Datasets:

abhisekbasu
/

predictive-maintenance-engine

Engine_RPM int64	Lub_Oil_Pressure float64	Fuel_Pressure float64	Coolant_Pressure float64	Lub_Oil_Temperature float64	Coolant_Temperature float64	Pressure_Index float64	Thermal_Index float64	Pressure_Temp_Ratio float64	RPM_Pressure_Ratio float64	Thermal_Deviation float64	Engine_Condition int64
496	4.70624	1.832565	1.569321	2.081148	70.542095	8.108126	72.623242	0.111646	270.658857	68.460947	0
836	3.960027	1.779779	1.548702	2.07912	84.098307	7.288508	86.177428	0.084576	469.721232	82.019187	1
623	3.055244	2.350862	1.126463	2.08686	72.927688	6.532569	75.014548	0.087084	265.009181	70.840828	0
675	2.785797	1.86624	0.974491	2.082294	82.907453	5.626528	84.989746	0.066202	361.689803	80.825159	1
1,412	2.816022	1.60972	1.072105	2.105645	71.176927	5.497846	73.282572	0.075023	877.171263	69.071282	1
414	3.928896	1.699094	1.008094	2.079332	80.171776	6.636084	82.251108	0.080681	243.659206	78.092444	1
1,041	2.618464	1.950396	1.491584	2.083787	74.213489	6.060444	76.297276	0.079432	533.73775	72.129702	1
975	5.964635	1.609728	1.241551	2.098426	80.231235	8.815914	82.329661	0.107081	605.692421	78.132809	0
1,158	2.653552	1.784415	0.754531	2.086362	82.821523	5.192498	84.907885	0.061154	648.952003	80.735161	0
1,357	4.045931	2.109862	1.039493	2.091477	87.120363	7.195285	89.211839	0.080654	643.170145	85.028886	1
767	3.675062	2.028582	1.175702	2.087968	71.871107	6.879346	73.959074	0.093016	378.096584	69.783139	0
1,179	3.308127	1.968924	0.552033	2.083175	71.430854	5.829084	73.51403	0.079292	598.804208	69.347679	0
956	3.720926	1.800084	1.712283	2.091212	75.350544	7.233293	77.441757	0.093403	531.086188	73.259332	1
1,057	2.23783	1.891848	1.25424	2.079549	76.760059	5.383919	78.839608	0.06829	558.713009	74.68051	0
854	5.325312	1.607873	1.811403	2.101801	82.209094	8.744588	84.310895	0.103718	531.136348	80.107294	0
855	3.087465	1.819857	1.250807	2.113909	81.372706	6.158129	83.486615	0.073762	469.817154	79.258797	0
1,096	2.480399	1.816448	0.548017	2.108013	78.015959	4.844864	80.123972	0.060467	603.375351	75.907946	1
434	4.442973	2.090696	0.925952	2.082995	83.188313	7.45962	85.271308	0.087481	207.586397	81.105317	1
822	3.310684	1.891248	1.117988	2.089877	78.117307	6.31992	80.207184	0.078795	434.63365	76.02743	1
569	3.736063	1.906447	1.054379	2.08648	79.451863	6.696889	81.538343	0.082132	298.461034	77.365383	1
952	2.40655	2.130448	0.893288	2.081612	78.452812	5.430286	80.534424	0.067428	446.854436	76.3712	1
973	2.349488	1.904415	1.467908	2.092796	77.506734	5.721811	79.59953	0.071882	510.918082	75.413938	1
554	3.396276	2.423944	1.098523	2.085876	83.106267	6.918743	85.192143	0.081213	228.553167	81.020391	1
811	4.851543	1.530848	0.564238	2.084311	82.374601	6.946628	84.458913	0.082249	529.771809	80.29029	1
540	3.081387	1.681811	0.684509	2.08547	79.320499	5.447706	81.405968	0.06692	321.082475	77.235029	1
778	3.538907	1.82591	1.005994	2.077374	73.385308	6.370811	75.462682	0.084423	426.08886	71.307934	1
563	2.217112	1.950877	1.287566	2.092143	77.731044	5.455555	79.823187	0.068345	288.588156	75.638901	1
1,033	2.036132	1.780383	1.174096	2.083968	69.710272	4.990611	71.794239	0.069513	580.212242	67.626304	1
804	4.57266	1.944831	0.930256	2.087432	79.80514	7.447748	81.892572	0.090945	413.403429	77.717707	1
369	2.746007	2.07811	1.040444	2.08783	75.697478	5.864561	77.785307	0.075394	177.565186	73.609648	1
798	5.789154	2.044834	1.036516	2.089114	79.906577	8.870505	81.995691	0.108183	390.251638	77.817463	1
