Table Data - All Employees: Professional and Business Services: Employment Services in Tulsa, OK (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406056130001SA |
| 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 | 5.5263842434 |
| 1990-02-01 | 5.2355272076 |
| 1990-03-01 | 5.3496353705 |
| 1990-04-01 | 5.1155413350 |
| 1990-05-01 | 5.2548763600 |
| 1990-06-01 | 4.8405420320 |
| 1990-07-01 | 4.9845679760 |
| 1990-08-01 | 5.0067668457 |
| 1990-09-01 | 5.2753689300 |
| 1990-10-01 | 4.9078370101 |
| 1990-11-01 | 4.7887586510 |
| 1990-12-01 | 5.0722078797 |
| 1991-01-01 | 5.5506121902 |
| 1991-02-01 | 5.9540629467 |
| 1991-03-01 | 6.0463425194 |
| 1991-04-01 | 6.2320273394 |
| 1991-05-01 | 6.1713292188 |
| 1991-06-01 | 6.6481804985 |
| 1991-07-01 | 6.3745882881 |
| 1991-08-01 | 6.7028756218 |
| 1991-09-01 | 6.4014868304 |
| 1991-10-01 | 6.2541067136 |
| 1991-11-01 | 6.0399980477 |
| 1991-12-01 | 6.0890765464 |
| 1992-01-01 | 6.3337918204 |
| 1992-02-01 | 6.1973854456 |
| 1992-03-01 | 6.0495681665 |
| 1992-04-01 | 6.5632920676 |
| 1992-05-01 | 6.6099500521 |
| 1992-06-01 | 6.5447969632 |
| 1992-07-01 | 6.5793932645 |
| 1992-08-01 | 6.4852594463 |
| 1992-09-01 | 6.8336860149 |
| 1992-10-01 | 7.0707421711 |
| 1992-11-01 | 7.3692913808 |
| 1992-12-01 | 7.2480121946 |
| 1993-01-01 | 7.6594504740 |
| 1993-02-01 | 7.9793322376 |
| 1993-03-01 | 7.7783347217 |
| 1993-04-01 | 7.2990323082 |
| 1993-05-01 | 7.4208644487 |
| 1993-06-01 | 7.5553031884 |
| 1993-07-01 | 7.9715457949 |
| 1993-08-01 | 7.7485537612 |
| 1993-09-01 | 7.8413913931 |
| 1993-10-01 | 8.0051358428 |
| 1993-11-01 | 8.1320004577 |
| 1993-12-01 | 8.4238689478 |
| 1994-01-01 | 8.2852181999 |
| 1994-02-01 | 8.2370700011 |
| 1994-03-01 | 8.0776386664 |
| 1994-04-01 | 8.9711405813 |
| 1994-05-01 | 9.1312081034 |
| 1994-06-01 | 9.3786690697 |
| 1994-07-01 | 9.4297013253 |
| 1994-08-01 | 9.5750776675 |
| 1994-09-01 | 9.5132758567 |
| 1994-10-01 | 10.2724496480 |
| 1994-11-01 | 10.3679426886 |
| 1994-12-01 | 10.3555231020 |
| 1995-01-01 | 9.7775099044 |
| 1995-02-01 | 9.8846597326 |
| 1995-03-01 | 10.1819524982 |
| 1995-04-01 | 10.1385718122 |
| 1995-05-01 | 10.0661296710 |
| 1995-06-01 | 10.2904232184 |
| 1995-07-01 | 9.8710256352 |
| 1995-08-01 | 10.5099523597 |
| 1995-09-01 | 10.7854435463 |
| 1995-10-01 | 10.7522535119 |
| 1995-11-01 | 11.0804966040 |
| 1995-12-01 | 11.1722666742 |
| 1996-01-01 | 10.6119013717 |
| 1996-02-01 | 11.0109081726 |
| 1996-03-01 | 10.9932341561 |
| 1996-04-01 | 11.1809731490 |
| 1996-05-01 | 11.1598226315 |
| 1996-06-01 | 11.1661288042 |
| 1996-07-01 | 11.4365958427 |
| 1996-08-01 | 11.9389897727 |
| 1996-09-01 | 11.9271956064 |
| 1996-10-01 | 11.0767647817 |
| 1996-11-01 | 11.1271661758 |
| 1996-12-01 | 10.8490161003 |
