Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oklahoma

Title All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oklahoma
Series ID SMU40000006056170001SA
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 11:32 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 8.5313473423
1990-02-01 8.6704105782
1990-03-01 8.7291334752
1990-04-01 8.8745295656
1990-05-01 9.0208287864
1990-06-01 9.1931301917
1990-07-01 9.2755519194
1990-08-01 9.3735631346
1990-09-01 9.4957642792
1990-10-01 9.1835745365
1990-11-01 9.6127733500
1990-12-01 9.5041012220
1991-01-01 9.7496257031
1991-02-01 9.7922797991
1991-03-01 10.0432353745
1991-04-01 9.8798439919
1991-05-01 9.8285889394
1991-06-01 9.9896043751
1991-07-01 9.4745164162
1991-08-01 9.5568774460
1991-09-01 9.6747425206
1991-10-01 9.9770567123
1991-11-01 9.9827170192
1991-12-01 10.0666719411
1992-01-01 10.4844189961
1992-02-01 10.6459922872
1992-03-01 10.7686725328
1992-04-01 10.6937077732
1992-05-01 10.8416767647
1992-06-01 10.8882870203
1992-07-01 11.0727569670
1992-08-01 11.1305791192
1992-09-01 11.1353664353
1992-10-01 10.1689127050
1992-11-01 10.1335963912
1992-12-01 10.3117733261
1993-01-01 10.4360564379
1993-02-01 10.5179063968
1993-03-01 10.5983617643
1993-04-01 10.9219706547
1993-05-01 11.0565577535
1993-06-01 11.2834985348
1993-07-01 11.4766569922
1993-08-01 11.5946504834
1993-09-01 11.4836136020
1993-10-01 11.4628456925
1993-11-01 11.5741390259
1993-12-01 11.7534799327
1994-01-01 11.3953545886
1994-02-01 11.4979957375
1994-03-01 11.5382102795
1994-04-01 11.5415510650
1994-05-01 11.5660936943
1994-06-01 11.6895883214
1994-07-01 11.6756097306
1994-08-01 11.7535336259
1994-09-01 11.9368994420
1994-10-01 12.2574656701
1994-11-01 12.3104101471
1994-12-01 12.2135537832
1995-01-01 11.8547686966
1995-02-01 11.9555075171
1995-03-01 12.0731789310
1995-04-01 12.0628792603
1995-05-01 12.0698406208
1995-06-01 12.0954262409
1995-07-01 11.8718940875
1995-08-01 12.1308136204
1995-09-01 12.2991755892
1995-10-01 12.2362974430
1995-11-01 12.3658903914
1995-12-01 12.3052844505
1996-01-01 12.3914255801
1996-02-01 12.3893031219
1996-03-01 12.5032802646
1996-04-01 12.2733503971
1996-05-01 12.5660501276
1996-06-01 12.6230525384
1996-07-01 12.3571370400
1996-08-01 12.4129038979
1996-09-01 12.2651056857
1996-10-01 12.2105721039
1996-11-01 12.2425802737
1996-12-01 12.2160829445
1997-01-01 12.1233581726
1997-02-01 12.2109663420
1997-03-01 12.2279870163
1997-04-01 12.2790325024
1997-05-01 12.2566518249
1997-06-01 12.1370633571
1997-07-01 12.3407126525
1997-08-01 12.3895853448
1997-09-01 12.3302175395
1997-10-01 12.3922794180
1997-11-01 12.4542601943
1997-12-01 12.4186467945
1998-01-01 12.5656307909
1998-02-01 12.6361976400
1998-03-01 12.5495042032
1998-04-01 12.5752768588
1998-05-01 12.6353916431
1998-06-01 12.7374015934
1998-07-01 12.8317210676