437	3.900054	2.045727	1.332414	2.090348	78.002771	7.278195	80.093119	0.090872	213.616039	75.912424	0
1,221	4.42086	1.929798	1.825298	2.086618	90.006726	8.175957	92.093344	0.088779	632.708698	87.920108	1
946	2.33791	1.92843	1.961126	2.090491	81.372531	6.227466	83.463022	0.074613	490.554601	79.28204	0
654	2.126811	1.952831	1.369268	2.082467	85.561782	5.44891	87.644249	0.062171	334.898344	83.479315	0
800	3.40304	1.803437	1.230678	2.083736	75.29601	6.437155	77.379746	0.083189	443.597479	73.212274	1
1,388	2.991451	1.663396	0.901631	2.08998	82.120037	5.556478	84.210017	0.065984	834.437535	80.030058	1
576	4.796219	2.231644	1.443385	2.106334	90.11711	8.471248	92.223444	0.091856	258.105654	88.010775	1
1,307	3.771457	1.375032	1.045551	2.089911	81.623514	6.19204	83.713424	0.073967	950.523277	79.533603	0
663	4.798853	2.115353	1.212925	2.082395	70.386828	8.12713	72.469223	0.112146	313.422934	68.304433	1
582	1.305755	1.826401	1.290085	2.083977	75.580952	4.422242	77.664929	0.05694	318.659405	73.496975	1
1,145	4.436745	1.900121	1.377733	2.078056	71.002669	7.714598	73.080725	0.105563	602.593303	68.924613	0
673	1.826226	2.282315	0.806423	2.085315	83.423228	4.914964	85.508542	0.057479	294.87603	81.337913	0
469	2.244983	2.082001	0.548017	2.087015	86.219173	4.875001	88.306187	0.055206	225.264075	84.132158	1
739	2.464748	2.218382	1.322463	2.080082	87.950844	6.005593	90.030926	0.066706	333.125667	85.870763	0
1,240	4.557669	1.752583	0.908774	2.088624	75.294501	7.219026	77.383124	0.093289	707.52715	73.205877	1
529	2.591552	2.126303	1.204204	2.086128	76.083761	5.922059	78.169889	0.075759	248.78859	73.997633	1
835	3.516408	1.548414	0.858554	2.121997	73.337822	5.923375	75.459819	0.078497	539.261563	71.215826	1
848	2.474463	1.894494	1.449251	2.085282	77.660874	5.818208	79.746157	0.072959	447.612937	75.575592	0
754	2.931881	1.826257	0.727586	2.090986	81.21399	5.485723	83.304976	0.065851	412.866387	79.123004	1
510	4.64128	1.598575	1.049132	2.090374	74.074583	7.288987	76.164957	0.0957	319.034183	71.984209	0
450	0.858308	1.631581	0.667826	2.080627	72.889809	3.157715	74.970436	0.042119	275.806064	70.809182	1
658	3.201742	1.961252	0.942984	2.083134	69.755396	6.105978	71.838529	0.084996	335.50004	67.672262	1
529	3.215984	1.867096	1.162148	2.091211	75.39119	6.245228	77.482401	0.080602	283.327707	73.299979	1
1,799	2.776676	2.10764	1.042007	2.11752	78.951378	5.926323	81.068898	0.073102	853.561369	76.833859	1
84	3.830491	1.776162	0.723494	2.083014	77.407978	6.330147	79.490991	0.079634	47.29298	75.324964	1
798	1.988798	1.381958	0.859739	2.088204	76.034316	4.230495	78.12252	0.054152	577.441593	73.946112	0
1,083	4.86708	1.789234	1.251734	2.10184	81.064302	7.908048	83.166142	0.095087	605.287008	78.962462	0
633	2.211679	2.165126	1.176894	2.085191	81.733805	5.553699	83.818996	0.066258	292.361689	79.648614	0
918	2.981941	2.505162	1.314899	2.084783	91.783063	6.802002	93.867846	0.072464	366.443413	89.69828	1
668	2.54182	1.815717	1.4145	2.082597	70.381397	5.772037	72.463994	0.079654	367.898781	68.2988	1
488	0.858308	2.218168	0.917587	2.084649	77.308195	3.994063	79.392844	0.050308	220.001402	75.223546	1
813	4.485257	2.262291	0.981364	2.084858	77.237554	7.728912	79.322412	0.097437	359.37026	75.152696	1
413	3.492244	1.973291	1.018629	2.102465	78.464299	6.484165	80.566764	0.080482	209.295059	76.361834	1
1,185	3.76483	2.457363	1.178521	2.091794	75.174314	7.400715	77.266107	0.095782	482.224152	73.08252	0
1,057	2.054571	2.064918	0.955047	2.086095	87.627446	5.074536	89.713541	0.056564	511.884725	85.541351	1
