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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2.538071
| 26,304
| 1,096
|
MT_001
|
2014-01-01 00:00:00
|
MT_001
| 0
| 1
| 2
| 1
| 26,304
| 2
| 0
|
2.85533
| 26,305
| 1,096
|
MT_001
|
2014-01-01 01:00:00
|
MT_001
| 1
| 1
| 2
| 1
| 26,305
| 2
| 1
|
2.85533
| 26,306
| 1,096
|
MT_001
|
2014-01-01 02:00:00
|
MT_001
| 2
| 1
| 2
| 1
| 26,306
| 2
| 2
|
2.85533
| 26,307
| 1,096
|
MT_001
|
2014-01-01 03:00:00
|
MT_001
| 3
| 1
| 2
| 1
| 26,307
| 2
| 3
|
2.538071
| 26,308
| 1,096
|
MT_001
|
2014-01-01 04:00:00
|
MT_001
| 4
| 1
| 2
| 1
| 26,308
| 2
| 4
|
2.538071
| 26,309
| 1,096
|
MT_001
|
2014-01-01 05:00:00
|
MT_001
| 5
| 1
| 2
| 1
| 26,309
| 2
| 5
|
3.172589
| 26,310
| 1,096
|
MT_001
|
2014-01-01 06:00:00
|
MT_001
| 6
| 1
| 2
| 1
| 26,310
| 2
| 6
|
2.85533
| 26,311
| 1,096
|
MT_001
|
2014-01-01 07:00:00
|
MT_001
| 7
| 1
| 2
| 1
| 26,311
| 2
| 7
|
1.269036
| 26,312
| 1,096
|
MT_001
|
2014-01-01 08:00:00
|
MT_001
| 8
| 1
| 2
| 1
| 26,312
| 2
| 8
|
0.317259
| 26,313
| 1,096
|
MT_001
|
2014-01-01 09:00:00
|
MT_001
| 9
| 1
| 2
| 1
| 26,313
| 2
| 9
|
0.634518
| 26,314
| 1,096
|
MT_001
|
2014-01-01 10:00:00
|
MT_001
| 10
| 1
| 2
| 1
| 26,314
| 2
| 10
|
0.317259
| 26,315
| 1,096
|
MT_001
|
2014-01-01 11:00:00
|
MT_001
| 11
| 1
| 2
| 1
| 26,315
| 2
| 11
|
0.634518
| 26,316
| 1,096
|
MT_001
|
2014-01-01 12:00:00
|
MT_001
| 12
| 1
| 2
| 1
| 26,316
| 2
| 12
|
0.317259
| 26,317
| 1,096
|
MT_001
|
2014-01-01 13:00:00
|
MT_001
| 13
| 1
| 2
| 1
| 26,317
| 2
| 13
|
0.317259
| 26,318
| 1,096
|
MT_001
|
2014-01-01 14:00:00
|
MT_001
| 14
| 1
| 2
| 1
| 26,318
| 2
| 14
|
0.634518
| 26,319
| 1,096
|
MT_001
|
2014-01-01 15:00:00
|
MT_001
| 15
| 1
| 2
| 1
| 26,319
| 2
| 15
|
2.220812
| 26,320
| 1,096
|
MT_001
|
2014-01-01 16:00:00
|
MT_001
| 16
| 1
| 2
| 1
| 26,320
| 2
| 16
|
2.220812
| 26,321
| 1,096
|
MT_001
|
2014-01-01 17:00:00
|
MT_001
| 17
| 1
| 2
| 1
| 26,321
| 2
| 17
|
2.85533
| 26,322
| 1,096
|
MT_001
|
2014-01-01 18:00:00
|
MT_001
| 18
| 1
| 2
| 1
| 26,322
| 2
| 18
|
2.85533
| 26,323
| 1,096
|
MT_001
