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
4,721	M19580	M	303.4	311.7	1,353	44.1	192	1	Heat Dissipation Failure
1,959	H31372	H	297.9	307.7	1,464	43.2	97	0	No Failure
8,837	L56016	L	297.4	308.9	1,708	28.8	174	0	No Failure
9,457	L56636	L	298.5	309.3	1,630	33.3	116	0	No Failure
1,492	M16351	M	298.1	308.9	1,353	46.2	173	0	No Failure
5,059	L52238	L	303.9	312.9	1,526	42.5	194	0	No Failure
134	M14993	M	298.7	308.4	1,430	49.6	135	0	No Failure
2,188	M17047	M	299.8	309.4	1,439	47.4	57	0	No Failure
6,615	L53794	L	301.7	310.6	1,660	28.7	66	0	No Failure
385	L47564	L	297.5	308.5	1,712	26.8	136	0	No Failure
9,177	L56356	L	297.8	308.9	1,518	40.4	2	0	No Failure
8,518	M23377	M	298.3	309.6	1,469	54.8	191	0	No Failure
4,743	L51922	L	303.3	311.3	1,592	33.7	14	0	No Failure
9,576	M24435	M	299.6	310.8	1,603	35.4	202	0	No Failure
2,825	M17684	M	300.3	309.5	1,448	42.4	145	0	No Failure
1,157	H30570	H	297	307.8	1,404	40.7	184	0	No Failure
3,693	L50872	L	302.1	311.3	1,758	24.4	200	0	No Failure
7,078	M21937	M	300.7	310.5	1,594	31	196	0	No Failure
298	L47477	L	298	308.5	1,713	25.3	124	0	No Failure
4,473	L51652	L	302.7	310.6	1,501	48.7	4	0	No Failure
4,792	M19651	M	303.7	312.7	1,469	48.5	147	0	No Failure
5,463	L52642	L	302.9	312.3	1,889	22.8	148	0	No Failure
1,294	H30707	H	298.7	309.8	1,582	33.4	121	0	No Failure
8,362	L55541	L	298.6	309.5	1,450	44.3	7	0	No Failure
4,516	L51695	L	302.5	310.4	1,415	48.2	117	0	No Failure
7,020	L54199	L	300.8	310.8	1,741	27.1	39	0	No Failure
2,638	L49817	L	299.9	309.6	1,294	49.7	126	0	No Failure
9,903	H39316	H	298.7	309.3	1,402	45.3	190	0	No Failure
4,751	M19610	M	303.2	311.2	1,688	31.9	33	0	No Failure
19	H29432	H	298.8	309.2	1,306	54.5	50	0	No Failure
6,422	L53601	L	300.3	309.9	1,527	41.4	2	0	No Failure
5,234	L52413	L	303.6	312.9	1,450	45.3	29	0	No Failure
230	L47409	L	298.3	308.5	1,538	32.2	173	0	No Failure
6,718	M21577	M	301.4	310.6	1,464	48.6	96	0	No Failure
8,977	L56156	L	296.7	307.4	1,535	34.6	114	0	No Failure
7,751	L54930	L	300.4	311.7	1,444	51.2	174	0	No Failure
5,364	L52543	L	303.2	312.5	1,518	39.9	146	0	No Failure
2,425	L49604	L	298.9	308.2	1,828	23.8	26	0	No Failure
3,051	L50230	L	300.2	309.2	1,431	51.3	57	0	No Failure
5,129	L52308	L	304.2	313.4	1,434	42.5	175	0	No Failure
1,571	L48750	L	298.2	308.4	1,452	43.5	158	0	No Failure
4,596	M19455	M	303	311.2	1,460	43.9	103	0	No Failure
890	L48069	L	295.6	306.1	1,389	46.2	113	0	No Failure
913	L48092	L	295.6	306	1,569	40.4	174	0	No Failure
1,082	L48261	L	297	307.8	1,521	40.2	190	0	No Failure
3,230	L50409	L	300.6	309.4	1,442	43.2	96	0	No Failure
2,700	L49879	L	299.9	309.4	1,363	60.9	57	0	No Failure
7,269	L54448	L	300.5	310.6	1,543	36.2	30	0	No Failure
1,921	L49100	L	298.1	307.9	2,161	17.5	5	0	No Failure
7,830	L55009	L	299.8	311.2	1,664	28.3	173	0	No Failure
