Table Data - All Employees: Professional and Business Services in Oklahoma City, OK (MSA)
| Title | All Employees: Professional and Business Services in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | OKLA440PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:35 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 | 38.0967856560892 |
| 1990-02-01 | 38.3394961563861 |
| 1990-03-01 | 38.8101447786099 |
| 1990-04-01 | 39.2768551900245 |
| 1990-05-01 | 39.7203580862130 |
| 1990-06-01 | 40.4387024138114 |
| 1990-07-01 | 40.0320820355042 |
| 1990-08-01 | 40.2581167180443 |
| 1990-09-01 | 40.4584097608139 |
| 1990-10-01 | 40.3177977052885 |
| 1990-11-01 | 41.1416304993309 |
| 1990-12-01 | 41.6167214808146 |
| 1991-01-01 | 42.1133183695994 |
| 1991-02-01 | 42.3046173496627 |
| 1991-03-01 | 42.7279485083523 |
| 1991-04-01 | 41.7732206386152 |
| 1991-05-01 | 41.8072512309137 |
| 1991-06-01 | 41.9175864519447 |
| 1991-07-01 | 41.7147451192003 |
| 1991-08-01 | 41.9440252186327 |
| 1991-09-01 | 41.4031116326999 |
| 1991-10-01 | 41.5153766644840 |
| 1991-11-01 | 41.8219979269492 |
| 1991-12-01 | 41.6111891426868 |
| 1992-01-01 | 42.1824411570990 |
| 1992-02-01 | 42.4145148770288 |
| 1992-03-01 | 42.8096056245288 |
| 1992-04-01 | 43.4833324371321 |
| 1992-05-01 | 43.3049227029610 |
| 1992-06-01 | 43.4009787633234 |
| 1992-07-01 | 44.4109188544415 |
| 1992-08-01 | 44.3230399295401 |
| 1992-09-01 | 44.6124890186338 |
| 1992-10-01 | 44.8246117953431 |
| 1992-11-01 | 44.6790517485782 |
| 1992-12-01 | 45.0364537628619 |
| 1993-01-01 | 44.5024951637451 |
| 1993-02-01 | 44.4545941354960 |
| 1993-03-01 | 44.4744255247968 |
| 1993-04-01 | 44.7926247808493 |
| 1993-05-01 | 45.0981658949172 |
| 1993-06-01 | 45.1976950623422 |
| 1993-07-01 | 45.0612212388634 |
| 1993-08-01 | 44.5413767819602 |
| 1993-09-01 | 45.0400094514591 |
| 1993-10-01 | 45.6049909878622 |
| 1993-11-01 | 44.9365047694300 |
| 1993-12-01 | 45.5241500709125 |
| 1994-01-01 | 44.5765465764131 |
| 1994-02-01 | 44.7553093497085 |
| 1994-03-01 | 45.1391600290824 |
| 1994-04-01 | 45.4063566337944 |
| 1994-05-01 | 45.8663333711923 |
| 1994-06-01 | 46.1892827197504 |
| 1994-07-01 | 46.8309721034369 |
| 1994-08-01 | 47.1395476149976 |
| 1994-09-01 | 47.7743340464192 |
| 1994-10-01 | 47.6807946587243 |
| 1994-11-01 | 48.1258261960055 |
| 1994-12-01 | 48.3270589372071 |
| 1995-01-01 | 49.0191408727633 |
| 1995-02-01 | 49.6208174801180 |
| 1995-03-01 | 49.8228883403748 |
| 1995-04-01 | 49.7901656812904 |
| 1995-05-01 | 49.7993864594902 |