|
2014-01-01 19:00:00
|
MT_001
| 19
| 1
| 2
| 1
| 26,323
| 2
| 19
|
2.538071
| 26,324
| 1,096
|
MT_001
|
2014-01-01 20:00:00
|
MT_001
| 20
| 1
| 2
| 1
| 26,324
| 2
| 20
|
2.538071
| 26,325
| 1,096
|
MT_001
|
2014-01-01 21:00:00
|
MT_001
| 21
| 1
| 2
| 1
| 26,325
| 2
| 21
|
3.172589
| 26,326
| 1,096
|
MT_001
|
2014-01-01 22:00:00
|
MT_001
| 22
| 1
| 2
| 1
| 26,326
| 2
| 22
|
2.538071
| 26,327
| 1,096
|
MT_001
|
2014-01-01 23:00:00
|
MT_001
| 23
| 1
| 2
| 1
| 26,327
| 2
| 23
|
2.538071
| 26,328
| 1,097
|
MT_001
|
2014-01-02 00:00:00
|
MT_001
| 0
| 2
| 3
| 1
| 26,328
| 3
| 0
|
2.85533
| 26,329
| 1,097
|
MT_001
|
2014-01-02 01:00:00
|
MT_001
| 1
| 2
| 3
| 1
| 26,329
| 3
| 1
|
2.85533
| 26,330
| 1,097
|
MT_001
|
2014-01-02 02:00:00
|
MT_001
| 2
| 2
| 3
| 1
| 26,330
| 3
| 2
|
2.538071
| 26,331
| 1,097
|
MT_001
|
2014-01-02 03:00:00
|
MT_001
| 3
| 2
| 3
| 1
| 26,331
| 3
| 3
|
2.85533
| 26,332
| 1,097
|
MT_001
|
2014-01-02 04:00:00
|
MT_001
| 4
| 2
| 3
| 1
| 26,332
| 3
| 4
|
2.85533
| 26,333
| 1,097
|
MT_001
|
2014-01-02 05:00:00
|
MT_001
| 5
| 2
| 3
| 1
| 26,333
| 3
| 5
|
2.538071
| 26,334
| 1,097
|
MT_001
|
2014-01-02 06:00:00
|
MT_001
| 6
| 2
| 3
| 1
| 26,334
| 3
| 6
|
2.85533
| 26,335
| 1,097
|
MT_001
|
2014-01-02 07:00:00
|
MT_001
| 7
| 2
| 3
| 1
| 26,335
| 3
| 7
|
2.220812
| 26,336
| 1,097
|
MT_001
|
2014-01-02 08:00:00
|
MT_001
| 8
| 2
| 3
| 1
| 26,336
| 3
| 8
|
2.538071
| 26,337
| 1,097
|
MT_001
|
2014-01-02 09:00:00
|
MT_001
| 9
| 2
| 3
| 1
| 26,337
| 3
| 9
|
1.586294
| 26,338
| 1,097
|
MT_001
|
2014-01-02 10:00:00
|
MT_001
| 10
| 2
| 3
| 1
| 26,338
| 3
| 10
|
2.538071
| 26,339
| 1,097
|
MT_001
|
2014-01-02 11:00:00
|
MT_001
| 11
| 2
| 3
| 1
| 26,339
| 3
| 11
|
1.586294
| 26,340
| 1,097
|
MT_001
|
2014-01-02 12:00:00
|
MT_001
| 12
| 2
| 3
| 1
| 26,340
| 3
| 12
|
2.85533
| 26,341
| 1,097
|
MT_001
|
2014-01-02 13:00:00
|
MT_001
| 13
| 2
| 3
| 1
| 26,341
| 3
| 13
|
1.269036
| 26,342
| 1,097
|
MT_001
|
2014-01-02 14:00:00
|
MT_001
| 14
| 2
| 3
| 1
| 26,342
| 3
| 14
|
2.85533
| 26,343
| 1,097
|
MT_001
|
2014-01-02 15:00:00
|
MT_001
| 15
