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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
6,001	H35414	H	300.4	310.2	1,431	43.2	0	0	0	0	0
6,002	M20861	M	300.4	310.2	1,380	47.3	5	0	0	0	0
6,003	L53182	L	300.5	310.3	1,683	31.5	8	0	0	0	0
6,004	L53183	L	300.4	310.2	1,529	36.2	10	0	0	0	0
6,005	L53184	L	300.5	310.4	1,761	26.5	12	0	0	0	0
6,006	L53185	L	300.6	310.5	1,570	38.3	14	0	0	0	0
6,007	M20866	M	300.6	310.5	2,156	18	16	0	0	0	0
6,008	M20867	M	300.7	310.6	1,349	54.5	19	0	0	0	0
6,009	L53188	L	300.7	310.7	1,431	39.3	22	0	0	0	0
6,010	L53189	L	300.6	310.6	1,931	22	24	0	0	0	0
6,011	H35424	H	300.7	310.7	1,428	43.4	26	0	0	0	0
6,012	L53191	L	300.8	310.8	1,564	36.2	31	0	0	0	0
6,013	H35426	H	300.8	310.9	1,425	44	33	0	0	0	0
6,014	L53193	L	300.7	310.8	1,597	30.5	38	0	0	0	0
6,015	H35428	H	300.8	310.8	1,618	32.8	40	0	0	0	0
6,016	M20875	M	300.8	310.8	1,520	38	45	0	0	0	0
6,017	L53196	L	300.7	310.7	1,425	45.3	48	0	0	0	0
6,018	L53197	L	300.8	310.9	1,398	38.2	50	0	0	0	0
6,019	M20878	M	300.8	310.9	1,557	31.6	52	0	0	0	0
6,020	L53199	L	300.7	310.8	1,519	43.9	55	0	0	0	0
6,021	L53200	L	300.7	310.8	1,619	34.9	57	0	0	0	0
6,022	L53201	L	300.7	310.8	1,814	21.4	59	0	0	0	0
6,023	L53202	L	300.7	310.9	1,521	39.4	61	0	0	0	0
6,024	M20883	M	300.7	310.9	1,369	51.2	63	0	0	0	0
6,025	L53204	L	300.7	310.9	1,356	65.3	66	1	1	0	0
6,026	L53205	L	300.7	311	1,336	53.3	68	0	0	0	0
6,027	L53206	L	300.7	311	1,403	48.3	70	0	0	0	0
6,028	M20887	M	300.7	311	1,413	44.3	72	0	0	0	0
6,029	L53208	L	300.6	310.9	1,472	47.6	75	0	0	0	0
6,030	M20889	M	300.7	310.8	1,452	47.9	77	0	0	0	0
6,031	L53210	L	300.6	310.7	1,397	53.7	80	0	0	0	0
6,032	L53211	L	300.6	310.7	1,455	40.6	82	0	0	0	0
6,033	L53212	L	300.7	310.8	1,754	27.7	84	0	0	0	0
6,034	L53213	L	300.6	310.9	1,471	37.9	86	0	0	0	0
6,035	M20894	M	300.6	310.8	1,389	48.1	88	0	0	0	0
6,036	M20895	M	300.6	310.9	1,702	30.3	91	0	0	0	0
6,037	M20896	M	300.6	311	1,401	54.6	94	0	0	0	0
6,038	L53217	L	300.7	311.1	1,426	46.2	97	0	0	0	0
6,039	L53218	L	300.7	311	1,496	38.3	99	0	0	0	0
6,040	L53219	L	300.6	310.9	1,433	42.6	101	0	0	0	0
6,041	M20900	M	300.7	311.1	1,438	46.6	103	0	0	0	0
6,042	M20901	M	300.7	311	1,418	49.3	106	0	0	0	0
6,043	M20902	M	300.8	311	1,580	36.6	109	0	0	0	0
6,044	M20903	M	300.7	310.9	1,468	41.8	112	0	0	0	0
6,045	M20904	M	300.8	310.9	1,522	41.7	115	0	0	0	0
6,046	L53225	L	300.8	310.9	1,311	55.8	118	0	0	0	0
6,047	L53226	L	300.9	311	1,316	56.5	120	0	0	0	0
6,048	H35461	H	300.9	311	1,853	23.6	122	0	0	0	0
6,049	M20908	M	300.9	311	1,556	38.8	127	0	0	0	0
6,050	M20909	M	300.9	311	1,567	34.3	130	0	0	0	0
