Datasets:

electricsheepafrica
/

nigerian_energy_and_utilities_grid_load

timestamp stringdate 2024-01-01 00:00:06 2024-12-30 23:59:47	disco stringclasses 10 values	substation_id stringclasses 23 values	voltage_level_kv int64 11 330	load_mw float64 5.5 546	forecast_mw float64 5.43 557	temp_c float64 15.5 42.6	humidity float64 30 99	frequency_hz float64 49.9 50.1	source stringclasses 1 value
2024-08-10 20:36:05	Ikeja	IKJ-SS-001	11	46.653	44.83	28.55	79.4	50.004	synthetic_nigeria_grid
2024-10-31 23:16:51	Kano	KNO-SS-001	11	23.411	23.458	20.14	78.8	50.034	synthetic_nigeria_grid
2024-05-30 01:20:18	Port Harcourt	PHC-SS-001	33	35.553	35.5	26.34	60.4	49.994	synthetic_nigeria_grid
2024-08-12 07:48:21	Port Harcourt	PHC-SS-001	33	51.459	52.28	32.61	65.7	50.011	synthetic_nigeria_grid
2024-12-26 17:28:51	Abuja	ABJ-SS-003	132	190.266	185.621	31.86	65.9	50.018	synthetic_nigeria_grid
2024-06-30 19:07:47	Eko	EKO-SS-002	132	216.492	221.319	24.5	61.8	50.016	synthetic_nigeria_grid
2024-06-16 02:43:49	Kaduna	KAD-SS-002	11	13.798	13.89	35.8	72.2	50.02	synthetic_nigeria_grid
2024-09-28 09:38:17	Eko	EKO-SS-002	330	316.577	312.11	31.59	55.4	49.981	synthetic_nigeria_grid
2024-07-09 05:28:02	Abuja	ABJ-SS-001	132	89.753	88.852	24.34	79.7	50.005	synthetic_nigeria_grid
2024-03-16 13:05:56	Kano	KNO-SS-001	33	42.824	43.926	30.94	66.5	49.994	synthetic_nigeria_grid
2024-05-12 21:55:06	Port Harcourt	PHC-SS-001	11	34.995	35.72	25.37	75	49.987	synthetic_nigeria_grid
2024-07-02 09:21:01	Abuja	ABJ-SS-002	11	36.206	35.812	30.39	74.6	49.989	synthetic_nigeria_grid
2024-09-26 03:48:12	Enugu	ENG-SS-002	11	16.46	16.681	27.78	70.1	50.02	synthetic_nigeria_grid
2024-12-15 04:18:45	Jos	JOS-SS-002	33	14.469	13.895	26.65	53.1	49.97	synthetic_nigeria_grid
2024-06-29 04:56:09	Benin	BEN-SS-002	11	13.284	13.578	29.99	83	49.972	synthetic_nigeria_grid
2024-02-08 12:54:51	Ikeja	IKJ-SS-003	33	70.418	71.336	24.6	78.4	50.007	synthetic_nigeria_grid
2024-03-19 17:42:27	Abuja	ABJ-SS-001	132	195.729	195.857	31.77	64.7	50.048	synthetic_nigeria_grid
2024-12-03 02:59:55	Abuja	ABJ-SS-001	33	35.578	36.469	23.24	72.2	50.011	synthetic_nigeria_grid
2024-11-05 03:37:24	Jos	JOS-SS-002	132	44.583	42.742	28.78	60.7	50.019	synthetic_nigeria_grid
2024-03-11 18:23:07	Jos	JOS-SS-002	330	264.833	280.697	31.81	73.1	50.087	synthetic_nigeria_grid
2024-12-02 02:11:08	Benin	BEN-SS-002	11	12.359	12.205	27.73	72.7	49.982	synthetic_nigeria_grid
2024-11-21 08:54:51	Ibadan	IBD-SS-003	330	262.967	249.755	32.87	68.4	49.985	synthetic_nigeria_grid
2024-11-22 01:06:56	Eko	EKO-SS-001	33	41.957	41.328	31.35	71.3	49.964	synthetic_nigeria_grid
2024-09-29 11:08:19	Ibadan	IBD-SS-003	330	287.4	279.615	30.92	61.8	50.028	synthetic_nigeria_grid
