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 |