timestamp
timestamp[s]date
2026-07-01 00:04:17
2026-09-30 23:58:24
plant_id
stringclasses
9 values
region
stringclasses
3 values
quarter
stringclasses
1 value
shift
stringclasses
4 values
machine_id
stringclasses
118 values
energy_kwh
float64
0
5k
raw_material_kg
float64
0
2k
maintenance_cost_usd
float64
0
5k
labor_cost_usd
float64
0
400
downtime_min
float64
0
600
labor_hours
float64
0
24
output_units
float64
0
2k
energy_cost
float64
0
600
maintenance_cost
float64
0
5k
labor_cost
float64
0
400
total_cost
float64
0
5k
unit_cost
float64
0
142
2026-09-25T06:39:39
JP-TK
Japan
2026Q3
TK-012
0
0
3,907.61
0
398
0
1,395
0
3,907.61
0
3,907.61
2.801154
2026-09-25T09:24:59
JP-TK
Japan
2026Q3
TK-003
0
0
4,456.55
0
61.8
0
704
0
4,456.55
0
4,456.55
6.330327
2026-09-25T09:58:14
JP-TK
Japan
2026Q3
TK-018
0
0
4,614.69
0
140.6
0
579
0
4,614.69
0
4,614.69
7.970104
2026-09-25T10:58:51
JP-TK
Japan
2026Q3
TK-009
0
0
813.23
0
543
0
0
0
813.23
0
813.23
null
2026-09-25T12:25:38
JP-TK
Japan
2026Q3
TK-020
0
0
2,594.4
0
285.4
0
1,494
0
2,594.4
0
2,594.4
1.736546
2026-09-25T13:28:15
JP-TK
Japan
2026Q3
TK-020
0
0
4,995.07
0
447.5
0
1,442
0
4,995.07
0
4,995.07
3.463988
2026-09-25T17:04:28
JP-TK
Japan
2026Q3
TK-031
0
0
2,572.02
0
341.1
0
195
0
2,572.02
0
2,572.02
13.189846
2026-09-25T18:16:07
JP-TK
Japan
2026Q3
TK-017
0
0
1,446.88
0
218
0
1,437
0
1,446.88
0
1,446.88
1.006875
2026-09-25T19:07:58
JP-TK
Japan
2026Q3
TK-003
0
0
1,789.61
0
506.6
0
580
0
1,789.61
0
1,789.61
3.085534
2026-09-26T00:11:39
JP-TK
Japan
2026Q3
TK-013
0
0
4,749.09
0
427.7
0
633
0
4,749.09
0
4,749.09
7.502512
2026-09-26T00:25:18
JP-TK
Japan
2026Q3
TK-015
0
0
2,176.95
0
190.3
0
1,418
0
2,176.95
0
2,176.95
1.535226
2026-09-26T02:00:42
JP-TK
Japan
2026Q3
TK-025
0
0
3,194.24
0
95.1
0
232
0
3,194.24
0
3,194.24
13.768276
2026-09-26T03:42:47
JP-TK
Japan
2026Q3
TK-005
0
0
3,598.48
0
179.5
0
592
0
3,598.48
0
3,598.48
6.078514
2026-09-26T04:06:46
JP-TK
Japan
2026Q3
TK-026
0
0
917.47
0
366.2
0
1,437
0
917.47
0
917.47
0.638462
2026-09-26T05:43:47
JP-TK
Japan
2026Q3
TK-003
0
0
1,674.31
0
14.9
0
549
0
1,674.31
0
1,674.31
3.049745
2026-09-26T06:29:40
JP-TK
Japan
2026Q3
TK-020
0
0
166.67
0
404.5
0
912
0
166.67
0
166.67
0.182752
2026-09-26T08:45:20
JP-TK
Japan
2026Q3
TK-021
0
0
4,947
0
47.8
0
168
0
4,947
0
4,947
29.446429
2026-09-26T08:47:22
JP-TK
Japan
2026Q3
TK-018
0
0
313.91
0
38.1
0
335
0
313.91
0
313.91
0.937045
2026-09-26T11:20:03
JP-TK
Japan
2026Q3
TK-039
0
0
1,856.99
0
206.6
0
998
0
1,856.99
0
1,856.99
1.860711
2026-09-26T11:42:46
JP-TK
Japan
2026Q3
TK-010
0
0
4,216.72
0
316.1
0
228
0
4,216.72
0
4,216.72
18.494386
2026-09-26T11:53:37
JP-TK
Japan
2026Q3
TK-017
0
0
2,826.21
0
307.7
0
812
0
2,826.21
0
2,826.21
3.480554
