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 2026-09-01
Last Updated 2026-10-20 10:20 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 10.2559077540
1990-02-01 10.2508638063
1990-03-01 10.2504264877
1990-04-01 10.2026914870
1990-05-01 10.2167389332
1990-06-01 10.1924784292
1990-07-01 10.2107180533
1990-08-01 10.2313463116
1990-09-01 10.2847080326
1990-10-01 10.2987725975
1990-11-01 10.3768225410
1990-12-01 10.3315821971
1991-01-01 9.8507280798
1991-02-01 9.8477608939
1991-03-01 9.8506070723
1991-04-01 9.9011032941
1991-05-01 9.9305706621
1991-06-01 9.8937558946
1991-07-01 9.9116179223
1991-08-01 9.9319875166
1991-09-01 9.8799119912
1991-10-01 9.8965307318
1991-11-01 9.8745167692
1991-12-01 9.8282275901
1992-01-01 9.2404009570
1992-02-01 9.2430569746
1992-03-01 9.2520820292
1992-04-01 9.2002624110
1992-05-01 9.2565285719
1992-06-01 9.1966539782
1992-07-01 9.2178660755
1992-08-01 9.1304091637
1992-09-01 9.1759793688
1992-10-01 9.1902299566
1992-11-01 9.1706102290
1992-12-01 9.2219725013
1993-01-01 9.1347838028
1993-02-01 9.2395070762
1993-03-01 9.2559442287
1993-04-01 9.3021131156
1993-05-01 9.2822192951
1993-06-01 9.2952214912
1993-07-01 9.2134766130
1993-08-01 9.2204337562
1993-09-01 9.2698732206
1993-10-01 9.2894538934
1993-11-01 9.2735692784
1993-12-01 9.3216411431
1994-01-01 9.3293515097
1994-02-01 9.3343847573
1994-03-01 9.3581521478
1994-04-01 9.4040069610
1994-05-01 9.4065098531
1994-06-01 9.4929701040
1994-07-01 9.6093651089
1994-08-01 9.6094523478
1994-09-01 9.6652421460
1994-10-01 9.5886182802
1994-11-01 9.6762671124
1994-12-01 9.7237691677
1995-01-01 9.8259692174
1995-02-01 9.8284512052
1995-03-01 9.8563977224
1995-04-01 9.8073271033
1995-05-01 9.9247351872
1995-06-01 10.0997603426
1995-07-01 10.1002767665
1995-08-01 10.2980964070
1995-09-01 10.3642918360
1995-10-01 10.4936667658
1995-11-01 10.6755968715
1995-12-01 10.7324002002
1996-01-01 10.7210301285
1996-02-01 10.7193797167
1996-03-01 10.9574845602
1996-04-01 11.1091771439
1996-05-01 11.2369716009
1996-06-01 11.3075120509
1996-07-01 11.4973137394
1996-08-01 11.5811311746
1996-09-01 11.6683535612
1996-10-01 11.7959400817
1996-11-01 11.7639765256
1996-12-01 11.8350721619
1997-01-01 12.0247011972
1997-02-01 12.1046819134
1997-03-01 12.2645844568
1997-04-01 12.3092493372
1997-05-01 12.4401617647
1997-06-01 12.6372492845
1997-07-01 12.5970325555
1997-08-01 12.5706399057
1997-09-01 12.6751038103
1997-10-01 12.6837743259
1997-11-01 12.6429257106
1997-12-01 12.7312877985
1998-01-01 13.1322725184
1998-02-01 13.2913233419
1998-03-01 13.2739820400
1998-04-01 13.1035450236
1998-05-01 13.3385298699
1998-06-01 13.3727671165
1998-07-01 13.5185730807
1998-08-01 13.5765688163
1998-09-01 13.5752019720
1998-10-01 13.6609965968
1998-11-01 13.8109737700
