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	PWF int64	OSF int64	RNF int64
2,501	L49680	L	299.1	308.9	1,617	32.3	223	0	0	0	0
2,502	M17361	M	299.1	308.9	1,476	42.7	225	0	0	0	0
2,503	L49682	L	299.2	309	1,515	48.9	228	1	0	1	0
2,504	L49683	L	299.2	309	1,408	47.2	0	0	0	0	0
2,505	L49684	L	299.2	309.1	1,468	45.6	2	0	0	0	0
2,506	L49685	L	299.2	309.1	1,387	48.7	4	0	0	0	0
2,507	M17366	M	299.2	309.1	1,503	34.7	6	0	0	0	0
2,508	H31921	H	299.2	309.1	1,410	47.1	9	0	0	0	0
2,509	L49688	L	299	308.9	1,615	30.6	14	0	0	0	0
2,510	L49689	L	299	308.9	1,511	35.9	16	0	0	0	0
2,511	L49690	L	299.1	309	1,405	53.8	18	0	0	0	0
2,512	M17371	M	299	308.9	1,526	41.1	20	0	0	0	0
2,513	L49692	L	298.9	308.8	1,530	38.3	23	0	0	0	0
2,514	L49693	L	299	308.7	1,583	32.5	25	0	0	0	0
2,515	L49694	L	298.9	308.6	2,069	18.7	27	0	0	0	0
2,516	L49695	L	298.8	308.5	1,490	35	29	0	0	0	0
2,517	L49696	L	298.8	308.5	1,736	29	31	0	0	0	0
2,518	L49697	L	298.8	308.5	1,395	44.4	33	0	0	0	0
2,519	M17378	M	298.9	308.6	1,425	49.6	35	0	0	0	0
2,520	L49699	L	298.8	308.6	1,631	32.4	38	0	0	0	0
2,521	L49700	L	298.8	308.6	1,535	41.2	40	0	0	0	0
2,522	L49701	L	298.8	308.6	1,584	34.4	42	0	0	0	0
2,523	M17382	M	298.8	308.7	1,543	38.2	44	0	0	0	0
2,524	L49703	L	298.8	308.7	1,635	35.2	47	0	0	0	0
2,525	M17384	M	298.8	308.7	1,446	45.5	49	0	0	0	0
2,526	M17385	M	298.8	308.6	1,598	35.1	52	0	0	0	0
2,527	L49706	L	298.8	308.6	1,501	35	55	0	0	0	0
2,528	L49707	L	298.8	308.5	1,450	50.8	57	0	0	0	0
2,529	L49708	L	298.8	308.6	1,730	25.9	59	0	0	0	0
2,530	M17389	M	298.8	308.6	1,571	33.7	61	0	0	0	0
2,531	L49710	L	298.9	308.7	1,438	51.7	64	0	0	0	0
2,532	M17391	M	298.8	308.5	1,510	38.7	66	0	0	0	0
2,533	L49712	L	298.9	308.7	1,389	44.9	69	0	0	0	0
2,534	L49713	L	298.8	308.7	1,490	33.6	71	0	0	0	0
2,535	L49714	L	298.9	308.7	1,729	26.6	73	0	0	0	0
2,536	L49715	L	299	308.8	1,495	38.4	75	0	0	0	0
2,537	L49716	L	298.9	308.8	1,281	53.9	77	0	0	0	0
2,538	H31951	H	298.9	308.7	1,353	48.1	79	0	0	0	0
2,539	L49718	L	299.1	308.8	1,429	50.1	84	0	0	0	0
2,540	L49719	L	299.1	308.8	1,413	42.1	86	0	0	0	0
2,541	L49720	L	299.1	308.8	1,502	38.3	88	0	0	0	0
2,542	H31955	H	299.1	308.8	1,553	32.6	90	0	0	0	0
2,543	H31956	H	299.2	308.9	1,712	26.4	95	0	0	0	0
2,544	L49723	L	299.3	309	1,786	23.5	100	0	0	0	0
2,545	L49724	L	299.2	309	1,951	21.4	102	0	0	0	0
2,546	M17405	M	299.2	309	1,541	36.3	104	0	0	0	0
2,547	L49726	L	299.2	309.1	1,605	34.3	107	0	0	0	0
2,548	L49727	L	299.2	309.1	1,578	38.1	109	0	0	0	0
2,549	M17408	M	299.3	309.2	1,440	37.5	111	0	0	0	0
2,550	L49729	L	299.4	309.2	1,489	42.3	114	0	0	0	0
