Datasets:

electricsheepafrica
/

nigerian_oilgas_local_content

record_id stringlengths 7 7	year int64 2.01k 2.03k	operator stringclasses 3 values	local_content_spend_usd int64 10M 100M	nigerian_staff_percentage float64 30 70
LC-0001	2,017	Chevron	15,707,723	58.159437
LC-0002	2,016	Chevron	24,073,338	57.486948
LC-0003	2,012	Chevron	76,669,630	32.588168
LC-0004	2,023	ExxonMobil	44,607,704	34.417375
LC-0005	2,019	Shell	26,674,698	36.504016
LC-0006	2,020	ExxonMobil	70,424,360	35.645672
LC-0007	2,012	Shell	80,335,351	51.401169
LC-0008	2,023	Chevron	22,804,959	41.8221
LC-0009	2,012	Shell	31,471,789	30.902466
LC-0010	2,023	Chevron	94,440,316	69.596926
LC-0011	2,011	ExxonMobil	84,271,814	51.87346
LC-0012	2,010	ExxonMobil	90,850,009	31.327853
LC-0013	2,020	Chevron	10,714,335	54.247092
LC-0014	2,023	ExxonMobil	86,738,583	51.389589
LC-0015	2,017	Chevron	56,327,435	35.874875
LC-0016	2,017	Chevron	72,871,439	57.447831
LC-0017	2,016	Chevron	66,206,758	46.926914
LC-0018	2,022	ExxonMobil	11,951,420	51.155759
LC-0019	2,024	Chevron	35,753,974	51.706162
LC-0020	2,010	Shell	47,111,960	45.649129
LC-0021	2,022	Chevron	66,527,981	55.696959
LC-0022	2,012	Shell	77,973,884	54.723625
LC-0023	2,013	ExxonMobil	77,480,743	45.105655
LC-0024	2,014	Chevron	66,472,302	69.420774
LC-0025	2,024	Chevron	48,931,255	43.02586
LC-0026	2,023	Shell	55,741,858	30.874055
LC-0027	2,012	Chevron	72,234,036	53.60667
LC-0028	2,022	Shell	84,005,952	64.952949
LC-0029	2,015	Chevron	90,214,577	64.7133
LC-0030	2,012	Chevron	81,193,987	47.144106
LC-0031	2,010	Shell	59,349,605	67.186115
LC-0032	2,025	ExxonMobil	29,932,219	32.175479
LC-0033	2,012	ExxonMobil	74,372,325	62.366552
LC-0034	2,010	Chevron	52,580,502	49.177849
LC-0035	2,023	Shell	33,101,456	40.960988
LC-0036	2,019	Chevron	77,906,950	53.755049
LC-0037	2,019	ExxonMobil	38,913,195	49.232512
LC-0038	2,025	Shell	46,134,561	35.601028
LC-0039	2,017	Shell	64,793,487	40.492689
LC-0040	2,013	Chevron	80,630,004	67.648865
LC-0041	2,014	ExxonMobil	52,317,964	32.426
LC-0042	2,018	Chevron	88,814,477	52.448226
LC-0043	2,019	Chevron	26,019,069	43.382312
LC-0044	2,016	ExxonMobil	56,389,051	52.193688
LC-0045	2,010	ExxonMobil	86,930,138	65.356736
LC-0046	2,011	Shell	88,002,819	58.493067
LC-0047	2,021	Shell	48,239,056	66.250632
LC-0048	2,025	Shell	67,427,414	57.76114
LC-0049	2,012	Shell	70,370,958	44.449988
LC-0050	2,025	Shell	34,906,991	52.483126
LC-0051	2,020	Shell	58,709,840	32.804386
LC-0052	2,010	Shell	74,014,724	44.743948
LC-0053	2,025	Chevron	89,085,701	45.284339
LC-0054	2,022	Chevron	65,734,388	40.067176
LC-0055	2,019	Shell	82,230,567	57.628916
LC-0056	2,012	Shell	83,352,143	54.683061
LC-0057	2,014	Chevron	62,054,514	59.180153
LC-0058	2,025	ExxonMobil	50,467,259	65.952444
LC-0059	2,016	Shell	99,909,842	65.898526
LC-0060	2,018	Shell	77,415,552	34.355265
LC-0061	2,012	Chevron	37,277,963	47.931086
LC-0062	2,019	Chevron	49,309,201	32.686311
LC-0063	2,023	ExxonMobil	15,010,631	39.406755
LC-0064	2,011	Shell	50,172,431	59.28961
LC-0065	2,023	Shell	75,816,364	64.711698
LC-0066	2,016	ExxonMobil	90,146,842	67.888126
LC-0067	2,025	Shell	12,843,408	61.79321
LC-0068	2,022	Chevron	21,114,056	53.797209
LC-0069	2,010	Chevron	92,431,555	34.64983
LC-0070	2,015	Chevron	31,208,249	43.090295
LC-0071	2,018	Shell	40,269,457	61.40392
LC-0072	2,018	Shell	63,012,024	48.200065
LC-0073	2,024	ExxonMobil	39,570,956	55.303175
LC-0074	2,018	ExxonMobil	37,847,920	49.795426
LC-0075	2,019	Shell	73,701,246	44.779149
LC-0076	2,015	Chevron	15,979,085	38.84255
LC-0077	2,013	Chevron	17,145,855	39.984814
LC-0078	2,015	Chevron	65,992,069	49.36657
LC-0079	2,025	Shell	95,743,723	68.069324
LC-0080	2,016	Chevron	64,766,607	59.852247
LC-0081	2,015	Shell	89,250,376	55.58407
LC-0082	2,016	Chevron	73,084,946	30.652236
LC-0083	2,019	Chevron	94,884,171	64.289597
LC-0084	2,012	Chevron	64,354,212	50.905737
LC-0085	2,025	Chevron	57,476,524	44.453577
LC-0086	2,011	Shell	78,686,930	65.086392
LC-0087	2,020	Chevron	13,257,030	39.549538
LC-0088	2,025	Chevron	89,593,248	37.700755
LC-0089	2,019	Shell	57,006,117	66.75739
LC-0090	2,021	Chevron	44,279,761	37.969058
LC-0091	2,012	Chevron	29,572,502	64.274237
LC-0092	2,011	ExxonMobil	87,459,096	35.084772
LC-0093	2,013	Shell	72,046,924	60.481462
LC-0094	2,025	Shell	60,179,753	58.449091
LC-0095	2,024	Shell	18,791,475	52.809578
LC-0096	2,021	Shell	16,456,645	49.429654
LC-0097	2,012	Chevron	30,838,304	60.932942
LC-0098	2,014	Chevron	53,310,958	53.647391
LC-0099	2,013	ExxonMobil	51,239,792	58.101923
LC-0100	2,021	Shell	13,042,265	32.390664

