reading_id
large_stringlengths
13
33
machine_id
large_stringlengths
7
7
production_line
large_stringclasses
10 values
station_id
int32
1
5
timestamp
timestamp[ms]date
2026-01-01 00:00:00
2026-06-29 23:59:59
sensor_type
large_stringclasses
5 values
sensor_value
float64
-0.19
129
unit
large_stringclasses
5 values
deviation_pct
float64
0
189
is_anomaly
bool
2 classes
qc_result
large_stringclasses
2 values
defect_code
large_stringclasses
10 values
shift
large_stringclasses
3 values
machine_health_index
float64
57.9
100
RD-0000000100
MC-0350
Line-B
4
2026-04-23T20:44:48
temperature
77.846
F
3.794
false
pass
null
Evening
98.78
RD-0000000101
MC-0641
Line-D
2
2026-01-21T11:05:04
temperature
75.614
F
0.818
false
pass
null
Day
90.65
RD-0000000102
MC-0414
Line-C
1
2026-04-27T04:02:59
temperature
73.824
F
1.568
false
pass
null
Night
99.99
RD-0000000103
MC-0849
Line-E
2
2026-05-11T02:49:23
humidity
45.545
%
1.211
false
pass
null
Night
99.72
RD-0000000104
MC-1281
Line-G
3
2026-04-02T07:34:57
temperature
71.071
F
5.239
false
pass
null
Day
94.96
RD-0000000105
MC-1225
Line-G
1
2026-02-06T22:11:45
current_draw
15.847
A
5.647
false
pass
null
Night
98.57
RD-0000000106
MC-1740
Line-I
4
2026-02-13T23:53:40
humidity
47.989
%
6.641
false
pass
null
Night
99.27
RD-0000000107
MC-0304
Line-B
3
2026-03-01T02:48:04
temperature
72.366
F
3.511
false
pass
null
Night
99.24
RD-0000000108
MC-1282
Line-G
3
2026-02-23T23:18:21
pressure
96.109
psi
3.891
false
pass
null
Night
99.86
RD-0000000109
MC-0008
Line-A
1
2026-01-21T14:05:38
humidity
49.732
%
10.516
true
pass
null
Evening
99.76
RD-0000000110
MC-0009
Line-A
1
2026-05-18T17:07:25
temperature
72.342
F
3.545
false
pass
null
Evening
97.22
RD-0000000111
MC-1687
Line-I
3
2026-02-22T10:50:54
pressure
94.039
psi
5.961
false
pass
null
Day
95.48
RD-0000000112
MC-0752
Line-D
4
2026-03-05T14:51:39
humidity
39.777
%
11.607
true
fail
DFT-SEAL-DEGRADE
Evening
99.94
RD-0000000113
MC-0911
Line-E
3
2026-03-24T12:46:20
pressure
98.848
psi
1.152
false
pass
null
Day
97.97
RD-0000000114
MC-1744
Line-I
4
2026-01-03T17:03:23
pressure
98.954
psi
1.046
false
pass
null
Evening
99.55
RD-0000000115
MC-1148
Line-F
4
2026-06-07T06:22:37
temperature
71.069
F
5.241
false
pass
null
Day
98.66
RD-0000000116
MC-1383
Line-G
5
2026-06-01T10:55:27
pressure
97.938
psi
2.062
false
pass
null
Day
90.26
RD-0000000117
MC-1603
Line-I
1
2026-04-06T18:01:50
pressure
104.009
psi
4.009
false
pass
null
Evening
99.04
RD-0000000118
MC-1315
Line-G
3
2026-06-12T00:25:43
pressure
99.24
psi
0.76
false
pass
null
Night
100
RD-0000000119
MC-1527
Line-H
4
2026-06-04T06:15:05
vibration
0.498
mm/s
0.407
false
pass
null
Day
96.17
RD-0000000120
MC-0255
Line-B
2
2026-05-13T18:12:13
current_draw
14.534
A
3.104
false
pass
null
Evening
99.74
RD-0000000121
MC-1724
Line-I
