Datasets:

electricsheepafrica
/

nigerian_oilgas_community_impact

record_id stringlengths 10 10	year int64 2k 2.03k	operator stringclasses 3 values	community stringclasses 100 values	jobs_created int64 10 499	csr_spend_usd int64 100k 5M
COMM-00001	2,015	Shell	Community_0	294	133,059
COMM-00002	2,014	ExxonMobil	Community_1	377	2,977,747
COMM-00003	2,020	Shell	Community_2	92	2,652,727
COMM-00004	2,015	Shell	Community_3	364	2,973,089
COMM-00005	2,009	ExxonMobil	Community_4	68	1,855,397
COMM-00006	2,007	Chevron	Community_5	221	3,845,106
COMM-00007	2,015	Shell	Community_6	129	3,816,008
COMM-00008	2,023	Shell	Community_7	41	4,372,892
COMM-00009	2,004	Shell	Community_8	26	3,464,375
COMM-00010	2,015	Chevron	Community_9	351	2,874,533
COMM-00011	2,009	Shell	Community_10	217	781,660
COMM-00012	2,012	ExxonMobil	Community_11	232	317,125
COMM-00013	2,001	ExxonMobil	Community_12	233	4,302,382
COMM-00014	2,010	Shell	Community_13	371	2,470,780
COMM-00015	2,019	Chevron	Community_14	405	3,656,176
COMM-00016	2,003	ExxonMobil	Community_15	258	2,025,884
COMM-00017	2,022	ExxonMobil	Community_16	125	2,565,204
COMM-00018	2,009	Chevron	Community_17	381	895,331
COMM-00019	2,023	ExxonMobil	Community_18	45	4,203,626
COMM-00020	2,000	Chevron	Community_19	142	2,063,172
COMM-00021	2,011	ExxonMobil	Community_20	457	2,036,261
COMM-00022	2,011	Chevron	Community_21	407	4,474,805
COMM-00023	2,022	ExxonMobil	Community_22	369	2,368,723
COMM-00024	2,006	Chevron	Community_23	386	2,830,757
COMM-00025	2,019	Chevron	Community_24	319	1,865,021
COMM-00026	2,021	ExxonMobil	Community_25	440	3,785,719
COMM-00027	2,018	Chevron	Community_26	364	1,656,274
COMM-00028	2,002	Chevron	Community_27	46	3,821,237
COMM-00029	2,000	Chevron	Community_28	368	4,310,017
COMM-00030	2,016	ExxonMobil	Community_29	447	4,906,465
COMM-00031	2,017	Chevron	Community_30	57	680,907
COMM-00032	2,017	Shell	Community_31	421	1,340,834
COMM-00033	2,023	Chevron	Community_32	208	633,601
COMM-00034	2,015	Chevron	Community_33	169	2,628,520
COMM-00035	2,022	ExxonMobil	Community_34	194	3,998,669
COMM-00036	2,025	ExxonMobil	Community_35	128	4,794,750
COMM-00037	2,015	ExxonMobil	Community_36	248	1,755,341
COMM-00038	2,004	ExxonMobil	Community_37	300	243,425
COMM-00039	2,024	Chevron	Community_38	236	808,382
COMM-00040	2,011	Shell	Community_39	184	4,815,584
COMM-00041	2,000	ExxonMobil	Community_40	259	419,170
COMM-00042	2,013	Chevron	Community_41	403	2,972,130
COMM-00043	2,019	Chevron	Community_42	384	4,181,535
COMM-00044	2,003	ExxonMobil	Community_43	250	1,428,243
COMM-00045	2,003	ExxonMobil	Community_44	20	2,523,767
COMM-00046	2,006	Chevron	Community_45	483	2,748,626
COMM-00047	2,019	ExxonMobil	Community_46	22	375,833
COMM-00048	2,002	Shell	Community_47	318	3,999,348
COMM-00049	2,024	Chevron	Community_48	294	124,308
COMM-00050	2,014	ExxonMobil	Community_49	295	3,281,178
COMM-00051	2,013	Shell	Community_50	262	3,440,792
COMM-00052	2,014	Chevron	Community_51	376	733,705
COMM-00053	2,011	Chevron	Community_52	418	149,390
COMM-00054	2,011	Shell	Community_53	267	107,120
COMM-00055	2,014	ExxonMobil	Community_54	339	2,916,509