1998-08-01 12.6488242117
1998-09-01 12.8047709412
1998-10-01 13.0822797972
1998-11-01 12.9613104884
1998-12-01 12.9139232674
1999-01-01 13.2335335628
1999-02-01 13.2847644782
1999-03-01 13.2689215482
1999-04-01 12.5639092188
1999-05-01 12.6086152250
1999-06-01 12.7015888716
1999-07-01 13.2271040812
1999-08-01 13.0170370454
1999-09-01 13.2872135382
1999-10-01 12.8660805095
1999-11-01 12.8738352223
1999-12-01 12.8973782025
2000-01-01 12.7021945512
2000-02-01 12.6525213496
2000-03-01 12.6807729055
2000-04-01 12.8690538234
2000-05-01 12.7725552506
2000-06-01 12.8522528257
2000-07-01 12.8290509599
2000-08-01 12.8905900181
2000-09-01 12.9753214747
2000-10-01 12.7512315036
2000-11-01 12.7677967387
2000-12-01 13.0715352471
2001-01-01 12.9719367098
2001-02-01 13.1277346334
2001-03-01 13.1946832143
2001-04-01 13.0748786724
2001-05-01 13.1488377630
2001-06-01 13.0883426074
2001-07-01 12.6235565060
2001-08-01 12.7756919376
2001-09-01 12.5786464176
2001-10-01 12.7487225663
2001-11-01 12.8699703577
2001-12-01 12.6438481713
2002-01-01 12.7148999927
2002-02-01 12.7596218913
2002-03-01 12.5949101294
2002-04-01 13.2040246463
2002-05-01 13.4439901982
2002-06-01 13.1337548847
2002-07-01 13.3191402889
2002-08-01 13.2793119825
2002-09-01 13.1857834382
2002-10-01 13.1498400455
2002-11-01 12.9554171597
2002-12-01 12.9434163907
2003-01-01 12.8216728825
2003-02-01 12.6517672083
2003-03-01 12.4045132475
2003-04-01 12.7341688711
2003-05-01 13.0627785695
2003-06-01 13.0926111315
2003-07-01 13.0992849275
2003-08-01 13.0948907220
2003-09-01 13.1801245152
2003-10-01 13.2654597446
2003-11-01 13.1643446731
2003-12-01 13.1647770129
2004-01-01 12.8912039537
2004-02-01 12.7953258367
2004-03-01 12.7153036758
2004-04-01 12.6793486749
2004-05-01 12.4855452356
2004-06-01 12.4685694930
2004-07-01 12.5895567785
2004-08-01 12.6062732071
2004-09-01 12.5598694983
2004-10-01 12.7846007906
2004-11-01 12.9698619034
2004-12-01 13.1929886337
2005-01-01 13.5561893392
2005-02-01 13.5442559225
2005-03-01 13.5472314775
2005-04-01 13.4036372019
2005-05-01 13.3034600453
2005-06-01 13.1466359900
2005-07-01 13.4883183800
2005-08-01 13.3974015546
2005-09-01 13.6277779070
2005-10-01 13.5006182753
2005-11-01 13.5913873268
2005-12-01 13.4242123743
2006-01-01 13.6457567979
2006-02-01 13.5975564683
2006-03-01 13.5727179205
2006-04-01 13.6324415045
2006-05-01 13.7117782296
2006-06-01 13.7238464026
2006-07-01 13.5918588804
2006-08-01 13.5729037597
2006-09-01 13.5900645829
2006-10-01 13.2881268441
2006-11-01 13.3871835031
2006-12-01 13.2631624590
2007-01-01 13.6768039612
2007-02-01 13.9112347747
2007-03-01 14.2143978176
2007-04-01 13.9365881847
2007-05-01 13.9996004792
2007-06-01 13.9966618892
2007-07-01 14.0734428289
2007-08-01 14.2376959991
2007-09-01 14.0573296524
2007-10-01 14.3518222247
2007-11-01 14.4853018854
2007-12-01 14.5980726374
