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
2024-05-08	Ikeja	IKJ-SS-001	IKJ-SS-001-TRA-4900	transformer	79.9	0.147	258	monitor	low
2024-12-02	Ibadan	IBD-SS-003	IBD-SS-003-BRE-4901	breaker	85.8	0.106	292	monitor	low
2024-06-19	Jos	JOS-SS-001	JOS-SS-001-SWI-4902	switchgear	82.1	0.175	278	monitor	low
2024-12-23	Kano	KNO-SS-002	KNO-SS-002-TRA-4903	transformer	73.9	0.28	226	monitor	low
2024-11-26	Port Harcourt	PHC-SS-002	PHC-SS-002-TRA-4904	transformer	62.7	0.298	213	monitor	low
2024-11-18	Kano	KNO-SS-001	KNO-SS-001-TRA-4905	transformer	76.4	0.154	276	monitor	low
2024-06-11	Port Harcourt	PHC-SS-002	PHC-SS-002-TRA-4906	transformer	62.9	0.395	150	schedule_service	medium
2024-01-07	Kaduna	KAD-SS-001	KAD-SS-001-TRA-4907	transformer	71.8	0.23	280	monitor	low
2024-07-07	Ibadan	IBD-SS-001	IBD-SS-001-TRA-4908	transformer	88.7	0.15	272	monitor	low
2024-10-09	Port Harcourt	PHC-SS-001	PHC-SS-001-TRA-4909	transformer	71.9	0.264	195	monitor	low
2024-01-12	Enugu	ENG-SS-001	ENG-SS-001-BRE-4910	breaker	90.6	0.115	405	monitor	low
2024-02-10	Enugu	ENG-SS-002	ENG-SS-002-TRA-4911	transformer	71.9	0.277	237	monitor	low
2024-05-22	Jos	JOS-SS-002	JOS-SS-002-BRE-4912	breaker	72.2	0.196	314	monitor	low
2024-06-10	Kaduna	KAD-SS-001	KAD-SS-001-TRA-4913	transformer	88.4	0.086	245	monitor	low
2024-05-02	Jos	JOS-SS-001	JOS-SS-001-BRE-4914	breaker	80.7	0.24	286	monitor	low
2024-11-18	Benin	BEN-SS-002	BEN-SS-002-BRE-4915	breaker	76.8	0.198	214	monitor	low
2024-07-25	Ikeja	IKJ-SS-001	IKJ-SS-001-TRA-4916	transformer	60.1	0.423	186	schedule_service	medium
2024-06-10	Port Harcourt	PHC-SS-002	PHC-SS-002-TRA-4917	transformer	71.1	0.195	291	monitor	low
2024-08-01	Benin	BEN-SS-001	BEN-SS-001-BRE-4918	breaker	89.2	0.087	271	monitor	low
2024-04-28	Kano	KNO-SS-001	KNO-SS-001-BRE-4919	breaker	89.9	0.192	326	monitor	low
2024-12-13	Enugu	ENG-SS-001	ENG-SS-001-SWI-4920	switchgear	79.8	0.157	372	monitor	low
2024-05-28	Ikeja	IKJ-SS-002	IKJ-SS-002-TRA-4921	transformer	71.9	0.252	226	monitor	low
2024-07-19	Kaduna	KAD-SS-001	KAD-SS-001-TRA-4922	transformer	70.5	0.34	200	schedule_service	medium
2024-07-28	Enugu	ENG-SS-002	ENG-SS-002-BRE-4923	breaker	60.4	0.461	332	schedule_service	medium
2024-06-19	Benin	BEN-SS-002	BEN-SS-002-BRE-4924	breaker	72.9	0.248	259	monitor	low
2024-07-13	Ibadan	IBD-SS-003	IBD-SS-003-TRA-4925	transformer	77.2	0.252	277	monitor	low
2024-01-14	Benin	BEN-SS-001	BEN-SS-001-BRE-4926	breaker	100	0	374	monitor	low
2024-10-05	Enugu	ENG-SS-001	ENG-SS-001-SWI-4927	switchgear	67.1	0.363	203	schedule_service	medium
2024-09-26	Ibadan	IBD-SS-002	IBD-SS-002-SWI-4928	switchgear	87.7	0.159	220	monitor	low
2024-09-05	Ikeja	IKJ-SS-002	IKJ-SS-002-TRA-4929	transformer	88.7	0.127	370	monitor	low
2024-04-27	Eko	EKO-SS-001	EKO-SS-001-TRA-4930	transformer	65.7	0.374	268	schedule_service	medium
2024-04-07	Eko	EKO-SS-002	EKO-SS-002-TRA-4931	transformer	67.6	0.31	318	schedule_service	medium
2024-05-11	Abuja	ABJ-SS-001	ABJ-SS-001-BRE-4932	breaker	58.7	0.369	326	schedule_service	medium
