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 2026-08-01
Last Updated 2026-09-18 11:30 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 6.7084832649
1990-02-01 6.6521922543
1990-03-01 6.6133755205
1990-04-01 7.1657433185
1990-05-01 7.0736823585
1990-06-01 7.1111941135
1990-07-01 7.2626125017
1990-08-01 7.1081506107
1990-09-01 7.0855496883
1990-10-01 7.1939947949
1990-11-01 7.0685122442
1990-12-01 7.1594555545
1991-01-01 6.4013274388
1991-02-01 6.5522152332
1991-03-01 6.5108112373
1991-04-01 6.5753641321
1991-05-01 6.5754314531
1991-06-01 6.5082846193
1991-07-01 6.4644795508
1991-08-01 6.6111431008
1991-09-01 6.5818657955
1991-10-01 6.4907648915
1991-11-01 6.5712788873
1991-12-01 6.5593827297
1992-01-01 6.3927252081
1992-02-01 6.3479475168
1992-03-01 6.3042457443
1992-04-01 6.2914591387
1992-05-01 6.1833645801
1992-06-01 6.2119273209
1992-07-01 6.2678276644
1992-08-01 6.2087031146
1992-09-01 6.1630723485
1992-10-01 6.1927951394
1992-11-01 6.1695194393
1992-12-01 6.1609508644
1993-01-01 6.1935199980
1993-02-01 6.2548460946
1993-03-01 6.1928756835
1993-04-01 6.2027120898
1993-05-01 6.1922809015
1993-06-01 6.2049475054
1993-07-01 6.0698084022
1993-08-01 6.0082833103
1993-09-01 6.0479784968
1993-10-01 5.9849674286
1993-11-01 5.9775018302
1993-12-01 5.9815420323
1994-01-01 5.9936026618
1994-02-01 5.8515382742
1994-03-01 5.8903195783
1994-04-01 5.7980030286
1994-05-01 5.8941526588
1994-06-01 5.8928789681
1994-07-01 5.9751980028
1994-08-01 6.0100484311
1994-09-01 6.0345837306
1994-10-01 6.1821194251
1994-11-01 6.1848299117
1994-12-01 6.3106359259
1995-01-01 6.4983209802
1995-02-01 6.3490841063
1995-03-01 6.3942674635
1995-04-01 6.2755689125
1995-05-01 6.1859679212
1995-06-01 6.2721763117
1995-07-01 6.5796831038
1995-08-01 6.4219283345
1995-09-01 6.4411388161
1995-10-01 6.1684019679
1995-11-01 6.1950951155
1995-12-01 6.2460555381
1996-01-01 5.8056327831
1996-02-01 5.7322930674
1996-03-01 5.9066467371
1996-04-01 5.8416170975
1996-05-01 5.7778362502
1996-06-01 5.8627591964
1996-07-01 5.6774289225
1996-08-01 5.7254455232
1996-09-01 5.7479008933
1996-10-01 5.8667069110
1996-11-01 5.8008495769
1996-12-01 5.7724163915
1997-01-01 6.1227425948
1997-02-01 6.1226127301
1997-03-01 6.0188927459
1997-04-01 6.2021144078
1997-05-01 6.1702267674
1997-06-01 6.1503003056
1997-07-01 6.1730133412
1997-08-01 6.1325460766
1997-09-01 6.0658470711
1997-10-01 6.0599126407
1997-11-01 6.1012076955
1997-12-01 6.0876910161
1998-01-01 6.1339952889
1998-02-01 6.2179043946
1998-03-01 6.1399127378
1998-04-01 6.1776493616
1998-05-01 6.1624339074
1998-06-01 6.1481699799
1998-07-01 6.0532818596
1998-08-01 6.0279584116
1998-09-01 5.9781594276
1998-10-01 6.2629925158
