Datasets:

EddyGiusepe
/

Modified_dataset_for_predictive_maintenance

Dataset card Data Studio Files Files and versions Community

Split (2)

train · 7.5k rows

UDI int64 2 10k	Product ID stringlengths 6 6	Type stringclasses 3 values	Air temperature [K] float64 295 305	Process temperature [K] float64 306 314	Rotational speed [rpm] int64 1.17k 2.89k	Torque [Nm] float64 3.8 76.6	Tool wear [min] int64 0 253	Target int64 0 1	Failure Type stringclasses 6 values
8,615	L55794	L	297.5	308.5	1,691	33.1	9	0	No Failure
2,698	L49877	L	300	309.6	1,618	28.7	53	0	No Failure
4,611	L51790	L	303.1	311.2	1,394	45.3	144	0	No Failure
6,784	L53963	L	301.3	310.8	1,450	46.9	59	0	No Failure
6,872	L54051	L	301	311.3	1,349	47	71	0	No Failure
2,835	L50014	L	300.3	309.1	1,368	46	171	0	No Failure
9,096	L56275	L	297.3	308.1	1,458	45.7	202	0	No Failure
1,524	L48703	L	298.3	309	1,519	36.9	41	0	No Failure
9,089	M23948	M	297.1	307.9	1,662	26.9	183	0	No Failure
782	L47961	L	296.8	308	1,675	29.7	46	0	No Failure
6,621	M21480	M	301.6	310.7	1,791	23.8	81	0	No Failure
7,748	M22607	M	300.5	311.8	1,331	55.3	167	0	No Failure
8,729	M23588	M	297.2	308.7	1,398	38.1	88	0	No Failure
789	M15648	M	296.9	308.1	1,440	46.3	64	0	No Failure
4,477	L51656	L	302.6	310.4	1,415	52.1	12	0	No Failure
5,535	M20394	M	302.3	311.7	1,494	37.1	114	0	No Failure
9,510	M24369	M	299.2	310.4	1,502	39.8	34	0	No Failure
4,961	L52140	L	303.9	312.7	1,339	62.3	156	0	No Failure
1,410	L48589	L	298.9	310.1	1,466	42.5	187	0	No Failure
3,721	M18580	M	302.4	311.4	1,508	41.2	60	0	No Failure
8,453	M23312	M	298.6	310	1,512	37.5	27	0	No Failure
2,310	L49489	L	299.1	308.6	1,611	31.4	161	0	No Failure
6,705	M21564	M	301.5	310.7	1,510	36	64	0	No Failure
8,208	L55387	L	299.2	310.7	1,535	42.6	17	0	No Failure
8,960	L56139	L	297.3	308	1,420	46.5	73	0	No Failure
9,307	M24166	M	298.3	309.2	1,783	28.3	130	0	No Failure
8,372	L55551	L	298.7	309.7	1,881	21.7	29	0	No Failure
507	L47686	L	297.6	309.3	1,543	34.3	8	0	No Failure
3,169	M18028	M	300.4	309.6	1,614	30.3	161	0	No Failure
2,654	L49833	L	299.9	309.5	1,779	26.1	169	0	No Failure
9,941	M24800	M	298.3	308.1	1,722	28.6	89	0	No Failure
3,078	L50257	L	300.1	309.3	1,841	23	125	0	No Failure
6,542	L53721	L	301.4	310.7	1,509	38.3	95	0	No Failure
3,783	L50962	L	302.2	310.8	1,827	23.8	9	0	No Failure
7,025	L54204	L	300.6	310.6	2,127	18.7	53	0	No Failure
3,805	L50984	L	302.3	310.9	1,529	33.4	62	0	No Failure
9,246	L56425	L	298.3	308.9	1,708	27.3	170	0	No Failure
9,344	M24203	M	298.3	308.8	1,391	50.4	13	0	No Failure
5,957	L53136	L	300.7	310.9	1,535	37.1	113	0	No Failure
4,004	L51183	L	302.1	311.2	1,519	39.3	155	0	No Failure
1,628	L48807	L	297.9	307.8	1,499	37.5	78	0	No Failure
8,922	L56101	L	297.1	308.1	1,633	33.3	192	0	No Failure
945	M15804	M	295.7	306.3	1,712	28.5	43	0	No Failure
4,545	L51724	L	302.5	310.4	1,349	55.1	187	1	Heat Dissipation Failure
378	M15237	M	297.4	308.2	1,424	53.9	120	0	No Failure
7,169	L54348	L	300.3	310.3	1,704	29.5	0	0	No Failure
