PDMLibrary
Collection
14 items
•
Updated
Datasets:
datetime
stringdate 2015-01-01 06:00:00
2016-01-01 06:00:00
| machineID
int64 1
100
| volt
float64 97.3
255
| rotate
float64 138
695
| pressure
float64 51.2
186
| vibration
float64 14.9
76.8
| model
stringclasses 4
values | age
int64 0
20
| comp
stringclasses 5
values | failure
stringclasses 5
values | label
int64 0
4
|
|---|---|---|---|---|---|---|---|---|---|---|
2015-01-01 06:00:00
| 1
| 176.217853
| 418.504078
| 113.077935
| 45.087686
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 07:00:00
| 1
| 162.879223
| 402.74749
| 95.460525
| 43.413973
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 08:00:00
| 1
| 170.989902
| 527.349825
| 75.237905
| 34.178847
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 09:00:00
| 1
| 162.462833
| 346.149335
| 109.248561
| 41.122144
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 10:00:00
| 1
| 157.610021
| 435.376873
| 111.886648
| 25.990511
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 11:00:00
| 1
| 172.504839
| 430.323362
| 95.927042
| 35.655017
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 12:00:00
| 1
| 156.556031
| 499.071623
| 111.755684
| 42.75392
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 13:00:00
| 1
| 172.522781
| 409.624717
| 101.001083
| 35.482009
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 14:00:00
| 1
| 175.324524
| 398.648781
| 110.624361
| 45.482287
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 15:00:00
| 1
| 169.218423
| 460.85067
| 104.84823
| 39.901735
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 16:00:00
| 1
| 167.060981
| 382.483543
| 103.780663
| 42.6758
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 17:00:00
| 1
| 160.263954
| 448.084256
| 96.480976
| 38.543681
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 18:00:00
| 1
| 153.353492
| 490.672921
| 86.01244
| 44.108554
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 19:00:00
| 1
| 182.739113
| 418.199252
| 93.484954
| 41.36719
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 20:00:00
| 1
| 170.335438
| 402.461187
| 93.235787
| 39.739883
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 21:00:00
| 1
| 182.467109
| 501.918973
| 85.762615
| 51.021486
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 22:00:00
| 1
| 151.335682
| 444.922656
| 94.247371
| 42.119652
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-01 23:00:00
| 1
| 172.535396
| 511.886364
| 91.329429
| 32.248832
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 00:00:00
| 1
| 180.097495
| 486.712304
| 96.733915
| 38.896776
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 01:00:00
| 1
| 169.605854
| 519.452812
| 78.88078
| 40.156875
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 02:00:00
| 1
| 167.129117
| 427.050768
| 91.699899
| 44.642351
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 03:00:00
| 1
| 158.2714
| 422.811052
| 92.439132
| 39.781917
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 04:00:00
| 1
| 200.87243
| 403.235951
| 96.535487
| 32.516838
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 05:00:00
| 1
| 181.257522
| 495.777958
| 93.43929
| 52.355876
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 06:00:00
| 1
| 197.363125
| 446.943947
| 114.342061
| 29.527665
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 07:00:00
| 1
| 171.200895
| 384.645962
| 103.373293
| 35.796566
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 08:00:00
| 1
| 160.528861
| 486.459056
| 86.944273
| 42.992509
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 09:00:00
| 1
| 147.300678
| 420.610792
| 110.408985
| 34.203042
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 10:00:00
| 1
| 160.458503
| 412.965696
| 90.711354
| 36.963766
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 11:00:00
| 1
| 173.394523
| 439.57946
| 97.675827
| 37.117103
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 12:00:00
| 1
| 185.205355
| 445.606447
| 105.993247
| 47.862484
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 13:00:00
| 1
| 173.791252
| 385.354924
| 99.506819
| 42.921336
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 14:00:00
| 1
| 152.420775
| 497.84062
| 101.641691
| 30.665184
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 15:00:00
| 1
| 180.030715
| 486.893593
| 93.743827
| 43.099758
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 16:00:00
| 1
| 145.248486
| 495.376449
| 111.950587
| 37.422272
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 17:00:00
| 1
| 164.512216
| 424.542633
| 102.48553
| 42.243374
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 18:00:00
| 1
| 165.258225
| 493.161428
| 127.014498
| 45.135194
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 19:00:00
| 1
| 140.776309
| 432.043773
| 99.824497
| 31.279321
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 20:00:00
| 1
| 183.800863
| 414.274295
| 86.32376
| 37.789834
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 21:00:00
| 1
| 160.656926
| 446.613843
| 115.313312
| 35.944564
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 22:00:00
| 1
| 164.98945
| 418.069791
| 80.668287
| 42.638679
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-02 23:00:00
| 1
| 190.927218
| 437.960441
| 85.260247
| 40.566202
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 00:00:00
| 1
| 179.550116
| 502.787456
| 109.96602
| 41.730698
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 01:00:00
| 1
| 168.373525
| 489.910898
| 114.042406
| 36.092656
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 02:00:00
| 1
| 177.706442
| 521.837936
| 101.528033
| 35.468444
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 03:00:00
| 1
| 175.989077
| 510.256976
| 92.362872
| 36.376034
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 04:00:00
| 1
| 194.942847
| 418.842271
| 95.896312
| 47.163648
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 05:00:00
| 1
| 174.138401
| 489.250315
| 91.926306
| 32.323616
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 06:00:00
| 1
| 177.594089
| 459.95667
| 96.651624
| 52.997327
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 07:00:00