COMM-00056	2,010	Chevron	Community_55	274	1,195,356
COMM-00057	2,002	Shell	Community_56	175	4,017,509
COMM-00058	2,004	ExxonMobil	Community_57	246	4,771,133
COMM-00059	2,003	ExxonMobil	Community_58	71	4,945,702
COMM-00060	2,018	ExxonMobil	Community_59	339	232,196
COMM-00061	2,000	Chevron	Community_60	52	2,395,148
COMM-00062	2,022	Shell	Community_61	337	1,837,910
COMM-00063	2,015	Shell	Community_62	269	3,623,538
COMM-00064	2,006	Shell	Community_63	278	2,372,200
COMM-00065	2,011	Chevron	Community_64	57	1,394,540
COMM-00066	2,002	Chevron	Community_65	471	2,723,425
COMM-00067	2,021	Shell	Community_66	168	4,579,295
COMM-00068	2,019	ExxonMobil	Community_67	153	4,765,893
COMM-00069	2,024	ExxonMobil	Community_68	174	763,525
COMM-00070	2,001	Chevron	Community_69	268	2,555,143
COMM-00071	2,014	Chevron	Community_70	120	2,219,614
COMM-00072	2,005	ExxonMobil	Community_71	143	3,034,527
COMM-00073	2,015	Chevron	Community_72	344	4,948,627
COMM-00074	2,014	ExxonMobil	Community_73	471	4,765,972
COMM-00075	2,015	ExxonMobil	Community_74	163	4,410,860
COMM-00076	2,014	Chevron	Community_75	163	1,357,518
COMM-00077	2,023	Chevron	Community_76	241	2,195,873
COMM-00078	2,018	Shell	Community_77	91	1,898,129
COMM-00079	2,010	ExxonMobil	Community_78	440	2,722,176
COMM-00080	2,025	Chevron	Community_79	350	205,160
COMM-00081	2,022	Chevron	Community_80	441	2,248,591
COMM-00082	2,024	Shell	Community_81	378	1,017,271
COMM-00083	2,011	ExxonMobil	Community_82	427	3,606,562
COMM-00084	2,005	ExxonMobil	Community_83	420	2,144,498
COMM-00085	2,007	Shell	Community_84	240	801,126
COMM-00086	2,023	Shell	Community_85	398	1,810,761
COMM-00087	2,013	Shell	Community_86	21	4,396,065
COMM-00088	2,013	ExxonMobil	Community_87	124	4,609,538
COMM-00089	2,012	Shell	Community_88	332	1,096,257
COMM-00090	2,012	Shell	Community_89	403	3,632,444
COMM-00091	2,021	ExxonMobil	Community_90	298	3,674,678
COMM-00092	2,007	ExxonMobil	Community_91	177	4,214,789
COMM-00093	2,022	ExxonMobil	Community_92	443	1,331,715
COMM-00094	2,023	ExxonMobil	Community_93	392	4,022,003
COMM-00095	2,023	Chevron	Community_94	393	865,323
COMM-00096	2,003	Shell	Community_95	490	4,155,685
COMM-00097	2,000	Chevron	Community_96	161	469,308
COMM-00098	2,007	Shell	Community_97	72	2,473,788
COMM-00099	2,023	Shell	Community_98	484	1,939,481
COMM-00100	2,021	Chevron	Community_99	275	2,758,078

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

Nigerian Oilgas Community Impact

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: 6
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	COMM-00001
`year`	int64	2015
`operator`	object	Shell
`community`	object	Community_0
`jobs_created`	int64	294
`csr_spend_usd`	int64	133059

Usage

from datasets import load_dataset

dataset = load_dataset("electricsheepafrica/nigerian_oilgas_community_impact")
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_community_impact}
}

Collection

Part of: Nigeria Oil & Gas Sector

Downloads last month: 15

Collection including electricsheepafrica/nigerian_oilgas_community_impact

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