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
1,973	L49152	L	297.9	307.6	1,612	30.7	134	0	No Failure
7,028	L54207	L	300.6	310.6	1,508	34.8	62	0	No Failure
6,798	M21657	M	301.2	310.7	1,615	34.9	95	0	No Failure
2,295	L49474	L	299.4	308.8	1,627	32.6	124	0	No Failure
6,706	M21565	M	301.5	310.6	1,382	58.1	67	0	No Failure
3,486	L50665	L	301.9	310.8	1,427	47.7	92	0	No Failure
6,245	M21104	M	301	310.4	1,665	30.9	177	0	No Failure
3,870	L51049	L	302.7	311.7	1,480	45.2	8	0	No Failure
2,499	L49678	L	299.1	308.9	1,467	47.2	218	0	No Failure
8,166	L55345	L	299.6	311	1,552	33.2	139	0	No Failure
1,688	L48867	L	297.9	307.3	1,502	36.7	12	0	No Failure
7,420	L54599	L	300.1	311.4	1,572	36.2	199	0	No Failure
1,352	L48531	L	298.7	310.2	1,525	43.7	34	0	No Failure
8,388	L55567	L	298.8	309.9	1,351	47.2	73	0	No Failure
6,622	M21481	M	301.7	310.7	1,861	21.8	84	0	No Failure
6,492	L53671	L	300.8	310	1,468	52.7	178	0	No Failure
4,624	L51803	L	303	311.1	1,525	40.7	179	0	No Failure
9,423	L56602	L	298.1	308.5	1,665	29.6	20	0	No Failure
7,876	L55055	L	300.7	312.3	1,898	24	60	0	No Failure
1,063	L48242	L	296.8	307.9	1,372	49	140	0	No Failure
7,411	L54590	L	299.9	311	1,747	27.6	177	0	No Failure
4,011	M18870	M	302.1	311.1	1,605	37.6	171	0	No Failure
254	L47433	L	298	308.2	1,357	48.2	7	0	No Failure
4,026	H33439	H	302.1	311	1,729	26.1	210	0	No Failure
407	L47586	L	297.4	308.6	1,439	51.9	188	0	No Failure
2,461	L49640	L	299	308.6	1,466	46.4	112	0	No Failure
2,306	H31719	H	299.2	308.5	1,342	47.5	147	0	No Failure
4,546	L51725	L	302.5	310.5	1,463	43	189	0	No Failure
1,590	M16449	M	298.1	308.3	1,453	41.5	204	0	No Failure
3,623	L50802	L	302	311.3	1,509	39.9	25	0	No Failure
3,768	L50947	L	302.3	311.1	1,630	35.6	183	0	No Failure
7,698	L54877	L	300.5	311.4	1,400	45.1	29	0	No Failure
3,212	L50391	L	300.3	309.2	1,462	51.4	48	0	No Failure
7,988	H37401	H	301	312.2	1,489	40.3	117	0	No Failure
4,840	H34253	H	303.4	311.9	1,402	50	54	0	No Failure
3,929	L51108	L	302.6	311.5	1,442	59.8	169	1	Power Failure
4,657	L51836	L	303.1	311.2	1,626	32.3	21	0	No Failure
4,425	M19284	M	302.6	310.2	1,631	31	100	0	No Failure
8,070	M22929	M	300.5	311.9	1,875	22.1	100	0	No Failure
8,168	H37581	H	299.7	311.1	1,353	47.1	143	0	No Failure
3,066	M17925	M	300.1	309.2	1,687	27.7	95	0	random failures
3,379	L50558	L	301.5	310.7	1,568	33.1	38	0	No Failure
9,231	L56410	L	298.2	309.2	1,922	22.6	132	0	No Failure
9,474	L56653	L	298.7	309.5	1,446	40	160	0	No Failure
4,062	L51241	L	301.9	310.8	1,906	21.7	62	0	No Failure
2,098	M16957	M	299.4	309.4	1,326	47.5	35	0	No Failure
8,955	L56134	L	297.3	308	1,447	49	61	0	No Failure
3,062	L50241	L	300.1	309.1	1,353	58.7	86	0	No Failure
8,613	L55792	L	297.5	308.4	1,441	44.5	4	0	No Failure
7,886	L55065	L	300.7	312.3	1,590	36.3	93	0	No Failure
