Table Data - All Employees: Other Services in Oklahoma City, OK (MSA)

Title All Employees: Other Services in Oklahoma City, OK (MSA)
Series ID OKLA440SRVO
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-04-01
Last Updated 2026-05-26 2:54 PM 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 16.8135809340023
1990-02-01 16.9130235617162
1990-03-01 17.0544284024175
1990-04-01 17.2222377162075
1990-05-01 17.3472603335236
1990-06-01 17.4127943848412
1990-07-01 17.2677988173495
1990-08-01 17.2367349388018
1990-09-01 17.2906112375985
1990-10-01 17.0015166092046
1990-11-01 16.9833365781849
1990-12-01 17.1382487949601
1991-01-01 17.4284544133549
1991-02-01 17.5228835489486
1991-03-01 17.5548405705937
1991-04-01 17.5228114508539
1991-05-01 17.4464107004211
1991-06-01 17.5110413878738
1991-07-01 17.8528559691154
1991-08-01 17.6433809772620
1991-09-01 17.6858627043136
1991-10-01 17.8008420295560
1991-11-01 17.7891381341535
1991-12-01 17.7388353508821
1992-01-01 17.3312673911805
1992-02-01 17.3147398134332
1992-03-01 17.2438450184729
1992-04-01 17.3110974025858
1992-05-01 17.4459423441650
1992-06-01 17.4145307049609
1992-07-01 17.2537893958582
1992-08-01 17.4677962010764
1992-09-01 17.3952198780020
1992-10-01 17.6053878092076
1992-11-01 17.6920925932504
1992-12-01 17.8214003069003
1993-01-01 18.0575345687299
1993-02-01 18.1284070714486
1993-03-01 18.3431326391988
1993-04-01 18.4040230479119
1993-05-01 18.2361454845587
1993-06-01 18.4868279053088
1993-07-01 18.8378013022349
1993-08-01 18.8705658092023
1993-09-01 18.9991209214449
1993-10-01 19.0177969812479
1993-11-01 19.0007964847560
1993-12-01 18.9984723948258
1994-01-01 18.9781565377571
1994-02-01 19.0413268493080
1994-03-01 18.9317145244469
1994-04-01 18.8889883182566
1994-05-01 18.9382955154944
1994-06-01 18.9747897105608
1994-07-01 18.9402717891822
1994-08-01 18.7927530314450
1994-09-01 18.9073713692708
1994-10-01 18.8510098850419
1994-11-01 18.8079406320770
1994-12-01 18.8514407909356
1995-01-01 19.1856733080293
1995-02-01 19.1331995399321
1995-03-01 19.0301187253232
1995-04-01 19.4803976439856
1995-05-01 19.5393990276886
1995-06-01 19.6453571357361
1995-07-01 19.7444021535400
1995-08-01 19.9023388498128
1995-09-01 20.1042477047848
1995-10-01 20.3904203024532
1995-11-01 20.6172934231375
1995-12-01 20.6970119307888
1996-01-01 20.8167501214784
1996-02-01 20.8463745768124
1996-03-01 21.1537261883152
1996-04-01 21.1718236727234
1996-05-01 21.2520078648442
1996-06-01 21.3072635114420
1996-07-01 21.2334242880268
1996-08-01 21.5059704484939
1996-09-01 21.3022770016223
1996-10-01 21.3194491923473
1996-11-01 21.4132893908336
1996-12-01 21.5327308373727
1997-01-01 21.5366096732143
1997-02-01 21.5527624929579
1997-03-01 21.4814120495155
1997-04-01 20.9608674309879
1997-05-01 21.1587404118195
1997-06-01 21.3984197645850
1997-07-01 21.5480343972981
1997-08-01 21.5116256478408
1997-09-01 21.5009964778343
1997-10-01 21.2305521822409
1997-11-01 21.2059773566927
1997-12-01 21.2844668637193
1998-01-01 21.3397246251617
1998-02-01 21.4576231123037
1998-03-01 21.4006921620321
1998-04-01 21.2594995406261
1998-05-01 21.7736177381289
1998-06-01 21.8896060953079
