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	HDF int64	PWF int64	OSF int64
3,801	M18660	M	302.1	310.9	1,916	23.1	51	0	0	0	0	0
3,802	M18661	M	302.2	310.9	1,771	27.6	54	0	0	0	0	0
3,803	M18662	M	302.2	310.9	1,488	44.2	57	0	0	0	0	0
3,804	L50983	L	302.2	310.9	1,531	37.5	60	0	0	0	0	0
3,805	L50984	L	302.3	310.9	1,529	33.4	62	0	0	0	0	0
3,806	M18665	M	302.4	311	1,580	36.5	64	0	0	0	0	0
3,807	M18666	M	302.3	310.9	1,360	44	67	1	0	1	0	0
3,808	M18667	M	302.3	311	1,546	35.5	70	0	0	0	0	0
3,809	M18668	M	302.3	310.9	1,762	24.5	73	0	0	0	0	0
3,810	L50989	L	302.2	310.8	1,350	56.6	76	0	0	0	0	0
3,811	M18670	M	302.2	310.8	1,562	38.1	78	0	0	0	0	0
3,812	M18671	M	302.1	310.7	1,608	30.3	81	0	0	0	0	0
3,813	L50992	L	302	310.6	1,392	50	84	0	0	0	0	0
3,814	L50993	L	302	310.6	1,467	44.9	86	0	0	0	0	0
3,815	M18674	M	302.1	310.6	1,326	59.1	88	1	0	1	0	0
3,816	L50995	L	302.2	310.7	1,769	24.9	91	0	0	0	0	0
3,817	L50996	L	302.1	310.6	1,459	47.6	93	0	0	0	0	0
3,818	M18677	M	302.1	310.6	1,421	52	95	0	0	0	0	0
3,819	L50998	L	302.1	310.7	1,491	42.8	98	0	0	0	0	0
3,820	L50999	L	302.2	310.7	1,567	36.4	100	0	0	0	0	0
3,821	L51000	L	302.3	310.8	1,421	41.4	102	0	0	0	0	0
3,822	L51001	L	302.3	310.9	1,596	33.5	104	0	0	0	0	0
3,823	M18682	M	302.4	311	1,464	44.2	106	0	0	0	0	0
3,824	M18683	M	302.3	310.9	1,581	36.1	109	0	0	0	0	0
3,825	L51004	L	302.3	310.9	1,620	30.3	112	0	0	0	0	0
3,826	H33239	H	302.2	310.7	1,413	48.9	114	0	0	0	0	0
3,827	H33240	H	302.3	310.8	1,438	43.8	119	0	0	0	0	0
3,828	M18687	M	302.4	310.9	1,469	41.6	124	0	0	0	0	0
3,829	M18688	M	302.3	310.8	1,762	27.8	127	0	0	0	0	0
3,830	H33243	H	302.3	310.9	1,366	48.4	130	1	0	1	0	0
3,831	L51010	L	302.3	310.9	1,891	22.7	135	0	0	0	0	0
3,832	M18691	M	302.3	310.9	1,742	29.7	137	0	0	0	0	0
3,833	M18692	M	302.2	310.9	1,465	43.5	140	0	0	0	0	0
3,834	M18693	M	302.3	311	1,541	36.6	143	0	0	0	0	0
3,835	M18694	M	302.3	311.1	1,295	57.1	146	0	0	0	0	0
3,836	M18695	M	302.3	311.1	1,435	43.1	149	0	0	0	0	0
3,837	L51016	L	302.4	311.2	1,466	43.9	152	0	0	0	0	0
3,838	L51017	L	302.4	311.2	1,450	47.9	154	0	0	0	0	0
3,839	L51018	L	302.4	311.1	1,880	24.5	156	0	0	0	0	0
3,840	M18699	M	302.3	311	1,578	33.5	158	0	0	0	0	0
3,841	L51020	L	302.4	311	1,610	33.1	161	0	0	0	0	0
3,842	L51021	L	302.4	311.1	1,565	42.8	163	0	0	0	0	0
3,843	L51022	L	302.5	311.2	1,545	40.1	165	0	0	0	0	0
3,844	L51023	L	302.5	311.2	1,227	60.1	167	0	0	0	0	0
3,845	L51024	L	302.4	311.1	1,484	45.9	169	0	0	0	0	0
3,846	L51025	L	302.3	311	1,591	32.7	171	0	0	0	0	0
3,847	L51026	L	302.3	310.9	1,403	47.2	173	0	0	0	0	0
3,848	M18707	M	302.3	311	1,450	45.7	175	0	0	0	0	0
3,849	L51028	L	302.3	310.9	1,720	28.1	178	0	0	0	0	0
3,850	L51029	L	302.3	311	1,561	37.2	180	0	0	0	0	0
