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
4,095	L51274	L	302	310.5	1,651	30.9	146	0	No Failure
466	M15325	M	297.3	308.6	1,456	42.9	122	0	No Failure
3,445	L50624	L	301.5	310.6	1,381	50.7	206	0	No Failure
720	L47899	L	297.4	308.8	1,447	58.1	129	0	No Failure
7,312	H36725	H	300	310.5	1,558	36.7	137	0	No Failure
1,974	L49153	L	297.9	307.6	1,747	25.3	136	0	No Failure
3,970	L51149	L	302.3	311.4	1,504	38.7	65	0	No Failure
3,601	L50780	L	301.7	310.5	1,523	34.7	181	0	No Failure
1,865	L49044	L	297.9	307.7	1,546	37.6	72	0	No Failure
5,177	M20036	M	304	313.3	1,844	27.1	88	0	No Failure
8,039	L55218	L	300.7	311.8	1,486	47.3	19	0	No Failure
6,322	L53501	L	300.7	310.2	1,286	64.9	160	0	No Failure
5,232	L52411	L	303.8	313.1	1,458	42.2	25	0	No Failure
2,926	M17785	M	300.7	309.6	1,388	51.1	160	0	No Failure
9,323	M24182	M	298.5	309.3	1,512	38.1	170	0	No Failure
1,603	H31016	H	297.8	307.9	1,600	33.5	13	0	No Failure
8,697	L55876	L	297.2	308.6	1,413	49.8	12	0	No Failure
360	M15219	M	297.6	308.3	1,567	34.6	71	0	No Failure
4,680	L51859	L	303.6	311.8	1,695	30.7	90	0	No Failure
5,554	L52733	L	302.5	311.9	1,306	59.7	172	0	random failures
5,255	L52434	L	303.5	313.1	1,897	23.6	75	0	No Failure
2,418	L49597	L	298.9	308.3	1,576	36.6	7	0	No Failure
5,000	M19859	M	303.7	312.9	1,532	41.3	32	0	No Failure
366	L47545	L	297.6	308.4	1,353	57.5	88	0	No Failure
4,592	H34005	H	302.9	311.2	2,102	17.8	91	0	No Failure
1,709	L48888	L	298.2	307.8	1,627	31.5	64	0	No Failure
5,252	M20111	M	303.4	312.9	1,307	54.3	68	0	No Failure
9,179	L56358	L	297.8	309	1,340	56.9	6	0	No Failure
5,194	H34607	H	304	313.1	1,408	39.8	132	0	No Failure
2,629	H32042	H	299.9	309.6	1,410	51.2	98	0	No Failure
4,373	M19232	M	301.9	309.6	1,439	41.7	201	0	No Failure
8,587	H38000	H	297.3	307.9	1,461	37.5	161	0	No Failure
141	L47320	L	298.8	308.6	1,511	36.1	157	0	No Failure
9,569	L56748	L	299.8	311.1	1,588	38	183	0	No Failure
8,760	M23619	M	297.5	308.7	1,352	53	171	0	No Failure
3,975	L51154	L	302.4	311.5	1,505	37.9	79	0	No Failure
9,766	L56945	L	298.6	309.6	1,472	39.1	14	0	No Failure
2,276	L49455	L	299.3	308.6	1,605	37	78	0	No Failure
8,232	L55411	L	299.1	310.5	1,419	48.8	76	0	No Failure
3,153	M18012	M	300.5	309.8	1,473	42.3	121	0	No Failure
1,461	L48640	L	299	310.3	1,437	47.8	99	0	No Failure
77	L47256	L	298.8	308.9	1,461	47.9	206	0	No Failure
6,453	L53632	L	300.7	310.1	1,376	50.8	75	0	No Failure
9,427	L56606	L	298.1	308.7	1,341	55.7	30	0	No Failure
5,967	L53146	L	300.4	310.8	1,396	49.3	142	0	No Failure
4,652	L51831	L	303.2	311.4	1,349	51.1	9	1	Heat Dissipation Failure
5,339	M20198	M	303.3	312.5	1,674	32.7	76	0	No Failure
3,479	L50658	L	301.8	310.7	1,597	30.8	74	0	No Failure
8,735	L55914	L	297.2	308.6	1,392	41.5	108	0	No Failure
7,682	L54861	L	300.7	311.8	1,443	43.7	217	0	No Failure
