Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406056000001SA |
| 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 11:29 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 | 14.6277363245 |
| 1990-02-01 | 14.3846519582 |
| 1990-03-01 | 14.6141651232 |
| 1990-04-01 | 14.6297045578 |
| 1990-05-01 | 14.7727235290 |
| 1990-06-01 | 14.5171160573 |
| 1990-07-01 | 14.5236887790 |
| 1990-08-01 | 14.6247974780 |
| 1990-09-01 | 15.1607364860 |
| 1990-10-01 | 14.3591077204 |
| 1990-11-01 | 14.4703545130 |
| 1990-12-01 | 14.7529539415 |
| 1991-01-01 | 15.5689804228 |
| 1991-02-01 | 16.0137336308 |
| 1991-03-01 | 16.3222614389 |
| 1991-04-01 | 16.8445971499 |
| 1991-05-01 | 16.7885940238 |
| 1991-06-01 | 17.3164753691 |
| 1991-07-01 | 16.6223845007 |
| 1991-08-01 | 17.2044607573 |
| 1991-09-01 | 17.0428444033 |
| 1991-10-01 | 17.4127865862 |
| 1991-11-01 | 17.2208433399 |
| 1991-12-01 | 17.2907285899 |
| 1992-01-01 | 17.4644729185 |
| 1992-02-01 | 17.4792884173 |
| 1992-03-01 | 16.6431520065 |
| 1992-04-01 | 17.3861737449 |
| 1992-05-01 | 17.6251184807 |
| 1992-06-01 | 17.3933067142 |
| 1992-07-01 | 17.9170894247 |
| 1992-08-01 | 17.7702723598 |
| 1992-09-01 | 18.2022007263 |
| 1992-10-01 | 18.0484000007 |
| 1992-11-01 | 18.5456627301 |
| 1992-12-01 | 18.4839828079 |
| 1993-01-01 | 18.8162705944 |
| 1993-02-01 | 19.1894323823 |
| 1993-03-01 | 19.0980465207 |
| 1993-04-01 | 18.8406416710 |
| 1993-05-01 | 18.9143067169 |
| 1993-06-01 | 19.2805751468 |
| 1993-07-01 | 19.6106638215 |
| 1993-08-01 | 19.4996830022 |
| 1993-09-01 | 19.6104916264 |
| 1993-10-01 | 20.1285972886 |
| 1993-11-01 | 20.0867190807 |
| 1993-12-01 | 20.5750271640 |
| 1994-01-01 | 20.1923022023 |
| 1994-02-01 | 20.2028396536 |
| 1994-03-01 | 20.0640011458 |
| 1994-04-01 | 21.2916463902 |
| 1994-05-01 | 21.4886016057 |
| 1994-06-01 | 21.7634875516 |
| 1994-07-01 | 21.8751578383 |
| 1994-08-01 | 22.3107841326 |
| 1994-09-01 | 22.0911982511 |
| 1994-10-01 | 23.0388205612 |
| 1994-11-01 | 23.3111745062 |
| 1994-12-01 | 23.8752482581 |
| 1995-01-01 | 22.6491003304 |
| 1995-02-01 | 23.0138156937 |
| 1995-03-01 | 23.3463670641 |
| 1995-04-01 | 23.0128860611 |
| 1995-05-01 | 22.8824224827 |
| 1995-06-01 | 23.2525183551 |
| 1995-07-01 | 22.2284591346 |
| 1995-08-01 | 23.0365678244 |
| 1995-09-01 | 23.0737130840 |
| 1995-10-01 | 23.1920564438 |
| 1995-11-01 | 23.4878034469 |
| 1995-12-01 | 23.6468530148 |
| 1996-01-01 | 23.4499926561 |
| 1996-02-01 | 23.8960273232 |
| 1996-03-01 | 24.0195680266 |
| 1996-04-01 | 24.2912784411 |
| 1996-05-01 | 24.6616254083 |
| 1996-06-01 | 24.6104789494 |
| 1996-07-01 | 24.4523942576 |
| 1996-08-01 | 25.0119483094 |
| 1996-09-01 | 24.8745137579 |
| 1996-10-01 | 24.5764320561 |
| 1996-11-01 | 24.6204662471 |
| 1996-12-01 | 24.7615583291 |