| 1995-06-01 | 50.3348916000214 |
| 1995-07-01 | 50.3790304337149 |
| 1995-08-01 | 51.1305137155732 |
| 1995-09-01 | 51.4943714234258 |
| 1995-10-01 | 52.0741115303551 |
| 1995-11-01 | 53.1818032011074 |
| 1995-12-01 | 53.2474536432108 |
| 1996-01-01 | 54.0557236711034 |
| 1996-02-01 | 54.2511782063916 |
| 1996-03-01 | 54.7194981855685 |
| 1996-04-01 | 53.6910571119796 |
| 1996-05-01 | 54.6225157059376 |
| 1996-06-01 | 54.6601738921472 |
| 1996-07-01 | 54.4036270664743 |
| 1996-08-01 | 55.0957527899076 |
| 1996-09-01 | 54.8422453022151 |
| 1996-10-01 | 55.8802754955226 |
| 1996-11-01 | 55.4306786553180 |
| 1996-12-01 | 55.5245129530885 |
| 1997-01-01 | 55.2954004070744 |
| 1997-02-01 | 55.7035406662432 |
| 1997-03-01 | 55.8356084426444 |
| 1997-04-01 | 56.5935386644096 |
| 1997-05-01 | 57.0725396035118 |
| 1997-06-01 | 57.1163726950583 |
| 1997-07-01 | 57.5662605733384 |
| 1997-08-01 | 56.9704692431984 |
| 1997-09-01 | 58.0445440343643 |
| 1997-10-01 | 58.7668625650802 |
| 1997-11-01 | 58.8105300047006 |
| 1997-12-01 | 59.6600151523621 |
| 1998-01-01 | 60.5009857756049 |
| 1998-02-01 | 60.7723031585060 |
| 1998-03-01 | 60.4181103329644 |
| 1998-04-01 | 61.9748023128417 |
| 1998-05-01 | 62.4222537093496 |
| 1998-06-01 | 62.7892755173761 |
| 1998-07-01 | 64.4533148082619 |
| 1998-08-01 | 63.0644174929192 |
| 1998-09-01 | 63.8915019603427 |
| 1998-10-01 | 63.3569621175247 |
| 1998-11-01 | 63.5764025983215 |
| 1998-12-01 | 63.9399871091164 |
| 1999-01-01 | 64.9480799342392 |
| 1999-02-01 | 65.8343264929399 |
| 1999-03-01 | 66.1474291110563 |
| 1999-04-01 | 65.5508139482375 |
| 1999-05-01 | 66.3846480524550 |
| 1999-06-01 | 66.6834733420494 |
| 1999-07-01 | 67.2531346342749 |
| 1999-08-01 | 67.7718144362409 |
| 1999-09-01 | 67.7989881930723 |
| 1999-10-01 | 68.5507695139428 |
| 1999-11-01 | 69.4037334428748 |
| 1999-12-01 | 69.9185103023028 |
| 2000-01-01 | 69.6431493623946 |
| 2000-02-01 | 69.5824096593607 |
| 2000-03-01 | 69.9864667728825 |
| 2000-04-01 | 70.2343197671156 |
| 2000-05-01 | 70.6343434203700 |
| 2000-06-01 | 71.3969184944990 |
| 2000-07-01 | 72.6646606260367 |
| 2000-08-01 | 72.0473737216558 |
| 2000-09-01 | 72.7494738766774 |
| 2000-10-01 | 72.8332951431945 |
| 2000-11-01 | 72.6029360067469 |
| 2000-12-01 | 72.7899640660846 |
| 2001-01-01 | 72.9729755727247 |
| 2001-02-01 | 72.9571878759669 |
| 2001-03-01 | 73.3417024983023 |
| 2001-04-01 | 73.7926536893517 |
| 2001-05-01 | 73.3823091693948 |
| 2001-06-01 | 74.1058917600221 |
| 2001-07-01 | 72.9402565402444 |
| 2001-08-01 | 73.9726809383452 |
