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 2026-09-01 |
| Last Updated | 2026-10-20 9:51 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 | 38.0967856561 |
| 1990-02-01 | 38.3394961564 |
| 1990-03-01 | 38.8101447786 |
| 1990-04-01 | 39.2768551900 |
| 1990-05-01 | 39.7203580862 |
| 1990-06-01 | 40.4387024138 |
| 1990-07-01 | 40.0320820355 |
| 1990-08-01 | 40.2581167180 |
| 1990-09-01 | 40.4584097608 |
| 1990-10-01 | 40.3177977053 |
| 1990-11-01 | 41.1416304993 |
| 1990-12-01 | 41.6167214808 |
| 1991-01-01 | 42.1133183696 |
| 1991-02-01 | 42.3046173497 |
| 1991-03-01 | 42.7279485084 |
| 1991-04-01 | 41.7732206386 |
| 1991-05-01 | 41.8072512309 |
| 1991-06-01 | 41.9175864519 |
| 1991-07-01 | 41.7147451192 |
| 1991-08-01 | 41.9440252186 |
| 1991-09-01 | 41.4031116327 |
| 1991-10-01 | 41.5153766645 |
| 1991-11-01 | 41.8219979269 |
| 1991-12-01 | 41.6111891427 |
| 1992-01-01 | 42.1824411571 |
| 1992-02-01 | 42.4145148770 |
| 1992-03-01 | 42.8096056245 |
| 1992-04-01 | 43.4833324371 |
| 1992-05-01 | 43.3049227030 |
| 1992-06-01 | 43.4009787633 |
| 1992-07-01 | 44.4109188544 |
| 1992-08-01 | 44.3230399295 |
| 1992-09-01 | 44.6124890186 |
| 1992-10-01 | 44.8246117953 |
| 1992-11-01 | 44.6790517486 |
| 1992-12-01 | 45.0364537629 |
| 1993-01-01 | 44.5024951637 |
| 1993-02-01 | 44.4545941355 |
| 1993-03-01 | 44.4744255248 |
| 1993-04-01 | 44.7926247808 |
| 1993-05-01 | 45.0981658949 |
| 1993-06-01 | 45.1976950623 |
| 1993-07-01 | 45.0612212389 |
| 1993-08-01 | 44.5413767820 |
| 1993-09-01 | 45.0400094515 |
| 1993-10-01 | 45.6049909879 |
| 1993-11-01 | 44.9365047694 |
| 1993-12-01 | 45.5241500709 |
| 1994-01-01 | 44.5765465764 |
| 1994-02-01 | 44.7553093497 |
| 1994-03-01 | 45.1391600291 |
| 1994-04-01 | 45.4063566338 |
| 1994-05-01 | 45.8663333712 |
| 1994-06-01 | 46.1892827198 |
| 1994-07-01 | 46.8309721034 |
| 1994-08-01 | 47.1395476150 |
| 1994-09-01 | 47.7743340464 |
| 1994-10-01 | 47.6807946587 |
| 1994-11-01 | 48.1258261960 |
| 1994-12-01 | 48.3270589372 |
| 1995-01-01 | 49.0191408728 |
| 1995-02-01 | 49.6208174801 |
| 1995-03-01 | 49.8228883404 |
| 1995-04-01 | 49.7901656813 |
| 1995-05-01 | 49.7993864595 |
| 1995-06-01 | 50.3348916000 |
| 1995-07-01 | 50.3790304337 |
| 1995-08-01 | 51.1305137156 |
| 1995-09-01 | 51.4943714234 |
| 1995-10-01 | 52.0741115304 |
| 1995-11-01 | 53.1818032011 |
| 1995-12-01 | 53.2474536432 |
| 1996-01-01 | 54.0557236711 |
| 1996-02-01 | 54.2511782064 |
| 1996-03-01 | 54.7194981856 |
| 1996-04-01 | 53.6910571120 |
| 1996-05-01 | 54.6225157059 |
| 1996-06-01 | 54.6601738921 |
| 1996-07-01 | 54.4036270665 |
| 1996-08-01 | 55.0957527899 |
| 1996-09-01 | 54.8422453022 |
| 1996-10-01 | 55.8802754955 |
| 1996-11-01 | 55.4306786553 |
| 1996-12-01 | 55.5245129531 |
| 1997-01-01 | 55.2954004071 |
