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
6,201	L53380	L	301	310.9	1,679	29.8	64	0	0	0	0
6,202	M21061	M	301	310.9	1,510	44.5	66	0	0	0	0
6,203	L53382	L	301	310.9	1,296	54.9	69	0	0	0	0
6,204	L53383	L	301	310.9	1,404	41.8	71	0	0	0	0
6,205	M21064	M	300.9	310.8	1,519	34.9	73	0	0	0	0
6,206	M21065	M	300.9	310.7	1,696	27.3	76	0	0	0	0
6,207	M21066	M	300.8	310.6	1,669	28.4	79	0	0	0	0
6,208	L53387	L	300.7	310.6	1,447	40.7	82	0	0	0	0
6,209	M21068	M	300.7	310.6	1,418	46.3	84	0	0	0	0
6,210	L53389	L	300.7	310.6	1,407	40.5	87	0	0	0	0
6,211	L53390	L	300.8	310.5	1,434	44.5	89	0	0	0	0
6,212	L53391	L	300.8	310.6	1,360	48.8	91	0	0	0	0
6,213	L53392	L	300.8	310.6	1,402	53.7	93	0	0	0	0
6,214	L53393	L	300.9	310.6	1,552	34.9	95	0	0	0	0
6,215	L53394	L	300.9	310.7	1,392	44.2	97	0	0	0	0
6,216	L53395	L	301.1	310.8	1,521	41	99	0	0	0	0
6,217	L53396	L	301.1	310.8	1,724	27.5	101	0	0	0	0
6,218	M21077	M	301	310.7	1,455	46.1	103	0	0	0	0
6,219	H35632	H	301	310.6	1,366	50.6	106	0	0	0	0
6,220	H35633	H	301.1	310.6	1,407	43.9	111	0	0	0	0
6,221	L53400	L	301.1	310.8	1,470	49.3	116	0	0	0	0
6,222	M21081	M	301.2	310.9	1,359	50.8	118	0	0	0	0
6,223	H35636	H	301.1	310.8	1,792	25.8	121	0	0	0	0
6,224	M21083	M	301.1	310.9	1,552	37.9	126	0	0	0	0
6,225	L53404	L	301.2	311	1,612	32.9	129	0	0	0	0
6,226	M21085	M	301.2	311	1,424	41.4	131	0	0	0	0
6,227	H35640	H	301.3	311	1,341	59.3	134	0	0	0	0
6,228	L53407	L	301.2	310.8	1,479	38.2	139	0	0	0	0
6,229	L53408	L	301.2	310.9	1,413	50.1	141	0	0	0	0
6,230	L53409	L	301.3	310.9	2,165	17.4	143	0	0	0	0
6,231	M21090	M	301.3	311	1,641	33	145	0	0	0	0
6,232	M21091	M	301.3	311	1,495	40.8	148	0	0	0	0
6,233	L53412	L	301.3	311	1,576	30.4	151	0	0	0	0
6,234	L53413	L	301.2	310.9	1,467	37.1	153	0	0	0	0
6,235	L53414	L	301.2	310.8	1,479	41.2	155	0	0	0	0
6,236	L53415	L	301.3	310.9	1,596	33.9	157	0	0	0	0
6,237	M21096	M	301.3	310.9	1,512	36.9	159	0	0	0	0
6,238	L53417	L	301.4	310.9	1,414	38.8	162	0	0	0	0
6,239	L53418	L	301.3	310.8	1,390	57.4	164	0	0	0	0
6,240	L53419	L	301.2	310.7	1,644	31.6	166	0	0	0	0
6,241	M21100	M	301.2	310.7	1,394	42.8	168	0	0	0	0
6,242	L53421	L	301.1	310.5	1,324	52.4	171	0	0	0	0
6,243	L53422	L	301	310.4	1,476	43.6	173	0	0	0	0
6,244	L53423	L	301	310.4	2,204	16.6	175	0	0	0	0
6,245	M21104	M	301	310.4	1,665	30.9	177	0	0	0	0
6,246	L53425	L	300.9	310.4	1,445	41.7	180	0	0	0	0
6,247	H35660	H	300.8	310.3	1,457	46.8	182	0	0	0	0
6,248	L53427	L	300.8	310.2	1,492	46.3	187	0	0	0	0
6,249	L53428	L	300.8	310.1	1,405	61.2	189	1	0	1	1
6,250	L53429	L	300.7	310.1	1,542	35.5	191	0	0	0	0