| 2
| 3
| 1
| 26,343
| 3
| 15
|
1.903553
| 26,344
| 1,097
|
MT_001
|
2014-01-02 16:00:00
|
MT_001
| 16
| 2
| 3
| 1
| 26,344
| 3
| 16
|
1.903553
| 26,345
| 1,097
|
MT_001
|
2014-01-02 17:00:00
|
MT_001
| 17
| 2
| 3
| 1
| 26,345
| 3
| 17
|
2.220812
| 26,346
| 1,097
|
MT_001
|
2014-01-02 18:00:00
|
MT_001
| 18
| 2
| 3
| 1
| 26,346
| 3
| 18
|
2.220812
| 26,347
| 1,097
|
MT_001
|
2014-01-02 19:00:00
|
MT_001
| 19
| 2
| 3
| 1
| 26,347
| 3
| 19
|
2.220812
| 26,348
| 1,097
|
MT_001
|
2014-01-02 20:00:00
|
MT_001
| 20
| 2
| 3
| 1
| 26,348
| 3
| 20
|
2.538071
| 26,349
| 1,097
|
MT_001
|
2014-01-02 21:00:00
|
MT_001
| 21
| 2
| 3
| 1
| 26,349
| 3
| 21
|
2.220812
| 26,350
| 1,097
|
MT_001
|
2014-01-02 22:00:00
|
MT_001
| 22
| 2
| 3
| 1
| 26,350
| 3
| 22
|
2.220812
| 26,351
| 1,097
|
MT_001
|
2014-01-02 23:00:00
|
MT_001
| 23
| 2
| 3
| 1
| 26,351
| 3
| 23
|
2.538071
| 26,352
| 1,098
|
MT_001
|
2014-01-03 00:00:00
|
MT_001
| 0
| 3
| 4
| 1
| 26,352
| 4
| 0
|
2.220812
| 26,353
| 1,098
|
MT_001
|
2014-01-03 01:00:00
|
MT_001
| 1
| 3
| 4
| 1
| 26,353
| 4
| 1
|
2.220812
| 26,354
| 1,098
|
MT_001
|
2014-01-03 02:00:00
|
MT_001
| 2
| 3
| 4
| 1
| 26,354
| 4
| 2
|
2.85533
| 26,355
| 1,098
|
MT_001
|
2014-01-03 03:00:00
|
MT_001
| 3
| 3
| 4
| 1
| 26,355
| 4
| 3
|
2.220812
| 26,356
| 1,098
|
MT_001
|
2014-01-03 04:00:00
|
MT_001
| 4
| 3
| 4
| 1
| 26,356
| 4
| 4
|
2.220812
| 26,357
| 1,098
|
MT_001
|
2014-01-03 05:00:00
|
MT_001
| 5
| 3
| 4
| 1
| 26,357
| 4
| 5
|
1.903553
| 26,358
| 1,098
|
MT_001
|
2014-01-03 06:00:00
|
MT_001
| 6
| 3
| 4
| 1
| 26,358
| 4
| 6
|
2.538071
| 26,359
| 1,098
|
MT_001
|
2014-01-03 07:00:00
|
MT_001
| 7
| 3
| 4
| 1
| 26,359
| 4
| 7
|
1.903553
| 26,360
| 1,098
|
MT_001
|
2014-01-03 08:00:00
|
MT_001
| 8
| 3
| 4
| 1
| 26,360
| 4
| 8
|
0.634518
| 26,361
| 1,098
|
MT_001
|
2014-01-03 09:00:00
|
MT_001
| 9
| 3
| 4
| 1
| 26,361
| 4
| 9
|
2.85533
| 26,362
| 1,098
|
MT_001
|
2014-01-03 10:00:00
|
MT_001
| 10
| 3
| 4
| 1
| 26,362
| 4
| 10
|
5.393401
| 26,363
| 1,098
|
MT_001
|
2014-01-03 11:00:00
|
MT_001
| 11
| 3
| 4
| 1
| 26,363
| 4
| 11
