Datasets:

electricsheepafrica
/

nigerian_energy_and_utilities_commercial_industrial_consumption

site_id stringlengths 12 12	site_type stringclasses 2 values	disco stringclasses 10 values	feeder_id stringlengths 17 17	timestamp stringdate 2024-01-01 00:00:00 2024-12-30 23:00:00	active_power_kw float64 1.97 1.29k	reactive_power_kvar float64 0.76 753	pf float64 0.85 0.95	energy_kwh float64 1.97 1.29k	voltage_ll_v float64 360 430	current_a float64 3.37 2.09k
IND-00000000	industrial	Abuja	ABJ-SS-001-FD-083	2024-06-10 05:00:00	404.809	196.058	0.9	404.809	405.5	640.39
IND-00000001	industrial	Kaduna	KAD-SS-001-FD-043	2024-06-09 09:00:00	340.881	112.042	0.95	340.881	387	535.25
IND-00000002	industrial	Kano	KNO-SS-002-FD-013	2024-09-27 04:00:00	34.647	11.388	0.95	34.647	398.3	52.86
COM-00000003	commercial	Jos	JOS-SS-001-FD-057	2024-04-21 16:00:00	58.856	31.767	0.88	58.856	412.8	93.54
COM-00000004	commercial	Kaduna	KAD-SS-002-FD-004	2024-11-10 07:00:00	60.11	25.607	0.92	60.11	420.1	89.79
IND-00000005	industrial	Ibadan	IBD-SS-002-FD-030	2024-10-27 21:00:00	662.296	357.47	0.88	662.296	383.5	1,132.95
IND-00000006	industrial	Kano	KNO-SS-002-FD-026	2024-03-20 17:00:00	497.024	240.72	0.9	497.024	411.3	775.28
COM-00000007	commercial	Jos	JOS-SS-001-FD-044	2024-04-30 21:00:00	48.723	30.196	0.85	48.723	422.8	78.27
COM-00000008	commercial	Kaduna	KAD-SS-002-FD-059	2024-08-25 23:00:00	17.012	7.247	0.92	17.012	413.5	25.82
IND-00000009	industrial	Abuja	ABJ-SS-001-FD-011	2024-08-11 04:00:00	438.17	212.216	0.9	438.17	394.6	712.41
IND-00000010	industrial	Jos	JOS-SS-002-FD-051	2024-01-26 18:00:00	107.594	35.364	0.95	107.594	387.8	168.6
COM-00000011	commercial	Ibadan	IBD-SS-002-FD-117	2024-11-20 19:00:00	13.268	8.223	0.85	13.268	391.8	23
IND-00000012	industrial	Jos	JOS-SS-001-FD-111	2024-01-22 15:00:00	278.893	135.074	0.9	278.893	419.5	426.49
COM-00000013	commercial	Ibadan	IBD-SS-002-FD-078	2024-03-22 09:00:00	59.227	28.685	0.9	59.227	367.7	103.34
IND-00000014	industrial	Abuja	ABJ-SS-003-FD-093	2024-07-21 22:00:00	635.072	307.579	0.9	635.072	403.8	1,009.02
COM-00000015	commercial	Kano	KNO-SS-002-FD-028	2024-03-16 22:00:00	55.075	26.674	0.9	55.075	414.6	85.22
COM-00000016	commercial	Kaduna	KAD-SS-001-FD-034	2024-02-08 22:00:00	51.864	25.119	0.9	51.864	373	89.19
COM-00000017	commercial	Kaduna	KAD-SS-001-FD-046	2024-03-04 17:00:00	39.486	21.312	0.88	39.486	416	62.28
IND-00000018	industrial	Abuja	ABJ-SS-002-FD-101	2024-12-23 03:00:00	309.277	149.79	0.9	309.277	429.9	461.52
COM-00000019	commercial	Ikeja	IKJ-SS-001-FD-070	2024-08-31 05:00:00	23.506	14.568	0.85	23.506	393.4	40.59
IND-00000020	industrial	Kano	KNO-SS-002-FD-018	2024-12-15 06:00:00	428.007	207.293	0.9	428.007	425.8	644.89
COM-00000021	commercial	Ikeja	IKJ-SS-002-FD-045	2024-05-07 18:00:00	56.373	34.937	0.85	56.373	374.9	102.14
COM-00000022	commercial	Port Harcourt	PHC-SS-001-FD-095	2024-03-30 06:00:00	37.636	20.314	0.88	37.636	412.5	59.86
IND-00000023	industrial	Kano	KNO-SS-001-FD-044	2024-10-20 23:00:00	92.769	44.93	0.9	92.769	401.9	148.09
