year
int64
2k
2.03k
month
int64
1
12
year_month
stringdate
1999-01-01 00:00:00
2025-12-01 00:00:00
production_bpd
float64
1.29M
2.59M
production_bbl
float64
39.8M
79.7M
days_in_month
int64
28
31
data_source
stringclasses
7 values
data_quality
stringclasses
2 values
gas_production_mmscfd
float64
194k
389k
gas_flared_mmscfd
float64
48.6k
97.2k
gas_utilized_mmscfd
float64
146k
292k
gas_exported_lng_mmscfd
float64
58.3k
117k
gas_domestic_mmscfd
float64
87.4k
175k
2,015
9
2015-09
2,065,931.846322
61,977,955.389649
30
OPEC reports
validated_synthetic
309,889.776948
77,472.444237
232,417.332711
92,966.933084
139,450.399627
2,015
10
2015-10
1,952,289.310869
60,520,968.636954
31
OPEC reports
validated_synthetic
292,843.39663
73,210.849158
219,632.547473
87,853.018989
131,779.528484
2,015
11
2015-11
2,028,942.02996
60,868,260.898796
30
OPEC reports
validated_synthetic
304,341.304494
76,085.326123
228,255.97837
91,302.391348
136,953.587022
2,015
12
2015-12
2,183,696.379591
67,694,587.767311
31
OPEC reports
validated_synthetic
327,554.456939
81,888.614235
245,665.842704
98,266.337082
147,399.505622
2,016
1
2016-01
1,920,221.521335
59,526,867.161395
31
OPEC reports
validated_synthetic
288,033.2282
72,008.30705
216,024.92115
86,409.96846
129,614.95269
2,016
2
2016-02
1,806,747.439807
52,395,675.754408
29
OPEC reports
validated_synthetic
271,012.115971
67,753.028993
203,259.086978
81,303.634791
121,955.452187
2,016
3
2016-03
1,824,279.593145
56,552,667.387481
31
OPEC reports
validated_synthetic
273,641.938972
68,410.484743
205,231.454229
82,092.581692
123,138.872537
2,016
4
2016-04
1,873,133.376047
56,194,001.281398
30
OPEC reports
validated_synthetic
280,970.006407
70,242.501602
210,727.504805
84,291.001922
126,436.502883
2,016
5
2016-05
1,751,782.849903
54,305,268.346989
31
OPEC reports
validated_synthetic
262,767.427485
65,691.856871
197,075.570614
78,830.228246
118,245.342368
2,016
6
2016-06
1,780,486.923876
53,414,607.716287
30
OPEC reports
validated_synthetic
267,073.038581
66,768.259645
200,304.778936
80,121.911574
120,182.867362
2,016
7
2016-07
1,851,981.63738
57,411,430.758788
31
OPEC reports
validated_synthetic
277,797.245607
69,449.311402
208,347.934205
83,339.173682
125,008.760523
2,016
8
2016-08
1,878,366.284935
58,229,354.832978
31
OPEC reports
validated_synthetic
281,754.94274
70,438.735685
211,316.207055
84,526.482822
126,789.724233
2,016
9
2016-09
1,871,006.460126
56,130,193.80379
30
OPEC reports
validated_synthetic
280,650.969019
70,162.742255
210,488.226764
84,195.290706
126,292.936059
2,016
10
2016-10
1,792,182.833734
55,557,667.845741
31
OPEC reports
validated_synthetic
268,827.42506
67,206.856265
201,620.568795
80,648.227518
120,972.341277
2,016
11
2016-11
1,940,314.052056
58,209,421.561681
30
OPEC reports
validated_synthetic
291,047.107808
72,761.776952
218,285.330856
87,314.132343
130,971.198514
2,016
12
2016-12
1,850,077.326624
57,352,397.125356
31
OPEC reports
validated_synthetic
277,511.598994
69,377.899748
208,133.699245
83,253.479698
124,880.219547
2,017
1
2017-01
1,915,952.941141
59,394,541.175373
31
OPEC reports
validated_synthetic
287,392.941171
71,848.235293
215,544.705878
86,217.882351
129,326.823527
2,017
2
2017-02
1,998,065.823998
55,945,843.071944
28
OPEC reports
validated_synthetic
299,709.8736
74,927.4684
224,782.4052
89,912.96208
134,869.44312
2,017
3
2017-03
1,979,178.415314
61,354,530.87474
31
