Split (1)

train · 120k rows

as_of_date stringdate 2024-01-01 00:00:00 2024-12-30 00:00:00	disco stringclasses 10 values	substation_id stringclasses 23 values	equipment_id stringlengths 19 19	equipment_type stringclasses 3 values	health_score float64 12.1 100	failure_probability_30d float64 0 0.9	rul_days int64 7 583	recommended_action stringclasses 4 values	priority stringclasses 3 values
2024-04-11	Enugu	ENG-SS-002	ENG-SS-002-BRE-0200	breaker	72.9	0.225	348	monitor	low
2024-05-16	Eko	EKO-SS-002	EKO-SS-002-BRE-0201	breaker	77.9	0.163	356	monitor	low
2024-10-31	Ibadan	IBD-SS-001	IBD-SS-001-BRE-0202	breaker	83.4	0.186	251	monitor	low
2024-02-23	Abuja	ABJ-SS-003	ABJ-SS-003-TRA-0203	transformer	89.2	0.215	352	monitor	low
2024-08-10	Ikeja	IKJ-SS-003	IKJ-SS-003-BRE-0204	breaker	83.8	0.104	317	monitor	low
2024-08-04	Jos	JOS-SS-001	JOS-SS-001-BRE-0205	breaker	68.1	0.36	228	replace_component	medium
2024-05-07	Enugu	ENG-SS-002	ENG-SS-002-SWI-0206	switchgear	68.1	0.307	229	schedule_service	medium
2024-02-15	Jos	JOS-SS-002	JOS-SS-002-TRA-0207	transformer	87.5	0.08	239	monitor	low
2024-09-01	Kano	KNO-SS-001	KNO-SS-001-SWI-0208	switchgear	65.6	0.343	238	schedule_service	medium
2024-11-20	Port Harcourt	PHC-SS-002	PHC-SS-002-BRE-0209	breaker	79.8	0.13	290	monitor	low
2024-10-16	Ibadan	IBD-SS-003	IBD-SS-003-SWI-0210	switchgear	84.8	0.129	300	monitor	low
2024-12-06	Kano	KNO-SS-002	KNO-SS-002-TRA-0211	transformer	93.8	0	376	monitor	low
2024-04-30	Kaduna	KAD-SS-001	KAD-SS-001-BRE-0212	breaker	95.9	0.005	314	monitor	low
2024-08-11	Jos	JOS-SS-002	JOS-SS-002-BRE-0213	breaker	81.8	0.158	187	monitor	low
2024-07-12	Ibadan	IBD-SS-002	IBD-SS-002-TRA-0214	transformer	76.7	0.312	273	schedule_service	medium
2024-09-18	Ikeja	IKJ-SS-001	IKJ-SS-001-BRE-0215	breaker	84.4	0.201	320	monitor	low
2024-06-04	Kano	KNO-SS-002	KNO-SS-002-TRA-0216	transformer	81.4	0.273	198	monitor	low
2024-06-19	Port Harcourt	PHC-SS-001	PHC-SS-001-SWI-0217	switchgear	95.4	0.077	375	monitor	low
2024-11-07	Kano	KNO-SS-002	KNO-SS-002-BRE-0218	breaker	81.6	0.136	253	monitor	low
2024-05-25	Kano	KNO-SS-002	KNO-SS-002-SWI-0219	switchgear	73.7	0.261	368	monitor	low
2024-04-19	Kaduna	KAD-SS-001	KAD-SS-001-BRE-0220	breaker	59.8	0.365	234	replace_component	medium
2024-01-07	Kaduna	KAD-SS-001	KAD-SS-001-TRA-0221	transformer	80.9	0.228	284	monitor	low
2024-01-15	Jos	JOS-SS-001	JOS-SS-001-SWI-0222	switchgear	89.7	0.055	262	monitor	low
2024-03-09	Jos	JOS-SS-002	JOS-SS-002-SWI-0223	switchgear	87	0.055	268	monitor	low
2024-05-29	Benin	BEN-SS-001	BEN-SS-001-SWI-0224	switchgear	67.8	0.354	335	schedule_service	medium
2024-03-24	Ikeja	IKJ-SS-003	IKJ-SS-003-TRA-0225	transformer	92.3	0.07	243	monitor	low
2024-02-12	Eko	EKO-SS-002	EKO-SS-002-TRA-0226	transformer	45.8	0.58	166	replace_component	medium
2024-03-07	Enugu	ENG-SS-001	ENG-SS-001-TRA-0227	transformer	83.4	0.189	370	monitor	low
2024-08-17	Eko	EKO-SS-001	EKO-SS-001-TRA-0228	transformer	87.7	0.19	263	monitor	low
2024-12-23	Abuja	ABJ-SS-002	ABJ-SS-002-BRE-0229	breaker	40.3	0.644	121	replace_component	high
2024-03-11	Enugu	ENG-SS-002	ENG-SS-002-TRA-0230	transformer	84.8	0.179	337	monitor	low