| 1997-01-01 | 11.9071087094 |
| 1997-02-01 | 12.0467316253 |
| 1997-03-01 | 12.1429235633 |
| 1997-04-01 | 11.8630477387 |
| 1997-05-01 | 11.8998024870 |
| 1997-06-01 | 11.9140014206 |
| 1997-07-01 | 12.4135171598 |
| 1997-08-01 | 12.3057322776 |
| 1997-09-01 | 12.3022095780 |
| 1997-10-01 | 12.3090258849 |
| 1997-11-01 | 12.2485292818 |
| 1997-12-01 | 12.1514500502 |
| 1998-01-01 | 12.5849963995 |
| 1998-02-01 | 12.8759778358 |
| 1998-03-01 | 12.7883293127 |
| 1998-04-01 | 12.4169368491 |
| 1998-05-01 | 12.7713583348 |
| 1998-06-01 | 12.6644546593 |
| 1998-07-01 | 12.5973256215 |
| 1998-08-01 | 12.2787776615 |
| 1998-09-01 | 12.2807004134 |
| 1998-10-01 | 13.0645609096 |
| 1998-11-01 | 12.5993423796 |
| 1998-12-01 | 13.0241448700 |
| 1999-01-01 | 11.4072253642 |
| 1999-02-01 | 11.0084116315 |
| 1999-03-01 | 11.0449186248 |
| 1999-04-01 | 12.2466281869 |
| 1999-05-01 | 11.7607470599 |
| 1999-06-01 | 11.6963626206 |
| 1999-07-01 | 11.5185473305 |
| 1999-08-01 | 11.7857219631 |
| 1999-09-01 | 11.9995337575 |
| 1999-10-01 | 11.3950304976 |
| 1999-11-01 | 11.5905067613 |
| 1999-12-01 | 11.5448696056 |
| 2000-01-01 | 11.6348927858 |
| 2000-02-01 | 11.3227680936 |
| 2000-03-01 | 11.7928439151 |
| 2000-04-01 | 12.6728040452 |
| 2000-05-01 | 12.2290484600 |
| 2000-06-01 | 12.3648558079 |
| 2000-07-01 | 12.4779116567 |
| 2000-08-01 | 12.6914291477 |
| 2000-09-01 | 12.7748146405 |
| 2000-10-01 | 13.8327422182 |
| 2000-11-01 | 13.7220065881 |
| 2000-12-01 | 13.0523244644 |
| 2001-01-01 | 13.6720816393 |
| 2001-02-01 | 14.1040503755 |
| 2001-03-01 | 14.3177660624 |
| 2001-04-01 | 14.4132173537 |
| 2001-05-01 | 13.6659798613 |
| 2001-06-01 | 14.3618011616 |
| 2001-07-01 | 14.4412036376 |
| 2001-08-01 | 14.3143231926 |
| 2001-09-01 | 13.8417705870 |
| 2001-10-01 | 13.1308093700 |
| 2001-11-01 | 13.2491178302 |
| 2001-12-01 | 13.1750484676 |
| 2002-01-01 | 12.3825385442 |
| 2002-02-01 | 12.3521262587 |
| 2002-03-01 | 12.0096844371 |
| 2002-04-01 | 11.9750969513 |
| 2002-05-01 | 12.0673199643 |
| 2002-06-01 | 11.7935021885 |
| 2002-07-01 | 11.2956750008 |
| 2002-08-01 | 11.1343747584 |
| 2002-09-01 | 10.9680682481 |
| 2002-10-01 | 10.5242523398 |
| 2002-11-01 | 10.3788063851 |
| 2002-12-01 | 10.3992296740 |
| 2003-01-01 | 10.5884642795 |
| 2003-02-01 | 10.4144540211 |
| 2003-03-01 | 10.0862432733 |
| 2003-04-01 | 9.3760550792 |
| 2003-05-01 | 9.6630891178 |
| 2003-06-01 | 9.5855791665 |
| 2003-07-01 | 10.0655603617 |
| 2003-08-01 | 10.1565398543 |
| 2003-09-01 | 10.4850276641 |
| 2003-10-01 | 11.1944208478 |
| 2003-11-01 | 11.4331282603 |
| 2003-12-01 | 11.4352070282 |
| 2004-01-01 | 12.6732257438 |
| 2004-02-01 | 12.9229436830 |
| 2004-03-01 | 12.3616397395 |
| 2004-04-01 | 12.5755998431 |
| 2004-05-01 | 12.5542297830 |
