Datasets:

electricsheepafrica
/

nigerian_energy_and_utilities_household_smart_meter

meter_id stringlengths 10 10	disco stringclasses 10 values	feeder_id stringlengths 17 17	timestamp stringdate 2024-01-01 00:00:00 2024-12-30 23:00:00	consumption_kwh float64 0 3.03	voltage_v float64 0.9 245	current_a float64 0 17.5	power_factor float64 0.85 0.95	tariff_band stringclasses 5 values	prepaid bool 2 classes	price_ngn_kwh float64 60 206
SM00000000	Abuja	ABJ-SS-002-FD-075	2024-05-21 11:00:00	1.405	216.1	7.65	0.85	A	false	206
SM00000001	Eko	EKO-SS-001-FD-050	2024-09-20 00:00:00	0.873	233.9	4.39	0.85	E	true	60
SM00000002	Benin	BEN-SS-001-FD-027	2024-07-02 13:00:00	0.864	211.9	4.3	0.95	B	true	150
SM00000003	Enugu	ENG-SS-001-FD-022	2024-11-14 14:00:00	1.019	225.2	5.32	0.85	A	false	206
SM00000004	Kano	KNO-SS-002-FD-068	2024-02-13 14:00:00	0.241	221.5	1.28	0.85	C	true	120
SM00000005	Ikeja	IKJ-SS-002-FD-049	2024-01-02 12:00:00	0.897	229.8	4.11	0.95	C	true	120
SM00000006	Port Harcourt	PHC-SS-001-FD-008	2024-03-25 11:00:00	0	11.8	0	0.9	B	true	150
SM00000007	Jos	JOS-SS-001-FD-016	2024-10-07 12:00:00	0.634	213.3	3.23	0.92	A	true	206
SM00000008	Eko	EKO-SS-002-FD-056	2024-03-14 09:00:00	0.37	220.3	1.77	0.95	A	false	206
SM00000009	Kaduna	KAD-SS-001-FD-051	2024-08-28 21:00:00	1.151	234.9	5.32	0.92	C	true	120
SM00000010	Abuja	ABJ-SS-001-FD-018	2024-03-14 03:00:00	0.425	219.9	2.27	0.85	D	false	90
SM00000011	Kaduna	KAD-SS-001-FD-012	2024-08-17 22:00:00	1.166	221	5.55	0.95	D	true	90
SM00000012	Jos	JOS-SS-001-FD-005	2024-11-30 08:00:00	1.485	235.8	7.41	0.85	B	true	150
SM00000013	Port Harcourt	PHC-SS-002-FD-032	2024-02-18 04:00:00	0.687	236.3	3.06	0.95	E	false	60
SM00000014	Ikeja	IKJ-SS-001-FD-048	2024-06-30 12:00:00	0.485	224.4	2.28	0.95	D	true	90
SM00000015	Eko	EKO-SS-002-FD-072	2024-06-11 13:00:00	1.51	227.9	7.79	0.85	A	true	206
SM00000016	Kano	KNO-SS-002-FD-078	2024-01-01 04:00:00	0.143	223.9	0.73	0.88	B	true	150
SM00000017	Kaduna	KAD-SS-002-FD-033	2024-05-06 13:00:00	1.394	232.2	6.67	0.9	B	true	150
SM00000018	Ikeja	IKJ-SS-003-FD-072	2024-07-28 14:00:00	1.104	245	5.12	0.88	D	false	90
SM00000019	Benin	BEN-SS-002-FD-010	2024-08-16 19:00:00	1.57	225.9	7.9	0.88	C	true	120
SM00000020	Abuja	ABJ-SS-002-FD-042	2024-04-30 05:00:00	0	10.1	0	0.9	C	false	120
SM00000021	Ikeja	IKJ-SS-002-FD-061	2024-06-17 07:00:00	0.332	230.3	1.64	0.88	D	false	90
SM00000022	Ikeja	IKJ-SS-001-FD-069	2024-10-25 18:00:00	1.115	232.4	5.45	0.88	E	false	60
SM00000023	Abuja	ABJ-SS-002-FD-050	2024-01-25 16:00:00	0.461	217.9	2.4	0.88	B	true	150
SM00000024	Eko	EKO-SS-002-FD-078	2024-11-15 03:00:00	0.948	227.2	4.39	0.95	A	true	206
SM00000025	Benin	BEN-SS-002-FD-027	2024-04-10 11:00:00	1.582	221.5	7.52	0.95	E	true	60