| 1997-01-01 | 24.7028232321 |
| 1997-02-01 | 24.9617128577 |
| 1997-03-01 | 24.9940470228 |
| 1997-04-01 | 25.2954359948 |
| 1997-05-01 | 25.3969724776 |
| 1997-06-01 | 25.5689231998 |
| 1997-07-01 | 26.5892087258 |
| 1997-08-01 | 26.9267743812 |
| 1997-09-01 | 27.3380046502 |
| 1997-10-01 | 27.1653743220 |
| 1997-11-01 | 27.2362800590 |
| 1997-12-01 | 27.0175619058 |
| 1998-01-01 | 28.7295943936 |
| 1998-02-01 | 29.2982142468 |
| 1998-03-01 | 29.4422620516 |
| 1998-04-01 | 29.0407628028 |
| 1998-05-01 | 29.8842725407 |
| 1998-06-01 | 29.7992425634 |
| 1998-07-01 | 29.8302742196 |
| 1998-08-01 | 29.5732559671 |
| 1998-09-01 | 29.4882115277 |
| 1998-10-01 | 31.0320415992 |
| 1998-11-01 | 30.5481341322 |
| 1998-12-01 | 31.1632107246 |
| 1999-01-01 | 30.0322068370 |
| 1999-02-01 | 28.4039332114 |
| 1999-03-01 | 27.8475555627 |
| 1999-04-01 | 28.7909700999 |
| 1999-05-01 | 28.6755858138 |
| 1999-06-01 | 28.5078152994 |
| 1999-07-01 | 28.5701201594 |
| 1999-08-01 | 28.0498254587 |
| 1999-09-01 | 28.3223621957 |
| 1999-10-01 | 27.5443672692 |
| 1999-11-01 | 27.6914498349 |
| 1999-12-01 | 27.7970896421 |
| 2000-01-01 | 27.8962450471 |
| 2000-02-01 | 27.6613108103 |
| 2000-03-01 | 28.2108162371 |
| 2000-04-01 | 29.0849373231 |
| 2000-05-01 | 28.9331190277 |
| 2000-06-01 | 29.0449576251 |
| 2000-07-01 | 29.3686801020 |
| 2000-08-01 | 29.8286863756 |
| 2000-09-01 | 29.8708831610 |
| 2000-10-01 | 30.2424792833 |
| 2000-11-01 | 30.2756184262 |
| 2000-12-01 | 29.7111138870 |
| 2001-01-01 | 30.3263872630 |
| 2001-02-01 | 30.8693759508 |
| 2001-03-01 | 31.0245799844 |
| 2001-04-01 | 31.6539730116 |
| 2001-05-01 | 31.2143320542 |
| 2001-06-01 | 31.8664213001 |
| 2001-07-01 | 31.8359058766 |
| 2001-08-01 | 30.7953866964 |
| 2001-09-01 | 29.7868496967 |
| 2001-10-01 | 29.0088517904 |
| 2001-11-01 | 29.3968200584 |
| 2001-12-01 | 29.3152568573 |
| 2002-01-01 | 28.7451921381 |
| 2002-02-01 | 28.4364302286 |
| 2002-03-01 | 28.0286399610 |
| 2002-04-01 | 27.3721990382 |
| 2002-05-01 | 27.6719086925 |
| 2002-06-01 | 27.1594223045 |
| 2002-07-01 | 26.2818923808 |
| 2002-08-01 | 26.0550268491 |
| 2002-09-01 | 25.9190893826 |
| 2002-10-01 | 25.5833264480 |
| 2002-11-01 | 25.1938985185 |
| 2002-12-01 | 25.2014859443 |
| 2003-01-01 | 25.0659103709 |
| 2003-02-01 | 24.7076162511 |
| 2003-03-01 | 24.2182334355 |
| 2003-04-01 | 24.0885162217 |
| 2003-05-01 | 24.0253380124 |
| 2003-06-01 | 23.9757022762 |
| 2003-07-01 | 24.4269931719 |
| 2003-08-01 | 24.9003717413 |
| 2003-09-01 | 25.0609974284 |
| 2003-10-01 | 25.8527415824 |
| 2003-11-01 | 26.2706953471 |
| 2003-12-01 | 26.1959595550 |
| 2004-01-01 | 27.7044631762 |
| 2004-02-01 | 28.1350817114 |
| 2004-03-01 | 27.6498596614 |
| 2004-04-01 | 27.5955884086 |
| 2004-05-01 | 27.2991922910 |
