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
2,030	L49209	L	298.7	308.5	1,668	35.2	77	0	No Failure
8,677	M23536	M	297.3	308.5	1,520	42.4	171	0	No Failure
2,153	M17012	M	299.3	308.8	1,648	28.4	188	0	No Failure
1,391	L48570	L	298.9	310.2	1,409	54.8	140	0	No Failure
9,144	L56323	L	297.6	308.5	1,452	42.6	116	0	No Failure
6,600	L53779	L	301.6	310.7	1,494	39.5	24	0	No Failure
1,723	M16582	M	298.2	307.7	1,952	21.6	93	0	No Failure
2,684	L49863	L	299.8	309.5	1,590	28.5	23	0	No Failure
1,911	H31324	H	298	307.7	1,547	36.8	186	0	No Failure
2,309	L49488	L	299.1	308.5	1,371	55.5	159	0	No Failure
807	M15666	M	297	307.9	1,422	53	115	0	No Failure
8,693	L55872	L	297.1	308.4	1,583	31.9	2	0	No Failure
8,243	M23102	M	299	310.3	1,689	29.7	101	0	No Failure
4,610	L51789	L	303	311.2	1,456	44	142	0	No Failure
8,374	M23233	M	298.7	309.7	1,362	50.5	34	0	No Failure
4,266	L51445	L	302.6	311	1,424	38	144	0	No Failure
4,022	H33435	H	302.1	310.9	1,452	42.5	198	0	No Failure
3,347	L50526	L	301.3	310.7	1,761	24.3	174	0	No Failure
122	L47301	L	298.9	308.7	1,558	41.2	110	0	No Failure
2,603	L49782	L	299.4	309.2	1,427	41.5	29	0	No Failure
3,578	M18437	M	301.6	310.4	1,455	39	118	0	No Failure
9,458	M24317	M	298.5	309.3	1,692	26.7	118	0	No Failure
9,596	H39009	H	299	310.1	1,432	50	45	0	No Failure
5,051	H34464	H	304	313	1,701	30.4	171	0	No Failure
9,876	M24735	M	298.9	309.8	1,363	50.6	115	0	No Failure
4,777	L51956	L	303.5	312.1	1,522	36.4	107	0	No Failure
4,653	L51832	L	303.1	311.2	1,452	52.9	11	0	No Failure
7,092	L54271	L	300.6	310.2	1,318	51	8	0	No Failure
7,021	L54200	L	300.8	310.8	1,460	53.8	41	0	No Failure
9,276	L56455	L	298.2	308.7	1,605	29.4	47	0	No Failure
9,703	L56882	L	298.9	310	1,633	31.2	76	0	No Failure
2,034	H31447	H	298.8	308.5	1,359	47.6	85	0	No Failure
4,297	L51476	L	301.8	310.2	2,825	5.8	215	1	Power Failure
5,879	L53058	L	301.4	311	1,533	45.8	125	0	No Failure
5,037	L52216	L	304	313.2	1,615	37.8	127	0	No Failure
3,554	M18413	M	301.8	310.8	1,618	37.8	59	0	No Failure
2,995	L50174	L	300.5	309.8	1,461	52.5	146	0	No Failure
74	L47253	L	299	309.1	1,592	35	200	0	No Failure
4,560	L51739	L	302.7	310.7	1,433	43.7	13	0	No Failure
1,052	L48231	L	296.6	307.7	1,556	37.7	110	0	No Failure
400	L47579	L	297.4	308.4	1,392	49.7	174	0	No Failure
2,203	M17062	M	299.9	309.2	1,548	35.7	97	0	No Failure
2,328	M17187	M	299.3	308.7	1,420	50.3	208	0	No Failure
2,025	M16884	M	298.7	308.6	1,722	24.7	64	0	No Failure
9,548	L56727	L	299.6	311.1	1,679	30.7	129	0	No Failure
2,718	M17577	M	299.5	309.1	1,422	45.3	103	0	No Failure
5,030	M19889	M	303.9	313.2	1,624	39.8	107	0	No Failure
1,612	M16471	M	297.8	307.9	1,726	27.3	35	0	No Failure
1,395	L48574	L	299.1	310.4	1,527	44	149	0	No Failure
3,536	H32949	H	301.9	311	1,672	29.9	13	0	No Failure
5,688	L52867	L	302.3	311.7	2,170	18.2	91	0	No Failure
