,1,1,2 2320 | 302,33.2,2014-01-05 14:00:00,1,1,2 2321 | 302,29.3125,2014-01-05 15:00:00,1,1,2 2322 | 302,33.71428571,2014-01-05 16:00:00,1,1,2 2323 | 302,34.375,2014-01-05 17:00:00,1,1,2 2324 | 302,33.6,2014-01-05 18:00:00,1,1,2 2325 | 302,33.26666667,2014-01-05 19:00:00,1,1,2 2326 | 302,34,2014-01-05 20:00:00,1,1,2 2327 | 302,34.46666667,2014-01-05 21:00:00,1,1,2 2328 | 302,35.42857143,2014-01-05 22:00:00,1,1,2 2329 | 302,35.46666667,2014-01-05 23:00:00,1,1,2 2330 | 302,35.2,2014-01-06 00:00:00,1,1,1 2331 | 302,35.4,2014-01-06 01:00:00,1,1,1 2332 | 302,36.2,2014-01-06 02:00:00,1,1,1 2333 | 302,36.4,2014-01-06 03:00:00,1,1,1 2334 | 302,36.26666667,2014-01-06 04:00:00,1,1,1 2335 | 302,36.375,2014-01-06 05:00:00,1,1,1 2336 | 302,36.4,2014-01-06 06:00:00,1,1,1 2337 | 302,34.84615385,2014-01-06 07:00:00,1,1,1 2338 | 302,24.2,2014-01-06 08:00:00,1,1,1 2339 | 302,30.13333333,2014-01-06 09:00:00,1,1,1 2340 | 302,32.86666667,2014-01-06 10:00:00,1,1,1 2341 | 302,34,2014-01-06 11:00:00,1,1,1 2342 | 302,34.06666667,2014-01-06 12:00:00,1,1,1 2343 | 302,34.06666667,2014-01-06 13:00:00,1,1,1 2344 | 302,28.71428571,2014-01-06 14:00:00,1,1,1 2345 | 302,23.1875,2014-01-06 15:00:00,1,1,1 2346 | 302,21.53333333,2014-01-06 16:00:00,1,1,1 2347 | 302,20.85714286,2014-01-06 17:00:00,1,1,1 2348 | 302,20.26666667,2014-01-06 18:00:00,1,1,1 2349 | 302,29.625,2014-01-06 19:00:00,1,1,1 2350 | 302,34.42857143,2014-01-06 20:00:00,1,1,1 2351 | 302,35,2014-01-06 21:00:00,1,1,1 2352 | 302,35,2014-01-06 22:00:00,1,1,1 2353 | 302,35,2014-01-06 23:00:00,1,1,1 2354 | 302,34.73333333,2014-01-07 00:00:00,2,1,1 2355 | 302,35,2014-01-07 01:00:00,2,1,1 2356 | 302,35,2014-01-07 02:00:00,2,1,1 2357 | 302,34.93333333,2014-01-07 03:00:00,2,1,1 2358 | 302,34.86666667,2014-01-07 04:00:00,2,1,1 2359 | 302,34.86666667,2014-01-07 05:00:00,2,1,1 2360 | 302,35,2014-01-07 06:00:00,2,1,1 2361 | 302,31.53333333,2014-01-07 07:00:00,2,1,1 2362 | 302,25.2,2014-01-07 08:00:00,2,1,1 2363 | 302,28.53333333,2014-01-07 09:00:00,2,1,1 2364 | 302,30,2014-01-07 10:00:00,2,1,1 2365 | 302,29.42857143,2014-01-07 11:00:00,2,1,1 2366 | 302,33.93333333,2014-01-07 12:00:00,2,1,1 2367 | 302,33.13333333,2014-01-07 13:00:00,2,1,1 2368 | 302,27.0625,2014-01-07 14:00:00,2,1,1 2369 | 302,26.92307692,2014-01-07 15:00:00,2,1,1 2370 | 302,25.25,2014-01-07 16:00:00,2,1,1 2371 | 302,20.86666667,2014-01-07 17:00:00,2,1,1 2372 | 302,20.5,2014-01-07 18:00:00,2,1,1 2373 | 302,30.46666667,2014-01-07 19:00:00,2,1,1 2374 | 302,30.64285714,2014-01-07 20:00:00,2,1,1 2375 | 302,31,2014-01-07 21:00:00,2,1,1 2376 | 302,31,2014-01-07 22:00:00,2,1,1 2377 | 302,31,2014-01-07 23:00:00,2,1,1 2378 | 302,31.1875,2014-01-08 00:00:00,2,1,1 2379 | 302,31,2014-01-08 01:00:00,2,1,1 2380 | 302,31.26666667,2014-01-08 02:00:00,2,1,1 2381 | 302,32,2014-01-08 03:00:00,2,1,1 2382 | 302,32,2014-01-08 04:00:00,2,1,1 2383 | 302,32,2014-01-08 05:00:00,2,1,1 2384 | 302,32.375,2014-01-08 06:00:00,2,1,1 2385 | 302,31.78571429,2014-01-08 07:00:00,2,1,1 2386 | 302,24.8125,2014-01-08 08:00:00,2,1,1 2387 | 302,27.92307692,2014-01-08 09:00:00,2,1,1 2388 | 302,32.53333333,2014-01-08 10:00:00,2,1,1 2389 | 302,31.8125,2014-01-08 11:00:00,2,1,1 2390 | 302,32.6,2014-01-08 12:00:00,2,1,1 2391 | 302,34.85714286,2014-01-08 13:00:00,2,1,1 2392 | 302,33.73333333,2014-01-08 14:00:00,2,1,1 2393 | 302,27.4,2014-01-08 15:00:00,2,1,1 2394 | 302,19.73333333,2014-01-08 16:00:00,2,1,1 2395 | 302,12.66666667,2014-01-08 17:00:00,2,1,1 2396 | 302,20.06666667,2014-01-08 18:00:00,2,1,1 2397 | 302,31.21428571,2014-01-08 19:00:00,2,1,1 2398 | 302,32.6,2014-01-08 20:00:00,2,1,1 2399 | 302,32.2,2014-01-08 21:00:00,2,1,1 2400 | 302,33.1875,2014-01-08 22:00:00,2,1,1 2401 | 302,34,2014-01-08 23:00:00,2,1,1 2402 | 302,34,2014-01-09 00:00:00,1,1,1 2403 | 302,34,2014-01-09 01:00:00,1,1,1 2404 | 302,34,2014-01-09 02:00:00,1,1,1 2405 | 302,34,2014-01-09 03:00:00,1,1,1 2406 | 302,33.93333333,2014-01-09 04:00:00,1,1,1 2407 | 302,33.5,2014-01-09 05:00:00,1,1,1 2408 | 302,34,2014-01-09 06:00:00,1,1,1 2409 | 302,29.625,2014-01-09 07:00:00,1,1,1 2410 | 302,27.5,2014-01-09 08:00:00,1,1,1 2411 | 302,30.75,2014-01-09 09:00:00,1,1,1 2412 | 302,33.14285714,2014-01-09 10:00:00,1,1,1 2413 | 302,33.93333333,2014-01-09 11:00:00,1,1,1 2414 | 302,35,2014-01-09 12:00:00,1,1,1 2415 | 302,33.4375,2014-01-09 13:00:00,1,1,1 2416 | 302,31.35714286,2014-01-09 14:00:00,1,1,1 2417 | 302,25.6,2014-01-09 15:00:00,1,1,1 2418 | 302,22.8,2014-01-09 16:00:00,1,1,1 2419 | 302,21.13333333,2014-01-09 17:00:00,1,1,1 2420 | 302,21.6,2014-01-09 18:00:00,1,1,1 2421 | 302,30.625,2014-01-09 19:00:00,1,1,1 2422 | 302,33.07142857,2014-01-09 20:00:00,1,1,1 2423 | 302,34,2014-01-09 21:00:00,1,1,1 2424 | 302,34,2014-01-09 22:00:00,1,1,1 2425 | 302,34,2014-01-09 23:00:00,1,1,1 2426 | 302,34,2014-01-10 00:00:00,1,1,1 2427 | 302,34,2014-01-10 01:00:00,1,1,1 2428 | 302,34,2014-01-10 02:00:00,1,1,1 2429 | 302,34,2014-01-10 03:00:00,1,1,1 2430 | 302,34,2014-01-10 04:00:00,1,1,1 2431 | 302,34.6875,2014-01-10 05:00:00,1,1,1 2432 | 302,35,2014-01-10 06:00:00,1,1,1 2433 | 302,32.26666667,2014-01-10 07:00:00,1,1,1 2434 | 302,25,2014-01-10 08:00:00,1,1,1 2435 | 302,27.4,2014-01-10 09:00:00,1,1,1 2436 | 302,33.2,2014-01-10 10:00:00,1,1,1 2437 | 302,34.0625,2014-01-10 11:00:00,1,1,1 2438 | 302,35,2014-01-10 12:00:00,1,1,1 2439 | 302,34.86666667,2014-01-10 13:00:00,1,1,1 2440 | 302,30.57142857,2014-01-10 14:00:00,1,1,1 2441 | 302,26.53333333,2014-01-10 15:00:00,1,1,1 2442 | 302,27.4375,2014-01-10 16:00:00,1,1,1 2443 | 302,21.78571429,2014-01-10 17:00:00,1,1,1 2444 | 302,21,2014-01-10 18:00:00,1,1,1 2445 | 302,31.6,2014-01-10 19:00:00,1,1,1 2446 | 302,32.33333333,2014-01-10 20:00:00,1,1,1 2447 | 302,29,2014-01-10 21:00:00,1,1,1 2448 | 302,33,2014-01-10 22:00:00,1,1,1 2449 | 302,33,2014-01-10 23:00:00,1,1,1 2450 | 302,33.06666667,2014-01-11 00:00:00,2,1,2 2451 | 302,33,2014-01-11 01:00:00,2,1,2 2452 | 302,33,2014-01-11 02:00:00,2,1,2 2453 | 302,33,2014-01-11 03:00:00,2,1,2 2454 | 302,33,2014-01-11 04:00:00,2,1,2 2455 | 302,33,2014-01-11 05:00:00,2,1,2 2456 | 302,33.33333333,2014-01-11 06:00:00,2,1,2 2457 | 302,33.8,2014-01-11 07:00:00,2,1,2 2458 | 302,33,2014-01-11 08:00:00,2,1,2 2459 | 302,30.66666667,2014-01-11 09:00:00,2,1,2 2460 | 302,30.66666667,2014-01-11 10:00:00,2,1,2 2461 | 302,30.66666667,2014-01-11 11:00:00,2,1,2 2462 | 302,30.14285714,2014-01-11 12:00:00,2,1,2 2463 | 302,27.9375,2014-01-11 13:00:00,2,1,2 2464 | 302,27.85714286,2014-01-11 14:00:00,2,1,2 2465 | 302,30.375,2014-01-11 15:00:00,2,1,2 2466 | 302,25.76923077,2014-01-11 16:00:00,2,1,2 2467 | 302,26.13333333,2014-01-11 17:00:00,2,1,2 2468 | 302,27.66666667,2014-01-11 18:00:00,2,1,2 2469 | 302,33.75,2014-01-11 19:00:00,2,1,2 2470 | 302,33.73333333,2014-01-11 20:00:00,2,1,2 2471 | 302,33.71428571,2014-01-11 21:00:00,2,1,2 2472 | 302,34,2014-01-11 22:00:00,2,1,2 2473 | 302,34,2014-01-11 23:00:00,2,1,2 2474 | 302,34,2014-01-12 00:00:00,2,1,2 2475 | 302,34,2014-01-12 01:00:00,2,1,2 2476 | 302,34,2014-01-12 02:00:00,2,1,2 2477 | 302,34,2014-01-12 03:00:00,2,1,2 2478 | 302,34,2014-01-12 04:00:00,2,1,2 2479 | 302,34,2014-01-12 05:00:00,2,1,2 2480 | 302,33.73333333,2014-01-12 06:00:00,2,1,2 2481 | 302,34.4375,2014-01-12 07:00:00,2,1,2 2482 | 302,34.07142857,2014-01-12 08:00:00,2,1,2 2483 | 302,35.26666667,2014-01-12 09:00:00,2,1,2 2484 | 302,36,2014-01-12 10:00:00,2,1,2 2485 | 302,36,2014-01-12 11:00:00,2,1,2 2486 | 302,35.42857143,2014-01-12 12:00:00,2,1,2 2487 | 302,35.46666667,2014-01-12 13:00:00,2,1,2 2488 | 302,33.93333333,2014-01-12 14:00:00,2,1,2 2489 | 302,34.0625,2014-01-12 15:00:00,2,1,2 2490 | 302,32,2014-01-12 16:00:00,2,1,2 2491 | 302,33.73333333,2014-01-12 17:00:00,2,1,2 2492 | 302,34,2014-01-12 18:00:00,2,1,2 2493 | 302,34,2014-01-12 19:00:00,2,1,2 2494 | 302,34,2014-01-12 20:00:00,2,1,2 2495 | 302,34,2014-01-12 21:00:00,2,1,2 2496 | 302,34,2014-01-12 22:00:00,2,1,2 2497 | 302,34,2014-01-12 23:00:00,2,1,2 2498 | 302,33.86666667,2014-01-13 00:00:00,3,1,1 2499 | 302,34,2014-01-13 01:00:00,3,1,1 2500 | 302,33.73333333,2014-01-13 02:00:00,3,1,1 2501 | 302,35.2,2014-01-13 03:00:00,3,1,1 2502 | 302,35.93333333,2014-01-13 04:00:00,3,1,1 2503 | 302,36,2014-01-13 05:00:00,3,1,1 2504 | 302,35.8,2014-01-13 06:00:00,3,1,1 2505 | 302,33,2014-01-13 07:00:00,3,1,1 2506 | 302,26.61538462,2014-01-13 08:00:00,3,1,1 2507 | 302,29.3125,2014-01-13 09:00:00,3,1,1 2508 | 302,33.71428571,2014-01-13 10:00:00,3,1,1 2509 | 302,31.9375,2014-01-13 11:00:00,3,1,1 2510 | 302,33.78571429,2014-01-13 12:00:00,3,1,1 2511 | 302,33.53333333,2014-01-13 13:00:00,3,1,1 2512 | 302,24.53333333,2014-01-13 14:00:00,3,1,1 2513 | 302,17.5,2014-01-13 15:00:00,3,1,1 2514 | 302,19.53333333,2014-01-13 16:00:00,3,1,1 2515 | 302,20.78571429,2014-01-13 17:00:00,3,1,1 2516 | 302,22.33333333,2014-01-13 18:00:00,3,1,1 2517 | 302,28.73333333,2014-01-13 19:00:00,3,1,1 2518 | 302,32,2014-01-13 20:00:00,3,1,1 2519 | 302,32,2014-01-13 21:00:00,3,1,1 2520 | 302,32,2014-01-13 22:00:00,3,1,1 2521 | 302,32,2014-01-13 23:00:00,3,1,1 2522 | 302,32.06666667,2014-01-14 00:00:00,1,1,1 2523 | 302,32,2014-01-14 01:00:00,1,1,1 2524 | 302,32,2014-01-14 02:00:00,1,1,1 2525 | 302,32,2014-01-14 03:00:00,1,1,1 2526 | 302,32,2014-01-14 04:00:00,1,1,1 2527 | 302,32,2014-01-14 05:00:00,1,1,1 2528 | 302,32.42857143,2014-01-14 06:00:00,1,1,1 2529 | 302,31.875,2014-01-14 07:00:00,1,1,1 2530 | 302,27.35714286,2014-01-14 08:00:00,1,1,1 2531 | 302,30.78571429,2014-01-14 09:00:00,1,1,1 2532 | 302,35.66666667,2014-01-14 10:00:00,1,1,1 2533 | 302,35.125,2014-01-14 11:00:00,1,1,1 2534 | 302,35.8,2014-01-14 12:00:00,1,1,1 2535 | 302,35.33333333,2014-01-14 13:00:00,1,1,1 2536 | 302,30,2014-01-14 14:00:00,1,1,1 2537 | 302,23.9375,2014-01-14 15:00:00,1,1,1 2538 | 302,24.71428571,2014-01-14 16:00:00,1,1,1 2539 | 302,19.53333333,2014-01-14 17:00:00,1,1,1 2540 | 302,17.21428571,2014-01-14 18:00:00,1,1,1 2541 | 302,31.625,2014-01-14 19:00:00,1,1,1 2542 | 302,32.06666667,2014-01-14 20:00:00,1,1,1 2543 | 302,32.14285714,2014-01-14 21:00:00,1,1,1 2544 | 302,33.4,2014-01-14 22:00:00,1,1,1 2545 | 302,33.85714286,2014-01-14 23:00:00,1,1,1 2546 | 302,34.2,2014-01-15 00:00:00,1,1,1 2547 | 302,33.8,2014-01-15 01:00:00,1,1,1 2548 | 302,34.125,2014-01-15 02:00:00,1,1,1 2549 | 302,33.69230769,2014-01-15 03:00:00,1,1,1 2550 | 302,33.8,2014-01-15 04:00:00,1,1,1 2551 | 302,34.13333333,2014-01-15 05:00:00,1,1,1 2552 | 302,33.66666667,2014-01-15 06:00:00,1,1,1 2553 | 302,35.06666667,2014-01-15 07:00:00,1,1,1 2554 | 302,28.4375,2014-01-15 08:00:00,1,1,1 2555 | 302,31.28571429,2014-01-15 09:00:00,1,1,1 2556 | 302,31.5625,2014-01-15 10:00:00,1,1,1 2557 | 302,35.57142857,2014-01-15 11:00:00,1,1,1 2558 | 302,34.64285714,2014-01-15 12:00:00,1,1,1 2559 | 302,32.0625,2014-01-15 13:00:00,1,1,1 2560 | 302,28.93333333,2014-01-15 14:00:00,1,1,1 2561 | 302,27.46666667,2014-01-15 