OPEC reports
validated_synthetic
296,876.762297
74,219.190574
222,657.571723
89,063.028689
133,594.543034
2,017
4
2017-04
1,957,555.608095
58,726,668.242849
30
OPEC reports
validated_synthetic
293,633.341214
73,408.335304
220,225.005911
88,090.002364
132,135.003546
2,017
5
2017-05
1,921,312.478579
59,560,686.835937
31
OPEC reports
validated_synthetic
288,196.871787
72,049.217947
216,147.65384
86,459.061536
129,688.592304
2,017
6
2017-06
1,904,420.572321
57,132,617.169627
30
OPEC reports
validated_synthetic
285,663.085848
71,415.771462
214,247.314386
85,698.925754
128,548.388632
2,017
7
2017-07
1,814,643.582335
56,253,951.052375
31
OPEC reports
validated_synthetic
272,196.53735
68,049.134338
204,147.403013
81,658.961205
122,488.441808
2,017
8
2017-08
1,866,478.444149
57,860,831.768609
31
OPEC reports
validated_synthetic
279,971.766622
69,992.941656
209,978.824967
83,991.529987
125,987.29498
2,017
9
2017-09
1,847,088.027847
55,412,640.83541
30
OPEC reports
validated_synthetic
277,063.204177
69,265.801044
207,797.403133
83,118.961253
124,678.44188
2,017
10
2017-10
1,843,075.641045
57,135,344.8724
31
OPEC reports
validated_synthetic
276,461.346157
69,115.336539
207,346.009618
82,938.403847
124,407.605771
2,017
11
2017-11
2,042,237.058177
61,267,111.745302
30
OPEC reports
validated_synthetic
306,335.558727
76,583.889682
229,751.669045
91,900.667618
137,851.001427
2,017
12
2017-12
1,929,154.05631
59,803,775.745611
31
OPEC reports
validated_synthetic
289,373.108447
72,343.277112
217,029.831335
86,811.932534
130,217.898801
2,018
1
2018-01
1,974,488.845484
61,209,154.209993
31
OPEC reports
validated_synthetic
296,173.326823
74,043.331706
222,129.995117
88,851.998047
133,277.99707
2,018
2
2018-02
1,924,916.338939
53,897,657.490305
28
OPEC reports
validated_synthetic
288,737.450841
72,184.36271
216,553.088131
86,621.235252
129,931.852878
2,018
3
2018-03
1,956,014.147673
60,636,438.57786
31
OPEC reports
validated_synthetic
293,402.122151
73,350.530538
220,051.591613
88,020.636645
132,030.954968
2,018
4
2018-04
1,843,486.016259
55,304,580.487779
30
OPEC reports
validated_synthetic
276,522.902439
69,130.72561
207,392.176829
82,956.870732
124,435.306098
2,018
5
2018-05
1,857,173.385937
57,572,374.964036
31
OPEC reports
validated_synthetic
278,576.00789
69,644.001973
208,932.005918
83,572.802367
125,359.203551
2,018
6
2018-06
1,841,621.010971
55,248,630.329125
30
OPEC reports
validated_synthetic
276,243.151646
69,060.787911
207,182.363734
82,872.945494
124,309.418241
2,018
7
2018-07
1,786,833.282651
55,391,831.762187
31
OPEC reports
validated_synthetic
268,024.992398
67,006.248099
201,018.744298
80,407.497719
120,611.246579
2,018
8
2018-08
1,883,997.924843
58,403,935.670124
31
OPEC reports
validated_synthetic
282,599.688726
70,649.922182
211,949.766545
84,779.906618
127,169.859927
2,018
9
2018-09
1,802,596.346398
54,077,890.391935
30
OPEC reports
validated_synthetic
270,389.45196
67,597.36299
202,792.08897
81,116.835588
121,675.253382
2,018
10
2018-10
1,755,331.432613
54,415,274.411013
31
OPEC reports
validated_synthetic
263,299.714892
65,824.928723
197,474.786169
78,989.914468
118,484.871701
2,018
11
2018-11
1,927,639.736222
57,829,192.086671
30
OPEC reports
validated_synthetic
289,145.960433
72,286.490108
216,859.470325
86,743.78813
130,115.682195
2,018
12
2018-12
1,838,651.029087
56,998,181.901708
31
OPEC reports
validated_synthetic
