power_usage
float64
0
168k
t
float64
26.3k
32.3k
days_from_start
int64
1.1k
1.35k
categorical_id
stringclasses
369 values
date
stringdate
2014-01-01 00:00:00
2014-09-07 23:00:00
id
stringclasses
369 values
hour
int64
0
23
day
int64
1
31
day_of_week
int64
0
6
month
int64
1
9
hours_from_start
float64
26.3k
32.3k
categorical_day_of_week
int64
0
6
categorical_hour
int64
0
23
2.85533
26,404
1,100
MT_001
2014-01-05 04:00:00
MT_001
4
5
6
1
26,404
6
4
2.85533
26,405
1,100
MT_001
2014-01-05 05:00:00
MT_001
5
5
6
1
26,405
6
5
2.85533
26,406
1,100
MT_001
2014-01-05 06:00:00
MT_001
6
5
6
1
26,406
6
6
3.172589
26,407
1,100
MT_001
2014-01-05 07:00:00
MT_001
7
5
6
1
26,407
6
7
0.951777
26,408
1,100
MT_001
2014-01-05 08:00:00
MT_001
8
5
6
1
26,408
6
8
0.634518
26,409
1,100
MT_001
2014-01-05 09:00:00
MT_001
9
5
6
1
26,409
6
9
0.634518
26,410
1,100
MT_001
2014-01-05 10:00:00
MT_001
10
5
6
1
26,410
6
10
0.634518
26,411
1,100
MT_001
2014-01-05 11:00:00
MT_001
11
5
6
1
26,411
6
11
0.317259
26,412
1,100
MT_001
2014-01-05 12:00:00
MT_001
12
5
6
1
26,412
6
12
0.634518
26,413
1,100
MT_001
2014-01-05 13:00:00
MT_001
13
5
6
1
26,413
6
13
0.951777
26,414
1,100
MT_001
2014-01-05 14:00:00
MT_001
14
5
6
1
26,414
6
14
0.634518
26,415
1,100
MT_001
2014-01-05 15:00:00
MT_001
15
5
6
1
26,415
6
15
2.220812
26,416
1,100
MT_001
2014-01-05 16:00:00
MT_001
16
5
6
1
26,416
6
16
2.220812
26,417
1,100
MT_001
2014-01-05 17:00:00
MT_001
17
5
6
1
26,417
6
17
3.172589
26,418
1,100
MT_001
2014-01-05 18:00:00
MT_001
18
5
6
1
26,418
6
18
2.85533
26,419
1,100
MT_001
2014-01-05 19:00:00
MT_001
19
5
6
1
26,419
6
19
2.538071
26,420
1,100
MT_001
2014-01-05 20:00:00
MT_001
20
5
6
1
26,420
6
20
2.85533
26,421
1,100
MT_001
2014-01-05 21:00:00
MT_001
21
5
6
1
26,421
6
21
3.172589
26,422
1,100
MT_001
2014-01-05 22:00:00
MT_001
22
5
6
1
26,422
6
22
3.172589
26,423
1,100
MT_001
2014-01-05 23:00:00
MT_001
23
5
6
1
26,423
6
23
2.85533
26,424
1,101
MT_001
2014-01-06 00:00:00
MT_001
0
6
0
1
26,424
0
0
3.172589
26,425
1,101
MT_001
2014-01-06 01:00:00
MT_001
1
6
0
1
26,425
0
1
2.85533
26,426
1,101
MT_001
2014-01-06 02:00:00
MT_001
2
6
0
1
26,426
0
2
2.85533
26,427
1,101
MT_001
2014-01-06 03:00:00
MT_001
3
6
0
1
26,427
0
3
2.85533
26,428
1,101
MT_001
2014-01-06 04:00:00
MT_001
4
6
0
1
26,428
0
4
3.172589
26,429
1,101
MT_001
2014-01-06 05:00:00
MT_001
5
6
0
1
26,429
0
5
2.85533
26,430
1,101
MT_001
2014-01-06 06:00:00
MT_001
6
6
0
1
26,430
0
6
2.85533
26,431
1,101
MT_001
2014-01-06 07:00:00
MT_001
7
6
0
1
26,431
0
7
1.903553
26,432
1,101
MT_001
2014-01-06 08:00:00
MT_001
8
6
0
1
26,432
0
8
1.269036
26,433
1,101
MT_001
2014-01-06 09:00:00
MT_001
9
6
0
1
26,433
0
9
2.220812
26,434