COM-00000024	commercial	Eko	EKO-SS-001-FD-100	2024-12-14 12:00:00	7.191	2.363	0.95	7.191	385.7	11.33
COM-00000025	commercial	Port Harcourt	PHC-SS-001-FD-035	2024-05-20 15:00:00	54.933	29.65	0.88	54.933	377.7	95.42
COM-00000026	commercial	Benin	BEN-SS-001-FD-011	2024-11-03 12:00:00	31.568	13.448	0.92	31.568	388.6	50.98
IND-00000027	industrial	Eko	EKO-SS-001-FD-036	2024-10-30 04:00:00	333.674	142.144	0.92	333.674	403.7	518.66
IND-00000028	industrial	Eko	EKO-SS-001-FD-028	2024-11-14 15:00:00	334.619	207.378	0.85	334.619	421.8	538.8
IND-00000029	industrial	Abuja	ABJ-SS-001-FD-112	2024-08-01 17:00:00	285.819	154.269	0.88	285.819	391.2	479.3
IND-00000030	industrial	Kaduna	KAD-SS-001-FD-016	2024-03-18 18:00:00	269.207	130.383	0.9	269.207	384.6	449.08
IND-00000031	industrial	Kano	KNO-SS-002-FD-056	2024-03-24 03:00:00	239.955	129.514	0.88	239.955	430	366.12
COM-00000032	commercial	Ibadan	IBD-SS-002-FD-035	2024-04-20 04:00:00	16.824	7.167	0.92	16.824	394.9	26.74
COM-00000033	commercial	Kaduna	KAD-SS-002-FD-019	2024-09-01 14:00:00	70.051	29.842	0.92	70.051	408	107.74
COM-00000034	commercial	Enugu	ENG-SS-001-FD-058	2024-05-02 01:00:00	26.325	12.75	0.9	26.325	388.7	43.45
IND-00000035	industrial	Port Harcourt	PHC-SS-002-FD-022	2024-08-15 22:00:00	110.136	46.918	0.92	110.136	391.7	176.45
IND-00000036	industrial	Jos	JOS-SS-001-FD-011	2024-05-09 01:00:00	220.407	106.748	0.9	220.407	393.6	359.27
IND-00000037	industrial	Kano	KNO-SS-002-FD-058	2024-07-10 22:00:00	321.827	105.779	0.95	321.827	404.2	483.85
IND-00000038	industrial	Enugu	ENG-SS-001-FD-049	2024-02-07 02:00:00	248.702	120.452	0.9	248.702	405.1	393.8
COM-00000039	commercial	Abuja	ABJ-SS-001-FD-110	2024-06-15 23:00:00	63.04	30.532	0.9	63.04	404.3	100.03
IND-00000040	industrial	Port Harcourt	PHC-SS-001-FD-097	2024-01-03 02:00:00	435.238	234.917	0.88	435.238	405.3	704.47
IND-00000041	industrial	Kaduna	KAD-SS-001-FD-071	2024-02-06 05:00:00	67.245	28.646	0.92	67.245	382	110.47
COM-00000042	commercial	Enugu	ENG-SS-001-FD-001	2024-05-02 22:00:00	65.881	35.559	0.88	65.881	380.5	113.59
COM-00000043	commercial	Ikeja	IKJ-SS-001-FD-042	2024-10-26 12:00:00	71.259	44.162	0.85	71.259	396.8	121.99
IND-00000044	industrial	Enugu	ENG-SS-002-FD-080	2024-04-29 13:00:00	774.971	330.136	0.92	774.971	395.9	1,228.47
COM-00000045	commercial	Enugu	ENG-SS-002-FD-081	2024-07-01 09:00:00	57.273	35.494	0.85	57.273	398.4	97.65
COM-00000046	commercial	Kano	KNO-SS-001-FD-093	2024-05-17 12:00:00	35.732	17.306	0.9	35.732	401.9	57.03
IND-00000047	industrial	Eko	EKO-SS-001-FD-007	2024-10-05 09:00:00	191.446	103.332	0.88	191.446	366	343.16
COM-00000048	commercial	Ikeja	IKJ-SS-002-FD-043	2024-05-11 16:00:00	47.697	25.744	0.88	47.697	396.6	78.91
COM-00000049	commercial	Jos	JOS-SS-002-FD-114	2024-10-20 04:00:00	3.532	2.189	0.85	3.532	372.7	6.44
IND-00000050	industrial	Benin	BEN-SS-002-FD-034	2024-07-02 18:00:00	1,053.712	448.879	0.92	1,053.712	397.3	1,664.4
COM-00000051	commercial	Jos	JOS-SS-001-FD-043	2024-10-21 21:00:00	10.888	6.748	0.85	10.888	397.2	18.62
