Split (1)

train · 10k rows

UDI int64	Product ID string	Type string	Air temperature [K] float64	Process temperature [K] float64	Rotational speed [rpm] int64	Torque [Nm] float64	Tool wear [min] int64	Machine failure int64	PWF int64	OSF int64	RNF int64
6,901	L54080	L	301	311.7	1,670	31.3	150	0	0	0	0
6,902	L54081	L	301	311.7	1,547	34.5	152	0	0	0	0
6,903	L54082	L	301	311.6	1,461	40.6	154	0	0	0	0
6,904	M21763	M	301	311.6	1,609	35.8	156	0	0	0	0
6,905	M21764	M	300.9	311.5	1,704	31.3	159	0	0	0	0
6,906	M21765	M	301	311.5	1,550	34.9	162	0	0	0	0
6,907	M21766	M	301	311.5	1,530	43.9	165	0	0	0	0
6,908	L54087	L	300.9	311.3	1,449	40.2	168	0	0	0	0
6,909	L54088	L	300.9	311.3	1,613	32.7	170	0	0	0	0
6,910	L54089	L	300.8	311.2	1,376	48.1	172	0	0	0	0
6,911	L54090	L	300.8	311.2	1,434	45.6	174	0	0	0	0
6,912	L54091	L	300.8	311.1	1,480	41.1	176	0	0	0	0
6,913	M21772	M	300.8	311.2	1,634	31.9	178	0	0	0	0
6,914	L54093	L	300.8	311.2	1,481	38.5	181	0	0	0	1
6,915	H36328	H	300.9	311.3	1,668	28.9	183	0	0	0	0
6,916	L54095	L	301	311.4	1,484	36.2	188	0	0	0	0
6,917	M21776	M	300.9	311.3	1,603	31.8	190	0	0	0	0
6,918	L54097	L	301	311.4	1,481	37.5	193	0	0	0	0
6,919	L54098	L	301	311.5	1,559	31.8	195	0	0	0	0
6,920	L54099	L	301	311.5	1,444	39.8	197	0	0	0	0
6,921	M21780	M	301.2	311.6	1,423	48	199	0	0	0	0
6,922	L54101	L	301.1	311.6	1,432	48.1	202	0	0	0	0
6,923	L54102	L	301.2	311.7	1,463	48.3	204	0	0	0	0
6,924	L54103	L	301.2	311.7	1,433	49.3	206	0	0	0	0
6,925	L54104	L	301.2	311.6	1,461	52.9	208	1	0	1	0
6,926	M21785	M	301.1	311.6	1,266	55.5	210	0	0	0	0
6,927	H36340	H	301.1	311.6	1,417	53.4	0	0	0	0	0
6,928	L54107	L	301.1	311.6	1,488	43.4	5	0	0	0	0
6,929	L54108	L	301.1	311.7	1,816	24.5	7	0	0	0	0
6,930	M21789	M	301	311.6	1,301	55	9	0	0	0	0
6,931	M21790	M	300.9	311.5	1,836	21.8	12	0	0	0	0
6,932	M21791	M	300.8	311.4	1,521	39.9	15	0	0	0	0
6,933	L54112	L	300.8	311.4	1,322	67.2	18	1	1	0	0
6,934	L54113	L	300.8	311.4	1,492	40.6	20	0	0	0	0
6,935	L54114	L	300.8	311.4	1,536	40.9	22	0	0	0	0
6,936	L54115	L	300.7	311.2	1,878	24.3	24	0	0	0	0
6,937	L54116	L	300.6	311.1	1,471	40.7	26	0	0	0	0
6,938	H36351	H	300.6	311.1	1,452	40.2	28	0	0	0	0
6,939	L54118	L	300.7	311.2	1,452	44.4	33	0	0	0	0
6,940	M21799	M	300.7	311.3	1,348	53	35	0	0	0	0
6,941	H36354	H	300.8	311.4	1,453	44.6	38	0	0	0	0
6,942	L54121	L	300.8	311.4	1,316	57.6	43	0	0	0	0
6,943	M21802	M	300.8	311.4	1,732	26.9	45	0	0	0	0
6,944	L54123	L	300.7	311.3	1,522	35.2	48	0	0	0	0
6,945	M21804	M	300.7	311.3	1,487	39.8	50	0	0	0	0
6,946	M21805	M	300.8	311.4	1,852	22.2	53	0	0	0	0
6,947	L54126	L	300.7	311.2	1,486	46.8	56	0	0	0	0
6,948	M21807	M	300.7	311.3	1,562	37.1	58	0	0	0	0
