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	HDF int64	PWF int64	OSF int64
4,701	L51880	L	303.5	311.7	1,620	31	141	0	0	0	0
4,702	H34115	H	303.5	311.7	1,584	32.7	143	0	0	0	0
4,703	L51882	L	303.6	311.8	1,222	66.8	148	1	1	0	0
4,704	M19563	M	303.6	311.8	1,432	42.5	150	0	0	0	0
4,705	L51884	L	303.7	311.9	1,561	33.3	153	0	0	0	0
4,706	L51885	L	303.6	311.8	1,614	33.2	155	0	0	0	0
4,707	L51886	L	303.5	311.7	1,959	22.3	157	0	0	0	0
4,708	L51887	L	303.5	311.8	1,944	23.5	159	0	0	0	0
4,709	L51888	L	303.4	311.7	1,793	25.8	161	0	0	0	0
4,710	M19569	M	303.4	311.6	1,446	50	163	0	0	0	0
4,711	L51890	L	303.4	311.7	1,673	32.2	166	0	0	0	0
4,712	M19571	M	303.4	311.7	1,515	44.2	168	0	0	0	0
4,713	L51892	L	303.4	311.8	1,564	35.9	171	0	0	0	0
4,714	L51893	L	303.5	311.8	1,451	45.2	173	0	0	0	0
4,715	H34128	H	303.4	311.8	1,693	28.3	175	0	0	0	0
4,716	L51895	L	303.4	311.7	1,476	42.3	180	0	0	0	0
4,717	L51896	L	303.4	311.6	1,712	30.1	182	0	0	0	0
4,718	M19577	M	303.4	311.6	1,425	45.4	184	0	0	0	0
4,719	L51898	L	303.3	311.6	1,337	56.8	187	1	1	0	0
4,720	M19579	M	303.4	311.7	1,690	34.9	189	0	0	0	0
4,721	M19580	M	303.4	311.7	1,353	44.1	192	1	1	0	0
4,722	L51901	L	303.5	311.8	1,927	21.9	195	0	0	0	0
4,723	M19582	M	303.4	311.8	1,391	42.7	197	0	0	0	0
4,724	L51903	L	303.4	311.8	1,366	50.9	200	1	1	0	0
4,725	L51904	L	303.4	311.9	1,771	31.6	202	0	0	0	0
4,726	M19585	M	303.4	311.8	1,515	42.6	204	0	0	0	0
4,727	M19586	M	303.4	311.8	2,133	18.3	207	0	0	0	0
4,728	M19587	M	303.4	311.8	1,341	47	210	1	1	0	0
4,729	L51908	L	303.4	311.7	1,406	47.1	213	0	0	0	0
4,730	L51909	L	303.4	311.8	1,306	61	215	1	1	0	1
4,731	L51910	L	303.3	311.7	1,508	35.5	217	0	0	0	0
4,732	L51911	L	303.3	311.6	1,301	45.1	219	1	1	0	0
4,733	L51912	L	303.3	311.7	1,539	38.5	221	0	0	0	0
4,734	L51913	L	303.3	311.6	1,484	44.6	223	0	0	0	0
4,735	L51914	L	303.2	311.5	1,507	39.2	225	0	0	0	0
4,736	L51915	L	303.2	311.5	1,544	42.5	227	0	0	0	0
4,737	L51916	L	303.2	311.5	1,513	37.9	0	0	0	0	0
4,738	M19597	M	303.2	311.5	1,336	58.2	2	1	1	0	0
4,739	M19598	M	303.2	311.4	2,102	19	5	0	0	0	0
4,740	L51919	L	303.2	311.4	1,351	53.8	8	1	1	0	0
4,741	L51920	L	303.3	311.5	1,601	35.2	10	0	0	0	0
4,742	L51921	L	303.2	311.3	1,393	52.9	12	0	0	0	0
4,743	L51922	L	303.3	311.3	1,592	33.7	14	0	0	0	0
4,744	L51923	L	303.3	311.3	1,409	51.8	16	0	0	0	0
4,745	L51924	L	303.3	311.3	1,393	47.4	18	0	0	0	0
4,746	H34159	H	303.2	311.2	1,475	43.1	20	0	0	0	0
4,747	L51926	L	303.2	311.2	1,427	45.6	25	0	0	0	0
4,748	L51927	L	303.3	311.2	1,763	27.3	27	0	0	0	0
4,749	L51928	L	303.2	311.2	1,363	46.7	29	1	1	0	0
