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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	OSF int64
7,601	M22460	M	300.4	311	1,595	35.4	15	0	0	0
7,602	L54781	L	300.4	311.2	1,351	62	18	0	0	0
7,603	L54782	L	300.4	311.2	1,705	28.7	20	0	0	0
7,604	L54783	L	300.4	311.2	1,406	43.6	22	0	0	0
7,605	L54784	L	300.4	311.3	1,639	34.6	24	0	0	0
7,606	H37019	H	300.4	311.3	2,026	20.3	26	0	0	0
7,607	M22466	M	300.4	311.3	1,350	56.5	31	0	0	0
7,608	M22467	M	300.5	311.3	1,468	41.1	34	0	0	0
7,609	L54788	L	300.5	311.4	1,642	27.1	37	0	0	0
7,610	L54789	L	300.5	311.3	1,490	41.8	39	0	0	0
7,611	M22470	M	300.5	311.3	1,507	43.4	41	0	0	0
7,612	L54791	L	300.5	311.4	1,611	32.7	44	0	0	0
7,613	M22472	M	300.5	311.4	1,743	27.6	46	0	0	0
7,614	L54793	L	300.5	311.3	1,475	46.3	49	0	0	0
7,615	L54794	L	300.5	311.4	1,432	47.5	51	0	0	0
7,616	L54795	L	300.5	311.4	1,442	47	53	0	0	0
7,617	M22476	M	300.6	311.4	1,468	40.4	55	0	0	0
7,618	L54797	L	300.5	311.4	1,556	45.3	58	0	0	0
7,619	M22478	M	300.5	311.4	1,312	51.4	60	0	0	0
7,620	L54799	L	300.6	311.5	1,459	47	63	0	0	0
7,621	L54800	L	300.5	311.5	1,651	36.9	65	0	0	0
7,622	L54801	L	300.5	311.5	1,490	38.4	67	0	0	0
7,623	M22482	M	300.6	311.6	1,473	31.5	69	0	0	0
7,624	L54803	L	300.6	311.7	1,734	29.9	72	0	0	0
7,625	L54804	L	300.6	311.7	1,507	45.5	74	0	0	0
7,626	L54805	L	300.6	311.7	1,556	34.9	76	0	0	0
7,627	H37040	H	300.5	311.6	1,351	53.5	78	0	0	0
7,628	L54807	L	300.5	311.7	1,445	44.8	83	0	0	0
7,629	L54808	L	300.5	311.7	1,619	32.7	85	0	0	0
7,630	M22489	M	300.5	311.7	1,269	64	87	0	0	0
7,631	L54810	L	300.5	311.6	1,534	37.7	90	0	0	0
7,632	L54811	L	300.5	311.6	1,444	49.3	92	0	0	0
7,633	L54812	L	300.5	311.6	1,744	26.8	94	0	0	0
7,634	L54813	L	300.4	311.5	1,441	44.6	96	0	0	0
7,635	M22494	M	300.3	311.3	1,506	40.7	98	0	0	0
7,636	L54815	L	300.3	311.4	1,526	38.5	101	0	0	0
7,637	L54816	L	300.4	311.5	1,704	29.7	103	0	0	0
7,638	H37051	H	300.4	311.4	1,445	52.4	105	0	0	0
7,639	L54818	L	300.5	311.5	1,661	35.9	110	0	0	0
7,640	L54819	L	300.5	311.4	1,466	41.8	112	0	0	0
7,641	L54820	L	300.4	311.3	1,608	35.1	114	0	0	0
7,642	M22501	M	300.4	311.4	1,352	57.3	116	0	0	0
7,643	M22502	M	300.4	311.4	1,604	31.7	119	0	0	0
7,644	H37057	H	300.4	311.4	1,427	50.7	122	0	0	0
7,645	L54824	L	300.4	311.4	1,424	44.6	127	0	0	0
7,646	L54825	L	300.4	311.4	1,662	29.3	129	0	0	0
7,647	L54826	L	300.4	311.4	1,936	23.9	131	0	0	0
7,648	L54827	L	300.4	311.4	1,728	31.7	133	0	0	0
7,649	L54828	L	300.4	311.4	1,552	28.8	135	0	0	0
7,650	H37063	H	300.4	311.5	1,662	29	137	0	0	0
