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 2026-05-01 |
| Last Updated | 2026-06-24 9:52 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 | 41.6167214808145 |
| 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 | 41.9175864519446 |
| 1991-07-01 | 41.7147451192003 |
| 1991-08-01 | 41.9440252186327 |
| 1991-09-01 | 41.4031116326998 |
| 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 | 45.0981658949173 |
| 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 | 45.1391600290825 |
| 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 | 49.0191408727634 |
| 1995-02-01 | 49.6208174801180 |
| 1995-03-01 | 49.8228883403748 |
| 1995-04-01 | 49.7901656812905 |
| 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 | 53.6910571119797 |
| 1996-05-01 | 54.6225157059376 |
| 1996-06-01 | 54.6601738921472 |
| 1996-07-01 | 54.4036270664743 |
| 1996-08-01 | 55.0957527899075 |
| 1996-09-01 | 54.8422453022151 |
| 1996-10-01 | 55.8802754955226 |
| 1996-11-01 | 55.4306786553180 |
| 1996-12-01 | 55.5245129530886 |
| 1997-01-01 | 55.2954004070745 |
| 1997-02-01 | 55.7035406662433 |
| 1997-03-01 | 55.8356084426443 |
| 1997-04-01 | 56.5935386644095 |
| 1997-05-01 | 57.0725396035117 |
| 1997-06-01 | 57.1163726950584 |
| 1997-07-01 | 57.5662605733384 |
| 1997-08-01 | 56.9704692431983 |
| 1997-09-01 | 58.0445440343642 |
| 1997-10-01 | 58.7668625650801 |
| 1997-11-01 | 58.8105300047006 |
| 1997-12-01 | 59.6600151523623 |
| 1998-01-01 | 60.5009857756050 |
| 1998-02-01 | 60.7723031585060 |
| 1998-03-01 | 60.4181103329642 |
| 1998-04-01 | 61.9748023128414 |
| 1998-05-01 | 62.4222537093495 |
| 1998-06-01 | 62.7892755173764 |
| 1998-07-01 | 64.4533148082622 |
| 1998-08-01 | 63.0644174929194 |
| 1998-09-01 | 63.8915019603425 |
| 1998-10-01 | 63.3569621175245 |
| 1998-11-01 | 63.5764025983214 |
| 1998-12-01 | 63.9399871091163 |
| 1999-01-01 | 64.9480799342408 |
| 1999-02-01 | 65.8343264929391 |
| 1999-03-01 | 66.1474291110550 |
| 1999-04-01 | 65.5508139482363 |
| 1999-05-01 | 66.3846480524543 |
| 1999-06-01 | 66.6834733420497 |
| 1999-07-01 | 67.2531346342793 |
| 1999-08-01 | 67.7718144362410 |
| 1999-09-01 | 67.7989881930718 |
| 1999-10-01 | 68.5507695139421 |
| 1999-11-01 | 69.4037334428745 |
| 1999-12-01 | 69.9185103023027 |
| 2000-01-01 | 69.6431493623979 |
| 2000-02-01 | 69.5824096593583 |
| 2000-03-01 | 69.9864667728784 |
| 2000-04-01 | 70.2343197671119 |
| 2000-05-01 | 70.6343434203667 |
| 2000-06-01 | 71.3969184945009 |
| 2000-07-01 | 72.6646606260487 |
| 2000-08-01 | 72.0473737216583 |
| 2000-09-01 | 72.7494738766784 |
| 2000-10-01 | 72.8332951431895 |
