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 2026-07-01 |
| Last Updated | 2026-08-21 7:37 PM 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 | 41.9175864519447 |
| 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 | 44.3230399295400 |
| 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 | 55.0957527899076 |
| 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 | 57.0725396035117 |
| 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 | 59.6600151523622 |
| 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 | 63.0644174929193 |
| 1998-09-01 | 63.8915019603426 |
| 1998-10-01 | 63.3569621175247 |
| 1998-11-01 | 63.5764025983215 |
| 1998-12-01 | 63.9399871091164 |
| 1999-01-01 | 64.9480799342394 |
| 1999-02-01 | 65.8343264929398 |
| 1999-03-01 | 66.1474291110561 |
| 1999-04-01 | 65.5508139482373 |
| 1999-05-01 | 66.3846480524549 |
| 1999-06-01 | 66.6834733420495 |
| 1999-07-01 | 67.2531346342755 |
| 1999-08-01 | 67.7718144362409 |
| 1999-09-01 | 67.7989881930723 |
| 1999-10-01 | 68.5507695139427 |
| 1999-11-01 | 69.4037334428748 |
| 1999-12-01 | 69.9185103023027 |
| 2000-01-01 | 69.6431493623951 |
| 2000-02-01 | 69.5824096593604 |
| 2000-03-01 | 69.9864667728820 |
| 2000-04-01 | 70.2343197671151 |
| 2000-05-01 | 70.6343434203695 |
| 2000-06-01 | 71.3969184944993 |
| 2000-07-01 | 72.6646606260384 |
| 2000-08-01 | 72.0473737216562 |
| 2000-09-01 | 72.7494738766776 |
| 2000-10-01 | 72.8332951431938 |
| 2000-11-01 | 72.6029360067470 |
| 2000-12-01 | 72.7899640660849 |
| 2001-01-01 | 72.9729755727256 |
| 2001-02-01 | 72.9571878759660 |
| 2001-03-01 | 73.3417024983009 |
| 2001-04-01 | 73.7926536893501 |
| 2001-05-01 | 73.3823091693926 |
| 2001-06-01 | 74.1058917600210 |
| 2001-07-01 | 72.9402565402513 |
| 2001-08-01 | 73.9726809383456 |
| 2001-09-01 | 74.4063717933715 |
| 2001-10-01 | 72.9459003911044 |
| 2001-11-01 | 72.9531799365371 |
| 2001-12-01 | 73.1183678292707 |
| 2002-01-01 | 72.6251901198384 |
| 2002-02-01 | 73.3201154755797 |
| 2002-03-01 | 73.4984365922210 |
| 2002-04-01 | 73.5270735599618 |
| 2002-05-01 | 73.5572836238204 |
| 2002-06-01 | 73.0107006699480 |
| 2002-07-01 | 71.7387616228358 |
| 2002-08-01 | 71.8459719601216 |
| 2002-09-01 | 71.8015354967252 |
| 2002-10-01 | 71.4926423670984 |
| 2002-11-01 | 71.0968984844231 |
| 2002-12-01 | 71.0228765397935 |
| 2003-01-01 | 70.0031436521642 |
| 2003-02-01 | 69.5939078837557 |
| 2003-03-01 | 68.9309841661490 |
| 2003-04-01 | 68.4271853640338 |
| 2003-05-01 | 68.9963870099729 |
| 2003-06-01 | 68.3508223536224 |
| 2003-07-01 | 68.6625066357954 |
| 2003-08-01 | 68.7973931244033 |
| 2003-09-01 | 69.0873455568422 |
| 2003-10-01 | 69.9895678534020 |
| 2003-11-01 | 69.5974090715505 |
| 2003-12-01 | 69.3737846537984 |
| 2004-01-01 | 69.6763523625065 |
| 2004-02-01 | 69.4103693148614 |
| 2004-03-01 | 69.8275187800228 |
| 2004-04-01 | 70.6799411484016 |
| 2004-05-01 | 70.4363352643779 |
| 2004-06-01 | 70.2777504591811 |
| 2004-07-01 | 71.4700364392936 |
