Datasets:

electricsheepafrica
/

nigerian_energy_and_utilities_power_flow

timestamp stringdate 2024-01-01 00:10:23 2024-12-30 23:58:24	disco stringclasses 10 values	from_substation stringclasses 23 values	to_substation stringclasses 23 values	line_id stringlengths 28 28	from_kv int64 11 330	to_kv int64 11 330	p_mw float64 1 356	q_mvar float64 -317.19 326	pf float64 0.7 1
2024-02-01 07:32:37	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0000	11	330	82.995	-4.798	0.998
2024-05-24 07:53:50	Enugu	ENG-SS-001	ENG-SS-002	ENG-SS-001__ENG-SS-002__0001	33	132	83.757	-6.617	0.997
2024-03-12 05:12:46	Abuja	ABJ-SS-002	ABJ-SS-001	ABJ-SS-002__ABJ-SS-001__0002	132	132	87.066	17.311	0.981
2024-03-04 04:46:43	Abuja	ABJ-SS-003	ABJ-SS-001	ABJ-SS-003__ABJ-SS-001__0003	330	330	68.36	-20.483	0.958
2024-02-04 21:49:01	Abuja	ABJ-SS-001	ABJ-SS-003	ABJ-SS-001__ABJ-SS-003__0004	11	11	53.95	1.135	1
2024-03-02 17:55:41	Benin	BEN-SS-001	BEN-SS-002	BEN-SS-001__BEN-SS-002__0005	132	330	44.692	-9.084	0.98
2024-10-22 20:22:58	Abuja	ABJ-SS-001	ABJ-SS-003	ABJ-SS-001__ABJ-SS-003__0006	132	330	124.069	29.79	0.972
2024-03-29 22:40:45	Ibadan	IBD-SS-001	IBD-SS-002	IBD-SS-001__IBD-SS-002__0007	132	132	268.951	27.743	0.995
2024-01-19 11:57:35	Kaduna	KAD-SS-002	KAD-SS-001	KAD-SS-002__KAD-SS-001__0008	33	11	50.932	-30.02	0.861
2024-01-01 23:33:32	Kano	KNO-SS-001	KNO-SS-002	KNO-SS-001__KNO-SS-002__0009	330	33	254.747	39.797	0.988
2024-07-14 08:51:13	Port Harcourt	PHC-SS-002	PHC-SS-001	PHC-SS-002__PHC-SS-001__0010	11	132	113.425	-80.798	0.814
2024-06-18 12:35:43	Enugu	ENG-SS-001	ENG-SS-002	ENG-SS-001__ENG-SS-002__0011	33	330	55.675	33.818	0.855
2024-02-01 10:46:25	Enugu	ENG-SS-002	ENG-SS-001	ENG-SS-002__ENG-SS-001__0012	33	330	101.781	25.795	0.969
2024-03-13 06:33:55	Kano	KNO-SS-001	KNO-SS-002	KNO-SS-001__KNO-SS-002__0013	33	11	54.258	-13.048	0.972
2024-08-10 11:57:26	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0014	330	330	158.855	65.73	0.924
2024-03-02 06:49:20	Ibadan	IBD-SS-003	IBD-SS-001	IBD-SS-003__IBD-SS-001__0015	33	33	93.868	-45.866	0.898
2024-01-07 04:27:22	Kano	KNO-SS-002	KNO-SS-001	KNO-SS-002__KNO-SS-001__0016	132	330	133.654	-22.613	0.986
2024-07-11 02:14:43	Ikeja	IKJ-SS-002	IKJ-SS-003	IKJ-SS-002__IKJ-SS-003__0017	33	33	145.999	30.682	0.979
2024-12-07 07:46:06	Benin	BEN-SS-001	BEN-SS-002	BEN-SS-001__BEN-SS-002__0018	330	11	186.884	116.076	0.849
2024-07-31 05:06:26	Ibadan	IBD-SS-001	IBD-SS-003	IBD-SS-001__IBD-SS-003__0019	132	11	126.04	31.575	0.97
2024-01-21 20:59:47	Port Harcourt	PHC-SS-001	PHC-SS-002	PHC-SS-001__PHC-SS-002__0020	11	132	4.24	1.602	0.935
2024-07-09 00:44:06	Eko	EKO-SS-002	EKO-SS-001	EKO-SS-002__EKO-SS-001__0021	330	132	102.004	-3.53	0.999
2024-10-26 03:40:55	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0022	11	11	185.516	34.6	0.983
2024-12-14 16:06:28	Ibadan	IBD-SS-002	IBD-SS-001	IBD-SS-002__IBD-SS-001__0023	33	11	120.173	4.874	0.999
