timestamp timestamp[ns] | building_id string | meter_reading float64 | site_id int64 | primary_use string | square_feet int64 | air_temperature float64 | dew_temperature float64 | sea_level_pressure float64 | wind_direction float64 | wind_speed float64 |
|---|---|---|---|---|---|---|---|---|---|---|
2016-01-01T00:00:00 | id_105 | 1,102.766933 | 1 | Education | 50,623 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_106 | 17.6062 | 1 | Education | 5,374 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_107 | 8,233.625107 | 1 | Education | 97,532 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_108 | 4,289.478432 | 1 | Education | 81,580 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_109 | 3,911.921989 | 1 | Education | 56,995 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_110 | 4,052.739319 | 1 | Education | 27,814 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_111 | 7,867.42392 | 1 | Education | 118,338 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_112 | 482.915614 | 1 | Education | 32,206 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_113 | 7,503.221252 | 1 | Education | 100,481 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_114 | 16,130.25 | 1 | Education | 139,683 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_115 | 9,472.544128 | 1 | Education | 129,716 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_116 | 3,263.499985 | 1 | Education | 37,265 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_117 | 766.38674 | 1 | Education | 15,489 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_118 | 6,261.599991 | 1 | Education | 138,316 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_119 | 10,302.587753 | 1 | Education | 91,149 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_120 | 2,852.25 | 1 | Education | 68,211 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_121 | 11,219.5 | 1 | Education | 150,318 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_122 | 6,299.900009 | 1 | Education | 83,043 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_123 | 2,228.70002 | 1 | Education | 61,204 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_124 | 680.699998 | 1 | Education | 38,319 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_125 | 3,611.299995 | 1 | Education | 16,802 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_126 | 1,856.800014 | 1 | Education | 21,539 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_127 | 407.89189 | 1 | Lodging/residential | 27,071 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_128 | 1,544.799999 | 1 | Lodging/residential | 102,774 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_129 | 1,761.900002 | 1 | Lodging/residential | 102,957 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_130 | 805.400002 | 1 | Lodging/residential | 62,893 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_131 | 4,063.129707 | 1 | Lodging/residential | 66,661 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_132 | 991.70001 | 1 | Lodging/residential | 83,108 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_133 | 843.199999 | 1 | Lodging/residential | 64,723 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_134 | 1,444.599998 | 1 | Lodging/residential | 49,589 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_135 | 1,247.699999 | 1 | Lodging/residential | 66,532 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_136 | 773.40144 | 1 | Lodging/residential | 56,467 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_137 | 676.25 | 1 | Entertainment/public assembly | 64,024 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_138 | 2,183.749996 | 1 | Public services | 118,231 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_139 | 592.536003 | 1 | Public services | 56,629 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_140 | 376.958802 | 1 | Office | 50,020 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_141 | 970.453665 | 1 | Office | 44,789 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_142 | 628.744905 | 1 | Office | 45,348 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_143 | 736 | 1 | Office | 40,085 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_144 | 1,318.998638 | 1 | Office | 57,673 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_145 | 443.442695 | 1 | Office | 14,219 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_146 | 311.800002 | 1 | Office | 31,614 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_147 | 3,386.867065 | 1 | Office | 82,548 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_148 | 3,047.300007 | 1 | Office | 174,601 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_149 | 2,495.794056 | 1 | Office | 81,881 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_150 | 7,994.40004 | 1 | Office | 65,657 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_151 | 1,004.200001 | 1 | Office | 30,495 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_152 | 307.656 | 1 | Office | 10,301 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_153 | 319.200003 | 1 | Office | 16,092 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_154 | 5,390.899979 | 1 | Office | 34,455 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_155 | 1,739 | 1 | Office | 51,688 | 3.8 | 2.4 | 1,020.9 | 240 | 3.1 |
2016-01-01T00:00:00 | id_156 | 3,172.779984 | 2 | Public services | 43,681 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_157 | 629.449999 | 2 | Office | 5,258 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_158 | 338.729996 | 2 | Office | 10,135 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_159 | 271.299998 | 2 | Education | 9,788 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_160 | 120.68 | 2 | Entertainment/public assembly | 15,786 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_161 | 434.230002 | 2 | Education | 11,329 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_162 | 2,637.610001 | 2 | Education | 98,829 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_163 | 1,906.740009 | 2 | Education | 72,102 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_164 | 495.509999 | 2 | Warehouse/storage | 12,908 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_165 | 207.77 | 2 | Warehouse/storage | 3,877 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_166 | 6,850.47998 | 2 | Lodging/residential | 553,210 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_167 | 1,411.729996 | 2 | Lodging/residential | 86,323 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_168 | 11,179.4599 | 2 | Education | 183,460 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_169 | 11,560.649994 | 2 | Education | 179,559 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_170 | 1,219.360008 | 2 | Retail | 45,224 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_171 | 827.440004 | 2 | Office | 131,797 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_172 | 2,574.82 | 2 | Office | 121,440 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_173 | 4,107.60997 | 2 | Education | 90,903 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_174 | 4,084.87999 | 2 | Education | 90,900 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_175 | 2,021.189972 | 2 | Education | 111,635 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_176 | 672.689997 | 2 | Education | 62,238 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_177 | 5,875.590042 | 2 | Entertainment/public assembly | 167,066 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_178 | 901.269997 | 2 | Office | 23,392 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_179 | 829.219994 | 2 | Food sales and service | 24,867 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_181 | 5,151.47998 | 2 | Education | 148,829 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_182 | 26.75 | 2 | Entertainment/public assembly | 1,022 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_183 | 3,670.310013 | 2 | Education | 132,518 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_184 | 627.760002 | 2 | Education | 34,171 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_185 | 1,251.519997 | 2 | Education | 84,300 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_186 | 60.76 | 2 | Religious worship | 1,629 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_187 | 314.299999 | 2 | Education | 44,203 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_188 | 298.609999 | 2 | Office | 23,549 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_189 | 112.780001 | 2 | Education | 7,481 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_190 | 2,818.520012 | 2 | Education | 137,040 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_191 | 1,450.339996 | 2 | Education | 78,268 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_192 | 16,273.549927 | 2 | Education | 151,637 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_193 | 138.91 | 2 | Office | 6,203 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_194 | 4,706.670044 | 2 | Office | 155,682 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_195 | 185.969999 | 2 | Office | 9,703 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_196 | 1,421.650013 | 2 | Entertainment/public assembly | 40,531 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_197 | 2,874.780006 | 2 | Public services | 102,856 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_198 | 4,112.559998 | 2 | Office | 163,959 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_199 | 2,529.769997 | 2 | Parking | 405,083 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_200 | 2,370.740013 | 2 | Entertainment/public assembly | 143,093 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_201 | 11,756.360016 | 2 | Education | 219,608 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_202 | 3,623.040009 | 2 | Lodging/residential | 74,682 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_203 | 5,677.63002 | 2 | Lodging/residential | 63,348 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_204 | 570.590002 | 2 | Lodging/residential | 30,949 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
2016-01-01T00:00:00 | id_205 | 1,636.570004 | 2 | Lodging/residential | 60,086 | 15.6 | -5.6 | 1,015.3 | 270 | 3.6 |
End of preview. Expand in Data Studio
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Check out the documentation for more information.
Daily energy consumption data from the ASHRAE competition with building metadata and weather data.
Kaggle competition Addison Howard, Chris Balbach, Clayton Miller, Jeff Haberl, Krishnan Gowri, Sohier Dane. (2019). ASHRAE - Great Energy Predictor III. Kaggle. https://www.kaggle.com/c/ashrae-energy-prediction/overview
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