| 2001-09-01 | 74.4063717933708 |
| 2001-10-01 | 72.9459003911052 |
| 2001-11-01 | 72.9531799365364 |
| 2001-12-01 | 73.1183678292704 |
| 2002-01-01 | 72.6251901198380 |
| 2002-02-01 | 73.3201154755803 |
| 2002-03-01 | 73.4984365922232 |
| 2002-04-01 | 73.5270735599679 |
| 2002-05-01 | 73.5572836238243 |
| 2002-06-01 | 73.0107006699506 |
| 2002-07-01 | 71.7387616228242 |
| 2002-08-01 | 71.8459719601197 |
| 2002-09-01 | 71.8015354967219 |
| 2002-10-01 | 71.4926423670978 |
| 2002-11-01 | 71.0968984844217 |
| 2002-12-01 | 71.0228765397943 |
| 2003-01-01 | 70.0031436521644 |
| 2003-02-01 | 69.5939078837555 |
| 2003-03-01 | 68.9309841661518 |
| 2003-04-01 | 68.4271853640416 |
| 2003-05-01 | 68.9963870099781 |
| 2003-06-01 | 68.3508223536291 |
| 2003-07-01 | 68.6625066357893 |
| 2003-08-01 | 68.7973931244180 |
| 2003-09-01 | 69.0873455568259 |
| 2003-10-01 | 69.9895678534109 |
| 2003-11-01 | 69.5974090715426 |
| 2003-12-01 | 69.3737846537765 |
| 2004-01-01 | 69.6763523624624 |
| 2004-02-01 | 69.4103693148230 |
| 2004-03-01 | 69.8275187800264 |
| 2004-04-01 | 70.6799411484544 |
| 2004-05-01 | 70.4363352644477 |
| 2004-06-01 | 70.2777504592414 |
| 2004-07-01 | 71.4700364393140 |
| 2004-08-01 | 71.1989737177130 |
| 2004-09-01 | 71.2298443734524 |
| 2004-10-01 | 72.2575640822546 |
| 2004-11-01 | 72.1930413031019 |
| 2004-12-01 | 72.1904493199745 |
| 2005-01-01 | 71.5562861217062 |
| 2005-02-01 | 72.5030035305147 |
| 2005-03-01 | 72.6432482353895 |
| 2005-04-01 | 74.0842948057825 |
| 2005-05-01 | 73.9356438692399 |
| 2005-06-01 | 74.5902057706401 |
| 2005-07-01 | 74.8052843925006 |
| 2005-08-01 | 75.4779473941621 |
| 2005-09-01 | 75.3522392347429 |
| 2005-10-01 | 75.0942182662897 |
| 2005-11-01 | 75.5133033820736 |
| 2005-12-01 | 75.0605092340670 |
| 2006-01-01 | 75.9627072378917 |
| 2006-02-01 | 75.9022358222752 |
| 2006-03-01 | 76.3104472078955 |
| 2006-04-01 | 75.5085557286228 |
| 2006-05-01 | 76.1256240993525 |
| 2006-06-01 | 76.7614947734121 |
| 2006-07-01 | 76.7029740818886 |
| 2006-08-01 | 76.9372958615275 |
| 2006-09-01 | 77.5039712273831 |
| 2006-10-01 | 76.3018313205073 |
| 2006-11-01 | 76.2489785826474 |
| 2006-12-01 | 76.5904463305794 |
| 2007-01-01 | 76.9503136332154 |
| 2007-02-01 | 77.6350649847323 |
| 2007-03-01 | 77.9177927508797 |
| 2007-04-01 | 77.8440916321432 |
| 2007-05-01 | 78.4403513411646 |
| 2007-06-01 | 78.8990607391382 |
| 2007-07-01 | 77.8349621199447 |
| 2007-08-01 | 78.7139656047198 |
| 2007-09-01 | 79.1729449594191 |
| 2007-10-01 | 79.2074042549055 |
