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

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 | | voltage_v | float64 | | current_a | float64 | | power_factor | float64 | | tariff_band | object | | prepaid | bool | | price_ngn_kwh | float64 |

## Usage

```python
import pandas as pd
df = pd.read_parquet('data/nigerian_energy_and_utilities_household_smart_meter/nigerian_energy_and_utilities_household_smart_meter.parquet')
df.head()
```

```python
from datasets import load_dataset
ds = load_dataset('electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter')
ds
```

## Notes

- Data generated with Nigeria-specific parameters (DisCos, tariff bands, 50 Hz grid)
- Time-of-use shapes and seasonal/weather effects included where applicable
- Values are internally consistent (e.g., kWh ~ kW*h; voltage/current ~ power)

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Collection including electricsheepafrica/nigerian_energy_and_utilities_household_smart_meter

Nigeria Energy Sector

Collection

A collection of datasets across Nigeria's energy sector. • 35 items • Updated Oct 11, 2025 • 9