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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
6,101	M20960	M	300.8	310.7	1,886	21.1	44	0	0	0	0
6,102	L53281	L	300.7	310.6	1,616	29.6	47	0	0	0	0
6,103	L53282	L	300.7	310.7	1,442	43.2	49	0	0	0	0
6,104	L53283	L	300.8	310.8	1,407	45.1	51	0	0	0	0
6,105	M20964	M	300.8	310.8	1,461	41.3	53	0	0	0	0
6,106	M20965	M	300.8	310.9	1,522	46.2	56	0	0	0	0
6,107	L53286	L	300.9	311	1,432	48.1	59	0	0	0	0
6,108	L53287	L	300.9	311	1,438	49	61	0	0	0	0
6,109	M20968	M	300.8	310.9	1,678	28.1	63	0	0	0	0
6,110	M20969	M	300.8	310.9	1,514	38.7	66	0	0	0	0
6,111	L53290	L	300.7	310.8	1,534	41.3	69	0	0	0	0
6,112	M20971	M	300.7	310.8	1,486	41.2	71	0	0	0	0
6,113	L53292	L	300.7	310.8	1,925	22	74	0	0	0	0
6,114	M20973	M	300.7	310.8	1,724	30	76	0	0	0	0
6,115	M20974	M	300.8	310.8	1,549	35.5	79	0	0	0	0
6,116	L53295	L	300.8	310.9	1,457	47.7	82	0	0	0	0
6,117	L53296	L	300.8	310.9	1,453	43.9	84	0	0	0	0
6,118	L53297	L	300.8	311	1,578	44.4	86	0	0	0	0
6,119	M20978	M	300.9	311.1	1,325	61.4	88	0	0	0	0
6,120	L53299	L	300.9	311.1	1,471	39.3	91	0	0	0	0
6,121	M20980	M	300.9	311.2	1,472	40	93	0	0	0	0
6,122	L53301	L	300.9	311.1	1,457	37.4	96	0	0	0	0
6,123	L53302	L	301	311	1,402	55.3	98	0	0	0	0
6,124	L53303	L	300.9	310.9	1,477	41.5	100	0	0	0	0
6,125	M20984	M	300.9	310.9	1,727	30.1	102	0	0	0	0
6,126	L53305	L	300.9	310.9	1,995	20.2	105	0	0	0	0
6,127	L53306	L	300.9	310.9	1,370	52.5	107	0	0	0	0
6,128	L53307	L	300.9	310.9	1,228	66.4	109	0	0	0	0
6,129	L53308	L	300.9	311	1,499	38	111	0	0	0	0
6,130	M20989	M	301	311	1,508	46.9	113	0	0	0	0
6,131	L53310	L	301	310.9	1,473	44.2	116	0	0	0	0
6,132	H35545	H	301	311	1,640	37.6	118	0	0	0	0
6,133	L53312	L	301.1	311.1	1,429	42.5	123	0	0	0	0
6,134	L53313	L	301.1	311.1	1,470	40.9	125	0	0	0	0
6,135	L53314	L	301	311	1,581	37	127	0	0	0	0
6,136	L53315	L	301	310.9	1,740	28.9	129	0	0	0	0
6,137	H35550	H	300.9	310.8	1,390	40.6	131	0	0	0	0
6,138	M20997	M	300.9	310.8	1,988	19.7	136	0	0	0	0
6,139	M20998	M	300.8	310.7	1,452	43	139	0	0	0	0
6,140	L53319	L	300.8	310.7	1,586	33.4	142	0	0	0	0
6,141	L53320	L	300.8	310.7	1,589	34.3	144	0	0	0	0
6,142	L53321	L	300.8	310.8	1,486	45.7	146	0	0	0	0
6,143	L53322	L	300.9	310.9	1,755	27.9	148	0	0	0	0
6,144	M21003	M	301	310.9	1,575	34.6	150	0	0	0	0
6,145	M21004	M	301.1	311.1	1,615	37.7	153	0	0	0	0
6,146	M21005	M	301.1	311.1	1,436	41.8	156	0	0	0	0
6,147	M21006	M	301.1	311.1	1,470	40.6	159	0	0	0	0
6,148	M21007	M	301.1	311.1	2,089	19.8	162	0	0	0	0
6,149	L53328	L	301.1	311.2	1,564	37	165	0	0	0	0