| 2000-11-01 | 72.6029360067478 |
| 2000-12-01 | 72.7899640660870 |
| 2001-01-01 | 72.9729755727307 |
| 2001-02-01 | 72.9571878759610 |
| 2001-03-01 | 73.3417024982927 |
| 2001-04-01 | 73.7926536893406 |
| 2001-05-01 | 73.3823091693793 |
| 2001-06-01 | 74.1058917600143 |
| 2001-07-01 | 72.9402565402921 |
| 2001-08-01 | 73.9726809383476 |
| 2001-09-01 | 74.4063717933754 |
| 2001-10-01 | 72.9459003911004 |
| 2001-11-01 | 72.9531799365412 |
| 2001-12-01 | 73.1183678292729 |
| 2002-01-01 | 72.6251901198413 |
| 2002-02-01 | 73.3201154755758 |
| 2002-03-01 | 73.4984365922084 |
| 2002-04-01 | 73.5270735599251 |
| 2002-05-01 | 73.5572836237975 |
| 2002-06-01 | 73.0107006699326 |
| 2002-07-01 | 71.7387616229052 |
| 2002-08-01 | 71.8459719601320 |
| 2002-09-01 | 71.8015354967441 |
| 2002-10-01 | 71.4926423671024 |
| 2002-11-01 | 71.0968984844307 |
| 2002-12-01 | 71.0228765397915 |
| 2003-01-01 | 70.0031436521604 |
| 2003-02-01 | 69.5939078837507 |
| 2003-03-01 | 68.9309841661240 |
| 2003-04-01 | 68.4271853639748 |
| 2003-05-01 | 68.9963870099380 |
| 2003-06-01 | 68.3508223535943 |
| 2003-07-01 | 68.6625066358734 |
| 2003-08-01 | 68.7973931243920 |
| 2003-09-01 | 69.0873455570170 |
| 2003-10-01 | 69.9895678533793 |
| 2003-11-01 | 69.5974090715316 |
| 2003-12-01 | 69.3737846537716 |
| 2004-01-01 | 69.6763523624787 |
| 2004-02-01 | 69.4103693148422 |
| 2004-03-01 | 69.8275187799860 |
| 2004-04-01 | 70.6799411483292 |
| 2004-05-01 | 70.4363352643444 |
| 2004-06-01 | 70.2777504591565 |
| 2004-07-01 | 71.4700364393654 |
| 2004-08-01 | 71.1989737176827 |
| 2004-09-01 | 71.2298443738613 |
| 2004-10-01 | 72.2575640821971 |
| 2004-11-01 | 72.1930413030686 |
| 2004-12-01 | 72.1904493199583 |
| 2005-01-01 | 71.5562861217575 |
| 2005-02-01 | 72.5030035305731 |
| 2005-03-01 | 72.6432482353295 |
| 2005-04-01 | 74.0842948055987 |
| 2005-05-01 | 73.9356438691278 |
| 2005-06-01 | 74.5902057707297 |
| 2005-07-01 | 74.8052843927726 |
| 2005-08-01 | 75.4779473942213 |
| 2005-09-01 | 75.3522392351173 |
| 2005-10-01 | 75.0942182655612 |
| 2005-11-01 | 75.5133033810339 |
| 2005-12-01 | 75.0605092330185 |
| 2006-01-01 | 75.9627072384329 |
| 2006-02-01 | 75.9022358239128 |
| 2006-03-01 | 76.3104472099579 |
| 2006-04-01 | 75.5085557301606 |
| 2006-05-01 | 76.1256240976640 |
| 2006-06-01 | 76.7614947734168 |
| 2006-07-01 | 76.7029740812178 |
| 2006-08-01 | 76.9372958605570 |
| 2006-09-01 | 77.5039712265267 |
| 2006-10-01 | 76.3018313189585 |
| 2006-11-01 | 76.2489785795081 |
| 2006-12-01 | 76.5904463268702 |
| 2007-01-01 | 76.9503136334563 |
| 2007-02-01 | 77.6350649894245 |
| 2007-03-01 | 77.9177927591107 |