6,251	L53430	L	300.8	310.2	1,520	37.7	193	0	0	0	0
6,252	M21111	M	300.8	310.2	1,598	36.5	195	0	0	0	0
6,253	L53432	L	300.8	310.3	1,538	36.1	198	0	0	0	0
6,254	L53433	L	300.9	310.4	1,615	30.9	200	0	0	0	0
6,255	L53434	L	301	310.5	1,408	47	202	0	0	0	0
6,256	L53435	L	301	310.5	1,379	57.3	204	1	0	0	1
6,257	L53436	L	301	310.6	1,493	37.8	206	1	1	0	0
6,258	L53437	L	301.1	310.7	1,376	49.1	0	0	0	0	0
6,259	M21118	M	301.1	310.7	1,583	40.7	2	0	0	0	0
6,260	M21119	M	301.2	310.8	1,396	47.4	5	0	0	0	0
6,261	L53440	L	301.1	310.7	1,436	45.3	8	0	0	0	0
6,262	L53441	L	301.1	310.6	1,417	47.6	10	0	0	0	0
6,263	L53442	L	301	310.6	1,641	33.4	12	0	0	0	0
6,264	M21123	M	301	310.6	1,698	27.3	14	0	0	0	0
6,265	L53444	L	300.9	310.4	1,541	39.1	17	0	0	0	0
6,266	L53445	L	300.8	310.3	1,383	46.6	19	0	0	0	0
6,267	L53446	L	300.8	310.4	1,368	46.8	21	0	0	0	0
6,268	L53447	L	300.8	310.4	1,570	35.2	23	0	0	0	0
6,269	L53448	L	300.9	310.5	1,616	33.5	25	0	0	0	0
6,270	M21129	M	300.9	310.5	1,444	43.2	27	0	0	0	0
6,271	L53450	L	300.9	310.4	2,021	18.8	30	0	0	0	0
6,272	M21131	M	300.9	310.5	1,702	29.3	32	0	0	0	0
6,273	M21132	M	301.1	310.6	1,429	52.7	35	0	0	0	0
6,274	L53453	L	301.2	310.8	1,711	28.9	38	0	0	0	0
6,275	M21134	M	301.2	310.7	1,543	32.9	40	0	0	0	0
6,276	L53455	L	301.3	310.8	1,628	32.2	43	0	0	0	0
6,277	L53456	L	301.2	310.8	1,233	64.6	45	0	0	0	0
6,278	L53457	L	301.2	310.8	1,461	40.6	47	0	0	0	0
6,279	L53458	L	301.2	310.7	1,568	38.3	49	0	0	0	0
6,280	L53459	L	301.3	310.8	1,432	54.4	51	0	0	0	0
6,281	M21140	M	301.2	310.7	1,527	41.1	53	0	0	0	0
6,282	M21141	M	301.3	310.8	1,455	41.2	56	0	0	0	0
6,283	M21142	M	301.3	310.8	1,418	45.4	59	0	0	0	0
6,284	L53463	L	301.3	310.8	1,719	29.5	62	0	0	0	0
6,285	M21144	M	301.2	310.8	1,734	31.3	64	0	0	0	0
6,286	M21145	M	301.2	310.7	1,426	46.1	67	0	0	0	0
6,287	L53466	L	301.1	310.6	1,611	35.2	70	0	0	0	0
6,288	M21147	M	301.1	310.6	1,479	41.1	72	0	0	0	0
6,289	L53468	L	301	310.5	1,317	50.9	75	0	0	0	0
6,290	L53469	L	301	310.5	1,248	61.4	77	0	0	0	0
6,291	L53470	L	301	310.5	1,932	21.7	79	0	0	0	0
6,292	M21151	M	301.1	310.5	1,547	35.8	81	0	0	0	0
6,293	L53472	L	301	310.4	1,614	31.6	84	0	0	0	0
6,294	H35707	H	301	310.4	1,512	44.9	86	0	0	0	0
6,295	L53474	L	301.1	310.5	1,529	38.7	91	0	0	0	0
6,296	H35709	H	301.1	310.6	1,782	24.9	93	0	0	0	0
6,297	L53476	L	301	310.5	1,429	39.4	98	0	0	0	0
6,298	M21157	M	301.1	310.5	1,309	60.7	100	0	0	0	0
6,299	L53478	L	301.1	310.5	1,428	44.1	103	0	0	0	0
6,300	L53479	L	301.2	310.6	1,385	49.2	105	0	0	0	0

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