2,551	L49730	L	299.4	309.3	1,366	48.4	116	0	0	0	0
2,552	L49731	L	299.3	309.2	1,541	37.2	118	0	0	0	0
2,553	H31966	H	299.3	309.1	1,552	40.7	120	0	0	0	0
2,554	L49733	L	299.3	309.1	1,473	40.3	125	0	0	0	0
2,555	L49734	L	299.3	309.1	1,531	37.9	127	0	0	0	0
2,556	L49735	L	299.3	309.2	1,511	37.2	129	0	0	0	0
2,557	M17416	M	299.3	309.1	1,449	47.9	131	0	0	0	0
2,558	M17417	M	299.4	309.1	1,440	50	134	0	0	0	0
2,559	M17418	M	299.2	309	1,881	23.9	137	0	0	0	0
2,560	L49739	L	299.3	309	1,447	50.4	140	0	0	0	1
2,561	M17420	M	299.4	309.1	1,326	62	142	0	0	0	0
2,562	L49741	L	299.4	309.2	1,607	31.7	145	0	0	0	0
2,563	L49742	L	299.3	309.1	1,551	39.1	147	0	0	0	0
2,564	L49743	L	299.3	309.1	1,496	37.2	149	0	0	0	0
2,565	L49744	L	299.3	309.1	1,493	38	151	0	0	0	0
2,566	L49745	L	299.4	309.1	1,304	50.5	153	0	0	0	0
2,567	M17426	M	299.3	309	1,420	41.6	155	0	0	0	0
2,568	L49747	L	299.4	309.1	1,766	24.6	158	0	0	0	0
2,569	L49748	L	299.6	309.2	1,450	43.1	160	0	0	0	0
2,570	H31983	H	299.5	309.2	1,872	22.6	162	0	0	0	0
2,571	L49750	L	299.6	309.2	1,713	26.5	167	0	0	0	0
2,572	M17431	M	299.5	309.2	1,497	40.9	169	0	0	0	0
2,573	M17432	M	299.4	309.1	1,352	44.7	172	0	0	0	0
2,574	L49753	L	299.5	309.2	1,499	41.5	175	0	0	0	0
2,575	L49754	L	299.5	309.3	1,972	19.3	177	0	0	0	0
2,576	L49755	L	299.5	309.3	1,422	49.2	179	0	0	0	0
2,577	L49756	L	299.5	309.3	1,523	41.5	181	0	0	0	0
2,578	L49757	L	299.5	309.4	1,563	41.5	183	0	0	0	0
2,579	L49758	L	299.4	309.3	1,391	46.6	185	0	0	0	0
2,580	L49759	L	299.3	309.1	1,795	24.7	187	0	0	0	0
2,581	L49760	L	299.3	309.1	1,293	53.7	189	0	0	0	0
2,582	L49761	L	299.2	309.1	1,345	60.7	191	1	0	1	0
2,583	L49762	L	299.2	309	1,615	33.7	193	0	0	0	0
2,584	L49763	L	299.2	308.9	1,342	50.8	195	0	0	0	0
2,585	L49764	L	299.1	308.8	1,502	46.7	197	0	0	0	0
2,586	M17445	M	299	308.7	1,620	35.4	199	0	0	0	0
2,587	L49766	L	299	308.7	1,537	42.8	202	0	0	0	0
2,588	L49767	L	299	308.7	2,248	16.8	204	0	0	0	0
2,589	L49768	L	299	308.7	1,706	28.6	206	0	0	0	0
2,590	L49769	L	299	308.7	2,250	16.6	208	0	0	0	0
2,591	L49770	L	299	308.7	1,396	48.6	0	0	0	0	0
2,592	L49771	L	298.9	308.6	1,522	46.4	2	0	0	0	0
2,593	L49772	L	298.9	308.6	1,539	45.4	4	0	0	0	0
2,594	H32007	H	298.9	308.5	1,415	54	6	0	0	0	0
2,595	L49774	L	298.8	308.5	1,446	37	11	0	0	0	0
2,596	M17455	M	298.8	308.6	1,486	41.1	13	0	0	0	0
2,597	L49776	L	299	308.7	1,426	38.6	16	0	0	0	0
2,598	L49777	L	299	308.7	1,449	38.9	18	0	0	0	0
2,599	L49778	L	299.1	308.8	1,320	67.5	20	1	1	0	0
2,600	M17459	M	299.2	308.9	1,447	39.6	22	0	0	0	0

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