15:00:00,1,1,1 2562 | 302,26.46666667,2014-01-15 16:00:00,1,1,1 2563 | 302,20.35714286,2014-01-15 17:00:00,1,1,1 2564 | 302,20.93333333,2014-01-15 18:00:00,1,1,1 2565 | 302,31.92857143,2014-01-15 19:00:00,1,1,1 2566 | 302,32.33333333,2014-01-15 20:00:00,1,1,1 2567 | 302,32.53333333,2014-01-15 21:00:00,1,1,1 2568 | 302,32.6875,2014-01-15 22:00:00,1,1,1 2569 | 302,32.71428571,2014-01-15 23:00:00,1,1,1 2570 | 302,32.66666667,2014-01-16 00:00:00,1,1,1 2571 | 302,32.6,2014-01-16 01:00:00,1,1,1 2572 | 302,32.64285714,2014-01-16 02:00:00,1,1,1 2573 | 302,32.85714286,2014-01-16 03:00:00,1,1,1 2574 | 302,33.26666667,2014-01-16 04:00:00,1,1,1 2575 | 302,33.75,2014-01-16 05:00:00,1,1,1 2576 | 302,33.53333333,2014-01-16 06:00:00,1,1,1 2577 | 302,33.92857143,2014-01-16 07:00:00,1,1,1 2578 | 302,31.5625,2014-01-16 08:00:00,1,1,1 2579 | 302,28.5,2014-01-16 09:00:00,1,1,1 2580 | 302,32.73333333,2014-01-16 10:00:00,1,1,1 2581 | 302,33.66666667,2014-01-16 11:00:00,1,1,1 2582 | 302,33.07142857,2014-01-16 12:00:00,1,1,1 2583 | 302,34.06666667,2014-01-16 13:00:00,1,1,1 2584 | 302,30.66666667,2014-01-16 14:00:00,1,1,1 2585 | 302,31.73333333,2014-01-16 15:00:00,1,1,1 2586 | 302,31.06666667,2014-01-16 16:00:00,1,1,1 2587 | 302,20.73333333,2014-01-16 17:00:00,1,1,1 2588 | 302,23.28571429,2014-01-16 18:00:00,1,1,1 2589 | 302,27.6,2014-01-16 19:00:00,1,1,1 2590 | 302,32.06666667,2014-01-16 20:00:00,1,1,1 2591 | 302,32.93333333,2014-01-16 21:00:00,1,1,1 2592 | 302,33.14285714,2014-01-16 22:00:00,1,1,1 2593 | 302,35,2014-01-16 23:00:00,1,1,1 2594 | 302,34.86666667,2014-01-17 00:00:00,1,1,1 2595 | 302,35,2014-01-17 01:00:00,1,1,1 2596 | 302,35,2014-01-17 02:00:00,1,1,1 2597 | 302,35.33333333,2014-01-17 03:00:00,1,1,1 2598 | 302,35.71428571,2014-01-17 04:00:00,1,1,1 2599 | 302,35.53333333,2014-01-17 05:00:00,1,1,1 2600 | 302,35.1875,2014-01-17 06:00:00,1,1,1 2601 | 302,33.92857143,2014-01-17 07:00:00,1,1,1 2602 | 302,28.21428571,2014-01-17 08:00:00,1,1,1 2603 | 302,32.06666667,2014-01-17 09:00:00,1,1,1 2604 | 302,33,2014-01-17 10:00:00,1,1,1 2605 | 302,33.86666667,2014-01-17 11:00:00,1,1,1 2606 | 302,33.66666667,2014-01-17 12:00:00,1,1,1 2607 | 302,33.64285714,2014-01-17 13:00:00,1,1,1 2608 | 302,30,2014-01-17 14:00:00,1,1,1 2609 | 302,23.42857143,2014-01-17 15:00:00,1,1,1 2610 | 302,23.9375,2014-01-17 16:00:00,1,1,1 2611 | 302,20.71428571,2014-01-17 17:00:00,1,1,1 2612 | 302,18.93333333,2014-01-17 18:00:00,1,1,1 2613 | 302,28.5625,2014-01-17 19:00:00,1,1,1 2614 | 302,33,2014-01-17 20:00:00,1,1,1 2615 | 302,30.375,2014-01-17 21:00:00,1,1,1 2616 | 302,33,2014-01-17 22:00:00,1,1,1 2617 | 302,33,2014-01-17 23:00:00,1,1,1 2618 | 302,33,2014-01-18 00:00:00,1,1,2 2619 | 302,33,2014-01-18 01:00:00,1,1,2 2620 | 302,33,2014-01-18 02:00:00,1,1,2 2621 | 302,33,2014-01-18 03:00:00,1,1,2 2622 | 302,33,2014-01-18 04:00:00,1,1,2 2623 | 302,33.4,2014-01-18 05:00:00,1,1,2 2624 | 302,34,2014-01-18 06:00:00,1,1,2 2625 | 302,34.375,2014-01-18 07:00:00,1,1,2 2626 | 302,35,2014-01-18 08:00:00,1,1,2 2627 | 302,34.71428571,2014-01-18 09:00:00,1,1,2 2628 | 302,31.26666667,2014-01-18 10:00:00,1,1,2 2629 | 302,33,2014-01-18 11:00:00,1,1,2 2630 | 302,32.6,2014-01-18 12:00:00,1,1,2 2631 | 302,34,2014-01-18 13:00:00,1,1,2 2632 | 302,32.6,2014-01-18 14:00:00,1,1,2 2633 | 302,29.33333333,2014-01-18 15:00:00,1,1,2 2634 | 302,28.06666667,2014-01-18 16:00:00,1,1,2 2635 | 302,27.78571429,2014-01-18 17:00:00,1,1,2 2636 | 302,32.125,2014-01-18 18:00:00,1,1,2 2637 | 302,33.64285714,2014-01-18 19:00:00,1,1,2 2638 | 302,32,2014-01-18 20:00:00,1,1,2 2639 | 302,29,2014-01-18 21:00:00,1,1,2 2640 | 302,33.46153846,2014-01-18 22:00:00,1,1,2 2641 | 302,34,2014-01-18 23:00:00,1,1,2 2642 | 302,34.07142857,2014-01-19 00:00:00,1,1,2 2643 | 302,34,2014-01-19 01:00:00,1,1,2 2644 | 302,34,2014-01-19 02:00:00,1,1,2 2645 | 302,34,2014-01-19 03:00:00,1,1,2 2646 | 302,34,2014-01-19 04:00:00,1,1,2 2647 | 302,34,2014-01-19 05:00:00,1,1,2 2648 | 302,34.66666667,2014-01-19 06:00:00,1,1,2 2649 | 302,34.86666667,2014-01-19 07:00:00,1,1,2 2650 | 302,34.8,2014-01-19 08:00:00,1,1,2 2651 | 302,33.8,2014-01-19 09:00:00,1,1,2 2652 | 302,32.73333333,2014-01-19 10:00:00,1,1,2 2653 | 302,34.35714286,2014-01-19 11:00:00,1,1,2 2654 | 302,34.86666667,2014-01-19 12:00:00,1,1,2 2655 | 302,33.06666667,2014-01-19 13:00:00,1,1,2 2656 | 302,29,2014-01-19 14:00:00,1,1,2 2657 | 302,27.66666667,2014-01-19 15:00:00,1,1,2 2658 | 302,29.75,2014-01-19 16:00:00,1,1,2 2659 | 302,32.06666667,2014-01-19 17:00:00,1,1,2 2660 | 302,34.33333333,2014-01-19 18:00:00,1,1,2 2661 | 302,35,2014-01-19 19:00:00,1,1,2 2662 | 302,35,2014-01-19 20:00:00,1,1,2 2663 | 302,35,2014-01-19 21:00:00,1,1,2 2664 | 302,35,2014-01-19 22:00:00,1,1,2 2665 | 302,34.9375,2014-01-19 23:00:00,1,1,2 2666 | 302,34.93333333,2014-01-20 00:00:00,1,1,1 2667 | 302,35,2014-01-20 01:00:00,1,1,1 2668 | 302,35,2014-01-20 02:00:00,1,1,1 2669 | 302,35.625,2014-01-20 03:00:00,1,1,1 2670 | 302,35.92857143,2014-01-20 04:00:00,1,1,1 2671 | 302,36.4,2014-01-20 05:00:00,1,1,1 2672 | 302,37,2014-01-20 06:00:00,1,1,1 2673 | 302,35.85714286,2014-01-20 07:00:00,1,1,1 2674 | 302,29.13333333,2014-01-20 08:00:00,1,1,1 2675 | 302,29.375,2014-01-20 09:00:00,1,1,1 2676 | 302,34.78571429,2014-01-20 10:00:00,1,1,1 2677 | 302,35.46666667,2014-01-20 11:00:00,1,1,1 2678 | 302,35.26666667,2014-01-20 12:00:00,1,1,1 2679 | 302,35.4375,2014-01-20 13:00:00,1,1,1 2680 | 302,31.42857143,2014-01-20 