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	TWF int64	PWF int64	OSF int64
9,001	L56180	L	297	307.9	1,493	46.1	173	0	0	0	0
9,002	L56181	L	297	307.8	1,500	39.9	175	0	0	0	0
9,003	L56182	L	297.1	307.8	1,477	36.6	177	0	0	0	0
9,004	L56183	L	297.1	307.9	1,342	49.1	179	0	0	0	0
9,005	M23864	M	297.1	307.8	1,538	34.3	181	0	0	0	0
9,006	L56185	L	297.2	307.9	1,337	58.1	184	0	0	0	0
9,007	L56186	L	297.3	307.9	1,417	41.8	186	0	0	0	0
9,008	L56187	L	297.4	308	1,383	46.2	188	0	0	0	0
9,009	M23868	M	297.4	308	1,440	42.4	190	0	0	0	0
9,010	L56189	L	297.3	307.9	1,579	34.4	193	0	0	0	0
9,011	L56190	L	297.2	307.9	1,441	40	195	0	0	0	0
9,012	M23871	M	297.2	307.9	1,530	35.9	197	0	0	0	0
9,013	L56192	L	297.2	308	1,705	26	200	0	0	0	0
9,014	H38427	H	297.2	308	1,435	43	202	0	0	0	0
9,015	M23874	M	297.2	308.1	1,340	61.3	207	1	0	0	1
9,016	L56195	L	297.2	308.1	1,431	49.7	210	1	0	0	0
9,017	L56196	L	297.3	308.2	1,396	52.7	212	1	0	0	1
9,018	M23877	M	297.3	308.1	1,369	52	214	0	0	0	0
9,019	L56198	L	297.3	308.1	1,615	35.4	217	1	1	0	0
9,020	L56199	L	297.2	308.1	1,662	31.3	0	0	0	0	0
9,021	L56200	L	297.3	308.2	1,553	33.5	2	0	0	0	0
9,022	M23881	M	297.4	308.2	1,536	34.6	4	0	0	0	0
9,023	L56202	L	297.4	308.3	1,548	46.6	7	0	0	0	0
9,024	L56203	L	297.4	308.3	1,706	30.9	9	0	0	0	0
9,025	L56204	L	297.4	308.3	1,366	45.5	11	0	0	0	0
9,026	L56205	L	297.5	308.4	1,440	35.9	13	0	0	0	0
9,027	M23886	M	297.5	308.4	1,685	28.1	15	0	0	0	0
9,028	M23887	M	297.4	308.3	1,444	44	18	0	0	0	0
9,029	L56208	L	297.4	308.3	1,395	48.7	21	0	0	0	0
9,030	L56209	L	297.4	308.3	1,483	38.8	23	0	0	0	0
9,031	M23890	M	297.5	308.4	1,403	44.3	25	0	0	0	0
9,032	H38445	H	297.5	308.4	1,793	23.9	28	0	0	0	0
9,033	L56212	L	297.4	308.3	1,723	28.8	33	0	0	0	0
9,034	L56213	L	297.4	308.2	1,386	41	35	0	0	0	0
9,035	H38448	H	297.4	308.2	1,585	46.2	37	0	0	0	0
9,036	M23895	M	297.3	308.1	1,731	27.7	42	0	0	0	0
9,037	L56216	L	297.3	308.3	1,519	37.7	45	0	0	0	0
9,038	L56217	L	297.3	308.2	1,896	24.4	47	0	0	0	0
9,039	L56218	L	297.3	308.3	2,358	14.9	49	0	0	0	0
9,040	M23899	M	297.3	308.3	1,341	51.9	51	0	0	0	0
9,041	L56220	L	297.3	308.3	1,550	37	54	0	0	0	0
9,042	L56221	L	297.3	308.3	1,309	61.5	56	0	0	0	0
9,043	M23902	M	297.3	308.4	1,599	32.9	58	0	0	0	0
9,044	L56223	L	297.4	308.4	1,343	40	61	0	0	0	0
9,045	L56224	L	297.4	308.4	1,378	39.9	63	0	0	0	0
9,046	L56225	L	297.4	308.4	1,603	34.6	65	0	0	0	0
9,047	L56226	L	297.4	308.4	1,664	28.1	67	0	0	0	0
9,048	L56227	L	297.3	308.4	1,488	37.4	69	0	0	0	0
9,049	M23908	M	297.3	308.4	1,370	50.5	71	0	0	0	0
9,050	L56229	L	297.3	308.5	1,545	34.3	74	0	0	0	0