2026-09-26T11:59:16
JP-TK
Japan
2026Q3
TK-015
0
0
778.01
0
130.4
0
466
0
778.01
0
778.01
1.669549
2026-09-26T15:27:26
JP-TK
Japan
2026Q3
TK-014
0
0
3,848.29
0
315.2
0
745
0
3,848.29
0
3,848.29
5.16549
2026-09-26T15:34:06
JP-TK
Japan
2026Q3
TK-037
0
0
4,741.8
0
587.1
0
1,135
0
4,741.8
0
4,741.8
4.177797
2026-09-26T17:58:40
JP-TK
Japan
2026Q3
TK-028
0
0
4,200.06
0
595.1
0
449
0
4,200.06
0
4,200.06
9.354254
2026-09-26T19:02:12
JP-TK
Japan
2026Q3
TK-036
0
0
1,580.61
0
372.9
0
1,304
0
1,580.61
0
1,580.61
1.212124
2026-09-26T20:57:51
JP-TK
Japan
2026Q3
TK-003
0
0
3,045.59
0
54.4
0
1,043
0
3,045.59
0
3,045.59
2.920029
2026-09-27T00:17:10
JP-TK
Japan
2026Q3
TK-015
0
0
4,816.88
0
256.2
0
644
0
4,816.88
0
4,816.88
7.479627
2026-09-27T01:44:27
JP-TK
Japan
2026Q3
TK-014
0
0
347.42
0
374.2
0
258
0
347.42
0
347.42
1.346589
2026-09-27T02:12:26
JP-TK
Japan
2026Q3
TK-034
0
0
1,396.51
0
60.5
0
1,070
0
1,396.51
0
1,396.51
1.30515
2026-09-27T02:18:05
JP-TK
Japan
2026Q3
TK-017
0
0
2,287.47
0
62.5
0
1,195
0
2,287.47
0
2,287.47
1.914201
2026-09-27T03:30:23
JP-TK
Japan
2026Q3
TK-033
0
0
2,870.58
0
135.5
0
926
0
2,870.58
0
2,870.58
3.099978
2026-09-27T05:09:42
JP-TK
Japan
2026Q3
TK-036
0
0
702.22
0
374.5
0
1,202
0
702.22
0
702.22
0.58421
2026-09-27T07:07:02
JP-TK
Japan
2026Q3
TK-022
0
0
4,824.55
0
444
0
1,138
0
4,824.55
0
4,824.55
4.239499
2026-09-27T07:33:53
JP-TK
Japan
2026Q3
TK-010
0
0
1,339.94
0
416.5
0
1,195
0
1,339.94
0
1,339.94
1.121289
2026-09-27T07:39:19
JP-TK
Japan
2026Q3
TK-017
0
0
3,785.21
0
522.9
0
375
0
3,785.21
0
3,785.21
10.093893
2026-09-27T07:39:32
JP-TK
Japan
2026Q3
TK-020
0
0
4,868.73
0
301.3
0
681
0
4,868.73
0
4,868.73
7.149383
2026-09-27T08:22:04
JP-TK
Japan
2026Q3
TK-017
0
0
2,092.45
0
529
0
976
0
2,092.45
0
2,092.45
2.143904
2026-09-27T10:58:39
JP-TK
Japan
2026Q3
TK-039
0
0
3,836.91
0
436.2
0
493
0
3,836.91
0
3,836.91
7.782779
2026-09-27T11:02:09
JP-TK
Japan
2026Q3
TK-018
0
0
4,618.01
0
354.9
0
69
0
4,618.01
0
4,618.01
66.927681
2026-09-27T11:08:11
JP-TK
Japan
2026Q3
TK-025
0
0
3,746.82
0
290.3
0
1,279
0
3,746.82
0
3,746.82
2.929492
2026-09-27T11:30:16
JP-TK
Japan
2026Q3
TK-029
0
0
4,432.18
0
436.3
0
1,145
0
4,432.18
0
4,432.18
3.8709
2026-09-27T11:55:18
JP-TK
Japan
2026Q3
TK-017
0
0
3,443.59
0
304.6
0
578
0
3,443.59
0
3,443.59
5.957768
2026-09-27T13:47:17
JP-TK
Japan
2026Q3
TK-032
0
0
4,425.08
0
141.2
0
943
0
4,425.08
0
4,425.08
4.692556
2026-09-27T13:54:47
JP-TK
Japan
2026Q3
TK-035
0
0
3,075.58
0
5.9
0
653
0
3,075.58
0
3,075.58
4.709923
2026-09-27T15:02:48
JP-TK
Japan
2026Q3
TK-004
0
0
4,571.87
0
288.3
0
131
0
4,571.87
0
4,571.87
34.899771
2026-09-27T17:22:36
JP-TK
Japan
2026Q3
TK-005
0
0
1,924.39
0
519.3
0
107
0
1,924.39
0
1,924.39
17.984953
