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
568	M15427	M	297.7	309.7	1,680	30.2	168	0	No Failure
4,184	L51363	L	302.3	310.7	1,402	50.9	157	0	No Failure
5,208	M20067	M	303.8	312.7	1,488	41.3	175	0	No Failure
8,560	L55739	L	298.3	309	1,519	40	96	0	No Failure
6,106	M20965	M	300.8	310.9	1,522	46.2	56	0	No Failure
7,874	L55053	L	300.7	312.4	1,470	38.6	56	0	No Failure
4,007	L51186	L	302.1	311.2	1,492	45	162	0	No Failure
1,241	L48420	L	297.2	308.6	1,636	31.3	192	0	No Failure
1,903	L49082	L	298	307.6	1,694	29.1	169	0	No Failure
8,652	M23511	M	297.4	308.4	1,564	35	105	0	No Failure
718	L47897	L	297.4	308.7	1,545	36.9	125	0	No Failure
8,510	M23369	M	298.4	309.7	1,870	22.5	170	0	No Failure
3,355	L50534	L	301.6	310.9	1,559	40.2	191	0	No Failure
7,510	L54689	L	300.6	311.9	1,372	60.1	212	1	Overstrain Failure
219	L47398	L	298.3	308.6	1,447	38.1	146	0	No Failure
6,762	L53941	L	301.5	310.9	1,400	50.8	2	0	No Failure
6,006	L53185	L	300.6	310.5	1,570	38.3	14	0	No Failure
5,568	M20427	M	302.5	312	1,445	54.8	0	0	No Failure
7,836	L55015	L	300.1	311.5	1,549	34.7	189	0	No Failure
866	L48045	L	295.9	306.6	1,414	50.2	51	0	No Failure
8,597	L55776	L	297.5	308.2	1,327	56.5	189	0	No Failure
8,775	M23634	M	297.6	308.7	1,408	51.5	4	0	No Failure
1,975	L49154	L	298	307.6	1,450	48.7	138	0	No Failure
9,446	M24305	M	298.2	309	1,446	45.8	80	0	No Failure
6,903	L54082	L	301	311.6	1,461	40.6	154	0	No Failure
4,966	M19825	M	303.8	312.7	1,364	49.3	167	0	No Failure
5,802	L52981	L	301.5	310.8	1,413	44.6	166	0	No Failure
8,117	L55296	L	300.3	311.8	2,004	19.6	12	0	No Failure
6,104	L53283	L	300.8	310.8	1,407	45.1	51	0	No Failure
5,464	L52643	L	302.9	312.4	1,561	34.8	150	0	No Failure
8,743	L55922	L	297.4	308.8	1,467	39	128	0	No Failure
3,902	H33315	H	302.2	311.1	1,553	34.1	89	0	No Failure
2,319	L49498	L	299.2	308.8	1,405	51.4	183	0	No Failure
6,582	L53761	L	301.4	310.4	1,559	36	196	0	No Failure
814	L47993	L	296.8	307.6	1,513	40	130	0	No Failure
8,403	L55582	L	298.5	309.5	1,370	52.4	113	0	No Failure
6,585	L53764	L	301.5	310.5	1,372	44	203	0	No Failure
1,232	M16091	M	297.2	308.5	1,604	40.7	158	0	No Failure
8,635	L55814	L	297.3	308.3	1,411	43.2	63	0	No Failure
4,274	L51453	L	302.6	310.8	1,486	36.4	160	0	No Failure
7,925	H37338	H	300.7	311.9	1,389	46.5	186	0	No Failure
7,053	H36466	H	300.6	310.4	1,510	42.8	124	0	No Failure
707	M15566	M	297.8	309	1,434	43.3	96	0	No Failure
2,610	L49789	L	299.4	309.2	1,621	34.5	48	0	No Failure
4,632	L51811	L	303	311.2	1,383	44.6	198	0	No Failure
3,615	L50794	L	301.8	311	1,606	33.3	4	0	No Failure
485	L47664	L	297.4	309	1,568	33.7	175	0	No Failure
5,589	M20448	M	302.5	311.8	1,566	37.6	54	0	No Failure
2,529	L49708	L	298.8	308.6	1,730	25.9	59	0	No Failure
978	L48157	L	296	306.7	1,917	21	127	0	No Failure
2,877	M17736	M	300.5	309.3	1,578	30.5	34	0	No Failure