| 2004-06-01 | 27.9824326871 |
| 2004-07-01 | 28.7215399356 |
| 2004-08-01 | 28.9955004296 |
| 2004-09-01 | 29.6625370829 |
| 2004-10-01 | 30.8420850198 |
| 2004-11-01 | 30.8800731798 |
| 2004-12-01 | 31.2972147024 |
| 2005-01-01 | 31.9607377947 |
| 2005-02-01 | 32.6262900406 |
| 2005-03-01 | 33.0863050901 |
| 2005-04-01 | 33.7915984906 |
| 2005-05-01 | 33.7775362820 |
| 2005-06-01 | 34.1544167757 |
| 2005-07-01 | 34.4833363271 |
| 2005-08-01 | 34.3405026884 |
| 2005-09-01 | 35.0663115565 |
| 2005-10-01 | 34.7162045241 |
| 2005-11-01 | 35.0288020589 |
| 2005-12-01 | 35.4226875201 |
| 2006-01-01 | 34.8431097373 |
| 2006-02-01 | 34.9471084275 |
| 2006-03-01 | 34.9634606851 |
| 2006-04-01 | 34.8408147056 |
| 2006-05-01 | 35.3768701701 |
| 2006-06-01 | 35.5526497660 |
| 2006-07-01 | 35.4929185963 |
| 2006-08-01 | 35.9842507246 |
| 2006-09-01 | 35.9306140875 |
| 2006-10-01 | 35.6780599660 |
| 2006-11-01 | 35.7186931196 |
| 2006-12-01 | 35.3110575659 |
| 2007-01-01 | 35.2314755096 |
| 2007-02-01 | 35.2834409267 |
| 2007-03-01 | 35.6685569825 |
| 2007-04-01 | 36.1946194213 |
| 2007-05-01 | 36.4658656775 |
| 2007-06-01 | 36.4100360579 |
| 2007-07-01 | 36.3878020078 |
| 2007-08-01 | 37.0410744441 |
| 2007-09-01 | 36.5385073389 |
| 2007-10-01 | 36.7947628847 |
| 2007-11-01 | 36.8123891166 |
| 2007-12-01 | 36.6795586231 |
| 2008-01-01 | 38.2234664390 |
| 2008-02-01 | 38.4479215227 |
| 2008-03-01 | 38.4101829128 |
| 2008-04-01 | 37.8176644547 |
| 2008-05-01 | 37.4532369543 |
| 2008-06-01 | 37.3828572958 |
| 2008-07-01 | 37.2252823945 |
| 2008-08-01 | 37.2296940337 |
| 2008-09-01 | 37.2888201319 |
| 2008-10-01 | 36.3826419073 |
| 2008-11-01 | 35.8085191230 |
| 2008-12-01 | 34.9237016941 |
| 2009-01-01 | 32.5223628158 |
| 2009-02-01 | 32.0062607641 |
| 2009-03-01 | 31.3674383933 |
| 2009-04-01 | 30.6394712357 |
| 2009-05-01 | 30.4407293249 |
| 2009-06-01 | 30.6751869297 |
| 2009-07-01 | 29.9319010396 |
| 2009-08-01 | 29.5365360882 |
| 2009-09-01 | 29.1314550282 |
| 2009-10-01 | 29.5763455617 |
| 2009-11-01 | 29.8649998946 |
| 2009-12-01 | 30.1739336568 |
| 2010-01-01 | 30.1524666178 |
| 2010-02-01 | 30.1757369975 |
| 2010-03-01 | 30.2448049155 |
| 2010-04-01 | 30.9582302427 |
| 2010-05-01 | 30.7864991317 |
| 2010-06-01 | 30.9732733467 |
| 2010-07-01 | 30.8081277542 |
| 2010-08-01 | 30.7546608483 |
| 2010-09-01 | 30.6583337340 |
| 2010-10-01 | 31.0216134166 |
| 2010-11-01 | 30.6230929626 |
| 2010-12-01 | 30.5194606203 |
| 2011-01-01 | 29.9987275085 |
| 2011-02-01 | 29.7428429790 |
| 2011-03-01 | 29.9419768002 |
| 2011-04-01 | 29.6692486172 |
| 2011-05-01 | 29.5685436724 |
| 2011-06-01 | 29.5423636568 |
| 2011-07-01 | 30.0219596486 |
| 2011-08-01 | 29.8580764322 |
| 2011-09-01 | 30.2959749221 |
| 2011-10-01 | 30.0954893831 |