1998-11-01 6.3015714694
1998-12-01 6.2810046554
1999-01-01 6.2475017209
1999-02-01 6.3314233921
1999-03-01 6.3585403287
1999-04-01 6.3665642540
1999-05-01 6.3527917670
1999-06-01 6.4470687361
1999-07-01 6.6361248097
1999-08-01 6.6235475788
1999-09-01 6.5939666592
1999-10-01 6.3606008798
1999-11-01 6.4914131921
1999-12-01 6.5557987007
2000-01-01 6.6554375755
2000-02-01 6.6546531489
2000-03-01 6.6721350873
2000-04-01 6.6761495882
2000-05-01 6.6592996831
2000-06-01 6.7616282262
2000-07-01 6.5080184645
2000-08-01 6.5010518260
2000-09-01 6.4949904462
2000-10-01 6.4614366485
2000-11-01 6.5867533579
2000-12-01 6.4333948466
2001-01-01 6.3661500344
2001-02-01 6.2750973199
2001-03-01 6.2781424996
2001-04-01 6.1832551665
2001-05-01 6.2683067635
2001-06-01 6.1700640662
2001-07-01 6.1975746454
2001-08-01 6.0905840094
2001-09-01 5.9953570410
2001-10-01 5.8578026058
2001-11-01 5.6766904843
2001-12-01 5.8227612846
2002-01-01 5.6619861785
2002-02-01 5.6811403926
2002-03-01 5.6854261575
2002-04-01 5.9909815628
2002-05-01 5.9802150703
2002-06-01 6.0756329930
2002-07-01 6.0932725577
2002-08-01 6.1833574741
2002-09-01 6.1889177329
2002-10-01 6.3638704099
2002-11-01 6.4787399696
2002-12-01 6.5271400544
2003-01-01 6.5551481301
2003-02-01 6.4676473188
2003-03-01 6.4828492301
2003-04-01 6.0908106939
2003-05-01 6.2797451727
2003-06-01 6.2640375606
2003-07-01 6.5110131160
2003-08-01 6.4957999442
2003-09-01 6.4945669439
2003-10-01 6.5777962545
2003-11-01 6.4731994180
2003-12-01 6.4442994675
2004-01-01 6.4355499811
2004-02-01 6.5400332269
2004-03-01 6.4674541940
2004-04-01 6.4983876809
2004-05-01 6.4806919002
2004-06-01 6.4445832568
2004-07-01 6.5285251442
2004-08-01 6.5074979046
2004-09-01 6.6002707507
2004-10-01 6.5990276367
2004-11-01 6.5853068315
2004-12-01 6.7746243764
2005-01-01 6.6099540589
2005-02-01 6.6059212020
2005-03-01 6.5478507495
2005-04-01 6.6974547024
2005-05-01 6.6689718495
2005-06-01 6.7186244051
2005-07-01 6.6503627260
2005-08-01 6.7263725816
2005-09-01 6.8201031315
2005-10-01 6.7270181750
2005-11-01 6.7901575347
2005-12-01 6.7994648648
2006-01-01 6.7713666901
2006-02-01 6.7805278070
2006-03-01 6.8325640326
2006-04-01 6.6997655885
2006-05-01 6.7608861667
2006-06-01 6.6981393624
2006-07-01 6.5658932669
2006-08-01 6.5387174662
2006-09-01 6.4366327029
2006-10-01 6.4524690345
2006-11-01 6.5008265316
2006-12-01 6.4072545162
2007-01-01 6.4359063223
2007-02-01 6.4685352186
2007-03-01 6.4205920415
2007-04-01 6.2970228134
2007-05-01 6.3632176590
2007-06-01 6.3881092277
2007-07-01 6.3750779493
2007-08-01 6.3492731373
2007-09-01 6.3564263648
2007-10-01 6.3661420053
2007-11-01 6.3033544163
2007-12-01 6.2937142401
2008-01-01 6.4990014410
2008-02-01 6.5712642216