275,797.654363
68,949.413591
206,848.240772
82,739.296309
124,108.944463
2,019
1
2019-01
2,140,294.009792
66,349,114.303563
31
OPEC reports
validated_synthetic
321,044.101469
80,261.025367
240,783.076102
96,313.230441
144,469.845661
2,019
2
2019-02
2,143,055.358286
60,005,550.031995
28
OPEC reports
validated_synthetic
321,458.303743
80,364.575936
241,093.727807
96,437.491123
144,656.236684
2,019
3
2019-03
2,135,047.199995
66,186,463.199851
31
OPEC reports
validated_synthetic
320,257.079999
80,064.27
240,192.809999
96,077.124
144,115.686
2,019
4
2019-04
1,962,681.057546
58,880,431.726374
30
OPEC reports
validated_synthetic
294,402.158632
73,600.539658
220,801.618974
88,320.64759
132,480.971384
2,019
5
2019-05
1,892,148.548197
58,656,604.9941
31
OPEC reports
validated_synthetic
283,822.28223
70,955.570557
212,866.711672
85,146.684669
127,720.027003
2,019
6
2019-06
2,073,671.146171
62,210,134.385117
30
OPEC reports
validated_synthetic
311,050.671926
77,762.667981
233,288.003944
93,315.201578
139,972.802367
2,019
7
2019-07
1,974,219.417893
61,200,801.95468
31
OPEC reports
validated_synthetic
296,132.912684
74,033.228171
222,099.684513
88,839.873805
133,259.810708
2,019
8
2019-08
2,081,294.310767
64,520,123.633772
31
OPEC reports
validated_synthetic
312,194.146615
78,048.536654
234,145.609961
93,658.243985
140,487.365977
2,019
9
2019-09
2,080,690.832444
62,420,724.973326
30
OPEC reports
validated_synthetic
312,103.624867
78,025.906217
234,077.71865
93,631.08746
140,446.63119
2,019
10
2019-10
2,058,695.93022
63,819,573.83681
31
OPEC reports
validated_synthetic
308,804.389533
77,201.097383
231,603.29215
92,641.31686
138,961.97529
2,019
11
2019-11
2,007,862.022874
60,235,860.686228
30
OPEC reports
validated_synthetic
301,179.303431
75,294.825858
225,884.477573
90,353.791029
135,530.686544
2,019
12
2019-12
2,026,445.034363
62,819,796.065265
31
OPEC reports
validated_synthetic
303,966.755155
75,991.688789
227,975.066366
91,190.026546
136,785.03982
2,020
1
2020-01
1,863,204.600873
57,759,342.627064
31
OPEC reports, COVID impact
validated_synthetic
279,480.690131
69,870.172533
209,610.517598
83,844.207039
125,766.310559
2,020
2
2020-02
1,767,045.960928
51,244,332.866916
29
OPEC reports, COVID impact
validated_synthetic
265,056.894139
66,264.223535
198,792.670604
79,517.068242
119,275.602363
2,020
3
2020-03
1,740,508.694403
53,955,769.526508
31
OPEC reports, COVID impact
validated_synthetic
261,076.304161
65,269.07604
195,807.22812
78,322.891248
117,484.336872
2,020
4
2020-04
1,755,917.500425
52,677,525.012757
30
OPEC reports, COVID impact
validated_synthetic
263,387.625064
65,846.906266
197,540.718798
79,016.287519
118,524.431279
2,020
5
2020-05
1,822,152.623568
56,486,731.330623
31
OPEC reports, COVID impact
validated_synthetic
273,322.893535
68,330.723384
204,992.170151
81,996.868061
122,995.302091
2,020
6
2020-06
1,780,226.802499
53,406,804.074984
30
OPEC reports, COVID impact
validated_synthetic
267,034.020375
66,758.505094
200,275.515281
80,110.206112
120,165.309169
2,020
7
2020-07
1,758,232.680298
54,505,213.089226
31
OPEC reports, COVID impact
validated_synthetic
263,734.902045
65,933.725511
197,801.176533
79,120.470613
118,680.70592
2,020
8
2020-08
1,675,667.015812
51,945,677.490184
31
OPEC reports, COVID impact
validated_synthetic
251,350.052372
62,837.513093
188,512.539279
75,405.015712
113,107.523567
2,020
9
2020-09
1,766,080.261782
