Table Data - All Employees: Professional and Business Services: Management of Companies and Enterprises in Tulsa, OK (MSA)

Title All Employees: Professional and Business Services: Management of Companies and Enterprises in Tulsa, OK (MSA)
Series ID SMU40461406055000001SA
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 6.7083272168
1990-02-01 6.6523650072
1990-03-01 6.6132913810
1990-04-01 7.1656882269
1990-05-01 7.0736460647
1990-06-01 7.1111818581
1990-07-01 7.2626223128
1990-08-01 7.1081768437
1990-09-01 7.0855941117
1990-10-01 7.1940589590
1990-11-01 7.0684044136
1990-12-01 7.1595795908
1991-01-01 6.4011892361
1991-02-01 6.5523670108
1991-03-01 6.5107364497
1991-04-01 6.5753153758
1991-05-01 6.5753990594
1991-06-01 6.5082736226
1991-07-01 6.4644874184
1991-08-01 6.6111659096
1991-09-01 6.5819054293
1991-10-01 6.4908213289
1991-11-01 6.5711831169
1991-12-01 6.5594912331
1992-01-01 6.3926198136
1992-02-01 6.3480556615
1992-03-01 6.3041886765
1992-04-01 6.2914223683
1992-05-01 6.1833397413
1992-06-01 6.2119191288
1992-07-01 6.2678343930
1992-08-01 6.2087193175
1992-09-01 6.1630999048
1992-10-01 6.1928314048
1992-11-01 6.1694630858
1992-12-01 6.1610206299
1993-01-01 6.1934581450
1993-02-01 6.2549021583
1993-03-01 6.1928420296
1993-04-01 6.2026900036
1993-05-01 6.1922648064
1993-06-01 6.2049424037
1993-07-01 6.0698128747
1993-08-01 6.0082928056
1993-09-01 6.0479945518
1993-10-01 5.9849861950
1993-11-01 5.9774784216
1993-12-01 5.9815763533
1994-01-01 5.9935761457
1994-02-01 5.8515539273
1994-03-01 5.8903059470
1994-04-01 5.7979938654
1994-05-01 5.8941443930
1994-06-01 5.8928769123
1994-07-01 5.9752009519
1994-08-01 6.0100522200
1994-09-01 6.0345896559
1994-10-01 6.1821235343
1994-11-01 6.1848325555
1994-12-01 6.3106419823
1995-01-01 6.4983147395
1995-02-01 6.3490820961
1995-03-01 6.3942655941
1995-04-01 6.2755669484
1995-05-01 6.1859638395
1995-06-01 6.2721755887
1995-07-01 6.5796841550
1995-08-01 6.4219297938
1995-09-01 6.4411417218
1995-10-01 6.1684039983
1995-11-01 6.1950968523
1995-12-01 6.2460571357
1996-01-01 5.8056274566
1996-02-01 5.7322928119
1996-03-01 5.9066468695
1996-04-01 5.8416171282
1996-05-01 5.7778338550
1996-06-01 5.8627594440
1996-07-01 5.6774298637
1996-08-01 5.7254461027
1996-09-01 5.7479024502
1996-10-01 5.8667076259
1996-11-01 5.8008502342
1996-12-01 5.7724172964
1997-01-01 6.1227383725
1997-02-01 6.1226125736
1997-03-01 6.0188932103
1997-04-01 6.2021148652
1997-05-01 6.1702255788
1997-06-01 6.1503007775
1997-07-01 6.1730141389
1997-08-01 6.1325463954
1997-09-01 6.0658479452
1997-10-01 6.0599129175
1997-11-01 6.1012079234
1997-12-01 6.0876914673
1998-01-01 6.1339925200
1998-02-01 6.2179042222
1998-03-01 6.1399130336
1998-04-01 6.1776496909
1998-05-01 6.1624334264
