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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	TWF int64	OSF int64	RNF int64
3,601	L50780	L	301.7	310.5	1,523	34.7	181	0	0	0	0
3,602	L50781	L	301.7	310.5	1,377	43.1	183	0	0	0	0
3,603	M18462	M	301.7	310.6	1,417	45.2	185	0	0	0	0
3,604	L50783	L	301.7	310.7	1,542	40	188	0	0	0	0
3,605	L50784	L	301.8	310.8	1,557	33.3	190	0	0	0	0
3,606	L50785	L	301.7	310.7	1,641	31.9	192	0	0	0	0
3,607	L50786	L	301.7	310.7	1,318	55	194	0	0	0	0
3,608	L50787	L	301.6	310.7	1,638	33.8	196	0	0	0	0
3,609	M18468	M	301.7	310.8	1,954	21.6	198	0	0	0	0
3,610	M18469	M	301.7	310.9	1,644	32.5	201	0	0	0	0
3,611	M18470	M	301.7	310.8	1,594	32.4	204	0	0	0	0
3,612	L50791	L	301.7	310.9	1,405	46.4	207	1	1	0	1
3,613	L50792	L	301.7	310.8	1,622	37.8	0	0	0	0	0
3,614	L50793	L	301.7	310.9	1,557	39.4	2	0	0	0	0
3,615	L50794	L	301.8	311	1,606	33.3	4	0	0	0	0
3,616	M18475	M	301.8	311.1	1,647	31.6	6	0	0	0	0
3,617	M18476	M	301.8	311.1	1,413	42.2	9	0	0	0	0
3,618	L50797	L	301.8	311	1,529	41.6	12	0	0	0	0
3,619	L50798	L	301.9	311.1	1,448	46.3	14	0	0	0	0
3,620	L50799	L	301.9	311.2	1,435	44.2	16	0	0	0	0
3,621	H33034	H	301.9	311.2	1,474	41.8	18	0	0	0	0
3,622	L50801	L	301.9	311.2	1,657	29.1	23	0	0	0	0
3,623	L50802	L	302	311.3	1,509	39.9	25	0	0	0	0
3,624	M18483	M	302	311.3	1,530	36.4	27	0	0	0	0
3,625	M18484	M	302	311.4	1,587	35.9	30	0	0	0	0
3,626	M18485	M	302.1	311.4	1,467	43.4	33	0	0	0	0
3,627	M18486	M	302.2	311.5	1,360	53	36	0	0	0	0
3,628	L50807	L	302.2	311.5	1,588	30.6	39	0	0	0	0
3,629	L50808	L	302.2	311.4	1,609	32.1	41	0	0	0	0
3,630	L50809	L	302.1	311.3	1,415	44.1	43	0	0	0	0
3,631	L50810	L	302	311.2	1,845	27.3	45	0	0	0	0
3,632	M18491	M	302.1	311.4	1,419	36.2	47	0	0	0	0
3,633	L50812	L	302.1	311.3	1,634	30.6	50	0	0	0	0
3,634	M18493	M	302.2	311.3	1,521	40.6	52	0	0	0	0
3,635	L50814	L	302.2	311.4	1,499	37.7	55	0	0	0	0
3,636	M18495	M	302.1	311.2	1,616	35.1	57	0	0	0	0
3,637	L50816	L	302.2	311.4	1,449	46.5	60	0	0	0	0
3,638	M18497	M	302.2	311.4	1,626	31.6	62	0	0	0	0
3,639	M18498	M	302.3	311.5	1,445	44.8	65	0	0	0	0
3,640	L50819	L	302.4	311.6	1,622	35	68	0	0	0	0
3,641	H33054	H	302.4	311.6	1,544	39.1	70	0	0	0	0
3,642	L50821	L	302.3	311.6	1,488	41.8	75	0	0	0	0
3,643	L50822	L	302.3	311.6	1,309	57.6	77	0	0	0	0
3,644	L50823	L	302.3	311.6	1,784	26.4	79	0	0	0	0
3,645	L50824	L	302.2	311.5	1,548	32.4	81	0	0	0	0
3,646	L50825	L	302.2	311.5	1,413	43.5	83	0	0	0	0
3,647	M18506	M	302.2	311.5	1,863	25.7	85	0	0	0	0
3,648	L50827	L	302.2	311.5	1,427	43.8	88	0	0	0	0
3,649	M18508	M	302.2	311.5	1,443	47	90	0	0	0	0
3,650	L50829	L	302.2	311.5	1,481	40.4	93	0	0	0	0