| 1997-02-01 | 55.7035406662 |
| 1997-03-01 | 55.8356084426 |
| 1997-04-01 | 56.5935386644 |
| 1997-05-01 | 57.0725396035 |
| 1997-06-01 | 57.1163726951 |
| 1997-07-01 | 57.5662605733 |
| 1997-08-01 | 56.9704692432 |
| 1997-09-01 | 58.0445440344 |
| 1997-10-01 | 58.7668625651 |
| 1997-11-01 | 58.8105300047 |
| 1997-12-01 | 59.6600151524 |
| 1998-01-01 | 60.5009857756 |
| 1998-02-01 | 60.7723031585 |
| 1998-03-01 | 60.4181103330 |
| 1998-04-01 | 61.9748023128 |
| 1998-05-01 | 62.4222537093 |
| 1998-06-01 | 62.7892755174 |
| 1998-07-01 | 64.4533148083 |
| 1998-08-01 | 63.0644174929 |
| 1998-09-01 | 63.8915019603 |
| 1998-10-01 | 63.3569621175 |
| 1998-11-01 | 63.5764025983 |
| 1998-12-01 | 63.9399871091 |
| 1999-01-01 | 64.9480799342 |
| 1999-02-01 | 65.8343264929 |
| 1999-03-01 | 66.1474291111 |
| 1999-04-01 | 65.5508139482 |
| 1999-05-01 | 66.3846480525 |
| 1999-06-01 | 66.6834733420 |
| 1999-07-01 | 67.2531346343 |
| 1999-08-01 | 67.7718144362 |
| 1999-09-01 | 67.7989881931 |
| 1999-10-01 | 68.5507695139 |
| 1999-11-01 | 69.4037334429 |
| 1999-12-01 | 69.9185103023 |
| 2000-01-01 | 69.6431493624 |
| 2000-02-01 | 69.5824096594 |
| 2000-03-01 | 69.9864667729 |
| 2000-04-01 | 70.2343197671 |
| 2000-05-01 | 70.6343434204 |
| 2000-06-01 | 71.3969184945 |
| 2000-07-01 | 72.6646606260 |
| 2000-08-01 | 72.0473737217 |
| 2000-09-01 | 72.7494738767 |
| 2000-10-01 | 72.8332951432 |
| 2000-11-01 | 72.6029360067 |
| 2000-12-01 | 72.7899640661 |
| 2001-01-01 | 72.9729755727 |
| 2001-02-01 | 72.9571878760 |
| 2001-03-01 | 73.3417024983 |
| 2001-04-01 | 73.7926536893 |
| 2001-05-01 | 73.3823091694 |
| 2001-06-01 | 74.1058917600 |
| 2001-07-01 | 72.9402565403 |
| 2001-08-01 | 73.9726809383 |
| 2001-09-01 | 74.4063717934 |
| 2001-10-01 | 72.9459003911 |
| 2001-11-01 | 72.9531799365 |
| 2001-12-01 | 73.1183678293 |
| 2002-01-01 | 72.6251901198 |
| 2002-02-01 | 73.3201154756 |
| 2002-03-01 | 73.4984365922 |
| 2002-04-01 | 73.5270735599 |
| 2002-05-01 | 73.5572836238 |
| 2002-06-01 | 73.0107006699 |
| 2002-07-01 | 71.7387616229 |
| 2002-08-01 | 71.8459719601 |
| 2002-09-01 | 71.8015354967 |
| 2002-10-01 | 71.4926423671 |
| 2002-11-01 | 71.0968984844 |
| 2002-12-01 | 71.0228765398 |
| 2003-01-01 | 70.0031436522 |
| 2003-02-01 | 69.5939078838 |
| 2003-03-01 | 68.9309841661 |
| 2003-04-01 | 68.4271853640 |
| 2003-05-01 | 68.9963870100 |
| 2003-06-01 | 68.3508223536 |
| 2003-07-01 | 68.6625066358 |
| 2003-08-01 | 68.7973931244 |
| 2003-09-01 | 69.0873455569 |
| 2003-10-01 | 69.9895678534 |
| 2003-11-01 | 69.5974090715 |
| 2003-12-01 | 69.3737846538 |
| 2004-01-01 | 69.6763523625 |
| 2004-02-01 | 69.4103693149 |
| 2004-03-01 | 69.8275187800 |
| 2004-04-01 | 70.6799411483 |
| 2004-05-01 | 70.4363352643 |
| 2004-06-01 | 70.2777504591 |
