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	OSF int64
2,801	M17660	M	300.2	309.5	1,500	45.7	89	0	0	0	0
2,802	M17661	M	300.2	309.5	1,642	28.8	92	0	0	0	0
2,803	M17662	M	300.3	309.6	1,509	46.6	95	0	0	0	0
2,804	L49983	L	300.2	309.5	1,343	50.2	98	0	0	0	0
2,805	L49984	L	300.1	309.5	1,450	40.1	100	0	0	0	0
2,806	L49985	L	300	309.4	1,460	43.5	102	0	0	0	0
2,807	L49986	L	300	309.3	1,364	41.2	104	0	0	0	0
2,808	M17667	M	299.9	309.3	1,452	41.9	106	0	0	0	0
2,809	L49988	L	299.9	309.3	1,471	41.8	109	0	0	0	0
2,810	L49989	L	299.9	309.2	1,598	34.6	111	0	0	0	0
2,811	L49990	L	299.8	309.1	1,772	24.8	113	0	0	0	0
2,812	L49991	L	299.9	309.2	1,761	25.6	115	0	0	0	0
2,813	M17672	M	300	309.3	1,413	40.7	117	0	0	0	0
2,814	L49993	L	300	309.3	1,887	22.6	120	0	0	0	0
2,815	L49994	L	300	309.3	1,395	56.5	122	0	0	0	0
2,816	M17675	M	300.1	309.4	1,569	31.6	124	0	0	0	0
2,817	L49996	L	300.1	309.4	1,434	47.3	127	0	0	0	0
2,818	L49997	L	300.2	309.5	1,417	41.1	129	0	0	0	0
2,819	L49998	L	300.2	309.5	1,729	28.4	131	0	0	0	0
2,820	L49999	L	300.2	309.5	1,356	51.1	133	0	0	0	0
2,821	L50000	L	300.2	309.5	1,436	48.8	135	0	0	0	0
2,822	M17681	M	300.3	309.6	1,419	42.5	137	0	0	0	0
2,823	L50002	L	300.3	309.6	1,593	38.1	140	0	0	0	0
2,824	M17683	M	300.3	309.5	1,320	62.2	142	0	0	0	0
2,825	M17684	M	300.3	309.5	1,448	42.4	145	0	0	0	0
2,826	L50005	L	300.3	309.4	1,470	33.5	148	0	0	0	0
2,827	M17686	M	300.3	309.4	1,612	33.1	150	0	0	0	0
2,828	L50007	L	300.4	309.4	1,412	51.6	153	0	0	0	0
2,829	M17688	M	300.4	309.4	1,875	23.9	155	0	0	0	0
2,830	L50009	L	300.3	309.3	1,612	36	158	0	0	0	0
2,831	M17690	M	300.4	309.3	1,411	41.6	160	0	0	0	0
2,832	M17691	M	300.3	309.2	1,490	47.9	163	0	0	0	0
2,833	M17692	M	300.4	309.3	1,467	40.3	166	0	0	0	0
2,834	L50013	L	300.3	309.2	1,807	26.4	169	0	0	0	0
2,835	L50014	L	300.3	309.1	1,368	46	171	0	0	0	0
2,836	L50015	L	300.3	309.2	1,572	32	173	0	0	0	0
2,837	M17696	M	300.3	309.1	1,458	44.3	175	0	0	0	0
2,838	L50017	L	300.3	309.1	1,699	30.3	178	0	0	0	0
2,839	L50018	L	300.3	309.3	1,478	39.5	180	0	0	0	0
2,840	M17699	M	300.4	309.4	1,362	42.1	182	0	0	0	0
2,841	H32254	H	300.4	309.4	1,487	38.9	185	0	0	0	0
2,842	L50021	L	300.3	309.4	1,705	29.4	190	0	0	0	0
2,843	L50022	L	300.3	309.3	1,345	53.5	192	0	0	0	0
2,844	L50023	L	300.3	309.2	1,532	40.2	194	0	0	0	0
2,845	L50024	L	300.3	309.2	1,650	35.2	196	0	0	0	0
2,846	L50025	L	300.3	309.2	1,398	54.4	198	0	0	0	0
2,847	L50026	L	300.3	309.2	1,412	44.8	200	0	0	0	0
2,848	L50027	L	300.4	309.3	1,525	39.6	202	0	0	0	0
2,849	M17708	M	300.3	309.3	1,391	57.9	204	0	0	0	0
2,850	L50029	L	300.4	309.3	1,766	28.2	207	0	0	0	0