| 2007-04-01 | 77.8440916408665 |
| 2007-05-01 | 78.4403513440259 |
| 2007-06-01 | 78.8990607434100 |
| 2007-07-01 | 77.8349621172385 |
| 2007-08-01 | 78.7139655964474 |
| 2007-09-01 | 79.1729449460619 |
| 2007-10-01 | 79.2074042417272 |
| 2007-11-01 | 79.9802004693276 |
| 2007-12-01 | 80.2623563436293 |
| 2008-01-01 | 79.8098040402796 |
| 2008-02-01 | 79.8980336732309 |
| 2008-03-01 | 79.3882355248397 |
| 2008-04-01 | 79.1302240334821 |
| 2008-05-01 | 79.1146372809465 |
| 2008-06-01 | 78.5221908662846 |
| 2008-07-01 | 77.4760660519251 |
| 2008-08-01 | 77.6547962856047 |
| 2008-09-01 | 77.8903216234929 |
| 2008-10-01 | 77.7627879705441 |
| 2008-11-01 | 77.4427435934615 |
| 2008-12-01 | 77.5654976355720 |
| 2009-01-01 | 76.1751379628041 |
| 2009-02-01 | 75.4836424286233 |
| 2009-03-01 | 74.8085796761166 |
| 2009-04-01 | 73.7155817341405 |
| 2009-05-01 | 72.7117494088347 |
| 2009-06-01 | 72.2820056692869 |
| 2009-07-01 | 72.2948315051777 |
| 2009-08-01 | 71.7382921122545 |
| 2009-09-01 | 72.4857741094521 |
| 2009-10-01 | 71.6802252352913 |
| 2009-11-01 | 71.2247041179750 |
| 2009-12-01 | 71.3545743948902 |
| 2010-01-01 | 72.0075310873946 |
| 2010-02-01 | 71.9900977244107 |
| 2010-03-01 | 72.3917019647499 |
| 2010-04-01 | 72.8499502504980 |
| 2010-05-01 | 73.0755326063576 |
| 2010-06-01 | 73.8284371971689 |
| 2010-07-01 | 74.4785463513911 |
| 2010-08-01 | 75.1845858564417 |
| 2010-09-01 | 75.5234461735089 |
| 2010-10-01 | 76.1051858302997 |
| 2010-11-01 | 76.3373707088151 |
| 2010-12-01 | 76.4469183297987 |
| 2011-01-01 | 76.0893972418710 |
| 2011-02-01 | 75.4261824477705 |
| 2011-03-01 | 75.9931371028382 |
| 2011-04-01 | 77.4043116703737 |
| 2011-05-01 | 77.7021031844360 |
| 2011-06-01 | 76.8039190208116 |
| 2011-07-01 | 77.0368958830608 |
| 2011-08-01 | 77.3026881970421 |
| 2011-09-01 | 77.1746207414328 |
| 2011-10-01 | 76.9025022829651 |
| 2011-11-01 | 76.7682560447471 |
| 2011-12-01 | 77.5929754587812 |
| 2012-01-01 | 77.6444403052287 |
| 2012-02-01 | 78.1863419373462 |
| 2012-03-01 | 78.1327417805380 |
| 2012-04-01 | 77.8827982701799 |
| 2012-05-01 | 77.6556451734442 |
| 2012-06-01 | 78.4151253073559 |
| 2012-07-01 | 77.2572868654981 |
| 2012-08-01 | 77.4518916543484 |
| 2012-09-01 | 76.9858122077142 |
| 2012-10-01 | 77.6872569331627 |
| 2012-11-01 | 77.5230101927426 |
| 2012-12-01 | 77.3080298176729 |
| 2013-01-01 | 77.5639660386116 |
| 2013-02-01 | 77.7095563971143 |
| 2013-03-01 | 78.6041354379201 |
| 2013-04-01 | 78.2868602883242 |
| 2013-05-01 | 78.5162789883469 |
| 2013-06-01 | 78.8267754337962 |
| 2013-07-01 | 78.2463092306949 |
| 2013-08-01 | 78.2246239034575 |
