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
4,301	M19160	M	301.7	310.1	1,644	34.6	5	0	0	0	0	0
4,302	L51481	L	301.7	310.2	1,471	51.1	8	0	0	0	0	0
4,303	L51482	L	301.7	310.1	2,695	12.6	10	0	0	0	0	0
4,304	L51483	L	301.7	310.2	1,435	48.1	12	0	0	0	0	0
4,305	L51484	L	301.6	310.1	1,694	26.3	14	0	0	0	0	0
4,306	L51485	L	301.6	310.1	1,687	26.6	16	0	0	0	0	0
4,307	L51486	L	301.6	310	1,869	22.9	18	0	0	0	0	0
4,308	L51487	L	301.4	309.9	1,259	63.9	20	1	0	1	0	0
4,309	H33722	H	301.4	309.9	1,460	47.2	22	0	0	0	0	0
4,310	M19169	M	301.3	309.9	1,501	39.5	27	0	0	0	0	0
4,311	L51490	L	301.4	310	1,776	25.6	30	0	0	0	0	0
4,312	M19171	M	301.5	310.1	1,468	40.8	32	0	0	0	0	0
4,313	L51492	L	301.5	310.1	1,430	46.5	35	0	0	0	0	0
4,314	L51493	L	301.4	310.1	1,502	46.6	37	0	0	0	0	0
4,315	H33728	H	301.4	310.1	1,623	32.3	39	0	0	0	0	0
4,316	M19175	M	301.4	310	1,651	29.8	44	0	0	0	0	0
4,317	L51496	L	301.5	310.1	1,639	33.4	47	0	0	0	0	0
4,318	M19177	M	301.5	310	1,417	44.6	49	0	0	0	0	0
4,319	L51498	L	301.5	310.1	1,541	42.2	52	0	0	0	0	0
4,320	M19179	M	301.6	310.2	1,411	45.1	54	0	0	0	0	0
4,321	L51500	L	301.7	310.3	1,397	44.6	57	0	0	0	0	0
4,322	L51501	L	301.7	310.2	1,686	28.9	59	0	0	0	0	0
4,323	M19182	M	301.7	310.1	1,431	44	61	0	0	0	0	0
4,324	L51503	L	301.8	310.3	1,341	50.5	64	1	0	1	0	0
4,325	L51504	L	301.7	310.2	1,486	43	66	0	0	0	0	0
4,326	L51505	L	301.6	310.2	1,384	57.1	68	0	0	0	0	0
4,327	L51506	L	301.6	310.1	1,362	55.8	70	1	0	1	0	0
4,328	H33741	H	301.7	310.1	1,660	29.3	72	0	0	0	0	0
4,329	L51508	L	301.6	310.1	1,326	48.2	77	1	0	1	0	0
4,330	L51509	L	301.6	310	1,566	30.3	79	0	0	0	0	0
4,331	L51510	L	301.5	309.8	1,549	38.5	81	0	0	0	0	0
4,332	M19191	M	301.6	309.9	1,746	31.1	83	0	0	0	0	0
4,333	M19192	M	301.7	309.9	1,452	41.5	86	0	0	0	0	0
4,334	L51513	L	301.6	309.8	1,588	33.9	89	0	0	0	0	0
4,335	L51514	L	301.6	309.8	1,472	42.5	91	0	0	0	0	0
4,336	L51515	L	301.7	309.9	1,607	37.7	93	0	0	0	0	0
4,337	H33750	H	301.6	309.9	1,423	53.6	95	0	0	0	0	0
4,338	L51517	L	301.6	309.9	1,440	43.4	100	0	0	0	0	0
4,339	L51518	L	301.6	309.9	1,397	43.7	102	0	0	0	0	0
4,340	L51519	L	301.7	309.9	1,524	46.6	104	0	0	0	0	0
4,341	M19200	M	301.7	309.9	1,533	40.9	106	0	0	0	0	0
4,342	L51521	L	301.7	309.8	1,398	46	109	0	0	0	0	0
4,343	M19202	M	301.7	309.8	1,284	68.2	111	1	0	1	1	0
4,344	L51523	L	301.7	309.8	1,491	39.3	114	0	0	0	0	0
4,345	H33758	H	301.8	309.9	1,418	51.3	116	0	0	0	0	0
4,346	M19205	M	301.8	309.8	1,546	39.8	121	0	0	0	0	0
4,347	L51526	L	301.8	309.7	1,598	30.4	124	0	0	0	0	0
4,348	H33761	H	301.9	309.8	1,724	27.5	126	0	0	0	0	0
4,349	L51528	L	301.9	309.8	1,507	44.7	131	0	0	0	0	0
4,350	L51529	L	301.9	309.7	1,595	31.4	133	0	0	0	0	0
