Table Data - All Employees: Information: Telecommunications in Oklahoma

Title All Employees: Information: Telecommunications in Oklahoma
Series ID SMU40000005051700001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-08-01
Last Updated 2026-09-18 11:29 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 10.2558937273
1990-02-01 10.2508549909
1990-03-01 10.2504204368
1990-04-01 10.2026877640
1990-05-01 10.2167366452
1990-06-01 10.1924787549
1990-07-01 10.2107201778
1990-08-01 10.2313498445
1990-09-01 10.2847129962
1990-10-01 10.2987789438
1990-11-01 10.3768290010
1990-12-01 10.3315921715
1991-01-01 9.8507153864
1991-02-01 9.8477531230
1991-03-01 9.8506016220
1991-04-01 9.9010998787
1991-05-01 9.9305686168
1991-06-01 9.8937562399
1991-07-01 9.9116199973
1991-08-01 9.9319905421
1991-09-01 9.8799161317
1991-10-01 9.8965361301
1991-11-01 9.8745219807
1991-12-01 9.8282357071
1992-01-01 9.2403906067
1992-02-01 9.2430510084
1992-03-01 9.2520777338
1992-04-01 9.2002597793
1992-05-01 9.2565269797
1992-06-01 9.1966543511
1992-07-01 9.2178679723
1992-08-01 9.1304114185
1992-09-01 9.1759823818
1992-10-01 9.1902339559
1992-11-01 9.1706135409
1992-12-01 9.2219779233
1993-01-01 9.1347756767
1993-02-01 9.2395031610
1993-03-01 9.2559409359
1993-04-01 9.3021112462
1993-05-01 9.2822181961
1993-06-01 9.2952220564
1993-07-01 9.2134785639
1993-08-01 9.2204355576
1993-09-01 9.2698754360
1993-10-01 9.2894566902
1993-11-01 9.2735704319
1993-12-01 9.3216435642
1994-01-01 9.3293452882
1994-02-01 9.3343831131
1994-03-01 9.3581502169
1994-04-01 9.4040063117
1994-05-01 9.4065096954
1994-06-01 9.4929709948
1994-07-01 9.6093672896
1994-08-01 9.6094540383
1994-09-01 9.6652435735
1994-10-01 9.5886195600
1994-11-01 9.6762661062
1994-12-01 9.7237687361
1995-01-01 9.8259611234
1995-02-01 9.8284530525
1995-03-01 9.8563980340
1995-04-01 9.8073279378
1995-05-01 9.9247366038
1995-06-01 10.0997620778
1995-07-01 10.1002795542
1995-08-01 10.2980982140
1995-09-01 10.3642924382
1995-10-01 10.4936665354
1995-11-01 10.6755935249
1995-12-01 10.7323957570
1996-01-01 10.7210147477
1996-02-01 10.7193883860
1996-03-01 10.9574889058
1996-04-01 11.1091800586
1996-05-01 11.2369750436
1996-06-01 11.3075148854
1996-07-01 11.4973171393
1996-08-01 11.5811328952
1996-09-01 11.6683532922
1996-10-01 11.7959382978
1996-11-01 11.7639713140
1996-12-01 11.8350643091
1997-01-01 12.0246754592
1997-02-01 12.1046984240
1997-03-01 12.2645932848
1997-04-01 12.3092542729
1997-05-01 12.4401671355
1997-06-01 12.6372532445
1997-07-01 12.5970360637
1997-08-01 12.5706409774
1997-09-01 12.6751027977
1997-10-01 12.6837717620
1997-11-01 12.6429198026
1997-12-01 12.7312771781
1998-01-01 13.1322404655
1998-02-01 13.2913470536
1998-03-01 13.2739919101
1998-04-01 13.1035488498
1998-05-01 13.3385379280