1998-12-01 13.8093854667
1999-01-01 13.8425214719
1999-02-01 14.3803995166
1999-03-01 14.2881888504
1999-04-01 14.3043543717
1999-05-01 14.2344173571
1999-06-01 14.2162849212
1999-07-01 14.0410239501
1999-08-01 14.2019701606
1999-09-01 14.1761039672
1999-10-01 14.2268989768
1999-11-01 14.2715252346
1999-12-01 14.3821317668
2000-01-01 14.4426961775
2000-02-01 14.6739215235
2000-03-01 14.7030694226
2000-04-01 15.0047099466
2000-05-01 15.2243897977
2000-06-01 15.4470926555
2000-07-01 15.8750421441
2000-08-01 16.0425299046
2000-09-01 16.0853708564
2000-10-01 16.0894458786
2000-11-01 16.1302008573
2000-12-01 16.1438001111
2001-01-01 16.1345143797
2001-02-01 16.1597122776
2001-03-01 15.9194316102
2001-04-01 16.6118817743
2001-05-01 16.5105763652
2001-06-01 16.1695667252
2001-07-01 16.4950396684
2001-08-01 16.6061278722
2001-09-01 16.8111380499
2001-10-01 16.3611818983
2001-11-01 16.8096160907
2001-12-01 16.7202524778
2002-01-01 16.2044761265
2002-02-01 16.2472144057
2002-03-01 16.0063460190
2002-04-01 15.6074558046
2002-05-01 15.5979425360
2002-06-01 15.3717655077
2002-07-01 14.8127006497
2002-08-01 14.9631626154
2002-09-01 14.8401029089
2002-10-01 14.7628391860
2002-11-01 14.5225773928
2002-12-01 14.3142968451
2003-01-01 14.3639283229
2003-02-01 14.0450712811
2003-03-01 13.8670805034
2003-04-01 13.9086712597
2003-05-01 13.8928502588
2003-06-01 13.7662860253
2003-07-01 13.7176009417
2003-08-01 13.5882125166
2003-09-01 13.5640653424
2003-10-01 13.7812469357
2003-11-01 13.8360620181
2003-12-01 13.9072301510
2004-01-01 14.0254243448
2004-02-01 14.0344407615
2004-03-01 14.0525204578
2004-04-01 13.9982443296
2004-05-01 13.9957671573
2004-06-01 14.0680216881
2004-07-01 14.0282726253
2004-08-01 13.8906480352
2004-09-01 13.6873028658
2004-10-01 13.9049988944
2004-11-01 13.9442661198
2004-12-01 13.9984234523
2005-01-01 14.0982582118
2005-02-01 14.3288072044
2005-03-01 14.3486061238
2005-04-01 14.2907087438
2005-05-01 14.2053546623
2005-06-01 14.1641559748
2005-07-01 14.2278699539
2005-08-01 14.2756318336
2005-09-01 14.1954442831
2005-10-01 14.0292364163
2005-11-01 14.1548789956
2005-12-01 14.1963912107
2006-01-01 15.4816610641
2006-02-01 15.3271495273
2006-03-01 15.4561746136
2006-04-01 14.2707289752
2006-05-01 14.3168143430
2006-06-01 14.2577594272
2006-07-01 14.2319358427
2006-08-01 14.2492920904
2006-09-01 14.1918613232
2006-10-01 14.0441609474
2006-11-01 13.9619745927
2006-12-01 14.5954854455
2007-01-01 14.6944187700
2007-02-01 14.3430323977
2007-03-01 14.0592752057
2007-04-01 13.8616707828
2007-05-01 13.9158569082
2007-06-01 13.9417940582
2007-07-01 13.9332900275
2007-08-01 14.0338434782
2007-09-01 13.9811434714
2007-10-01 14.0460202484
2007-11-01 14.1767355099
2007-12-01 14.1056464826