1998-07-01 21.9452201596825
1998-08-01 22.0003460099076
1998-09-01 22.2847353697940
1998-10-01 22.6284821270013
1998-11-01 22.8998630422389
1998-12-01 23.1529725371703
1999-01-01 23.0866354223180
1999-02-01 23.3085517229908
1999-03-01 23.3381077734762
1999-04-01 23.5715140453028
1999-05-01 23.5679532428578
1999-06-01 23.3573064300539
1999-07-01 23.8239247178329
1999-08-01 23.7766991179857
1999-09-01 23.7560126085807
1999-10-01 24.1193469053552
1999-11-01 23.9031518305452
1999-12-01 23.9537565260562
2000-01-01 24.0182660049568
2000-02-01 23.9374005465723
2000-03-01 23.9465543787239
2000-04-01 24.0811283270222
2000-05-01 24.0591328374014
2000-06-01 23.9376648705074
2000-07-01 23.9104339085324
2000-08-01 24.0623937278662
2000-09-01 24.2481933036030
2000-10-01 24.2137885390120
2000-11-01 24.2173955892915
2000-12-01 24.1885255387317
2001-01-01 24.2190084306051
2001-02-01 24.2566253635727
2001-03-01 24.4304726991602
2001-04-01 24.1837495502640
2001-05-01 24.2297195577430
2001-06-01 24.4240614518086
2001-07-01 24.2987341244883
2001-08-01 24.3559885948733
2001-09-01 24.1508179541957
2001-10-01 24.1302410828669
2001-11-01 24.1459688842743
2001-12-01 23.9370226984789
2002-01-01 23.5915299016601
2002-02-01 23.6301792232454
2002-03-01 23.5749315285726
2002-04-01 24.0821561759747
2002-05-01 24.0157724537558
2002-06-01 23.8296757900171
2002-07-01 24.0823645959100
2002-08-01 24.1677930528363
2002-09-01 24.2704844696985
2002-10-01 24.1606307677063
2002-11-01 24.0803977502916
2002-12-01 24.0896851722754
2003-01-01 23.9771566562644
2003-02-01 23.9015116867025
2003-03-01 23.6243432558493
2003-04-01 23.4609959331132
2003-05-01 23.4934211035147
2003-06-01 23.4354060554458
2003-07-01 23.3837122566582
2003-08-01 23.3109722850653
2003-09-01 23.1958737356039
2003-10-01 23.2903677628795
2003-11-01 23.3147921679973
2003-12-01 23.3325888421194
2004-01-01 23.4430505312122
2004-02-01 23.4489415335081
2004-03-01 23.4773207027458
2004-04-01 23.4275717051192
2004-05-01 23.3764790350210
2004-06-01 23.2344700817092
2004-07-01 23.1881565135294
2004-08-01 23.0525738050697
2004-09-01 23.0299382346423
2004-10-01 22.9097266611615
2004-11-01 22.9403871894058
2004-12-01 22.9696055724775
2005-01-01 23.3166282637272
2005-02-01 23.3045297311868
2005-03-01 23.1449272595748
2005-04-01 23.0791836556739
2005-05-01 22.9548685877330
2005-06-01 22.8508828556950
2005-07-01 23.2141382260186
2005-08-01 23.1900222535965
2005-09-01 23.2472405287240
2005-10-01 23.3222008653171
2005-11-01 23.3598777796464
2005-12-01 23.3008569798887
2006-01-01 23.1898212917040
2006-02-01 23.1684555464617
2006-03-01 23.2200159337665
2006-04-01 22.8380645662990
2006-05-01 23.0484973533000
2006-06-01 23.0575608329786
2006-07-01 22.9506110542392
2006-08-01 22.9197524428773
2006-09-01 22.9694464520878
2006-10-01 22.9137119588525
2006-11-01 22.8471672706873
2006-12-01 22.9138536159998
2007-01-01 22.9681796998576
2007-02-01 22.9459428526907
2007-03-01 22.9106321767491
2007-04-01 23.2049830321700
2007-05-01 23.3403949947724
2007-06-01 23.3770226750239
2007-07-01 23.2846228603353
2007-08-01 23.3435249257870
2007-09-01 23.2813596250000
2007-10-01 23.2968569199890
