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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	PWF int64	OSF int64	RNF int64
3,001	H32414	H	300.5	309.8	1,324	72.8	159	1	1	0	0
3,002	L50181	L	300.5	309.8	1,445	43.9	164	0	0	0	0
3,003	M17862	M	300.5	309.8	1,555	38.9	166	0	0	0	0
3,004	M17863	M	300.6	309.9	1,449	42.4	169	0	0	0	0
3,005	M17864	M	300.5	309.9	1,466	53.2	172	0	0	0	0
3,006	L50185	L	300.5	309.9	1,503	37.4	175	0	0	0	0
3,007	L50186	L	300.4	309.7	1,488	35.7	177	0	0	0	0
3,008	L50187	L	300.4	309.7	1,314	50.2	179	0	0	0	0
3,009	M17868	M	300.4	309.7	1,547	38	181	0	0	0	0
3,010	M17869	M	300.4	309.7	1,466	39.8	184	0	0	0	0
3,011	L50190	L	300.3	309.6	1,537	37.1	187	0	0	0	0
3,012	M17871	M	300.2	309.5	1,434	51.5	189	0	0	0	0
3,013	L50192	L	300.4	309.6	1,432	44.7	192	0	0	0	0
3,014	L50193	L	300.5	309.6	1,390	48.4	194	0	0	0	0
3,015	L50194	L	300.5	309.7	1,580	42.8	196	0	0	0	0
3,016	L50195	L	300.5	309.7	1,589	30.5	198	0	0	0	0
3,017	L50196	L	300.5	309.8	1,441	48.8	200	0	0	0	0
3,018	L50197	L	300.5	309.8	1,305	51.7	202	0	0	0	0
3,019	M17878	M	300.5	309.8	1,566	35.9	204	0	0	0	0
3,020	L50199	L	300.5	309.8	1,379	54.2	207	1	0	1	0
3,021	L50200	L	300.4	309.6	1,543	38.1	209	0	0	0	0
3,022	L50201	L	300.5	309.8	1,421	49.6	211	0	0	0	0
3,023	L50202	L	300.5	309.6	1,760	30.6	213	0	0	0	0
3,024	L50203	L	300.4	309.5	1,711	29.2	215	0	0	0	0
3,025	L50204	L	300.5	309.6	1,465	41.6	217	0	0	0	0
3,026	L50205	L	300.5	309.6	1,366	50.2	219	0	0	0	0
3,027	M17886	M	300.4	309.5	1,888	21.9	221	0	0	0	0
3,028	L50207	L	300.5	309.5	1,777	23.6	0	0	0	0	0
3,029	L50208	L	300.5	309.5	1,379	55.6	2	0	0	0	0
3,030	L50209	L	300.4	309.5	1,525	51.3	4	0	0	0	0
3,031	M17890	M	300.4	309.6	1,563	34	6	0	0	0	0
3,032	M17891	M	300.5	309.7	1,389	43.3	9	0	0	0	0
3,033	M17892	M	300.6	309.8	1,447	42.9	12	0	0	0	0
3,034	M17893	M	300.6	309.7	1,934	22.8	15	0	0	0	0
3,035	H32448	H	300.6	309.7	1,470	43.8	18	0	0	0	0
3,036	M17895	M	300.6	309.7	1,428	42.6	23	0	0	0	0
3,037	L50216	L	300.4	309.6	1,319	48.1	26	0	0	0	0
3,038	L50217	L	300.5	309.7	1,887	24.3	28	0	0	0	0
3,039	L50218	L	300.4	309.5	1,349	50.4	30	0	0	0	0
3,040	M17899	M	300.3	309.5	1,665	31.4	32	0	0	0	0
3,041	L50220	L	300.3	309.5	1,474	38.7	35	0	0	0	0
3,042	L50221	L	300.4	309.5	1,543	38.9	37	0	0	0	0
3,043	M17902	M	300.2	309.4	1,459	43.9	39	0	0	0	0
3,044	L50223	L	300.3	309.5	1,551	37.9	42	0	0	0	0
3,045	L50224	L	300.2	309.4	1,981	21.4	44	0	0	0	0
3,046	L50225	L	300.2	309.4	1,526	35.3	46	0	0	0	0
3,047	M17906	M	300.2	309.4	1,501	40	48	0	0	0	0
3,048	L50227	L	300.2	309.4	1,558	38.3	51	0	0	0	0
3,049	L50228	L	300.2	309.3	1,532	43.2	53	0	0	0	0