52,982,407.85345
30
OPEC reports, COVID impact
validated_synthetic
264,912.039267
66,228.009817
198,684.02945
79,473.61178
119,210.41767
2,020
10
2020-10
1,831,563.402228
56,778,465.469074
31
OPEC reports, COVID impact
validated_synthetic
274,734.510334
68,683.627584
206,050.882751
82,420.3531
123,630.52965
2,020
11
2020-11
1,735,215.122743
52,056,453.682277
30
OPEC reports, COVID impact
validated_synthetic
260,282.268411
65,070.567103
195,211.701309
78,084.680523
117,127.020785
2,020
12
2020-12
1,803,299.337425
55,902,279.46019
31
OPEC reports, COVID impact
validated_synthetic
270,494.900614
67,623.725153
202,871.17546
81,148.470184
121,722.705276
2,021
1
2021-01
1,556,605.960789
48,254,784.784465
31
OPEC reports, theft peak
validated_synthetic
233,490.894118
58,372.72353
175,118.170589
70,047.268236
105,070.902353
2,021
2
2021-02
1,536,115.292663
43,011,228.194568
28
OPEC reports, theft peak
validated_synthetic
230,417.293899
57,604.323475
172,812.970425
69,125.18817
103,687.782255
2,021
3
2021-03
1,529,552.361149
47,416,123.195628
31
OPEC reports, theft peak
validated_synthetic
229,432.854172
57,358.213543
172,074.640629
68,829.856252
103,244.784378
2,021
4
2021-04
1,484,461.43422
44,533,843.026604
30
OPEC reports, theft peak
validated_synthetic
222,669.215133
55,667.303783
167,001.91135
66,800.76454
100,201.14681
2,021
5
2021-05
1,434,555.962502
44,471,234.837577
31
OPEC reports, theft peak
validated_synthetic
215,183.394375
53,795.848594
161,387.545782
64,555.018313
96,832.527469
2,021
6
2021-06
1,424,967.61334
42,749,028.400215
30
OPEC reports, theft peak
validated_synthetic
213,745.142001
53,436.2855
160,308.856501
64,123.5426
96,185.3139
2,021
7
2021-07
1,500,012.048122
46,500,373.491786
31
OPEC reports, theft peak
validated_synthetic
225,001.807218
56,250.451805
168,751.355414
67,500.542165
101,250.813248
2,021
8
2021-08
1,500,121.498926
46,503,766.4667
31
OPEC reports, theft peak
validated_synthetic
225,018.224839
56,254.55621
168,763.668629
67,505.467452
101,258.201177
2,021
9
2021-09
1,508,409.022353
45,252,270.670602
30
OPEC reports, theft peak
validated_synthetic
226,261.353353
56,565.338338
169,696.015015
67,878.406006
101,817.609009
2,021
10
2021-10
1,515,126.500397
46,968,921.512306
31
OPEC reports, theft peak
validated_synthetic
227,268.97506
56,817.243765
170,451.731295
68,180.692518
102,271.038777
2,021
11
2021-11
1,501,701.359829
45,051,040.794874
30
OPEC reports, theft peak
validated_synthetic
225,255.203974
56,313.800994
168,941.402981
67,576.561192
101,364.841788
2,021
12
2021-12
1,500,227.444203
46,507,050.770295
31
OPEC reports, theft peak
validated_synthetic
225,034.11663
56,258.529158
168,775.587473
67,510.234989
101,265.352484
2,022
1
2022-01
1,441,761.325055
44,694,601.076716
31
OPEC reports, theft peak
validated_synthetic
216,264.198758
54,066.04969
162,198.149069
64,879.259627
97,318.889441
2,022
2
2022-02
1,420,994.950309
39,787,858.608649
28
OPEC reports, theft peak
validated_synthetic
213,149.242546
53,287.310637
159,861.93191
63,944.772764
95,917.159146
2,022
3
2022-03
1,428,275.362816
44,276,536.247298
31
OPEC reports, theft peak
validated_synthetic
214,241.304422
53,560.326106
160,680.978317
64,272.391327
96,408.58699
2,022
4
2022-04
1,398,168.644509
41,945,059.335283
30
OPEC reports, theft peak
validated_synthetic
209,725.296676
52,431.324169
157,293.972507
62,917.589003