7,651	L54830	L	300.3	311.4	1,343	57.7	142	0	0	0
7,652	M22511	M	300.4	311.5	1,476	32.6	144	0	0	0
7,653	L54832	L	300.3	311.4	1,346	51.1	147	0	0	0
7,654	L54833	L	300.4	311.5	1,492	44.6	149	0	0	0
7,655	M22514	M	300.3	311.5	1,540	41.5	151	0	0	0
7,656	L54835	L	300.4	311.5	1,596	32.5	154	0	0	0
7,657	L54836	L	300.5	311.6	1,541	47.8	156	0	0	0
7,658	L54837	L	300.5	311.6	1,661	30	158	0	0	0
7,659	M22518	M	300.4	311.6	1,359	55.4	160	0	0	0
7,660	L54839	L	300.5	311.6	1,528	42.4	163	0	0	0
7,661	M22520	M	300.5	311.6	1,246	52.9	165	0	0	0
7,662	L54841	L	300.5	311.6	1,575	32.5	168	0	0	0
7,663	M22522	M	300.5	311.6	1,658	30.4	170	0	0	0
7,664	L54843	L	300.5	311.6	1,385	54.8	173	0	0	0
7,665	H37078	H	300.5	311.7	1,454	50.3	175	0	0	0
7,666	L54845	L	300.5	311.6	1,497	40.5	180	0	0	0
7,667	M22526	M	300.6	311.7	1,424	50.8	182	0	0	0
7,668	L54847	L	300.6	311.7	1,528	43.9	185	0	0	0
7,669	L54848	L	300.6	311.8	1,539	37	187	0	0	0
7,670	L54849	L	300.7	311.8	1,336	58.4	189	1	0	1
7,671	L54850	L	300.5	311.6	1,525	37.6	191	0	0	0
7,672	M22531	M	300.5	311.6	1,456	51.1	193	0	0	0
7,673	M22532	M	300.5	311.7	2,141	17.2	196	0	0	0
7,674	M22533	M	300.5	311.6	1,476	39.1	199	0	0	0
7,675	L54854	L	300.5	311.6	1,509	47.2	202	0	0	0
7,676	L54855	L	300.5	311.6	1,447	45.4	204	0	0	0
7,677	L54856	L	300.6	311.7	1,448	49.1	206	0	0	0
7,678	L54857	L	300.6	311.7	1,428	52.6	208	0	0	0
7,679	M22538	M	300.6	311.7	1,389	52.1	210	0	0	0
7,680	L54859	L	300.7	311.7	1,635	32.4	213	0	0	0
7,681	L54860	L	300.7	311.7	1,395	43.7	215	0	0	0
7,682	L54861	L	300.7	311.8	1,443	43.7	217	0	0	0
7,683	M22542	M	300.7	311.7	1,412	49.1	219	0	0	0
7,684	L54863	L	300.7	311.7	1,524	43.5	222	0	0	0
7,685	M22544	M	300.7	311.8	1,407	42.4	224	0	0	0
7,686	L54865	L	300.8	311.7	1,397	43.5	227	0	0	0
7,687	M22546	M	300.7	311.7	1,504	36.9	229	0	0	0
7,688	M22547	M	300.7	311.7	2,097	18.9	232	1	1	0
7,689	L54868	L	300.6	311.7	1,553	39.8	0	0	0	0
7,690	L54869	L	300.6	311.7	1,432	39.2	2	0	0	0
7,691	M22550	M	300.5	311.6	1,577	36.5	4	0	0	0
7,692	M22551	M	300.5	311.5	1,370	56.1	7	0	0	0
7,693	H37106	H	300.5	311.6	1,506	36.2	10	0	0	0
7,694	L54873	L	300.6	311.6	1,964	21.4	15	0	0	0
7,695	H37108	H	300.6	311.7	1,500	36.7	17	0	0	0
7,696	L54875	L	300.6	311.7	1,488	47.7	22	0	0	0
7,697	H37110	H	300.6	311.5	1,282	60.2	24	0	0	0
7,698	L54877	L	300.5	311.4	1,400	45.1	29	0	0	0
7,699	L54878	L	300.6	311.5	1,419	38.6	31	0	0	0
7,700	M22559	M	300.7	311.5	1,441	40.6	33	0	0	0

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