4
2026-04-19T03:11:35
humidity
42.269
%
6.069
false
pass
null
Night
99.31
RD-0000000122
MC-0828
Line-E
1
2026-01-10T22:35:27
temperature
74.88
F
0.16
false
pass
null
Night
88.86
RD-0000000123
MC-0644
Line-D
2
2026-01-27T07:44:07
humidity
44.384
%
1.37
false
pass
null
Day
98.71
RD-0000000124
MC-0330
Line-B
4
2026-06-19T13:53:09
temperature
76.943
F
2.591
false
pass
null
Day
88.55
RD-0000000125
MC-0388
Line-B
5
2026-01-10T18:34:13
humidity
50.047
%
11.215
true
pass
null
Evening
99.72
RD-0000000126
MC-0308
Line-B
3
2026-01-23T20:27:30
vibration
0.554
mm/s
10.864
true
pass
null
Evening
98.55
RD-0000000127
MC-0026
Line-A
1
2026-02-28T15:38:19
pressure
106.38
psi
6.38
false
pass
null
Evening
98.05
RD-0000000128
MC-0557
Line-C
4
2026-05-26T06:49:45
current_draw
14.065
A
6.236
false
pass
null
Day
99.47
RD-0000000129
MC-0793
Line-D
5
2026-01-12T18:11:51
humidity
50.259
%
11.687
true
pass
null
Evening
97.97
RD-0000000130
MC-1892
Line-J
3
2026-03-02T23:48:24
pressure
98.467
psi
1.533
false
pass
null
Night
98.75
RD-0000000131
MC-1214
Line-G
1
2026-03-20T09:45:39
temperature
74.174
F
1.102
false
pass
null
Day
96.89
RD-0000000132
MC-1521
Line-H
4
2026-06-02T08:32:03
current_draw
15.826
A
5.508
false
pass
null
Day
98.24
RD-0000000133
MC-1134
Line-F
4
2026-04-04T10:25:12
humidity
45.568
%
1.262
false
pass
null
Day
94.84
RD-0000000134
MC-1602
Line-I
1
2026-02-20T13:10:29
current_draw
14.605
A
2.631
false
pass
null
Day
99.29
RD-0000000135
MC-1758
Line-I
4
2026-05-11T09:16:20
vibration
0.309
mm/s
38.271
true
fail
DFT-MISALIGNMENT
Day
98.24
RD-0000000136
MC-1797
Line-I
5
2026-01-11T08:56:39
pressure
98.112
psi
1.888
false
pass
null
Day
97.43
RD-0000000137
MC-1656
Line-I
2
2026-05-03T20:30:36
humidity
48.181
%
7.068
false
pass
null
Evening
94.85
RD-0000000138
MC-1389
Line-G
5
2026-05-13T14:47:07
vibration
0.517
mm/s
3.431
false
pass
null
Evening
99.81
RD-0000000139
MC-0994
Line-E
5
2026-06-23T17:32:17
temperature
75.722
F
0.963
false
pass
null
Evening
93.38
RD-0000000140
MC-0342
Line-B
4
2026-06-29T21:37:50
humidity
42.122
%
6.395
false
pass
null
Evening
99.41
RD-0000000141
MC-0246
Line-B
2
2026-04-19T04:32:11
humidity
48.898
%
8.663
true
pass
null
Night
99.68
RD-0000000142
MC-1878
Line-J
2
2026-04-18T13:25:07
temperature
76.645
F
2.193
false
pass
null
Day
99.64
RD-0000000143
MC-1002
Line-F
1
2026-02-24T15:05:18
current_draw
15.703
A
4.683
false
pass
null
Evening
99.57
RD-0000000144
MC-1621
Line-I
1
2026-06-23T02:29:30
pressure
95.672
psi
4.328
false
pass
null
Night
99.48
RD-0000000145
MC-1839
Line-J
1
2026-03-14T20:01:02
humidity
45.503
%
1.117
false
pass
null
Evening
99.81
RD-0000000146
MC-0153
Line-A
4
2026-06-02T23:48:15
humidity
52.285
%
16.189
true
pass
null
Night
81.62
RD-0000000147
MC-1762
Line-I
5
2026-06-24T03:33:58
vibration
0.653