2024-12-04	Benin	BEN-SS-001	BEN-SS-001-SWI-0231	switchgear	91.6	0.04	290	monitor	low
2024-07-26	Jos	JOS-SS-001	JOS-SS-001-TRA-0232	transformer	56.2	0.403	141	schedule_service	medium
2024-04-30	Jos	JOS-SS-002	JOS-SS-002-BRE-0233	breaker	100	0	366	monitor	low
2024-08-30	Port Harcourt	PHC-SS-002	PHC-SS-002-BRE-0234	breaker	80.6	0.244	293	monitor	low
2024-06-09	Eko	EKO-SS-002	EKO-SS-002-BRE-0235	breaker	49	0.473	150	replace_component	medium
2024-03-15	Enugu	ENG-SS-001	ENG-SS-001-SWI-0236	switchgear	70	0.325	270	replace_component	medium
2024-04-12	Port Harcourt	PHC-SS-002	PHC-SS-002-SWI-0237	switchgear	84.8	0.049	283	monitor	low
2024-01-29	Kaduna	KAD-SS-001	KAD-SS-001-TRA-0238	transformer	69.4	0.306	242	replace_component	medium
2024-11-01	Eko	EKO-SS-001	EKO-SS-001-TRA-0239	transformer	67.8	0.32	315	schedule_service	medium
2024-11-18	Benin	BEN-SS-002	BEN-SS-002-SWI-0240	switchgear	86.3	0.159	350	monitor	low
2024-12-23	Ibadan	IBD-SS-002	IBD-SS-002-TRA-0241	transformer	62.1	0.389	250	replace_component	medium
2024-04-28	Eko	EKO-SS-001	EKO-SS-001-TRA-0242	transformer	70	0.337	245	schedule_service	medium
2024-06-02	Ikeja	IKJ-SS-001	IKJ-SS-001-TRA-0243	transformer	61.5	0.389	294	monitor	medium
2024-07-16	Benin	BEN-SS-001	BEN-SS-001-TRA-0244	transformer	100	0.042	200	monitor	low
2024-10-22	Benin	BEN-SS-001	BEN-SS-001-BRE-0245	breaker	78.4	0.236	403	monitor	low
2024-02-28	Ikeja	IKJ-SS-002	IKJ-SS-002-SWI-0246	switchgear	65.9	0.328	177	schedule_service	medium
2024-07-13	Benin	BEN-SS-002	BEN-SS-002-SWI-0247	switchgear	79.2	0.28	237	monitor	low
2024-08-02	Kaduna	KAD-SS-001	KAD-SS-001-BRE-0248	breaker	90.7	0.092	335	monitor	low
2024-02-25	Kaduna	KAD-SS-002	KAD-SS-002-TRA-0249	transformer	57	0.434	256	replace_component	medium
2024-09-06	Kano	KNO-SS-001	KNO-SS-001-SWI-0250	switchgear	89.9	0.079	402	monitor	low
2024-09-14	Benin	BEN-SS-001	BEN-SS-001-TRA-0251	transformer	100	0.031	327	monitor	low
2024-02-07	Enugu	ENG-SS-001	ENG-SS-001-TRA-0252	transformer	70	0.338	330	monitor	medium
2024-02-24	Jos	JOS-SS-002	JOS-SS-002-TRA-0253	transformer	59.7	0.425	296	schedule_service	medium
2024-09-09	Benin	BEN-SS-001	BEN-SS-001-SWI-0254	switchgear	78.5	0.261	150	monitor	low
2024-03-03	Ibadan	IBD-SS-001	IBD-SS-001-TRA-0255	transformer	90	0.18	285	monitor	low
2024-10-25	Eko	EKO-SS-001	EKO-SS-001-BRE-0256	breaker	80.3	0.206	346	monitor	low
2024-01-21	Jos	JOS-SS-002	JOS-SS-002-SWI-0257	switchgear	81.5	0.193	390	monitor	low
2024-08-10	Abuja	ABJ-SS-003	ABJ-SS-003-TRA-0258	transformer	87.1	0.148	365	monitor	low
2024-04-21	Benin	BEN-SS-001	BEN-SS-001-TRA-0259	transformer	85.5	0.158	382	monitor	low
2024-03-11	Abuja	ABJ-SS-002	ABJ-SS-002-TRA-0260	transformer	64.9	0.395	279	schedule_service	medium
2024-11-03	Enugu	ENG-SS-002	ENG-SS-002-TRA-0261	transformer	86.3	0.133	376	monitor	low
2024-03-05	Ibadan	IBD-SS-001	IBD-SS-001-BRE-0262	breaker	73.6	0.278	240	monitor	low
2024-03-10	Jos	JOS-SS-002	JOS-SS-002-TRA-0263	transformer	60.2	0.359	301	schedule_service	medium
2024-11-28	Kano	KNO-SS-002	KNO-SS-002-TRA-0264	transformer	76.5	0.203	271	monitor	low