| 2004-07-01 | 71.4700364393 |
| 2004-08-01 | 71.1989737177 |
| 2004-09-01 | 71.2298443737 |
| 2004-10-01 | 72.2575640822 |
| 2004-11-01 | 72.1930413031 |
| 2004-12-01 | 72.1904493200 |
| 2005-01-01 | 71.5562861219 |
| 2005-02-01 | 72.5030035307 |
| 2005-03-01 | 72.6432482354 |
| 2005-04-01 | 74.0842948055 |
| 2005-05-01 | 73.9356438690 |
| 2005-06-01 | 74.5902057705 |
| 2005-07-01 | 74.8052843925 |
| 2005-08-01 | 75.4779473940 |
| 2005-09-01 | 75.3522392349 |
| 2005-10-01 | 75.0942182659 |
| 2005-11-01 | 75.5133033818 |
| 2005-12-01 | 75.0605092342 |
| 2006-01-01 | 75.9627072391 |
| 2006-02-01 | 75.9022358238 |
| 2006-03-01 | 76.3104472092 |
| 2006-04-01 | 75.5085557291 |
| 2006-05-01 | 76.1256240957 |
| 2006-06-01 | 76.7614947728 |
| 2006-07-01 | 76.7029740809 |
| 2006-08-01 | 76.9372958606 |
| 2006-09-01 | 77.5039712273 |
| 2006-10-01 | 76.3018313210 |
| 2006-11-01 | 76.2489785828 |
| 2006-12-01 | 76.5904463308 |
| 2007-01-01 | 76.9503136353 |
| 2007-02-01 | 77.6350649876 |
| 2007-03-01 | 77.9177927542 |
| 2007-04-01 | 77.8440916351 |
| 2007-05-01 | 78.4403513366 |
| 2007-06-01 | 78.8990607391 |
| 2007-07-01 | 77.8349621148 |
| 2007-08-01 | 78.7139655976 |
| 2007-09-01 | 79.1729449539 |
| 2007-10-01 | 79.2074042574 |
| 2007-11-01 | 79.9802004921 |
| 2007-12-01 | 80.2623563623 |
| 2008-01-01 | 79.8098040412 |
| 2008-02-01 | 79.8980336535 |
| 2008-03-01 | 79.3882354700 |
| 2008-04-01 | 79.1302239991 |
| 2008-05-01 | 79.1146372651 |
| 2008-06-01 | 78.5221908797 |
| 2008-07-01 | 77.4760660786 |
| 2008-08-01 | 77.6547963168 |
| 2008-09-01 | 77.8903216567 |
| 2008-10-01 | 77.7627880024 |
| 2008-11-01 | 77.4427436374 |
| 2008-12-01 | 77.5654976573 |
| 2009-01-01 | 76.1751379353 |
| 2009-02-01 | 75.4836423469 |
| 2009-03-01 | 74.8085795244 |
| 2009-04-01 | 73.7155816413 |
| 2009-05-01 | 72.7117493979 |
| 2009-06-01 | 72.2820058060 |
| 2009-07-01 | 72.2948316071 |
| 2009-08-01 | 71.7382921851 |
| 2009-09-01 | 72.4857742073 |
| 2009-10-01 | 71.6802252591 |
| 2009-11-01 | 71.2247041198 |
| 2009-12-01 | 71.3545743828 |
| 2010-01-01 | 72.0075310852 |
| 2010-02-01 | 71.9900977132 |
| 2010-03-01 | 72.3917011820 |
| 2010-04-01 | 72.8499502312 |
| 2010-05-01 | 73.0755327044 |
| 2010-06-01 | 73.8284375348 |
| 2010-07-01 | 74.4785465538 |
| 2010-08-01 | 75.1845860604 |
| 2010-09-01 | 75.5234465247 |
| 2010-10-01 | 76.1051861459 |
| 2010-11-01 | 76.3373701154 |
| 2010-12-01 | 76.4469185726 |
| 2011-01-01 | 76.0893972361 |
| 2011-02-01 | 75.4261822445 |
| 2011-03-01 | 75.9931352800 |
| 2011-04-01 | 77.4043114335 |
| 2011-05-01 | 77.7021032257 |
| 2011-06-01 | 76.8039205847 |
| 2011-07-01 | 77.0368962790 |
| 2011-08-01 | 77.3026887509 |
| 2011-09-01 | 77.1746216570 |
| 2011-10-01 | 76.9025030470 |
| 2011-11-01 | 76.7682547093 |
