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Datasets:
ai-iot
/
EnergyBench

Tasks:
Time Series Forecasting
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
10M - 100M
Tags:
energy
smart-meter
electricity
buildings
datasets
croissant
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files
xet
Community
1
EnergyBench
File size: 13,233 Bytes 
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Buildings,Percentage,Missing values,Total values
971,72.53838451,8693,11984
976,33.11915888,3969,11984
981,26.31842457,3154,11984
1016,38.34279039,4595,11984
1046,33.78671562,4049,11984
1566,0.659212283,79,11984
1726,38.22596796,4581,11984
2141,18.15754339,2176,11984
2236,12.78371162,1532,11984
2311,30.14853138,3613,11984
2476,12.22463284,1465,11984
2521,12.02436582,1441,11984
2561,29.86481976,3579,11984
2631,12.87550067,1543,11984
2696,13.65987984,1637,11984
2716,13.00066756,1558,11984
2846,13.90186916,1666,11984
2956,15.74599466,1887,11984
3001,15.61248331,1871,11984
3506,51.42690254,6163,11984
3881,52.22797063,6259,11984
3951,52.43658211,6284,11984
4141,52.26134846,6263,11984
4251,27.91221629,3345,11984
4461,27.58678238,3306,11984
4521,34.28738318,4109,11984
4566,28.77169559,3448,11984
4706,26.27670227,3149,11984
4721,28.37116155,3400,11984
4726,25.87616822,3101,11984
4741,28.65487316,3434,11984
4771,26.2099466,3141,11984
5791,31.13317757,3731,11984
5896,33.21094793,3980,11984
6166,32.45160214,3889,11984
6351,27.24465955,3265,11984
6356,31.9259012,3826,11984
6966,34.42089453,4125,11984
6986,37.51668892,4496,11984
6991,38.42623498,4605,11984
7411,76.31842457,9146,11984
7606,49.07376502,5881,11984
7616,7.476635514,896,11984
7871,50.06675567,6000,11984
8021,11.19826435,1342,11984
8136,12.12449933,1453,11984
8271,28.17923899,3377,11984
8346,12.80040053,1534,11984
8371,11.99933244,1438,11984
8431,12.91722296,1548,11984
8641,34.31241656,4112,11984
8661,36.23998665,4343,11984
8696,37.35814419,4477,11984
8761,27.47830441,3293,11984
8816,34.94659546,4188,11984
8891,44.876502,5378,11984
9006,36.64886515,4392,11984
9036,27.61181575,3309,11984
9041,36.29839786,4350,11984
9251,36.74065421,4403,11984
9291,35.12182911,4209,11984
9896,0.817757009,98,11984
10076,10.50567423,1259,11984
10206,10.39719626,1246,11984
10536,39.08544726,4684,11984
10936,0.400534045,48,11984
11061,39.01869159,4676,11984
11226,0.659212283,79,11984
491,58.78104227,20427,34751
493,60.45869184,21010,34751
497,58.62277345,20372,34751
521,58.62277345,20372,34751
751,73.21515928,25443,34751
759,71.64110385,24896,34751
762,58.61989583,20371,34751
848,85.565883,29735,34751
851,65.66141982,22818,34751
855,65.62976605,22807,34751
902,95.597249,33221,34751
932,68.13616874,23678,34751
971,0.500705016,174,34751
976,0.071940376,25,34751
981,0.066185146,23,34751
1001,49.63310408,17248,34751
1016,0.080573221,28,34751
1046,0.069062761,24,34751
1105,87.19749072,30302,34751
1122,87.92264971,30554,34751
1124,87.79027942,30508,34751
1137,86.28240914,29984,34751
1150,86.83203361,30175,34751
1168,87.32410578,30346,34751
1174,87.47086415,30397,34751
1178,87.24928779,30320,34751
1566,0.066185146,23,34751
1651,48.69500158,16922,34751
1681,49.43167103,17178,34751
1706,47.95833213,16666,34751
1726,0.071940376,25,34751
1946,60.56516359,21047,34751
2141,1.182699778,411,34751
2236,0.071940376,25,34751
2311,0.071940376,25,34751
2476,0.069062761,24,34751
2521,0.066185146,23,34751
2561,0.071940376,25,34751
2581,63.45141147,22050,34751
2616,60.4702023,21014,34751
2631,0.074817991,26,34751
2641,59.8975569,20815,34751
2651,59.55799833,20697,34751
2696,2.126557509,739,34751
2716,0.069062761,24,34751
2846,0.264740583,92,34751
2916,59.62993871,20722,34751