3,298	L50477	L	301.2	310.3	1,548	38.6	59	0	No Failure
3,806	M18665	M	302.4	311	1,580	36.5	64	0	No Failure
8,528	L55707	L	298.4	309.3	1,531	37.4	16	0	No Failure
9,788	H39201	H	298.6	309.5	1,420	50.4	82	0	No Failure
2,298	L49477	L	299.3	308.7	1,802	26	130	0	No Failure
323	L47502	L	297.8	308.5	1,448	40	192	0	No Failure
3,868	M18727	M	302.7	311.6	2,709	9.7	2	1	Power Failure
5,799	L52978	L	301.5	310.9	1,600	39	160	0	No Failure
4,876	L52055	L	303.7	312.4	1,702	31.2	144	0	No Failure
9,895	L57074	L	298.9	309.5	1,645	31.1	169	0	No Failure
8,209	L55388	L	299.2	310.7	1,477	44	19	0	No Failure
2,416	M17275	M	299.1	308.5	1,587	35.6	2	0	No Failure
5,893	L53072	L	301.4	311.1	1,472	44.5	159	0	No Failure
2,488	H31901	H	298.9	308.6	1,623	31	180	0	No Failure
2,196	L49375	L	299.6	308.9	1,613	30.8	80	0	No Failure
1,218	L48397	L	297	308.1	1,455	43.5	122	0	No Failure
3,759	M18618	M	302.2	311	1,476	47.4	161	0	No Failure
5,192	L52371	L	304	313.2	1,416	46	128	0	No Failure
5,629	L52808	L	302.7	312.1	1,688	32	155	0	No Failure
6,455	L53634	L	300.7	310.1	1,598	32.8	79	0	No Failure
3,335	M18194	M	301.6	310.8	1,548	34.2	143	0	No Failure
9,720	L56899	L	298.9	309.9	1,309	56.2	119	0	No Failure
667	L47846	L	297.5	309	1,470	43.5	191	0	No Failure
3,113	M17972	M	299.8	309.1	1,355	56.7	7	0	No Failure
2,352	L49531	L	299.2	308.4	1,393	48.4	35	0	No Failure
3,327	L50506	L	301.5	310.6	1,962	20.2	124	0	No Failure
7,120	L54299	L	301	310.5	1,378	44.4	83	0	No Failure
6,105	M20964	M	300.8	310.8	1,461	41.3	53	0	No Failure
4,310	M19169	M	301.3	309.9	1,501	39.5	27	0	No Failure
9,352	L56531	L	298.3	308.8	1,645	30.4	33	0	No Failure
4,388	L51567	L	302	309.8	1,532	39.4	2	0	No Failure
6,681	L53860	L	301.5	310.8	1,417	49.7	5	0	No Failure
1,706	M16565	M	298.1	307.8	1,608	32.6	57	0	No Failure
7,638	H37051	H	300.4	311.4	1,445	52.4	105	0	No Failure
500	L47679	L	297.5	309.1	1,515	35.1	213	0	No Failure
8,568	L55747	L	298	308.7	1,511	45.8	114	0	No Failure
6,117	L53296	L	300.8	310.9	1,453	43.9	84	0	No Failure
2,287	M17146	M	299.4	308.7	1,289	60.5	104	0	No Failure
1,736	L48915	L	298.4	308	1,380	47.6	130	0	No Failure
8,983	L56162	L	297	307.7	1,315	60.1	128	0	No Failure
1,365	L48544	L	298.7	310.2	1,566	33.1	68	0	No Failure
441	L47620	L	297.4	308.5	1,389	39.2	54	0	No Failure
2,528	L49707	L	298.8	308.5	1,450	50.8	57	0	No Failure
4,738	M19597	M	303.2	311.5	1,336	58.2	2	1	Heat Dissipation Failure
9,477	M24336	M	298.8	309.6	1,692	31.9	167	0	No Failure
6,066	L53245	L	301	310.9	1,568	38.2	172	0	No Failure
9,944	M24803	M	298.3	308	1,766	26	96	0	No Failure
2,348	L49527	L	299.2	308.3	1,410	43	26	0	No Failure
8,963	L56142	L	297.3	307.9	1,628	30.2	80	0	No Failure
1,013	M15872	M	296.1	307.1	1,433	38.5	14	0	No Failure

Subsets and Splits

No community queries yet

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