| 2011-12-01 | 77.5929753626 |
| 2012-01-01 | 77.6444390206 |
| 2012-02-01 | 78.1863402139 |
| 2012-03-01 | 78.1327384822 |
| 2012-04-01 | 77.8827988079 |
| 2012-05-01 | 77.6556475765 |
| 2012-06-01 | 78.4151305947 |
| 2012-07-01 | 77.2572883590 |
| 2012-08-01 | 77.4518913818 |
| 2012-09-01 | 76.9858119832 |
| 2012-10-01 | 77.6872572497 |
| 2012-11-01 | 77.5230074698 |
| 2012-12-01 | 77.3080274930 |
| 2013-01-01 | 77.5639635227 |
| 2013-02-01 | 77.7095538013 |
| 2013-03-01 | 78.6041222554 |
| 2013-04-01 | 78.2868669652 |
| 2013-05-01 | 78.5162906672 |
| 2013-06-01 | 78.8267902130 |
| 2013-07-01 | 78.2463143330 |
| 2013-08-01 | 78.2246218932 |
| 2013-09-01 | 78.3403877176 |
| 2013-10-01 | 78.4584261397 |
| 2013-11-01 | 79.1746371359 |
| 2013-12-01 | 78.2947885452 |
| 2014-01-01 | 78.5163886262 |
| 2014-02-01 | 78.3648006488 |
| 2014-03-01 | 78.6870435107 |
| 2014-04-01 | 78.7134976888 |
| 2014-05-01 | 79.0256398055 |
| 2014-06-01 | 78.8074115708 |
| 2014-07-01 | 79.3948246557 |
| 2014-08-01 | 79.5191419656 |
| 2014-09-01 | 79.4966638149 |
| 2014-10-01 | 79.7394035620 |
| 2014-11-01 | 80.1844371531 |
| 2014-12-01 | 80.0562830242 |
| 2015-01-01 | 80.3970054682 |
| 2015-02-01 | 80.1338704813 |
| 2015-03-01 | 79.6768491897 |
| 2015-04-01 | 79.8399346811 |
| 2015-05-01 | 79.9801648729 |
| 2015-06-01 | 80.0870682848 |
| 2015-07-01 | 80.3148412411 |
| 2015-08-01 | 80.2406414029 |
| 2015-09-01 | 80.1084958856 |
| 2015-10-01 | 79.9849950155 |
| 2015-11-01 | 80.1150338894 |
| 2015-12-01 | 80.8177925210 |
| 2016-01-01 | 80.8158673420 |
| 2016-02-01 | 80.7925442089 |
| 2016-03-01 | 80.1872691326 |
| 2016-04-01 | 80.4479100822 |
| 2016-05-01 | 80.2249790408 |
| 2016-06-01 | 79.8563080920 |
| 2016-07-01 | 79.8403600906 |
| 2016-08-01 | 80.0799642811 |
| 2016-09-01 | 80.6808667643 |
| 2016-10-01 | 80.2581019441 |
| 2016-11-01 | 79.8573056895 |
| 2016-12-01 | 79.8733814218 |
| 2017-01-01 | 79.7597611523 |
| 2017-02-01 | 79.9951286625 |
| 2017-03-01 | 80.7667593958 |
| 2017-04-01 | 81.1563534827 |
| 2017-05-01 | 81.2648526984 |
| 2017-06-01 | 82.3497023465 |
| 2017-07-01 | 83.2946796755 |
| 2017-08-01 | 83.2115812512 |
| 2017-09-01 | 83.8811686353 |
| 2017-10-01 | 83.3521723948 |
| 2017-11-01 | 83.6971595248 |
| 2017-12-01 | 83.6081566190 |
| 2018-01-01 | 84.7273552577 |
| 2018-02-01 | 85.1625990857 |
| 2018-03-01 | 85.6532248613 |
| 2018-04-01 | 85.7724824356 |
| 2018-05-01 | 85.9858213848 |
| 2018-06-01 | 86.7784423152 |
| 2018-07-01 | 86.6808880789 |
| 2018-08-01 | 86.3636527487 |
| 2018-09-01 | 86.9001582422 |
| 2018-10-01 | 87.5644970794 |
| 2018-11-01 | 87.4624941416 |
| 2018-12-01 | 87.7332508532 |
| 2019-01-01 | 88.1752626787 |
| 2019-02-01 | 88.2850291557 |
| 2019-03-01 | 88.4975556557 |
| 2019-04-01 | 89.0932050789 |