2026-09-27T18:11:03
JP-TK
Japan
2026Q3
TK-033
0
0
0
0
333.5
0
1,131
0
0
0
0
0
2026-09-27T18:19:06
JP-TK
Japan
2026Q3
TK-007
0
0
2,799.18
0
4.9
0
364
0
2,799.18
0
2,799.18
7.690055
2026-09-27T19:11:16
JP-TK
Japan
2026Q3
TK-024
0
0
1,779.06
0
496.2
0
926
0
1,779.06
0
1,779.06
1.921231
2026-09-27T20:01:58
JP-TK
Japan
2026Q3
TK-021
0
0
347.31
0
254
0
562
0
347.31
0
347.31
0.617989
2026-09-28T02:20:36
JP-TK
Japan
2026Q3
TK-019
0
0
418.89
0
446.3
0
186
0
418.89
0
418.89
2.252097
2026-09-28T03:00:08
JP-TK
Japan
2026Q3
TK-025
0
0
4,620.27
0
263.4
0
110
0
4,620.27
0
4,620.27
42.002455
2026-09-28T03:34:30
JP-TK
Japan
2026Q3
TK-018
0
0
661.83
0
19.1
0
1,059
0
661.83
0
661.83
0.624958
2026-09-28T04:46:18
JP-TK
Japan
2026Q3
TK-001
0
0
4,398.67
0
150.7
0
1,111
0
4,398.67
0
4,398.67
3.959199
2026-09-28T07:19:37
JP-TK
Japan
2026Q3
TK-030
0
0
2,750.69
0
139.4
0
729
0
2,750.69
0
2,750.69
3.773237
2026-09-28T08:36:51
JP-TK
Japan
2026Q3
TK-029
0
0
3,703.03
0
146.3
0
281
0
3,703.03
0
3,703.03
13.178043
2026-09-28T10:31:09
JP-TK
Japan
2026Q3
TK-039
0
0
3,116.39
0
267.8
0
480
0
3,116.39
0
3,116.39
6.492479
2026-09-28T11:20:40
JP-TK
Japan
2026Q3
TK-006
0
0
4,330.27
0
142
0
276
0
4,330.27
0
4,330.27
15.689384
2026-09-28T15:10:36
JP-TK
Japan
2026Q3
TK-031
0
0
3,952.84
0
194
0
1,149
0
3,952.84
0
3,952.84
3.440244
2026-09-28T16:37:47
JP-TK
Japan
2026Q3
TK-003
0
0
2,895.34
0
94.6
0
872
0
2,895.34
0
2,895.34
3.320344
2026-09-28T18:50:53
JP-TK
Japan
2026Q3
TK-022
0
0
2,034.34
0
252.2
0
580
0
2,034.34
0
2,034.34
3.507483
2026-09-28T19:29:48
JP-TK
Japan
2026Q3
TK-009
0
0
349.39
0
550.6
0
114
0
349.39
0
349.39
3.064825
2026-09-28T21:27:45
JP-TK
Japan
2026Q3
TK-010
0
0
4,067.84
0
503
0
255
0
4,067.84
0
4,067.84
15.952314
2026-09-28T21:53:17
JP-TK
Japan
2026Q3
TK-028
0
0
2,070.57
0
576.6
0
201
0
2,070.57
0
2,070.57
10.301343
2026-09-28T22:04:56
JP-TK
Japan
2026Q3
TK-027
0
0
4,806.75
0
169.4
0
67
0
4,806.75
0
4,806.75
71.742537
2026-09-28T22:30:56
JP-TK
Japan
2026Q3
TK-030
0
0
1,323.76
0
402.6
0
942
0
1,323.76
0
1,323.76
1.405265
2026-09-28T22:32:23
JP-TK
Japan
2026Q3
TK-018
0
0
4,911.91
0
473.9
0
456
0
4,911.91
0
4,911.91
10.771732
2026-09-28T22:44:01
JP-TK
Japan
2026Q3
TK-025
0
0
1,415.42
0
86
0
420
0
1,415.42
0
1,415.42
3.370048
2026-09-28T23:59:49
JP-TK
Japan
2026Q3
TK-016
0
0
3,185.42
0
43.6
0
1,374
0
3,185.42
0
3,185.42
2.318355
2026-09-29T02:09:36
JP-TK
Japan
2026Q3
TK-021
0
0
2,632.53
0
228.7
0
1,261
0
2,632.53
0
2,632.53
2.087653
2026-09-29T04:29:08
JP-TK
Japan
2026Q3
TK-020
0
0
1,087.04
0
418.8
0
699
0
1,087.04
0
1,087.04
1.555136
2026-09-29T07:03:59
JP-TK
Japan
2026Q3
TK-026
0
0
1,909.21
0
209.7
0
1,266
0
1,909.21
0
1,909.21
1.508065
2026-09-29T07:35:56
JP-TK
Japan
2026Q3