| 2004-06-01 | 12.7637704324 |
| 2004-07-01 | 13.0407962737 |
| 2004-08-01 | 13.0420577869 |
| 2004-09-01 | 13.3020489069 |
| 2004-10-01 | 13.6645401167 |
| 2004-11-01 | 13.5769160428 |
| 2004-12-01 | 13.6737945366 |
| 2005-01-01 | 13.8730335637 |
| 2005-02-01 | 14.1842486602 |
| 2005-03-01 | 14.4405774727 |
| 2005-04-01 | 14.9888986978 |
| 2005-05-01 | 15.2352297863 |
| 2005-06-01 | 15.4158755933 |
| 2005-07-01 | 15.5800242194 |
| 2005-08-01 | 15.7939917285 |
| 2005-09-01 | 16.3585388037 |
| 2005-10-01 | 16.1206313319 |
| 2005-11-01 | 16.5301979524 |
| 2005-12-01 | 17.0077798163 |
| 2006-01-01 | 16.7970197871 |
| 2006-02-01 | 16.7612806927 |
| 2006-03-01 | 16.9202393806 |
| 2006-04-01 | 16.7042678671 |
| 2006-05-01 | 17.3172734413 |
| 2006-06-01 | 16.9659727766 |
| 2006-07-01 | 16.5703892732 |
| 2006-08-01 | 16.7443249751 |
| 2006-09-01 | 16.6687934636 |
| 2006-10-01 | 16.1834203228 |
| 2006-11-01 | 16.2816333146 |
| 2006-12-01 | 16.0787645331 |
| 2007-01-01 | 16.2250314778 |
| 2007-02-01 | 16.3459920958 |
| 2007-03-01 | 16.6235292716 |
| 2007-04-01 | 16.8390538528 |
| 2007-05-01 | 17.3831729772 |
| 2007-06-01 | 16.9256539472 |
| 2007-07-01 | 16.7254581438 |
| 2007-08-01 | 17.1152563099 |
| 2007-09-01 | 16.9020606022 |
| 2007-10-01 | 17.2456597698 |
| 2007-11-01 | 17.2445984238 |
| 2007-12-01 | 17.0265284269 |
| 2008-01-01 | 17.2419022187 |
| 2008-02-01 | 17.3019696542 |
| 2008-03-01 | 17.2220917765 |
| 2008-04-01 | 17.1786598786 |
| 2008-05-01 | 17.2400178572 |
| 2008-06-01 | 17.2343941551 |
| 2008-07-01 | 17.4581294235 |
| 2008-08-01 | 17.3274379252 |
| 2008-09-01 | 17.6665879156 |
| 2008-10-01 | 16.6787711844 |
| 2008-11-01 | 16.2082534143 |
| 2008-12-01 | 15.4555660879 |
| 2009-01-01 | 13.9430734621 |
| 2009-02-01 | 13.5315253469 |
| 2009-03-01 | 13.1316779383 |
| 2009-04-01 | 12.0278389673 |
| 2009-05-01 | 11.9823370393 |
| 2009-06-01 | 12.1708136096 |
| 2009-07-01 | 11.8656436978 |
| 2009-08-01 | 11.4632950380 |
| 2009-09-01 | 11.3221005345 |
| 2009-10-01 | 11.5136597492 |
| 2009-11-01 | 11.6024483354 |
| 2009-12-01 | 11.6983738022 |
| 2010-01-01 | 11.6339813390 |
| 2010-02-01 | 11.5410699173 |
| 2010-03-01 | 11.5415205411 |
| 2010-04-01 | 12.0651912857 |
| 2010-05-01 | 11.9819193463 |
| 2010-06-01 | 12.0087927320 |
| 2010-07-01 | 12.0956406029 |
| 2010-08-01 | 12.1149637513 |
| 2010-09-01 | 12.3618555354 |
| 2010-10-01 | 12.3713499500 |
| 2010-11-01 | 12.5118742321 |
| 2010-12-01 | 12.5622264705 |
| 2011-01-01 | 12.0205434203 |
| 2011-02-01 | 12.1505282961 |
| 2011-03-01 | 12.1619998096 |
| 2011-04-01 | 11.8850742364 |
| 2011-05-01 | 12.0304890866 |
| 2011-06-01 | 11.9119434322 |
| 2011-07-01 | 12.1549337966 |
| 2011-08-01 | 12.2658055500 |
| 2011-09-01 | 12.3912258337 |
| 2011-10-01 | 12.3571325794 |