2024-05-20	Ikeja	IKJ-SS-003	IKJ-SS-003-TRA-4933	transformer	88	0.052	420	monitor	low
2024-05-15	Benin	BEN-SS-001	BEN-SS-001-TRA-4934	transformer	100	0	354	monitor	low
2024-05-07	Eko	EKO-SS-001	EKO-SS-001-TRA-4935	transformer	79.9	0.278	163	monitor	low
2024-11-07	Ibadan	IBD-SS-003	IBD-SS-003-TRA-4936	transformer	83.5	0.192	195	monitor	low
2024-07-09	Eko	EKO-SS-002	EKO-SS-002-TRA-4937	transformer	53.2	0.466	197	monitor	medium
2024-05-07	Abuja	ABJ-SS-003	ABJ-SS-003-BRE-4938	breaker	77.1	0.204	357	monitor	low
2024-05-02	Enugu	ENG-SS-001	ENG-SS-001-BRE-4939	breaker	75.7	0.196	315	monitor	low
2024-09-24	Ikeja	IKJ-SS-002	IKJ-SS-002-TRA-4940	transformer	87.8	0.24	300	monitor	low
2024-08-09	Jos	JOS-SS-001	JOS-SS-001-TRA-4941	transformer	87	0.185	232	monitor	low
2024-05-30	Kano	KNO-SS-001	KNO-SS-001-TRA-4942	transformer	94.3	0	419	monitor	low
2024-08-20	Abuja	ABJ-SS-003	ABJ-SS-003-TRA-4943	transformer	80.5	0.181	292	monitor	low
2024-05-29	Ikeja	IKJ-SS-001	IKJ-SS-001-TRA-4944	transformer	82.7	0.193	217	monitor	low
2024-11-11	Kaduna	KAD-SS-002	KAD-SS-002-TRA-4945	transformer	75.9	0.33	341	schedule_service	medium
2024-03-21	Ikeja	IKJ-SS-002	IKJ-SS-002-BRE-4946	breaker	44.5	0.528	186	replace_component	medium
2024-12-04	Kano	KNO-SS-002	KNO-SS-002-TRA-4947	transformer	71	0.382	234	schedule_service	medium
2024-05-15	Ibadan	IBD-SS-001	IBD-SS-001-TRA-4948	transformer	53.6	0.443	177	monitor	medium
2024-09-16	Jos	JOS-SS-002	JOS-SS-002-TRA-4949	transformer	75.6	0.181	333	monitor	low
2024-04-02	Port Harcourt	PHC-SS-001	PHC-SS-001-TRA-4950	transformer	56.9	0.389	210	schedule_service	medium
2024-11-10	Ibadan	IBD-SS-002	IBD-SS-002-BRE-4951	breaker	100	0.006	395	monitor	low
2024-11-25	Kano	KNO-SS-002	KNO-SS-002-BRE-4952	breaker	77.7	0.166	252	monitor	low
2024-03-03	Kano	KNO-SS-001	KNO-SS-001-TRA-4953	transformer	65.8	0.344	146	monitor	medium
2024-08-04	Benin	BEN-SS-002	BEN-SS-002-TRA-4954	transformer	79	0.24	222	monitor	low
2024-07-11	Kano	KNO-SS-002	KNO-SS-002-TRA-4955	transformer	87.4	0.202	288	monitor	low
2024-12-03	Port Harcourt	PHC-SS-001	PHC-SS-001-TRA-4956	transformer	100	0	370	monitor	low
2024-08-28	Enugu	ENG-SS-001	ENG-SS-001-BRE-4957	breaker	80.1	0.241	249	monitor	low
2024-04-03	Abuja	ABJ-SS-003	ABJ-SS-003-SWI-4958	switchgear	100	0	336	monitor	low
2024-12-12	Port Harcourt	PHC-SS-002	PHC-SS-002-BRE-4959	breaker	83.5	0.168	273	monitor	low
2024-05-14	Enugu	ENG-SS-001	ENG-SS-001-TRA-4960	transformer	87.9	0.067	336	monitor	low
2024-03-04	Enugu	ENG-SS-001	ENG-SS-001-BRE-4961	breaker	90.6	0.109	310	monitor	low
2024-04-17	Jos	JOS-SS-001	JOS-SS-001-TRA-4962	transformer	94.9	0.123	379	monitor	low
2024-03-04	Benin	BEN-SS-001	BEN-SS-001-TRA-4963	transformer	74.4	0.295	168	monitor	low
2024-12-25	Port Harcourt	PHC-SS-001	PHC-SS-001-TRA-4964	transformer	93.7	0.064	348	monitor	low
2024-05-12	Abuja	ABJ-SS-003	ABJ-SS-003-TRA-4965	transformer	81.3	0.188	272	monitor	low
2024-06-13	Enugu	ENG-SS-001	ENG-SS-001-TRA-4966	transformer	99.5	0.016	342	monitor	low
