Datasets:

hiteshsharma
/

predictive_maintenance-dataset

Engine_RPM int64	Lub_Oil_Pressure float64	Fuel_Pressure float64	Coolant_Pressure float64	Lub_Oil_Temp float64	Coolant_Temp float64	Temperature_Difference float64	Total_Pressure float64	Pressure_Ratio float64	RPM_Temperature_Interaction float64	Engine_Condition int64
496	4.70624	5.249898	3.803385	75.033607	70.542095	-4.491512	13.759524	1.115519	34,988.878991	0
836	3.960027	4.928546	3.705357	74.395016	84.098307	9.703291	12.593931	1.244574	70,306.184886	1
623	3.055244	9.494612	2.084725	76.865701	72.927688	-3.938012	14.634581	3.107644	45,433.949736	0
675	2.785797	5.463947	1.649817	75.397279	82.907453	7.510174	9.899561	1.961358	55,962.530627	1
1,412	2.816022	4.00141	1.921522	83.246013	71.176927	-12.069086	8.738954	1.420944	100,501.820797	1
414	3.928896	4.468993	1.740373	74.461489	80.171776	5.710287	10.138261	1.137468	33,191.115218	1
1,041	2.618464	6.031472	3.444127	75.87409	74.213489	-1.660601	12.094064	2.303439	77,256.242049	1
975	5.964635	4.00145	2.460979	80.727668	80.231235	-0.496433	12.427064	0.670863	78,225.453989	0
1,158	2.653552	4.956097	1.126615	76.703935	82.821523	6.117588	8.736264	1.867722	95,907.3239	0
1,357	4.045931	7.2471	1.827783	78.382214	87.120363	8.738149	13.120814	1.791207	118,222.332401	1
767	3.675062	6.603299	2.240416	77.226557	71.871107	-5.355451	12.518776	1.796786	55,125.138701	0
1,179	3.308127	6.162965	0.736781	75.678397	71.430854	-4.247543	10.207873	1.862977	84,216.977314	0
956	3.720926	5.050159	4.541596	78.294517	75.350544	-2.943973	13.312681	1.357232	72,035.120466	1
1,057	2.23783	5.631612	2.505175	74.529496	76.760059	2.230563	10.374617	2.51655	81,135.382204	0
854	5.325312	3.992183	5.119024	81.89433	82.209094	0.314764	14.43652	0.749662	70,206.566635	0
855	3.087465	5.170975	2.49316	86.235597	81.372706	-4.862891	10.751601	1.674829	69,573.663527	0
1,096	2.480399	5.149975	0.635378	84.090834	78.015959	-6.074875	8.265752	2.076269	85,505.491042	1
434	4.442973	7.090542	1.524269	75.620907	83.188313	7.567405	13.057784	1.5959	36,103.727738	1
822	3.310684	5.627634	2.058694	77.853008	78.117307	0.264299	10.997013	1.69984	64,212.426264	1
569	3.736063	5.729134	1.870194	76.742341	79.451863	2.709522	11.335391	1.533468	45,208.11007	1
952	2.40655	7.418635	1.44315	75.180661	78.452812	3.272151	11.268335	3.082685	74,687.077034	1
973	2.349488	5.715477	3.340146	78.821659	77.506734	-1.314925	11.405112	2.432648	75,414.052561	1
554	3.396276	10.290297	1.999733	76.546559	83.106267	6.559707	15.686306	3.029876	46,040.871818	1
811	4.851543	3.622094	0.758107	76.042221	82.374601	6.332381	9.231744	0.746586	66,805.801719	1
540	3.081387	4.375281	0.982797	76.415207	79.320499	2.905291	8.439465	1.419906	42,833.06919	1
778	3.538907	5.208443	1.734624	73.849828	73.385308	-0.46452	10.481974	1.471766	57,093.769507	1
563	2.217112	6.034855	2.623956	78.603892	77.731044	-0.872848	10.875923	2.721944	43,762.577676	1
1,033	2.036132	4.932128	2.235217	75.931896	69.710272	-6.221625	9.203476	2.422303	72,010.71049	1
804	4.57266	5.992453	1.535159	77.051917	79.80514	2.753223	12.100273	1.310496	64,163.332359	1
369	2.746007	6.989355	1.830474	77.18143	75.697478	-1.483953	11.565836	2.54528	27,932.369264	1
798	5.789154	6.727879	1.819378	77.601968	79.906577	2.304609	14.336411	1.162152	63,765.448406	1