6,150	M21009	M	301	311.1	1,420	47.4	167	0	0	0	0
6,151	L53330	L	301.1	311.1	1,711	29.1	170	0	0	0	0
6,152	L53331	L	301.1	311.2	1,555	35.3	172	0	0	0	0
6,153	M21012	M	301.1	311.1	1,592	35.7	174	0	0	0	0
6,154	L53333	L	301	311.1	1,236	64.4	177	1	0	0	1
6,155	M21014	M	301	310.9	1,765	24.2	179	0	0	0	0
6,156	L53335	L	301	311	1,634	31.2	182	0	0	0	0
6,157	L53336	L	301.1	311.1	1,508	41.5	184	0	0	0	0
6,158	L53337	L	301.1	311.2	1,774	29.6	186	0	0	0	0
6,159	L53338	L	301.1	311	1,677	29.1	188	0	0	0	0
6,160	L53339	L	301	311	1,399	58	190	1	0	0	1
6,161	L53340	L	301	310.9	1,570	34	192	0	0	0	0
6,162	L53341	L	301	310.9	1,479	44.3	194	0	0	0	0
6,163	L53342	L	301	310.8	1,558	34.9	196	0	0	0	0
6,164	L53343	L	300.8	310.7	1,358	48.1	198	0	0	0	0
6,165	H35578	H	300.9	310.7	1,656	30.7	200	0	0	0	0
6,166	L53345	L	300.9	310.7	1,523	35.8	205	0	0	0	0
6,167	H35580	H	300.9	310.7	1,403	40.6	207	0	0	0	0
6,168	M21027	M	300.9	310.7	1,362	51.6	212	0	0	0	0
6,169	M21028	M	300.7	310.6	1,778	27.1	215	0	0	0	0
6,170	L53349	L	300.7	310.5	1,448	38.2	218	0	0	0	0
6,171	H35584	H	300.8	310.5	1,559	40.1	220	0	0	0	0
6,172	L53351	L	300.8	310.6	1,416	42.2	225	0	0	0	0
6,173	L53352	L	300.8	310.6	1,577	37.9	227	1	1	0	0
6,174	L53353	L	300.8	310.7	1,633	27.8	0	0	0	0	0
6,175	L53354	L	300.9	310.7	1,573	31.2	2	0	0	0	0
6,176	L53355	L	300.9	310.8	1,517	44.3	4	0	0	0	0
6,177	L53356	L	301	310.9	1,515	37.3	6	0	0	0	0
6,178	L53357	L	301	310.8	1,527	45.3	8	0	0	0	0
6,179	L53358	L	301.1	310.9	1,282	67.9	10	1	0	1	0
6,180	M21039	M	301.1	310.9	1,396	45.1	12	0	0	0	0
6,181	L53360	L	301	310.9	1,492	44.6	15	0	0	0	0
6,182	L53361	L	301	310.8	1,975	19.7	17	0	0	0	0
6,183	L53362	L	301	310.8	1,475	35.3	19	0	0	0	0
6,184	H35597	H	301	310.9	1,495	37.3	21	0	0	0	0
6,185	L53364	L	301	311	1,553	35.8	26	0	0	0	0
6,186	L53365	L	301.1	311	1,918	21.7	28	0	0	0	0
6,187	M21046	M	301.1	311	1,413	46.6	30	0	0	0	0
6,188	L53367	L	301	311	1,437	56	33	0	0	0	0
6,189	L53368	L	301	310.9	1,450	45.9	35	0	0	0	0
6,190	M21049	M	301	310.9	1,910	21.9	37	0	0	0	0
6,191	L53370	L	300.9	310.9	1,749	26.4	40	0	0	0	0
6,192	H35605	H	301	310.9	1,916	22	42	0	0	0	0
6,193	L53372	L	301	310.9	1,428	45.3	47	0	0	0	0
6,194	L53373	L	301	310.9	1,578	38.4	49	0	0	0	0
6,195	L53374	L	300.9	310.8	1,571	39.9	51	0	0	0	0
6,196	L53375	L	300.9	310.8	1,729	30.2	53	0	0	0	0
6,197	L53376	L	300.9	310.8	1,701	30.4	55	0	0	0	0
6,198	L53377	L	300.9	310.8	1,493	45.8	57	0	0	0	0
6,199	M21058	M	301	310.9	1,554	32.7	59	0	0	0	0
6,200	L53379	L	300.9	310.9	1,497	43.2	62	0	0	0	0

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