| 2011-11-01 | 29.8808198559 |
| 2011-12-01 | 30.0905456373 |
| 2012-01-01 | 30.2442576498 |
| 2012-02-01 | 30.8173772051 |
| 2012-03-01 | 30.5308166433 |
| 2012-04-01 | 30.6768616488 |
| 2012-05-01 | 30.6787490447 |
| 2012-06-01 | 30.9104483323 |
| 2012-07-01 | 30.9414162194 |
| 2012-08-01 | 31.4494778495 |
| 2012-09-01 | 31.0554771315 |
| 2012-10-01 | 30.8005040578 |
| 2012-11-01 | 31.3077644741 |
| 2012-12-01 | 31.1962819328 |
| 2013-01-01 | 31.0394053895 |
| 2013-02-01 | 31.0393125141 |
| 2013-03-01 | 31.1145735461 |
| 2013-04-01 | 30.9686194227 |
| 2013-05-01 | 31.0782603651 |
| 2013-06-01 | 31.0368478583 |
| 2013-07-01 | 31.4161722000 |
| 2013-08-01 | 31.6441375724 |
| 2013-09-01 | 31.5174131314 |
| 2013-10-01 | 31.4281807039 |
| 2013-11-01 | 31.5565000924 |
| 2013-12-01 | 31.1364820949 |
| 2014-01-01 | 31.7098955988 |
| 2014-02-01 | 31.8123898952 |
| 2014-03-01 | 32.0777413062 |
| 2014-04-01 | 32.1667207704 |
| 2014-05-01 | 32.3893330029 |
| 2014-06-01 | 32.3488485955 |
| 2014-07-01 | 32.0201175191 |
| 2014-08-01 | 31.9290994232 |
| 2014-09-01 | 32.0534254779 |
| 2014-10-01 | 32.7834581941 |
| 2014-11-01 | 32.9437434078 |
| 2014-12-01 | 33.0688847407 |
| 2015-01-01 | 33.5717870583 |
| 2015-02-01 | 32.6537132616 |
| 2015-03-01 | 32.6322380950 |
| 2015-04-01 | 32.7446845824 |
| 2015-05-01 | 32.9689523500 |
| 2015-06-01 | 32.5396026717 |
| 2015-07-01 | 33.0510482583 |
| 2015-08-01 | 32.6084544008 |
| 2015-09-01 | 32.2606867339 |
| 2015-10-01 | 32.5391003473 |
| 2015-11-01 | 32.2117334605 |
| 2015-12-01 | 32.3834067501 |
| 2016-01-01 | 32.5633701965 |
| 2016-02-01 | 32.2910614892 |
| 2016-03-01 | 32.1545983790 |
| 2016-04-01 | 32.3466183207 |
| 2016-05-01 | 32.2934007262 |
| 2016-06-01 | 32.4847863593 |
| 2016-07-01 | 32.2559312333 |
| 2016-08-01 | 31.8615249134 |
| 2016-09-01 | 32.5298034058 |
| 2016-10-01 | 32.6899682779 |
| 2016-11-01 | 32.6851733529 |
| 2016-12-01 | 32.6877299945 |
| 2017-01-01 | 33.1442225291 |
| 2017-02-01 | 33.7340506389 |
| 2017-03-01 | 34.4603124382 |
| 2017-04-01 | 33.9568786234 |
| 2017-05-01 | 33.9812582679 |
| 2017-06-01 | 34.0455736533 |
| 2017-07-01 | 33.5584457326 |
| 2017-08-01 | 33.7108222745 |
| 2017-09-01 | 33.7984648566 |
| 2017-10-01 | 33.2270712509 |
| 2017-11-01 | 33.2025949372 |
| 2017-12-01 | 33.4000666942 |
| 2018-01-01 | 32.6270640247 |
| 2018-02-01 | 32.9918259140 |
| 2018-03-01 | 33.4410830202 |
| 2018-04-01 | 32.1661306043 |
| 2018-05-01 | 32.3670358971 |
| 2018-06-01 | 32.7493568491 |
| 2018-07-01 | 32.9630302037 |
| 2018-08-01 | 32.9858007552 |
| 2018-09-01 | 32.8849913330 |
| 2018-10-01 | 32.5438361961 |
| 2018-11-01 | 32.8112856651 |
| 2018-12-01 | 32.4927224322 |
| 2019-01-01 | 32.1771471017 |
| 2019-02-01 | 32.4842827849 |
| 2019-03-01 | 32.4955655584 |
