Table Data - All Employees: Professional and Business Services: Management of Companies and Enterprises in Oklahoma

Title All Employees: Professional and Business Services: Management of Companies and Enterprises in Oklahoma
Series ID SMU40000006055000001SA
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 2025-12-01
Last Updated 2026-01-28 2:21 AM CST
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 15.7462575194071
1990-02-01 15.9426718348500
1990-03-01 15.9902065318392
1990-04-01 16.4984933809005
1990-05-01 16.9071308194425
1990-06-01 16.9834573534733
1990-07-01 17.4562130823666
1990-08-01 17.3888533074317
1990-09-01 17.4256912883460
1990-10-01 17.5983613930000
1990-11-01 17.7934918172292
1990-12-01 18.0680034288117
1991-01-01 17.2579466039594
1991-02-01 17.7456908266010
1991-03-01 17.7772837906966
1991-04-01 17.6911589046454
1991-05-01 17.9068035739123
1991-06-01 17.9841875760761
1991-07-01 17.2571046077290
1991-08-01 17.4855397069055
1991-09-01 17.4210875543725
1991-10-01 17.3992815647086
1991-11-01 17.4055969398153
1991-12-01 17.5781744079564
1992-01-01 16.3837169083595
1992-02-01 16.4407796649376
1992-03-01 16.3471671409068
1992-04-01 16.3808374128553
1992-05-01 16.3146009043746
1992-06-01 16.6748199489186
1992-07-01 16.3500294537234
1992-08-01 16.2902239432217
1992-09-01 16.3050614459318
1992-10-01 16.4040179784400
1992-11-01 16.5292091216343
1992-12-01 16.4962849707321
1993-01-01 17.3211337049022
1993-02-01 17.4341210267653
1993-03-01 17.4096205820436
1993-04-01 17.6689831155094
1993-05-01 17.5148140506651
1993-06-01 17.4533204725785
1993-07-01 17.3392735907073
1993-08-01 17.2977955949484
1993-09-01 17.3004175010248
1993-10-01 17.3095598220839
1993-11-01 17.1551339592289
1993-12-01 17.1246645908344
1994-01-01 18.4551025600909
1994-02-01 18.3125002590038
1994-03-01 18.4757448911823
1994-04-01 18.4743076293242
1994-05-01 18.4079515881884
1994-06-01 18.3194613542948
1994-07-01 18.4234228550596
1994-08-01 18.6065986006914
1994-09-01 18.6045129764116
1994-10-01 18.6085298211128
1994-11-01 18.6918521136578
1994-12-01 18.7591748692902
1995-01-01 18.7691038663279
1995-02-01 18.8881943634844
1995-03-01 18.9559862297056
1995-04-01 18.7889947914753
1995-05-01 18.6936662267782
1995-06-01 18.7823654904103
1995-07-01 18.9115505804100
1995-08-01 18.8084782691187
1995-09-01 19.0272664303667
1995-10-01 18.7108051483402
1995-11-01 18.7116773528825
1995-12-01 18.8829793033825
1996-01-01 18.3669335464920
1996-02-01 18.2598083259464
1996-03-01 18.5522466017361
1996-04-01 18.7097103629316
1996-05-01 18.7972215597306
1996-06-01 18.7542082446894
1996-07-01 18.3941008629775
1996-08-01 18.6092446589829
1996-09-01 18.6436212147837
1996-10-01 18.8090862698442
1996-11-01 18.8248303323569
1996-12-01 18.6919260981247
1997-01-01 19.1600530852043
1997-02-01 19.2429312556435
1997-03-01 19.0668459595886
1997-04-01 18.9125198532125
1997-05-01 19.1115888596754
1997-06-01 19.1369708625803
1997-07-01 19.1888764310401
1997-08-01 19.2013894592902
1997-09-01 19.0534168692673
1997-10-01 19.2086436859014
1997-11-01 19.1225267549980
1997-12-01 19.0805347327866
1998-01-01 19.5586498650483
1998-02-01 19.7390615211864