2,851	L50030	L	300.4	309.3	1,671	35	209	0	0	0	0
2,852	L50031	L	300.5	309.3	1,373	48.8	211	0	0	0	0
2,853	M17712	M	300.5	309.4	1,347	50.1	213	0	0	0	0
2,854	M17713	M	300.5	309.3	1,539	39.1	216	0	0	0	0
2,855	L50034	L	300.5	309.3	1,470	40.8	219	0	0	0	0
2,856	L50035	L	300.5	309.3	1,528	37	221	0	0	0	0
2,857	H32270	H	300.5	309.3	1,471	45.2	223	0	0	0	0
2,858	M17717	M	300.4	309.2	1,528	37.2	228	0	0	0	0
2,859	L50038	L	300.5	309.3	1,417	51.5	231	1	0	0	1
2,860	L50039	L	300.6	309.4	1,549	43.4	233	0	0	0	0
2,861	H32274	H	300.6	309.4	1,463	49.2	235	0	0	0	0
2,862	L50041	L	300.7	309.5	1,479	43.6	240	0	0	0	0
2,863	L50042	L	300.6	309.5	1,867	23	242	0	0	0	0
2,864	L50043	L	300.6	309.4	1,471	44.1	244	0	0	0	0
2,865	H32278	H	300.6	309.4	1,380	47.6	246	1	1	0	0
2,866	H32279	H	300.7	309.7	1,623	32.7	0	0	0	0	0
2,867	L50046	L	300.8	309.7	1,997	20.7	5	0	0	0	0
2,868	H32281	H	300.7	309.6	1,390	48.5	7	0	0	0	0
2,869	L50048	L	300.8	309.7	1,418	46.6	12	0	0	0	0
2,870	L50049	L	300.8	309.7	1,519	35.8	14	0	0	0	0
2,871	M17730	M	300.8	309.7	1,519	39.7	16	0	0	0	0
2,872	M17731	M	300.7	309.6	1,536	37.2	19	0	0	0	0
2,873	L50052	L	300.8	309.6	1,680	28.7	22	0	0	0	0
2,874	H32287	H	300.6	309.4	1,555	37.9	24	0	0	0	0
2,875	L50054	L	300.6	309.5	1,471	49.6	29	0	0	0	0
2,876	M17735	M	300.5	309.4	1,877	23.8	31	0	0	0	0
2,877	M17736	M	300.5	309.3	1,578	30.5	34	0	0	0	0
2,878	M17737	M	300.5	309.4	1,655	32.1	37	0	0	0	0
2,879	H32292	H	300.5	309.4	1,502	34.3	40	0	0	0	0
2,880	M17739	M	300.6	309.4	1,367	63.2	45	1	0	1	0
2,881	L50060	L	300.7	309.5	1,541	37.2	48	0	0	0	0
2,882	M17741	M	300.6	309.6	1,588	37	50	0	0	0	0
2,883	L50062	L	300.6	309.6	1,684	32.8	53	0	0	0	0
2,884	L50063	L	300.6	309.5	1,437	40	55	0	0	0	0
2,885	L50064	L	300.6	309.6	1,409	42.4	57	0	0	0	0
2,886	M17745	M	300.5	309.5	1,320	49.9	59	0	0	0	0
2,887	H32300	H	300.5	309.5	1,635	34.2	62	0	0	0	0
2,888	M17747	M	300.5	309.5	1,691	27.6	67	0	0	0	0
2,889	M17748	M	300.6	309.6	1,365	50	70	0	0	0	0
2,890	M17749	M	300.7	309.7	1,523	38.2	73	0	0	0	0
2,891	L50070	L	300.6	309.7	1,593	32.4	76	0	0	0	0
2,892	L50071	L	300.6	309.6	1,682	30.7	78	0	0	0	0
2,893	L50072	L	300.7	309.6	1,329	54.3	80	0	0	0	0
2,894	M17753	M	300.7	309.6	1,568	35.2	82	0	0	0	0
2,895	L50074	L	300.7	309.6	1,733	24.8	85	0	0	0	0
2,896	M17755	M	300.7	309.6	1,473	48.1	87	0	0	0	0
2,897	M17756	M	300.7	309.5	1,633	31.3	90	0	0	0	0
2,898	M17757	M	300.6	309.5	1,530	40.2	93	0	0	0	0
2,899	M17758	M	300.6	309.5	1,550	40.2	96	0	0	0	0
2,900	L50079	L	300.6	309.4	1,410	40.6	99	0	0	0	0

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