9,051	M23910	M	297.4	308.5	1,566	31.4	76	0	0	0	0
9,052	L56231	L	297.4	308.6	1,820	24.6	79	0	0	0	0
9,053	M23912	M	297.4	308.6	1,901	22.1	81	0	0	0	0
9,054	M23913	M	297.4	308.5	1,638	32.2	84	0	0	0	0
9,055	M23914	M	297.3	308.4	1,521	38.2	87	0	0	0	0
9,056	H38469	H	297.3	308.4	1,864	23.1	90	0	0	0	0
9,057	L56236	L	297.3	308.3	1,430	41.9	95	0	0	0	0
9,058	M23917	M	297.3	308.4	1,686	34.5	97	0	0	0	0
9,059	M23918	M	297.2	308.3	1,326	57.2	100	0	0	0	0
9,060	L56239	L	297.2	308.3	1,805	25.6	103	0	0	0	0
9,061	H38474	H	297.2	308.3	1,453	45.8	105	0	0	0	0
9,062	M23921	M	297.2	308.4	1,863	26	110	0	0	0	0
9,063	L56242	L	297.2	308.3	1,576	35.3	113	0	0	0	0
9,064	L56243	L	297.2	308.3	1,419	39.7	115	0	0	0	0
9,065	L56244	L	297.2	308.4	1,833	25.2	117	0	0	0	0
9,066	H38479	H	297.2	308.4	2,182	17.3	119	0	0	0	0
9,067	L56246	L	297.2	308.3	1,656	30.3	124	0	0	0	0
9,068	L56247	L	297.1	308.2	1,351	56.6	126	0	0	0	0
9,069	H38482	H	297.1	308.2	1,790	30.3	128	0	0	0	0
9,070	M23929	M	297.2	308.2	1,678	28.1	133	0	0	0	0
9,071	L56250	L	297.1	308.2	1,427	45.2	136	0	0	0	0
9,072	L56251	L	297	308.1	1,429	54	138	0	0	0	0
9,073	H38486	H	297.2	308.1	1,770	27.2	140	0	0	0	0
9,074	L56253	L	297.2	308.1	1,689	31.2	145	0	0	0	0
9,075	M23934	M	297.2	308.1	1,554	41.3	147	0	0	0	0
9,076	L56255	L	297.3	308.1	1,506	36	150	0	0	0	0
9,077	L56256	L	297.2	308.1	1,474	44.3	152	0	0	0	0
9,078	L56257	L	297.3	308.1	1,762	26.1	154	0	0	0	0
9,079	L56258	L	297.3	308.1	1,566	35.7	156	0	0	0	0
9,080	H38493	H	297.3	308.1	1,554	42.4	158	0	0	0	0
9,081	L56260	L	297.2	308	1,869	25.4	163	0	0	0	0
9,082	L56261	L	297.3	308	1,527	35.1	165	0	0	0	0
9,083	L56262	L	297.2	307.9	1,309	49.6	167	0	0	0	0
9,084	M23943	M	297.2	307.9	1,541	35.7	169	0	0	0	0
9,085	L56264	L	297.2	307.9	1,326	75.4	172	1	0	1	1
9,086	H38499	H	297.1	307.9	1,365	54	174	0	0	0	0
9,087	L56266	L	297.1	307.8	1,428	43.7	179	0	0	0	0
9,088	L56267	L	297.1	307.8	1,681	27.6	181	0	0	0	0
9,089	M23948	M	297.1	307.9	1,662	26.9	183	0	0	0	0
9,090	L56269	L	297.2	307.9	1,989	20.3	186	0	0	0	0
9,091	M23950	M	297.2	307.9	1,747	29	188	0	0	0	0
9,092	M23951	M	297.2	308	1,765	31.1	191	0	0	0	0
9,093	L56272	L	297.3	308.1	1,568	34.4	194	0	0	0	0
9,094	M23953	M	297.3	308.1	1,709	30.6	196	0	0	0	0
9,095	M23954	M	297.3	308.1	1,370	58.8	199	0	0	0	0
9,096	L56275	L	297.3	308.1	1,458	45.7	202	0	0	0	0
9,097	L56276	L	297.2	308.1	1,712	30.9	204	0	0	0	0
9,098	L56277	L	297.3	308.1	1,642	36.9	206	0	0	0	0
9,099	L56278	L	297.3	308.1	1,468	49.8	0	0	0	0	0
9,100	H38513	H	297.3	308.1	1,477	52.3	2	0	0	0	0

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