1998-03-01 19.7953757446341
1998-04-01 19.9069093654126
1998-05-01 20.1265241967843
1998-06-01 20.3529299587473
1998-07-01 20.2744506047416
1998-08-01 20.2820067892345
1998-09-01 20.0434705184078
1998-10-01 20.2987807841397
1998-11-01 20.4195901706815
1998-12-01 20.2660802011362
1999-01-01 20.0669375963830
1999-02-01 19.8608181786537
1999-03-01 19.7309395755706
1999-04-01 19.5842368398668
1999-05-01 19.2355387878930
1999-06-01 18.7839219788506
1999-07-01 18.9721296243645
1999-08-01 18.7527788505626
1999-09-01 18.6185009352600
1999-10-01 18.7920744891974
1999-11-01 18.2938598899138
1999-12-01 18.1375281411526
2000-01-01 17.9954920065106
2000-02-01 17.7972106474906
2000-03-01 17.6659625474645
2000-04-01 17.4611507409457
2000-05-01 17.1482826534994
2000-06-01 17.1392301542172
2000-07-01 16.9540396359560
2000-08-01 17.0246176412254
2000-09-01 16.9874036206778
2000-10-01 16.7700307843034
2000-11-01 16.7599722281549
2000-12-01 16.8186058579118
2001-01-01 16.6262107030602
2001-02-01 16.6366643172593
2001-03-01 16.6030649931634
2001-04-01 16.6418086540876
2001-05-01 16.7507063518418
2001-06-01 16.4809976206916
2001-07-01 16.6563810374051
2001-08-01 16.4070319043749
2001-09-01 16.4642057471336
2001-10-01 16.1450789505376
2001-11-01 16.0251733950367
2001-12-01 16.0986569439114
2002-01-01 15.5443847935623
2002-02-01 15.6570176662609
2002-03-01 15.7332664985294
2002-04-01 16.2425591439984
2002-05-01 16.1438732213557
2002-06-01 16.2266262875174
2002-07-01 16.0525660213257
2002-08-01 16.0989521035698
2002-09-01 16.0561595293411
2002-10-01 16.3180084446637
2002-11-01 16.1103524002611
2002-12-01 15.8975967351930
2003-01-01 15.6352770415768
2003-02-01 15.5579101277844
2003-03-01 15.4439723742825
2003-04-01 15.1548479212937
2003-05-01 15.3363748936922
2003-06-01 15.3393289420909
2003-07-01 15.7700500098607
2003-08-01 15.9064338882994
2003-09-01 15.9560100399358
2003-10-01 16.2088261139423
2003-11-01 16.2065557523905
2003-12-01 16.0971126131748
2004-01-01 16.1167048104031
2004-02-01 16.0403794644706
2004-03-01 16.0347913545688
2004-04-01 16.1660555642619
2004-05-01 16.2370654949676
2004-06-01 16.2494106894923
2004-07-01 16.1775429645656
2004-08-01 16.2185174949710
2004-09-01 16.3623315529905
2004-10-01 16.5084881415463
2004-11-01 16.6234565381264
2004-12-01 16.8138116741230
2005-01-01 16.1824301119833
2005-02-01 16.3187040063201
2005-03-01 16.3165158071241
2005-04-01 16.2634317843358
2005-05-01 16.2349150051059
2005-06-01 16.1402541686163
2005-07-01 16.2038991748545
2005-08-01 16.2352519716274
2005-09-01 16.2636667714874
2005-10-01 16.2197153790808
2005-11-01 16.2489381497841
2005-12-01 16.3233830784426
2006-01-01 16.3566784917282
2006-02-01 16.2924411048718
2006-03-01 16.3994694635467
2006-04-01 16.2540047582143
2006-05-01 16.3260247455108
2006-06-01 16.4445081150450
2006-07-01 16.4256902363872
2006-08-01 16.4421950630078
2006-09-01 16.6607395575140
2006-10-01 16.4416194173786
2006-11-01 16.3684038992896
2006-12-01 16.3276504498357
2007-01-01 16.5338628521635
2007-02-01 16.6803077626467
2007-03-01 16.6839335888412
2007-04-01 16.7418255900548
2007-05-01 16.8218784995629
2007-06-01 17.0480190905289