6,051	M20910	M	300.9	311.1	1,546	37.7	133	0	0	0	0
6,052	L53231	L	300.9	311	1,382	51.2	136	0	0	0	0
6,053	L53232	L	300.9	311	2,003	20.2	138	0	0	0	0
6,054	L53233	L	300.8	310.9	1,748	29.9	140	0	0	0	0
6,055	H35468	H	300.7	310.8	1,518	40.1	142	0	0	0	0
6,056	L53235	L	300.7	310.8	1,475	42	147	0	0	0	0
6,057	L53236	L	300.8	310.8	1,634	29.2	149	0	0	0	0
6,058	L53237	L	300.8	310.8	1,689	32.9	151	0	0	0	0
6,059	M20918	M	300.9	310.9	1,636	35.3	153	0	0	0	0
6,060	L53239	L	300.9	311	2,235	15.8	156	0	0	0	0
6,061	L53240	L	301	311.1	1,615	35.6	158	0	0	0	0
6,062	H35475	H	301.1	311.1	1,618	29.5	160	0	0	0	0
6,063	M20922	M	301.1	311.2	1,407	53	165	0	0	0	0
6,064	L53243	L	301.1	311.1	1,450	43.3	168	0	0	0	0
6,065	L53244	L	301.1	311.1	1,889	23.8	170	0	0	0	0
6,066	L53245	L	301	310.9	1,568	38.2	172	0	0	0	0
6,067	L53246	L	301	311	1,804	25.8	174	0	0	0	0
6,068	L53247	L	301	311	1,582	37.5	176	0	0	0	0
6,069	M20928	M	301	310.9	2,047	17.9	178	0	0	0	0
6,070	L53249	L	300.9	310.9	1,601	34	181	0	0	0	0
6,071	L53250	L	300.9	310.9	1,615	32	183	0	0	0	0
6,072	M20931	M	300.9	310.8	1,452	43.6	185	0	0	0	0
6,073	M20932	M	300.9	310.8	1,695	30.2	188	0	0	0	0
6,074	M20933	M	300.9	310.8	1,790	26.2	191	0	0	0	0
6,075	M20934	M	301	310.8	1,533	39.3	194	0	0	0	0
6,076	L53255	L	301	310.9	1,813	28.5	197	0	0	0	0
6,077	L53256	L	301	310.9	1,492	36.7	199	0	0	0	0
6,078	L53257	L	300.9	310.7	1,479	43.3	201	0	0	0	0
6,079	L53258	L	300.8	310.7	1,339	59.1	203	1	0	1	0
6,080	M20939	M	300.8	310.7	1,371	44.7	205	0	0	0	0
6,081	L53260	L	300.9	310.7	1,468	36.2	208	0	0	0	0
6,082	L53261	L	300.9	310.7	1,517	41.7	210	0	0	0	0
6,083	L53262	L	300.9	310.7	1,352	46.4	212	0	0	0	0
6,084	L53263	L	300.9	310.7	1,389	50	214	0	0	0	0
6,085	M20944	M	300.8	310.6	1,505	36.2	0	0	0	0	0
6,086	L53265	L	300.9	310.6	1,538	36.7	3	0	0	0	0
6,087	L53266	L	300.9	310.8	1,482	37	5	0	0	0	0
6,088	M20947	M	300.9	310.8	1,599	33	7	0	0	0	0
6,089	L53268	L	300.9	310.8	1,476	39	10	0	0	0	0
6,090	L53269	L	300.9	310.7	1,509	37.5	12	0	0	0	0
6,091	L53270	L	300.9	310.8	1,708	29.1	14	0	0	0	0
6,092	L53271	L	300.9	310.7	1,412	57.5	16	0	0	0	1
6,093	L53272	L	300.9	310.7	1,658	28.5	18	0	0	0	0
6,094	L53273	L	301	310.8	1,375	57.2	20	0	0	0	0
6,095	M20954	M	300.9	310.8	1,402	48.1	22	0	0	0	0
6,096	M20955	M	300.9	310.7	1,452	47.3	25	0	0	0	0
6,097	M20956	M	300.8	310.7	1,483	40.8	28	0	0	0	0
6,098	H35511	H	300.9	310.8	1,477	38.4	31	0	0	0	0
6,099	M20958	M	300.8	310.7	1,924	22.4	36	0	0	0	0
6,100	H35513	H	300.9	310.7	1,609	28.7	39	0	0	0	0

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