14:00:00,1,1,1 2681 | 302,25.26666667,2014-01-20 15:00:00,1,1,1 2682 | 302,22.53333333,2014-01-20 16:00:00,1,1,1 2683 | 302,13.125,2014-01-20 17:00:00,1,1,1 2684 | 302,15,2014-01-20 18:00:00,1,1,1 2685 | 302,25,2014-01-20 19:00:00,1,1,1 2686 | 302,31.875,2014-01-20 20:00:00,1,1,1 2687 | 302,33.07142857,2014-01-20 21:00:00,1,1,1 2688 | 302,33.4,2014-01-20 22:00:00,1,1,1 2689 | 302,34,2014-01-20 23:00:00,1,1,1 2690 | 302,34,2014-01-21 00:00:00,1,1,1 2691 | 302,34.64285714,2014-01-21 01:00:00,1,1,1 2692 | 302,34.875,2014-01-21 02:00:00,1,1,1 2693 | 302,35,2014-01-21 03:00:00,1,1,1 2694 | 302,34.86666667,2014-01-21 04:00:00,1,1,1 2695 | 302,34.86666667,2014-01-21 05:00:00,1,1,1 2696 | 302,34.86666667,2014-01-21 06:00:00,1,1,1 2697 | 302,34.93333333,2014-01-21 07:00:00,1,1,1 2698 | 302,25.86666667,2014-01-21 08:00:00,1,1,1 2699 | 302,27.2,2014-01-21 09:00:00,1,1,1 2700 | 302,31.2,2014-01-21 10:00:00,1,1,1 2701 | 302,27.85714286,2014-01-21 11:00:00,1,1,1 2702 | 302,32.26666667,2014-01-21 12:00:00,1,1,1 2703 | 302,32.375,2014-01-21 13:00:00,1,1,1 2704 | 302,32.5,2014-01-21 14:00:00,1,1,1 2705 | 302,23.33333333,2014-01-21 15:00:00,1,1,1 2706 | 302,26.66666667,2014-01-21 16:00:00,1,1,1 2707 | 302,19.07692308,2014-01-21 17:00:00,1,1,1 2708 | 302,15.1875,2014-01-21 18:00:00,1,1,1 2709 | 302,28.2,2014-01-21 19:00:00,1,1,1 2710 | 302,31.57142857,2014-01-21 20:00:00,1,1,1 2711 | 302,31,2014-01-21 21:00:00,1,1,1 2712 | 302,34,2014-01-21 22:00:00,1,1,1 2713 | 302,34,2014-01-21 23:00:00,1,1,1 2714 | 302,34,2014-01-22 00:00:00,1,1,1 2715 | 302,34,2014-01-22 01:00:00,1,1,1 2716 | 302,34,2014-01-22 02:00:00,1,1,1 2717 | 302,34,2014-01-22 03:00:00,1,1,1 2718 | 302,33.66666667,2014-01-22 04:00:00,1,1,1 2719 | 302,34,2014-01-22 05:00:00,1,1,1 2720 | 302,34,2014-01-22 06:00:00,1,1,1 2721 | 302,32.125,2014-01-22 07:00:00,1,1,1 2722 | 302,24.42857143,2014-01-22 08:00:00,1,1,1 2723 | 302,27.6,2014-01-22 09:00:00,1,1,1 2724 | 302,27.625,2014-01-22 10:00:00,1,1,1 2725 | 302,27.84615385,2014-01-22 11:00:00,1,1,1 2726 | 302,30.73333333,2014-01-22 12:00:00,1,1,1 2727 | 302,30.13333333,2014-01-22 13:00:00,1,1,1 2728 | 302,29.46666667,2014-01-22 14:00:00,1,1,1 2729 | 302,25.53333333,2014-01-22 15:00:00,1,1,1 2730 | 302,26,2014-01-22 16:00:00,1,1,1 2731 | 302,24.23076923,2014-01-22 17:00:00,1,1,1 2732 | 302,23.26666667,2014-01-22 18:00:00,1,1,1 2733 | 302,32.93333333,2014-01-22 19:00:00,1,1,1 2734 | 302,32.125,2014-01-22 20:00:00,1,1,1 2735 | 302,32.53333333,2014-01-22 21:00:00,1,1,1 2736 | 302,33.85714286,2014-01-22 22:00:00,1,1,1 2737 | 302,34,2014-01-22 23:00:00,1,1,1 2738 | 302,34,2014-01-23 00:00:00,1,1,1 2739 | 302,34,2014-01-23 01:00:00,1,1,1 2740 | 302,34.78571429,2014-01-23 02:00:00,1,1,1 2741 | 302,36.66666667,2014-01-23 03:00:00,1,1,1 2742 | 302,36.93333333,2014-01-23 04:00:00,1,1,1 2743 | 302,37,2014-01-23 05:00:00,1,1,1 2744 | 302,36.64285714,2014-01-23 06:00:00,1,1,1 2745 | 302,34.73333333,2014-01-23 07:00:00,1,1,1 2746 | 302,27.4,2014-01-23 08:00:00,1,1,1 2747 | 302,24.3125,2014-01-23 09:00:00,1,1,1 2748 | 302,26,2014-01-23 10:00:00,1,1,1 2749 | 302,23.375,2014-01-23 11:00:00,1,1,1 2750 | 302,28.53846154,2014-01-23 12:00:00,1,1,1 2751 | 302,25.66666667,2014-01-23 13:00:00,1,1,1 2752 | 302,16.53333333,2014-01-23 14:00:00,1,1,1 2753 | 302,18.8,2014-01-23 15:00:00,1,1,1 2754 | 302,18.5,2014-01-23 16:00:00,1,1,1 2755 | 302,18.4,2014-01-23 17:00:00,1,1,1 2756 | 302,15.92857143,2014-01-23 18:00:00,1,1,1 2757 | 302,27.13333333,2014-01-23 19:00:00,1,1,1 2758 | 302,32.75,2014-01-23 20:00:00,1,1,1 2759 | 302,35.28571429,2014-01-23 21:00:00,1,1,1 2760 | 302,39.8,2014-01-23 22:00:00,1,1,1 2761 | 302,39.625,2014-01-23 23:00:00,1,1,1 2762 | 302,39.4375,2014-01-24 00:00:00,1,1,1 2763 | 302,39.64285714,2014-01-24 01:00:00,1,1,1 2764 | 302,39.73333333,2014-01-24 02:00:00,1,1,1 2765 | 302,39.64285714,2014-01-24 03:00:00,1,1,1 2766 | 302,39.73333333,2014-01-24 04:00:00,1,1,1 2767 | 302,39.8,2014-01-24 05:00:00,1,1,1 2768 | 302,39.73333333,2014-01-24 06:00:00,1,1,1 2769 | 302,39.5,2014-01-24 07:00:00,1,1,1 2770 | 302,23.86666667,2014-01-24 08:00:00,1,1,1 2771 | 302,28.5,2014-01-24 09:00:00,1,1,1 2772 | 302,33.64285714,2014-01-24 10:00:00,1,1,1 2773 | 302,30.2,2014-01-24 11:00:00,1,1,1 2774 | 302,25.73333333,2014-01-24 12:00:00,1,1,1 2775 | 302,26.78571429,2014-01-24 13:00:00,1,1,1 2776 | 302,27,2014-01-24 14:00:00,1,1,1 2777 | 302,28.35714286,2014-01-24 15:00:00,1,1,1 2778 | 302,23.66666667,2014-01-24 16:00:00,1,1,1 2779 | 302,23.06666667,2014-01-24 17:00:00,1,1,1 2780 | 302,23.1875,2014-01-24 18:00:00,1,1,1 2781 | 302,29.5,2014-01-24 19:00:00,1,1,1 2782 | 302,18.73333333,2014-01-24 20:00:00,1,1,1 2783 | 302,27.9375,2014-01-24 21:00:00,1,1,1 2784 | 302,34,2014-01-24 22:00:00,1,1,1 2785 | 302,34,2014-01-24 23:00:00,1,1,1 2786 | 302,34.13333333,2014-01-25 00:00:00,1,1,2 2787 | 302,34,2014-01-25 01:00:00,1,1,2 2788 | 302,34,2014-01-25 02:00:00,1,1,2 2789 | 302,34.8,2014-01-25 03:00:00,1,1,2 2790 | 302,34.93333333,2014-01-25 04:00:00,1,1,2 2791 | 302,35,2014-01-25 05:00:00,1,1,2 2792 | 302,34.86666667,2014-01-25 06:00:00,1,1,2 2793 | 302,33.13333333,2014-01-25 07:00:00,1,1,2 2794 | 302,33.42857143,2014-01-25 08:00:00,1,1,2 2795 | 302,33.73333333,2014-01-25 09:00:00,1,1,2 2796 | 302,33.66666667,2014-01-25 10:00:00,1,1,2 2797 | 302,33.73333333,2014-01-25 11:00:00,1,1,2 2798 | 302,30.66666667,2014-01-25 12:00:00,1,1,2 2799 | 302,32.5,2014-01-25 