2008-01-01 14.1085981794
2008-02-01 14.1444655841
2008-03-01 14.0767812758
2008-04-01 14.2427085921
2008-05-01 14.3063958067
2008-06-01 14.3357541082
2008-07-01 14.3392029097
2008-08-01 14.2274723492
2008-09-01 14.2795462627
2008-10-01 14.2416365492
2008-11-01 14.1869939773
2008-12-01 14.2155830545
2009-01-01 14.0197159681
2009-02-01 14.1426821547
2009-03-01 14.3804404193
2009-04-01 14.0366931725
2009-05-01 13.7930994033
2009-06-01 13.6356642383
2009-07-01 13.3306943087
2009-08-01 13.1299952046
2009-09-01 12.8645237525
2009-10-01 12.6337606271
2009-11-01 12.4012810523
2009-12-01 12.1359490443
2010-01-01 11.9454180691
2010-02-01 11.7447671492
2010-03-01 11.5584264391
2010-04-01 11.4398881957
2010-05-01 11.3889991850
2010-06-01 11.3445293809
2010-07-01 11.2177261626
2010-08-01 11.1262736687
2010-09-01 11.0487011034
2010-10-01 11.0234912802
2010-11-01 10.9026950113
2010-12-01 10.9470200529
2011-01-01 10.9663402534
2011-02-01 10.8527140433
2011-03-01 10.7420475552
2011-04-01 10.7468926550
2011-05-01 10.6924003495
2011-06-01 10.5568739203
2011-07-01 10.4988118290
2011-08-01 10.5199389636
2011-09-01 10.5362775997
2011-10-01 10.5164182450
2011-11-01 10.4989115075
2011-12-01 10.3459593323
2012-01-01 10.4898884097
2012-02-01 10.3648178008
2012-03-01 10.3385370923
2012-04-01 10.1566094680
2012-05-01 10.1004997827
2012-06-01 9.9607357896
2012-07-01 9.9856818296
2012-08-01 9.9073801664
2012-09-01 9.8258510516
2012-10-01 9.7046610477
2012-11-01 9.6859626573
2012-12-01 9.6390836237
2013-01-01 9.6149746547
2013-02-01 9.6904420646
2013-03-01 9.6351763442
2013-04-01 9.6747055986
2013-05-01 9.6079757556
2013-06-01 9.5567414190
2013-07-01 9.5695734287
2013-08-01 9.4917889826
2013-09-01 9.5190468117
2013-10-01 9.5981056814
2013-11-01 9.4776413110
2013-12-01 9.4253263935
2014-01-01 9.4347587098
2014-02-01 9.3177886075
2014-03-01 9.4398642872
2014-04-01 9.3857658110
2014-05-01 9.3128667307
2014-06-01 9.3423665862
2014-07-01 9.3601907482
2014-08-01 9.2806995556
2014-09-01 9.3192512034
2014-10-01 9.0925611654
2014-11-01 9.0748983659
2014-12-01 9.0135044780
2015-01-01 8.9453720326
2015-02-01 8.9424229615
2015-03-01 8.9427396284
2015-04-01 8.9949733659
2015-05-01 9.2110194517
2015-06-01 9.2201460911
2015-07-01 9.1563540618
2015-08-01 9.2731028385
2015-09-01 9.3258778256
2015-10-01 9.4943300427
2015-11-01 9.5799200053
2015-12-01 9.4990095502
2016-01-01 9.3493895536
2016-02-01 9.3568506368
2016-03-01 9.3510886856
2016-04-01 9.2952319518
2016-05-01 9.3006566877
2016-06-01 9.1957072978
2016-07-01 9.2631344260
2016-08-01 9.2771579426
2016-09-01 9.2383010456
2016-10-01 9.1942300608
2016-11-01 9.1911329582
2016-12-01 9.2013607248
2017-01-01 9.2449452763
2017-02-01 9.1545053517
2017-03-01 9.1500934523
2017-04-01 9.0916232076
2017-05-01 8.9842763093