|
3.489848
| 26,364
| 1,098
|
MT_001
|
2014-01-03 12:00:00
|
MT_001
| 12
| 3
| 4
| 1
| 26,364
| 4
| 12
|
1.903553
| 26,365
| 1,098
|
MT_001
|
2014-01-03 13:00:00
|
MT_001
| 13
| 3
| 4
| 1
| 26,365
| 4
| 13
|
10.152284
| 26,366
| 1,098
|
MT_001
|
2014-01-03 14:00:00
|
MT_001
| 14
| 3
| 4
| 1
| 26,366
| 4
| 14
|
2.538071
| 26,367
| 1,098
|
MT_001
|
2014-01-03 15:00:00
|
MT_001
| 15
| 3
| 4
| 1
| 26,367
| 4
| 15
|
1.269036
| 26,368
| 1,098
|
MT_001
|
2014-01-03 16:00:00
|
MT_001
| 16
| 3
| 4
| 1
| 26,368
| 4
| 16
|
1.269036
| 26,369
| 1,098
|
MT_001
|
2014-01-03 17:00:00
|
MT_001
| 17
| 3
| 4
| 1
| 26,369
| 4
| 17
|
2.220812
| 26,370
| 1,098
|
MT_001
|
2014-01-03 18:00:00
|
MT_001
| 18
| 3
| 4
| 1
| 26,370
| 4
| 18
|
1.586294
| 26,371
| 1,098
|
MT_001
|
2014-01-03 19:00:00
|
MT_001
| 19
| 3
| 4
| 1
| 26,371
| 4
| 19
|
1.903553
| 26,372
| 1,098
|
MT_001
|
2014-01-03 20:00:00
|
MT_001
| 20
| 3
| 4
| 1
| 26,372
| 4
| 20
|
2.220812
| 26,373
| 1,098
|
MT_001
|
2014-01-03 21:00:00
|
MT_001
| 21
| 3
| 4
| 1
| 26,373
| 4
| 21
|
1.586294
| 26,374
| 1,098
|
MT_001
|
2014-01-03 22:00:00
|
MT_001
| 22
| 3
| 4
| 1
| 26,374
| 4
| 22
|
1.903553
| 26,375
| 1,098
|
MT_001
|
2014-01-03 23:00:00
|
MT_001
| 23
| 3
| 4
| 1
| 26,375
| 4
| 23
|
2.220812
| 26,376
| 1,099
|
MT_001
|
2014-01-04 00:00:00
|
MT_001
| 0
| 4
| 5
| 1
| 26,376
| 5
| 0
|
1.903553
| 26,377
| 1,099
|
MT_001
|
2014-01-04 01:00:00
|
MT_001
| 1
| 4
| 5
| 1
| 26,377
| 5
| 1
|
1.903553
| 26,378
| 1,099
|
MT_001
|
2014-01-04 02:00:00
|
MT_001
| 2
| 4
| 5
| 1
| 26,378
| 5
| 2
|
1.586294
| 26,379
| 1,099
|
MT_001
|
2014-01-04 03:00:00
|
MT_001
| 3
| 4
| 5
| 1
| 26,379
| 5
| 3
|
2.220812
| 26,380
| 1,099
|
MT_001
|
2014-01-04 04:00:00
|
MT_001
| 4
| 4
| 5
| 1
| 26,380
| 5
| 4
|
1.903553
| 26,381
| 1,099
|
MT_001
|
2014-01-04 05:00:00
|
MT_001
| 5
| 4
| 5
| 1
| 26,381
| 5
| 5
|
1.903553
| 26,382
| 1,099
|
MT_001
|
2014-01-04 06:00:00
|
MT_001
| 6
| 4
| 5
| 1
| 26,382
| 5
| 6
|
1.903553
| 26,383
| 1,099
|
MT_001
|
2014-01-04 07:00:00
|
MT_001
| 7
| 4
| 5
| 1
| 26,383
| 5
| 7
|
1.269036
| 26,384
| 1,099