| 2013-09-01 | 78.3403973336198 |
| 2013-10-01 | 78.4584289186095 |
| 2013-11-01 | 79.1746422860814 |
| 2013-12-01 | 78.2947948515218 |
| 2014-01-01 | 78.5163930458652 |
| 2014-02-01 | 78.3648076472482 |
| 2014-03-01 | 78.6870714489399 |
| 2014-04-01 | 78.7134903896717 |
| 2014-05-01 | 79.0255861045272 |
| 2014-06-01 | 78.8073926048699 |
| 2014-07-01 | 79.3948023420238 |
| 2014-08-01 | 79.5191321202115 |
| 2014-09-01 | 79.4967328602673 |
| 2014-10-01 | 79.7393988469533 |
| 2014-11-01 | 80.1844403691584 |
| 2014-12-01 | 80.0562999128148 |
| 2015-01-01 | 80.3970209622486 |
| 2015-02-01 | 80.1338844142572 |
| 2015-03-01 | 79.6768917092928 |
| 2015-04-01 | 79.8399277427052 |
| 2015-05-01 | 79.9800701655783 |
| 2015-06-01 | 80.0869897870552 |
| 2015-07-01 | 80.3148057357883 |
| 2015-08-01 | 80.2406246870600 |
| 2015-09-01 | 80.1086325394444 |
| 2015-10-01 | 79.9849943720344 |
| 2015-11-01 | 80.1150492431829 |
| 2015-12-01 | 80.8178317337435 |
| 2016-01-01 | 80.8159045940142 |
| 2016-02-01 | 80.7925729320860 |
| 2016-03-01 | 80.1873147636127 |
| 2016-04-01 | 80.4478938335122 |
| 2016-05-01 | 80.2248254523188 |
| 2016-06-01 | 79.8561463873326 |
| 2016-07-01 | 79.8402907594666 |
| 2016-08-01 | 80.0799350484527 |
| 2016-09-01 | 80.6810781385245 |
| 2016-10-01 | 80.2581321901338 |
| 2016-11-01 | 79.8573618467358 |
| 2016-12-01 | 79.8734615487564 |
| 2017-01-01 | 79.7598406476770 |
| 2017-02-01 | 79.9952223295091 |
| 2017-03-01 | 80.7668103336353 |
| 2017-04-01 | 81.1562510278619 |
| 2017-05-01 | 81.2645930410793 |
| 2017-06-01 | 82.3494012177512 |
| 2017-07-01 | 83.2945253668902 |
| 2017-08-01 | 83.2115232390541 |
| 2017-09-01 | 83.8814082089370 |
| 2017-10-01 | 83.3524750492992 |
| 2017-11-01 | 83.6972779363677 |
| 2017-12-01 | 83.6082993671142 |
| 2018-01-01 | 84.7275450045450 |
| 2018-02-01 | 85.1627455214575 |
| 2018-03-01 | 85.6532913845447 |
| 2018-04-01 | 85.7722144929905 |
| 2018-05-01 | 85.9852776088019 |
| 2018-06-01 | 86.7779045899855 |
| 2018-07-01 | 86.6805745213550 |
| 2018-08-01 | 86.3635586446948 |
| 2018-09-01 | 86.9004159649155 |
| 2018-10-01 | 87.5656420511386 |
| 2018-11-01 | 87.4625687065559 |
| 2018-12-01 | 87.7333827971599 |
| 2019-01-01 | 88.1755607937901 |
| 2019-02-01 | 88.2852123923152 |
| 2019-03-01 | 88.4976009372024 |
| 2019-04-01 | 89.0928291967481 |
| 2019-05-01 | 89.2341362886675 |
| 2019-06-01 | 89.1958262041072 |
| 2019-07-01 | 89.2005276178831 |
| 2019-08-01 | 89.2476566943710 |
| 2019-09-01 | 89.2495473748794 |
| 2019-10-01 | 88.8833593722898 |
| 2019-11-01 | 89.1163090359998 |
| 2019-12-01 | 89.0186871965157 |