| 2007-11-01 | 79.9802004810391 |
| 2007-12-01 | 80.2623563552398 |
| 2008-01-01 | 79.8098040457550 |
| 2008-02-01 | 79.8980336699558 |
| 2008-03-01 | 79.3882354443146 |
| 2008-04-01 | 79.1302240366207 |
| 2008-05-01 | 79.1146372531280 |
| 2008-06-01 | 78.5221908520627 |
| 2008-07-01 | 77.4760660537655 |
| 2008-08-01 | 77.6547963118157 |
| 2008-09-01 | 77.8903216775835 |
| 2008-10-01 | 77.7627880374419 |
| 2008-11-01 | 77.4427435933302 |
| 2008-12-01 | 77.5654976841168 |
| 2009-01-01 | 76.1751379766140 |
| 2009-02-01 | 75.4836424117997 |
| 2009-03-01 | 74.8085795013630 |
| 2009-04-01 | 73.7155817167661 |
| 2009-05-01 | 72.7117493434619 |
| 2009-06-01 | 72.2820056465728 |
| 2009-07-01 | 72.2948314671517 |
| 2009-08-01 | 71.7382920864877 |
| 2009-09-01 | 72.4857744189298 |
| 2009-10-01 | 71.6802253354150 |
| 2009-11-01 | 71.2247041149701 |
| 2009-12-01 | 71.3545745004190 |
| 2010-01-01 | 72.0075311456129 |
| 2010-02-01 | 71.9900977166205 |
| 2010-03-01 | 72.3917013212317 |
| 2010-04-01 | 72.8499501995175 |
| 2010-05-01 | 73.0755324688145 |
| 2010-06-01 | 73.8284371682601 |
| 2010-07-01 | 74.4785463939425 |
| 2010-08-01 | 75.1845860804429 |
| 2010-09-01 | 75.5234470280215 |
| 2010-10-01 | 76.1051859822225 |
| 2010-11-01 | 76.3373709713094 |
| 2010-12-01 | 76.4469181554504 |
| 2011-01-01 | 76.0893969790819 |
| 2011-02-01 | 75.4261821302009 |
| 2011-03-01 | 75.9931357138845 |
| 2011-04-01 | 77.4043112992944 |
| 2011-05-01 | 77.7021027851110 |
| 2011-06-01 | 76.8039190096611 |
| 2011-07-01 | 77.0368965189516 |
| 2011-08-01 | 77.3026896948676 |
| 2011-09-01 | 77.1746232675768 |
| 2011-10-01 | 76.9025030469936 |
| 2011-11-01 | 76.7682565019857 |
| 2011-12-01 | 77.5929742903214 |
| 2012-01-01 | 77.6444384706155 |
| 2012-02-01 | 78.1863399804531 |
| 2012-03-01 | 78.1327385453545 |
| 2012-04-01 | 77.8827967979153 |
| 2012-05-01 | 77.6556433737861 |
| 2012-06-01 | 78.4151252834107 |
| 2012-07-01 | 77.2572900106622 |
| 2012-08-01 | 77.4518973101021 |
| 2012-09-01 | 76.9858201865242 |
| 2012-10-01 | 77.6872630056850 |
| 2012-11-01 | 77.5230142038174 |
| 2012-12-01 | 77.3080131303733 |
| 2013-01-01 | 77.5639633140849 |
| 2013-02-01 | 77.7095530488920 |
| 2013-03-01 | 78.6041217198344 |
| 2013-04-01 | 78.2868588536889 |
| 2013-05-01 | 78.5162781250881 |
| 2013-06-01 | 78.8267774824770 |
| 2013-07-01 | 78.2463167953740 |
| 2013-08-01 | 78.2246363002960 |
| 2013-09-01 | 78.3404239727683 |
| 2013-10-01 | 78.4584411484676 |
| 2013-11-01 | 79.1746465348302 |
| 2013-12-01 | 78.2947557615825 |
| 2014-01-01 | 78.5163840370385 |