1998-06-01 6.1481703288
1998-07-01 6.0532824297
1998-08-01 6.0279585779
1998-09-01 5.9781598643
1998-10-01 6.2629926085
1998-11-01 6.3015714687
1998-12-01 6.2810047275
1999-01-01 6.2475006914
1999-02-01 6.3314231291
1999-03-01 6.3585403294
1999-04-01 6.3665643164
1999-05-01 6.3527918740
1999-06-01 6.4470688796
1999-07-01 6.6361250990
1999-08-01 6.6235476657
1999-09-01 6.5939667554
1999-10-01 6.3606009207
1999-11-01 6.4914131683
1999-12-01 6.5557986628
2000-01-01 6.6554372131
2000-02-01 6.6546530799
2000-03-01 6.6721350515
2000-04-01 6.6761495966
2000-05-01 6.6592997241
2000-06-01 6.7616282872
2000-07-01 6.5080186675
2000-08-01 6.5010518382
2000-09-01 6.4949904638
2000-10-01 6.4614366414
2000-11-01 6.5867533227
2000-12-01 6.4333947954
2001-01-01 6.3661499843
2001-02-01 6.2750972811
2001-03-01 6.2781424762
2001-04-01 6.1832551640
2001-05-01 6.2683067741
2001-06-01 6.1700640855
2001-07-01 6.1975747587
2001-08-01 6.0905840026
2001-09-01 5.9953570372
2001-10-01 5.8578025955
2001-11-01 5.6766904675
2001-12-01 5.8227612651
2002-01-01 5.6619861636
2002-02-01 5.6811403830
2002-03-01 5.6854261499
2002-04-01 5.9909815608
2002-05-01 5.9802150715
2002-06-01 6.0756329992
2002-07-01 6.0932726098
2002-08-01 6.1833574694
2002-09-01 6.1889177262
2002-10-01 6.3638704048
2002-11-01 6.4787399657
2002-12-01 6.5271400458
2003-01-01 6.5551481243
2003-02-01 6.4676473160
2003-03-01 6.4828492265
2003-04-01 6.0908106943
2003-05-01 6.2797451764
2003-06-01 6.2640375687
2003-07-01 6.5110131192
2003-08-01 6.4957999468
2003-09-01 6.4945669446
2003-10-01 6.5777962514
2003-11-01 6.4731994187
2003-12-01 6.4442994641
2004-01-01 6.4355499785
2004-02-01 6.5400332256
2004-03-01 6.4674541919
2004-04-01 6.4983876812
2004-05-01 6.4806919024
2004-06-01 6.4445832603
2004-07-01 6.5285251446
2004-08-01 6.5074979051
2004-09-01 6.6002707506
2004-10-01 6.5990276347
2004-11-01 6.5853068333
2004-12-01 6.7746243754
2005-01-01 6.6099540582
2005-02-01 6.6059212015
2005-03-01 6.5478507482
2005-04-01 6.6974547022
2005-05-01 6.6689718502
2005-06-01 6.7186244066
2005-07-01 6.6503627256
2005-08-01 6.7263725818
2005-09-01 6.8201031320
2005-10-01 6.7270181748
2005-11-01 6.7901575353
2005-12-01 6.7994648647
2006-01-01 6.7713666895
2006-02-01 6.7805278059
2006-03-01 6.8325640311
2006-04-01 6.6997655888
2006-05-01 6.7608861694
2006-06-01 6.6981393663
2006-07-01 6.5658932694
2006-08-01 6.5387174666
2006-09-01 6.4366326989
2006-10-01 6.4524690261
2006-11-01 6.5008265231
2006-12-01 6.4072545118
2007-01-01 6.4359063254
2007-02-01 6.4685352293
2007-03-01 6.4205920377
2007-04-01 6.2970228309
2007-05-01 6.3632176751
2007-06-01 6.3881092385
2007-07-01 6.3750779513
2007-08-01 6.3492731293
2007-09-01 6.3564263410
2007-10-01 6.3661419697
2007-11-01 6.3033543819