2008-03-01 6.6119753558
2008-04-01 6.7999681967
2008-05-01 6.8885033735
2008-06-01 6.7984848203
2008-07-01 6.7749138836
2008-08-01 6.7528859164
2008-09-01 6.6550017107
2008-10-01 6.6577843757
2008-11-01 6.7055197226
2008-12-01 6.4699392333
2009-01-01 6.6819581335
2009-02-01 6.6857505888
2009-03-01 6.5137900977
2009-04-01 6.4983006690
2009-05-01 6.5183608750
2009-06-01 6.5204097672
2009-07-01 6.5647707147
2009-08-01 6.6574460031
2009-09-01 6.5409941708
2009-10-01 6.7366521177
2009-11-01 6.8032703733
2009-12-01 6.8403394332
2010-01-01 6.8811803639
2010-02-01 6.9089330354
2010-03-01 7.0209836822
2010-04-01 6.8985201374
2010-05-01 6.8465361012
2010-06-01 6.7426272008
2010-07-01 6.9550316938
2010-08-01 6.9559804425
2010-09-01 7.0145244323
2010-10-01 7.0149771434
2010-11-01 6.9978711784
2010-12-01 7.1183183900
2011-01-01 7.1024870256
2011-02-01 7.0310907626
2011-03-01 7.1255912578
2011-04-01 7.1010855192
2011-05-01 7.0557491323
2011-06-01 7.0507126732
2011-07-01 7.0428798793
2011-08-01 7.0576312076
2011-09-01 7.0994920064
2011-10-01 7.1027727775
2011-11-01 7.1030963707
2011-12-01 7.2091445561
2012-01-01 7.0278312805
2012-02-01 7.0359497648
2012-03-01 7.0141939953
2012-04-01 7.0994965225
2012-05-01 7.1503097077
2012-06-01 7.1559387636
2012-07-01 7.2355950093
2012-08-01 7.1587691827
2012-09-01 7.1997954406
2012-10-01 7.2039135509
2012-11-01 7.1158458223
2012-12-01 7.1192743412
2013-01-01 7.0498056327
2013-02-01 7.0206163772
2013-03-01 6.9923316234
2013-04-01 6.9891060672
2013-05-01 6.9288328416
2013-06-01 6.9548589117
2013-07-01 6.9354759295
2013-08-01 6.9690798589
2013-09-01 6.9172385202
2013-10-01 6.8172878473
2013-11-01 6.8360951402
2013-12-01 6.8355686132
2014-01-01 6.5571102303
2014-02-01 6.4899668627
2014-03-01 6.4592350395
2014-04-01 6.4756405466
2014-05-01 6.6059226689
2014-06-01 6.6542964605
2014-07-01 6.6518311055
2014-08-01 6.6821973632
2014-09-01 6.7424928197
2014-10-01 6.8324234831
2014-11-01 6.8428885584
2014-12-01 6.8532406318
2015-01-01 7.2508616672
2015-02-01 7.1605014878
2015-03-01 7.1340481598
2015-04-01 7.0730412170
2015-05-01 6.7874064667
2015-06-01 6.7443157581
2015-07-01 6.7699059720
2015-08-01 6.7007894060
2015-09-01 6.5625603306
2015-10-01 6.5447598371
2015-11-01 6.5486695960
2015-12-01 6.5534908934
2016-01-01 6.9389961412
2016-02-01 6.7431946603
2016-03-01 6.8175699457
2016-04-01 6.7748332117
2016-05-01 6.7799596752
2016-06-01 6.6399145434
2016-07-01 6.7871986487
2016-08-01 6.8143032945
2016-09-01 6.8726061925
2016-10-01 6.8483397565
2016-11-01 6.8404266582
2016-12-01 6.8409275514
2017-01-01 6.8272565555
2017-02-01 6.8457058683
2017-03-01 6.8183062922
2017-04-01 6.7890225494
2017-05-01 6.7807174396
2017-06-01 6.7368121349