SM00000026	Ikeja	IKJ-SS-003-FD-075	2024-01-14 20:00:00	1.881	226.2	9.79	0.85	C	true	120
SM00000027	Jos	JOS-SS-002-FD-070	2024-02-29 07:00:00	0.483	221.3	2.3	0.95	C	false	120
SM00000028	Enugu	ENG-SS-001-FD-011	2024-11-10 08:00:00	0.679	218.3	3.38	0.92	B	false	150
SM00000029	Jos	JOS-SS-001-FD-050	2024-02-05 03:00:00	0.762	218.8	3.96	0.88	E	true	60
SM00000030	Kaduna	KAD-SS-002-FD-072	2024-09-23 14:00:00	1.132	236.8	5.43	0.88	C	true	120
SM00000031	Port Harcourt	PHC-SS-001-FD-038	2024-05-07 21:00:00	1.257	221.5	6.45	0.88	E	true	60
SM00000032	Benin	BEN-SS-001-FD-001	2024-01-07 19:00:00	2.044	231.5	10.03	0.88	C	false	120
SM00000033	Port Harcourt	PHC-SS-002-FD-061	2024-05-27 10:00:00	1.045	224.4	5.29	0.88	A	false	206
SM00000034	Ibadan	IBD-SS-003-FD-035	2024-01-06 09:00:00	0.63	221.2	3.24	0.88	E	true	60
SM00000035	Kano	KNO-SS-002-FD-002	2024-01-07 14:00:00	0.477	234.5	2.39	0.85	B	true	150
SM00000036	Abuja	ABJ-SS-001-FD-046	2024-02-28 12:00:00	1.444	213	7.13	0.95	E	true	60
SM00000037	Eko	EKO-SS-002-FD-075	2024-11-11 15:00:00	0.282	245	1.31	0.88	B	true	150
SM00000038	Jos	JOS-SS-001-FD-002	2024-07-29 02:00:00	0.326	238.1	1.44	0.95	E	true	60
SM00000039	Kaduna	KAD-SS-001-FD-005	2024-07-20 01:00:00	0.887	225.1	4.48	0.88	D	true	90
SM00000040	Ikeja	IKJ-SS-003-FD-060	2024-08-15 17:00:00	1.324	208.3	7.22	0.88	E	true	60
SM00000041	Abuja	ABJ-SS-001-FD-070	2024-01-11 16:00:00	1.376	220.1	7.1	0.88	B	true	150
SM00000042	Eko	EKO-SS-001-FD-007	2024-01-04 10:00:00	1.603	232.1	8.13	0.85	A	false	206
SM00000043	Port Harcourt	PHC-SS-001-FD-058	2024-12-25 05:00:00	0.767	227.8	3.66	0.92	E	true	60
SM00000044	Jos	JOS-SS-001-FD-070	2024-01-27 22:00:00	0.323	224.5	1.69	0.85	D	true	90
SM00000045	Port Harcourt	PHC-SS-001-FD-037	2024-11-18 18:00:00	0.86	204.4	4.43	0.95	A	false	206
SM00000046	Enugu	ENG-SS-001-FD-057	2024-12-29 19:00:00	1.392	213.9	7.66	0.85	B	true	150
SM00000047	Ikeja	IKJ-SS-002-FD-020	2024-12-17 15:00:00	0.328	227.4	1.6	0.9	C	true	120
SM00000048	Port Harcourt	PHC-SS-001-FD-067	2024-07-30 02:00:00	0.839	234.1	4.22	0.85	B	true	150
SM00000049	Ikeja	IKJ-SS-003-FD-011	2024-08-28 23:00:00	0.336	227.9	1.68	0.88	A	true	206
SM00000050	Benin	BEN-SS-001-FD-025	2024-10-02 06:00:00	0.985	232.5	4.71	0.9	D	true	90
SM00000051	Abuja	ABJ-SS-003-FD-057	2024-03-27 05:00:00	0.196	215.1	0.96	0.95	B	true	150
SM00000052	Enugu	ENG-SS-001-FD-023	2024-01-08 20:00:00	1.793	245	7.71	0.95	E	true	60
SM00000053	Abuja	ABJ-SS-002-FD-022	2024-08-24 03:00:00	0.526	239.6	2.58	0.85	A	false	206
SM00000054	Kaduna	KAD-SS-002-FD-063	2024-09-06 23:00:00	0.635	225.6	3.13	0.9	D	false	90
SM00000055	Abuja	ABJ-SS-002-FD-067	2024-11-22 12:00:00	1.414	221	7.27	0.88	E	false	60