13:00:00,1,1,2 2800 | 302,31.2,2014-01-25 14:00:00,1,1,2 2801 | 302,25.4,2014-01-25 15:00:00,1,1,2 2802 | 302,20.4,2014-01-25 16:00:00,1,1,2 2803 | 302,19.14285714,2014-01-25 17:00:00,1,1,2 2804 | 302,32.53333333,2014-01-25 18:00:00,1,1,2 2805 | 302,36,2014-01-25 19:00:00,1,1,2 2806 | 302,35.8,2014-01-25 20:00:00,1,1,2 2807 | 302,36,2014-01-25 21:00:00,1,1,2 2808 | 302,36,2014-01-25 22:00:00,1,1,2 2809 | 302,36,2014-01-25 23:00:00,1,1,2 2810 | 302,36,2014-01-26 00:00:00,2,1,2 2811 | 302,36,2014-01-26 01:00:00,2,1,2 2812 | 302,36,2014-01-26 02:00:00,2,1,2 2813 | 302,36,2014-01-26 03:00:00,2,1,2 2814 | 302,36,2014-01-26 04:00:00,2,1,2 2815 | 302,36,2014-01-26 05:00:00,2,1,2 2816 | 302,35.93333333,2014-01-26 06:00:00,2,1,2 2817 | 302,36.4,2014-01-26 07:00:00,2,1,2 2818 | 302,34,2014-01-26 08:00:00,2,1,2 2819 | 302,34.35714286,2014-01-26 09:00:00,2,1,2 2820 | 302,34.375,2014-01-26 10:00:00,2,1,2 2821 | 302,31.66666667,2014-01-26 11:00:00,2,1,2 2822 | 302,35.06666667,2014-01-26 12:00:00,2,1,2 2823 | 302,34.71428571,2014-01-26 13:00:00,2,1,2 2824 | 302,33.125,2014-01-26 14:00:00,2,1,2 2825 | 302,33.13333333,2014-01-26 15:00:00,2,1,2 2826 | 302,26.69230769,2014-01-26 16:00:00,2,1,2 2827 | 302,23.93333333,2014-01-26 17:00:00,2,1,2 2828 | 302,30,2014-01-26 18:00:00,2,1,2 2829 | 302,33.66666667,2014-01-26 19:00:00,2,1,2 2830 | 302,34.66666667,2014-01-26 20:00:00,2,1,2 2831 | 302,35.5,2014-01-26 21:00:00,2,1,2 2832 | 302,35.8125,2014-01-26 22:00:00,2,1,2 2833 | 302,35.85714286,2014-01-26 23:00:00,2,1,2 2834 | 302,35.66666667,2014-01-27 00:00:00,1,1,1 2835 | 302,35.78571429,2014-01-27 01:00:00,1,1,1 2836 | 302,35.86666667,2014-01-27 02:00:00,1,1,1 2837 | 302,35.8,2014-01-27 03:00:00,1,1,1 2838 | 302,35.73333333,2014-01-27 04:00:00,1,1,1 2839 | 302,35.66666667,2014-01-27 05:00:00,1,1,1 2840 | 302,35.8,2014-01-27 06:00:00,1,1,1 2841 | 302,35.8,2014-01-27 07:00:00,1,1,1 2842 | 302,30.06666667,2014-01-27 08:00:00,1,1,1 2843 | 302,31.66666667,2014-01-27 09:00:00,1,1,1 2844 | 302,31.13333333,2014-01-27 10:00:00,1,1,1 2845 | 302,30.07142857,2014-01-27 11:00:00,1,1,1 2846 | 302,29.4,2014-01-27 12:00:00,1,1,1 2847 | 302,29.4375,2014-01-27 13:00:00,1,1,1 2848 | 302,28.07142857,2014-01-27 14:00:00,1,1,1 2849 | 302,16.4,2014-01-27 15:00:00,1,1,1 2850 | 302,24.8125,2014-01-27 16:00:00,1,1,1 2851 | 302,13.14285714,2014-01-27 17:00:00,1,1,1 2852 | 302,29.06666667,2014-01-27 18:00:00,1,1,1 2853 | 302,36,2014-01-27 19:00:00,1,1,1 2854 | 302,35.66666667,2014-01-27 20:00:00,1,1,1 2855 | 302,35.93333333,2014-01-27 21:00:00,1,1,1 2856 | 302,36,2014-01-27 22:00:00,1,1,1 2857 | 302,36,2014-01-27 23:00:00,1,1,1 2858 | 302,36.06666667,2014-01-28 00:00:00,1,1,1 2859 | 302,36,2014-01-28 01:00:00,1,1,1 2860 | 302,36,2014-01-28 02:00:00,1,1,1 2861 | 302,36.33333333,2014-01-28 03:00:00,1,1,1 2862 | 302,37,2014-01-28 04:00:00,1,1,1 2863 | 302,37,2014-01-28 05:00:00,1,1,1 2864 | 302,36.2,2014-01-28 06:00:00,1,1,1 2865 | 302,37.26666667,2014-01-28 07:00:00,1,1,1 2866 | 302,34.4,2014-01-28 08:00:00,1,1,1 2867 | 302,36.0625,2014-01-28 09:00:00,1,1,1 2868 | 302,25.84615385,2014-01-28 10:00:00,1,1,1 2869 | 302,36,2014-01-28 11:00:00,1,1,1 2870 | 302,35.5,2014-01-28 12:00:00,1,1,1 2871 | 302,33.86666667,2014-01-28 13:00:00,1,1,1 2872 | 302,35.75,2014-01-28 14:00:00,1,1,1 2873 | 302,27.4,2014-01-28 15:00:00,1,1,1 2874 | 302,21.2,2014-01-28 16:00:00,1,1,1 2875 | 302,19.78571429,2014-01-28 17:00:00,1,1,1 2876 | 302,28.33333333,2014-01-28 18:00:00,1,1,1 2877 | 302,36,2014-01-28 19:00:00,1,1,1 2878 | 302,36,2014-01-28 20:00:00,1,1,1 2879 | 302,36.07142857,2014-01-28 21:00:00,1,1,1 2880 | 302,36.625,2014-01-28 22:00:00,1,1,1 2881 | 302,37,2014-01-28 23:00:00,1,1,1 2882 | 302,37.06666667,2014-01-29 00:00:00,2,1,1 2883 | 302,37,2014-01-29 01:00:00,2,1,1 2884 | 302,37,2014-01-29 02:00:00,2,1,1 2885 | 302,37,2014-01-29 03:00:00,2,1,1 2886 | 302,37,2014-01-29 04:00:00,2,1,1 2887 | 302,37,2014-01-29 05:00:00,2,1,1 2888 | 302,37.5,2014-01-29 06:00:00,2,1,1 2889 | 302,38,2014-01-29 07:00:00,2,1,1 2890 | 302,36.14285714,2014-01-29 08:00:00,2,1,1 2891 | 302,38,2014-01-29 09:00:00,2,1,1 2892 | 302,38.13333333,2014-01-29 10:00:00,2,1,1 2893 | 302,38,2014-01-29 11:00:00,2,1,1 2894 | 302,38,2014-01-29 12:00:00,2,1,1 2895 | 302,38.14285714,2014-01-29 13:00:00,2,1,1 2896 | 302,35,2014-01-29 14:00:00,2,1,1 2897 | 302,25.125,2014-01-29 15:00:00,2,1,1 2898 | 302,26.5,2014-01-29 16:00:00,2,1,1 2899 | 302,26.6,2014-01-29 17:00:00,2,1,1 2900 | 302,36.14285714,2014-01-29 18:00:00,2,1,1 2901 | 302,37.125,2014-01-29 19:00:00,2,1,1 2902 | 302,37.33333333,2014-01-29 20:00:00,2,1,1 2903 | 302,38,2014-01-29 21:00:00,2,1,1 2904 | 302,38,2014-01-29 22:00:00,2,1,1 2905 | 302,38,2014-01-29 23:00:00,2,1,1 2906 | 302,37.92857143,2014-01-30 00:00:00,1,1,3 2907 | 302,38.75,2014-01-30 01:00:00,1,1,3 2908 | 302,39,2014-01-30 02:00:00,1,1,3 2909 | 302,38.46666667,2014-01-30 03:00:00,1,1,3 2910 | 302,40.33333333,2014-01-30 04:00:00,1,1,3 2911 | 302,41,2014-01-30 05:00:00,1,1,3 2912 | 302,39.6875,2014-01-30 06:00:00,1,1,3 2913 | 302,41,2014-01-30 07:00:00,1,1,3 2914 | 302,40.9375,2014-01-30 08:00:00,1,1,3 2915 | 302,40.28571429,2014-01-30 09:00:00,1,1,3 2916 | 302,40,2014-01-30 10:00:00,1,1,3 2917 | 302,40,2014-01-30 11:00:00,1,1,3 2918 | 302,40,2014-01-30 12:00:00,1,1,3 2919 | 302,40,2014-01-30 13:00:00,1,1,3 2920 | 302,40,2014-01-30 14:00:00,1,1,3 2921 | 302,40,2014-01-30 15:00:00,1,1,3 2922 | 