1998-06-01 13.3727714451
1998-07-01 13.5185755774
1998-08-01 13.5765675568
1998-09-01 13.5751979870
1998-10-01 13.6610014692
1998-11-01 13.8109654046
1998-12-01 13.8093761187
1999-01-01 13.8424906043
1999-02-01 14.3804247879
1999-03-01 14.2881953460
1999-04-01 14.3043556570
1999-05-01 14.2344265387
1999-06-01 14.2162887209
1999-07-01 14.0410247441
1999-08-01 14.2019663561
1999-09-01 14.1760975635
1999-10-01 14.2269134832
1999-11-01 14.2715151622
1999-12-01 14.3821238967
2000-01-01 14.4426785581
2000-02-01 14.6739421039
2000-03-01 14.7030682734
2000-04-01 15.0047065840
2000-05-01 15.2243987161
2000-06-01 15.4470949868
2000-07-01 15.8750411442
2000-08-01 16.0425225869
2000-09-01 16.0853605356
2000-10-01 16.0894733552
2000-11-01 16.1301879113
2000-12-01 16.1437959605
2001-01-01 16.1345162852
2001-02-01 16.1597234487
2001-03-01 15.9194226368
2001-04-01 16.6118753330
2001-05-01 16.5105826379
2001-06-01 16.1695668589
2001-07-01 16.4950369320
2001-08-01 16.6061188929
2001-09-01 16.8111266642
2001-10-01 16.3612105549
2001-11-01 16.8096034391
2001-12-01 16.7202517851
2002-01-01 16.2045006915
2002-02-01 16.2472141791
2002-03-01 16.0063330603
2002-04-01 15.6074489829
2002-05-01 15.5979465475
2002-06-01 15.3717644223
2002-07-01 14.8126975859
2002-08-01 14.9631521132
2002-09-01 14.8400885643
2002-10-01 14.7628689267
2002-11-01 14.5225616324
2002-12-01 14.3142916391
2003-01-01 14.3639660307
2003-02-01 14.0450691112
2003-03-01 13.8670748483
2003-04-01 13.9086663775
2003-05-01 13.8928510901
2003-06-01 13.7662840749
2003-07-01 13.7175970469
2003-08-01 13.5882017617
2003-09-01 13.5640504060
2003-10-01 13.7812687385
2003-11-01 13.8360424310
2003-12-01 13.9072172002
2004-01-01 14.0254719879
2004-02-01 14.0344435248
2004-03-01 14.0525255932
2004-04-01 13.9982408575
2004-05-01 13.9957665008
2004-06-01 14.0680188704
2004-07-01 14.0282674600
2004-08-01 13.8906352919
2004-09-01 13.6872854012
2004-10-01 13.9050148557
2004-11-01 13.9442403978
2004-12-01 13.9984030390
2005-01-01 14.0983097253
2005-02-01 14.3288192264
2005-03-01 14.3486246867
2005-04-01 14.2907062405
2005-05-01 14.2053523975
2005-06-01 14.1641516178
2005-07-01 14.2278625482
2005-08-01 14.2756184663
2005-09-01 14.1954272827
2005-10-01 14.0292417676
2005-11-01 14.1548516858
2005-12-01 14.1963709208
2006-01-01 15.4817151163
2006-02-01 15.3271674629
2006-03-01 15.4562029809
2006-04-01 14.2707263124
2006-05-01 14.3168123363
2006-06-01 14.2577542399
2006-07-01 14.2319273387
2006-08-01 14.2492785906
2006-09-01 14.1918443954
2006-10-01 14.0441659205
2006-11-01 13.9619462932
2006-12-01 14.5954652381
2007-01-01 14.6944640975
2007-02-01 14.3430526130
2007-03-01 14.0593036713
2007-04-01 13.8616669092
2007-05-01 13.9158542272
2007-06-01 13.9417882094
2007-07-01 13.9332811784
2007-08-01 14.0338323313
2007-09-01 13.9811308634