| 2019-04-01 | 32.3452716864 |
| 2019-05-01 | 32.7577985392 |
| 2019-06-01 | 32.4671394280 |
| 2019-07-01 | 32.7648195668 |
| 2019-08-01 | 32.9330652645 |
| 2019-09-01 | 32.8000316203 |
| 2019-10-01 | 32.8388250492 |
| 2019-11-01 | 32.5773933479 |
| 2019-12-01 | 32.7025684337 |
| 2020-01-01 | 32.8356724589 |
| 2020-02-01 | 32.4783650046 |
| 2020-03-01 | 32.4151271923 |
| 2020-04-01 | 28.0135471014 |
| 2020-05-01 | 28.0721350328 |
| 2020-06-01 | 28.4960084067 |
| 2020-07-01 | 28.7012453364 |
| 2020-08-01 | 29.0505838515 |
| 2020-09-01 | 28.9177644437 |
| 2020-10-01 | 29.4299254338 |
| 2020-11-01 | 29.5757042668 |
| 2020-12-01 | 29.6090128383 |
| 2021-01-01 | 29.8784288846 |
| 2021-02-01 | 29.1604921301 |
| 2021-03-01 | 29.9126751522 |
| 2021-04-01 | 30.2493351877 |
| 2021-05-01 | 30.1597448616 |
| 2021-06-01 | 30.2148514971 |
| 2021-07-01 | 30.2875053032 |
| 2021-08-01 | 30.1980462821 |
| 2021-09-01 | 30.3170512601 |
| 2021-10-01 | 30.9363553662 |
| 2021-11-01 | 31.1726383359 |
| 2021-12-01 | 31.7270702391 |
| 2022-01-01 | 32.0583728865 |
| 2022-02-01 | 32.0209838734 |
| 2022-03-01 | 32.3042978954 |
| 2022-04-01 | 32.6669618419 |
| 2022-05-01 | 32.6815824028 |
| 2022-06-01 | 32.5324062851 |
| 2022-07-01 | 33.6199633823 |
| 2022-08-01 | 33.4479585678 |
| 2022-09-01 | 33.7943166439 |
| 2022-10-01 | 33.6909070359 |
| 2022-11-01 | 33.7830185134 |
| 2022-12-01 | 33.2922172590 |
| 2023-01-01 | 33.1564354578 |
| 2023-02-01 | 33.1807394463 |
| 2023-03-01 | 33.2168417516 |
| 2023-04-01 | 32.6817495923 |
| 2023-05-01 | 32.8109420333 |
| 2023-06-01 | 32.7842760606 |
| 2023-07-01 | 31.9181354046 |
| 2023-08-01 | 31.9448640696 |
| 2023-09-01 | 32.0733249973 |
| 2023-10-01 | 31.7616786475 |
| 2023-11-01 | 31.5624905253 |
| 2023-12-01 | 31.5558153652 |
| 2024-01-01 | 31.6865887569 |
| 2024-02-01 | 31.9466322997 |
| 2024-03-01 | 31.8558636862 |
| 2024-04-01 | 31.6351793709 |
| 2024-05-01 | 31.3200375918 |
| 2024-06-01 | 30.0461657566 |
| 2024-07-01 | 30.5867642784 |
| 2024-08-01 | 31.0958897494 |
| 2024-09-01 | 31.1625060156 |
| 2024-10-01 | 31.0250737736 |
| 2024-11-01 | 30.7526166962 |
| 2024-12-01 | 30.8079282955 |
| 2025-01-01 | 30.6004793671 |
| 2025-02-01 | 30.4212047499 |
| 2025-03-01 | 30.5355906384 |
| 2025-04-01 | 30.8057576054 |
| 2025-05-01 | 30.8687799045 |
| 2025-06-01 | 30.6172546879 |
| 2025-07-01 | 30.5133995699 |
| 2025-08-01 | 30.1927434177 |
| 2025-09-01 | 30.4709961747 |
| 2025-10-01 | 30.4540357583 |
| 2025-11-01 | 31.0411392569 |
| 2025-12-01 | 31.2738968687 |
| 2026-01-01 | 31.1068754316 |
| 2026-02-01 | 31.1186412893 |
| 2026-03-01 | 30.9451092520 |
| 2026-04-01 | 30.9863616598 |
| 2026-05-01 | 30.5347849383 |
| 2026-06-01 | 31.1689698929 |
| 2026-07-01 | 31.7095214576 |
| 2026-08-01 | 31.6840832405 |