4,750	L51929	L	303.2	311.2	1,404	50.9	31	0	0	0	0
4,751	M19610	M	303.2	311.2	1,688	31.9	33	0	0	0	0
4,752	L51931	L	303.3	311.4	1,510	37.3	36	0	0	0	0
4,753	H34166	H	303.3	311.3	1,502	39.5	38	0	0	0	0
4,754	H34167	H	303.2	311.4	1,607	36.6	43	0	0	0	0
4,755	M19614	M	303.3	311.5	1,384	54.8	48	0	0	0	0
4,756	L51935	L	303.4	311.7	1,295	51.3	51	1	1	0	0
4,757	H34170	H	303.4	311.7	1,991	19	53	0	0	0	0
4,758	L51937	L	303.4	311.6	1,497	42.8	58	0	0	0	0
4,759	L51938	L	303.5	311.6	1,465	48.7	60	0	0	0	0
4,760	L51939	L	303.5	311.6	1,361	46.5	62	1	1	0	0
4,761	L51940	L	303.6	311.7	1,546	38.5	64	0	0	0	0
4,762	H34175	H	303.7	311.9	1,332	52.7	66	1	1	0	0
4,763	M19622	M	303.7	312	2,663	11.4	71	1	0	1	0
4,764	L51943	L	303.7	312.1	1,443	45.9	74	0	0	0	0
4,765	M19624	M	303.7	312	1,402	48.6	76	0	0	0	0
4,766	L51945	L	303.7	312	1,892	22.5	79	0	0	0	0
4,767	M19626	M	303.6	312	1,645	35.7	81	0	0	0	0
4,768	L51947	L	303.6	311.9	1,473	50.1	84	0	0	0	0
4,769	L51948	L	303.6	312	1,309	52.9	86	1	1	0	0
4,770	H34183	H	303.6	311.9	1,544	37.1	88	0	0	0	0
4,771	L51950	L	303.5	311.9	1,344	49.3	93	1	1	0	0
4,772	M19631	M	303.6	311.9	1,617	36	95	0	0	0	0
4,773	M19632	M	303.6	312	1,435	37.9	98	0	0	0	0
4,774	L51953	L	303.6	312	1,391	50.3	101	0	0	0	0
4,775	L51954	L	303.6	312	1,827	23.3	103	0	0	0	0
4,776	L51955	L	303.5	312	1,761	25.8	105	0	0	0	0
4,777	L51956	L	303.5	312.1	1,522	36.4	107	0	0	0	0
4,778	M19637	M	303.5	312.2	1,818	23.6	109	0	0	0	0
4,779	H34192	H	303.6	312.2	1,371	54.6	112	1	1	0	0
4,780	L51959	L	303.7	312.3	1,511	38.9	117	0	0	0	0
4,781	L51960	L	303.7	312.4	1,404	46.6	119	0	0	0	0
4,782	L51961	L	303.7	312.3	1,384	45.9	121	0	0	0	0
4,783	L51962	L	303.8	312.5	1,368	52.6	123	0	0	0	0
4,784	L51963	L	303.7	312.5	1,641	36	125	0	0	0	0
4,785	L51964	L	303.9	312.6	1,642	32.3	127	0	0	0	0
4,786	H34199	H	303.9	312.7	1,401	50	129	0	0	0	0
4,787	L51966	L	303.8	312.6	1,577	41.3	134	0	0	0	0
4,788	L51967	L	303.7	312.6	1,396	44.1	136	0	0	0	0
4,789	H34202	H	303.7	312.6	1,514	35.5	138	0	0	0	0
4,790	L51969	L	303.8	312.8	1,646	35.8	143	0	0	0	0
4,791	L51970	L	303.8	312.8	1,443	40.7	145	0	0	0	0
4,792	M19651	M	303.7	312.7	1,469	48.5	147	0	0	0	0
4,793	H34206	H	303.7	312.7	1,564	40.2	150	0	0	0	0
4,794	H34207	H	303.6	312.6	1,498	40.2	155	0	0	0	0
4,795	L51974	L	303.6	312.6	1,699	27.9	160	0	0	0	0
4,796	L51975	L	303.6	312.5	1,431	49	162	0	0	0	0
4,797	L51976	L	303.5	312.4	1,390	47.3	164	0	0	0	0
4,798	L51977	L	303.5	312.5	1,380	46.1	166	0	0	0	0
4,799	L51978	L	303.5	312.5	1,457	46.4	168	0	0	0	0
4,800	L51979	L	303.5	312.5	1,418	42.2	170	0	0	0	0

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