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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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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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