2007-11-01 23.3248195399320
2007-12-01 23.1184237871234
2008-01-01 23.4512041537800
2008-02-01 23.6417941497280
2008-03-01 23.6191653222908
2008-04-01 23.7898449804892
2008-05-01 23.8347579141821
2008-06-01 23.7952975840406
2008-07-01 23.9106204734088
2008-08-01 24.0631399898666
2008-09-01 24.0948578043476
2008-10-01 24.0787545154818
2008-11-01 23.9854588032467
2008-12-01 23.9225756596673
2009-01-01 23.9350754878746
2009-02-01 23.8320358783442
2009-03-01 23.7413757192420
2009-04-01 23.3893298416185
2009-05-01 23.3360514472086
2009-06-01 23.3309213776405
2009-07-01 23.2342043659136
2009-08-01 23.0785006832571
2009-09-01 23.0016693141757
2009-10-01 22.9615851795282
2009-11-01 23.0451864335145
2009-12-01 22.9186907897951
2010-01-01 22.7934595680920
2010-02-01 22.7101919738322
2010-03-01 22.7650060689535
2010-04-01 22.7043831278187
2010-05-01 22.6481595506873
2010-06-01 22.5608130344198
2010-07-01 22.4329232192154
2010-08-01 22.5826781718297
2010-09-01 22.6030689777752
2010-10-01 22.7600761250021
2010-11-01 22.8183312834704
2010-12-01 22.9168808538294
2011-01-01 22.6805209170224
2011-02-01 22.6043639504562
2011-03-01 22.5899530952459
2011-04-01 22.6236734222611
2011-05-01 22.8466396146946
2011-06-01 22.6668953568029
2011-07-01 22.6060242977283
2011-08-01 22.6775082569372
2011-09-01 22.8004787871787
2011-10-01 22.7609770299264
2011-11-01 22.8182027177900
2011-12-01 22.7177406084705
2012-01-01 22.7770924650303
2012-02-01 22.8082708697824
2012-03-01 22.7101758895041
2012-04-01 22.7430318851142
2012-05-01 22.6451472810983
2012-06-01 22.5653931200341
2012-07-01 22.3764029106911
2012-08-01 22.2608860754929
2012-09-01 22.0890180874818
2012-10-01 21.9703565822199
2012-11-01 21.8396570139268
2012-12-01 21.9167902619911
2013-01-01 21.9717851048296
2013-02-01 22.0009911351330
2013-03-01 21.9147258813973
2013-04-01 21.9544355861242
2013-05-01 22.0467140633788
2013-06-01 22.1690930390044
2013-07-01 22.4463880039548
2013-08-01 22.6408361336240
2013-09-01 22.6787616518562
2013-10-01 22.7876967357368
2013-11-01 22.9767125316289
2013-12-01 23.1216767874862
2014-01-01 23.1931922418910
2014-02-01 23.3052675196337
2014-03-01 23.5071040126601
2014-04-01 23.6614577044549
2014-05-01 23.9458345995610
2014-06-01 24.0404885861677
2014-07-01 24.2121162987328
2014-08-01 24.2288900159737
2014-09-01 24.3630714628362
2014-10-01 24.6115467146738
2014-11-01 24.6103859469200
2014-12-01 24.7152858193650
2015-01-01 24.8159896497739
2015-02-01 24.9052067789544
2015-03-01 25.1835445073957
2015-04-01 25.1681262172252
2015-05-01 25.1595820169981
2015-06-01 25.2272257122481
2015-07-01 25.3104429230524
2015-08-01 25.4354089984299
2015-09-01 25.4590218507764
2015-10-01 25.4155314797852
2015-11-01 25.4251191089694
2015-12-01 25.3906452686073
2016-01-01 25.7257494630381
2016-02-01 25.7853194817980
2016-03-01 25.5488822997761
2016-04-01 26.0774308336246
2016-05-01 26.1904276758521
2016-06-01 26.3231603092963
2016-07-01 26.5342552915204
2016-08-01 26.6480547620320
2016-09-01 26.7509635876666
2016-10-01 26.8112562329409
2016-11-01 27.0312622285417
2016-12-01 27.1622053408272
2017-01-01 27.2333245993621
2017-02-01 27.4661139639477