3,050	L50229	L	300.1	309.2	1,326	55.9	55	0	0	0	0
3,051	L50230	L	300.2	309.2	1,431	51.3	57	0	0	0	0
3,052	L50231	L	300.2	309.3	1,366	49.3	59	0	0	0	0
3,053	L50232	L	300.1	309.2	1,421	42.5	61	0	0	0	0
3,054	H32467	H	300.2	309.3	1,506	35.6	63	0	0	0	0
3,055	H32468	H	300.2	309.3	1,342	48.7	68	0	0	0	0
3,056	L50235	L	300.1	309.2	1,427	37.6	73	0	0	0	0
3,057	L50236	L	300.2	309.2	1,667	29.9	75	0	0	0	0
3,058	L50237	L	300.1	309.1	1,400	46.7	77	0	0	0	0
3,059	L50238	L	300	309	1,709	32.1	79	0	0	0	0
3,060	M17919	M	300	309	1,368	45.8	81	0	0	0	0
3,061	L50240	L	300	309.1	1,882	23.8	84	0	0	0	0
3,062	L50241	L	300.1	309.1	1,353	58.7	86	0	0	0	0
3,063	L50242	L	299.9	309	1,553	40	88	0	0	0	0
3,064	L50243	L	300	309.1	1,431	45.4	90	0	0	0	0
3,065	M17924	M	300.1	309.1	1,731	30.4	92	0	0	0	0
3,066	M17925	M	300.1	309.2	1,687	27.7	95	0	0	0	1
3,067	M17926	M	300.1	309.2	1,457	44.3	98	0	0	0	0
3,068	L50247	L	300.1	309.2	1,533	37	101	0	0	0	0
3,069	H32482	H	300	309	1,622	31.8	103	0	0	0	0
3,070	L50249	L	300	309.1	1,791	28.2	108	0	0	0	0
3,071	L50250	L	300	309.1	1,631	28.3	110	0	0	0	0
3,072	L50251	L	300	309	2,174	16.9	112	0	0	0	0
3,073	L50252	L	300.1	309	1,314	58.2	114	0	0	0	0
3,074	L50253	L	300.1	309.1	1,478	46.9	116	0	0	0	0
3,075	L50254	L	300.1	309.2	1,783	27.3	118	0	0	0	0
3,076	M17935	M	300.1	309.2	1,385	46.1	120	0	0	0	0
3,077	L50256	L	300	309.2	1,444	43.6	123	0	0	0	0
3,078	L50257	L	300.1	309.3	1,841	23	125	0	0	0	0
3,079	M17938	M	300.1	309.4	1,349	56.2	127	0	0	0	0
3,080	L50259	L	300.1	309.3	1,340	56	130	0	0	0	0
3,081	M17940	M	299.9	309.2	1,539	43.2	132	0	0	0	0
3,082	M17941	M	300	309.3	1,932	21.8	135	0	0	0	0
3,083	M17942	M	300	309.3	1,407	43.9	138	0	0	0	0
3,084	L50263	L	300.1	309.3	1,712	28.5	141	0	0	0	0
3,085	H32498	H	300.1	309.4	1,329	55.2	143	0	0	0	0
3,086	L50265	L	300.1	309.2	1,441	42.9	148	0	0	0	0
3,087	L50266	L	300	309.2	1,610	32.1	150	0	0	0	0
3,088	M17947	M	300	309.1	1,474	45.2	152	0	0	0	0
3,089	M17948	M	300	309.1	1,624	30.8	155	0	0	0	0
3,090	H32503	H	300.1	309.3	1,520	38.2	158	0	0	0	0
3,091	H32504	H	300.1	309.3	1,448	45.8	163	0	0	0	0
3,092	L50271	L	300	309.3	1,558	29.7	168	0	0	0	0
3,093	M17952	M	300	309.3	2,293	16.3	170	0	0	0	0
3,094	L50273	L	300	309.3	1,397	51.2	173	0	0	0	0
3,095	L50274	L	300	309.3	1,972	22	175	0	0	0	0
3,096	M17955	M	299.9	309.2	1,574	36.5	177	0	0	0	0
3,097	L50276	L	299.9	309.2	1,560	38.9	180	0	0	0	0
3,098	M17957	M	299.9	309.2	1,353	49.8	182	0	0	0	0
3,099	M17958	M	299.9	309.2	1,389	51.2	185	0	0	0	0
3,100	M17959	M	299.9	309.1	1,513	43.8	188	0	0	0	0

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