2024-05-25 06:06:54	Eko	EKO-SS-001	33	48.562	47.899	28.6	63.5	49.963	synthetic_nigeria_grid
2024-11-11 12:03:14	Benin	BEN-SS-001	11	28.677	28.923	34.86	71.6	50.039	synthetic_nigeria_grid
2024-02-15 21:39:58	Jos	JOS-SS-001	11	27.425	27.576	30.84	74.3	49.963	synthetic_nigeria_grid
2024-04-08 20:20:16	Enugu	ENG-SS-001	33	65.788	68.672	26.48	68.2	49.967	synthetic_nigeria_grid
2024-05-15 18:29:56	Enugu	ENG-SS-002	33	70.431	71.144	30.68	69.9	50.042	synthetic_nigeria_grid
2024-11-30 13:59:53	Benin	BEN-SS-002	132	96.038	92.527	29.17	69.5	49.974	synthetic_nigeria_grid
2024-04-25 21:55:49	Ikeja	IKJ-SS-003	11	48.13	47.657	29.38	70.3	50.03	synthetic_nigeria_grid
2024-06-30 20:31:15	Kaduna	KAD-SS-002	11	30.922	31.147	38.9	63	50.005	synthetic_nigeria_grid
2024-01-29 18:45:46	Ibadan	IBD-SS-002	132	198.351	193.274	24.01	95.2	49.991	synthetic_nigeria_grid
2024-01-20 15:37:48	Enugu	ENG-SS-001	33	47.387	46.457	31.32	82.1	49.936	synthetic_nigeria_grid
2024-05-14 05:46:52	Abuja	ABJ-SS-003	33	41.084	38.918	29.45	61.2	49.956	synthetic_nigeria_grid
2024-09-09 08:34:17	Port Harcourt	PHC-SS-002	33	65.573	63.268	25.25	88.4	49.989	synthetic_nigeria_grid
2024-01-23 11:59:15	Jos	JOS-SS-001	132	106.883	108.278	30.63	67.5	49.989	synthetic_nigeria_grid
2024-11-14 11:41:35	Kaduna	KAD-SS-002	132	117.504	115.546	20.35	67.3	50.014	synthetic_nigeria_grid
2024-08-26 08:44:33	Port Harcourt	PHC-SS-002	11	33.167	32.449	27.82	70.5	50.009	synthetic_nigeria_grid
2024-10-03 14:24:25	Ikeja	IKJ-SS-003	132	182.444	178.267	27.81	85.7	49.967	synthetic_nigeria_grid
2024-04-05 20:10:25	Enugu	ENG-SS-001	11	40.67	41.224	24.85	52.6	49.967	synthetic_nigeria_grid
2024-12-03 23:05:18	Jos	JOS-SS-001	11	16.71	16.584	31.06	67.1	50.005	synthetic_nigeria_grid
2024-04-25 06:09:25	Port Harcourt	PHC-SS-002	11	26.702	26.404	27.98	71.8	49.947	synthetic_nigeria_grid
2024-07-06 09:38:09	Kaduna	KAD-SS-001	33	38.914	38.843	21.89	78.6	49.968	synthetic_nigeria_grid
2024-07-29 11:11:47	Ibadan	IBD-SS-001	33	65.902	66.77	34.8	87.3	50.052	synthetic_nigeria_grid
2024-02-01 03:21:11	Benin	BEN-SS-001	11	12.968	13.353	32.22	70.7	49.965	synthetic_nigeria_grid
2024-12-08 16:53:34	Enugu	ENG-SS-001	11	33.23	35.045	31.8	81.7	50.022	synthetic_nigeria_grid
2024-05-15 01:48:51	Kano	KNO-SS-001	11	18.815	19.174	20.09	64.8	49.979	synthetic_nigeria_grid
2024-05-23 04:47:30	Enugu	ENG-SS-001	11	17.727	18.341	25.31	63.3	50.018	synthetic_nigeria_grid
2024-01-19 22:12:34	Benin	BEN-SS-002	33	47.627	44.679	28.85	74.1	49.982	synthetic_nigeria_grid
2024-03-31 15:09:11	Port Harcourt	PHC-SS-001	132	141.724	139.297	26.23	73.7	50.024	synthetic_nigeria_grid
2024-02-17 10:21:49	Enugu	ENG-SS-002	33	49.804	49.584	32.27	72.7	49.995	synthetic_nigeria_grid
