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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	RNF int64
1,701	M16560	M	298	307.6	1,844	23.8	44	0	0	0	0
1,702	L48881	L	298	307.7	1,479	42.5	47	0	0	0	0
1,703	L48882	L	298	307.7	1,430	47.3	49	0	0	0	0
1,704	M16563	M	298.1	307.8	1,636	36.7	51	0	0	0	0
1,705	M16564	M	298.1	307.8	1,503	44.7	54	0	0	0	0
1,706	M16565	M	298.1	307.8	1,608	32.6	57	0	0	0	0
1,707	L48886	L	298.2	307.8	1,521	42.9	60	0	0	0	0
1,708	L48887	L	298.2	307.8	1,439	41.6	62	0	0	0	0
1,709	L48888	L	298.2	307.8	1,627	31.5	64	0	0	0	0
1,710	L48889	L	298.2	307.8	1,749	26.1	66	0	0	0	0
1,711	L48890	L	298.2	307.8	1,530	35.9	68	0	0	0	0
1,712	L48891	L	298.2	307.8	1,355	51.3	70	0	0	0	0
1,713	L48892	L	298.3	307.9	1,551	33.8	72	0	0	0	0
1,714	L48893	L	298.2	307.8	1,515	46.7	74	0	0	0	0
1,715	L48894	L	298.2	307.8	1,388	48.6	76	0	0	0	0
1,716	L48895	L	298.2	307.8	1,585	34.6	78	0	0	0	0
1,717	L48896	L	298.1	307.7	1,523	37.7	80	0	0	0	0
1,718	L48897	L	298.2	307.6	1,369	54.5	82	0	0	0	0
1,719	M16578	M	298.2	307.7	1,681	31	84	0	0	0	0
1,720	L48899	L	298.2	307.7	1,503	38.3	87	0	0	0	0
1,721	L48900	L	298.2	307.7	1,459	44.5	89	0	0	0	0
1,722	L48901	L	298.2	307.7	1,688	32.4	91	0	0	0	0
1,723	M16582	M	298.2	307.7	1,952	21.6	93	0	0	0	0
1,724	L48903	L	298.2	307.8	2,029	19.9	96	0	0	0	0
1,725	M16584	M	298.3	307.8	1,457	52.5	98	0	0	0	0
1,726	M16585	M	298.3	307.8	1,392	50.4	101	0	0	0	0
1,727	L48906	L	298.3	307.8	1,906	22.1	104	0	0	0	0
1,728	M16587	M	298.3	307.7	1,602	33.4	106	0	0	0	0
1,729	L48908	L	298.3	307.7	1,465	49.4	109	0	0	0	0
1,730	M16589	M	298.3	307.7	1,439	43.8	111	0	0	0	0
1,731	M16590	M	298.3	307.8	1,330	55.4	114	0	0	0	0
1,732	M16591	M	298.3	307.9	1,485	42	117	0	0	0	0
1,733	H31146	H	298.4	307.9	1,700	28.2	120	0	0	0	0
1,734	L48913	L	298.4	308	1,515	42.8	125	0	0	0	0
1,735	M16594	M	298.5	308.1	1,501	39.2	127	0	0	0	0
1,736	L48915	L	298.4	308	1,380	47.6	130	0	0	0	0
1,737	L48916	L	298.4	307.9	1,544	35.9	132	0	0	0	0
1,738	L48917	L	298.4	307.9	1,743	27.3	134	0	0	0	0
1,739	H31152	H	298.4	307.9	1,948	21.4	136	0	0	0	0
1,740	H31153	H	298.5	307.9	1,260	54.2	141	0	0	0	0
1,741	M16600	M	298.5	307.9	1,640	33.1	146	0	0	0	0
1,742	M16601	M	298.5	308	1,363	49.2	149	0	0	0	0
1,743	L48922	L	298.5	308	1,379	49.6	152	0	0	0	0
1,744	M16603	M	298.5	308	1,713	25.8	154	0	0	0	0
1,745	M16604	M	298.5	308	1,461	51.9	157	0	0	0	0
1,746	L48925	L	298.5	308	1,624	29.8	160	0	0	0	0
1,747	L48926	L	298.4	308	1,526	41.1	162	0	0	0	0
1,748	L48927	L	298.4	307.9	2,381	14.2	164	0	0	0	0
1,749	H31162	H	298.4	307.7	1,626	31.1	166	0	0	0	1