| 2004-08-01 | 71.1989737176935 |
| 2004-09-01 | 71.2298443735023 |
| 2004-10-01 | 72.2575640822513 |
| 2004-11-01 | 72.1930413031476 |
| 2004-12-01 | 72.1904493200690 |
| 2005-01-01 | 71.5562861218824 |
| 2005-02-01 | 72.5030035306752 |
| 2005-03-01 | 72.6432482353996 |
| 2005-04-01 | 74.0842948056100 |
| 2005-05-01 | 73.9356438689733 |
| 2005-06-01 | 74.5902057703811 |
| 2005-07-01 | 74.8052843922982 |
| 2005-08-01 | 75.4779473939906 |
| 2005-09-01 | 75.3522392347147 |
| 2005-10-01 | 75.0942182662661 |
| 2005-11-01 | 75.5133033823816 |
| 2005-12-01 | 75.0605092348066 |
| 2006-01-01 | 75.9627072389551 |
| 2006-02-01 | 75.9022358231223 |
| 2006-03-01 | 76.3104472081507 |
| 2006-04-01 | 75.5085557282348 |
| 2006-05-01 | 76.1256240959783 |
| 2006-06-01 | 76.7614947726610 |
| 2006-07-01 | 76.7029740811252 |
| 2006-08-01 | 76.9372958611372 |
| 2006-09-01 | 77.5039712278419 |
| 2006-10-01 | 76.3018313221168 |
| 2006-11-01 | 76.2489785847363 |
| 2006-12-01 | 76.5904463328886 |
| 2007-01-01 | 76.9503136351426 |
| 2007-02-01 | 77.6350649847572 |
| 2007-03-01 | 77.9177927494711 |
| 2007-04-01 | 77.8440916306023 |
| 2007-05-01 | 78.4403513348398 |
| 2007-06-01 | 78.8990607378849 |
| 2007-07-01 | 77.8349621167416 |
| 2007-08-01 | 78.7139656017873 |
| 2007-09-01 | 79.1729449604732 |
| 2007-10-01 | 79.2074042642990 |
| 2007-11-01 | 79.9802004984153 |
| 2007-12-01 | 80.2623563677817 |
| 2008-01-01 | 79.8098040423332 |
| 2008-02-01 | 79.8980336490506 |
| 2008-03-01 | 79.3882354281074 |
| 2008-04-01 | 79.1302239980704 |
| 2008-05-01 | 79.1146372544591 |
| 2008-06-01 | 78.5221908801421 |
| 2008-07-01 | 77.4760660873128 |
| 2008-08-01 | 77.6547963332861 |
| 2008-09-01 | 77.8903216796322 |
| 2008-10-01 | 77.7627880265341 |
| 2008-11-01 | 77.4427436332730 |
| 2008-12-01 | 77.5654976734769 |
| 2009-01-01 | 76.1751379383665 |
| 2009-02-01 | 75.4836423402086 |
| 2009-03-01 | 74.8085794412893 |
| 2009-04-01 | 73.7155816277192 |
| 2009-05-01 | 72.7117493648921 |
| 2009-06-01 | 72.2820058292524 |
| 2009-07-01 | 72.2948315999645 |
| 2009-08-01 | 71.7382921816926 |
| 2009-09-01 | 72.4857743385906 |
| 2009-10-01 | 71.6802252788400 |
| 2009-11-01 | 71.2247040906960 |
| 2009-12-01 | 71.3545744084071 |
| 2010-01-01 | 72.0075311131191 |
| 2010-02-01 | 71.9900977476102 |
| 2010-03-01 | 72.3917009478145 |
| 2010-04-01 | 72.8499502515179 |
| 2010-05-01 | 73.0755326637535 |
| 2010-06-01 | 73.8284375723225 |
| 2010-07-01 | 74.4785465130947 |
| 2010-08-01 | 75.1845860208385 |
| 2010-09-01 | 75.5234467618736 |
| 2010-10-01 | 76.1051861603616 |
| 2010-11-01 | 76.3373700322868 |
| 2010-12-01 | 76.4469186212746 |
| 2011-01-01 | 76.0893973027754 |
| 2011-02-01 | 75.4261823208774 |
| 2011-03-01 | 75.9931349191604 |
| 2011-04-01 | 77.4043115561883 |
| 2011-05-01 | 77.7021033537826 |
| 2011-06-01 | 76.8039205690404 |
| 2011-07-01 | 77.0368964644858 |
| 2011-08-01 | 77.3026888993870 |
| 2011-09-01 | 77.1746220969281 |
| 2011-10-01 | 76.9025028832574 |
| 2011-11-01 | 76.7682538769310 |