8,082	L55261	L	300.2	311.6	1,356	53.5	132	0	No Failure
1,559	M16418	M	298.2	308.3	1,476	43.5	129	0	No Failure
1,312	L48491	L	298.9	310.1	1,587	30.2	162	0	No Failure
4,456	H33869	H	302.4	310.1	1,597	28.9	179	0	No Failure
840	M15699	M	296.5	307.4	1,565	43.5	194	0	No Failure
6,722	L53901	L	301.4	310.7	1,280	61	106	0	No Failure
4,555	L51734	L	302.6	310.5	1,748	28.2	2	0	No Failure
4,907	H34320	H	303.6	312.4	1,436	45.6	9	0	No Failure
248	L47427	L	298	308.2	1,469	45.5	214	0	No Failure
9,646	L56825	L	299.4	310.5	1,749	28.1	179	0	No Failure
3,552	L50731	L	301.9	310.9	1,799	24.2	54	0	No Failure
5,867	L53046	L	301.5	311.1	1,459	45.1	97	0	No Failure
8,381	L55560	L	298.9	310	1,776	25.7	51	0	No Failure
7,605	L54784	L	300.4	311.3	1,639	34.6	24	0	No Failure
5,230	H34643	H	303.9	313.1	1,790	26.7	17	0	No Failure
8,742	L55921	L	297.4	308.8	1,538	41.2	126	0	No Failure
5,797	L52976	L	301.7	311.1	1,399	55.1	156	0	No Failure
6,714	L53893	L	301.3	310.6	1,416	45.2	88	0	No Failure
4,261	H33674	H	302.7	311.1	1,418	43.4	130	0	No Failure
1,154	H30567	H	297	307.9	1,448	45.6	172	0	No Failure
7,980	M22839	M	301.2	312.4	1,428	36.6	99	0	No Failure
4,881	M19740	M	303.8	312.6	1,527	41.9	159	0	No Failure
5,773	L52952	L	301.6	311.3	1,706	29.9	93	0	No Failure
7,474	M22333	M	300.3	311.6	1,304	62.8	118	0	No Failure
3,328	M18187	M	301.5	310.6	2,432	14.2	126	0	No Failure
965	L48144	L	295.7	306.5	1,737	26.2	97	0	No Failure
5,818	L52997	L	301.3	311	1,542	35.1	204	0	No Failure
9,923	H39336	H	298.6	308.8	1,566	39.1	36	0	No Failure
8,525	L55704	L	298.3	309.4	1,468	46.2	10	0	No Failure
3,390	M18249	M	301.5	310.7	1,416	53.2	69	0	No Failure
9,634	H39047	H	299.1	310.1	1,421	41.2	149	0	No Failure
1,867	M16726	M	298.1	307.9	1,662	28.9	76	0	No Failure
2,923	L50102	L	300.8	309.7	1,481	38.1	153	0	No Failure
605	L47784	L	297.9	309.9	1,542	33.8	33	0	No Failure
9,643	L56822	L	299.4	310.5	1,372	46.3	173	0	No Failure
147	H29560	H	298.5	308.4	1,612	36.1	174	0	No Failure
1,499	L48678	L	298	308.8	1,790	27.2	193	0	No Failure
716	L47895	L	297.4	308.6	1,324	59.1	118	0	No Failure
6,581	L53760	L	301.3	310.4	1,507	39.1	194	0	No Failure
355	L47534	L	297.6	308.3	1,658	34.3	59	0	No Failure
8,621	L55800	L	297.6	308.5	1,475	42.4	24	0	No Failure
9,018	M23877	M	297.3	308.1	1,369	52	214	0	No Failure
2,523	M17382	M	298.8	308.7	1,543	38.2	44	0	No Failure
1,472	L48651	L	298.5	309.6	1,421	53.6	122	0	No Failure
2,170	L49349	L	299.5	309.1	1,415	49.2	8	0	No Failure
9,394	H38807	H	297.7	308.2	1,489	43	151	0	No Failure
9,526	L56705	L	299.1	310.3	1,411	42.1	74	0	No Failure
3,297	M18156	M	301.2	310.3	1,379	43.2	56	0	No Failure
4,755	M19614	M	303.3	311.5	1,384	54.8	48	0	No Failure

Subsets and Splits

No community queries yet

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