4,351	M19210	M	301.9	309.7	1,568	37.5	135	0	0	0	0	0
4,352	L51531	L	301.8	309.6	1,432	43.7	138	0	0	0	0	0
4,353	L51532	L	301.9	309.7	1,424	42.8	140	0	0	0	0	0
4,354	M19213	M	302	309.7	1,386	62.7	142	1	0	0	1	0
4,355	L51534	L	302	309.8	1,456	58.1	145	0	0	0	0	0
4,356	H33769	H	302	309.8	1,280	57.3	147	1	0	1	0	0
4,357	L51536	L	302	309.8	1,649	31	152	0	0	0	0	0
4,358	L51537	L	302	309.9	1,407	52.8	154	0	0	0	0	0
4,359	H33772	H	302	309.9	1,606	34.5	156	0	0	0	0	0
4,360	M19219	M	302.1	310	1,531	38	161	0	0	0	0	0
4,361	L51540	L	302.1	310.1	1,543	35.8	164	0	0	0	0	0
4,362	M19221	M	302.1	310.1	1,379	48.2	166	1	0	1	0	0
4,363	L51542	L	302.1	310.1	1,447	46.6	169	0	0	0	0	0
4,364	H33777	H	302.1	310.1	1,844	24.6	171	0	0	0	0	0
4,365	H33778	H	302.1	310.1	1,615	29.9	176	0	0	0	0	0
4,366	L51545	L	302	310	1,449	48.8	181	0	0	0	0	0
4,367	L51546	L	302	309.9	1,388	51.4	183	0	0	0	0	0
4,368	H33781	H	302	309.9	1,447	42.8	185	0	0	0	0	0
4,369	L51548	L	302	310	1,664	28.6	190	0	0	0	0	0
4,370	H33783	H	302	309.9	1,735	27.2	192	0	0	0	0	0
4,371	L51550	L	302	309.9	1,308	57.6	197	1	0	1	0	1
4,372	L51551	L	302	309.8	1,480	40	199	0	0	0	0	0
4,373	M19232	M	301.9	309.6	1,439	41.7	201	0	0	0	0	0
4,374	M19233	M	301.9	309.7	1,533	35.9	204	0	0	0	0	0
4,375	L51554	L	302	309.7	1,551	34.8	207	0	0	0	0	0
4,376	L51555	L	302	309.7	1,414	36.3	209	0	0	0	0	0
4,377	M19236	M	301.9	309.6	1,551	34.6	211	0	0	0	0	0
4,378	M19237	M	301.8	309.6	1,436	49	214	0	0	0	0	0
4,379	M19238	M	301.9	309.6	1,385	45.8	217	0	0	0	0	0
4,380	M19239	M	301.8	309.5	1,732	30.1	220	0	0	0	0	0
4,381	L51560	L	301.9	309.6	1,410	49	223	0	0	0	0	0
4,382	L51561	L	301.9	309.6	1,446	43.2	225	0	0	0	0	0
4,383	L51562	L	301.8	309.5	1,525	39.6	227	0	0	0	0	0
4,384	L51563	L	301.7	309.5	1,298	65.5	229	1	0	1	0	1
4,385	L51564	L	301.8	309.6	1,443	42.7	231	0	0	0	0	0
4,386	L51565	L	301.8	309.7	1,442	45.3	233	1	1	0	0	0
4,387	L51566	L	301.9	309.7	1,719	31.9	0	0	0	0	0	0
4,388	L51567	L	302	309.8	1,532	39.4	2	0	0	0	0	0
4,389	L51568	L	302	309.8	1,701	27.2	4	0	0	0	0	0
4,390	M19249	M	302.1	310	1,355	45.1	6	1	0	1	0	0
4,391	M19250	M	302.2	310.1	1,421	45.4	9	0	0	0	0	0
4,392	M19251	M	302.2	310.1	1,368	51.6	12	1	0	1	0	0
4,393	L51572	L	302.2	310.1	1,458	45.1	15	0	0	0	0	0
4,394	M19253	M	302.2	310.1	1,572	34.6	17	0	0	0	0	0
4,395	L51574	L	302.2	310	1,483	48.7	20	0	0	0	0	0
4,396	L51575	L	302.3	310.1	1,513	40.4	22	0	0	0	0	0
4,397	H33810	H	302.3	310.1	1,383	42.9	24	0	0	0	0	0
4,398	L51577	L	302.4	310.2	1,539	37.7	29	0	0	0	0	0
4,399	M19258	M	302.3	310.1	1,563	37.8	31	0	0	0	0	0
4,400	L51579	L	302.3	310.1	1,653	29.7	34	0	0	0	0	0

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