2008-01-01 14.7468649771
2008-02-01 14.5613682507
2008-03-01 14.5500400081
2008-04-01 14.6347190335
2008-05-01 14.6705689079
2008-06-01 14.6746539187
2008-07-01 14.4303104924
2008-08-01 14.5017281198
2008-09-01 14.5465097474
2008-10-01 14.6047811229
2008-11-01 14.3626955191
2008-12-01 14.3225102601
2009-01-01 14.2363177621
2009-02-01 14.3560526146
2009-03-01 14.2837200303
2009-04-01 14.0115327410
2009-05-01 14.0246434519
2009-06-01 14.0457287418
2009-07-01 14.1744157969
2009-08-01 14.1780457996
2009-09-01 14.1656055006
2009-10-01 13.7580504491
2009-11-01 14.2375768849
2009-12-01 14.1579223601
2010-01-01 13.7203441678
2010-02-01 13.7359087780
2010-03-01 13.7884737968
2010-04-01 13.9969426606
2010-05-01 13.9905638269
2010-06-01 14.1305292957
2010-07-01 14.2029669136
2010-08-01 14.1454148865
2010-09-01 14.2846658786
2010-10-01 14.5415980521
2010-11-01 14.4109597959
2010-12-01 14.5047120199
2011-01-01 14.5903375483
2011-02-01 14.3209373848
2011-03-01 14.6906283957
2011-04-01 15.1655912330
2011-05-01 14.8477770476
2011-06-01 14.8010345224
2011-07-01 14.8348824929
2011-08-01 14.8186577167
2011-09-01 14.8117236785
2011-10-01 14.8486868691
2011-11-01 15.0056492997
2011-12-01 15.0612238127
2012-01-01 15.0289254455
2012-02-01 15.0758008425
2012-03-01 15.1883161802
2012-04-01 15.4411154559
2012-05-01 15.2102131144
2012-06-01 15.0813436973
2012-07-01 14.7810471766
2012-08-01 14.8718218029
2012-09-01 14.8324148607
2012-10-01 15.0833799418
2012-11-01 15.1156994731
2012-12-01 15.0001446787
2013-01-01 15.1431858605
2013-02-01 15.1196938678
2013-03-01 15.1918777079
2013-04-01 14.9158968825
2013-05-01 14.9804621347
2013-06-01 15.0649006893
2013-07-01 15.2522948029
2013-08-01 15.4391657546
2013-09-01 15.5452742756
2013-10-01 15.2976257773
2013-11-01 15.3291530389
2013-12-01 15.3311447305
2014-01-01 15.3395417907
2014-02-01 15.4340561166
2014-03-01 15.6001003588
2014-04-01 15.8141660254
2014-05-01 15.7816431848
2014-06-01 15.8667196970
2014-07-01 15.8367917775
2014-08-01 15.7015874436
2014-09-01 15.6185038847
2014-10-01 15.6045912790
2014-11-01 15.6551352064
2014-12-01 15.6393036334
2015-01-01 15.7415239950
2015-02-01 15.7385811097
2015-03-01 15.8183317407
2015-04-01 15.9054324560
2015-05-01 16.1006963609
2015-06-01 16.0692181554
2015-07-01 16.0321988203
2015-08-01 16.1977161726
2015-09-01 16.0816442508
2015-10-01 15.9854928508
2015-11-01 16.0724911937
2015-12-01 16.2431470820
2016-01-01 16.2356729907
2016-02-01 16.2300057680
2016-03-01 16.2426327255
2016-04-01 16.2012672388
2016-05-01 16.2295761964
2016-06-01 16.1791491120
2016-07-01 16.3395012574
2016-08-01 16.4031662699
2016-09-01 16.4380991322
2016-10-01 16.6629866668
2016-11-01 16.6888154948
2016-12-01 16.8363875274
2017-01-01 16.2313166386
2017-02-01 16.3075102174
2017-03-01 16.4642746726
2017-04-01 16.4955492920
2017-05-01 16.4543919661