IND-00000052	industrial	Eko	EKO-SS-002-FD-097	2024-10-03 07:00:00	393.002	190.34	0.9	393.002	430	586.3
IND-00000053	industrial	Benin	BEN-SS-001-FD-009	2024-08-18 01:00:00	343.363	185.328	0.88	343.363	405.6	555.46
COM-00000054	commercial	Enugu	ENG-SS-001-FD-037	2024-01-28 07:00:00	26.383	11.239	0.92	26.383	391.8	42.26
COM-00000055	commercial	Abuja	ABJ-SS-002-FD-074	2024-07-17 04:00:00	19.026	10.269	0.88	19.026	408.7	30.54
COM-00000056	commercial	Kano	KNO-SS-001-FD-091	2024-12-28 14:00:00	36.752	15.656	0.92	36.752	401.7	57.42
COM-00000057	commercial	Benin	BEN-SS-001-FD-029	2024-04-27 14:00:00	34.994	14.907	0.92	34.994	383.5	57.26
COM-00000058	commercial	Port Harcourt	PHC-SS-002-FD-099	2024-01-05 04:00:00	20.916	10.13	0.9	20.916	416.8	32.19
COM-00000059	commercial	Kaduna	KAD-SS-002-FD-010	2024-06-22 13:00:00	64.395	31.188	0.9	64.395	389.7	105.99
COM-00000060	commercial	Kano	KNO-SS-002-FD-040	2024-04-12 09:00:00	50.089	31.042	0.85	50.089	407.1	83.58
IND-00000061	industrial	Benin	BEN-SS-001-FD-008	2024-11-13 12:00:00	435.583	185.558	0.92	435.583	415.7	657.55
IND-00000062	industrial	Ibadan	IBD-SS-001-FD-065	2024-10-20 23:00:00	307.808	101.172	0.95	307.808	392.2	476.99
COM-00000063	commercial	Kano	KNO-SS-001-FD-076	2024-05-28 13:00:00	26.376	11.236	0.92	26.376	421.3	39.29
IND-00000064	industrial	Benin	BEN-SS-001-FD-079	2024-09-28 18:00:00	496.879	307.938	0.85	496.879	375.5	898.8
COM-00000065	commercial	Ikeja	IKJ-SS-003-FD-053	2024-07-20 02:00:00	5.48	2.958	0.88	5.48	407.4	8.83
COM-00000066	commercial	Enugu	ENG-SS-001-FD-116	2024-07-28 18:00:00	87.947	42.595	0.9	87.947	402.6	140.15
COM-00000067	commercial	Jos	JOS-SS-002-FD-036	2024-01-28 19:00:00	86.45	36.828	0.92	86.45	384.6	141.07
COM-00000068	commercial	Jos	JOS-SS-001-FD-081	2024-08-25 12:00:00	76.413	37.008	0.9	76.413	403.4	121.52
COM-00000069	commercial	Jos	JOS-SS-001-FD-016	2024-06-09 15:00:00	14.137	6.022	0.92	14.137	410.1	21.63
COM-00000070	commercial	Kaduna	KAD-SS-001-FD-001	2024-12-07 10:00:00	21.723	13.462	0.85	21.723	379.6	38.87
IND-00000071	industrial	Enugu	ENG-SS-002-FD-022	2024-05-17 06:00:00	381.905	236.683	0.85	381.905	403.1	643.53
COM-00000072	commercial	Eko	EKO-SS-001-FD-038	2024-02-27 08:00:00	75.897	36.759	0.9	75.897	411.1	118.42
COM-00000073	commercial	Eko	EKO-SS-002-FD-047	2024-06-05 01:00:00	40.731	17.352	0.92	40.731	387.3	66.01
COM-00000074	commercial	Eko	EKO-SS-002-FD-030	2024-03-18 06:00:00	30.827	16.639	0.88	30.827	383.3	52.76
COM-00000075	commercial	Abuja	ABJ-SS-001-FD-030	2024-01-05 12:00:00	28.057	17.388	0.85	28.057	405.9	46.95
COM-00000076	commercial	Ikeja	IKJ-SS-002-FD-021	2024-02-05 17:00:00	6.745	3.64	0.88	6.745	416.3	10.63
COM-00000077	commercial	Ibadan	IBD-SS-002-FD-088	2024-06-19 18:00:00	41.858	22.593	0.88	41.858	392.5	69.96
IND-00000078	industrial	Enugu	ENG-SS-001-FD-071	2024-10-20 20:00:00	411.969	199.526	0.9	411.969	394.2	670.33
COM-00000079	commercial	Benin	BEN-SS-001-FD-009	2024-10-27 19:00:00	14.758	6.287	0.92	14.758	363.2	25.5