7,065	M21924	M	300.8	310.5	1,696	29.7	162	0	No Failure
5,789	L52968	L	301.8	311.5	1,443	43.3	134	0	No Failure
6,824	M21683	M	300.9	310.7	1,268	56.3	161	0	No Failure
8,130	L55309	L	300	311.3	1,520	39.2	43	0	No Failure
3,691	L50870	L	302.1	311.3	1,477	43.6	196	0	No Failure
22	L47201	L	298.8	309.3	1,450	44.8	63	0	No Failure
1,289	M16148	M	298.5	309.6	1,441	48.2	107	0	No Failure
3,259	L50438	L	301.2	309.9	1,643	32.9	171	0	No Failure
3,031	M17890	M	300.4	309.6	1,563	34	6	0	No Failure
1,912	M16771	M	298.1	307.8	1,316	57.2	191	0	No Failure
5,569	L52748	L	302.5	312.1	1,534	38.6	3	0	No Failure
9,475	M24334	M	298.7	309.6	1,455	46.8	162	0	No Failure
6,583	L53762	L	301.5	310.5	1,528	35.7	198	0	No Failure
4,207	M19066	M	302.3	310.8	1,721	28.4	215	0	No Failure
5,209	L52388	L	303.8	312.7	1,664	29.3	178	0	No Failure
7,904	L55083	L	300.8	312.3	1,435	44.8	134	0	No Failure
4,958	M19817	M	303.8	312.6	1,768	23.9	149	0	No Failure
2,652	L49831	L	299.9	309.5	2,008	20.4	165	0	No Failure
4,949	M19808	M	303.8	312.7	1,500	41.7	125	0	No Failure
6,711	L53890	L	301.5	310.7	1,323	49.7	79	0	No Failure
1,740	H31153	H	298.5	307.9	1,260	54.2	141	0	No Failure
6,925	L54104	L	301.2	311.6	1,461	52.9	208	1	Overstrain Failure
1,729	L48908	L	298.3	307.7	1,465	49.4	109	0	No Failure
8,927	M23786	M	297.3	308.3	1,459	59.6	207	1	Power Failure
4,117	M18976	M	302	310.5	1,381	58.4	201	0	No Failure
9,606	M24465	M	298.9	310.1	1,484	37.9	73	0	No Failure
1,101	H30514	H	296.8	307.5	1,695	30	33	0	No Failure
442	H29855	H	297.5	308.5	1,393	46.6	56	0	No Failure
7,073	M21932	M	300.7	310.6	1,439	41.7	184	0	No Failure
7,673	M22532	M	300.5	311.7	2,141	17.2	196	0	No Failure
9,881	L57060	L	298.8	309.8	1,753	27.5	130	0	No Failure
933	L48112	L	295.6	306	1,363	50	14	0	No Failure
266	L47445	L	298	308.1	1,454	37.1	35	0	No Failure
3,635	L50814	L	302.2	311.4	1,499	37.7	55	0	No Failure
3,224	H32637	H	300.6	309.5	1,495	36.5	79	0	No Failure
6,561	L53740	L	301.6	310.8	1,961	21.8	148	0	No Failure
8,864	L56043	L	298	309.2	1,731	28.7	38	0	No Failure
3,008	L50187	L	300.4	309.7	1,314	50.2	179	0	No Failure
1,856	H31269	H	297.7	307.3	1,249	62.8	47	0	No Failure
1,070	M15929	M	296.9	307.8	1,840	24.6	157	0	No Failure
6,678	L53857	L	301.5	310.7	1,435	38.5	224	0	No Failure
7,721	H37134	H	300.5	311.6	1,476	41.7	97	0	No Failure
7,098	M21957	M	300.6	310.2	1,233	52.3	23	0	No Failure
9,515	L56694	L	299	310.1	1,416	45.9	47	0	No Failure
6,851	M21710	M	301	311.2	1,521	35.8	13	0	No Failure
7,328	M22187	M	299.9	310.5	1,576	39.4	183	0	No Failure
3,904	H33317	H	302.2	311.1	1,476	39.6	96	0	No Failure
5,058	L52237	L	303.8	312.9	1,367	49.9	192	0	No Failure
5,070	M19929	M	304.2	313.2	1,380	48.7	17	0	No Failure

Subsets and Splits

No community queries yet

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