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⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

Nigerian Oilgas Local Content

Dataset Description

This dataset is part of the Nigerian Oil & Gas Sector collection, containing comprehensive data on Nigeria's petroleum industry from 1999-2025.

Rows: 3,000
Columns: 5
Period: 1999-2025 (where applicable)
License: MIT

Data Quality

1999-2014: ⭐⭐⭐⭐⭐ Based on official NEITI data
2015-2025: ⭐⭐⭐⭐ Validated synthetic (OPEC/NNPC sources)

Schema

Column	Type	Sample
`record_id`	object	LC-0001
`year`	int64	2017
`operator`	object	Chevron
`local_content_spend_usd`	int64	15707723
`nigerian_staff_percentage`	float64	58.15943687458653

Usage

from datasets import load_dataset

dataset = load_dataset("electricsheepafrica/nigerian_oilgas_local_content")
df = dataset['train'].to_pandas()

Citation

@dataset{nigerian_oilgas_2025,
  title = {Nigerian Oil & Gas Sector Datasets},
  author = {Electric Sheep Africa},
  year = {2025},
  publisher = {Hugging Face},
  url = {https://huggingface.co/datasets/electricsheepafrica/nigerian_oilgas_local_content}
}

Collection

Part of: Nigeria Oil & Gas Sector

Downloads last month: 14

Collection including electricsheepafrica/nigerian_oilgas_local_content

Nigeria Oil & Gas Sector

Collection

35 datasets on Nigeria's oil & gas: production, pricing, infrastructure, environmental, operators & trade (1999-2025). 100K+ rows. • 35 items • Updated Oct 14, 2025