| 2011-12-01 | 77.5929740018929 |
| 2012-01-01 | 77.6444373114913 |
| 2012-02-01 | 78.1863393330016 |
| 2012-03-01 | 78.1327388939589 |
| 2012-04-01 | 77.8828020301329 |
| 2012-05-01 | 77.6556530982320 |
| 2012-06-01 | 78.4151349004683 |
| 2012-07-01 | 77.2572891350581 |
| 2012-08-01 | 77.4518876919799 |
| 2012-09-01 | 76.9858063088524 |
| 2012-10-01 | 77.6872516765658 |
| 2012-11-01 | 77.5230034450529 |
| 2012-12-01 | 77.3080262243217 |
| 2013-01-01 | 77.5639601352786 |
| 2013-02-01 | 77.7095520616543 |
| 2013-03-01 | 78.6041272258074 |
| 2013-04-01 | 78.2868786795136 |
| 2013-05-01 | 78.5163103886400 |
| 2013-06-01 | 78.8268062133253 |
| 2013-07-01 | 78.2463160984311 |
| 2013-08-01 | 78.2246067175944 |
| 2013-09-01 | 78.3403599923376 |
| 2013-10-01 | 78.4584070991919 |
| 2013-11-01 | 79.1746274363035 |
| 2013-12-01 | 78.2947899004508 |
| 2014-01-01 | 78.5163874518698 |
| 2014-02-01 | 78.3647967575204 |
| 2014-03-01 | 78.6870537878366 |
| 2014-04-01 | 78.7135198264930 |
| 2014-05-01 | 79.0256998576746 |
| 2014-06-01 | 78.8074358287100 |
| 2014-07-01 | 79.3948559358877 |
| 2014-08-01 | 79.5191587832000 |
| 2014-09-01 | 79.4964560525572 |
| 2014-10-01 | 79.7394131018283 |
| 2014-11-01 | 80.1844402244836 |
| 2014-12-01 | 80.0562871383210 |
| 2015-01-01 | 80.3969989217204 |
| 2015-02-01 | 80.1338667614591 |
| 2015-03-01 | 79.6768685117547 |
| 2015-04-01 | 79.8399733881273 |
| 2015-05-01 | 79.9802800509722 |
| 2015-06-01 | 80.0871077002731 |
| 2015-07-01 | 80.3149083457717 |
| 2015-08-01 | 80.2406873447016 |
| 2015-09-01 | 80.1080981805309 |
| 2015-10-01 | 79.9850280713380 |
| 2015-11-01 | 80.1150474089988 |
| 2015-12-01 | 80.8177945387321 |
| 2016-01-01 | 80.8158509809205 |
| 2016-02-01 | 80.7925354157978 |
| 2016-03-01 | 80.1872952599503 |
| 2016-04-01 | 80.4479697394348 |
| 2016-05-01 | 80.2251555193103 |
| 2016-06-01 | 79.8563614234441 |
| 2016-07-01 | 79.8404604850388 |
| 2016-08-01 | 80.0800457966470 |
| 2016-09-01 | 80.6802964151950 |
| 2016-10-01 | 80.2581705848880 |
| 2016-11-01 | 79.8573328329857 |
| 2016-12-01 | 79.8733578008395 |
| 2017-01-01 | 79.7596789409886 |
| 2017-02-01 | 79.9950431578040 |
| 2017-03-01 | 80.7668522576713 |
| 2017-04-01 | 81.1565142964889 |
| 2017-05-01 | 81.2651282490402 |
| 2017-06-01 | 82.3499535543555 |
| 2017-07-01 | 83.2947210336857 |
| 2017-08-01 | 83.2115314997428 |
| 2017-09-01 | 83.8804195505574 |
| 2017-10-01 | 83.3521988671410 |
| 2017-11-01 | 83.6970540214406 |
| 2017-12-01 | 83.6082213141023 |
| 2018-01-01 | 84.7270935549954 |
| 2018-02-01 | 85.1624262042774 |
| 2018-03-01 | 85.6535221477296 |
| 2018-04-01 | 85.7729896445531 |
| 2018-05-01 | 85.9865674547175 |
| 2018-06-01 | 86.7792144175103 |
| 2018-07-01 | 86.6808032431872 |
| 2018-08-01 | 86.3629553673794 |
| 2018-09-01 | 86.8984824785020 |
| 2018-10-01 | 87.5646203474741 |
| 2018-11-01 | 87.4619228566123 |
| 2018-12-01 | 87.7334397257744 |
| 2019-01-01 | 88.1749523409905 |
| 2019-02-01 | 88.2847887704400 |
| 2019-03-01 | 88.4983713287336 |