1,750	L48929	L	298.3	307.7	1,576	33.8	171	0	0	0	0
1,751	M16610	M	298.4	307.8	1,617	31.6	173	0	0	0	0
1,752	L48931	L	298.3	307.6	1,942	20.6	176	0	0	0	0
1,753	L48932	L	298.2	307.6	1,492	37.2	178	0	0	0	0
1,754	L48933	L	298.2	307.5	1,470	51.3	180	0	0	0	0
1,755	M16614	M	298	307.4	1,463	46.5	182	0	0	0	0
1,756	L48935	L	298	307.3	1,424	46.5	185	0	0	0	0
1,757	M16616	M	298.1	307.4	1,363	60.1	187	0	0	0	0
1,758	M16617	M	298.1	307.4	1,335	56.2	190	0	0	0	0
1,759	L48938	L	298.1	307.4	1,608	33.9	193	0	0	0	0
1,760	H31173	H	298	307.4	1,606	35.2	195	0	0	0	0
1,761	L48940	L	298.1	307.5	1,684	33.1	200	0	0	0	0
1,762	L48941	L	298.1	307.6	1,950	20.3	202	0	0	0	0
1,763	H31176	H	298.2	307.6	1,460	48.6	204	0	0	0	0
1,764	L48943	L	298.2	307.6	1,511	31	209	1	1	0	0
1,765	H31178	H	298.2	307.6	1,318	55.7	0	0	0	0	0
1,766	L48945	L	298.2	307.6	1,368	51.8	5	0	0	0	0
1,767	M16626	M	298.3	307.7	1,717	27.1	7	0	0	0	0
1,768	M16627	M	298.3	307.7	1,520	41.4	10	0	0	0	0
1,769	M16628	M	298.3	307.8	1,485	42	13	0	0	0	0
1,770	L48949	L	298.4	307.9	1,981	23.2	16	0	0	0	0
1,771	H31184	H	298.4	307.9	1,605	31	18	0	0	0	0
1,772	L48951	L	298.4	307.9	1,446	45.3	23	0	0	0	0
1,773	L48952	L	298.4	308	1,508	47.9	25	0	0	0	0
1,774	L48953	L	298.5	308	1,384	59.5	27	0	0	0	0
1,775	M16634	M	298.5	308	1,519	37.3	29	0	0	0	0
1,776	L48955	L	298.5	308	1,404	48.1	32	0	0	0	0
1,777	L48956	L	298.5	308.1	1,564	31.1	34	0	0	0	0
1,778	H31191	H	298.6	308.2	1,555	36.8	36	0	0	0	0
1,779	L48958	L	298.6	308.2	1,325	54	41	0	0	0	0
1,780	M16639	M	298.6	308.2	1,488	44	43	0	0	0	0
1,781	L48960	L	298.5	308.2	1,595	32.3	46	0	0	0	0
1,782	L48961	L	298.5	308.1	1,662	28.6	48	0	0	0	0
1,783	L48962	L	298.4	308	1,571	37.4	50	0	0	0	0
1,784	H31197	H	298.3	308	1,553	41	52	0	0	0	0
1,785	L48964	L	298.3	308	2,886	3.8	57	1	0	1	0
1,786	L48965	L	298.2	308	1,538	38.2	59	0	0	0	0
1,787	L48966	L	298.4	308.2	1,618	33	61	0	0	0	0
1,788	L48967	L	298.4	308.2	1,364	45.9	63	0	0	0	0
1,789	L48968	L	298.3	308	1,442	47.3	65	0	0	0	0
1,790	L48969	L	298.2	307.9	1,313	67.3	67	1	0	1	0
1,791	L48970	L	298.2	307.9	1,847	23.6	69	0	0	0	0
1,792	L48971	L	298.1	307.8	1,524	40.8	71	0	0	0	0
1,793	M16652	M	298.1	307.7	1,445	48	73	0	0	0	0
1,794	L48973	L	298.1	307.8	1,761	28.2	76	0	0	0	0
1,795	M16654	M	298.1	307.8	1,514	43.5	78	0	0	0	0
1,796	M16655	M	298.1	307.7	1,498	38.3	81	0	0	0	0
1,797	H31210	H	298.1	307.6	1,542	37.1	84	0	0	0	0
1,798	M16657	M	298	307.6	1,508	41.8	89	0	0	0	0
1,799	M16658	M	298	307.5	1,431	52.9	92	0	0	0	0
1,800	M16659	M	298	307.5	1,427	45.1	95	0	0	0	0

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