2024-02-24 13:17:25	Kano	KNO-SS-002	KNO-SS-001	KNO-SS-002__KNO-SS-001__0024	11	330	28.669	-5.352	0.983
2024-03-02 17:46:04	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0025	33	132	63.14	14.485	0.975
2024-04-05 06:40:18	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0026	11	33	1	0.085	0.904
2024-07-12 19:38:35	Ibadan	IBD-SS-003	IBD-SS-002	IBD-SS-003__IBD-SS-002__0027	11	132	112.079	37.609	0.948
2024-07-28 23:50:47	Eko	EKO-SS-002	EKO-SS-001	EKO-SS-002__EKO-SS-001__0028	11	132	89.605	-49.026	0.877
2024-04-07 09:37:30	Ikeja	IKJ-SS-003	IKJ-SS-002	IKJ-SS-003__IKJ-SS-002__0029	132	33	78.568	-12.311	0.988
2024-09-16 00:31:38	Ikeja	IKJ-SS-003	IKJ-SS-002	IKJ-SS-003__IKJ-SS-002__0030	33	33	27.334	0.638	1
2024-12-16 15:45:04	Port Harcourt	PHC-SS-002	PHC-SS-001	PHC-SS-002__PHC-SS-001__0031	330	33	151.664	-51.348	0.947
2024-08-24 15:21:05	Enugu	ENG-SS-002	ENG-SS-001	ENG-SS-002__ENG-SS-001__0032	330	330	79.189	13.677	0.985
2024-10-06 14:21:35	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0033	33	11	108.267	0.024	1
2024-11-25 02:47:41	Port Harcourt	PHC-SS-001	PHC-SS-002	PHC-SS-001__PHC-SS-002__0034	132	330	131.917	63.305	0.902
2024-11-20 07:58:15	Jos	JOS-SS-002	JOS-SS-001	JOS-SS-002__JOS-SS-001__0035	132	11	88.436	10.776	0.993
2024-05-13 21:59:21	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0036	33	33	68.351	-4.189	0.998
2024-11-27 16:33:15	Ikeja	IKJ-SS-003	IKJ-SS-001	IKJ-SS-003__IKJ-SS-001__0037	11	33	120.451	-30.615	0.969
2024-08-12 07:19:27	Kano	KNO-SS-001	KNO-SS-002	KNO-SS-001__KNO-SS-002__0038	33	33	65.805	-17.294	0.967
2024-06-29 23:14:27	Ibadan	IBD-SS-002	IBD-SS-001	IBD-SS-002__IBD-SS-001__0039	33	330	45.47	-28.098	0.851
2024-01-13 12:19:32	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0040	330	132	36.641	11.753	0.952
2024-09-04 19:14:05	Ikeja	IKJ-SS-003	IKJ-SS-002	IKJ-SS-003__IKJ-SS-002__0041	11	330	139.962	-99.687	0.815
2024-10-15 23:49:46	Eko	EKO-SS-002	EKO-SS-001	EKO-SS-002__EKO-SS-001__0042	132	33	118.83	-47.702	0.928
2024-05-30 20:28:10	Eko	EKO-SS-002	EKO-SS-001	EKO-SS-002__EKO-SS-001__0043	11	11	36.793	-14.836	0.927
2024-12-14 04:53:42	Jos	JOS-SS-002	JOS-SS-001	JOS-SS-002__JOS-SS-001__0044	33	33	104.264	31.757	0.957
2024-02-24 07:45:47	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0045	330	33	38.183	-24.247	0.844
2024-08-21 16:51:52	Abuja	ABJ-SS-001	ABJ-SS-002	ABJ-SS-001__ABJ-SS-002__0046	11	132	2.975	-1.404	0.904
2024-03-30 22:33:56	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0047	33	132	159.763	-48.147	0.957
2024-07-10 22:53:17	Ikeja	IKJ-SS-002	IKJ-SS-003	IKJ-SS-002__IKJ-SS-003__0048	33	33	65.846	-8.212	0.992
2024-08-05 18:34:40	Eko	EKO-SS-002	EKO-SS-001	EKO-SS-002__EKO-SS-001__0049	11	33	80.678	-35.856	0.914
2024-03-11 03:42:42	Enugu	ENG-SS-001	ENG-SS-002	ENG-SS-001__ENG-SS-002__0050	132	330	51.648	-30.196	0.863