SM00000056	Enugu	ENG-SS-001-FD-038	2024-11-11 04:00:00	0.59	214.7	3.06	0.9	E	false	60
SM00000057	Ikeja	IKJ-SS-001-FD-003	2024-07-27 21:00:00	1.629	225.3	7.61	0.95	A	true	206
SM00000058	Jos	JOS-SS-001-FD-003	2024-10-13 11:00:00	0.427	218.8	2.12	0.92	C	false	120
SM00000059	Benin	BEN-SS-001-FD-061	2024-03-29 21:00:00	0.428	235.2	2.07	0.88	E	true	60
SM00000060	Benin	BEN-SS-001-FD-043	2024-02-17 20:00:00	1.612	245	6.92	0.95	A	true	206
SM00000061	Kano	KNO-SS-001-FD-046	2024-09-19 09:00:00	0.282	213	1.51	0.88	A	false	206
SM00000062	Ibadan	IBD-SS-001-FD-031	2024-08-01 03:00:00	0.504	231.1	2.57	0.85	B	false	150
SM00000063	Enugu	ENG-SS-001-FD-025	2024-01-12 14:00:00	0.556	211.8	2.76	0.95	D	false	90
SM00000064	Eko	EKO-SS-001-FD-078	2024-04-20 22:00:00	0.401	221.9	2.05	0.88	D	true	90
SM00000065	Abuja	ABJ-SS-001-FD-040	2024-06-14 20:00:00	0.795	224.4	3.94	0.9	D	true	90
SM00000066	Enugu	ENG-SS-001-FD-056	2024-01-10 11:00:00	0.91	235.1	4.21	0.92	C	true	120
SM00000067	Eko	EKO-SS-002-FD-050	2024-07-04 04:00:00	0.216	211.1	1.16	0.88	C	true	120
SM00000068	Ibadan	IBD-SS-003-FD-054	2024-06-22 08:00:00	0.829	219.9	4.1	0.92	C	true	120
SM00000069	Eko	EKO-SS-002-FD-077	2024-09-29 01:00:00	0.649	214	3.3	0.92	A	true	206
SM00000070	Abuja	ABJ-SS-003-FD-068	2024-04-08 17:00:00	1.849	241.3	8.06	0.95	C	false	120
SM00000071	Benin	BEN-SS-001-FD-070	2024-02-23 12:00:00	1.325	226.4	6.88	0.85	E	true	60
SM00000072	Ibadan	IBD-SS-002-FD-062	2024-12-02 11:00:00	1.072	225.7	5.59	0.85	B	false	150
SM00000073	Eko	EKO-SS-002-FD-014	2024-12-10 18:00:00	0.388	230.1	1.92	0.88	B	true	150
SM00000074	Ibadan	IBD-SS-003-FD-008	2024-08-04 17:00:00	1.616	216.8	8.47	0.88	C	false	120
SM00000075	Kano	KNO-SS-002-FD-023	2024-10-25 05:00:00	0.721	235.2	3.23	0.95	A	true	206
SM00000076	Ibadan	IBD-SS-001-FD-033	2024-07-03 17:00:00	1.562	225.9	7.52	0.92	B	true	150
SM00000077	Kaduna	KAD-SS-001-FD-017	2024-08-07 11:00:00	1.01	223.4	5.32	0.85	A	false	206
SM00000078	Jos	JOS-SS-001-FD-074	2024-06-12 01:00:00	0.622	222	3.11	0.9	A	true	206
SM00000079	Jos	JOS-SS-002-FD-058	2024-05-07 03:00:00	0.579	224.3	2.93	0.88	C	true	120
SM00000080	Kano	KNO-SS-002-FD-026	2024-12-06 13:00:00	1.633	228	8.43	0.85	C	true	120
SM00000081	Kano	KNO-SS-001-FD-018	2024-10-01 20:00:00	1.45	245	6.57	0.9	B	false	150
SM00000082	Eko	EKO-SS-001-FD-004	2024-10-16 19:00:00	1.556	226.1	7.65	0.9	B	true	150
SM00000083	Abuja	ABJ-SS-002-FD-065	2024-01-09 02:00:00	0.369	228.6	1.9	0.85	C	false	120
SM00000084	Benin	BEN-SS-001-FD-005	2024-03-06 10:00:00	0.733	215	4.01	0.85	C	false	120
SM00000085	Eko	EKO-SS-002-FD-027	2024-04-03 03:00:00	0.128	209.7	0.68	0.9	B	false	150
SM00000086	Eko	EKO-SS-002-FD-040	2024-01-05 02:00:00	0.662	219.3	3.55	0.85	C	true	120
