Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Tulsa, OK (MSA)

Title All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Tulsa, OK (MSA)
Series ID SMU40461406054000001SA
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 2:19 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 14.5158487099893
1990-02-01 14.5097457673041
1990-03-01 14.3980323637272
1990-04-01 14.8726651143227
1990-05-01 15.0148726007275
1990-06-01 15.0826093625735
1990-07-01 15.2272926095092
1990-08-01 15.1214294105168
1990-09-01 15.2447545454104
1990-10-01 14.8152837475904
1990-11-01 14.7120607616269
1990-12-01 14.7839290899616
1991-01-01 14.9219573295271
1991-02-01 14.9155837457922
1991-03-01 14.9912338600396
1991-04-01 15.1629567301055
1991-05-01 15.3231326334761
1991-06-01 15.2884666780892
1991-07-01 15.1264303760288
1991-08-01 15.2187136691202
1991-09-01 15.1414017670653
1991-10-01 15.4159161069851
1991-11-01 15.4088620979671
1991-12-01 15.3719292372021
1992-01-01 15.4398413916687
1992-02-01 15.5202882173259
1992-03-01 15.3901273066524
1992-04-01 15.1547517033945
1992-05-01 15.1160513435862
1992-06-01 15.1919242063633
1992-07-01 15.2304506755164
1992-08-01 15.3163642219900
1992-09-01 15.4420320545085
1992-10-01 15.5205193058492
1992-11-01 15.3968467097972
1992-12-01 15.0426448961280
1993-01-01 15.1697613765051
1993-02-01 15.2257481010450
1993-03-01 15.3994466420120
1993-04-01 15.2574154770049
1993-05-01 15.1042142452747
1993-06-01 15.0836820670795
1993-07-01 15.0295002678167
1993-08-01 14.8159737717136
1993-09-01 14.8367405909027
1993-10-01 14.7427702538125
1993-11-01 14.7825497204143
1993-12-01 14.9116069816095
1994-01-01 14.9179713628748
1994-02-01 14.7447155288747
1994-03-01 14.8238356601170
1994-04-01 14.7607338557636
1994-05-01 14.5601244635253
1994-06-01 14.5532771612910
1994-07-01 14.6150268794245
1994-08-01 14.7229381787338
1994-09-01 14.6402166023294
1994-10-01 14.5646306529055
1994-11-01 14.5757877254273
1994-12-01 14.5797175467233
1995-01-01 14.6651185811693
1995-02-01 14.6828685890843
1995-03-01 14.6504094361961
1995-04-01 14.6590958389786
1995-05-01 14.7034531615414
1995-06-01 14.6070612485502
1995-07-01 14.6971305100124
1995-08-01 14.7256163429169
1995-09-01 14.6436403000339
1995-10-01 14.6989767067172
1995-11-01 14.6748180565057
1995-12-01 14.6671845896920
1996-01-01 14.6085796359679
1996-02-01 14.7279350174462
1996-03-01 14.5807473215660
1996-04-01 14.5453734917665
1996-05-01 14.6247743585757
1996-06-01 14.7466672120054
1996-07-01 14.6773641866753
1996-08-01 14.7408181306850
1996-09-01 14.8723033517219
1996-10-01 14.8257988643301
1996-11-01 14.8781433825201
1996-12-01 14.8696372145752
1997-01-01 14.7392753688729
1997-02-01 14.7530490610696
1997-03-01 14.5999188399684
1997-04-01 14.8304686415488
1997-05-01 15.3577250894815
1997-06-01 15.3859056277406
1997-07-01 15.2648314841454
1997-08-01 15.2619378971563
1997-09-01 15.4101593445741
1997-10-01 15.6498555809574
1997-11-01 15.7702688298992
1997-12-01 16.0761113127545
1998-01-01 16.1761077029296
1998-02-01 16.2755048122157
1998-03-01 16.5029256923995
1998-04-01 16.8049593159681
1998-05-01 16.8067049015325
