Datasetpublic
hiteshsharma/predictive_maintenance-dataset

Predictive Maintenance Dataset Description This dataset contains engine sensor readings used to predict engine health. Features Engine RPM Lub Oil Pressure Fuel Pressure Coolant Pressure Lub Oil Temperature Coolant Temperature Target Engine Condition 0 = Healthy 1 = Maintenance Required Number of Records 19535 Machine Learning Task Binary Classification Source PGP Capstone Project… See the full description on the dataset page: https://huggingface.co/datasets/hiteshsharma/predictive_maintenance-dataset.
sourceHugging Faceupdated 1mo agoView on Hugging Face
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rootprocessed_data.csv
processed_data.csv19537 linesDownload Raw Back to root
1Engine_RPM,Lub_Oil_Pressure,Fuel_Pressure,Coolant_Pressure,Lub_Oil_Temp,Coolant_Temp,Engine_Condition,Temp_Difference,Total_Pressure,Pressure_Ratio,RPM_Temp2700,2.493591821,11.79092738,3.178980794,84.14416293,81.6321865,1,-2.51197642999999,17.463499995,4.728301741500559,57142.530553876,2.941605932,16.19386556,2.464503704,77.64093415,82.4457245,0,4.80479034999999,21.599975196000003,5.504923311280863,72222.4546624520,2.961745579,6.553146911,1.064346764,77.75226574,79.64577667,1,1.893510930000005,10.579239253999999,2.212521462112323,41415.80386845473,3.707834743,19.51017166,3.727455362,74.12990715,71.77462869,1,-2.355278459999994,26.945461765,5.26173544365422,33949.399370376619,5.672918584,15.73887141,2.052251454,78.39698883,87.00022538,0,8.603236550000005,23.464041448,2.7743380665787716,53853.13951022000471221,3.989225938,6.679230535,2.214250345,76.40115203,75.66981801,0,-0.7313340200000056,12.882706818,1.6742754637763568,92392.847790218716,3.568895727,5.312266428,2.46106708,83.64658857,79.79241081,1,-3.854177759999999,11.342229235,1.488448525676814,57131.366139969729,3.845165584,10.19112589,2.362998355,77.9212023,71.67176056,1,-6.249441740000009,16.399289829,2.6503048144203296,52248.7134482410845,4.877239363,3.638269304,3.525604418,76.30162614,70.49602446,0,-5.805601679999995,12.041113085000001,0.7459536918017816,59569.140668711824,3.741228333,7.626214049,1.301032069,77.06652006,85.14329731,0,8.076777249999992,12.668474451,2.0383706989129413,70158.07698344121230,3.429446187,10.83912838,1.830218693,77.40544243,85.91987186,0,8.514429430000007,16.09879326,3.160513895712115,105681.442387813538,4.259996635,7.694207979,2.083630083,80.18345308,81.18079834,1,0.9973452599999888,14.037834697000001,1.8061111374296324,43675.26950692141187,2.592501844,6.890093327,1.833391079,78.10229386,84.96686866,1,6.8645748,11.31598625,2.6575979427560723,100855.6730994215609,3.749857195,10.09296246,2.997150736,77.28064321,75.57779077,1,-1.702852440000001,16.839970391,2.6914873784312623,46026.87457892999416606,2.272331239,5.489462544,1.913766899,75.17064423,77.72570657,1,2.5550623400000063,9.675560682,2.4156781731339327,47101.7781814217382,2.162553685,7.77492339,2.727348376,77.00087426,71.62384988,1,-5.377024380000009,12.664825451,3.5950847997191007,27360.3106541618560,2.827450817,11.73054823,1.832205746,77.18277677,70.76525408,1,-6.417522689999998,16.390204793,4.148660444747013,39628.542284819767,4.596903025,7.496561998,1.432776233,84.92414335,80.26551481,0,-4.658628539999995,13.526241256,1.6307498509857954,61563.6498592720838,3.377151875,4.159451141,2.141784028,77.25819595,88.78397112,1,11.525775170000003,9.678387044,1.231608211336029,74400.9677985621495,3.378216302,7.376275793,3.090756713,77.26403305,73.80702538,1,-3.457007669999996,13.845248808000001,2.183417754173333,36534.4775631221341,4.62633279,6.188480205,1.503297167,76.92653268,78.88448943,0,1.9579567500000081,12.318110162,1.3376353847345095,105784.10032563231249,2.461325383,6.245944552,4.145416104,76.83845869,72.57039096,1,-4.2680677299999985,12.852686038999998,2.537531543770547,90640.4183090424699,4.369701173,7.332602592,1.312393529,76.91254155,87.11526083,0,10.202719279999997,13.014697294,1.6780174432892898,60893.5673201725436,4.254678789,7.43832958,2.342593832,77.81353697,82.39599504,1,4.582458070000001,14.035602201000001,1.7482294494911288,35924.65383744000426885,1.887027852,6.352865126,2.356187698,77.22452173,81.45093441,1,4.226412679999996,10.596080676,3.366420096691997,72084.0769528527583,3.397936191,6.146661107,1.627376493,76.22426128,70.61435969,1,-5.609901589999993,11.171973791,1.80888629829193,41168.1716992728773,3.348316697,6.890316204,3.393287895,73.98528303,68.24275096,1,-5.74253207000001,13.631920796000001,2.0577833727126467,52751.6464920829796,4.6085522,5.398473736,1.846249309,83.33728981,77.37975031,0,-5.957539499999996,11.853275244999999,1.1713779868222645,61594.2812467630591,4.869288101,7.860033003,2.781762808,76.00480045,66.66709751,1,-9.33770294,15.511083912,1.6141726311332274,39400.2546284131455,4.759290152,13.97116025,2.448630195,80.60016369,75.81192539,1,-4.788238300000003,21.179080597000002,2.935493793071159,34494.42605245321053,2.533847042,4.212193982,4.705473891,75.84209778,75.98157237,0,0.13947458999999185,11.451514915,1.662305451606987,80008.5957056133646,2.157195801,8.454512251,3.033518045,75.20562731,86.28989581,1,11.084268500000007,13.645226097000002,3.9190324512201653,55743.27269326000534799,4.634378309,12.31190941,3.168087939,77.57523258,74.08360477,1,-3.4916278100000113,20.114375658,2.6565901465307737,59192.800211229995351348,3.500386605,7.286885806,1.463265044,84.47375281,81.49140597,1,-2.982346839999991,12.250537455,2.081677957456432,109850.4152475636635,2.760153323,6.629578742,2.021019903,76.35883025,68.40312615,1,-7.955704099999991,11.410751968,2.4018008371762765,43435.9851052537939,3.836724143,2.713572365,1.868092924,76.25914474,83.99973769,0,7.740592950000007,8.418389432000001,0.7072443937652735,78875.7536909138657,4.280497173,2.9519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