2024-09-08	Ikeja	IKJ-SS-001	IKJ-SS-001-TRA-0265	transformer	44	0.554	152	schedule_service	medium
2024-08-27	Jos	JOS-SS-002	JOS-SS-002-TRA-0266	transformer	91.6	0.093	292	monitor	low
2024-05-29	Kaduna	KAD-SS-001	KAD-SS-001-TRA-0267	transformer	100	0	324	monitor	low
2024-01-24	Eko	EKO-SS-001	EKO-SS-001-TRA-0268	transformer	73.5	0.259	345	monitor	low
2024-06-05	Enugu	ENG-SS-001	ENG-SS-001-SWI-0269	switchgear	70.5	0.314	209	monitor	medium
2024-12-13	Jos	JOS-SS-002	JOS-SS-002-TRA-0270	transformer	62.4	0.368	141	schedule_service	medium
2024-01-29	Eko	EKO-SS-001	EKO-SS-001-TRA-0271	transformer	66.8	0.364	219	schedule_service	medium
2024-12-02	Ikeja	IKJ-SS-003	IKJ-SS-003-TRA-0272	transformer	86.8	0.149	278	monitor	low
2024-09-14	Benin	BEN-SS-001	BEN-SS-001-TRA-0273	transformer	84	0.187	334	monitor	low
2024-12-16	Enugu	ENG-SS-001	ENG-SS-001-BRE-0274	breaker	99.2	0	445	monitor	low
2024-05-21	Eko	EKO-SS-001	EKO-SS-001-TRA-0275	transformer	100	0.018	416	monitor	low
2024-08-29	Port Harcourt	PHC-SS-002	PHC-SS-002-SWI-0276	switchgear	100	0	358	monitor	low
2024-05-20	Enugu	ENG-SS-001	ENG-SS-001-TRA-0277	transformer	79.8	0.288	236	monitor	low
2024-06-04	Ikeja	IKJ-SS-003	IKJ-SS-003-SWI-0278	switchgear	88.8	0.173	208	monitor	low
2024-08-10	Kano	KNO-SS-002	KNO-SS-002-BRE-0279	breaker	58.9	0.463	137	monitor	medium
2024-02-06	Abuja	ABJ-SS-002	ABJ-SS-002-BRE-0280	breaker	59.4	0.417	191	schedule_service	medium
2024-07-11	Ikeja	IKJ-SS-002	IKJ-SS-002-BRE-0281	breaker	91.5	0.119	336	monitor	low
2024-08-14	Enugu	ENG-SS-002	ENG-SS-002-BRE-0282	breaker	48.8	0.502	135	schedule_service	medium
2024-09-23	Ibadan	IBD-SS-002	IBD-SS-002-TRA-0283	transformer	58.8	0.41	161	schedule_service	medium
2024-04-21	Benin	BEN-SS-001	BEN-SS-001-TRA-0284	transformer	76.7	0.199	372	monitor	low
2024-02-19	Enugu	ENG-SS-002	ENG-SS-002-SWI-0285	switchgear	90.8	0.065	299	monitor	low
2024-11-20	Enugu	ENG-SS-001	ENG-SS-001-TRA-0286	transformer	82.1	0.16	431	monitor	low
2024-10-29	Benin	BEN-SS-002	BEN-SS-002-BRE-0287	breaker	90.6	0.137	286	monitor	low
2024-04-20	Eko	EKO-SS-001	EKO-SS-001-SWI-0288	switchgear	89.9	0.084	361	monitor	low
2024-12-29	Ikeja	IKJ-SS-002	IKJ-SS-002-TRA-0289	transformer	84.3	0.126	306	monitor	low
2024-09-27	Kaduna	KAD-SS-002	KAD-SS-002-TRA-0290	transformer	81.4	0.23	302	monitor	low
2024-09-30	Kaduna	KAD-SS-001	KAD-SS-001-BRE-0291	breaker	80.7	0.156	259	monitor	low
2024-09-11	Abuja	ABJ-SS-003	ABJ-SS-003-TRA-0292	transformer	51.1	0.486	122	schedule_service	medium
2024-06-20	Ikeja	IKJ-SS-003	IKJ-SS-003-TRA-0293	transformer	96.5	0	342	monitor	low
2024-11-16	Abuja	ABJ-SS-002	ABJ-SS-002-TRA-0294	transformer	80.4	0.299	213	monitor	low
2024-12-05	Abuja	ABJ-SS-002	ABJ-SS-002-TRA-0295	transformer	88.7	0.064	320	monitor	low
2024-02-29	Eko	EKO-SS-001	EKO-SS-001-TRA-0296	transformer	75.7	0.233	241	monitor	low
2024-11-30	Port Harcourt	PHC-SS-002	PHC-SS-002-SWI-0297	switchgear	66.7	0.303	365	schedule_service	medium
2024-08-02	Enugu	ENG-SS-001	ENG-SS-001-TRA-0298	transformer	88.8	0.151	275	monitor	low
2024-08-23	Abuja	ABJ-SS-001	ABJ-SS-001-BRE-0299	breaker	52.1	0.555	268	schedule_service	medium

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