1998-06-01 16.7348945435452
1998-07-01 16.5512479407870
1998-08-01 16.5969908696077
1998-09-01 16.6674845966166
1998-10-01 16.2702196210873
1998-11-01 16.0654898233870
1998-12-01 16.2767210100238
1999-01-01 16.3567223709343
1999-02-01 16.3568602305493
1999-03-01 16.4901269090733
1999-04-01 16.8906865030032
1999-05-01 16.8898093033941
1999-06-01 17.0264612157467
1999-07-01 17.0701110795927
1999-08-01 17.0161914976322
1999-09-01 17.1177212936405
1999-10-01 17.3082245790057
1999-11-01 17.2595928307737
1999-12-01 17.2648603684271
2000-01-01 17.4206594271192
2000-02-01 17.5141537008828
2000-03-01 17.5634798525445
2000-04-01 17.5706989896829
2000-05-01 17.7002639134072
2000-06-01 17.8471288449732
2000-07-01 18.2079900180888
2000-08-01 18.3369617683091
2000-09-01 18.3710976389397
2000-10-01 19.0456885419385
2000-11-01 19.0722387690129
2000-12-01 19.0398770393594
2001-01-01 18.9554534897242
2001-02-01 19.0231914506368
2001-03-01 19.0276955733686
2001-04-01 18.8480045224981
2001-05-01 18.9317394093945
2001-06-01 18.9985275270822
2001-07-01 18.9640114285568
2001-08-01 18.9554672919074
2001-09-01 19.0118647498689
2001-10-01 19.0930985863902
2001-11-01 19.0984633153119
2001-12-01 19.0050425176751
2002-01-01 18.9631461107500
2002-02-01 18.9019873863973
2002-03-01 18.9860008730970
2002-04-01 19.0355892120230
2002-05-01 19.1723388189010
2002-06-01 19.1711399687579
2002-07-01 19.0161960632188
2002-08-01 19.1916590622632
2002-09-01 19.0419464303004
2002-10-01 18.7355604551039
2002-11-01 18.7372844180694
2002-12-01 18.7803263590732
2003-01-01 18.6628411110087
2003-02-01 18.5830830107457
2003-03-01 18.5499282500441
2003-04-01 18.5141702388039
2003-05-01 18.2060252891383
2003-06-01 18.1350464737452
2003-07-01 18.0581201720774
2003-08-01 18.1239047724484
2003-09-01 18.1586611661740
2003-10-01 18.0857651792622
2003-11-01 17.9726732710704
2003-12-01 18.0685570664300
2004-01-01 18.2714340463050
2004-02-01 18.1788020831200
2004-03-01 18.1132347843908
2004-04-01 18.3860667381093
2004-05-01 17.9315824380042
2004-06-01 18.1851402550240
2004-07-01 18.5973454948336
2004-08-01 18.6776372292053
2004-09-01 18.8065228217971
2004-10-01 19.0312870523784
2004-11-01 19.1069004617938
2004-12-01 19.2553636102257
2005-01-01 19.2769444726254
2005-02-01 19.3668672601768
2005-03-01 19.2700485092478
2005-04-01 19.1489547258981
2005-05-01 19.3538612158645
2005-06-01 19.2321597469373
2005-07-01 19.3276640309038
2005-08-01 19.3305395727315
2005-09-01 19.4664416888271
2005-10-01 19.4555717263526
2005-11-01 19.6159285777806
2005-12-01 19.5359243150014
2006-01-01 19.7097463545855
2006-02-01 19.7944272018825
2006-03-01 19.8385858840063
2006-04-01 19.9334366104481
2006-05-01 19.6718716304954
2006-06-01 19.8760047868008
2006-07-01 19.7477671171350
2006-08-01 19.6689822182786
2006-09-01 19.7090084816055
2006-10-01 19.6536090071124
2006-11-01 19.4909593629029
2006-12-01 19.5162544688582
2007-01-01 19.9704987816155
2007-02-01 20.0694016416262
2007-03-01 20.1333904590346
2007-04-01 20.0285406629450
2007-05-01 20.1954919863258
2007-06-01 20.2063447265445
2007-07-01 20.2638015131590
2007-08-01 20.2958221545530