3,851	M18710	M	302.3	311	1,421	41.3	182	0	0	0	0	0
3,852	H33265	H	302.2	310.9	1,415	48.4	185	0	0	0	0	0
3,853	L51032	L	302.3	310.9	2,034	19.7	190	0	0	0	0	0
3,854	L51033	L	302.4	311	1,486	40.4	192	0	0	0	0	0
3,855	L51034	L	302.4	311	1,338	67.6	194	1	0	0	1	1
3,856	H33269	H	302.4	311.1	1,578	32.3	196	0	0	0	0	0
3,857	M18716	M	302.4	311.2	1,330	58.6	201	0	0	0	0	0
3,858	H33271	H	302.4	311.2	1,506	40.8	204	0	0	0	0	0
3,859	L51038	L	302.5	311.4	1,559	37.6	209	0	0	0	0	0
3,860	L51039	L	302.6	311.5	1,599	37	211	0	0	0	0	0
3,861	L51040	L	302.6	311.5	1,427	38.9	213	0	0	0	0	0
3,862	M18721	M	302.5	311.5	1,481	41.1	215	0	0	0	0	0
3,863	H33276	H	302.5	311.5	1,496	43.8	218	0	0	0	0	0
3,864	L51043	L	302.5	311.4	1,674	27	223	0	0	0	0	0
3,865	M18724	M	302.5	311.4	1,629	31.7	225	0	0	0	0	0
3,866	H33279	H	302.6	311.5	1,629	34.4	228	1	1	0	0	0
3,867	L51046	L	302.6	311.6	1,311	53.2	0	0	0	0	0	0
3,868	M18727	M	302.7	311.6	2,709	9.7	2	1	0	0	1	0
3,869	M18728	M	302.7	311.7	1,759	29.9	5	0	0	0	0	0
3,870	L51049	L	302.7	311.7	1,480	45.2	8	0	0	0	0	0
3,871	L51050	L	302.7	311.8	1,461	46.1	10	0	0	0	0	0
3,872	M18731	M	302.7	311.8	1,728	30	12	0	0	0	0	0
3,873	L51052	L	302.7	311.9	1,389	46.5	15	0	0	0	0	0
3,874	L51053	L	302.6	311.8	1,638	35.1	17	0	0	0	0	0
3,875	L51054	L	302.6	311.7	1,254	54.1	19	0	0	0	0	0
3,876	L51055	L	302.6	311.8	1,427	50.1	21	0	0	0	0	0
3,877	L51056	L	302.6	311.8	1,627	31.8	23	0	0	0	0	0
3,878	H33291	H	302.6	311.7	1,471	48.3	25	0	0	0	0	0
3,879	L51058	L	302.6	311.7	1,773	27.1	30	0	0	0	0	0
3,880	M18739	M	302.6	311.7	1,430	51.7	32	0	0	0	0	0
3,881	L51060	L	302.5	311.6	1,595	29.5	35	0	0	0	0	0
3,882	L51061	L	302.5	311.5	1,521	44.1	37	0	0	0	0	0
3,883	L51062	L	302.5	311.6	1,419	43.7	39	0	0	0	0	0
3,884	M18743	M	302.4	311.4	1,534	40.1	41	0	0	0	0	0
3,885	H33298	H	302.5	311.5	1,626	36	44	0	0	0	0	0
3,886	L51065	L	302.5	311.5	1,677	29.2	49	0	0	0	0	0
3,887	L51066	L	302.4	311.3	1,392	50.5	51	0	0	0	0	0
3,888	L51067	L	302.4	311.2	1,448	50.5	53	0	0	0	0	0
3,889	L51068	L	302.3	311.2	1,903	22.9	55	0	0	0	0	0
3,890	L51069	L	302.4	311.2	1,404	52	57	0	0	0	0	0
3,891	L51070	L	302.3	311.2	1,386	53.5	59	0	0	0	0	0
3,892	L51071	L	302.2	311.1	1,418	47	61	0	0	0	0	0
3,893	M18752	M	302.3	311.1	1,338	53.3	63	0	0	0	0	0
3,894	L51073	L	302.3	311.2	1,549	40.6	66	0	0	0	0	0
3,895	M18754	M	302.3	311.2	1,432	42.7	68	0	0	0	0	0
3,896	M18755	M	302.3	311.2	1,546	40	71	0	0	0	0	0
3,897	M18756	M	302.2	311.2	1,627	33.2	74	0	0	0	0	0
3,898	M18757	M	302.2	311.1	1,640	32.8	77	0	0	0	0	0
3,899	M18758	M	302.1	311.1	1,423	36.8	80	0	0	0	0	0
3,900	M18759	M	302.1	311	1,711	28.7	83	0	0	0	0	0

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