TK-010
0
0
2,170.85
0
238.1
0
631
0
2,170.85
0
2,170.85
3.440333
2026-09-29T08:07:11
JP-TK
Japan
2026Q3
TK-028
0
0
2,147.56
0
404.4
0
1,331
0
2,147.56
0
2,147.56
1.613494
2026-09-29T08:26:04
JP-TK
Japan
2026Q3
TK-008
0
0
778.77
0
228
0
854
0
778.77
0
778.77
0.911909
2026-09-29T09:45:22
JP-TK
Japan
2026Q3
TK-005
0
0
4,920.99
0
455
0
750
0
4,920.99
0
4,920.99
6.56132
2026-09-29T19:04:11
JP-TK
Japan
2026Q3
TK-028
0
0
1,741.74
0
165.8
0
1,238
0
1,741.74
0
1,741.74
1.406898
2026-09-29T19:17:03
JP-TK
Japan
2026Q3
TK-028
0
0
2,245.11
0
437.2
0
403
0
2,245.11
0
2,245.11
5.570993
2026-09-29T21:01:07
JP-TK
Japan
2026Q3
TK-018
0
0
2,594.3
0
203.5
0
202
0
2,594.3
0
2,594.3
12.843069
2026-09-29T21:53:32
JP-TK
Japan
2026Q3
TK-012
0
0
997.98
0
542.6
0
1,004
0
997.98
0
997.98
0.994004
2026-09-29T22:45:40
JP-TK
Japan
2026Q3
TK-005
0
0
691.65
0
562.9
0
534
0
691.65
0
691.65
1.295225
2026-09-29T23:29:42
JP-TK
Japan
2026Q3
TK-022
0
0
3,171.04
0
196.7
0
0
0
3,171.04
0
3,171.04
null
2026-09-30T00:30:09
JP-TK
Japan
2026Q3
TK-009
0
0
4,137.79
0
95.5
0
1,390
0
4,137.79
0
4,137.79
2.976827
2026-09-30T00:33:16
JP-TK
Japan
2026Q3
TK-024
0
0
3,991.21
0
9.5
0
353
0
3,991.21
0
3,991.21
11.306544
2026-09-30T02:17:19
JP-TK
Japan
2026Q3
TK-031
0
0
2,950.11
0
208.6
0
857
0
2,950.11
0
2,950.11
3.442369
2026-09-30T02:26:05
JP-TK
Japan
2026Q3
TK-031
0
0
4,683.35
0
229
0
226
0
4,683.35
0
4,683.35
20.722788
2026-09-30T03:11:09
JP-TK
Japan
2026Q3
TK-032
0
0
2,559.48
0
529.1
0
1,027
0
2,559.48
0
2,559.48
2.492191
2026-09-30T03:26:19
JP-TK
Japan
2026Q3
TK-031
0
0
4,086.58
0
297.8
0
289
0
4,086.58
0
4,086.58
14.140415
2026-09-30T04:52:59
JP-TK
Japan
2026Q3
TK-003
0
0
3,917.94
0
72.9
0
88
0
3,917.94
0
3,917.94
44.522045
2026-09-30T07:57:58
JP-TK
Japan
2026Q3
TK-039
0
0
2,318.06
0
330.2
0
1,410
0
2,318.06
0
2,318.06
1.644014
2026-09-30T08:30:13
JP-TK
Japan
2026Q3
TK-002
0
0
3,246.17
0
427
0
1,173
0
3,246.17
0
3,246.17
2.767408
2026-09-30T11:07:33
JP-TK
Japan
2026Q3
TK-036
0
0
1,443
0
246.8
0
1,106
0
1,443
0
1,443
1.304702
2026-09-30T11:33:43
JP-TK
Japan
2026Q3
TK-037
0
0
1,655.03
0
16.5
0
480
0
1,655.03
0
1,655.03
3.447979
2026-09-30T14:04:25
JP-TK
Japan
2026Q3
TK-023
0
0
463.3
0
252.6
0
1,228
0
463.3
0
463.3
0.37728
2026-09-30T18:38:21
JP-TK
Japan
2026Q3
TK-006
0
0
3,506.38
0
163
0
603
0
3,506.38
0
3,506.38
5.814892
2026-09-30T21:13:17
JP-TK
Japan
2026Q3
TK-037
0
0
4,032.42
0
353
0
883
0
4,032.42
0
4,032.42
4.566727
2026-09-30T22:46:45
JP-TK
Japan
2026Q3
TK-020
0
0
0
0
352.2
0
580
0
0
0
0
0
2026-09-30T23:02:59
JP-TK
Japan
2026Q3
TK-012
0
0
3,141.68
0
552.3
0
595
0
3,141.68
0
3,141.68
5.280134
2026-09-30T23:58:24
JP-TK
Japan
2026Q3
TK-018
0
0
1,998.51
0
259.3
0
332
0
1,998.51
0
1,998.51
6.019608