437	3.900054	6.734776	2.790181	78.008376	78.002771	-0.005605	13.425011	1.726842	34,087.211062	0
1,221	4.42086	5.888119	5.204647	76.787069	90.006726	13.219657	15.513626	1.331894	109,898.212153	1
946	2.33791	5.878699	6.107326	78.055623	81.372531	3.316908	14.323935	2.514511	76,978.414146	0
654	2.126811	6.048617	2.932469	75.452488	85.561782	10.109293	11.107897	2.843984	55,957.405304	0
800	3.40304	5.070474	2.423549	75.857648	75.29601	-0.561638	10.897064	1.489984	60,236.808256	1
1,388	2.991451	4.277201	1.463619	77.886941	82.120037	4.233096	8.732271	1.429808	113,982.611828	1
576	4.796219	8.31517	3.235007	83.490921	90.11711	6.626188	16.346395	1.733693	51,907.45521	1
1,307	3.771457	2.955204	1.844966	77.864105	81.623514	3.759409	8.571626	0.783571	106,681.932367	0
663	4.798853	7.292509	2.363309	75.429563	70.386828	-5.042735	14.45467	1.519636	46,666.46717	1
582	1.305755	5.211494	2.633097	75.93492	75.580952	-0.353968	9.150346	3.991174	43,988.11421	1
1,145	4.436745	5.686701	2.965899	74.062249	71.002669	-3.05958	13.089345	1.281728	81,298.056154	0
673	1.826226	8.79934	1.239882	76.365291	83.423228	7.057936	11.865448	4.81832	56,143.832161	0
469	2.244983	7.020501	0.246693	76.915875	86.219173	9.303298	9.512176	3.127196	40,436.792015	1
739	2.464748	8.192446	2.752652	74.697141	87.950844	13.253703	13.409846	3.323847	64,995.674078	0
1,240	4.557669	4.769486	1.481279	77.441172	75.294501	-2.146671	10.808433	1.046475	93,365.180856	1
529	2.591552	7.383817	2.334104	76.628042	76.083761	-0.544281	12.309473	2.849188	40,248.309574	1
835	3.516408	3.704002	1.359745	89.275897	73.337822	-15.938075	8.580156	1.053348	61,237.081779	1
848	2.474463	5.649183	3.259924	76.354736	77.660874	1.306138	11.38357	2.282994	65,856.421517	0
754	2.931881	5.210595	1.070077	78.219563	81.21399	2.994427	9.212552	1.777219	61,235.348445	1
510	4.64128	3.945978	1.855171	78.017094	74.074583	-3.942511	10.44243	0.850192	37,778.037299	0
450	0.699888	4.111952	0.949993	74.86905	72.889809	-1.979241	5.761832	5.875159	32,800.414185	1
658	3.201742	6.108218	1.567632	75.665033	69.755396	-5.909637	10.877592	1.90778	45,899.05045	1
529	3.215984	5.469481	2.196793	78.294028	75.39119	-2.902838	10.882258	1.700718	39,881.93969	1
1,799	2.776676	7.228798	1.834901	87.578571	78.951378	-8.627192	11.840375	2.603399	142,033.529508	1
84	3.830491	4.907142	1.061624	75.626682	77.407978	1.781296	9.799257	1.281074	6,502.270149	1
798	1.988798	2.982692	1.362544	77.303689	76.034316	-1.269373	6.334034	1.499746	60,675.384192	0
1,083	4.86708	4.984865	2.4964	81.90805	81.064302	-0.843748	12.348345	1.0242	87,792.639304	0
633	2.211679	7.715703	2.24428	76.325323	81.733805	5.408482	12.171662	3.488618	51,737.498787	0
918	2.981941	11.245539	2.724376	76.193842	92.014862	15.821021	16.951856	3.771214	84,469.64372	1
668	2.54182	5.14548	3.114428	75.49389	70.381397	-5.112493	10.801728	2.024329	47,014.773143	1
488	0.325005	8.190476	1.503244	76.150753	77.308195	1.157442	10.018725	25.201043	37,726.399165	1
813	4.485257	8.605066	1.668094	76.21798	77.237554	1.019574	14.758417	1.918523	62,794.131288	1
413	3.492244	6.194312	1.769396	82.126134	78.464299	-3.661834	11.455953	1.773734	32,405.755603	1
1,185	3.76483	10.673992	2.249566	78.487524	75.174314	-3.31321	16.688387	2.835186	89,081.561569	0
1,057	2.054571	6.884652	1.598794	76.617464	87.627446	11.009982	10.538016	3.350895	92,622.21075	1