2017-06-01 16.4921402250
2017-07-01 16.4516194488
2017-08-01 16.4281104982
2017-09-01 16.5151867585
2017-10-01 16.4383032286
2017-11-01 16.2896853783
2017-12-01 16.4344849604
2018-01-01 16.4207168400
2018-02-01 16.4764774122
2018-03-01 16.4713794032
2018-04-01 16.0916266462
2018-05-01 16.1791691682
2018-06-01 16.4999607715
2018-07-01 16.4636708392
2018-08-01 16.4519217832
2018-09-01 16.6087512311
2018-10-01 16.5282705197
2018-11-01 16.6003685514
2018-12-01 16.5360282344
2019-01-01 16.6059641197
2019-02-01 16.6358822043
2019-03-01 16.4709491429
2019-04-01 16.8822146426
2019-05-01 16.8841601822
2019-06-01 17.0041723159
2019-07-01 17.1672892618
2019-08-01 17.2857040642
2019-09-01 17.3259596212
2019-10-01 17.4372160499
2019-11-01 17.4060555643
2019-12-01 17.3491525359
2020-01-01 17.2784910903
2020-02-01 17.2977882557
2020-03-01 17.1543472960
2020-04-01 16.0721236081
2020-05-01 16.3762163315
2020-06-01 16.4045400040
2020-07-01 16.4772803238
2020-08-01 16.6063598069
2020-09-01 16.6587653458
2020-10-01 16.6625615826
2020-11-01 16.8179639583
2020-12-01 17.0640718305
2021-01-01 17.3457110258
2021-02-01 16.7585307663
2021-03-01 17.3240078204
2021-04-01 17.2666843355
2021-05-01 17.1538755569
2021-06-01 17.2134274236
2021-07-01 17.0926375743
2021-08-01 17.0199823175
2021-09-01 17.0011995424
2021-10-01 17.1924586140
2021-11-01 17.2281340153
2021-12-01 17.2764113769
2022-01-01 17.4176203977
2022-02-01 17.5249605092
2022-03-01 17.4695687404
2022-04-01 17.6658800656
2022-05-01 17.8301198059
2022-06-01 17.8116759798
2022-07-01 18.1263875474
2022-08-01 18.0380680166
2022-09-01 18.2482222111
2022-10-01 18.3238742267
2022-11-01 18.3407005982
2022-12-01 18.2746653625
2023-01-01 18.3853434279
2023-02-01 18.2862643305
2023-03-01 18.2144936625
2023-04-01 18.1683990615
2023-05-01 18.1115516140
2023-06-01 18.5229008734
2023-07-01 18.0577457234
2023-08-01 18.1651485585
2023-09-01 18.0879756791
2023-10-01 17.8501542896
2023-11-01 17.8471566289
2023-12-01 17.7606355404
2024-01-01 17.7543590046
2024-02-01 17.7539982920
2024-03-01 18.0611341832
2024-04-01 17.9704245841
2024-05-01 18.0069964837
2024-06-01 18.0311448622
2024-07-01 18.0938997067
2024-08-01 18.3908492822
2024-09-01 18.1190417415
2024-10-01 18.4726541053
2024-11-01 18.1476814229
2024-12-01 18.1365761134
2025-01-01 17.9294697362
2025-02-01 18.1288377790
2025-03-01 18.1240772611
2025-04-01 17.9679227880
2025-05-01 18.1084624656
2025-06-01 18.0468677160
2025-07-01 17.8174465858
2025-08-01 17.8136431079
2025-09-01 17.8425427438
2025-10-01 17.8853567910
2025-11-01 18.0487939080
2025-12-01 18.3092007662
2026-01-01 18.3157686374
2026-02-01 18.2115009211
2026-03-01 18.0957186144
2026-04-01 18.0669308251
2026-05-01 17.9112991904
2026-06-01 17.8493840166
2026-07-01 18.0381732045
2026-08-01 17.9380232522

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