5,626	L52805	L	302.7	312.1	1,728	24.4	146	0	No Failure
625	H30038	H	298.3	310.1	1,509	37.6	85	0	No Failure
3,543	L50722	L	301.8	310.9	1,899	24.7	31	0	No Failure
9,851	M24710	M	298.5	309.3	1,498	34.6	46	0	No Failure
9,658	L56837	L	299	310	1,484	39.6	212	0	No Failure
1,361	H30774	H	298.8	310.2	1,707	27.6	56	0	No Failure
4,782	L51961	L	303.7	312.3	1,384	45.9	121	0	No Failure
4,522	L51701	L	302.4	310.4	1,865	23.9	129	0	No Failure
2,441	L49620	L	299.1	308.4	1,426	47.9	67	0	No Failure
5,777	L52956	L	301.6	311.1	1,325	49.2	104	0	No Failure
1,146	L48325	L	297	307.8	1,553	33.3	155	0	No Failure
4,140	H33553	H	301.7	310.2	1,620	30.8	42	0	No Failure
1,077	L48256	L	296.9	307.7	1,653	35.9	177	0	No Failure
4,821	M19680	M	303.6	312.1	1,627	32.5	7	0	No Failure
3,681	L50860	L	302.2	311.5	1,744	31.2	172	0	No Failure
3,277	L50456	L	301.3	310	1,438	40.9	7	0	No Failure
6,974	L54153	L	300.7	311	1,462	41.9	126	0	No Failure
8,443	L55622	L	298.6	310	1,517	39	4	0	No Failure
9,107	L56286	L	297.4	308.3	1,854	21.8	24	0	No Failure
7,249	L54428	L	300	310.1	1,762	28	202	0	No Failure
4,447	L51626	L	302.5	310.3	1,584	35.5	158	0	No Failure
691	H30104	H	297.6	309	1,413	40.2	51	0	No Failure
3,508	M18367	M	301.7	310.8	1,502	34.4	157	0	No Failure
9,528	L56707	L	299.1	310.4	1,550	43.9	79	0	No Failure
5,490	L52669	L	302.6	312.1	1,499	35	215	0	random failures
7,295	L54474	L	300.1	310.6	1,809	24.3	97	0	No Failure
4,493	M19352	M	302.6	310.5	1,420	56.4	57	0	No Failure
3,544	L50723	L	301.8	310.9	1,449	36.5	33	0	No Failure
9,551	M24410	M	299.5	311	1,451	43.3	136	0	No Failure
3,841	L51020	L	302.4	311	1,610	33.1	161	0	No Failure
4,239	M19098	M	302.3	311	1,521	34.8	72	0	No Failure
4,382	L51561	L	301.9	309.6	1,446	43.2	225	0	No Failure
1,210	H30623	H	297	308.1	2,540	13.3	98	0	No Failure
3,399	L50578	L	301.4	310.7	1,675	30.7	92	0	No Failure
7,642	M22501	M	300.4	311.4	1,352	57.3	116	0	No Failure
7,170	L54349	L	300.3	310.2	1,492	52.3	2	0	No Failure
324	L47503	L	297.8	308.5	1,561	46.3	194	0	No Failure
1,933	M16792	M	298.1	308	1,686	29.3	35	0	No Failure
8,747	L55926	L	297.3	308.5	1,528	44.5	140	0	No Failure
3,332	L50511	L	301.7	310.8	1,559	44.5	135	0	No Failure
4,160	M19019	M	302	310.5	1,639	32.9	94	0	No Failure
8,427	L55606	L	299.1	310.5	1,628	35.9	174	0	No Failure
5,302	L52481	L	303.8	313.1	1,309	55.8	193	0	No Failure
9,935	L57114	L	298.3	308.2	1,472	44.3	71	0	No Failure
1,966	L49145	L	297.8	307.5	1,581	33.1	116	0	No Failure
1,091	L48270	L	296.9	307.7	1,464	41.4	6	0	No Failure
1,916	L49095	L	298	307.7	1,492	38.7	202	0	No Failure
9,302	M24161	M	298.1	308.9	1,459	50.3	115	0	No Failure
5,308	L52487	L	304	313.3	1,530	34.8	211	0	No Failure
8,405	L55584	L	298.4	309.5	1,545	36.6	117	0	No Failure

Subsets and Splits

No community queries yet

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