643	2.625858	8.451585	2.90954	83.808091	68.859504	-14.948587	13.986982	3.2186	44,276.661143	0
659	4.495829	5.978984	5.866578	76.959741	83.497599	6.537859	16.341391	1.329896	55,024.918031	1
429	3.378734	3.557734	2.692528	77.956845	93.980689	16.023845	9.628996	1.052978	40,317.715701	0
1,087	4.294721	3.272855	2.08666	85.178231	75.427291	-9.75094	9.654236	0.762065	81,989.465741	0
671	4.183711	7.136869	2.776894	77.187541	79.178336	1.990795	14.097474	1.705871	53,128.663604	1
743	2.983045	11.830769	1.705551	76.268239	85.180514	8.912275	16.519364	3.966004	63,289.121976	1
744	2.740729	4.944986	1.294337	77.417051	90.163324	12.746272	8.980052	1.804259	67,081.51281	1
809	4.050245	7.785442	2.343225	77.791209	75.283887	-2.507322	14.178913	1.922215	60,904.664615	1
902	4.200947	14.528383	2.169704	76.169902	78.116536	1.946634	20.899033	3.458359	70,461.11549	0
555	2.756869	2.941945	2.084822	78.193826	83.436028	5.242201	7.783636	1.067132	46,306.995279	1
706	3.322614	6.614217	2.1754	75.46537	69.857252	-5.608119	12.112232	1.990667	49,319.219721	1
634	4.144614	8.87925	1.95402	74.04727	80.937101	6.889831	14.977883	2.142359	51,314.121768	1
665	3.020798	7.931052	2.793915	76.949302	76.395635	-0.553667	13.745765	2.625483	50,803.097202	1
913	2.577537	5.168561	2.085453	83.063455	86.055655	2.9922	9.831551	2.005232	78,568.813408	0
1,212	1.723152	5.266437	4.289763	80.382307	82.462033	2.079726	11.279353	3.056281	99,943.984311	0
1,300	2.21935	8.433284	1.580678	80.84323	74.473407	-6.369823	12.233313	3.799889	96,815.429464	0
621	3.251042	5.331136	2.615028	78.185455	71.337673	-6.847782	11.197207	1.639824	44,300.694921	0
808	3.077382	3.582213	5.852737	83.184829	74.732234	-8.452594	12.512333	1.164046	60,383.645258	1
1,258	3.265263	11.247399	1.487561	76.842186	71.705021	-5.137166	16.000223	3.444562	90,204.915802	1
1,267	4.119743	8.259543	2.09562	74.636635	76.781918	2.145283	14.474906	2.004869	97,282.69003	0
868	2.525346	4.285353	1.596997	76.14099	82.910354	6.769364	8.407696	1.696937	71,966.187203	1
1,024	2.194611	4.866378	0.512182	77.774181	83.93496	6.160779	7.573171	2.217422	85,949.398723	0
1,036	2.161426	6.125224	2.157851	75.996252	77.318644	1.322392	10.444502	2.833881	80,102.115153	0
656	4.151634	6.293229	3.177781	75.572258	68.317647	-7.254611	13.622644	1.515844	44,816.376353	1
823	2.377631	2.604273	1.97795	73.113172	76.898773	3.785601	6.959854	1.095323	63,287.689957	1
524	1.441212	6.81795	1.786358	77.267706	73.978998	-3.288708	10.04552	4.730707	38,764.995151	0
699	2.106315	2.486776	1.0972	86.787515	90.570099	3.782584	5.690292	1.180629	63,308.498991	0
981	3.235836	7.454698	4.277397	73.299392	80.962784	7.663391	14.967931	2.303793	79,424.49078	1
833	3.758835	6.281994	1.660214	76.560451	70.938112	-5.622339	11.701043	1.671261	59,091.447238	0
919	2.726379	14.715238	2.298589	75.610175	87.730004	12.119829	19.740206	5.397356	80,623.873814	1
801	3.707931	8.233514	2.483217	75.775911	81.361103	5.585192	14.424662	2.220514	65,170.243631	1
696	4.103563	6.618358	1.740116	77.589843	67.575875	-10.013968	12.462037	1.612832	47,032.809202	1
1,266	5.377554	5.537528	1.029143	77.857636	85.885943	8.028307	11.944225	1.029748	108,731.603939	1
1,409	2.781202	7.002047	2.945533	84.636721	81.159766	-3.476955	12.728782	2.517634	114,354.110125	1