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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	PWF int64	OSF int64
1,001	L48180	L	296.3	307.1	1,654	29.6	188	0	0	0	0
1,002	L48181	L	296.3	307.1	1,662	32.9	190	0	0	0	0
1,003	L48182	L	296.3	307.2	1,646	35	192	0	0	0	0
1,004	L48183	L	296.2	307.1	1,444	46.7	194	0	0	0	0
1,005	H30418	H	296.3	307.2	1,424	42	196	0	0	0	0
1,006	L48185	L	296.2	307.2	1,382	52	201	0	0	0	0
1,007	L48186	L	296.2	307.1	1,413	53.4	203	0	0	0	0
1,008	M15867	M	296.2	307.2	1,633	31.1	0	0	0	0	0
1,009	L48188	L	296.2	307.1	1,441	41.7	3	0	0	0	0
1,010	M15869	M	296.2	307.2	1,385	44	5	0	0	0	0
1,011	M15870	M	296.2	307.2	1,552	34.8	8	0	0	0	0
1,012	M15871	M	296.2	307.3	1,451	42.8	11	0	0	0	0
1,013	M15872	M	296.1	307.1	1,433	38.5	14	0	0	0	0
1,014	M15873	M	296.1	307.2	1,619	29.7	17	0	0	0	0
1,015	L48194	L	296.2	307.2	1,445	41.8	20	0	0	0	0
1,016	L48195	L	296.2	307.2	1,356	43.6	22	0	0	0	0
1,017	M15876	M	296.3	307.2	1,319	68.3	24	1	0	1	0
1,018	L48197	L	296.3	307.2	1,637	31.6	27	0	0	0	0
1,019	L48198	L	296.3	307.2	1,291	58.6	29	0	0	0	0
1,020	L48199	L	296.3	307.3	1,398	52.7	31	0	0	0	0
1,021	L48200	L	296.3	307.3	1,372	57.7	33	0	0	0	0
1,022	M15881	M	296.3	307.2	1,454	42.5	35	0	0	0	0
1,023	L48202	L	296.2	307.2	1,515	36.5	38	0	0	0	0
1,024	L48203	L	296.2	307.3	1,881	24.3	40	0	0	0	0
1,025	L48204	L	296.2	307.3	1,711	29.9	42	0	0	0	0
1,026	L48205	L	296.2	307.3	1,475	37	44	0	0	0	0
1,027	L48206	L	296.4	307.4	1,512	36.8	46	0	0	0	0
1,028	M15887	M	296.3	307.4	1,335	50.5	48	0	0	0	0
1,029	L48208	L	296.3	307.4	1,472	39.9	51	0	0	0	0
1,030	M15889	M	296.2	307.3	1,477	35.2	53	0	0	0	0
1,031	L48210	L	296.3	307.4	1,760	28.4	56	0	0	0	0
1,032	L48211	L	296.4	307.5	1,549	36.1	58	0	0	0	0
1,033	L48212	L	296.3	307.4	1,648	34	60	0	0	0	0
1,034	H30447	H	296.4	307.5	1,556	38	62	0	0	0	0
1,035	M15894	M	296.3	307.4	1,958	19.1	67	0	0	0	0
1,036	L48215	L	296.4	307.4	1,403	48.4	70	0	0	0	0
1,037	M15896	M	296.4	307.5	1,684	31.4	72	0	0	0	0
1,038	H30451	H	296.4	307.5	1,596	35.1	75	0	0	0	0
1,039	L48218	L	296.6	307.6	1,498	41.1	80	0	0	0	0
1,040	L48219	L	296.7	307.7	1,524	36.8	82	0	0	0	0
1,041	L48220	L	296.7	307.7	1,502	43.9	84	0	0	0	0
1,042	L48221	L	296.6	307.6	1,809	25.1	86	0	0	0	0
1,043	L48222	L	296.6	307.6	1,542	37.4	88	0	0	0	0
1,044	L48223	L	296.5	307.6	1,431	45.2	90	0	0	0	0
1,045	L48224	L	296.5	307.6	1,512	43.6	92	0	0	0	0
1,046	H30459	H	296.4	307.5	1,403	52.8	94	0	0	0	0
1,047	L48226	L	296.4	307.5	1,331	47.8	99	0	0	0	0
1,048	M15907	M	296.6	307.7	1,474	52.6	101	0	0	0	0
1,049	L48228	L	296.5	307.6	1,607	33.5	104	0	0	0	0