1,101
MT_001
2014-01-06 10:00:00
MT_001
10
6
0
1
26,434
0
10
2.220812
26,435
1,101
MT_001
2014-01-06 11:00:00
MT_001
11
6
0
1
26,435
0
11
1.903553
26,436
1,101
MT_001
2014-01-06 12:00:00
MT_001
12
6
0
1
26,436
0
12
1.586294
26,437
1,101
MT_001
2014-01-06 13:00:00
MT_001
13
6
0
1
26,437
0
13
1.269036
26,438
1,101
MT_001
2014-01-06 14:00:00
MT_001
14
6
0
1
26,438
0
14
3.489848
26,439
1,101
MT_001
2014-01-06 15:00:00
MT_001
15
6
0
1
26,439
0
15
1.586294
26,440
1,101
MT_001
2014-01-06 16:00:00
MT_001
16
6
0
1
26,440
0
16
1.586294
26,441
1,101
MT_001
2014-01-06 17:00:00
MT_001
17
6
0
1
26,441
0
17
2.220812
26,442
1,101
MT_001
2014-01-06 18:00:00
MT_001
18
6
0
1
26,442
0
18
1.903553
26,443
1,101
MT_001
2014-01-06 19:00:00
MT_001
19
6
0
1
26,443
0
19
1.903553
26,444
1,101
MT_001
2014-01-06 20:00:00
MT_001
20
6
0
1
26,444
0
20
1.586294
26,445
1,101
MT_001
2014-01-06 21:00:00
MT_001
21
6
0
1
26,445
0
21
2.220812
26,446
1,101
MT_001
2014-01-06 22:00:00
MT_001
22
6
0
1
26,446
0
22
1.903553
26,447
1,101
MT_001
2014-01-06 23:00:00
MT_001
23
6
0
1
26,447
0
23
1.586294
26,448
1,102
MT_001
2014-01-07 00:00:00
MT_001
0
7
1
1
26,448
1
0
2.220812
26,449
1,102
MT_001
2014-01-07 01:00:00
MT_001
1
7
1
1
26,449
1
1
1.903553
26,450
1,102
MT_001
2014-01-07 02:00:00
MT_001
2
7
1
1
26,450
1
2
1.903553
26,451
1,102
MT_001
2014-01-07 03:00:00
MT_001
3
7
1
1
26,451
1
3
1.903553
26,452
1,102
MT_001
2014-01-07 04:00:00
MT_001
4
7
1
1
26,452
1
4
2.220812
26,453
1,102
MT_001
2014-01-07 05:00:00
MT_001
5
7
1
1
26,453
1
5
1.903553
26,454
1,102
MT_001
2014-01-07 06:00:00
MT_001
6
7
1
1
26,454
1
6
1.903553
26,455
1,102
MT_001
2014-01-07 07:00:00
MT_001
7
7
1
1
26,455
1
7
2.538071
26,456
1,102
MT_001
2014-01-07 08:00:00
MT_001
8
7
1
1
26,456
1
8
1.586294
26,457
1,102
MT_001
2014-01-07 09:00:00
MT_001
9
7
1
1
26,457
1
9
1.586294
26,458
1,102
MT_001
2014-01-07 10:00:00
MT_001
10
7
1
1
26,458
1
10
1.269036
26,459
1,102
MT_001
2014-01-07 11:00:00
MT_001
11
7
1
1
26,459
1
11
2.220812
26,460
1,102
MT_001
2014-01-07 12:00:00
MT_001
12
7
1
1
26,460
1
12
1.269036
26,461
1,102
MT_001
2014-01-07 13:00:00
MT_001
13
7
1
1
26,461
1
13
0.951777
26,462
1,102
MT_001
2014-01-07 14:00:00
MT_001
14
7
1
1
26,462
1
14
1.903553
26,463
1,102
MT_001
2014-01-07 15:00:00
MT_001
15
7
1
1
26,463
1
15
1.269036
26,464
1,102
MT_001
2014-01-07 16:00:00
MT_001
16
7
1
1
26,464
1
16
1.586294
26,465
1,102
MT_001
2014-01-07 17:00:00
MT_001
17
7
1
1
26,465
1
17
2.220812
26,466
1,102
MT_001
2014-01-07 18:00:00
MT_001
18
7
1
1
26,466
1
18
1.903553
26,467
1,102
MT_001
2014-01-07 19:00:00
MT_001
19
7
1
1
26,467
1
19
2.220812
26,468
1,102
MT_001
2014-01-07 20:00:00
MT_001
20
7
1
1
26,468
1
20