2956,0.066185146,23,34751
3001,0.069062761,24,34751
3441,88.68809531,30820,34751
3461,71.98354004,25015,34751
3506,59.67885816,20739,34751
3526,56.95951196,19794,34751
3636,37.48669103,13027,34751
3676,35.84932808,12458,34751
3686,36.26370464,12602,34751
3736,56.77534459,19730,34751
3741,64.24851083,22327,34751
3751,36.76440966,12776,34751
3791,57.05159564,19826,34751
3816,37.21043999,12931,34751
3831,36.70685736,12756,34751
3881,0.066185146,23,34751
3891,87.74135996,30491,34751
3901,36.19176427,12577,34751
3921,64.66576501,22472,34751
3951,0.069062761,24,34751
3966,87.79603465,30510,34751
4021,36.42197347,12657,34751
4041,88.42910995,30730,34751
4051,36.46226008,12671,34751
4106,37.07519208,12884,34751
4121,36.34715548,12631,34751
4141,0.077695606,27,34751
4151,64.72619493,22493,34751
4156,35.76012201,12427,34751
4196,67.5146039,23462,34751
4201,63.38234871,22026,34751
4251,0.066185146,23,34751
4441,72.17346263,25081,34751
4461,0.604299157,210,34751
4481,65.45423153,22746,34751
4521,0.066185146,23,34751
4566,0.069062761,24,34751
4576,64.17081523,22300,34751
4616,65.71033927,22835,34751
4696,64.36649305,22368,34751
4706,0.264740583,92,34751
4721,0.066185146,23,34751
4726,0.071940376,25,34751
4741,0.069062761,24,34751
4746,65.1233058,22631,34751
4766,63.17228281,21953,34751
4771,0.069062761,24,34751
4786,65.17222526,22648,34751
4811,64.28304221,22339,34751
4861,64.57368133,22440,34751
5011,72.88998878,25330,34751
5091,62.33489684,21662,34751
5126,62.60251504,21755,34751
5231,63.01113637,21897,34751
5486,61.9061322,21513,34751
5791,0.069062761,24,34751
5896,0.066185146,23,34751
6166,0.069062761,24,34751
6176,62.38381629,21679,34751
6281,61.94929642,21528,34751
6351,0.069062761,24,34751
6356,2.330868176,810,34751
6406,48.08782481,16711,34751
6441,72.46122414,25181,34751
6471,67.92610285,23605,34751
6966,5.922131737,2058,34751
6986,0.069062761,24,34751
6991,0.267618198,93,34751
7081,52.67186556,18304,34751
7411,0.074817991,26,34751
7471,69.51742396,24158,34751
7481,46.41017525,16128,34751
7501,69.79655262,24255,34751
7511,70.40948462,24468,34751
7526,39.05499122,13572,34751
7531,70.10733504,24363,34751
7532,92.18151996,32034,34751
7606,0.92083681,320,34751
7616,0.069062761,24,34751
7626,57.97818768,20148,34751
7666,52.94523899,18399,34751
7746,70.34617709,24446,34751
7871,0.117982216,41,34751
8021,0.066185146,23,34751
8086,52.53949527,18258,34751
8121,86.29104198,29987,34751
8131,86.57304826,30085,34751
8136,0.066185146,23,34751
8161,56.8328969,19750,34751
8166,53.05746597,18438,34751
8171,56.23147535,19541,34751
8221,48.9280884,17003,34751
8231,48.65759259,16909,34751
8236,88.58162355,30783,34751
8271,1.677649564,583,34751
8281,59.7824523,20775,34751
8321,52.29202037,18172,34751
8341,54.30059567,18870,34751
8346,0.066185146,23,34751
8371,0.066185146,23,34751
8376,37.84927052,13153,34751
8431,2.474748928,860,34751
8506,38.12839918,13250,34751
8641,0.074817991,26,34751
8661,0.074817991,26,34751
8666,35.24790654,12249,34751
8696,0.071940376,25,34751
8716,37.29101321,12959,34751
8731,35.2795603,12260,34751
8746,37.16727576,12916,34751
8761,1.956778222,680,34751
8816,0.071940376,25,34751
8891,2.894880723,1006,34751
8976,35.53566804,12349,34751
9006,1.151046013,400,34751
9036,0.069062761,24,34751
9041,0.077695606,27,34751
9121,38.76147449,13470,34751
9251,0.077695606,27,34751
9291,0.071940376,25,34751
9421,58.06451613,20178,34751
9581,86.95577106,30218,34751
9766,48.42450577,16828,34751
9896,0.984144341,342,34751
9916,66.11608299,22976,34751
10046,69.24692815,24064,34751
10066,71.51161118,24851,34751
10076,0.069062761,24,34751
10136,86.9068516,30201,34751
10146,69.2958476,24081,34751