2024-01-09 16:02:45	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0051	132	11	92.538	20.264	0.977
2024-08-13 21:22:58	Benin	BEN-SS-002	BEN-SS-001	BEN-SS-002__BEN-SS-001__0052	11	132	81.275	4.781	0.998
2024-09-19 07:05:52	Kano	KNO-SS-001	KNO-SS-002	KNO-SS-001__KNO-SS-002__0053	330	330	63.443	2.883	0.999
2024-01-15 06:01:12	Jos	JOS-SS-001	JOS-SS-002	JOS-SS-001__JOS-SS-002__0054	11	330	212.509	-55.206	0.968
2024-01-19 18:27:06	Jos	JOS-SS-002	JOS-SS-001	JOS-SS-002__JOS-SS-001__0055	11	132	136.93	-32.845	0.972
2024-08-26 09:53:13	Kano	KNO-SS-001	KNO-SS-002	KNO-SS-001__KNO-SS-002__0056	330	33	143.853	65.447	0.91
2024-05-12 15:24:42	Jos	JOS-SS-001	JOS-SS-002	JOS-SS-001__JOS-SS-002__0057	132	33	86.933	17.169	0.981
2024-08-16 08:55:00	Abuja	ABJ-SS-001	ABJ-SS-002	ABJ-SS-001__ABJ-SS-002__0058	33	11	26.133	-4.037	0.988
2024-09-08 07:39:48	Enugu	ENG-SS-002	ENG-SS-001	ENG-SS-002__ENG-SS-001__0059	330	11	40.673	23.791	0.863
2024-09-18 12:40:53	Eko	EKO-SS-002	EKO-SS-001	EKO-SS-002__EKO-SS-001__0060	132	132	113.322	16.812	0.989
2024-03-04 08:05:42	Ibadan	IBD-SS-001	IBD-SS-003	IBD-SS-001__IBD-SS-003__0061	33	11	163.557	-56.103	0.946
2024-02-08 04:06:21	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0062	11	330	21.809	-10.572	0.9
2024-09-09 00:49:28	Ibadan	IBD-SS-003	IBD-SS-001	IBD-SS-003__IBD-SS-001__0063	11	330	98.138	54.037	0.876
2024-09-07 01:47:59	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0064	33	11	131.369	-26.444	0.98
2024-07-29 09:58:41	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0065	11	132	123.984	9.309	0.997
2024-03-02 18:55:36	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0066	11	132	32.196	8.123	0.97
2024-12-24 18:56:42	Enugu	ENG-SS-001	ENG-SS-002	ENG-SS-001__ENG-SS-002__0067	11	11	73.918	21.858	0.959
2024-05-01 13:01:38	Eko	EKO-SS-002	EKO-SS-001	EKO-SS-002__EKO-SS-001__0068	33	33	155.344	-42.225	0.965
2024-04-05 10:12:17	Port Harcourt	PHC-SS-001	PHC-SS-002	PHC-SS-001__PHC-SS-002__0069	132	132	138.549	37.56	0.965
2024-06-19 22:53:44	Jos	JOS-SS-001	JOS-SS-002	JOS-SS-001__JOS-SS-002__0070	330	330	75.987	0.777	1
2024-06-19 12:57:49	Ikeja	IKJ-SS-003	IKJ-SS-001	IKJ-SS-003__IKJ-SS-001__0071	33	132	67.539	33.547	0.896
2024-06-27 04:08:49	Port Harcourt	PHC-SS-002	PHC-SS-001	PHC-SS-002__PHC-SS-001__0072	33	132	113.443	-1.614	1
2024-09-22 17:00:44	Kaduna	KAD-SS-002	KAD-SS-001	KAD-SS-002__KAD-SS-001__0073	11	33	35.937	-3.683	0.995
2024-06-14 23:21:13	Benin	BEN-SS-002	BEN-SS-001	BEN-SS-002__BEN-SS-001__0074	330	330	88.588	-30.557	0.945
2024-07-01 04:33:32	Abuja	ABJ-SS-003	ABJ-SS-001	ABJ-SS-003__ABJ-SS-001__0075	11	33	68.577	14.295	0.979
2024-04-05 03:42:39	Kaduna	KAD-SS-002	KAD-SS-001	KAD-SS-002__KAD-SS-001__0076	330	132	24.521	23.045	0.729
2024-02-13 18:44:30	Kaduna	KAD-SS-001	KAD-SS-002	KAD-SS-001__KAD-SS-002__0077	330	330	71.121	2.909	0.999
2024-09-07 13:17:02	Kano	KNO-SS-001	KNO-SS-002	KNO-SS-001__KNO-SS-002__0078	132	33	92.538	19.045	0.979