302,40,2014-01-30 16:00:00,1,1,3 2923 | 302,40,2014-01-30 17:00:00,1,1,3 2924 | 302,40,2014-01-30 18:00:00,1,1,3 2925 | 302,40,2014-01-30 19:00:00,1,1,3 2926 | 302,40,2014-01-30 20:00:00,1,1,3 2927 | 302,40.25,2014-01-30 21:00:00,1,1,3 2928 | 302,41,2014-01-30 22:00:00,1,1,3 2929 | 302,41,2014-01-30 23:00:00,1,1,3 2930 | 302,41,2014-01-31 00:00:00,1,1,3 2931 | 302,41,2014-01-31 01:00:00,1,1,3 2932 | 302,41,2014-01-31 02:00:00,1,1,3 2933 | 302,41,2014-01-31 03:00:00,1,1,3 2934 | 302,41,2014-01-31 04:00:00,1,1,3 2935 | 302,41,2014-01-31 05:00:00,1,1,3 2936 | 302,41,2014-01-31 06:00:00,1,1,3 2937 | 302,40.86666667,2014-01-31 07:00:00,1,1,3 2938 | 302,40,2014-01-31 08:00:00,1,1,3 2939 | 302,39,2014-01-31 09:00:00,1,1,3 2940 | 302,39.4,2014-01-31 10:00:00,1,1,3 2941 | 302,39.8,2014-01-31 11:00:00,1,1,3 2942 | 302,40,2014-01-31 12:00:00,1,1,3 2943 | 302,40,2014-01-31 13:00:00,1,1,3 2944 | 302,40,2014-01-31 14:00:00,1,1,3 2945 | 302,40,2014-01-31 15:00:00,1,1,3 2946 | 302,40,2014-01-31 16:00:00,1,1,3 2947 | 302,40,2014-01-31 17:00:00,1,1,3 2948 | 302,40.33333333,2014-01-31 18:00:00,1,1,3 2949 | 302,40.28571429,2014-01-31 19:00:00,1,1,3 2950 | 302,39.86666667,2014-01-31 20:00:00,1,1,3 2951 | 302,40.8,2014-01-31 21:00:00,1,1,3 2952 | 302,40.86666667,2014-01-31 22:00:00,1,1,3 2953 | 302,41,2014-01-31 23:00:00,1,1,3 -------------------------------------------------------------------------------- /img/model_2_layer.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/corenel/traffic-prediction/6a2e7b8ccccfecc87bf9cf6a41d1a3cad78923e1/img/model_2_layer.png -------------------------------------------------------------------------------- /img/model_3_layer.png: 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/corenel/traffic-prediction/6a2e7b8ccccfecc87bf9cf6a41d1a3cad78923e1/img/traffic_prediction_result_6.png -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | from __future__ import print_function 2 | import numpy as np 3 | import pandas as pd 4 | import matplotlib.pyplot as plt 5 | from keras.models import Sequential, model_from_json 6 | from keras.layers import Dense, LSTM, Activation, Dropout 7 | from keras.utils.visualize_util import plot 8 | from random import uniform 9 | from datetime import datetime 10 | from utils import data_loader, train_test_split 11 | import json 12 | # Fix AttributeError: 'module' object has no attribute 'control_flow_ops' 13 | import tensorflow 14 | from tensorflow.python.ops import control_flow_ops 15 | tensorflow.python.control_flow_ops = control_flow_ops 16 | 17 | if __name__ == '__main__': 18 | print('-- Loading Data --') 19 | test_size = 1728 20 | X, y = data_loader('data/data_pems_16664.csv') 21 | X_train, y_train, X_test, y_test = train_test_split(X, y, test_size) 22 | print('Input shape:', X.shape) 23 | print('Output shape:', y.shape) 24 | 25 | print('-- Reading pre-trained model and weights --') 26 | with open('model/model_3_layer.json') as f: 27 | json_string = json.load(f) 28 | model = model_from_json(json_string) 29 | model.load_weights('model/weights_3_layer.h5') 30 | 31 | # print('-- Creating Model--') 32 | batch_size = 96 33 | # epochs = 100 34 | # out_neurons = 1 35 | # hidden_neurons = 500 36 | # hidden_inner_factor = uniform(0.1, 1.1) 37 | # hidden_neurons_inner = int(hidden_inner_factor * hidden_neurons) 38 | # dropout = uniform(0, 0.5) 39 | # dropout_inner = uniform(0, 1) 40 | # 41 | # model = Sequential() 42 | # model.add(LSTM(output_dim=hidden_neurons, 43 | # input_dim=X_train.shape[2], 44 | # init='uniform', 45 | # return_sequences=True, 46 | # consume_less='mem')) 47 | # model.add(Dropout(dropout)) 48 | # model.add(LSTM(output_dim=hidden_neurons_inner, 49 | # input_dim=hidden_neurons, 50 | # return_sequences=True, 51 | # consume_less='mem')) 52 | # model.add(Dropout(dropout_inner)) 53 | # model.add(LSTM(output_dim=hidden_neurons_inner, 54 | # input_dim=hidden_neurons_inner, 55 | # return_sequences=False, 56 | # consume_less='mem')) 57 | # model.add(Dropout(dropout_inner)) 58 | # model.add(Activation('relu')) 59 | # model.add(Dense(output_dim=out_neurons, 60 | # input_dim=hidden_neurons_inner)) 61 | # model.add(Activation('relu')) 62 | model.compile(loss="mse", 63 | optimizer="adam", 64 | metrics=['accuracy']) 65 | # 66 | # 67 | # print('-- Training --') 68 | # history = model.fit(X_train, 69 | # y_train, 70 | # verbose=1, 71 | # batch_size=batch_size, 72 | # nb_epoch=epochs, 73 | # validation_split=0.1, 74 | # shuffle=False) 75 | 76 | print('-- Evaluating --') 77 | eval_loss = model.evaluate(X_test, y_test, batch_size=batch_size, verbose=0) 78 | print('Evaluate loss: ', eval_loss[0]) 79 | print('Evaluate accuracy: ', eval_loss[1]) 80 | 81 | print('-- Predicting --') 82 | y_pred = model.predict(X_test, batch_size=batch_size) 83 | 84 | print('-- Plotting Results --') 85 | plt.style.use('ggplot') 86 | plt.plot(y_test, label='Expected', linewidth=2) 87 | plt.plot(y_pred, label='Predicted') 88 | plt.title('Traffic Prediction') 89 | plt.xlabel('Smaple') 90 | plt.ylabel('Velocity') 91 | plt.xlim(0, test_size) 92 | plt.legend() 93 | plt.show() 94 | 95 | 96 | print('-- Saving results --') 97 | now = datetime.now().strftime('%Y%m%d-%H%M%S') 98 | pd.DataFrame(y_pred).to_csv('predict/y_pred_' + now + '.csv') 99 | pd.DataFrame(y_test).to_csv('predict/y_test_' + now + '.csv') 100 | with open('model/model_' + now + '.json', 'w') as f: 101 | json.dump(model.to_json(), f) 102 | model.save_weights('model/weights_' + now + '.h5', overwrite=True) 103 | Model Visualization 104 | plot(model, to_file='img/model.png', show_shapes=True) 105 | -------------------------------------------------------------------------------- /model/model_2_layer.json: -------------------------------------------------------------------------------- 1 | "{\"class_name\": \"Sequential\", \"keras_version\": \"1.1.0\", \"config\": [{\"class_name\": \"LSTM\", \"config\": {\"inner_activation\": \"hard_sigmoid\", \"trainable\": true, \"inner_init\": \"orthogonal\", \"output_dim\": 500, \"unroll\": false, \"consume_less\": \"mem\", \"init\": \"uniform\", \"dropout_U\": 0.0, \"input_dtype\": \"float32\", \"batch_input_shape\": [null, null, 4], \"input_length\": null, \"dropout_W\": 0.0, \"activation\": \"tanh\", \"stateful\": false, \"b_regularizer\": null, \"U_regularizer\": null, \"name\": \"lstm_1\", \"go_backwards\": false, \"input_dim\": 4, \"return_sequences\": true, \"W_regularizer\": null, \"forget_bias_init\": \"one\"}}, {\"class_name\": \"Dropout\", \"config\": {\"p\": 0.13383119088841028, \"trainable\": true, \"name\": \"dropout_1\"}}, {\"class_name\": \"LSTM\", \"config\": {\"inner_activation\": \"hard_sigmoid\", \"trainable\": true, \"inner_init\": \"orthogonal\", \"output_dim\": 72, \"unroll\": false, \"consume_less\": \"mem\", \"init\": \"glorot_uniform\", \"dropout_U\": 0.0, \"input_dtype\": \"float32\", \"batch_input_shape\": [null, null, 500], \"input_length\": null, \"dropout_W\": 0.0, \"activation\": \"tanh\", \"stateful\": false, \"b_regularizer\": null, \"U_regularizer\": null, \"name\": \"lstm_2\", \"go_backwards\": false, \"input_dim\": 500, \"return_sequences\": false, \"W_regularizer\": null, \"forget_bias_init\": \"one\"}}, {\"class_name\": \"Dropout\", \"config\": {\"p\": 0.04976590157983907, \"trainable\": true, \"name\": \"dropout_2\"}}, {\"class_name\": \"Activation\", \"config\": {\"activation\": \"relu\", \"trainable\": true, \"name\": \"activation_1\"}}, {\"class_name\": \"Dense\", \"config\": {\"W_constraint\": null, \"b_constraint\": null, \"name\": \"dense_1\", \"output_dim\": 1, \"activity_regularizer\": null, \"trainable\": true, \"init\": \"glorot_uniform\", \"bias\": true, \"input_dtype\": \"float32\", \"input_dim\": 72, \"b_regularizer\": null, \"W_regularizer\": null, \"activation\": \"linear\", \"batch_input_shape\": [null, 72]}}, {\"class_name\": \"Activation\", \"config\": {\"activation\": \"relu\", \"trainable\": true, \"name\": \"activation_2\"}}]}" -------------------------------------------------------------------------------- /model/model_3_layer.json: -------------------------------------------------------------------------------- 1 | "{\"class_name\": \"Sequential\", \"keras_version\": \"1.1.0\", \"config\": [{\"class_name\": \"LSTM\", \"config\": {\"inner_activation\": \"hard_sigmoid\", \"trainable\": true, \"inner_init\": \"orthogonal\", \"output_dim\": 500, \"unroll\": false, \"consume_less\": \"mem\", \"init\": \"uniform\", \"dropout_U\": 0.0, \"input_dtype\": \"float32\", \"batch_input_shape\": [null, null, 4], \"input_length\": null, \"dropout_W\": 0.0, \"activation\": \"tanh\", \"stateful\": false, \"b_regularizer\": null, \"U_regularizer\": null, \"name\": \"lstm_1\", \"go_backwards\": false, \"input_dim\": 4, \"return_sequences\": true, \"W_regularizer\": null, \"forget_bias_init\": \"one\"}}, {\"class_name\": \"Dropout\", \"config\": {\"p\": 0.49135422979040433, \"trainable\": true, \"name\": \"dropout_1\"}}, {\"class_name\": \"LSTM\", \"config\": {\"inner_activation\": \"hard_sigmoid\", \"trainable\": true, \"inner_init\": \"orthogonal\", \"output_dim\": 458, \"unroll\": false, \"consume_less\": \"mem\", \"init\": \"glorot_uniform\", \"dropout_U\": 0.0, \"input_dtype\": \"float32\", \"batch_input_shape\": [null, null, 500], \"input_length\": null, \"dropout_W\": 0.0, \"activation\": \"tanh\", \"stateful\": false, \"b_regularizer\": null, \"U_regularizer\": null, \"name\": \"lstm_2\", \"go_backwards\": false, \"input_dim\": 500, \"return_sequences\": true, \"W_regularizer\": null, \"forget_bias_init\": \"one\"}}, {\"class_name\": \"Dropout\", \"config\": {\"p\": 0.1909808116524736, \"trainable\": true, \"name\": \"dropout_2\"}}, {\"class_name\": \"LSTM\", \"config\": {\"inner_activation\": \"hard_sigmoid\", \"trainable\": true, \"inner_init\": \"orthogonal\", \"output_dim\": 458, \"unroll\": false, \"consume_less\": \"mem\", \"init\": \"glorot_uniform\", \"dropout_U\": 0.0, \"input_dtype\": \"float32\", \"batch_input_shape\": [null, null, 458], \"input_length\": null, \"dropout_W\": 0.0, \"activation\": \"tanh\", \"stateful\": false, \"b_regularizer\": null, \"U_regularizer\": null, \"name\": \"lstm_3\", \"go_backwards\": false, \"input_dim\": 458, \"return_sequences\": false, \"W_regularizer\": null, \"forget_bias_init\": \"one\"}}, {\"class_name\": \"Dropout\", \"config\": {\"p\": 0.1909808116524736, \"trainable\": true, \"name\": \"dropout_3\"}}, {\"class_name\": \"Activation\", \"config\": {\"activation\": \"relu\", \"trainable\": true, \"name\": \"activation_1\"}}, {\"class_name\": \"Dense\", \"config\": {\"W_constraint\": null, \"b_constraint\": null, \"name\": \"dense_1\", \"output_dim\": 1, \"activity_regularizer\": null, \"trainable\": true, \"init\": \"glorot_uniform\", \"bias\": true, \"input_dtype\": \"float32\", \"input_dim\": 458, \"b_regularizer\": null, \"W_regularizer\": null, \"activation\": \"linear\", \"batch_input_shape\": [null, 458]}}, {\"class_name\": \"Activation\", \"config\": {\"activation\": \"relu\", \"trainable\": true, \"name\": \"activation_2\"}}]}" -------------------------------------------------------------------------------- /model/weights_2_layer.