2007-10-01 14.0460213744
2007-11-01 14.1767112476
2007-12-01 14.1056336386
2008-01-01 14.1086345851
2008-02-01 14.1444807380
2008-03-01 14.0768053635
2008-04-01 14.2427046542
2008-05-01 14.3063929942
2008-06-01 14.3357483959
2008-07-01 14.3391949239
2008-08-01 14.2274642088
2008-09-01 14.2795377971
2008-10-01 14.2416356105
2008-11-01 14.1869766413
2008-12-01 14.2155762384
2009-01-01 14.0197427169
2009-02-01 14.1426920208
2009-03-01 14.3804578994
2009-04-01 14.0366899347
2009-05-01 13.7930967988
2009-06-01 13.6356597502
2009-07-01 13.3306883360
2009-08-01 13.1299907135
2009-09-01 12.8645200411
2009-10-01 12.6337571533
2009-11-01 12.4012727892
2009-12-01 12.1359485945
2010-01-01 11.9454341735
2010-02-01 11.7447695721
2010-03-01 11.5584344207
2010-04-01 11.4398870367
2010-05-01 11.3889970252
2010-06-01 11.3445262653
2010-07-01 11.2177222111
2010-08-01 11.1262716221
2010-09-01 11.0487000680
2010-10-01 11.0234895496
2010-11-01 10.9026917534
2010-12-01 10.9470189450
2011-01-01 10.9663522123
2011-02-01 10.8527160363
2011-03-01 10.7420513058
2011-04-01 10.7468911894
2011-05-01 10.6923970853
2011-06-01 10.5568696665
2011-07-01 10.4988073665
2011-08-01 10.5199379069
2011-09-01 10.5362801283
2011-10-01 10.5164186353
2011-11-01 10.4989118776
2011-12-01 10.3459588172
2012-01-01 10.4898977800
2012-02-01 10.3648201615
2012-03-01 10.3385392032
2012-04-01 10.1566084638
2012-05-01 10.1004936681
2012-06-01 9.9607250074
2012-07-01 9.9856764747
2012-08-01 9.9073779921
2012-09-01 9.8258520495
2012-10-01 9.7046761594
2012-11-01 9.6859677215
2012-12-01 9.6390855429
2013-01-01 9.6149733937
2013-02-01 9.6904497941
2013-03-01 9.6351792895
2013-04-01 9.6747043744
2013-05-01 9.6079670860
2013-06-01 9.5567077062
2013-07-01 9.5695689958
2013-08-01 9.4917878646
2013-09-01 9.5190493393
2013-10-01 9.5981396547
2013-11-01 9.4776549772
2013-12-01 9.4253341074
2014-01-01 9.4347509569
2014-02-01 9.3178019525
2014-03-01 9.4398669185
2014-04-01 9.3857572634
2014-05-01 9.3128449026
2014-06-01 9.3423012828
2014-07-01 9.3601849705
2014-08-01 9.2807064527
2014-09-01 9.3192659459
2014-10-01 9.0926196798
2014-11-01 9.0749258133
2014-12-01 9.0135205492
2015-01-01 8.9453551420
2015-02-01 8.9424397386
2015-03-01 8.9427488372
2015-04-01 8.9949709924
2015-05-01 9.2108974641
2015-06-01 9.2200664467
2015-07-01 9.1563587546
2015-08-01 9.2731280730
2015-09-01 9.3258931679
2015-10-01 9.4945020354
2015-11-01 9.5799693579
2015-12-01 9.4990014139
2016-01-01 9.3493687776
2016-02-01 9.3568631913
2016-03-01 9.3510799774
2016-04-01 9.2952082075
2016-05-01 9.3004206969
2016-06-01 9.1956169052
2016-07-01 9.2631215995
2016-08-01 9.2771614891
2016-09-01 9.2385114435
2016-10-01 9.1944770182
2016-11-01 9.1911981910
2016-12-01 9.2013326857
2017-01-01 9.2449105724
2017-02-01 9.1544761151