|
MT_001
|
2014-01-04 08:00:00
|
MT_001
| 8
| 4
| 5
| 1
| 26,384
| 5
| 8
|
0.634518
| 26,385
| 1,099
|
MT_001
|
2014-01-04 09:00:00
|
MT_001
| 9
| 4
| 5
| 1
| 26,385
| 5
| 9
|
0.317259
| 26,386
| 1,099
|
MT_001
|
2014-01-04 10:00:00
|
MT_001
| 10
| 4
| 5
| 1
| 26,386
| 5
| 10
|
0.634518
| 26,387
| 1,099
|
MT_001
|
2014-01-04 11:00:00
|
MT_001
| 11
| 4
| 5
| 1
| 26,387
| 5
| 11
|
0.634518
| 26,388
| 1,099
|
MT_001
|
2014-01-04 12:00:00
|
MT_001
| 12
| 4
| 5
| 1
| 26,388
| 5
| 12
|
0.317259
| 26,389
| 1,099
|
MT_001
|
2014-01-04 13:00:00
|
MT_001
| 13
| 4
| 5
| 1
| 26,389
| 5
| 13
|
0.634518
| 26,390
| 1,099
|
MT_001
|
2014-01-04 14:00:00
|
MT_001
| 14
| 4
| 5
| 1
| 26,390
| 5
| 14
|
0.317259
| 26,391
| 1,099
|
MT_001
|
2014-01-04 15:00:00
|
MT_001
| 15
| 4
| 5
| 1
| 26,391
| 5
| 15
|
2.220812
| 26,392
| 1,099
|
MT_001
|
2014-01-04 16:00:00
|
MT_001
| 16
| 4
| 5
| 1
| 26,392
| 5
| 16
|
2.220812
| 26,393
| 1,099
|
MT_001
|
2014-01-04 17:00:00
|
MT_001
| 17
| 4
| 5
| 1
| 26,393
| 5
| 17
|
2.85533
| 26,394
| 1,099
|
MT_001
|
2014-01-04 18:00:00
|
MT_001
| 18
| 4
| 5
| 1
| 26,394
| 5
| 18
|
2.538071
| 26,395
| 1,099
|
MT_001
|
2014-01-04 19:00:00
|
MT_001
| 19
| 4
| 5
| 1
| 26,395
| 5
| 19
|
3.172589
| 26,396
| 1,099
|
MT_001
|
2014-01-04 20:00:00
|
MT_001
| 20
| 4
| 5
| 1
| 26,396
| 5
| 20
|
2.85533
| 26,397
| 1,099
|
MT_001
|
2014-01-04 21:00:00
|
MT_001
| 21
| 4
| 5
| 1
| 26,397
| 5
| 21
|
2.85533
| 26,398
| 1,099
|
MT_001
|
2014-01-04 22:00:00
|
MT_001
| 22
| 4
| 5
| 1
| 26,398
| 5
| 22
|
2.85533
| 26,399
| 1,099
|
MT_001
|
2014-01-04 23:00:00
|
MT_001
| 23
| 4
| 5
| 1
| 26,399
| 5
| 23
|
2.538071
| 26,400
| 1,100
|
MT_001
|
2014-01-05 00:00:00
|
MT_001
| 0
| 5
| 6
| 1
| 26,400
| 6
| 0
|
2.85533
| 26,401
| 1,100
|
MT_001
|
2014-01-05 01:00:00
|
MT_001
| 1
| 5
| 6
| 1
| 26,401
| 6
| 1
|
2.85533
| 26,402
| 1,100
|
MT_001
|
2014-01-05 02:00:00
|
MT_001
| 2
| 5
| 6
| 1
| 26,402
| 6
| 2
|
2.85533
| 26,403
| 1,100
|
MT_001
|
2014-01-05 03:00:00
|
MT_001
| 3
| 5
| 6
| 1
| 26,403
| 6
| 3
|
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