2017-03-01 27.7349393286188
2017-04-01 27.7879090753466
2017-05-01 28.0179941904784
2017-06-01 28.2117692703379
2017-07-01 28.2580566515841
2017-08-01 28.3553643732249
2017-09-01 28.6440095664012
2017-10-01 28.7048957137388
2017-11-01 28.8317961489694
2017-12-01 28.8300201091749
2018-01-01 28.9504815625933
2018-02-01 28.9489489163851
2018-03-01 29.1292758050223
2018-04-01 28.6005087228296
2018-05-01 28.6353821660197
2018-06-01 28.8231265378772
2018-07-01 28.5864796157569
2018-08-01 28.7585043893032
2018-09-01 28.7396791296450
2018-10-01 28.8879883471123
2018-11-01 28.9209088746512
2018-12-01 29.0096701978097
2019-01-01 28.9471065318859
2019-02-01 29.0465818856675
2019-03-01 28.9398146234650
2019-04-01 28.5039453578234
2019-05-01 28.6235232134154
2019-06-01 28.6425368749184
2019-07-01 28.6998183705459
2019-08-01 28.7612184381440
2019-09-01 28.7452870185092
2019-10-01 28.8677899710505
2019-11-01 28.8144895560424
2019-12-01 28.9106798139877
2020-01-01 28.8470303600996
2020-02-01 28.7560391376213
2020-03-01 28.5428796116616
2020-04-01 22.2926117228591
2020-05-01 24.2112703902551
2020-06-01 27.0795164598466
2020-07-01 27.1246957867363
2020-08-01 27.0645813821347
2020-09-01 27.0563337256061
2020-10-01 26.7467079908213
2020-11-01 26.7055792316851
2020-12-01 26.7258680262805
2021-01-01 26.7118443304070
2021-02-01 26.5581392825219
2021-03-01 26.7489903259610
2021-04-01 27.4599142170547
2021-05-01 27.4667635881177
2021-06-01 27.4930860390355
2021-07-01 27.6357465223982
2021-08-01 27.7682890157440
2021-09-01 27.8682344397969
2021-10-01 28.0436051348867
2021-11-01 28.2060760343503
2021-12-01 28.2467145617990
2022-01-01 28.3216572450387
2022-02-01 28.3792143477649
2022-03-01 28.3408556696310
2022-04-01 28.7205029623544
2022-05-01 28.9328329340890
2022-06-01 28.9956343022914
2022-07-01 29.1579761526997
2022-08-01 29.1825191807501
2022-09-01 29.3907459054696
2022-10-01 29.6370131160658
2022-11-01 29.7921333724159
2022-12-01 29.8648758733876
2023-01-01 30.2205512178344
2023-02-01 30.2942491858827
2023-03-01 30.4301615164152
2023-04-01 30.3803978820052
2023-05-01 30.4162971952284
2023-06-01 30.3989344982815
2023-07-01 30.2876210931515
2023-08-01 30.4045297026440
2023-09-01 30.4200370347669
2023-10-01 30.3288244764374
2023-11-01 30.2691836094428
2023-12-01 30.2663460257399
2024-01-01 30.2973432657919
2024-02-01 30.3898877326240
2024-03-01 30.2073837440490
2024-04-01 30.4581551734528
2024-05-01 30.3278872264914
2024-06-01 30.4167030300472
2024-07-01 30.5237040617418
2024-08-01 30.6211019502955
2024-09-01 30.6447116943486
2024-10-01 30.7184173059827
2024-11-01 30.7467159987482
2024-12-01 30.7561848003694
2025-01-01 30.6790481708255
2025-02-01 30.6848073333654
2025-03-01 30.8001759713440
2025-04-01 30.7460155768101
2025-05-01 30.7443998486894
2025-06-01 30.7262858234651
2025-07-01 30.7429135820481
2025-08-01 30.8296152629747
2025-09-01 30.8550217950386
2025-10-01 31.1163899500996
2025-11-01 31.3318155233689
2025-12-01 31.3422495466885
2026-01-01 31.5786206151214
2026-02-01 31.3877931068519
2026-03-01 31.6937712105834
2026-04-01 31.7390388079440

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