mm/s
30.571
true
pass
null
Night
99.87
RD-0000000148
MC-0566
Line-C
5
2026-06-04T16:56:27
temperature
74.44
F
0.747
false
pass
null
Evening
95.71
RD-0000000149
MC-1349
Line-G
4
2026-04-30T07:32:40
vibration
0.636
mm/s
27.3
true
pass
null
Day
98
RD-0000000150
MC-0918
Line-E
3
2026-04-12T12:23:33
pressure
100.082
psi
0.082
false
pass
null
Day
99.48
RD-0000000151
MC-1318
Line-G
3
2026-02-24T17:09:31
vibration
0.546
mm/s
9.133
true
pass
null
Evening
99.09
RD-0000000152
MC-0979
Line-E
5
2026-06-03T03:13:46
pressure
101.633
psi
1.633
false
fail
DFT-SEAL-LEAK
Night
98.88
RD-0000000153
MC-1659
Line-I
2
2026-05-19T18:24:36
pressure
104.046
psi
4.046
false
pass
null
Evening
99.06
RD-0000000154
MC-1888
Line-J
3
2026-04-15T20:45:58
vibration
0.538
mm/s
7.665
false
pass
null
Evening
99.38
RD-0000000155
MC-1375
Line-G
5
2026-03-03T22:34:04
humidity
38.088
%
15.36
true
fail
DFT-SEAL-DEGRADE
Night
98.41
RD-0000000156
MC-0827
Line-E
1
2026-05-05T09:34:09
pressure
98.382
psi
1.618
false
pass
null
Day
99.73
RD-0000000157
MC-1249
Line-G
2
2026-03-15T13:44:28
current_draw
14.364
A
4.24
false
pass
null
Day
99.33
RD-0000000158
MC-0332
Line-B
4
2026-03-05T03:36:22
vibration
0.553
mm/s
10.566
true
pass
null
Night
95.63
RD-0000000159
MC-0804
Line-E
1
2026-06-03T11:25:13
vibration
0.548
mm/s
9.533
true
fail
DFT-MISALIGNMENT
Day
99.43
RD-0000000160
MC-1488
Line-H
3
2026-03-05T23:14:55
current_draw
14.096
A
6.025
false
pass
null
Night
99.54
RD-0000000161
MC-0800
Line-D
5
2026-03-13T16:45:13
humidity
44.86
%
0.31
false
pass
null
Evening
95.89
RD-0000000162
MC-1994
Line-J
5
2026-06-27T15:56:28
vibration
0.483
mm/s
3.317
false
pass
null
Evening
99.68
RD-0000000163
MC-0973
Line-E
5
2026-05-08T00:58:09
pressure
97.159
psi
2.841
false
pass
null
Night
99.85
RD-0000000164
MC-1763
Line-I
5
2026-03-17T16:34:30
humidity
44.618
%
0.848
false
pass
null
Evening
99.26
RD-0000000165
MC-1764
Line-I
5
2026-04-25T00:41:30
vibration
0.52
mm/s
3.904
false
pass
null
Night
98.19
RD-0000000166
MC-0466
Line-C
2
2026-04-22T03:37:25
pressure
98.755
psi
1.245
false
pass
null
Night
100
RD-0000000167
MC-1284
Line-G
3
2026-03-24T13:40:41
pressure
96.965
psi
3.035
false
pass
null
Day
93.63
RD-0000000168
MC-1900
Line-J
3
2026-05-28T14:53:53
current_draw
15.616
A
4.107
false
pass
null
Evening
97.93
RD-0000000169
MC-1651
Line-I
2
2026-02-20T15:37:04
current_draw
14.905
A
0.63
false
pass
null
Evening
98.49
RD-0000000170
MC-0975
Line-E
5
2026-02-10T15:40:29
vibration
0.585
mm/s
17.02
true
pass
null
Evening
98.47
RD-0000000171
MC-1006
Line-F
1
2026-02-01T02:06:36
current_draw
15.625
A
4.165
false
pass
null
Night
99.41
RD-0000000172
MC-1591
Line-H
5
2026-05-03T16:44:17
humidity
38.457
%
14.539
true
pass
null
Evening
98.18
RD-0000000173
MC-1073
Line-F
2
2026-06-12T22:55:00
humidity