643	2.625858	2.246182	1.36342	2.107224	68.859504	6.23546	70.966728	0.087865	286.263478	66.752281	0
659	4.495829	1.942903	1.926666	2.087149	83.497599	8.365399	85.584749	0.097744	339.183117	81.41045	1
429	3.378734	1.516826	1.306311	2.090192	91.783063	6.201871	93.873255	0.066066	282.827509	89.692871	0
1,087	4.294721	1.452282	1.12709	2.111023	75.427291	6.874093	77.538314	0.088654	748.47705	73.316269	0
671	4.183711	2.096406	1.328902	2.087848	79.178336	7.609019	81.266184	0.093631	320.071664	77.090488	1
743	2.983045	2.551846	0.995305	2.085014	85.180514	6.530196	87.265528	0.074831	291.161761	83.0955	1
744	2.740729	1.782548	0.830444	2.08855	90.163324	5.353721	92.251874	0.058034	417.38004	88.074774	1
809	4.050245	2.173096	1.206936	2.089689	75.283887	7.430277	77.373576	0.096031	372.279908	73.194198	1
902	4.200947	2.742669	1.153638	2.084708	78.116536	8.097255	80.201245	0.100962	328.876667	76.031828	0
555	2.756869	1.371674	1.126494	2.090908	83.436028	5.255038	85.526936	0.061443	404.615039	81.345119	1
706	3.322614	2.030017	1.155434	2.082508	69.857252	6.508065	71.939759	0.090465	347.780306	67.774744	1
634	4.144614	2.290437	1.083167	2.078008	80.937101	7.518217	83.015109	0.090564	276.803124	78.859092	1
665	3.020798	2.189534	1.333398	2.087117	76.395635	6.54373	78.482752	0.083378	303.717563	74.308518	1
913	2.577537	1.819466	1.126698	2.10513	86.055655	5.523702	88.160785	0.062655	501.795699	83.950526	0
1,212	1.723152	1.835208	1.665774	2.097417	82.462033	5.224134	84.55945	0.061781	660.415617	80.364616	0
1,300	2.21935	2.244244	0.948052	2.098763	74.473407	5.411647	76.57217	0.070674	579.259569	72.374644	0
621	3.251042	1.84548	1.2851	2.090883	71.337673	6.381622	73.428556	0.086909	336.497882	69.24679	0
808	3.077382	1.522182	1.924648	2.105473	74.732234	6.524213	76.837707	0.084909	530.816894	72.626762	1
1,258	3.265263	2.505314	0.911303	2.086788	71.705021	6.681879	73.791808	0.09055	502.132747	69.618233	1
1,267	4.119743	2.225655	1.129988	2.07989	76.781918	7.475386	78.861808	0.094791	569.270686	74.702028	0
868	2.525346	1.664939	0.954356	2.084619	82.910354	5.144641	84.994973	0.060529	521.340268	80.825735	1
1,024	2.194611	1.769237	0.548017	2.089638	83.93496	4.511865	86.024597	0.052449	578.780431	81.845322	0
1,036	2.161426	1.963641	1.149892	2.084168	77.318644	5.274959	79.402812	0.066433	527.591287	75.234476	0
656	4.151634	1.986946	1.42978	2.082843	68.317647	7.568361	70.40049	0.107504	330.154862	66.234804	1
823	2.377631	1.28212	1.091235	2.074992	76.898773	4.750987	78.973765	0.060159	641.905518	74.82378	1
524	1.441212	2.056422	1.024735	2.088094	73.978998	4.522369	76.067092	0.059452	254.811473	71.890905	0
699	2.106315	1.248978	0.740603	2.115401	90.570099	4.095896	92.685499	0.044191	559.657724	88.454698	0
981	3.235836	2.134722	1.663433	2.075597	80.962784	7.033992	83.038381	0.084708	459.544559	78.887187	1
833	3.758835	1.985405	0.978407	2.085919	70.938112	6.722646	73.024031	0.092061	419.561804	68.852193	0
919	2.726379	2.754631	1.193495	2.082962	87.730004	6.674505	89.812966	0.074316	333.620024	85.647042	1
801	3.707931	2.22284	1.247956	2.08348	81.361103	7.178727	83.444584	0.08603	360.349879	79.277623	1
696	4.103563	2.030561	1.008	2.089077	67.575875	7.142124	69.664952	0.102521	342.762441	65.486798	1
1,266	5.377554	1.877559	0.707614	2.089891	85.885943	7.962726	87.975834	0.09051	674.279722	83.796052	1
1,409	2.781202	2.079697	1.372584	2.109529	81.159766	6.233483	83.269295	0.074859	677.502403	79.050237	1

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