3,651	L50830	L	302.1	311.4	1,446	39.7	95	0	0	0	0
3,652	L50831	L	302.1	311.5	1,444	44.9	97	0	0	0	0
3,653	M18512	M	302.1	311.5	1,341	50.8	99	0	0	0	0
3,654	L50833	L	302.1	311.4	1,518	37.4	102	0	0	0	0
3,655	L50834	L	302.1	311.4	1,603	35.9	104	0	0	0	0
3,656	L50835	L	302.1	311.4	1,686	30.9	106	0	0	0	0
3,657	M18516	M	302.1	311.5	1,383	53.6	108	0	0	0	0
3,658	L50837	L	302.1	311.5	1,477	45.4	111	0	0	0	0
3,659	M18518	M	302.2	311.5	1,449	44.5	113	0	0	0	0
3,660	M18519	M	302.2	311.5	1,734	25	116	0	0	0	0
3,661	L50840	L	302.3	311.6	1,398	49.1	119	0	0	0	0
3,662	M18521	M	302.3	311.7	1,639	36.6	121	0	0	0	0
3,663	M18522	M	302.3	311.7	1,517	37.6	124	0	0	0	0
3,664	M18523	M	302.3	311.7	1,442	41.7	127	0	0	0	0
3,665	M18524	M	302.3	311.7	1,685	30.8	130	0	0	0	0
3,666	M18525	M	302.4	311.8	1,358	50.6	133	0	0	0	0
3,667	M18526	M	302.3	311.6	1,608	39.9	136	0	0	0	0
3,668	L50847	L	302.3	311.6	1,665	34.3	139	0	0	0	0
3,669	L50848	L	302.3	311.7	1,510	38.7	141	0	0	0	0
3,670	L50849	L	302.4	311.8	1,465	40.2	143	0	0	0	0
3,671	L50850	L	302.3	311.7	1,701	27.5	145	0	0	0	0
3,672	M18531	M	302.3	311.7	1,486	39.6	147	0	0	0	0
3,673	L50852	L	302.3	311.6	1,658	32.3	150	0	0	0	0
3,674	H33087	H	302.3	311.7	1,449	44.5	152	0	0	0	0
3,675	L50854	L	302.2	311.5	1,346	52.4	157	0	0	0	0
3,676	M18535	M	302.1	311.5	1,866	23.1	159	0	0	0	0
3,677	M18536	M	302.2	311.5	1,562	38	162	0	0	0	0
3,678	M18537	M	302.3	311.7	1,368	53.6	165	0	0	0	0
3,679	L50858	L	302.2	311.5	1,567	33.1	168	0	0	0	0
3,680	L50859	L	302.2	311.5	1,725	34	170	0	0	0	0
3,681	L50860	L	302.2	311.5	1,744	31.2	172	0	0	0	0
3,682	M18541	M	302.1	311.3	1,453	45.1	174	0	0	0	0
3,683	L50862	L	302.1	311.2	1,550	34.8	177	0	0	0	0
3,684	M18543	M	302	311.2	1,558	39.1	179	0	0	0	0
3,685	L50864	L	302	311.2	1,270	65.3	182	1	0	1	0
3,686	M18545	M	301.9	311.1	1,380	51.6	184	0	0	0	0
3,687	L50866	L	302	311.1	1,406	50.5	187	0	0	0	0
3,688	M18547	M	302	311.2	1,625	30.7	189	0	0	0	0
3,689	L50868	L	302	311.2	1,420	45.8	192	0	0	0	0
3,690	L50869	L	302.1	311.4	1,889	22.7	194	0	0	0	0
3,691	L50870	L	302.1	311.3	1,477	43.6	196	0	0	0	0
3,692	L50871	L	302.1	311.2	1,460	46.9	198	0	0	0	0
3,693	L50872	L	302.1	311.3	1,758	24.4	200	0	0	0	0
3,694	L50873	L	302.1	311.3	1,521	31.5	202	0	0	0	0
3,695	M18554	M	302.1	311.3	1,511	45	204	0	0	0	0
3,696	L50875	L	302.2	311.3	1,530	37.3	207	1	1	0	0
3,697	L50876	L	302.1	311.2	1,454	46.8	0	0	0	0	0
3,698	L50877	L	302.2	311.2	1,928	23.1	2	0	0	0	0
3,699	H33112	H	302.2	311.3	1,758	26.4	4	0	0	0	0
3,700	L50879	L	302.2	311.2	1,649	33.2	9	0	0	0	0

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