| 2011-11-01 | 12.3434432565 |
| 2011-12-01 | 12.6596877942 |
| 2012-01-01 | 12.7027973526 |
| 2012-02-01 | 13.1480954280 |
| 2012-03-01 | 12.9831142566 |
| 2012-04-01 | 12.9994356479 |
| 2012-05-01 | 13.0372539939 |
| 2012-06-01 | 13.2977820022 |
| 2012-07-01 | 13.4353641466 |
| 2012-08-01 | 13.7974210828 |
| 2012-09-01 | 13.3222026530 |
| 2012-10-01 | 13.0616174886 |
| 2012-11-01 | 13.5022003434 |
| 2012-12-01 | 13.4873879852 |
| 2013-01-01 | 13.7690078964 |
| 2013-02-01 | 13.6356629087 |
| 2013-03-01 | 13.6172916755 |
| 2013-04-01 | 13.5992231128 |
| 2013-05-01 | 13.5481267046 |
| 2013-06-01 | 13.3372286707 |
| 2013-07-01 | 13.4131786290 |
| 2013-08-01 | 13.6243743125 |
| 2013-09-01 | 13.6519117279 |
| 2013-10-01 | 13.6955392900 |
| 2013-11-01 | 13.7893247128 |
| 2013-12-01 | 13.5399252536 |
| 2014-01-01 | 13.7165679862 |
| 2014-02-01 | 14.0024250319 |
| 2014-03-01 | 14.2292335315 |
| 2014-04-01 | 14.4899767835 |
| 2014-05-01 | 14.6850387130 |
| 2014-06-01 | 14.7668946168 |
| 2014-07-01 | 14.6154435471 |
| 2014-08-01 | 14.5275087625 |
| 2014-09-01 | 14.5643600818 |
| 2014-10-01 | 14.8567499602 |
| 2014-11-01 | 14.7739649204 |
| 2014-12-01 | 14.9927826166 |
| 2015-01-01 | 15.3782629132 |
| 2015-02-01 | 14.4620219231 |
| 2015-03-01 | 14.1279453424 |
| 2015-04-01 | 14.0609247493 |
| 2015-05-01 | 14.2731017405 |
| 2015-06-01 | 13.8846044844 |
| 2015-07-01 | 14.1242425796 |
| 2015-08-01 | 13.9172854166 |
| 2015-09-01 | 13.4697520946 |
| 2015-10-01 | 13.8350944074 |
| 2015-11-01 | 13.7322479723 |
| 2015-12-01 | 14.0373596340 |
| 2016-01-01 | 13.7456944520 |
| 2016-02-01 | 13.5006417498 |
| 2016-03-01 | 13.2172899715 |
| 2016-04-01 | 13.5553868409 |
| 2016-05-01 | 13.4818486147 |
| 2016-06-01 | 13.7570415137 |
| 2016-07-01 | 13.6380687544 |
| 2016-08-01 | 13.3674429328 |
| 2016-09-01 | 13.8700117178 |
| 2016-10-01 | 13.9081001881 |
| 2016-11-01 | 13.9638375903 |
| 2016-12-01 | 14.0617774761 |
| 2017-01-01 | 14.5047067008 |
| 2017-02-01 | 14.8424315214 |
| 2017-03-01 | 15.2151856213 |
| 2017-04-01 | 15.1609401383 |
| 2017-05-01 | 15.0362885871 |
| 2017-06-01 | 15.0468333489 |
| 2017-07-01 | 14.6428920630 |
| 2017-08-01 | 14.8231258151 |
| 2017-09-01 | 14.6878889665 |
| 2017-10-01 | 14.3475829591 |
| 2017-11-01 | 14.2515106938 |
| 2017-12-01 | 14.3871303773 |
| 2018-01-01 | 14.1538349809 |
| 2018-02-01 | 14.2882676464 |
| 2018-03-01 | 14.3135919029 |
| 2018-04-01 | 13.7511169672 |
| 2018-05-01 | 14.0795287871 |
| 2018-06-01 | 14.3920390089 |
| 2018-07-01 | 14.5714665476 |
| 2018-08-01 | 14.7071367393 |
| 2018-09-01 | 14.5302692551 |
| 2018-10-01 | 14.2530964675 |
| 2018-11-01 | 14.4057040407 |
| 2018-12-01 | 14.0643372250 |
| 2019-01-01 | 13.7974071268 |
| 2019-02-01 | 14.2577088357 |
| 2019-03-01 | 14.0107055839 |
