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	RNF int64
7,801	M22660	M	300.1	311.4	1,524	40.6	98	0	0	0	0
7,802	L54981	L	300	311.4	1,383	49.6	101	0	0	0	0
7,803	L54982	L	299.9	311.3	1,429	58.2	103	0	0	0	0
7,804	M22663	M	299.8	311.3	1,517	41.2	105	0	0	0	0
7,805	M22664	M	299.9	311.4	1,480	44.9	108	0	0	0	0
7,806	L54985	L	299.9	311.4	1,706	28.8	111	0	0	0	0
7,807	L54986	L	300	311.5	1,349	48.6	113	0	0	0	0
7,808	M22667	M	300	311.5	1,451	49	115	0	0	0	0
7,809	L54988	L	299.9	311.4	1,627	36.7	118	0	0	0	0
7,810	M22669	M	300	311.4	1,537	35.4	120	0	0	0	0
7,811	L54990	L	300.1	311.5	2,218	17	123	0	0	0	0
7,812	M22671	M	300	311.4	1,466	39	125	0	0	0	0
7,813	L54992	L	300	311.5	1,666	32	128	0	0	0	0
7,814	L54993	L	300	311.5	1,455	41.7	130	0	0	0	0
7,815	L54994	L	300	311.4	1,927	24.6	132	0	0	0	0
7,816	M22675	M	299.9	311.3	1,703	28.4	134	0	0	0	0
7,817	L54996	L	299.8	311.2	1,533	35.9	137	0	0	0	0
7,818	H37231	H	299.8	311.3	1,785	25.4	139	0	0	0	0
7,819	L54998	L	299.8	311.2	2,142	16.6	144	0	0	0	0
7,820	L54999	L	299.8	311.2	1,369	46.2	146	0	0	0	0
7,821	M22680	M	299.8	311.2	1,706	29.2	148	0	0	0	0
7,822	L55001	L	299.9	311.3	1,802	24.4	151	0	0	0	0
7,823	H37236	H	299.9	311.3	1,413	41.8	153	0	0	0	0
7,824	L55003	L	300	311.3	1,484	53.2	158	0	0	0	0
7,825	L55004	L	299.9	311.3	1,535	38.1	160	0	0	0	0
7,826	M22685	M	299.9	311.2	1,579	35.5	162	0	0	0	0
7,827	L55006	L	299.8	311.1	1,300	64.2	165	0	0	0	0
7,828	M22687	M	299.8	311.1	1,452	44.3	167	0	0	0	0
7,829	M22688	M	299.8	311.1	1,562	35.7	170	0	0	0	0
7,830	L55009	L	299.8	311.2	1,664	28.3	173	0	0	0	0
7,831	H37244	H	299.9	311.2	1,495	35.8	175	0	0	0	0
7,832	M22691	M	300	311.4	1,533	42.6	180	0	0	0	0
7,833	L55012	L	300	311.4	1,484	37	183	0	0	0	0
7,834	L55013	L	300	311.4	1,604	38.7	185	0	0	0	0
7,835	L55014	L	300	311.4	1,483	45.6	187	0	0	0	0
7,836	L55015	L	300.1	311.5	1,549	34.7	189	0	0	0	0
7,837	L55016	L	300.1	311.4	1,604	35	191	0	0	0	0
7,838	L55017	L	300.2	311.5	1,685	31	193	0	0	0	0
7,839	L55018	L	300.2	311.6	1,372	49.2	195	0	0	0	0
7,840	L55019	L	300.3	311.6	1,374	47.4	197	0	0	0	0
7,841	L55020	L	300.2	311.6	1,606	31	199	0	0	0	0
7,842	L55021	L	300.1	311.5	1,471	47.2	201	0	0	0	0
7,843	L55022	L	300.1	311.5	1,659	31.1	203	0	0	0	0
7,844	M22703	M	300.1	311.7	1,400	48.5	205	0	0	0	0
7,845	L55024	L	300.1	311.7	1,503	42.6	208	0	0	0	0
7,846	L55025	L	300.2	311.8	1,798	23.2	210	0	0	0	0
7,847	M22706	M	300.2	311.6	1,608	35	212	0	0	0	0
7,848	L55027	L	300.2	311.6	1,322	50.9	215	0	0	0	0
7,849	H37262	H	300.2	311.6	1,547	37.7	217	0	0	0	0
7,850	M22709	M	300.3	311.7	1,374	47.9	222	1	1	0	0
