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mukherjee78
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predictive-maintenance-engine-data

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engine_rpm
int64
lub_oil_pressure
float64
fuel_pressure
float64
coolant_pressure
float64
lub_oil_temp
float64
coolant_temp
float64
engine_condition
int64
1,307
4.477664
7.179102
1.310726
73.992536
73.552888
0
1,613
1.765194
9.025792
2.633837
76.190954
78.316085
0
424
4.858045
6.705141
1.31303
74.972806
76.226007
1
801
4.567601
4.997041
1.776573
78.042143
83.588705
1
1,068
3.704243
8.208503
5.832034
76.701547
85.647982
0
1,065
2.661402
6.108945
1.684339
74.946273
79.833117
1
783
4.497768
4.252676
2.884244
76.105353
81.984471
0
677
2.660844
5.689062
0.981733
86.094135
78.654023
0
1,025
3.615211
7.024916
1.447791
83.769779
89.233286
0
762
4.359698
1.240667
2.196076
76.325754
76.832817
0
890
4.747487
11.196007
1.910294
78.538427
79.724105
0
520
4.233658
2.376546
2.775907
77.680394
85.786852
1
907
4.758132
6.350905
2.01771
74.820569
65.349232
0
1,197
5.801737
5.386256
0.997441
84.43667
74.911932
0
576
5.3726
6.010187
0.949439
76.47636
71.170428
1
1,015
4.766862
8.268516
1.009177
75.760243
74.659638
1
610
3.920826
8.23087
3.33469
75.691751
75.668192
0
1,322
2.59283
5.09214
1.458395
75.976766
77.163287
0
681
4.424871
6.75853
0.10693
76.739376
76.152772
1
523
4.037701
6.639512
2.150149
78.428491
90.30815
1
881
4.508584
1.823707
2.611214
73.631492
86.2238
0
414
2.410246
8.355378
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75.705966
71.334391
1
495
1.820325
6.070955
1.221021
78.249489
80.443738
0
724
4.526244
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3.067767
85.309399
72.66757
1
477
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6.225418
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3.857461
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73.46048
73.788773
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3.97643
4.61303
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85.86341
1
464
2.382455
14.372351
2.691099
75.607783
81.39442
1
748
3.648956
5.649687
3.169167
77.649312
69.853306
0
1,038
2.387587
5.533196
1.730729
76.062238
73.275106
0
980
3.20086
11.180097
1.464253
76.994106
75.343171
0
776
2.370641
6.773385
1.896449
76.925176
77.374008
1
755
2.968301
7.503536
5.632837
75.662455
76.300287
0
641
2.783708
6.316195
3.764968
81.856617
91.023966
0
693
3.387698
6.261641
3.675571
77.336147
74.730093
1
442
2.694787
7.294618
1.64098
75.067172
74.412783
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6.109234
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70.96384
1
627
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85.907334
1
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1.765678
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3.320725
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77.583418
1
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3.094163
8.291816
1.221729
77.179693
73.624396
1
531
2.394204
3.650746
3.521253
75.521738
84.011357
0
511
2.549306
10.778996
1.947068
85.642782
67.219734
0
565
3.683015
6.68551
2.622369
76.69382
71.569117
0
583
5.161965
6.359111
3.491923
80.166484
74.143745
1
851
2.369306
5.968351
4.232467
86.007474
77.722166
0
651
2.456177
4.644487
1.637812
82.964895
85.245615
0
495
4.217896
1.584586
1.98699
77.426474
78.068382
0
692
3.124519
4.538502
2.948864
76.42339
72.907538
0
486
4.940802
5.725946
0.888632
77.858841
67.564629
1
1,421
2.71573
6.687946
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0
478
2.90298
7.976398
3.255871
77.270964
91.154763
1
870
4.877966
4.921829
2.534211
78.978922
76.430113
0
1,399
3.084788
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85.279984
1
1,293
3.435344
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1
837
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0
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1
623
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4.428633
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81.860649
1
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2.114661
6.441973
2.098914
78.245613
86.887261
1
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4.986831
5.8117
2.075684
74.920045
73.662838
1
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2.676762
7.873716
2.464835
73.96347
81.677684
1
650
4.469736
3.852012
3.128795
77.175678
82.883265
1
684
1.940274
8.287894
2.017063
75.71742
75.526816
1
793
2.165552
4.297833
1.813113
84.626207
77.232283
0
913
3.964757
4.636276
2.052323
76.175949
76.145524
0
705
5.453613
6.81656
1.9356
76.651159
66.743602
0
693
3.862274
5.613314
2.206499
78.322656
85.291562
1
916
1.952304
7.012923
1.723359
76.017289
80.843441
0
906
5.219006
5.911581
1.270151
79.995126
85.461175
1
744
2.529859
3.328286
1.068497
84.394213
79.05811
1
691
4.553031
9.368421
1.690033
77.081826
93.784718
1
444
2.770991
5.085242
5.393121
74.47756
81.19491
1
845
3.332257
17.2905
2.227949
84.037425
80.620502
1
1,272
2.541805
6.376769
1.784419
81.009409
88.112118
0
657
3.780978
3.851607
2.686877
77.131551
67.754611
0
735
3.600738
1.753671
2.77247
76.68178
81.064483
0
668
1.901811
2.824056
2.24262
75.361373
75.779443
0
378
2.714733
9.066225
1.408376
88.041242
84.072589
1
628
4.602951
4.97421
1.889208
76.696304
82.738628
1
750
3.667952
4.457598
1.795455
75.363568
75.687676
1
1,032
2.819445
4.825236
4.755668
76.593123
80.839255
0
819
3.041728
3.585566
1.70139
75.254079
74.899089
1
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3.338989
7.578493
1.603007
75.240298
70.507214
1
927
5.055811
6.268627
1.251682
78.012569
81.701334
1
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4.007385
17.02873
3.193488
76.244471
85.344472
1
1,248
3.212872
8.139221
1.582551
85.037898
86.022991
1
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2.576703
6.121639
3.05105
77.747619
85.787139
1
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3.856685
1.756808
2.192092
77.606503
85.168741
0
708
3.291154
6.792462
2.990578
76.184916
70.719703
1
982
1.778991
1.099391
1.611132
75.49214
78.780071
0
1,220
2.877544
12.179638
1.636008
84.863117
75.923596
1
934
3.375872
4.978307
3.037754
76.477967
73.021202
0
1,183
2.818983
8.621275
1.014461
76.134837
72.367129
0
856
4.764727
7.982051
1.698581
78.026449
71.623738
0
404
2.663352
9.396973
1.911037
75.119328
78.55813
1
426
2.446125
7.65766
1.518368
76.843077
78.985162
1
1,407
4.891416
7.623181
1.824596
75.331082
72.060945
1
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2.604889
6.864116
1.77791
76.824353
86.662201
0
1,096
2.225355
4.530084
1.354914
81.88326
83.30762
0
815
4.138818
5.790479
1.283559
76.033935
76.77894
0