1,050	L48229	L	296.5	307.6	1,415	44.2	106	0	0	0	0
1,051	L48230	L	296.6	307.6	1,671	28.8	108	0	0	0	0
1,052	L48231	L	296.6	307.7	1,556	37.7	110	0	0	0	0
1,053	L48232	L	296.7	307.7	1,927	23.9	112	0	0	0	0
1,054	M15913	M	296.7	307.7	1,597	32.1	114	0	0	0	0
1,055	H30468	H	296.8	307.8	1,627	30.5	117	0	0	0	0
1,056	L48235	L	296.8	307.8	1,480	39.4	122	0	0	0	0
1,057	L48236	L	296.8	307.8	1,565	39.5	124	0	0	0	0
1,058	L48237	L	296.8	307.8	1,573	36.4	126	0	0	0	0
1,059	L48238	L	296.7	307.8	1,605	31.3	128	0	0	0	0
1,060	M15919	M	296.7	307.9	1,874	21.3	130	0	0	0	0
1,061	H30474	H	296.7	307.9	1,424	53.8	133	0	0	0	0
1,062	L48241	L	296.7	307.9	1,420	50.1	138	0	0	0	0
1,063	L48242	L	296.8	307.9	1,372	49	140	0	0	0	0
1,064	M15923	M	296.8	307.8	1,664	32.8	142	0	0	0	0
1,065	M15924	M	296.8	307.9	1,409	44.3	145	0	0	0	0
1,066	L48245	L	296.8	307.9	1,718	25.2	148	0	0	0	0
1,067	M15926	M	296.9	307.8	1,544	40.3	150	0	0	0	0
1,068	L48247	L	296.9	307.8	1,466	45.7	153	0	0	0	0
1,069	L48248	L	296.8	307.8	1,394	47.7	155	0	0	0	0
1,070	M15929	M	296.9	307.8	1,840	24.6	157	0	0	0	0
1,071	M15930	M	296.9	307.8	1,477	37.2	160	0	0	0	0
1,072	L48251	L	296.9	307.8	1,425	49.1	163	0	0	0	0
1,073	M15932	M	297	307.9	1,414	46.2	165	0	0	0	0
1,074	L48253	L	297	307.8	1,414	47.5	168	0	0	0	0
1,075	L48254	L	297	307.9	1,595	31.7	170	0	0	0	0
1,076	H30489	H	296.9	307.8	1,345	54.5	172	0	0	0	0
1,077	L48256	L	296.9	307.7	1,653	35.9	177	0	0	0	0
1,078	L48257	L	296.8	307.6	1,547	36.5	179	0	0	0	0
1,079	H30492	H	296.9	307.7	1,656	30.8	181	0	0	0	0
1,080	L48259	L	297	307.7	1,731	28.5	186	0	0	0	0
1,081	L48260	L	297	307.8	1,774	28	188	0	0	0	0
1,082	L48261	L	297	307.8	1,521	40.2	190	0	0	0	0
1,083	H30496	H	297.1	307.9	1,420	39.8	192	0	0	0	0
1,084	L48263	L	297	307.8	1,683	32.3	197	0	0	0	0
1,085	M15944	M	297	307.7	1,498	47.1	199	0	0	0	0
1,086	L48265	L	297	307.8	1,385	56.4	202	1	0	0	1
1,087	L48266	L	297	307.9	1,455	49	204	0	0	0	0
1,088	H30501	H	296.9	307.8	1,549	35.8	206	1	1	0	0
1,089	M15948	M	296.9	307.8	1,392	43.9	0	0	0	0	0
1,090	M15949	M	296.9	307.7	2,008	17.5	3	0	0	0	0
1,091	L48270	L	296.9	307.7	1,464	41.4	6	0	0	0	0
1,092	L48271	L	297	307.7	1,447	46.4	8	0	0	0	0
1,093	M15952	M	296.9	307.6	1,685	32	10	0	0	0	0
1,094	M15953	M	296.8	307.5	1,443	39.2	13	0	0	0	0
1,095	L48274	L	296.9	307.5	1,354	44.4	16	0	0	0	0
1,096	L48275	L	296.9	307.5	2,721	9.3	18	1	0	1	0
1,097	L48276	L	297	307.6	1,680	35.8	20	0	0	0	0
1,098	H30511	H	296.9	307.5	1,397	48.3	22	0	0	0	0
1,099	M15958	M	296.9	307.4	1,521	37.9	27	0	0	0	0
1,100	M15959	M	296.8	307.4	1,472	43.9	30	0	0	0	0

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