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/corenel/traffic-prediction/6a2e7b8ccccfecc87bf9cf6a41d1a3cad78923e1/model/weights_2_layer.h5 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| 44,13.5 47 | 45,13.73 48 | 46,13.8 49 | 47,13.78 50 | 48,13.72 51 | 49,13.75 52 | 50,14.07 53 | 51,14 54 | 52,13.97 55 | 53,13.87 56 | 54,13.52 57 | 55,13.42 58 | 56,13.43 59 | 57,13.42 60 | 58,13.43 61 | 59,13.5 62 | 60,13.37 63 | 61,13.3 64 | 62,13.23 65 | 63,13.22 66 | 64,13.25 67 | 65,13.3 68 | 66,13.38 69 | 67,13.38 70 | 68,13.45 71 | 69,13.42 72 | 70,13.52 73 | 71,13.6 74 | 72,13.72 75 | 73,13.92 76 | 74,14.05 77 | 75,14.12 78 | 76,14.08 79 | 77,14.28 80 | 78,14.5 81 | 79,14.75 82 | 80,15.05 83 | 81,15.5 84 | 82,15.8 85 | 83,16.43 86 | 84,17.47 87 | 85,18.35 88 | 86,18.82 89 | 87,19.1 90 | 88,19.33 91 | 89,19.53 92 | 90,19.62 93 | 91,20.18 94 | 92,20.58 95 | 93,20.4 96 | 94,21.05 97 | 95,21.27 98 | 96,21.63 99 | 97,22.05 100 | 98,22.27 101 | 99,22.3 102 | 100,22.6 103 | 101,22.53 104 | 102,22.45 105 | 103,22.73 106 | 104,22.33 107 | 105,21.95 108 | 106,22.12 109 | 107,21.85 110 | 108,21.65 111 | 109,21.38 112 | 110,21.18 113 | 111,20.93 114 | 112,20.57 115 | 113,20.05 116 | 114,18.98 117 | 115,18.07 118 | 116,17.33 119 | 117,16.93 120 | 118,16.57 121 | 119,16.12 122 | 120,15.52 123 | 121,15.17 124 | 122,15.05 125 | 123,15.05 126 | 124,14.95 127 | 125,14.88 128 | 126,14.85 129 | 127,14.8 130 | 128,14.8 131 | 129,14.7 132 | 130,14.7 133 | 131,14.7 134 | 132,14.73 135 | 133,14.72 136 | 134,14.73 137 | 135,14.8 138 | 136,14.75 139 | 137,14.63 140 | 138,14.77 141 | 139,14.9 142 | 140,14.88 143 | 141,14.67 144 | 142,14.87 145 | 143,14.88 146 | 144,14.93 147 | 145,14.75 148 | 146,14.73 149 | 147,14.85 150 | 148,15.22 151 | 149,15.53 152 | 150,15.27 153 | 151,15.05 154 | 152,14.88 155 | 153,14.82 156 | 154,14.8 157 | 155,14.77 158 | 156,14.6 159 | 157,14.45 160 | 158,14.53 161 | 159,14.6 162 | 160,14.6 163 | 161,14.63 164 | 162,14.67 165 | 163,14.82 166 | 164,14.77 167 | 165,14.62 168 | 166,14.75 169 | 167,14.87 170 | 168,14.98 171 | 169,15.17 172 | 170,15.28 173 | 171,15.5 174 | 172,15.5 175 | 173,15.68 176 | 174,15.88 177 | 175,16.2 178 | 176,16.6 179 | 177,16.58 180 | 178,16.38 181 | 179,16.07 182 | 180,16 183 | 181,16.3 184 | 182,16.38 185 | 183,16.58 186 | 184,17.05 187 | 185,17.28 188 | 186,17.58 189 | 187,17.92 190 | 188,18.18 191 | 189,18.2 192 | 190,18.17 193 | 191,17.92 194 | 192,17.85 195 | 193,18 196 | 194,17.87 197 | 195,17.65 198 | 196,17.07 199 | 197,16.95 200 | 198,16.7 201 | 199,16.57 202 | 200,16.37 203 | 201,16.28 204 | 202,16.45 205 | 203,16.88 206 | 204,16.97 207 | 205,17.32 208 | 206,17.48 209 | 207,17.5 210 | 208,17.62 211 | 209,17.67 212 | 210,17.73 213 | 211,17.78 214 | 212,17.83 215 | 213,18.3 216 | 214,18.67 217 | 215,19.23 218 | 216,19.8 219 | 217,20.22 220 | 218,20.4 221 | 219,19.92 222 | 220,19.28 223 | 221,18.65 224 | 222,18.13 225 | 223,18.12 226 | 224,17.83 227 | 225,17.33 228 | 226,16.8 229 | 227,16.4 230 | 228,16.28 231 | 229,15.85 232 | 230,15.4 233 | 231,15.2 234 | 232,14.83 235 | 233,14.73 236 | 234,14.63 237 | 235,14.37 238 | 236,14.67 239 | 237,14.73 240 | 238,14.52 241 | 239,14.4 242 | 240,14.47 243 | 241,14.27 244 | 242,14.17 245 | 243,14.12 246 | 244,13.93 247 | 245,14.05 248 | 246,14.25 249 | 247,14.37 250 | 248,14.18 251 | 249,14.03 252 | 250,13.92 253 | 251,13.75 254 | 252,13.72 255 | 253,13.75 256 | 254,13.65 257 | 255,13.8 258 | 256,13.67 259 | 257,13.6 260 | 258,13.65 261 | 259,13.55 262 | 260,13.58 263 | 261,13.72 264 | 262,13.67 265 | 263,13.72 266 | 264,13.85 267 | 265,13.87 268 | 266,13.7 269 | 267,13.68 270 | 268,13.8 271 | 269,13.9 272 | 270,13.92 273 | 271,13.88 274 | 272,13.92 275 | 273,13.87 276 | 274,13.87 277 | 275,13.9 278 | 276,13.88 279 | 277,13.72 280 | 278,13.72 281 | 279,13.72 282 | 280,13.75 283 | 281,13.8 284 | 282,13.83 285 | 283,13.82 286 | 284,13.75 287 | 285,13.9 288 | 286,13.75 289 | 287,13.6 290 | -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- 1 | import csv 2 | import numpy as np 3 | from datetime import datetime 4 | 5 | def data_loader(filename): 6 | X = [] 7 | y = [] 8 | with open(filename) as csvfile: 9 | reader = csv.DictReader(csvfile) 10 | for row in reader: 11 | # date = datetime.strptime(row['Time'], '%Y-%m-%d %H:%M:%S') 12 | # X.append([date.hour, row['Weather'], row['Holiday']]) 13 | # y.append([row['Velocity']]) 14 | date = datetime.strptime(row['5 Minutes'], '%Y-%m-%d %H:%M:%S') 15 | X.append([date.weekday(), is_weekend(date), date.hour, date.minute]) 16 | y.append([row['Mainline Agg']]) 17 | X = np.array(X) 18 | X = X.reshape(X.shape[0], 1, X.shape[1]) 19 | y = np.array(y) 20 | return X, y 21 | 22 | def train_test_split(X, y, test_size=288): 23 | if X.shape[0] != y.shape[0]: 24 | raise ValueError("X and y must have the same number of rows") 25 | split_idx = X.shape[0] - test_size 26 | return X[:split_idx], y[:split_idx], X[split_idx:], y[split_idx:] 27 | 28 | def is_weekend(date): 29 | return int(date.weekday() in [5, 6]) 30 | 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