2017-03-01 9.1500309956
2017-04-01 9.0915549223
2017-05-01 8.9839250624
2017-06-01 8.9808020223
2017-07-01 8.9736328761
2017-08-01 8.8866036352
2017-09-01 8.8488908138
2017-10-01 8.7998632279
2017-11-01 8.8006502990
2017-12-01 8.8145263239
2018-01-01 8.7310480496
2018-02-01 8.7426436545
2018-03-01 8.7461542458
2018-04-01 8.7844227838
2018-05-01 8.8755861097
2018-06-01 8.8690359485
2018-07-01 8.7825206033
2018-08-01 8.8024188200
2018-09-01 8.8531226005
2018-10-01 8.6009419552
2018-11-01 8.7019655650
2018-12-01 8.6318011832
2019-01-01 8.7190782758
2019-02-01 8.7340515852
2019-03-01 8.8453158402
2019-04-01 8.6821189172
2019-05-01 8.6763705930
2019-06-01 8.6646684308
2019-07-01 8.6872174679
2019-08-01 8.7136406448
2019-09-01 8.7429392235
2019-10-01 8.8996212366
2019-11-01 8.8936412921
2019-12-01 8.9496395203
2020-01-01 9.0075212091
2020-02-01 9.1326692621
2020-03-01 9.1479647915
2020-04-01 9.1875139452
2020-05-01 9.1853847721
2020-06-01 9.0610542097
2020-07-01 8.9929127351
2020-08-01 8.9193235820
2020-09-01 8.8211734576
2020-10-01 8.7906501402
2020-11-01 8.7781424719
2020-12-01 8.7692534484
2021-01-01 8.7003848007
2021-02-01 8.5352688743
2021-03-01 8.5471078040
2021-04-01 8.4968101834
2021-05-01 8.3979982455
2021-06-01 8.4760707803
2021-07-01 8.4978147106
2021-08-01 8.3136577606
2021-09-01 8.2943644062
2021-10-01 8.1816123909
2021-11-01 8.1609374833
2021-12-01 8.0825399404
2022-01-01 8.0967279896
2022-02-01 8.0458176551
2022-03-01 7.9436234936
2022-04-01 8.0045161479
2022-05-01 8.0142860339
2022-06-01 7.9907086024
2022-07-01 8.2016801974
2022-08-01 8.3059568888
2022-09-01 8.2699769362
2022-10-01 8.2729933837
2022-11-01 8.2408142355
2022-12-01 8.1872884703
2023-01-01 8.0991023087
2023-02-01 8.1609612360
2023-03-01 8.1461205847
2023-04-01 8.1045433227
2023-05-01 8.1257594358
2023-06-01 8.1042572971
2023-07-01 8.0077877684
2023-08-01 7.9975651125
2023-09-01 7.9568083255
2023-10-01 7.8663812798
2023-11-01 7.8303231655
2023-12-01 7.7871970399
2024-01-01 7.8056515033
2024-02-01 7.7672062842
2024-03-01 7.7437071516
2024-04-01 7.7023024590
2024-05-01 7.6281266381
2024-06-01 7.5113786195
2024-07-01 7.5148452505
2024-08-01 7.4939752746
2024-09-01 7.4544662626
2024-10-01 7.4628629729
2024-11-01 7.4270267464
2024-12-01 7.3853506562
2025-01-01 7.3109784344
2025-02-01 7.2670183670
2025-03-01 7.2411329868
2025-04-01 7.0949324363
2025-05-01 7.1241017122
2025-06-01 7.1178248493
2025-07-01 7.2203831955
2025-08-01 7.0937805402
2025-09-01 7.0594884199
2025-10-01 6.9625993316
2025-11-01 7.0279592220
2025-12-01 7.1799490460
2026-01-01 6.9144582536
2026-02-01 6.8647170072
2026-03-01 6.8378614044
2026-04-01 6.8915479178
2026-05-01 6.9217677719
2026-06-01 6.8183890591
2026-07-01 6.7218950457
2026-08-01 6.6963193733

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