94,376.383504
2,022
5
2022-05
1,410,962.725419
43,739,844.487984
31
OPEC reports, theft peak
validated_synthetic
211,644.408813
52,911.102203
158,733.30661
63,493.322644
95,239.983966
2,022
6
2022-06
1,335,999.7423
40,079,992.269013
30
OPEC reports, theft peak
validated_synthetic
200,399.961345
50,099.990336
150,299.971009
60,119.988404
90,179.982605
2,022
7
2022-07
1,341,104.164969
41,574,229.114024
31
OPEC reports, theft peak
validated_synthetic
201,165.624745
50,291.406186
150,874.218559
60,349.687424
90,524.531135
2,022
8
2022-08
1,302,862.74743
40,388,745.170342
31
OPEC reports, theft peak
validated_synthetic
195,429.412115
48,857.353029
146,572.059086
58,628.823634
87,943.235452
2,022
9
2022-09
1,368,630.443147
41,058,913.294418
30
OPEC reports, theft peak
validated_synthetic
205,294.566472
51,323.641618
153,970.924854
61,588.369942
92,382.554912
2,022
10
2022-10
1,294,980.960782
40,144,409.78423
31
OPEC reports, theft peak
validated_synthetic
194,247.144117
48,561.786029
145,685.358088
58,274.143235
87,411.214853
2,022
11
2022-11
1,395,183.722539
41,855,511.676156
30
OPEC reports, theft peak
validated_synthetic
209,277.558381
52,319.389595
156,958.168786
62,783.267514
94,174.901271
2,022
12
2022-12
1,405,970.248859
43,585,077.714631
31
OPEC reports, theft peak
validated_synthetic
210,895.537329
52,723.884332
158,171.652997
63,268.661199
94,902.991798
2,023
1
2023-01
1,419,048.481559
43,990,502.928317
31
NNPC, subsidy removal
validated_synthetic
212,857.272234
53,214.318058
159,642.954175
63,857.18167
95,785.772505
2,023
2
2023-02
1,463,170.822783
40,968,783.03791
28
NNPC, subsidy removal
validated_synthetic
219,475.623417
54,868.905854
164,606.717563
65,842.687025
98,764.030538
2,023
3
2023-03
1,381,922.536241
42,839,598.623476
31
NNPC, subsidy removal
validated_synthetic
207,288.380436
51,822.095109
155,466.285327
62,186.514131
93,279.771196
2,023
4
2023-04
1,341,428.022748
40,242,840.682427
30
NNPC, subsidy removal
validated_synthetic
201,214.203412
50,303.550853
150,910.652559
60,364.261024
90,546.391535
2,023
5
2023-05
1,451,873.768857
45,008,086.83456
31
NNPC, subsidy removal
validated_synthetic
217,781.065329
54,445.266332
163,335.798996
65,334.319599
98,001.479398
2,023
6
2023-06
1,386,835.813714
41,605,074.411435
30
NNPC, subsidy removal
validated_synthetic
208,025.372057
52,006.343014
156,019.029043
62,407.611617
93,611.417426
2,023
7
2023-07
1,354,046.061104
41,975,427.894239
31
NNPC, subsidy removal
validated_synthetic
203,106.909166
50,776.727291
152,330.181874
60,932.07275
91,398.109125
2,023
8
2023-08
1,409,628.514527
43,698,483.950328
31
NNPC, subsidy removal
validated_synthetic
211,444.277179
52,861.069295
158,583.207884
63,433.283154
95,149.924731
2,023
9
2023-09
1,444,474.593243
43,334,237.7973
30
NNPC, subsidy removal
validated_synthetic
216,671.188986
54,167.797247
162,503.39174
65,001.356696
97,502.035044
2,023
10
2023-10
1,366,530.227517
42,362,437.05304
31
NNPC, subsidy removal
validated_synthetic
204,979.534128
51,244.883532
153,734.650596
61,493.860238
92,240.790357
2,023
11
2023-11
1,467,819.118994
44,034,573.569813
30
NNPC, subsidy removal
validated_synthetic
220,172.867849
55,043.216962
165,129.650887
66,051.860355
99,077.790532
2,023
12
2023-12
1,389,875.382424
43,086,136.855147
31
NNPC, subsidy removal
validated_synthetic
208,481.307364
52,120.326841
156,360.980523
62,544.392209
93,816.588314