2007-07-01 16.9526690077053
2007-08-01 16.8442822229816
2007-09-01 16.7583462524836
2007-10-01 16.7591988054370
2007-11-01 16.7670253866741
2007-12-01 16.7170514531032
2008-01-01 17.0210551833345
2008-02-01 17.0734205155398
2008-03-01 17.1777472129761
2008-04-01 17.4395613101259
2008-05-01 17.4336495268946
2008-06-01 17.6615220549124
2008-07-01 17.3680120395257
2008-08-01 17.4388558973573
2008-09-01 17.3590923762441
2008-10-01 17.6631637106059
2008-11-01 17.9501491396771
2008-12-01 17.4968577474281
2009-01-01 17.3091353414713
2009-02-01 17.2793583772404
2009-03-01 17.1795758521342
2009-04-01 17.1426625496211
2009-05-01 17.1588249063130
2009-06-01 17.0763963850974
2009-07-01 17.0738022860960
2009-08-01 17.2392562235131
2009-09-01 17.2574038075966
2009-10-01 17.1487793939109
2009-11-01 17.3362408144239
2009-12-01 17.3761618318108
2010-01-01 17.3006236223369
2010-02-01 17.2785689690963
2010-03-01 17.2778398496743
2010-04-01 17.1562174454616
2010-05-01 17.0955909676268
2010-06-01 16.9909943777338
2010-07-01 17.0662043268205
2010-08-01 17.0395118028621
2010-09-01 16.9557692071893
2010-10-01 16.9354208995163
2010-11-01 17.0257371239130
2010-12-01 17.0611940306840
2011-01-01 17.1965883273799
2011-02-01 17.1812254567853
2011-03-01 17.2649306204715
2011-04-01 17.3655774294756
2011-05-01 17.5359479147553
2011-06-01 17.6957692337933
2011-07-01 17.6438004417769
2011-08-01 17.7448597348381
2011-09-01 17.8592406756954
2011-10-01 18.0285032383545
2011-11-01 18.0307955655895
2011-12-01 18.1708055657361
2012-01-01 18.0849919381504
2012-02-01 18.1676110529897
2012-03-01 18.2440346097815
2012-04-01 18.3658261102277
2012-05-01 18.4679999178321
2012-06-01 18.5909471745398
2012-07-01 18.8260871349781
2012-08-01 18.8592437769413
2012-09-01 18.9711601592686
2012-10-01 19.0339497456429
2012-11-01 18.9357446906707
2012-12-01 18.9917557262135
2013-01-01 19.1661463897583
2013-02-01 19.2464417146322
2013-03-01 19.2261255136840
2013-04-01 18.9504048595941
2013-05-01 18.9842240575341
2013-06-01 18.9878583827198
2013-07-01 19.0221584682628
2013-08-01 18.9812226493119
2013-09-01 18.9830455669188
2013-10-01 19.0480155329762
2013-11-01 19.0402564474825
2013-12-01 18.9171731900901
2014-01-01 18.7396935092426
2014-02-01 18.7153497616896
2014-03-01 18.7061895568750
2014-04-01 19.0374039781529
2014-05-01 19.2869466397330
2014-06-01 19.2862621924086
2014-07-01 19.3420955269436
2014-08-01 19.4105403703490
2014-09-01 19.3903134471998
2014-10-01 19.3642589224252
2014-11-01 19.4260727559474
2014-12-01 19.5239935138978
2015-01-01 19.7188496934437
2015-02-01 19.7982250712537
2015-03-01 19.8029502507873
2015-04-01 19.8312735137106
2015-05-01 19.5715004615517
2015-06-01 19.4844075232117
2015-07-01 19.4700908791623
2015-08-01 19.4365637815627
2015-09-01 19.3925211364285
2015-10-01 19.3746701682598
2015-11-01 19.5126552081541
2015-12-01 19.5143440124788
2016-01-01 19.7023080565583
2016-02-01 19.6933144735280
2016-03-01 19.6114602679147
2016-04-01 19.6362446507304
2016-05-01 19.6454605566986
2016-06-01 19.4796362511959
2016-07-01 19.7055746036612
2016-08-01 19.7664256431549
2016-09-01 19.7917214291075
2016-10-01 19.7629563076835