2017-06-01 8.9809059087
2017-07-01 8.9736670448
2017-08-01 8.8865946143
2017-09-01 8.8484465275
2017-10-01 8.7995340526
2017-11-01 8.8005375404
2017-12-01 8.8145041552
2018-01-01 8.7309950944
2018-02-01 8.7431166459
2018-03-01 8.7461495760
2018-04-01 8.7844343422
2018-05-01 8.8762278994
2018-06-01 8.8691089466
2018-07-01 8.7824858462
2018-08-01 8.8024155676
2018-09-01 8.8523931682
2018-10-01 8.6005435457
2018-11-01 8.7017908761
2018-12-01 8.6317188884
2019-01-01 8.7189167118
2019-02-01 8.7348885439
2019-03-01 8.8456296940
2019-04-01 8.6819025593
2019-05-01 8.6771035338
2019-06-01 8.6648446627
2019-07-01 8.6871921361
2019-08-01 8.7135243530
2019-09-01 8.7420458964
2019-10-01 8.8990722121
2019-11-01 8.8933056031
2019-12-01 8.9493474299
2020-01-01 9.0076928762
2020-02-01 9.1337862709
2020-03-01 9.1485533466
2020-04-01 9.1870418162
2020-05-01 9.1861793268
2020-06-01 9.0613345420
2020-07-01 8.9928970399
2020-08-01 8.9191281318
2020-09-01 8.8201185881
2020-10-01 8.7900509072
2020-11-01 8.7776860910
2020-12-01 8.7688042240
2021-01-01 8.7009798507
2021-02-01 8.5361502758
2021-03-01 8.5480024080
2021-04-01 8.4962115815
2021-05-01 8.3984695291
2021-06-01 8.4766210044
2021-07-01 8.4979004689
2021-08-01 8.3133805738
2021-09-01 8.2934158321
2021-10-01 8.1810071940
2021-11-01 8.1603655935
2021-12-01 8.0819173505
2022-01-01 8.0976583235
2022-02-01 8.0464983581
2022-03-01 7.9443396788
2022-04-01 8.0038704903
2022-05-01 8.0147426062
2022-06-01 7.9915580532
2022-07-01 8.2016959738
2022-08-01 8.3058775034
2022-09-01 8.2692739401
2022-10-01 8.2722083520
2022-11-01 8.2401326890
2022-12-01 8.1865865531
2023-01-01 8.0999710400
2023-02-01 8.1610509646
2023-03-01 8.1468936858
2023-04-01 8.1038765102
2023-05-01 8.1260760293
2023-06-01 8.1056649318
2023-07-01 8.0081268957
2023-08-01 7.9983465202
2023-09-01 7.9559321146
2023-10-01 7.8652238113
2023-11-01 7.8294556132
2023-12-01 7.7863523328
2024-01-01 7.8063319371
2024-02-01 7.7667817601
2024-03-01 7.7441655463
2024-04-01 7.7018147641
2024-05-01 7.6285832502
2024-06-01 7.5130810884
2024-07-01 7.5153105592
2024-08-01 7.4948022504
2024-09-01 7.4548933650
2024-10-01 7.4612571112
2024-11-01 7.4259767026
2024-12-01 7.3844249282
2025-01-01 7.3110108232
2025-02-01 7.2661422013
2025-03-01 7.2413046220
2025-04-01 7.0946045003
2025-05-01 7.1245919510
2025-06-01 7.1197598185
2025-07-01 7.2210274824
2025-08-01 7.0944259647
2025-09-01 7.0617057485
2025-10-01 6.9606036557
2025-11-01 7.0266683872
2025-12-01 7.1788098358
2026-01-01 6.9138182278
2026-02-01 6.8637790476
2026-03-01 6.8376398460
2026-04-01 6.8912713297
2026-05-01 6.9225578629
2026-06-01 6.8203919170
2026-07-01 6.7223643118
2026-08-01 6.6962192624
2026-09-01 6.6686540484

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