2007-09-01 20.1351050306978
2007-10-01 20.2367606220574
2007-11-01 20.1589012486261
2007-12-01 20.1768670806725
2008-01-01 20.1600306359458
2008-02-01 20.0914185877858
2008-03-01 20.1436430922460
2008-04-01 20.3341896014927
2008-05-01 20.4162755404550
2008-06-01 20.3391572282454
2008-07-01 20.1634510826181
2008-08-01 20.1893309374561
2008-09-01 20.1240619836586
2008-10-01 19.9838884295137
2008-11-01 19.9190971867413
2008-12-01 19.9554396622891
2009-01-01 19.7823956963434
2009-02-01 19.6628227088365
2009-03-01 19.4859898679306
2009-04-01 18.8567826773404
2009-05-01 18.8190356298833
2009-06-01 18.6334961626202
2009-07-01 18.7352435654950
2009-08-01 18.6511385083512
2009-09-01 18.5599991589180
2009-10-01 18.5159185777914
2009-11-01 18.5911148026380
2009-12-01 18.4646741051758
2010-01-01 18.4375646380466
2010-02-01 18.4571098606727
2010-03-01 18.3277188100460
2010-04-01 18.2848483222587
2010-05-01 18.2255097269064
2010-06-01 18.1226766884322
2010-07-01 18.0996356451476
2010-08-01 17.8138561998888
2010-09-01 17.7992910802982
2010-10-01 17.8639940894941
2010-11-01 17.9715295945714
2010-12-01 17.8007031649346
2011-01-01 17.6907639101282
2011-02-01 17.6379255902232
2011-03-01 17.7608862483138
2011-04-01 17.8064453834606
2011-05-01 17.9380185065962
2011-06-01 17.8823662897233
2011-07-01 17.9475046725679
2011-08-01 18.1931472078316
2011-09-01 18.4681555885732
2011-10-01 18.4209766477999
2011-11-01 18.4725974746342
2011-12-01 18.5429432279816
2012-01-01 18.0333509851643
2012-02-01 18.5842184020307
2012-03-01 18.5775751863750
2012-04-01 19.0116297557582
2012-05-01 19.0568887476606
2012-06-01 19.3489851368917
2012-07-01 19.0912470720212
2012-08-01 19.2610893828629
2012-09-01 19.3440442974414
2012-10-01 19.3910895737755
2012-11-01 19.4815385756490
2012-12-01 19.3982656378874
2013-01-01 19.7737665509494
2013-02-01 19.9193742517217
2013-03-01 20.1984058258693
2013-04-01 20.0059842405921
2013-05-01 20.1753350406595
2013-06-01 20.4124380801099
2013-07-01 20.4224307585237
2013-08-01 20.4169356699334
2013-09-01 20.5282911272360
2013-10-01 20.4787522361885
2013-11-01 20.4957373939379
2013-12-01 20.4344266343485
2014-01-01 20.6334128644747
2014-02-01 20.6537387373797
2014-03-01 20.6177047928835
2014-04-01 20.5048954738266
2014-05-01 20.4941248540935
2014-06-01 20.6894731745107
2014-07-01 20.5554739403783
2014-08-01 20.3593655715680
2014-09-01 20.2999601396632
2014-10-01 20.5794002848088
2014-11-01 20.4963452570799
2014-12-01 20.4471748947949
2015-01-01 21.0043140322316
2015-02-01 20.7832124093860
2015-03-01 20.8322853850248
2015-04-01 21.1097197716374
2015-05-01 21.1240551148114
2015-06-01 21.0690148170335
2015-07-01 21.1013083037936
2015-08-01 21.1209742429473
2015-09-01 20.9908187528033
2015-10-01 20.8714646032150
2015-11-01 20.8844573587550
2015-12-01 20.7272875885134
2016-01-01 20.6715547587413
2016-02-01 20.7249179959216
2016-03-01 20.5448878082384
2016-04-01 20.5311001971439
2016-05-01 20.4272672337432
2016-06-01 20.3539806184386
2016-07-01 20.5747352671848
2016-08-01 20.5836499041929
2016-09-01 20.5784562934187
2016-10-01 20.3652534655850
2016-11-01 20.3577353155259