1,665	L48844	L	298.2	308	1,535	38	179	0	No Failure
413	L47592	L	297.5	308.6	1,388	48.2	203	0	No Failure
4,953	M19812	M	303.8	312.7	1,374	53.6	136	0	No Failure
8,346	H37759	H	298.8	309.8	1,490	35.9	171	0	No Failure
2,397	M17256	M	299.1	308.5	1,592	34.2	153	0	No Failure
1,986	L49165	L	298.1	307.7	1,537	40.8	169	0	No Failure
7,394	M22253	M	299.7	310.5	1,594	35.4	134	0	No Failure
5,577	H34990	H	302.4	312	1,457	43.4	23	0	No Failure
7,931	L55110	L	300.6	311.6	1,455	48	203	0	No Failure
4,656	L51835	L	303.1	311.1	1,854	22.6	19	0	No Failure
7,450	L54629	L	300.3	311.8	1,418	45.9	53	0	No Failure
8,503	H37916	H	298.6	309.8	1,279	55.9	152	0	No Failure
1,230	L48409	L	297.1	308.4	1,304	53.5	153	0	No Failure
9,306	H38719	H	298.3	309.1	1,646	30.2	125	0	No Failure
2,773	L49952	L	299.9	309.4	1,467	41.2	20	0	No Failure
5,782	M20641	M	301.7	311.1	1,618	36.7	115	0	No Failure
4,662	L51841	L	303.3	311.3	1,350	48.1	32	1	Heat Dissipation Failure
8,041	L55220	L	300.8	311.9	1,498	39.3	23	0	No Failure
7,509	M22368	M	300.5	311.9	1,730	27.5	209	0	No Failure
5,677	L52856	L	302.3	311.8	1,565	37.8	59	0	No Failure
4,002	H33415	H	302.1	311.2	1,598	37.9	148	0	No Failure
4,089	L51268	L	301.9	310.5	1,477	42.4	128	0	No Failure
342	M15201	M	297.4	308.2	1,530	32.6	22	0	No Failure
4,713	L51892	L	303.4	311.8	1,564	35.9	171	0	No Failure
8,312	M23171	M	298.8	310	1,295	52.7	74	0	No Failure
4,919	L52098	L	303.3	312.2	1,457	40.7	48	0	No Failure
9,858	M24717	M	298.6	309.5	1,366	55	65	0	No Failure
2,497	M17356	M	299.2	308.9	1,573	37.4	212	0	No Failure
6,604	M21463	M	301.5	310.6	1,403	47.4	34	0	No Failure
112	H29525	H	298.7	308.6	1,499	43.5	84	0	No Failure
5,983	L53162	L	300.7	310.8	1,486	37.1	186	0	No Failure
7,947	L55126	L	300.8	311.6	1,516	35.6	14	0	No Failure
4,796	L51975	L	303.6	312.5	1,431	49	162	0	No Failure
3,207	M18066	M	300.1	309	1,612	33	34	0	No Failure
9,073	H38486	H	297.2	308.1	1,770	27.2	140	0	No Failure
118	L47297	L	298.8	308.6	1,599	33	101	0	No Failure
9,581	M24440	M	299.5	310.7	1,423	56.5	7	0	No Failure
6,767	M21626	M	301.4	311	1,427	43.2	13	0	No Failure
2,728	L49907	L	299.7	309.3	1,434	38.5	127	0	No Failure
5,159	L52338	L	304.1	313.3	1,459	50.3	39	0	No Failure
8,329	L55508	L	298.6	309.5	1,325	52.2	127	0	No Failure
3,395	L50574	L	301.5	310.6	1,405	42.3	83	0	No Failure
917	M15776	M	295.3	305.8	1,589	36.2	184	0	No Failure
9,642	L56821	L	299.3	310.4	1,365	53.9	171	0	No Failure
2,405	M17264	M	299.1	308.7	2,008	20.3	178	0	No Failure
1,670	L48849	L	298.2	307.9	1,544	31.4	192	0	No Failure
8,228	M23087	M	299.1	310.4	1,524	51.4	66	0	No Failure
2,614	M17473	M	299.3	309.1	1,571	38.3	59	0	No Failure
252	M15111	M	298	308.2	1,466	42.6	2	0	No Failure
8,755	L55934	L	297.4	308.6	1,635	30.5	159	0	No Failure
3,594	M18453	M	301.6	310.4	1,377	44.9	161	0	No Failure
1,555	M16414	M	298.4	308.7	1,584	31.7	117	0	No Failure
2,334	L49513	L	299.2	308.5	1,445	45.2	222	0	No Failure
1,568	L48747	L	298.1	308.2	1,521	39.3	151	0	No Failure

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.