6,949	L54128	L	300.7	311.2	1,457	51.4	61	0	0	0	0
6,950	M21809	M	300.7	311.2	1,769	26.5	63	0	0	0	0
6,951	H36364	H	300.7	311.3	1,374	53.1	66	0	0	0	0
6,952	L54131	L	300.8	311.3	1,524	43.5	71	0	0	0	0
6,953	L54132	L	300.8	311.3	1,498	40.2	73	0	0	0	0
6,954	L54133	L	300.8	311.3	1,462	41.4	75	0	0	0	0
6,955	M21814	M	300.8	311.2	1,429	52.3	77	0	0	0	0
6,956	L54135	L	300.7	311.2	1,399	47.9	80	0	0	0	0
6,957	M21816	M	300.8	311.2	1,434	39.1	82	0	0	0	0
6,958	L54137	L	300.7	311.1	1,324	52.2	85	0	0	0	0
6,959	L54138	L	300.6	311	1,563	40.7	87	0	0	0	0
6,960	L54139	L	300.6	311	1,543	34.7	89	0	0	0	0
6,961	L54140	L	300.7	311	1,413	52	91	0	0	0	1
6,962	M21821	M	300.7	311	1,378	41.2	93	0	0	0	0
6,963	M21822	M	300.7	311.1	1,373	49.9	96	0	0	0	0
6,964	H36377	H	300.7	311	1,981	19.9	99	0	0	0	0
6,965	M21824	M	300.7	311	1,263	52.3	104	0	0	0	0
6,966	L54145	L	300.7	311	1,312	52.1	107	0	0	0	0
6,967	L54146	L	300.7	311	1,969	20.7	109	0	0	0	0
6,968	M21827	M	300.8	311.2	1,365	51.7	111	0	0	0	0
6,969	L54148	L	300.9	311.2	1,789	25.5	114	0	0	0	0
6,970	M21829	M	300.8	311.1	1,583	32.1	116	0	0	0	0
6,971	L54150	L	300.7	311	1,436	44.9	119	0	0	0	0
6,972	M21831	M	300.7	311	1,559	42.8	121	0	0	0	0
6,973	L54152	L	300.7	311	1,377	49.9	124	0	0	0	0
6,974	L54153	L	300.7	311	1,462	41.9	126	0	0	0	0
6,975	L54154	L	300.7	311	1,318	48.2	128	0	0	0	0
6,976	M21835	M	300.7	311	1,378	51.6	130	0	0	0	0
6,977	L54156	L	300.6	310.9	1,344	46.7	133	0	0	0	0
6,978	L54157	L	300.7	311.1	2,377	14.3	135	0	0	0	0
6,979	L54158	L	300.7	311.1	1,427	50.3	137	0	0	0	0
6,980	L54159	L	300.9	311.2	1,353	60.4	139	0	0	0	0
6,981	L54160	L	300.8	311.3	1,505	45.5	141	0	0	0	0
6,982	H36395	H	300.8	311.2	1,612	32.5	143	0	0	0	0
6,983	L54162	L	300.7	311.1	1,440	43	148	0	0	0	0
6,984	M21843	M	300.7	311	1,334	53.9	150	0	0	0	0
6,985	M21844	M	300.7	311	1,706	25	153	0	0	0	0
6,986	H36399	H	300.8	311.1	1,698	24.8	156	0	0	0	0
6,987	L54166	L	300.7	311.1	1,688	30.7	161	0	0	0	0
6,988	L54167	L	300.7	311.1	2,437	13.8	163	0	0	0	0
6,989	L54168	L	300.7	311.1	1,478	46.8	165	0	0	0	0
6,990	M21849	M	300.7	311.1	1,608	35.3	167	0	0	0	0
6,991	L54170	L	300.7	311.1	2,478	13.4	170	1	1	0	0
6,992	L54171	L	300.8	311.1	1,509	33.4	172	0	0	0	0
6,993	L54172	L	300.7	311	1,596	36.9	174	0	0	0	0
6,994	M21853	M	300.7	311	1,740	25.6	176	0	0	0	0
6,995	L54174	L	300.6	310.8	1,375	53.2	179	0	0	0	0
6,996	M21855	M	300.6	310.7	1,705	31.2	181	0	0	0	0
6,997	M21856	M	300.5	310.6	1,621	32	184	0	0	0	0
6,998	M21857	M	300.6	310.7	1,566	38.2	187	0	0	0	0
6,999	M21858	M	300.6	310.7	1,388	42.9	190	0	0	0	0
7,000	M21859	M	300.6	310.7	1,457	36.7	193	0	0	0	0

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