| 2019-05-01 | 89.2346844366 |
| 2019-06-01 | 89.1974547337 |
| 2019-07-01 | 89.2008717315 |
| 2019-08-01 | 89.2478867455 |
| 2019-09-01 | 89.2486686648 |
| 2019-10-01 | 88.8815184129 |
| 2019-11-01 | 89.1163417695 |
| 2019-12-01 | 89.0186521649 |
| 2020-01-01 | 88.9509907831 |
| 2020-02-01 | 88.9479735803 |
| 2020-03-01 | 87.8238328156 |
| 2020-04-01 | 79.5548685511 |
| 2020-05-01 | 79.6745653976 |
| 2020-06-01 | 81.3356974150 |
| 2020-07-01 | 80.4901049247 |
| 2020-08-01 | 80.9656485711 |
| 2020-09-01 | 80.9563679920 |
| 2020-10-01 | 82.4595778165 |
| 2020-11-01 | 82.2084986251 |
| 2020-12-01 | 82.7889703852 |
| 2021-01-01 | 82.3730800017 |
| 2021-02-01 | 81.8067718690 |
| 2021-03-01 | 83.0782319838 |
| 2021-04-01 | 83.4610533850 |
| 2021-05-01 | 84.1434600035 |
| 2021-06-01 | 84.3893362289 |
| 2021-07-01 | 85.3150826191 |
| 2021-08-01 | 85.5088042296 |
| 2021-09-01 | 85.9986494851 |
| 2021-10-01 | 87.5184955729 |
| 2021-11-01 | 87.3280203892 |
| 2021-12-01 | 87.8116041319 |
| 2022-01-01 | 87.7878967050 |
| 2022-02-01 | 88.0188762133 |
| 2022-03-01 | 88.6015999241 |
| 2022-04-01 | 88.9660643868 |
| 2022-05-01 | 89.8758656928 |
| 2022-06-01 | 89.6941381624 |
| 2022-07-01 | 90.7686188216 |
| 2022-08-01 | 91.2562287657 |
| 2022-09-01 | 92.5270804007 |
| 2022-10-01 | 92.6705340239 |
| 2022-11-01 | 92.7262786343 |
| 2022-12-01 | 92.8342168348 |
| 2023-01-01 | 94.5113287809 |
| 2023-02-01 | 94.1599382539 |
| 2023-03-01 | 93.9686716254 |
| 2023-04-01 | 94.0196175915 |
| 2023-05-01 | 93.8123433063 |
| 2023-06-01 | 94.0139732175 |
| 2023-07-01 | 93.6933789709 |
| 2023-08-01 | 93.9289802936 |
| 2023-09-01 | 94.5362933370 |
| 2023-10-01 | 93.7634924690 |
| 2023-11-01 | 93.9392039584 |
| 2023-12-01 | 93.6942628184 |
| 2024-01-01 | 94.0887921677 |
| 2024-02-01 | 94.3623878399 |
| 2024-03-01 | 94.5000370686 |
| 2024-04-01 | 94.6914497916 |
| 2024-05-01 | 94.3858646309 |
| 2024-06-01 | 94.0334775861 |
| 2024-07-01 | 93.8682467998 |
| 2024-08-01 | 94.2944172792 |
| 2024-09-01 | 93.5951746327 |
| 2024-10-01 | 94.4935334639 |
| 2024-11-01 | 94.5508873672 |
| 2024-12-01 | 94.7166274697 |
| 2025-01-01 | 94.6798115510 |
| 2025-02-01 | 94.5811970213 |
| 2025-03-01 | 94.6222851938 |
| 2025-04-01 | 95.0321776080 |
| 2025-05-01 | 95.0200886170 |
| 2025-06-01 | 94.5465842025 |
| 2025-07-01 | 93.8912675198 |
| 2025-08-01 | 93.2227221554 |
| 2025-09-01 | 93.3929034821 |
| 2025-10-01 | 92.6907699883 |
| 2025-11-01 | 92.6426601378 |
| 2025-12-01 | 92.9194820023 |
| 2026-01-01 | 92.5338908082 |
| 2026-02-01 | 92.2830483329 |
| 2026-03-01 | 92.2679590025 |
| 2026-04-01 | 91.8847399470 |
| 2026-05-01 | 91.8016089651 |
| 2026-06-01 | 92.1663670685 |
| 2026-07-01 | 92.5691229508 |
| 2026-08-01 | 92.5485734501 |
| 2026-09-01 | 92.2691998719 |