Datasets:

electricsheepafrica
/

nigerian_oilgas_gas_flaring

record_id stringlengths 11 11	year_month stringdate 1999-01-01 00:00:00 2025-12-01 00:00:00	operator stringclasses 3 values	gas_flared_mmscfd float64 50 500	penalty_usd int64 116 1,000k
FLARE-00001	2002-02	Chevron	216.512314	750,695
FLARE-00002	2023-02	Shell	174.000117	95,245
FLARE-00003	2003-08	Chevron	153.462299	198,157
FLARE-00004	2012-04	Chevron	248.078172	264,673
FLARE-00005	2012-11	Chevron	316.105422	652,107
FLARE-00006	2021-09	Chevron	376.667141	112,230
FLARE-00007	2000-07	Shell	276.020122	217,320
FLARE-00008	2003-04	Shell	146.579124	886,195
FLARE-00009	2013-04	Chevron	317.221295	140,035
FLARE-00010	2016-08	ExxonMobil	381.115222	566,529
FLARE-00011	2012-02	Chevron	460.055913	428,357
FLARE-00012	2020-01	ExxonMobil	344.915853	447,466
FLARE-00013	2004-04	ExxonMobil	105.204888	983,749
FLARE-00014	2015-03	Shell	457.925124	506,212
FLARE-00015	2013-03	ExxonMobil	69.441289	144,177
FLARE-00016	2008-10	ExxonMobil	405.48772	902,678
FLARE-00017	1999-02	Chevron	199.447759	419,592
FLARE-00018	2013-02	Chevron	404.923227	673,741
FLARE-00019	2016-04	ExxonMobil	153.203282	846,952
FLARE-00020	2016-05	Chevron	159.357543	268,889
FLARE-00021	2022-03	ExxonMobil	77.039759	745,461
FLARE-00022	2014-11	Chevron	445.762933	20,342
FLARE-00023	2023-05	Shell	321.972662	362,632
FLARE-00024	2009-05	Shell	243.754179	96,537
FLARE-00025	2008-11	ExxonMobil	402.334548	995,895
FLARE-00026	2003-02	Shell	365.218255	612,381
FLARE-00027	2005-12	ExxonMobil	453.835841	976,302
FLARE-00028	2005-04	Chevron	292.856972	499,175
FLARE-00029	2008-06	Shell	256.153706	571,515
FLARE-00030	2003-10	ExxonMobil	94.936021	660,334
FLARE-00031	2000-03	Chevron	419.099539	219,251
FLARE-00032	2013-06	Shell	250.760261	21,462
FLARE-00033	2001-09	ExxonMobil	245.365758	422,913
FLARE-00034	2013-12	Chevron	239.015618	500,146
FLARE-00035	2001-12	Shell	471.642672	862,435
FLARE-00036	1999-06	ExxonMobil	423.200566	603,711
FLARE-00037	2024-06	Shell	114.215162	58,323
FLARE-00038	2018-04	Chevron	376.801567	520,910
FLARE-00039	2004-05	ExxonMobil	430.903265	502,911
FLARE-00040	2007-08	Chevron	490.382353	834,664
FLARE-00041	2003-10	ExxonMobil	431.246349	88,589
FLARE-00042	2004-04	ExxonMobil	166.03869	88,437
FLARE-00043	2009-07	Chevron	124.790649	673,463
FLARE-00044	2019-03	Chevron	76.775834	373,378
FLARE-00045	1999-01	ExxonMobil	129.639033	596,538
FLARE-00046	2006-06	ExxonMobil	211.549062	867,856
FLARE-00047	2023-05	ExxonMobil	321.503283	439,216
FLARE-00048	2018-10	Chevron	99.008615	477,804
FLARE-00049	2014-12	ExxonMobil	420.938109	963,089
FLARE-00050	2006-02	ExxonMobil	96.163866	559,950
FLARE-00051	2024-09	ExxonMobil	384.03377	575,330
FLARE-00052	2007-11	Chevron	186.89512	984,846
FLARE-00053	2003-07	ExxonMobil	347.768326	782,179
FLARE-00054	1999-06	Shell	383.722593	581,566
FLARE-00055	2002-02	Shell	69.191824	446,559