7,851	M22710	M	300.3	311.7	1,447	36.8	0	0	0	0	0
7,852	L55031	L	300.4	311.7	1,373	47.2	3	0	0	0	0
7,853	L55032	L	300.3	311.7	1,515	37.5	5	0	0	0	0
7,854	L55033	L	300.3	311.7	1,317	56.5	7	0	0	0	0
7,855	L55034	L	300.3	311.8	1,551	37.2	9	0	0	0	0
7,856	M22715	M	300.3	311.8	1,592	32.1	11	0	0	0	0
7,857	L55036	L	300.4	311.8	1,433	42.2	14	0	0	0	0
7,858	L55037	L	300.5	311.9	1,432	43.1	16	0	0	0	0
7,859	L55038	L	300.5	311.9	1,350	51.7	18	0	0	0	0
7,860	M22719	M	300.5	311.9	1,370	44.8	20	0	0	0	0
7,861	L55040	L	300.5	312	1,415	44.6	23	0	0	0	0
7,862	L55041	L	300.5	312	1,498	42.9	25	0	0	0	0
7,863	M22722	M	300.5	312	1,382	54.1	27	0	0	0	0
7,864	M22723	M	300.5	311.9	1,511	44.5	30	0	0	0	0
7,865	L55044	L	300.5	311.9	1,330	59.5	33	0	0	0	0
7,866	L55045	L	300.5	311.9	1,383	50.5	35	0	0	0	0
7,867	L55046	L	300.5	311.9	1,431	49.4	37	0	0	0	0
7,868	L55047	L	300.5	312	1,461	38.1	39	0	0	0	0
7,869	H37282	H	300.4	311.9	1,438	46.7	41	0	0	0	1
7,870	M22729	M	300.5	312	1,779	27.7	46	0	0	0	0
7,871	M22730	M	300.6	312.1	1,293	52.3	49	0	0	0	0
7,872	L55051	L	300.6	312.2	1,308	54.7	52	0	0	0	0
7,873	L55052	L	300.6	312.3	1,532	37.2	54	0	0	0	0
7,874	L55053	L	300.7	312.4	1,470	38.6	56	0	0	0	0
7,875	L55054	L	300.7	312.3	1,548	37.9	58	0	0	0	0
7,876	L55055	L	300.7	312.3	1,898	24	60	0	0	0	0
7,877	H37290	H	300.7	312.2	1,335	49	62	0	0	0	0
7,878	L55057	L	300.7	312.3	1,420	53.8	67	0	0	0	0
7,879	L55058	L	300.7	312.3	1,418	49	69	0	0	0	0
7,880	M22739	M	300.8	312.3	1,535	40.3	71	0	0	0	0
7,881	H37294	H	300.7	312.4	1,457	47.2	74	0	0	0	0
7,882	L55061	L	300.8	312.4	1,493	39.1	79	0	0	0	0
7,883	H37296	H	300.7	312.3	1,670	27.3	81	0	0	0	0
7,884	H37297	H	300.7	312.3	1,446	45.4	86	0	0	0	0
7,885	L55064	L	300.8	312.4	1,465	59.1	91	1	0	1	0
7,886	L55065	L	300.7	312.3	1,590	36.3	93	0	0	0	0
7,887	M22746	M	300.6	312.2	2,174	18.5	95	0	0	0	0
7,888	L55067	L	300.7	312.4	1,590	37.9	98	0	0	0	0
7,889	L55068	L	300.7	312.3	1,577	33.2	100	0	0	0	0
7,890	M22749	M	300.7	312.4	1,371	61.7	102	0	0	0	0
7,891	L55070	L	300.8	312.4	1,767	25.6	105	0	0	0	0
7,892	L55071	L	300.8	312.5	1,517	39.2	107	0	0	0	0
7,893	M22752	M	300.9	312.6	1,555	40.6	109	0	0	0	0
7,894	L55073	L	300.9	312.7	1,416	43.8	112	0	0	0	0
7,895	M22754	M	300.8	312.6	1,588	35.6	114	0	0	0	0
7,896	L55075	L	300.8	312.6	1,422	50	117	0	0	0	0
7,897	L55076	L	300.8	312.6	1,376	53.6	119	0	0	0	0
7,898	L55077	L	300.8	312.5	1,434	50.7	121	0	0	0	0
7,899	L55078	L	300.8	312.5	1,423	47.3	123	0	0	0	0
7,900	L55079	L	300.9	312.4	1,364	52.5	125	0	0	0	0

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