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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
5,101	M19960	M	304.2	313.5	1,437	47.2	102	0	0
5,102	M19961	M	304.1	313.4	1,518	42.4	105	0	0
5,103	M19962	M	304.1	313.5	1,587	33.6	108	0	0
5,104	L52283	L	304.1	313.4	1,399	43.7	111	0	0
5,105	L52284	L	304.1	313.5	1,469	44.6	113	0	0
5,106	L52285	L	304.1	313.4	1,374	56.6	115	0	0
5,107	L52286	L	304	313.3	1,519	36.7	117	0	0
5,108	L52287	L	303.9	313.2	1,540	44.4	119	0	0
5,109	L52288	L	303.9	313.3	1,394	51.6	121	0	0
5,110	M19969	M	304	313.4	1,389	45.8	123	0	0
5,111	M19970	M	304	313.5	1,732	26.2	126	0	0
5,112	L52291	L	304.1	313.6	1,556	37.4	129	0	0
5,113	M19972	M	304.1	313.6	1,441	43.7	131	0	0
5,114	L52293	L	304.1	313.6	1,382	46.7	134	0	0
5,115	M19974	M	304.2	313.8	1,481	44.9	136	0	0
5,116	M19975	M	304.2	313.7	2,113	18.4	139	0	0
5,117	L52296	L	304.2	313.8	1,401	53.9	142	0	0
5,118	L52297	L	304.1	313.6	1,611	31.4	144	0	0
5,119	M19978	M	304.2	313.6	1,512	33.4	146	0	0
5,120	L52299	L	304.2	313.6	1,411	46	149	0	0
5,121	M19980	M	304.2	313.6	1,424	43.7	151	0	0
5,122	L52301	L	304.2	313.6	1,469	40	154	0	0
5,123	H34536	H	304.2	313.5	1,684	29.8	156	0	0
5,124	M19983	M	304.2	313.5	1,532	41.3	161	0	0
5,125	M19984	M	304.2	313.5	1,557	37.3	164	0	0
5,126	M19985	M	304.3	313.5	1,416	48.1	167	0	0
5,127	L52306	L	304.3	313.5	1,802	25.4	170	0	0
5,128	M19987	M	304.3	313.5	2,245	15.1	172	0	0
5,129	L52308	L	304.2	313.4	1,434	42.5	175	0	0
5,130	M19989	M	304.1	313.3	1,725	28.3	177	0	0
5,131	L52310	L	304.2	313.3	1,668	35.7	180	0	0
5,132	L52311	L	304.1	313.3	1,452	43.9	182	0	0
5,133	L52312	L	304.1	313.3	1,415	50	184	0	0
5,134	L52313	L	304.1	313.2	1,824	25.8	186	0	0
5,135	L52314	L	304.1	313.3	1,438	45.5	188	0	0
5,136	L52315	L	304.1	313.3	1,883	24.5	190	0	0
5,137	L52316	L	304.2	313.4	1,735	28.9	192	0	0
5,138	L52317	L	304.3	313.5	1,464	36.7	194	0	0
5,139	M19998	M	304.3	313.6	1,489	40.3	196	0	0
5,140	M19999	M	304.4	313.6	1,510	38.9	199	0	0
5,141	M20000	M	304.3	313.6	1,585	32.1	202	0	0
5,142	L52321	L	304.4	313.7	1,509	35	205	1	1
5,143	L52322	L	304.4	313.6	1,568	39.1	0	0	0
5,144	M20003	M	304.3	313.5	1,525	42	2	0	0
5,145	L52324	L	304.4	313.7	1,607	33.5	5	0	0
5,146	L52325	L	304.5	313.7	1,670	32.9	7	0	0
5,147	L52326	L	304.4	313.6	1,585	38.9	9	0	0
5,148	L52327	L	304.4	313.6	1,569	38.4	11	0	0
5,149	L52328	L	304.4	313.6	1,507	43.1	13	0	0