1.903553
26,469
1,102
MT_001
2014-01-07 21:00:00
MT_001
21
7
1
1
26,469
1
21
2.220812
26,470
1,102
MT_001
2014-01-07 22:00:00
MT_001
22
7
1
1
26,470
1
22
2.220812
26,471
1,102
MT_001
2014-01-07 23:00:00
MT_001
23
7
1
1
26,471
1
23
1.903553
26,472
1,103
MT_001
2014-01-08 00:00:00
MT_001
0
8
2
1
26,472
2
0
1.903553
26,473
1,103
MT_001
2014-01-08 01:00:00
MT_001
1
8
2
1
26,473
2
1
2.538071
26,474
1,103
MT_001
2014-01-08 02:00:00
MT_001
2
8
2
1
26,474
2
2
1.903553
26,475
1,103
MT_001
2014-01-08 03:00:00
MT_001
3
8
2
1
26,475
2
3
2.220812
26,476
1,103
MT_001
2014-01-08 04:00:00
MT_001
4
8
2
1
26,476
2
4
2.220812
26,477
1,103
MT_001
2014-01-08 05:00:00
MT_001
5
8
2
1
26,477
2
5
1.903553
26,478
1,103
MT_001
2014-01-08 06:00:00
MT_001
6
8
2
1
26,478
2
6
2.220812
26,479
1,103
MT_001
2014-01-08 07:00:00
MT_001
7
8
2
1
26,479
2
7
1.903553
26,480
1,103
MT_001
2014-01-08 08:00:00
MT_001
8
8
2
1
26,480
2
8
2.85533
26,481
1,103
MT_001
2014-01-08 09:00:00
MT_001
9
8
2
1
26,481
2
9
4.441624
26,482
1,103
MT_001
2014-01-08 10:00:00
MT_001
10
8
2
1
26,482
2
10
2.220812
26,483
1,103
MT_001
2014-01-08 11:00:00
MT_001
11
8
2
1
26,483
2
11
1.269036
26,484
1,103
MT_001
2014-01-08 12:00:00
MT_001
12
8
2
1
26,484
2
12
1.269036
26,485
1,103
MT_001
2014-01-08 13:00:00
MT_001
13
8
2
1
26,485
2
13
1.269036
26,486
1,103
MT_001
2014-01-08 14:00:00
MT_001
14
8
2
1
26,486
2
14
1.586294
26,487
1,103
MT_001
2014-01-08 15:00:00
MT_001
15
8
2
1
26,487
2
15
1.903553
26,488
1,103
MT_001
2014-01-08 16:00:00
MT_001
16
8
2
1
26,488
2
16
1.586294
26,489
1,103
MT_001
2014-01-08 17:00:00
MT_001
17
8
2
1
26,489
2
17
2.220812
26,490
1,103
MT_001
2014-01-08 18:00:00
MT_001
18
8
2
1
26,490
2
18
2.538071
26,491
1,103
MT_001
2014-01-08 19:00:00
MT_001
19
8
2
1
26,491
2
19
2.220812
26,492
1,103
MT_001
2014-01-08 20:00:00
MT_001
20
8
2
1
26,492
2
20
2.220812
26,493
1,103
MT_001
2014-01-08 21:00:00
MT_001
21
8
2
1
26,493
2
21
2.538071
26,494
1,103
MT_001
2014-01-08 22:00:00
MT_001
22
8
2
1
26,494
2
22
2.220812
26,495
1,103
MT_001
2014-01-08 23:00:00
MT_001
23
8
2
1
26,495
2
23
2.220812
26,496
1,104
MT_001
2014-01-09 00:00:00
MT_001
0
9
3
1
26,496
3
0
2.538071
26,497
1,104
MT_001
2014-01-09 01:00:00
MT_001
1
9
3
1
26,497
3
1
2.538071
26,498
1,104
MT_001
2014-01-09 02:00:00
MT_001
2
9
3
1
26,498
3
2
2.220812
26,499
1,104
MT_001
2014-01-09 03:00:00
MT_001
3
9
3
1
26,499
3
3
2.538071
26,500
1,104
MT_001
2014-01-09 04:00:00
MT_001
4
9
3
1
26,500
3
4
2.538071
26,501
1,104
MT_001
2014-01-09 05:00:00
MT_001
5
9
3
1
26,501
3
5
2.220812
26,502
1,104
MT_001
2014-01-09 06:00:00
MT_001
6
9
3
1
26,502
3
6
2.538071
26,503
1,104
MT_001
2014-01-09 07:00:00
MT_001
7
9
3
1
26,503
3
7