| 1
| 175.21328
| 486.494804
| 104.432962
| 47.875804
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 08:00:00
| 1
| 164.341435
| 568.97231
| 94.488533
| 49.023585
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 09:00:00
| 1
| 171.464292
| 454.317959
| 85.24661
| 47.698464
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 10:00:00
| 1
| 194.58117
| 448.360259
| 98.390618
| 50.602141
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 11:00:00
| 1
| 156.866113
| 405.86984
| 98.640816
| 54.698163
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 12:00:00
| 1
| 171.8264
| 439.841489
| 87.874871
| 55.768097
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 13:00:00
| 1
| 190.43196
| 427.675888
| 116.008404
| 55.06211
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 14:00:00
| 1
| 166.480684
| 487.422676
| 90.423892
| 66.764515
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 15:00:00
| 1
| 154.199258
| 469.854313
| 85.755546
| 47.946793
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 16:00:00
| 1
| 156.953246
| 462.024182
| 106.346718
| 48.820301
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 17:00:00
| 1
| 164.148095
| 429.822144
| 104.532124
| 43.788682
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 18:00:00
| 1
| 157.289749
| 416.035004
| 93.106986
| 48.414359
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 19:00:00
| 1
| 166.090409
| 425.803431
| 87.685418
| 57.928057
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 20:00:00
| 1
| 163.783704
| 520.582694
| 97.160984
| 56.442488
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 21:00:00
| 1
| 167.254238
| 382.541315
| 104.485227
| 39.273567
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 22:00:00
| 1
| 176.105841
| 428.325822
| 107.266872
| 52.364675
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-03 23:00:00
| 1
| 179.369497
| 374.127148
| 87.737435
| 49.153972
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 00:00:00
| 1
| 195.173086
| 436.17362
| 103.833238
| 49.947102
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 01:00:00
| 1
| 168.969595
| 467.285905
| 117.148227
| 58.39205
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 02:00:00
| 1
| 165.187401
| 475.126937
| 114.584421
| 57.549016
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 03:00:00
| 1
| 192.065086
| 506.595129
| 113.672301
| 57.809162
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 04:00:00
| 1
| 195.564941
| 384.138905
| 106.552828
| 49.657392
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 05:00:00
| 1
| 170.648661
| 464.189726
| 103.742947
| 58.457667
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 06:00:00
| 1
| 165.01014
| 448.468838
| 97.70963
| 48.238941
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 07:00:00
| 1
| 142.666469
| 433.279499
| 118.853452
| 54.848731
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 08:00:00
| 1
| 191.168936
| 479.615136
| 101.999663
| 52.882567
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 09:00:00
| 1
| 157.436263
| 438.091311
| 113.100915
| 53.695544
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 10:00:00
| 1
| 153.143558
| 440.162685
| 94.524894
| 57.411078
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 11:00:00
| 1
| 215.656488
| 458.097746
| 95.03628
| 51.647981
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 12:00:00
| 1
| 173.52532
| 421.728389
| 100.617527
| 50.458297
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 13:00:00
| 1
| 169.501121
| 454.460114
| 91.675576
| 45.951349
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 14:00:00
| 1
| 129.016707
| 479.457721
| 111.575038
| 49.398412
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 15:00:00
| 1
| 168.503141
| 455.536868
| 83.689837
| 43.917862
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 16:00:00
| 1
| 184.640476
| 365.213804
| 87.474009
| 52.048152
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 17:00:00
| 1
| 176.208034
| 517.348533
| 82.400818
| 46.950492
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 18:00:00
| 1
| 183.684832
| 414.481164
| 111.684659
| 56.837165
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 19:00:00
| 1
| 199.755983
| 425.83256
| 107.33508
| 41.674887
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 20:00:00
| 1
| 187.536628
| 427.76397
| 103.159963
| 50.146515
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 21:00:00
| 1
| 162.368945
| 458.491868
| 95.748683
| 50.240045
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 22:00:00
| 1
| 180.562703
| 447.1014
| 89.260131
| 51.941914
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-04 23:00:00
| 1
| 167.023756
| 471.194987
| 89.474271
| 62.464103
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 00:00:00
| 1
| 161.928938
| 376.719605
| 89.969588
| 58.087488
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 01:00:00
| 1
| 127.16362
| 430.475185
| 95.667178
| 46.8456
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 02:00:00
| 1
| 158.155297
| 429.346217
| 94.892589
| 58.225151
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 03:00:00
| 1
| 177.31722
| 461.801246
| 103.056344
| 49.894647
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 04:00:00
| 1
| 202.520488
| 387.005318
| 94.686208
| 45.202347
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 05:00:00
| 1
| 177.510419
| 469.787301
| 100.498426
| 59.577251
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 06:00:00
| 1
| 179.303153
| 499.777962
| 111.833028
| 52.383097
|
model3
| 18
|
comp4
|
comp4
| 4
|
2015-01-05 06:00:00
| 1
| 179.303153
| 499.777962
| 111.833028
| 52.383097
|
model3
| 18
|
comp1
|
comp4
| 4
|
2015-01-05 07:00:00
| 1
| 155.511452
| 498.398435
| 103.068134
| 33.270415
|
model3
| 18
|
nomaint
|
regular
| 0
|
2015-01-05 08:00:00
| 1
| 172.439821
| 392.124959
| 108.135159
| 39.477497
|
model3
| 18
|
nomaint
|
regular
| 0
|
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Size of downloaded dataset files:
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Number of rows:
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