10186,71.23248252,24754,34751
10191,70.61955052,24541,34751
10206,0.069062761,24,34751
10221,71.16917499,24732,34751
10226,38.11113349,13244,34751
10231,59.78532992,20776,34751
10261,57.41705275,19953,34751
10286,38.7067998,13451,34751
10296,99.962591,34738,34751
10301,38.77010734,13473,34751
10406,66.12471584,22979,34751
10411,48.11660096,16721,34751
10416,38.47371299,13370,34751
10421,49.22736036,17107,34751
10536,0.069062761,24,34751
10601,59.78532992,20776,34751
10646,49.25038128,17115,34751
10706,39.33411988,13669,34751
10746,40.56861673,14098,34751
10811,40.69235418,14141,34751
10866,39.37728411,13684,34751
10931,65.37653593,22719,34751
10936,0.299271963,104,34751
10986,39.63626946,13774,34751
11061,0.077695606,27,34751
11071,41.20744727,14320,34751
11116,58.16235504,20212,34751
11141,39.30246612,13658,34751
11226,0.069062761,24,34751
491,0.091085051,32,35132
493,0.091085051,32,35132
497,0.091085051,32,35132
521,0.091085051,32,35132
751,0.281794375,99,35132
759,0.361493795,127,35132
762,2.214505294,778,35132
848,1.804622566,634,35132
851,1.283729933,451,35132
855,17.35170215,6096,35132
902,93.72936354,32929,35132
932,0.165091654,58,35132
971,20.5652966,7225,35132
976,0.091085051,32,35132
981,1.004781965,353,35132
1001,0.091085051,32,35132
1016,0.156552431,55,35132
1046,0.361493795,127,35132
1105,0.36718661,129,35132
1122,0.318797677,112,35132
1124,0.091085051,32,35132
1137,0.091085051,32,35132
1150,0.091085051,32,35132
1168,0.091085051,32,35132
1174,0.293180007,103,35132
1178,0.361493795,127,35132
1566,4.497324377,1580,35132
1651,1.73346237,609,35132
1681,0.091085051,32,35132
1706,7.224183081,2538,35132
1726,0.199248548,70,35132
1946,0.330183309,116,35132
2141,0.361493795,127,35132
2236,0.136627576,48,35132
2311,36.81543892,12934,35132
2476,0.091085051,32,35132
2521,0.116702721,41,35132
2561,0.361493795,127,35132
2581,0.401343504,141,35132
2616,0.259023113,91,35132
2631,0.091085051,32,35132
2641,0.091085051,32,35132
2651,0.091085051,32,35132
2696,0.227712627,80,35132
2716,0.361493795,127,35132
2846,25.52089263,8966,35132
2916,0.108163498,38,35132
2956,0.091085051,32,35132
3001,0.091085051,32,35132
3441,10.58863714,3720,35132
3461,0.21063418,74,35132
3526,0.361493795,127,35132
3636,0.34156894,120,35132
3676,0.361493795,127,35132
3686,0.361493795,127,35132
3736,4.559945349,1602,35132
3741,0.361493795,127,35132
3751,0.361493795,127,35132
3791,0.361493795,127,35132
3816,0.361493795,127,35132
3831,0.361493795,127,35132
3881,45.65638165,16040,35132
3891,0.361493795,127,35132
3901,0.361493795,127,35132
3921,0.36718661,129,35132
3951,0.361493795,127,35132
3966,0.361493795,127,35132
4021,0.361493795,127,35132
4041,0.361493795,127,35132
4051,0.361493795,127,35132
4106,0.361493795,127,35132
4121,0.364340203,128,35132
4141,0.361493795,127,35132
4151,0.361493795,127,35132
4156,0.361493795,127,35132
4196,1.779004896,625,35132
4201,0.361493795,127,35132
4251,93.68097461,32912,35132
4441,0.594899237,209,35132
4461,0.361493795,127,35132
4481,4.696572925,1650,35132
4521,7.363657065,2587,35132
4566,3.808493681,1338,35132
4576,0.361493795,127,35132
4616,19.73699192,6934,35132
4696,0.361493795,127,35132
4706,6.01730616,2114,35132
4721,7.363657065,2587,35132
4726,5.063759535,1779,35132
4741,0.361493795,127,35132
4746,0.361493795,127,35132
4766,0.361493795,127,35132
4771,2.012410338,707,35132
4786,0.361493795,127,35132
4811,0.361493795,127,35132
4861,3.116816577,1095,35132
5011,0.361493795,127,35132
5091,0.361493795,127,35132
5126,0.364340203,128,35132
5231,0.361493795,127,35132
5486,0.361493795,127,35132
5791,10.47478083,3680,35132
5896,0.361493795,127,35132
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