2024-03-04 20:30:38	Eko	EKO-SS-001	132	233.098	227.898	31.58	68.7	49.975	synthetic_nigeria_grid
2024-09-17 08:02:31	Ibadan	IBD-SS-001	11	32.974	33.806	28.24	83.3	50.017	synthetic_nigeria_grid
2024-07-25 07:44:27	Port Harcourt	PHC-SS-002	11	28.902	28.995	28.13	86	50.039	synthetic_nigeria_grid
2024-05-22 06:49:32	Benin	BEN-SS-001	11	21.441	21.778	25.38	62.1	50.008	synthetic_nigeria_grid
2024-11-07 09:56:47	Kano	KNO-SS-001	132	140.01	142.959	39.98	65.3	50.004	synthetic_nigeria_grid
2024-03-22 21:34:11	Port Harcourt	PHC-SS-002	132	168.422	169.416	32.5	63	50.025	synthetic_nigeria_grid
2024-06-21 16:32:41	Jos	JOS-SS-001	11	25.994	24.44	29.69	68.8	49.961	synthetic_nigeria_grid
2024-04-03 13:58:56	Ibadan	IBD-SS-003	33	54.707	55.032	32.5	77.5	50.033	synthetic_nigeria_grid
2024-08-18 07:19:04	Enugu	ENG-SS-001	11	24.184	23.577	23.75	83.5	49.982	synthetic_nigeria_grid
2024-10-29 16:25:28	Kaduna	KAD-SS-001	11	31.309	30.011	21.96	78	50.012	synthetic_nigeria_grid
2024-08-22 21:40:49	Ikeja	IKJ-SS-003	33	85.945	84.385	24.28	51.7	49.984	synthetic_nigeria_grid
2024-12-04 00:27:28	Kano	KNO-SS-002	11	18.268	18.467	28.43	68.1	50.04	synthetic_nigeria_grid
2024-02-24 22:15:19	Ikeja	IKJ-SS-003	33	65.79	66.546	30.06	66.7	49.996	synthetic_nigeria_grid
2024-08-06 02:17:42	Enugu	ENG-SS-001	33	27.617	28.509	29.93	70.7	49.975	synthetic_nigeria_grid
2024-02-06 14:25:17	Ikeja	IKJ-SS-003	33	68.038	63.807	29.96	61.7	49.966	synthetic_nigeria_grid
2024-02-12 23:54:23	Jos	JOS-SS-001	330	128.624	129.966	29.32	81.1	49.988	synthetic_nigeria_grid
2024-10-02 13:57:18	Ibadan	IBD-SS-002	33	58.179	56.186	30.98	66.6	50	synthetic_nigeria_grid
2024-08-11 15:48:40	Jos	JOS-SS-001	33	36.364	36.302	29.76	70.9	49.995	synthetic_nigeria_grid
2024-01-23 02:22:36	Eko	EKO-SS-002	11	22.112	22.355	26.15	76.7	49.991	synthetic_nigeria_grid
2024-02-07 15:55:13	Ikeja	IKJ-SS-002	33	74.593	70.138	26.31	51.7	49.955	synthetic_nigeria_grid
2024-01-19 06:24:17	Eko	EKO-SS-002	33	43.081	42.379	24.81	55	50.073	synthetic_nigeria_grid
2024-02-11 22:42:45	Benin	BEN-SS-002	11	21.923	21.989	26.41	54.4	49.997	synthetic_nigeria_grid
2024-09-29 21:51:28	Abuja	ABJ-SS-001	33	65.947	69.169	29.26	63.1	49.971	synthetic_nigeria_grid
2024-06-29 16:38:24	Ibadan	IBD-SS-003	11	33.692	35.162	34.72	84	50.004	synthetic_nigeria_grid
2024-07-05 09:30:57	Ikeja	IKJ-SS-002	33	74.254	75.262	27.93	60.6	49.953	synthetic_nigeria_grid
2024-07-13 03:09:09	Ikeja	IKJ-SS-003	33	32.159	30.532	29.33	46.1	49.975	synthetic_nigeria_grid
2024-10-08 14:06:41	Ibadan	IBD-SS-003	33	55.093	53.426	29.64	68.4	50.021	synthetic_nigeria_grid
2024-05-27 10:49:59	Enugu	ENG-SS-002	33	63.925	63.758	32.05	73	49.991	synthetic_nigeria_grid
2024-11-13 00:43:24	Eko	EKO-SS-002	33	42.141	42.564	30.66	61.1	50.002	synthetic_nigeria_grid