FLARE-00056	2000-09	Chevron	223.864081	545,169
FLARE-00057	2020-03	ExxonMobil	53.566456	807,273
FLARE-00058	2002-09	Shell	69.932087	318,034
FLARE-00059	2015-01	Shell	93.094412	753,977
FLARE-00060	2008-04	Shell	346.808274	926,725
FLARE-00061	2021-10	Shell	224.013969	977,453
FLARE-00062	2015-11	ExxonMobil	310.26651	634,966
FLARE-00063	2015-09	Chevron	73.174407	712,256
FLARE-00064	2016-07	Chevron	323.312683	288,269
FLARE-00065	2021-10	Chevron	50.303628	165,800
FLARE-00066	2007-02	Chevron	238.288903	559,446
FLARE-00067	2010-12	ExxonMobil	288.061321	732,718
FLARE-00068	2013-03	ExxonMobil	282.9725	677,746
FLARE-00069	2006-07	Shell	389.92158	647,581
FLARE-00070	2008-02	ExxonMobil	239.594989	419,861
FLARE-00071	2017-09	Shell	331.568396	96,585
FLARE-00072	2020-08	ExxonMobil	283.225893	660,179
FLARE-00073	2015-04	Shell	486.821324	731,967
FLARE-00074	2021-01	Chevron	137.571904	876,330
FLARE-00075	2008-04	Chevron	60.519975	395,793
FLARE-00076	2025-06	ExxonMobil	260.298184	978,466
FLARE-00077	2010-08	Shell	400.829511	859,440
FLARE-00078	2008-05	Shell	181.801215	350,441
FLARE-00079	2006-07	Chevron	207.092179	402,243
FLARE-00080	2007-09	Chevron	83.515679	80,383
FLARE-00081	2019-07	Shell	305.554203	838,945
FLARE-00082	2023-07	Chevron	328.77041	799,158
FLARE-00083	2017-05	Chevron	123.956507	501,182
FLARE-00084	2009-10	ExxonMobil	226.200557	920,866
FLARE-00085	2022-05	ExxonMobil	78.551886	251,987
FLARE-00086	2003-10	ExxonMobil	293.852983	406,484
FLARE-00087	2025-01	ExxonMobil	319.396575	48,308
FLARE-00088	2021-02	ExxonMobil	318.419528	50,420
FLARE-00089	2010-09	Shell	419.524703	946,237
FLARE-00090	2023-04	Chevron	262.751464	699,686
FLARE-00091	2018-12	Chevron	192.462039	874,323
FLARE-00092	2003-04	Shell	134.195188	435,305
FLARE-00093	2022-09	ExxonMobil	430.427977	651,189
FLARE-00094	2016-10	ExxonMobil	443.342534	85,480
FLARE-00095	2014-05	Chevron	317.649256	329,092
FLARE-00096	2004-10	ExxonMobil	141.856828	219,885
FLARE-00097	2002-05	ExxonMobil	412.802296	145,875
FLARE-00098	2008-06	Chevron	163.051484	566,633
FLARE-00099	2015-07	Shell	314.559535	643,918
FLARE-00100	2001-05	Chevron	113.859833	122,033

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

Nigerian Oilgas Gas Flaring

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: 5,000
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	FLARE-00001
`year_month`	object	2002-02
`operator`	object	Chevron
`gas_flared_mmscfd`	float64	216.512313828598
`penalty_usd`	int64	750695

Usage

from datasets import load_dataset

dataset = load_dataset("electricsheepafrica/nigerian_oilgas_gas_flaring")
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_gas_flaring}
}

Collection

Part of: Nigeria Oil & Gas Sector

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Collection including electricsheepafrica/nigerian_oilgas_gas_flaring

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