4,069	L51248	L	301.9	310.7	1,405	48.8	78	0	No Failure
2,580	L49759	L	299.3	309.1	1,795	24.7	187	0	No Failure
2,862	L50041	L	300.7	309.5	1,479	43.6	240	0	No Failure
168	H29581	H	298.4	308.3	1,458	42.9	15	0	No Failure
8,976	H38389	H	296.7	307.4	1,661	34.2	109	0	No Failure
4,506	L51685	L	302.4	310.1	1,426	46.8	95	0	No Failure
4,399	M19258	M	302.3	310.1	1,563	37.8	31	0	No Failure
1,273	H30686	H	298	309.4	1,562	38.1	58	0	No Failure
5,093	M19952	M	303.9	313.2	1,608	40.6	79	0	No Failure
3,077	L50256	L	300	309.2	1,444	43.6	123	0	No Failure
3,076	M17935	M	300.1	309.2	1,385	46.1	120	0	No Failure
6,148	M21007	M	301.1	311.1	2,089	19.8	162	0	No Failure
8,295	M23154	M	298.9	310.5	1,525	38.5	27	0	No Failure
139	H29552	H	298.8	308.6	1,449	49.4	150	0	No Failure
8,420	L55599	L	299	310.3	1,431	39.9	157	0	No Failure
540	M15399	M	297.4	309.3	1,775	25.8	91	0	No Failure
4,017	L51196	L	302.1	310.9	1,658	30.3	186	0	No Failure
313	L47492	L	297.9	308.6	1,468	36	168	0	No Failure
9,977	L57156	L	298.6	308.2	1,705	26.3	177	0	No Failure
2,656	M17515	M	299.8	309.4	1,751	27	173	0	No Failure
6,539	L53718	L	301.4	310.7	1,487	44.6	88	0	No Failure
6,381	L53560	L	300.2	309.8	1,430	55	102	0	No Failure
8,504	L55683	L	298.5	309.8	1,468	40.9	157	0	No Failure
2,294	L49473	L	299.5	308.9	1,520	38.3	122	0	No Failure
1,930	M16789	M	298	307.8	1,483	50.9	26	0	No Failure
1,803	H31216	H	298.1	307.6	1,496	44.1	104	0	No Failure
4,935	L52114	L	303.4	312.2	1,580	35.8	90	0	No Failure
9,417	M24276	M	298.1	308.5	1,463	45.9	3	0	No Failure
1,855	M16714	M	297.6	307.2	1,470	42.6	44	0	No Failure
6,657	M21516	M	301.4	310.4	1,553	44.7	173	0	No Failure
9,628	M24487	M	298.9	310	1,487	36.6	129	0	No Failure
5,917	L53096	L	300.6	310.2	1,555	41.9	19	0	No Failure
943	M15802	M	295.7	306.3	1,462	44.3	37	0	No Failure
6,593	M21452	M	301.6	310.7	1,457	47.8	7	0	No Failure
6,662	M21521	M	301.3	310.4	1,501	39.8	187	0	No Failure
8,556	L55735	L	298.2	309	1,596	37.2	87	0	No Failure
7,648	L54827	L	300.4	311.4	1,728	31.7	133	0	No Failure
9,273	L56452	L	298.2	308.6	1,353	54.1	38	0	No Failure
9,761	M24620	M	298.5	309.6	1,509	47.3	2	0	No Failure
3,557	L50736	L	301.9	310.8	1,735	31.5	66	0	No Failure
3,223	M18082	M	300.7	309.7	1,435	44.7	76	0	No Failure
8,709	M23568	M	297.2	308.5	1,364	54	43	0	No Failure
4,275	L51454	L	302.4	310.6	1,445	40.3	162	0	No Failure
8,495	L55674	L	298.3	309.5	1,542	36.7	134	0	No Failure
5,911	M20770	M	300.8	310.3	1,458	43.4	0	0	No Failure
2,009	L49188	L	298.5	308.3	1,811	24.7	27	0	No Failure
1,298	L48477	L	298.8	309.9	1,428	42.4	132	0	No Failure
3,860	L51039	L	302.6	311.5	1,599	37	211	0	No Failure
4,752	L51931	L	303.3	311.4	1,510	37.3	36	0	No Failure
9,951	L57130	L	298.1	307.8	1,413	54.1	113	0	No Failure

Subsets and Splits

No community queries yet

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