2007-12-01 6.2937142238
2008-01-01 6.4990014534
2008-02-01 6.5712642608
2008-03-01 6.6119753713
2008-04-01 6.7999682500
2008-05-01 6.8885034146
2008-06-01 6.7984848455
2008-07-01 6.7749138922
2008-08-01 6.7528859134
2008-09-01 6.6550016670
2008-10-01 6.6577842917
2008-11-01 6.7055196287
2008-12-01 6.4699391359
2009-01-01 6.6819580354
2009-02-01 6.6857504851
2009-03-01 6.5137907108
2009-04-01 6.4983005591
2009-05-01 6.5183607902
2009-06-01 6.5204097600
2009-07-01 6.5647708257
2009-08-01 6.6574462295
2009-09-01 6.5409943942
2009-10-01 6.7366522061
2009-11-01 6.8032702590
2009-12-01 6.8403389879
2010-01-01 6.8811796136
2010-02-01 6.9089321460
2010-03-01 7.0209843979
2010-04-01 6.8985196681
2010-05-01 6.8465360868
2010-06-01 6.7426277548
2010-07-01 6.9550328663
2010-08-01 6.9559820240
2010-09-01 7.0145259016
2010-10-01 7.0149778915
2010-11-01 6.9978708480
2010-12-01 7.1183154907
2011-01-01 7.1024838798
2011-02-01 7.0310873017
2011-03-01 7.1255910056
2011-04-01 7.1010847957
2011-05-01 7.0557504293
2011-06-01 7.0507156943
2011-07-01 7.0428842028
2011-08-01 7.0576359768
2011-09-01 7.0994959931
2011-10-01 7.1027748828
2011-11-01 7.1030966401
2011-12-01 7.2091366406
2012-01-01 7.0278211694
2012-02-01 7.0359378176
2012-03-01 7.0141921358
2012-04-01 7.0994948858
2012-05-01 7.1503033302
2012-06-01 7.1559732071
2012-07-01 7.2355997779
2012-08-01 7.1587750885
2012-09-01 7.1998005407
2012-10-01 7.2039170897
2012-11-01 7.1158481307
2012-12-01 7.1192637040
2013-01-01 7.0497656955
2013-02-01 7.0205978567
2013-03-01 6.9923286693
2013-04-01 6.9891019827
2013-05-01 6.9288158919
2013-06-01 6.9549570668
2013-07-01 6.9354785227
2013-08-01 6.9690851004
2013-09-01 6.9172431723
2013-10-01 6.8172899062
2013-11-01 6.8360941474
2013-12-01 6.8355496430
2014-01-01 6.5570340241
2014-02-01 6.4899370967
2014-03-01 6.4592294610
2014-04-01 6.4756376292
2014-05-01 6.6059029002
2014-06-01 6.6544687207
2014-07-01 6.6518435569
2014-08-01 6.6821935791
2014-09-01 6.7425048218
2014-10-01 6.8324252656
2014-11-01 6.8428785246
2014-12-01 6.8532007031
2015-01-01 7.2507307283
2015-02-01 7.1604418791
2015-03-01 7.1340687459
2015-04-01 7.0730184695
2015-05-01 6.7873726053
2015-06-01 6.7446350530
2015-07-01 6.7699159553
2015-08-01 6.7007707699
2015-09-01 6.5625793079
2015-10-01 6.5447723041
2015-11-01 6.5486730468
2015-12-01 6.5534647491
2016-01-01 6.9386288193
2016-02-01 6.7431392325
2016-03-01 6.8176444973
2016-04-01 6.7748140689
2016-05-01 6.7799342619
2016-06-01 6.6403706774
2016-07-01 6.7872261209
2016-08-01 6.8142810311
2016-09-01 6.8726373832
2016-10-01 6.8483615041
2016-11-01 6.8404355699
2016-12-01 6.8408973207
2017-01-01 6.8266284333
2017-02-01 6.8456330098
2017-03-01 6.8184049448
2017-04-01 6.7889556979
2017-05-01 6.7807210410