2016-12-01 20.3972348167934
2017-01-01 20.1305077798207
2017-02-01 20.2732244873068
2017-03-01 20.4597520841136
2017-04-01 20.5538703268581
2017-05-01 20.6319332867255
2017-06-01 20.6260276394118
2017-07-01 20.7510011078750
2017-08-01 20.9556094761487
2017-09-01 21.0763597315724
2017-10-01 21.4646030208483
2017-11-01 21.3275094231927
2017-12-01 21.6716226347613
2018-01-01 21.6903009968116
2018-02-01 21.9270456892893
2018-03-01 22.0678215949612
2018-04-01 22.0697780671480
2018-05-01 22.1294811216087
2018-06-01 22.4852055709833
2018-07-01 22.3207318047537
2018-08-01 22.4268245269231
2018-09-01 22.6887358849058
2018-10-01 22.8705190874257
2018-11-01 23.0046240508177
2018-12-01 23.0672529662457
2019-01-01 23.1381045254956
2019-02-01 23.1734972729968
2019-03-01 23.1857167442504
2019-04-01 23.0881323353475
2019-05-01 23.1033680226896
2019-06-01 23.0224857853124
2019-07-01 23.1975944639868
2019-08-01 23.1215492598398
2019-09-01 22.9850485780450
2019-10-01 23.1762418671475
2019-11-01 23.1968417553290
2019-12-01 23.1020271493929
2020-01-01 22.6477330704695
2020-02-01 22.8052770883891
2020-03-01 22.8133774357141
2020-04-01 21.6963585103786
2020-05-01 22.1499123002187
2020-06-01 21.8874512180171
2020-07-01 21.8974153207041
2020-08-01 21.8257984847828
2020-09-01 21.9664944987062
2020-10-01 21.4799136133950
2020-11-01 21.2103899474653
2020-12-01 21.5410575445406
2021-01-01 22.1488957466921
2021-02-01 21.9206204306776
2021-03-01 22.0463181196996
2021-04-01 22.0819359807243
2021-05-01 22.1106170487433
2021-06-01 22.3612541094193
2021-07-01 22.0948352743658
2021-08-01 22.2341484388581
2021-09-01 22.1454905657228
2021-10-01 22.0749674442156
2021-11-01 22.1173305901155
2021-12-01 22.2637616143393
2022-01-01 22.3523010003895
2022-02-01 22.4370460651349
2022-03-01 22.4687064357173
2022-04-01 22.6544175143933
2022-05-01 22.8871825279450
2022-06-01 22.8592440924390
2022-07-01 22.9020366065868
2022-08-01 22.9488199279402
2022-09-01 23.2321316423459
2022-10-01 23.3547826081349
2022-11-01 23.5276111538634
2022-12-01 23.4602683061003
2023-01-01 23.5630859538909
2023-02-01 23.6481173341785
2023-03-01 23.6871378844648
2023-04-01 23.7297386955665
2023-05-01 23.6727707407676
2023-06-01 23.8619151963643
2023-07-01 23.9234579034663
2023-08-01 23.8798838114814
2023-09-01 23.9194560254469
2023-10-01 24.0249024781879
2023-11-01 23.6273123839215
2023-12-01 23.6484337760786
2024-01-01 23.5584043266200
2024-02-01 23.4445306632626
2024-03-01 23.3875194307123
2024-04-01 23.4228573330912
2024-05-01 23.3709815197748
2024-06-01 23.1856853753405
2024-07-01 23.4474788826685
2024-08-01 23.6079428287938
2024-09-01 23.5127719583237
2024-10-01 23.8982041019192
2024-11-01 23.9221737732886
2024-12-01 24.1253429855756
2025-01-01 23.9568946495404
2025-02-01 24.2498538083079
2025-03-01 24.3920397978451
2025-04-01 24.5136649726361
2025-05-01 24.5751431110348
2025-06-01 24.5961687490707
2025-07-01 24.6542197757163
2025-08-01 24.6230843367671
2025-09-01 24.7211666243102
2025-10-01 24.7779715252339
2025-11-01 24.9119696862794
2025-12-01 24.9072123784587

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