SM00000087	Ibadan	IBD-SS-001-FD-045	2024-08-09 10:00:00	0.726	208.6	3.79	0.92	B	true	150
SM00000088	Jos	JOS-SS-001-FD-026	2024-04-25 17:00:00	1.322	227.6	6.31	0.92	D	true	90
SM00000089	Port Harcourt	PHC-SS-002-FD-036	2024-08-28 13:00:00	1.769	209.3	9.18	0.92	B	true	150
SM00000090	Kaduna	KAD-SS-002-FD-018	2024-05-10 05:00:00	0.576	237.8	2.75	0.88	A	true	206
SM00000091	Enugu	ENG-SS-002-FD-069	2024-11-08 17:00:00	1.117	194.2	6.77	0.85	E	false	60
SM00000092	Ibadan	IBD-SS-003-FD-053	2024-01-20 05:00:00	0.42	209.9	2.35	0.85	E	true	60
SM00000093	Benin	BEN-SS-002-FD-044	2024-10-12 19:00:00	2.169	217.6	11.08	0.9	A	false	206
SM00000094	Kano	KNO-SS-001-FD-046	2024-09-15 07:00:00	0.678	214.5	3.32	0.95	A	true	206
SM00000095	Ibadan	IBD-SS-002-FD-020	2024-04-16 07:00:00	1.134	226.4	5.45	0.92	B	true	150
SM00000096	Abuja	ABJ-SS-002-FD-068	2024-04-06 19:00:00	0.391	215.5	2.14	0.85	C	true	120
SM00000097	Eko	EKO-SS-002-FD-025	2024-09-10 23:00:00	0.321	219.3	1.66	0.88	E	true	60
SM00000098	Benin	BEN-SS-001-FD-061	2024-01-27 13:00:00	1.155	211.7	5.93	0.92	B	true	150
SM00000099	Jos	JOS-SS-001-FD-073	2024-04-21 11:00:00	0.899	203.1	4.66	0.95	C	true	120

End of preview. Expand in Data Studio

Nigerian Energy & Utilities – Household Smart Meter | Africa (Electric Sheep Africa metadata inventory)

Size category: 100K<n<1M - Formats: parquet - Sector: energy - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: # Nigerian Energy & Utilities – Household Smart Meter Household hourly smart-meter reads with tariff bands, prepaid/postpaid, outages, and realistic electrical relationships. - [category] Smart Meters & Consumption - [rows] ~200,000 - [formats] CSV + Parquet (snappy) - [geography] Nigeria (DisCos, substations, plants) ## Schema | column | dtype | |---|---| | meter_id | object | | disco | object | | feeder_id | object | | timestamp | object | | consumption_kwh | float64 | |… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter`
Sector	energy
Topic tags	nigeria, energy, utilities, power, grid, smart-meter, renewables
Modalities	`tabular`, `text`
Formats	`parquet`
Size category	`100K<n<1M`
Countries	Nigeria
ISO3 coverage	`NGA`
Last modified on HF	`2025-10-11 18:12:58+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: gpl
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_nigerian_energy_and_utilities_household_smart_meter_2026,
  title        = {Nigerian Energy & Utilities – Household Smart Meter | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter}}
}

License

Released under gpl.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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