| 2014-02-01 | 78.3647977995537 |
| 2014-03-01 | 78.6870377824636 |
| 2014-04-01 | 78.7134753092789 |
| 2014-05-01 | 79.0256209968149 |
| 2014-06-01 | 78.8073892464081 |
| 2014-07-01 | 79.3948152992534 |
| 2014-08-01 | 79.5191361489614 |
| 2014-09-01 | 79.4968532899225 |
| 2014-10-01 | 79.7393988065591 |
| 2014-11-01 | 80.1844324815766 |
| 2014-12-01 | 80.0562059129506 |
| 2015-01-01 | 80.3969861916873 |
| 2015-02-01 | 80.1338500722593 |
| 2015-03-01 | 79.6768316990734 |
| 2015-04-01 | 79.8399028267646 |
| 2015-05-01 | 79.9801484329844 |
| 2015-06-01 | 80.0870498238316 |
| 2015-07-01 | 80.3148301430638 |
| 2015-08-01 | 80.2406301049346 |
| 2015-09-01 | 80.1088551998731 |
| 2015-10-01 | 79.9849748674394 |
| 2015-11-01 | 80.1149998477715 |
| 2015-12-01 | 80.8176541797431 |
| 2016-01-01 | 80.8157961533771 |
| 2016-02-01 | 80.7924803827783 |
| 2016-03-01 | 80.1872325957096 |
| 2016-04-01 | 80.4478835538204 |
| 2016-05-01 | 80.2249885373898 |
| 2016-06-01 | 79.8563168827619 |
| 2016-07-01 | 79.8403644442914 |
| 2016-08-01 | 80.0799690338966 |
| 2016-09-01 | 80.6814076087753 |
| 2016-10-01 | 80.2580830513396 |
| 2016-11-01 | 79.8572435421815 |
| 2016-12-01 | 79.8731717921179 |
| 2017-01-01 | 79.7595970735952 |
| 2017-02-01 | 79.9949177329229 |
| 2017-03-01 | 80.7666533511216 |
| 2017-04-01 | 81.1563949307795 |
| 2017-05-01 | 81.2648759601233 |
| 2017-06-01 | 82.3497551342590 |
| 2017-07-01 | 83.2947504475635 |
| 2017-08-01 | 83.2116884972757 |
| 2017-09-01 | 83.8818437889059 |
| 2017-10-01 | 83.3523671273809 |
| 2017-11-01 | 83.6971356771233 |
| 2017-12-01 | 83.6076790448121 |
| 2018-01-01 | 84.7271264638766 |
| 2018-02-01 | 85.1621287587140 |
| 2018-03-01 | 85.6529495701329 |
| 2018-04-01 | 85.7724738711297 |
| 2018-05-01 | 85.9856864705247 |
| 2018-06-01 | 86.7784221147381 |
| 2018-07-01 | 86.6811005814580 |
| 2018-08-01 | 86.3641288302557 |
| 2018-09-01 | 86.9012808837736 |
| 2018-10-01 | 87.5652474644103 |
| 2018-11-01 | 87.4625761875712 |
| 2018-12-01 | 87.7323472957246 |
| 2019-01-01 | 88.1747875508111 |
| 2019-02-01 | 88.2842409138820 |
| 2019-03-01 | 88.4969123700635 |
| 2019-04-01 | 89.0927159869828 |
| 2019-05-01 | 89.2338716242540 |
| 2019-06-01 | 89.1980583785062 |
| 2019-07-01 | 89.2005969607471 |
| 2019-08-01 | 89.2481051696974 |
| 2019-09-01 | 89.2530944222360 |
| 2019-10-01 | 88.8823521633955 |
| 2019-11-01 | 89.1161838500833 |
| 2019-12-01 | 89.0171847995263 |
| 2020-01-01 | 88.9502959407256 |
| 2020-02-01 | 88.9469041382359 |
| 2020-03-01 | 87.8226407397115 |