2016-11-01 19.7880401975367
2016-12-01 19.7787787725996
2017-01-01 19.8096359567852
2017-02-01 19.8065650632197
2017-03-01 19.8392256312600
2017-04-01 19.7497685670739
2017-05-01 19.7123106240961
2017-06-01 19.7738503816049
2017-07-01 19.7395432550834
2017-08-01 19.6912120988900
2017-09-01 19.8872885495841
2017-10-01 19.9272594401578
2017-11-01 19.9676574860943
2017-12-01 19.8290598910736
2018-01-01 20.0330156958827
2018-02-01 20.0328738550155
2018-03-01 20.0637423240407
2018-04-01 19.9687211393211
2018-05-01 20.3937647640493
2018-06-01 20.4691513503755
2018-07-01 20.5695640128479
2018-08-01 20.6117165237467
2018-09-01 20.5805389287306
2018-10-01 20.5735026244656
2018-11-01 20.5362598653722
2018-12-01 20.7774033975788
2019-01-01 20.8725398450188
2019-02-01 20.9647395791115
2019-03-01 21.0932604196036
2019-04-01 21.2882300074443
2019-05-01 21.4881670465387
2019-06-01 21.5662771386307
2019-07-01 21.6807696326555
2019-08-01 21.7131416715397
2019-09-01 21.7755261689619
2019-10-01 21.8308082323530
2019-11-01 21.9158318708795
2019-12-01 21.9440936457220
2020-01-01 21.8040975816487
2020-02-01 21.8867290715390
2020-03-01 21.9113740100189
2020-04-01 20.9021623131725
2020-05-01 19.9941257861057
2020-06-01 20.1647011315706
2020-07-01 19.7775263848592
2020-08-01 19.8047228667046
2020-09-01 19.8745932513657
2020-10-01 20.3109582688451
2020-11-01 20.6056913023508
2020-12-01 20.6349381227165
2021-01-01 20.7243119882222
2021-02-01 20.7897477300410
2021-03-01 21.0169349075127
2021-04-01 21.3098361590810
2021-05-01 21.2032501760073
2021-06-01 21.1595714125927
2021-07-01 21.3617710971784
2021-08-01 21.6922217417980
2021-09-01 21.8783724860730
2021-10-01 22.0140688555396
2021-11-01 22.0193566062421
2021-12-01 21.9505484477324
2022-01-01 21.8225814371105
2022-02-01 21.8829952698638
2022-03-01 21.8043262341613
2022-04-01 21.8116381823364
2022-05-01 21.8062539049158
2022-06-01 21.9484272165179
2022-07-01 22.2457561794557
2022-08-01 22.2809405904749
2022-09-01 22.2805816288889
2022-10-01 22.2387973191860
2022-11-01 22.3465015840736
2022-12-01 22.2809664899052
2023-01-01 22.4118431379836
2023-02-01 22.4673227465469
2023-03-01 22.4857736944062
2023-04-01 22.6058051105517
2023-05-01 22.7002123953019
2023-06-01 22.7381340315316
2023-07-01 22.7215196112917
2023-08-01 22.7694833825465
2023-09-01 22.7882168823059
2023-10-01 22.8784146812354
2023-11-01 22.9815248769031
2023-12-01 23.0185977877166
2024-01-01 23.5919140458076
2024-02-01 23.6521915040812
2024-03-01 23.6667864300499
2024-04-01 23.6947545983706
2024-05-01 23.6795449508475
2024-06-01 23.7264242505345
2024-07-01 23.9083801504579
2024-08-01 23.6634493885230
2024-09-01 23.6981215706029
2024-10-01 23.7185690846415
2024-11-01 23.6127367268464
2024-12-01 23.6434670102199
2025-01-01 23.6783774084381
2025-02-01 23.6389757625971
2025-03-01 23.6477154116214
2025-04-01 23.5815148266843
2025-05-01 23.6610332414675
2025-06-01 23.6178213580651
2025-07-01 23.6037535281126
2025-08-01 23.6661629648251
2025-09-01 23.7090640147161
2025-10-01 23.6410797476387
2025-11-01 23.7335461408164
2025-12-01 23.7571517626533

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