5,150	L52329	L	304.3	313.5	1,452	41.5	15	0	0
5,151	L52330	L	304.3	313.5	1,590	29.8	17	0	0
5,152	L52331	L	304.3	313.6	1,409	56	19	0	0
5,153	L52332	L	304.3	313.5	2,643	12.7	21	0	0
5,154	L52333	L	304.2	313.4	1,644	31.7	23	0	0
5,155	L52334	L	304.2	313.4	1,568	37.6	25	0	0
5,156	H34569	H	304.2	313.3	1,625	37.3	27	0	0
5,157	L52336	L	304.2	313.4	1,482	41.4	32	0	0
5,158	H34571	H	304.1	313.3	1,397	49.6	34	0	0
5,159	L52338	L	304.1	313.3	1,459	50.3	39	0	0
5,160	L52339	L	304.2	313.4	1,490	44	41	0	0
5,161	L52340	L	304.1	313.2	1,434	50.1	43	0	0
5,162	M20021	M	304.1	313.2	2,028	18.9	45	0	0
5,163	L52342	L	304.2	313.3	1,464	45.9	48	0	0
5,164	M20023	M	304.2	313.4	1,713	23.5	50	0	0
5,165	M20024	M	304.3	313.4	1,624	32.1	53	0	0
5,166	L52345	L	304.2	313.4	1,421	43.4	56	0	0
5,167	H34580	H	304.2	313.5	1,546	41.4	58	0	0
5,168	L52347	L	304.2	313.4	1,639	32.7	63	0	0
5,169	H34582	H	304.1	313.4	1,696	29.6	65	0	0
5,170	L52349	L	304.1	313.3	1,470	39.9	70	0	0
5,171	M20030	M	304.1	313.3	1,480	38.4	72	0	0
5,172	M20031	M	304.2	313.4	1,329	54.5	75	0	0
5,173	L52352	L	304.2	313.4	1,740	28.2	78	0	0
5,174	M20033	M	304.2	313.5	1,739	28.1	80	0	0
5,175	M20034	M	304.2	313.5	1,390	47.8	83	0	0
5,176	L52355	L	304.2	313.4	1,740	23.7	86	0	0
5,177	M20036	M	304	313.3	1,844	27.1	88	0	0
5,178	H34591	H	304	313.1	1,388	53.2	91	0	0
5,179	H34592	H	304	313.2	1,517	43.1	96	0	0
5,180	M20039	M	304	313.1	1,450	42.8	101	0	0
5,181	L52360	L	304	313.2	1,584	38.7	104	0	0
5,182	L52361	L	304	313.1	1,720	28.7	106	0	0
5,183	L52362	L	303.9	313.1	1,586	31.9	108	0	0
5,184	M20043	M	303.9	313	1,901	22.5	110	0	0
5,185	L52364	L	304	313	1,397	42.4	113	0	0
5,186	L52365	L	304	313	2,012	21.1	115	0	0
5,187	L52366	L	304	313	2,354	15	117	0	0
5,188	L52367	L	304	313.1	1,648	35.7	119	0	0
5,189	L52368	L	304	313.2	1,632	30.6	121	0	0
5,190	M20049	M	304.1	313.2	1,427	46.9	123	0	0
5,191	L52370	L	304.1	313.2	1,452	48	126	0	0
5,192	L52371	L	304	313.2	1,416	46	128	0	0
5,193	L52372	L	303.9	313.1	1,310	62.9	130	0	0
5,194	H34607	H	304	313.1	1,408	39.8	132	0	0
5,195	M20054	M	303.9	313.1	1,668	34.4	137	0	0
5,196	L52375	L	303.9	313	1,551	36.8	140	0	0
5,197	H34610	H	303.9	313	1,517	36	142	0	0
5,198	H34611	H	303.8	312.9	1,570	35.8	147	0	0
5,199	L52378	L	303.8	312.8	1,428	53.3	152	0	0
5,200	L52379	L	303.8	312.8	1,503	40	154	0	0

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