| 2020-04-01 | 79.5535746799552 |
| 2020-05-01 | 79.6730584456737 |
| 2020-06-01 | 81.3365374680966 |
| 2020-07-01 | 80.4886800783661 |
| 2020-08-01 | 80.9643320647028 |
| 2020-09-01 | 80.9684629825780 |
| 2020-10-01 | 82.4592616011642 |
| 2020-11-01 | 82.2078146399466 |
| 2020-12-01 | 82.7874299330450 |
| 2021-01-01 | 82.3720981215698 |
| 2021-02-01 | 81.8046959077749 |
| 2021-03-01 | 83.0752410950052 |
| 2021-04-01 | 83.4575213495698 |
| 2021-05-01 | 84.1403211481813 |
| 2021-06-01 | 84.3910463022392 |
| 2021-07-01 | 85.3140550169872 |
| 2021-08-01 | 85.5080486780341 |
| 2021-09-01 | 86.0203194887170 |
| 2021-10-01 | 87.5179075735268 |
| 2021-11-01 | 87.3272512396210 |
| 2021-12-01 | 87.8098125715698 |
| 2022-01-01 | 87.7853511733559 |
| 2022-02-01 | 88.0132913144524 |
| 2022-03-01 | 88.5937594831328 |
| 2022-04-01 | 88.9583765645605 |
| 2022-05-01 | 89.8661165564455 |
| 2022-06-01 | 89.6996874006164 |
| 2022-07-01 | 90.7738136393677 |
| 2022-08-01 | 91.2611584934656 |
| 2022-09-01 | 92.5601798634615 |
| 2022-10-01 | 92.6707823686401 |
| 2022-11-01 | 92.7261990720083 |
| 2022-12-01 | 92.8322483790308 |
| 2023-01-01 | 94.5044282234128 |
| 2023-02-01 | 94.1456953160734 |
| 2023-03-01 | 93.9507398650631 |
| 2023-04-01 | 94.0023677739299 |
| 2023-05-01 | 93.7866634200298 |
| 2023-06-01 | 94.0231988469198 |
| 2023-07-01 | 93.7302386607705 |
| 2023-08-01 | 93.9511499996555 |
| 2023-09-01 | 94.5721992406428 |
| 2023-10-01 | 93.7609980068399 |
| 2023-11-01 | 93.9455318232903 |
| 2023-12-01 | 93.6859531327170 |
| 2024-01-01 | 94.0786272622858 |
| 2024-02-01 | 94.3313938119120 |
| 2024-03-01 | 94.4736317197490 |
| 2024-04-01 | 94.6601821210515 |
| 2024-05-01 | 94.3443935747429 |
| 2024-06-01 | 94.0381621115446 |
| 2024-07-01 | 93.9595109584816 |
| 2024-08-01 | 94.3355262298462 |
| 2024-09-01 | 93.6207401094574 |
| 2024-10-01 | 94.4876518115881 |
| 2024-11-01 | 94.5658236770070 |
| 2024-12-01 | 94.7008726629282 |
| 2025-01-01 | 94.6674342193726 |
| 2025-02-01 | 94.5325842735741 |
| 2025-03-01 | 94.5890977412110 |
| 2025-04-01 | 94.9860076867438 |
| 2025-05-01 | 94.9645337644147 |
| 2025-06-01 | 94.5429758994392 |
| 2025-07-01 | 94.0462455633890 |
| 2025-08-01 | 93.2822051069563 |
| 2025-09-01 | 93.3949677958604 |
| 2025-10-01 | 92.6819478752160 |
| 2025-11-01 | 92.6676382259456 |
| 2025-12-01 | 92.8955198751927 |
| 2026-01-01 | 92.5217457894063 |
| 2026-02-01 | 92.2204839676202 |
| 2026-03-01 | 92.2336477579711 |
| 2026-04-01 | 91.8289984164075 |
| 2026-05-01 | 91.7404157403940 |
| 2026-06-01 | 91.9538890111250 |