2024-10-27	Enugu	ENG-SS-002	ENG-SS-002-BRE-4967	breaker	79.2	0.318	264	replace_component	medium
2024-05-17	Eko	EKO-SS-002	EKO-SS-002-TRA-4968	transformer	100	0	250	monitor	low
2024-12-07	Jos	JOS-SS-001	JOS-SS-001-TRA-4969	transformer	66.3	0.342	239	replace_component	medium
2024-11-01	Abuja	ABJ-SS-001	ABJ-SS-001-BRE-4970	breaker	81.6	0.174	391	monitor	low
2024-01-18	Benin	BEN-SS-001	BEN-SS-001-SWI-4971	switchgear	75.7	0.267	389	monitor	low
2024-12-13	Kano	KNO-SS-002	KNO-SS-002-BRE-4972	breaker	91	0	314	monitor	low
2024-02-01	Eko	EKO-SS-001	EKO-SS-001-TRA-4973	transformer	79	0.199	407	monitor	low
2024-03-08	Enugu	ENG-SS-002	ENG-SS-002-SWI-4974	switchgear	91.7	0.045	243	monitor	low
2024-02-21	Eko	EKO-SS-001	EKO-SS-001-TRA-4975	transformer	93.1	0.069	463	monitor	low
2024-12-15	Kano	KNO-SS-002	KNO-SS-002-TRA-4976	transformer	62.5	0.372	249	schedule_service	medium
2024-12-11	Kano	KNO-SS-001	KNO-SS-001-TRA-4977	transformer	50.4	0.465	214	schedule_service	medium
2024-01-14	Jos	JOS-SS-001	JOS-SS-001-SWI-4978	switchgear	80.1	0.279	289	monitor	low
2024-08-30	Enugu	ENG-SS-002	ENG-SS-002-TRA-4979	transformer	36.1	0.625	102	replace_component	high
2024-03-22	Eko	EKO-SS-001	EKO-SS-001-TRA-4980	transformer	88.7	0.083	302	monitor	low
2024-08-07	Enugu	ENG-SS-002	ENG-SS-002-BRE-4981	breaker	78.3	0.246	205	monitor	low
2024-07-07	Enugu	ENG-SS-002	ENG-SS-002-BRE-4982	breaker	100	0.021	337	monitor	low
2024-06-16	Benin	BEN-SS-002	BEN-SS-002-TRA-4983	transformer	83.2	0.225	258	monitor	low
2024-03-30	Port Harcourt	PHC-SS-001	PHC-SS-001-TRA-4984	transformer	55.6	0.464	100	monitor	medium
2024-06-05	Jos	JOS-SS-002	JOS-SS-002-TRA-4985	transformer	54.2	0.437	256	monitor	medium
2024-05-19	Abuja	ABJ-SS-002	ABJ-SS-002-BRE-4986	breaker	81.2	0.063	441	monitor	low
2024-02-21	Ibadan	IBD-SS-003	IBD-SS-003-TRA-4987	transformer	70.4	0.211	216	monitor	low
2024-05-16	Enugu	ENG-SS-002	ENG-SS-002-TRA-4988	transformer	74.1	0.274	274	monitor	low
2024-06-04	Abuja	ABJ-SS-001	ABJ-SS-001-TRA-4989	transformer	69.7	0.349	175	monitor	medium
2024-12-20	Ikeja	IKJ-SS-003	IKJ-SS-003-TRA-4990	transformer	74.8	0.298	267	monitor	low
2024-02-17	Ikeja	IKJ-SS-002	IKJ-SS-002-BRE-4991	breaker	90.4	0.046	421	monitor	low
2024-07-12	Benin	BEN-SS-002	BEN-SS-002-TRA-4992	transformer	95.7	0.02	358	monitor	low
2024-05-01	Kano	KNO-SS-001	KNO-SS-001-TRA-4993	transformer	88.8	0.092	340	monitor	low
2024-12-21	Kano	KNO-SS-001	KNO-SS-001-TRA-4994	transformer	53.4	0.491	210	schedule_service	medium
2024-02-05	Port Harcourt	PHC-SS-001	PHC-SS-001-BRE-4995	breaker	80	0.27	323	monitor	low
2024-05-21	Jos	JOS-SS-002	JOS-SS-002-TRA-4996	transformer	82.7	0.231	180	monitor	low
2024-01-28	Kaduna	KAD-SS-002	KAD-SS-002-TRA-4997	transformer	60.5	0.374	204	monitor	medium
2024-07-08	Kano	KNO-SS-001	KNO-SS-001-BRE-4998	breaker	66.9	0.321	264	schedule_service	medium
2024-11-21	Enugu	ENG-SS-001	ENG-SS-001-TRA-4999	transformer	67.6	0.336	315	schedule_service	medium

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