IND-00000080	industrial	Abuja	ABJ-SS-003-FD-034	2024-03-23 15:00:00	425.151	205.91	0.9	425.151	414	658.81
COM-00000081	commercial	Benin	BEN-SS-002-FD-116	2024-11-04 11:00:00	56.676	27.449	0.9	56.676	409.8	88.72
IND-00000082	industrial	Ikeja	IKJ-SS-001-FD-051	2024-03-31 23:00:00	444.993	189.566	0.92	444.993	422.4	661.2
IND-00000083	industrial	Jos	JOS-SS-002-FD-119	2024-07-07 19:00:00	609.226	328.825	0.88	609.226	401.5	995.63
IND-00000084	industrial	Benin	BEN-SS-002-FD-071	2024-08-17 02:00:00	128.847	79.852	0.85	128.847	371.1	235.8
IND-00000085	industrial	Benin	BEN-SS-002-FD-020	2024-12-25 13:00:00	808.697	344.503	0.92	808.697	402.9	1,259.63
IND-00000086	industrial	Abuja	ABJ-SS-003-FD-037	2024-07-07 11:00:00	219.975	106.539	0.9	219.975	378.9	372.39
COM-00000087	commercial	Port Harcourt	PHC-SS-002-FD-019	2024-04-25 09:00:00	10.866	5.865	0.88	10.866	409.4	17.41
COM-00000088	commercial	Kaduna	KAD-SS-002-FD-008	2024-01-06 22:00:00	29.945	16.163	0.88	29.945	381.3	51.53
IND-00000089	industrial	Kaduna	KAD-SS-002-FD-075	2024-09-14 17:00:00	178.146	86.28	0.9	178.146	379.2	301.34
COM-00000090	commercial	Port Harcourt	PHC-SS-001-FD-092	2024-01-04 11:00:00	73.578	45.599	0.85	73.578	414.5	120.57
IND-00000091	industrial	Port Harcourt	PHC-SS-002-FD-042	2024-10-05 02:00:00	252.987	83.153	0.95	252.987	392.3	391.94
COM-00000092	commercial	Port Harcourt	PHC-SS-002-FD-074	2024-04-18 02:00:00	3.504	1.697	0.9	3.504	419.7	5.36
COM-00000093	commercial	Enugu	ENG-SS-002-FD-095	2024-01-09 20:00:00	79.367	49.188	0.85	79.367	380	141.87
IND-00000094	industrial	Kaduna	KAD-SS-002-FD-102	2024-11-21 10:00:00	439.544	272.405	0.85	439.544	389.4	766.73
IND-00000095	industrial	Ikeja	IKJ-SS-003-FD-003	2024-06-22 01:00:00	331.992	160.791	0.9	331.992	379.9	560.55
COM-00000096	commercial	Ibadan	IBD-SS-001-FD-078	2024-09-29 08:00:00	77.088	32.84	0.92	77.088	392.8	123.17
IND-00000097	industrial	Ikeja	IKJ-SS-003-FD-110	2024-10-14 11:00:00	446.664	146.811	0.95	446.664	394.6	687.93
COM-00000098	commercial	Port Harcourt	PHC-SS-001-FD-010	2024-02-28 19:00:00	101.223	43.121	0.92	101.223	421.3	150.78
IND-00000099	industrial	Jos	JOS-SS-001-FD-090	2024-09-17 16:00:00	459.928	285.038	0.85	459.928	392.6	795.66

End of preview. Expand in Data Studio

# Nigerian Energy & Utilities – Commercial & Industrial Consumption

3-phase site hourly consumption with PF, reactive power, and current derived from P, V, PF.

- **[category]** Smart Meters & Consumption
- **[rows]** ~220,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | site_id | object | | site_type | object | | disco | object | | feeder_id | object | | timestamp | object | | active_power_kw | float64 | | reactive_power_kvar | float64 | | pf | float64 | | energy_kwh | float64 | | voltage_ll_v | float64 | | current_a | float64 |

## Usage

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

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

Nigeria Energy Sector

Collection

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