| 2020-01-01 | 88.9520034286460 |
| 2020-02-01 | 88.9480187993960 |
| 2020-03-01 | 87.8236495958275 |
| 2020-04-01 | 79.5541853833881 |
| 2020-05-01 | 79.6739360703746 |
| 2020-06-01 | 81.3331426614719 |
| 2020-07-01 | 80.4895819896851 |
| 2020-08-01 | 80.9649533481569 |
| 2020-09-01 | 80.9597846746295 |
| 2020-10-01 | 82.4614215131757 |
| 2020-11-01 | 82.2084702805640 |
| 2020-12-01 | 82.7892227747798 |
| 2021-01-01 | 82.3746940891909 |
| 2021-02-01 | 81.8060212111540 |
| 2021-03-01 | 83.0766848179557 |
| 2021-04-01 | 83.4587016597580 |
| 2021-05-01 | 84.1417289491249 |
| 2021-06-01 | 84.3859685051011 |
| 2021-07-01 | 85.3163700966433 |
| 2021-08-01 | 85.5107006663087 |
| 2021-09-01 | 86.0025229695077 |
| 2021-10-01 | 87.5222172439393 |
| 2021-11-01 | 87.3293618598699 |
| 2021-12-01 | 87.8126246103963 |
| 2022-01-01 | 87.7896122834201 |
| 2022-02-01 | 88.0152490234465 |
| 2022-03-01 | 88.5957117593792 |
| 2022-04-01 | 88.9599528093486 |
| 2022-05-01 | 89.8670278250479 |
| 2022-06-01 | 89.6924711568663 |
| 2022-07-01 | 90.7737992844679 |
| 2022-08-01 | 91.2715685825937 |
| 2022-09-01 | 92.5312352608263 |
| 2022-10-01 | 92.6768446783811 |
| 2022-11-01 | 92.7302477402928 |
| 2022-12-01 | 92.8368521694394 |
| 2023-01-01 | 94.5110427423303 |
| 2023-02-01 | 94.1489977401393 |
| 2023-03-01 | 93.9526563127437 |
| 2023-04-01 | 94.0025953361293 |
| 2023-05-01 | 93.7916860988427 |
| 2023-06-01 | 94.0109961783421 |
| 2023-07-01 | 93.7187875186590 |
| 2023-08-01 | 93.9737765503710 |
| 2023-09-01 | 94.5316528728755 |
| 2023-10-01 | 93.7735532908354 |
| 2023-11-01 | 93.9483635490843 |
| 2023-12-01 | 93.6991176418185 |
| 2024-01-01 | 94.0830406946658 |
| 2024-02-01 | 94.3403299604522 |
| 2024-03-01 | 94.4707187531287 |
| 2024-04-01 | 94.6574386379996 |
| 2024-05-01 | 94.3380738837694 |
| 2024-06-01 | 94.0445049497964 |
| 2024-07-01 | 93.9318020705531 |
| 2024-08-01 | 94.3712483762030 |
| 2024-09-01 | 93.5711446503465 |
| 2024-10-01 | 94.5065343417679 |
| 2024-11-01 | 94.5646780345916 |
| 2024-12-01 | 94.7233124034074 |
| 2025-01-01 | 94.6677629304406 |
| 2025-02-01 | 94.5483308322591 |
| 2025-03-01 | 94.5800675036365 |
| 2025-04-01 | 94.9792735160727 |
| 2025-05-01 | 94.9443201722592 |
| 2025-06-01 | 94.5749548013716 |
| 2025-07-01 | 94.0019103424681 |
| 2025-08-01 | 93.3261302169432 |
| 2025-09-01 | 93.3386004572520 |
| 2025-10-01 | 92.7076779940776 |
| 2025-11-01 | 92.6608421483637 |
| 2025-12-01 | 92.9267855001820 |
| 2026-01-01 | 92.5148413134185 |
| 2026-02-01 | 92.2415995876176 |
| 2026-03-01 | 92.2167018246247 |
| 2026-04-01 | 91.8183425787924 |
| 2026-05-01 | 91.5998064105688 |