2017-06-01 6.7376548399
2017-07-01 6.5947637209
2017-08-01 6.5219699872
2017-09-01 6.5672887792
2017-10-01 6.6465051888
2017-11-01 6.6298447546
2017-12-01 6.5134779332
2018-01-01 6.6199279119
2018-02-01 6.5616458220
2018-03-01 6.5324754648
2018-04-01 6.6032202858
2018-05-01 6.6888830922
2018-06-01 6.8397161221
2018-07-01 6.8986381767
2018-08-01 6.9214122952
2018-09-01 6.9559933350
2018-10-01 6.9401130276
2018-11-01 7.0083726382
2018-12-01 7.0850913508
2019-01-01 7.0148523457
2019-02-01 7.0858330674
2019-03-01 7.1571922213
2019-04-01 7.2251639946
2019-05-01 7.2995923560
2019-06-01 7.3394059960
2019-07-01 7.3905984906
2019-08-01 7.4121026035
2019-09-01 7.4449417966
2019-10-01 7.4400306235
2019-11-01 7.3924780318
2019-12-01 7.4578756177
2020-01-01 7.4163356850
2020-02-01 7.4048797265
2020-03-01 7.4797062099
2020-04-01 7.5376626804
2020-05-01 7.3065735001
2020-06-01 7.4444472251
2020-07-01 7.5773703354
2020-08-01 7.7025728510
2020-09-01 7.9382230445
2020-10-01 7.9400861621
2020-11-01 8.0851494140
2020-12-01 8.2442775329
2021-01-01 8.4165007384
2021-02-01 8.5146214556
2021-03-01 8.5955356159
2021-04-01 8.7476507121
2021-05-01 8.7115838005
2021-06-01 8.7489449507
2021-07-01 8.7591353343
2021-08-01 8.7955381174
2021-09-01 8.8358376698
2021-10-01 8.8405200434
2021-11-01 8.8809193185
2021-12-01 8.8422313785
2022-01-01 8.8152294924
2022-02-01 8.8217157826
2022-03-01 8.8133852854
2022-04-01 8.7504191405
2022-05-01 8.7131908630
2022-06-01 8.9480072248
2022-07-01 8.9385112838
2022-08-01 8.9893636150
2022-09-01 8.9353352740
2022-10-01 8.9372714340
2022-11-01 8.9796373025
2022-12-01 8.9509426856
2023-01-01 8.9144975372
2023-02-01 8.9286513514
2023-03-01 8.9336737782
2023-04-01 8.9531466692
2023-05-01 9.0171716249
2023-06-01 8.9434108720
2023-07-01 8.9129754161
2023-08-01 8.8763277921
2023-09-01 8.9317895749
2023-10-01 8.9342915474
2023-11-01 8.8815225815
2023-12-01 8.8641917751
2024-01-01 9.1198962202
2024-02-01 9.1396560170
2024-03-01 9.1515975289
2024-04-01 9.0494637578
2024-05-01 9.2176692041
2024-06-01 9.2410384554
2024-07-01 9.2941384501
2024-08-01 9.2595280139
2024-09-01 9.3204882207
2024-10-01 9.4308138927
2024-11-01 9.4924369612
2024-12-01 9.4773726647
2025-01-01 9.5274104105
2025-02-01 9.4480984572
2025-03-01 9.3612025443
2025-04-01 9.4435510539
2025-05-01 9.4189595565
2025-06-01 9.4437384020
2025-07-01 9.4836988587
2025-08-01 9.4444638609
2025-09-01 9.3096584388
2025-10-01 9.2261795045
2025-11-01 9.1999274302
2025-12-01 9.1893707446
2026-01-01 9.1308865890
2026-02-01 9.1558496966
2026-03-01 9.1669068795
2026-04-01 9.2369468165
2026-05-01 9.2211717036
2026-06-01 9.2481365839
2026-07-01 9.2812894008
2026-08-01 9.3307027848
2026-09-01 9.4005685778

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