2017-07-01 6.5947625767
2017-08-01 6.5220164355
2017-09-01 6.5672888170
2017-10-01 6.6465090323
2017-11-01 6.6298710782
2017-12-01 6.5135472109
2018-01-01 6.6208027948
2018-02-01 6.5617136725
2018-03-01 6.5323351172
2018-04-01 6.6034286157
2018-05-01 6.6887166301
2018-06-01 6.8385198218
2018-07-01 6.8985764122
2018-08-01 6.9214427903
2018-09-01 6.9560183274
2018-10-01 6.9401776609
2018-11-01 7.0085084050
2018-12-01 7.0853124545
2019-01-01 7.0158813693
2019-02-01 7.0860839274
2019-03-01 7.1572483223
2019-04-01 7.2251967714
2019-05-01 7.2991685775
2019-06-01 7.3373756516
2019-07-01 7.3906889115
2019-08-01 7.4122389887
2019-09-01 7.4450861993
2019-10-01 7.4402143524
2019-11-01 7.3927768346
2019-12-01 7.4582872381
2020-01-01 7.4175299945
2020-02-01 7.4053180353
2020-03-01 7.4799970789
2020-04-01 7.5374884397
2020-05-01 7.3052238902
2020-06-01 7.4420151428
2020-07-01 7.5776391610
2020-08-01 7.7028409346
2020-09-01 7.9385037521
2020-10-01 7.9403933602
2020-11-01 8.0857015155
2020-12-01 8.2448962225
2021-01-01 8.4183191607
2021-02-01 8.5150919718
2021-03-01 8.5958603904
2021-04-01 8.7468994672
2021-05-01 8.7091073239
2021-06-01 8.7459614598
2021-07-01 8.7596085996
2021-08-01 8.7961055015
2021-09-01 8.8365101729
2021-10-01 8.8412284580
2021-11-01 8.8819727793
2021-12-01 8.8432340415
2022-01-01 8.8177662468
2022-02-01 8.8220817453
2022-03-01 8.8132619918
2022-04-01 8.7488896435
2022-05-01 8.7089835876
2022-06-01 8.9443978303
2022-07-01 8.9377876348
2022-08-01 8.9930166936
2022-09-01 8.9360129708
2022-10-01 8.9383265306
2022-11-01 8.9813305152
2022-12-01 8.9525716490
2023-01-01 8.9180513169
2023-02-01 8.9291843740
2023-03-01 8.9331249985
2023-04-01 8.9503423537
2023-05-01 9.0110919493
2023-06-01 8.9372731364
2023-07-01 8.9080584819
2023-08-01 8.8853666963
2023-09-01 8.9346616025
2023-10-01 8.9368340499
2023-11-01 8.8841686066
2023-12-01 8.8664162277
2024-01-01 9.1237628297
2024-02-01 9.1400758223
2024-03-01 9.1501317493
2024-04-01 9.0451659532
2024-05-01 9.2092936134
2024-06-01 9.2323096073
2024-07-01 9.2841547092
2024-08-01 9.2736236665
2024-09-01 9.3283918078
2024-10-01 9.4347778358
2024-11-01 9.4958362292
2024-12-01 9.4799242937
2025-01-01 9.5314894616
2025-02-01 9.4481404888
2025-03-01 9.3586960124
2025-04-01 9.4377918896
2025-05-01 9.4089857488
2025-06-01 9.4320195269
2025-07-01 9.4685622415
2025-08-01 9.4620051444
2025-09-01 9.3240576805
2025-10-01 9.2319172395
2025-11-01 9.2040391513
2025-12-01 9.1920803895
2026-01-01 9.1344115393
2026-02-01 9.1553171574
2026-03-01 9.1631506691
2026-04-01 9.2297746121
2026-05-01 9.2098402717
2026-06-01 9.2342552668
2026-07-01 9.2625485342
2026-08-01 9.2503279060

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