2024-11-17 02:44:35	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0079	132	33	100.403	39.682	0.93
2024-12-02 05:28:52	Kano	KNO-SS-002	KNO-SS-001	KNO-SS-002__KNO-SS-001__0080	330	33	216.046	21.881	0.995
2024-11-17 14:55:37	Enugu	ENG-SS-001	ENG-SS-002	ENG-SS-001__ENG-SS-002__0081	132	11	46.634	4.927	0.994
2024-10-11 06:59:16	Kano	KNO-SS-001	KNO-SS-002	KNO-SS-001__KNO-SS-002__0082	132	330	70.401	-5.023	0.997
2024-10-06 12:50:36	Ibadan	IBD-SS-002	IBD-SS-001	IBD-SS-002__IBD-SS-001__0083	33	11	118.789	13.158	0.994
2024-11-24 11:37:36	Kano	KNO-SS-002	KNO-SS-001	KNO-SS-002__KNO-SS-001__0084	33	11	107.588	3.396	1
2024-03-10 15:35:01	Benin	BEN-SS-001	BEN-SS-002	BEN-SS-001__BEN-SS-002__0085	330	33	39.88	12.167	0.956
2024-06-27 22:41:27	Ikeja	IKJ-SS-001	IKJ-SS-003	IKJ-SS-001__IKJ-SS-003__0086	330	33	57.787	20.13	0.944
2024-06-21 12:17:39	Benin	BEN-SS-002	BEN-SS-001	BEN-SS-002__BEN-SS-001__0087	132	132	87.157	-7.173	0.997
2024-12-05 00:23:27	Jos	JOS-SS-001	JOS-SS-002	JOS-SS-001__JOS-SS-002__0088	132	33	106.172	-12.901	0.993
2024-08-11 08:09:17	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0089	11	11	121.918	7.412	0.998
2024-12-20 20:48:51	Ikeja	IKJ-SS-001	IKJ-SS-003	IKJ-SS-001__IKJ-SS-003__0090	132	132	39.461	6.978	0.985
2024-12-22 13:59:13	Port Harcourt	PHC-SS-001	PHC-SS-002	PHC-SS-001__PHC-SS-002__0091	11	330	130.55	14.013	0.994
2024-08-13 18:19:19	Jos	JOS-SS-002	JOS-SS-001	JOS-SS-002__JOS-SS-001__0092	33	33	150.77	58.577	0.932
2024-02-05 20:37:19	Benin	BEN-SS-002	BEN-SS-001	BEN-SS-002__BEN-SS-001__0093	132	33	169.147	41.236	0.972
2024-08-01 20:27:56	Abuja	ABJ-SS-002	ABJ-SS-001	ABJ-SS-002__ABJ-SS-001__0094	33	132	156.513	14.551	0.996
2024-10-18 00:21:56	Jos	JOS-SS-001	JOS-SS-002	JOS-SS-001__JOS-SS-002__0095	33	330	112.285	-18.831	0.986
2024-10-03 02:01:59	Eko	EKO-SS-001	EKO-SS-002	EKO-SS-001__EKO-SS-002__0096	330	33	13.353	4.028	0.957
2024-07-04 07:23:14	Ibadan	IBD-SS-003	IBD-SS-001	IBD-SS-003__IBD-SS-001__0097	132	11	120.316	-36.669	0.957
2024-01-25 04:33:17	Jos	JOS-SS-002	JOS-SS-001	JOS-SS-002__JOS-SS-001__0098	330	11	109.738	57.167	0.887
2024-01-26 12:05:30	Benin	BEN-SS-001	BEN-SS-002	BEN-SS-001__BEN-SS-002__0099	11	132	13.075	-2.872	0.977

End of preview. Expand in Data Studio

# Nigerian Energy & Utilities – Power Flow

Power flows between substations and voltage levels with P/Q and power factor.

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

## Schema

| column | dtype |

|---|---| | timestamp | object | | disco | object | | from_substation | object | | to_substation | object | | line_id | object | | from_kv | int64 | | to_kv | int64 | | p_mw | float64 | | q_mvar | float64 | | pf | float64 |

## Usage

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

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

Nigeria Energy Sector

Collection

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