| 2019-04-01 | 89.0947768820360 |
| 2019-05-01 | 89.2366524397633 |
| 2019-06-01 | 89.1986897475033 |
| 2019-07-01 | 89.2014501175080 |
| 2019-08-01 | 89.2473516338891 |
| 2019-09-01 | 89.2406048170326 |
| 2019-10-01 | 88.8824809759210 |
| 2019-11-01 | 89.1160001821784 |
| 2019-12-01 | 89.0195994598138 |
| 2020-01-01 | 88.9502871183671 |
| 2020-02-01 | 88.9481792043500 |
| 2020-03-01 | 87.8255805241052 |
| 2020-04-01 | 79.5576360521942 |
| 2020-05-01 | 79.6776803197132 |
| 2020-06-01 | 81.3376900695857 |
| 2020-07-01 | 80.4925436430243 |
| 2020-08-01 | 80.9673562017438 |
| 2020-09-01 | 80.9353607841599 |
| 2020-10-01 | 82.4628811272510 |
| 2020-11-01 | 82.2091501192020 |
| 2020-12-01 | 82.7902686943678 |
| 2021-01-01 | 82.3718079395383 |
| 2021-02-01 | 81.8073859872242 |
| 2021-03-01 | 83.0811856672931 |
| 2021-04-01 | 83.4662415133759 |
| 2021-05-01 | 84.1494319944944 |
| 2021-06-01 | 84.3938220098209 |
| 2021-07-01 | 85.3213931206023 |
| 2021-08-01 | 85.5145204196988 |
| 2021-09-01 | 85.9560410976638 |
| 2021-10-01 | 87.5241662929263 |
| 2021-11-01 | 87.3291816220379 |
| 2021-12-01 | 87.8121664217948 |
| 2022-01-01 | 87.7849035577253 |
| 2022-02-01 | 88.0193959636295 |
| 2022-03-01 | 88.6057334112431 |
| 2022-04-01 | 88.9746461982941 |
| 2022-05-01 | 89.8905565233892 |
| 2022-06-01 | 89.7031814006152 |
| 2022-07-01 | 90.7779269369852 |
| 2022-08-01 | 91.2717050055335 |
| 2022-09-01 | 92.4603754027726 |
| 2022-10-01 | 92.6738233818048 |
| 2022-11-01 | 92.7247704063866 |
| 2022-12-01 | 92.8308380799541 |
| 2023-01-01 | 94.5041249305473 |
| 2023-02-01 | 94.1575443072642 |
| 2023-03-01 | 93.9723616130119 |
| 2023-04-01 | 94.0329609453685 |
| 2023-05-01 | 93.8423969586084 |
| 2023-06-01 | 94.0417249137272 |
| 2023-07-01 | 93.6989783131748 |
| 2023-08-01 | 93.9611873036581 |
| 2023-09-01 | 94.4452572597852 |
| 2023-10-01 | 93.7592051196454 |
| 2023-11-01 | 93.9319491293234 |
| 2023-12-01 | 93.6850093672256 |
| 2024-01-01 | 94.0748005970752 |
| 2024-02-01 | 94.3537532695395 |
| 2024-03-01 | 94.5013844830975 |
| 2024-04-01 | 94.7114166729288 |
| 2024-05-01 | 94.4363920075713 |
| 2024-06-01 | 94.0859853490217 |
| 2024-07-01 | 93.8687145134215 |
| 2024-08-01 | 94.3443376554966 |
| 2024-09-01 | 93.4760004284272 |
| 2024-10-01 | 94.4801426098727 |
| 2024-11-01 | 94.5373815385947 |
| 2024-12-01 | 94.7015401932775 |
| 2025-01-01 | 94.6595103664693 |
| 2025-02-01 | 94.5660254558797 |
| 2025-03-01 | 94.6213538068220 |
| 2025-04-01 | 95.0594381127603 |
| 2025-05-01 | 95.0907137759318 |
| 2025-06-01 | 94.6289805020649 |
| 2025-07-01 | 93.8853891267290 |
| 2025-08-01 | 93.2844704340037 |
| 2025-09-01 | 93.2441546955757 |
| 2025-10-01 | 92.6702268709217 |
| 2025-11-01 | 92.6243330144286 |
| 2025-12-01 | 92.9009447033468 |
| 2026-01-01 | 92.5099212354529 |
| 2026-02-01 | 92.2637897711680 |
| 2026-03-01 | 92.2663106869087 |
| 2026-04-01 | 91.9181246461556 |
| 2026-05-01 | 91.8871025815300 |
| 2026-06-01 | 92.2664746963516 |
| 2026-07-01 | 93.0622004680316 |