2024-01-01 12:43:56	Enugu	ENG-SS-002	132	128.978	131.1	27.64	68.4	50.006	synthetic_nigeria_grid
2024-01-16 01:11:33	Eko	EKO-SS-001	33	38.685	36.996	24.28	61	50.04	synthetic_nigeria_grid
2024-03-22 08:51:12	Benin	BEN-SS-001	33	42.735	42.358	32.19	45.9	49.968	synthetic_nigeria_grid
2024-06-11 18:15:55	Ibadan	IBD-SS-001	132	188.17	197.265	29.65	61.6	49.963	synthetic_nigeria_grid
2024-07-07 05:21:49	Port Harcourt	PHC-SS-001	33	34.243	33.708	29.28	57.2	50.024	synthetic_nigeria_grid
2024-08-31 04:40:32	Jos	JOS-SS-002	33	23.32	22.881	33.21	64.2	49.981	synthetic_nigeria_grid
2024-07-19 14:24:56	Jos	JOS-SS-002	11	22.441	21.744	31.76	53.1	50.007	synthetic_nigeria_grid
2024-02-19 11:34:38	Benin	BEN-SS-001	11	30.881	31.105	31.41	57.2	49.982	synthetic_nigeria_grid
2024-04-12 17:44:28	Eko	EKO-SS-001	33	83.483	84.663	31.75	72.7	49.984	synthetic_nigeria_grid
2024-03-19 20:47:42	Ibadan	IBD-SS-003	11	44.712	48.132	29.9	45.9	49.988	synthetic_nigeria_grid
2024-01-05 08:41:30	Ikeja	IKJ-SS-001	33	68.48	69.67	27.34	68.1	50.016	synthetic_nigeria_grid
2024-06-03 18:10:05	Eko	EKO-SS-002	11	53.768	53.539	32.91	71.7	50.018	synthetic_nigeria_grid
2024-05-12 15:04:01	Eko	EKO-SS-002	11	36.128	38.131	28.92	71.6	49.995	synthetic_nigeria_grid
2024-07-15 18:37:58	Kano	KNO-SS-001	33	62.913	63.248	19.95	73.2	50.036	synthetic_nigeria_grid
2024-04-23 21:26:31	Benin	BEN-SS-001	33	53.297	53.166	34.46	61	49.949	synthetic_nigeria_grid
2024-03-28 14:51:29	Ibadan	IBD-SS-001	33	58.256	58.732	33.4	44.4	49.979	synthetic_nigeria_grid
2024-01-09 20:17:09	Benin	BEN-SS-001	33	60.323	61.025	26.47	93.8	49.995	synthetic_nigeria_grid
2024-07-12 16:18:52	Enugu	ENG-SS-002	33	58.13	57.294	29.29	64.8	50.024	synthetic_nigeria_grid
2024-03-13 03:31:59	Abuja	ABJ-SS-002	132	77.754	79.975	29.54	73.1	49.932	synthetic_nigeria_grid

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# Nigerian Energy & Utilities – Grid Load

Hourly/daily grid load at substations across Nigerian DisCos with TOU, weather, and voltage-level effects.

- **[category]** Transmission & Distribution
- **[rows]** ~200,000
- **[formats]** CSV + Parquet (snappy)
- **[geography]** Nigeria (DisCos, substations, plants)

## Schema

| column | dtype |

|---|---| | timestamp | object | | disco | object | | substation_id | object | | voltage_level_kv | int64 | | load_mw | float64 | | forecast_mw | float64 | | temp_c | float64 | | humidity | float64 | | frequency_hz | float64 | | source | object |

## Usage

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

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

Nigeria Energy Sector

Collection

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