| 2019-04-01 | 14.0205211951 |
| 2019-05-01 | 14.3305032654 |
| 2019-06-01 | 14.0679526699 |
| 2019-07-01 | 14.0870903900 |
| 2019-08-01 | 14.2543118503 |
| 2019-09-01 | 13.9832028996 |
| 2019-10-01 | 14.1380759448 |
| 2019-11-01 | 14.0376750459 |
| 2019-12-01 | 14.0261881662 |
| 2020-01-01 | 14.2424625210 |
| 2020-02-01 | 13.8292678962 |
| 2020-03-01 | 13.7874423446 |
| 2020-04-01 | 10.5836849816 |
| 2020-05-01 | 10.8263057221 |
| 2020-06-01 | 11.2792049711 |
| 2020-07-01 | 11.5133360841 |
| 2020-08-01 | 11.8579742090 |
| 2020-09-01 | 12.0406479651 |
| 2020-10-01 | 12.4253489419 |
| 2020-11-01 | 12.5908811246 |
| 2020-12-01 | 12.6528035663 |
| 2021-01-01 | 12.7803726277 |
| 2021-02-01 | 12.4102623479 |
| 2021-03-01 | 13.0376250672 |
| 2021-04-01 | 13.4223304671 |
| 2021-05-01 | 13.4180659027 |
| 2021-06-01 | 13.5928213773 |
| 2021-07-01 | 13.6502899721 |
| 2021-08-01 | 13.6943836784 |
| 2021-09-01 | 13.7652653489 |
| 2021-10-01 | 14.3271696130 |
| 2021-11-01 | 14.5624430064 |
| 2021-12-01 | 14.9924299728 |
| 2022-01-01 | 15.1496367800 |
| 2022-02-01 | 15.0898865411 |
| 2022-03-01 | 15.2577241479 |
| 2022-04-01 | 15.4281391288 |
| 2022-05-01 | 15.2807848017 |
| 2022-06-01 | 15.3978813840 |
| 2022-07-01 | 15.7183206249 |
| 2022-08-01 | 15.6296884807 |
| 2022-09-01 | 15.7681048041 |
| 2022-10-01 | 15.6597964208 |
| 2022-11-01 | 15.6632457383 |
| 2022-12-01 | 15.3112639284 |
| 2023-01-01 | 15.3255518603 |
| 2023-02-01 | 15.3685013739 |
| 2023-03-01 | 15.3886867120 |
| 2023-04-01 | 14.8416140385 |
| 2023-05-01 | 15.0739167505 |
| 2023-06-01 | 15.2824871321 |
| 2023-07-01 | 14.0676809464 |
| 2023-08-01 | 14.4135083225 |
| 2023-09-01 | 14.3451316188 |
| 2023-10-01 | 14.1997237184 |
| 2023-11-01 | 14.0617377394 |
| 2023-12-01 | 14.0700014588 |
| 2024-01-01 | 14.0269231674 |
| 2024-02-01 | 14.3414712819 |
| 2024-03-01 | 13.9454077449 |
| 2024-04-01 | 13.9021206536 |
| 2024-05-01 | 13.7503429443 |
| 2024-06-01 | 12.6223790347 |
| 2024-07-01 | 12.5154968740 |
| 2024-08-01 | 13.0464589917 |
| 2024-09-01 | 13.0269669410 |
| 2024-10-01 | 12.9330201014 |
| 2024-11-01 | 12.8708401420 |
| 2024-12-01 | 12.9365485873 |
| 2025-01-01 | 12.6227112669 |
| 2025-02-01 | 12.4211243033 |
| 2025-03-01 | 12.4394131720 |
| 2025-04-01 | 12.5899540555 |
| 2025-05-01 | 12.7508850913 |
| 2025-06-01 | 12.1300837888 |
| 2025-07-01 | 12.1483093368 |
| 2025-08-01 | 12.1378495484 |
| 2025-09-01 | 12.3143076398 |
| 2025-10-01 | 12.1437948521 |
| 2025-11-01 | 12.2724060145 |
| 2025-12-01 | 12.3198125553 |
| 2026-01-01 | 12.3316726087 |
| 2026-02-01 | 12.3159060957 |
| 2026-03-01 | 12.1529041787 |
| 2026-04-01 | 12.1874045742 |
| 2026-05-01 | 12.1513723662 |
| 2026-06-01 | 12.4162299272 |
| 2026-07-01 | 12.4709802304 |
| 2026-08-01 | 12.4219382331 |