45.274
%
0.608
false
pass
null
Night
99.3
RD-0000000174
MC-1085
Line-F
3
2026-03-01T19:57:02
temperature
73.754
F
1.662
false
fail
DFT-OVERHEAT
Evening
99.74
RD-0000000175
MC-1398
Line-G
5
2026-06-13T05:18:37
humidity
46.455
%
3.234
false
pass
null
Night
96.47
RD-0000000176
MC-1975
Line-J
5
2026-01-30T18:40:28
pressure
99.296
psi
0.704
false
pass
null
Evening
99.52
RD-0000000177
MC-1390
Line-G
5
2026-01-07T09:48:43
temperature
71.922
F
4.103
false
pass
null
Day
99.91
RD-0000000178
MC-1008
Line-F
1
2026-04-18T18:31:06
humidity
45.766
%
1.703
false
pass
null
Evening
99.84
RD-0000000179
MC-0439
Line-C
1
2026-02-05T22:10:07
pressure
103.598
psi
3.598
false
pass
null
Night
93.62
RD-0000000180
MC-0580
Line-C
5
2026-03-27T05:43:51
pressure
97.411
psi
2.589
false
pass
null
Night
99.91
RD-0000000181
MC-1854
Line-J
2
2026-03-27T00:57:06
current_draw
15.552
A
3.677
false
pass
null
Night
99.33
RD-0000000182
MC-1678
Line-I
2
2026-05-17T23:12:52
pressure
103.049
psi
3.049
false
pass
null
Night
99.51
RD-0000000183
MC-0450
Line-C
2
2026-01-13T23:09:26
humidity
41.826
%
7.054
false
pass
null
Night
96.55
RD-0000000184
MC-0716
Line-D
3
2026-05-03T22:39:42
temperature
75.073
F
0.098
false
pass
null
Night
98.03
RD-0000000185
MC-1317
Line-G
3
2026-03-13T07:05:16
humidity
47.076
%
4.614
false
pass
null
Day
98.88
RD-0000000186
MC-1277
Line-G
2
2026-04-07T04:00:24
temperature
72.139
F
3.815
false
pass
null
Night
100
RD-0000000187
MC-0725
Line-D
4
2026-04-15T17:19:52
vibration
0.552
mm/s
10.34
true
pass
null
Evening
99.91
RD-0000000188
MC-1410
Line-H
1
2026-03-20T02:07:03
current_draw
15.031
A
0.207
false
pass
null
Night
99.08
RD-0000000189
MC-0564
Line-C
5
2026-04-26T12:40:08
pressure
106.414
psi
6.414
false
pass
null
Day
84.53
RD-0000000190
MC-1794
Line-I
5
2026-03-22T03:59:16
humidity
44.127
%
1.94
false
pass
null
Night
99.5
RD-0000000191
MC-1987
Line-J
5
2026-02-12T19:17:53
humidity
47.595
%
5.766
false
pass
null
Evening
98.06
RD-0000000192
MC-0543
Line-C
4
2026-01-04T00:36:42
temperature
73.216
F
2.379
false
pass
null
Night
99.74
RD-0000000193
MC-1360
Line-G
4
2026-06-17T02:52:14
vibration
0.483
mm/s
3.422
false
pass
null
Night
97.71
RD-0000000194
MC-1111
Line-F
3
2026-03-25T21:07:56
pressure
101.185
psi
1.185
false
pass
null
Evening
99.61
RD-0000000195
MC-0567
Line-C
5
2026-01-28T04:35:34
pressure
96.8
psi
3.2
false
pass
null
Night
97.9
RD-0000000196
MC-1261
Line-G
2
2026-06-19T07:32:27
pressure
100.68
psi
0.68
false
pass
null
Day
99.71
RD-0000000197
MC-1455
Line-H
2
2026-02-02T12:18:07
temperature
73.317
F
2.244
false
pass
null
Day
99.1
RD-0000000198
MC-1017
Line-F
1
2026-04-01T02:38:02
current_draw
14.635
A
2.432
false
pass
null
Night
99.22
RD-0000000199
MC-1506
Line-H
3
2026-01-13T11:21:08
humidity
44.418
%
1.293
false
pass
null
Day
97.45