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 2026-04-01 |
| Last Updated | 2026-05-26 2:54 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 | 39.2768551900246 |
| 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 | 44.3230399295401 |
| 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 | 45.1391600290825 |
| 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 | 49.0191408727633 |
| 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 | 53.6910571119796 |
| 1996-05-01 | 54.6225157059375 |
| 1996-06-01 | 54.6601738921472 |
| 1996-07-01 | 54.4036270664743 |
| 1996-08-01 | 55.0957527899076 |
| 1996-09-01 | 54.8422453022152 |
| 1996-10-01 | 55.8802754955227 |
| 1996-11-01 | 55.4306786553179 |
| 1996-12-01 | 55.5245129530884 |
| 1997-01-01 | 55.2954004070743 |
| 1997-02-01 | 55.7035406662432 |
| 1997-03-01 | 55.8356084426445 |
| 1997-04-01 | 56.5935386644097 |
| 1997-05-01 | 57.0725396035117 |
| 1997-06-01 | 57.1163726950581 |
| 1997-07-01 | 57.5662605733382 |
| 1997-08-01 | 56.9704692431984 |
| 1997-09-01 | 58.0445440343646 |
| 1997-10-01 | 58.7668625650805 |
| 1997-11-01 | 58.8105300047005 |
| 1997-12-01 | 59.6600151523617 |
| 1998-01-01 | 60.5009857756044 |
| 1998-02-01 | 60.7723031585060 |
| 1998-03-01 | 60.4181103329651 |
| 1998-04-01 | 61.9748023128425 |
| 1998-05-01 | 62.4222537093497 |
| 1998-06-01 | 62.7892755173751 |
| 1998-07-01 | 64.4533148082608 |
| 1998-08-01 | 63.0644174929189 |
| 1998-09-01 | 63.8915019603431 |
| 1998-10-01 | 63.3569621175255 |
| 1998-11-01 | 63.5764025983220 |
| 1998-12-01 | 63.9399871091167 |
| 1999-01-01 | 64.9480799342337 |
| 1999-02-01 | 65.8343264929428 |
| 1999-03-01 | 66.1474291110607 |
| 1999-04-01 | 65.5508139482417 |
| 1999-05-01 | 66.3846480524571 |
| 1999-06-01 | 66.6834733420486 |
| 1999-07-01 | 67.2531346342597 |
| 1999-08-01 | 67.7718144362406 |
| 1999-09-01 | 67.7989881930740 |
| 1999-10-01 | 68.5507695139451 |
| 1999-11-01 | 69.4037334428760 |
| 1999-12-01 | 69.9185103023029 |
| 2000-01-01 | 69.6431493623833 |
| 2000-02-01 | 69.5824096593692 |
| 2000-03-01 | 69.9864667728969 |
| 2000-04-01 | 70.2343197671283 |
| 2000-05-01 | 70.6343434203811 |
| 2000-06-01 | 71.3969184944925 |
| 2000-07-01 | 72.6646606259961 |
| 2000-08-01 | 72.0473737216469 |
| 2000-09-01 | 72.7494738766741 |
| 2000-10-01 | 72.8332951432117 |
| 2000-11-01 | 72.6029360067438 |
| 2000-12-01 | 72.7899640660766 |
| 2001-01-01 | 72.9729755727044 |
| 2001-02-01 | 72.9571878759871 |
| 2001-03-01 | 73.3417024983348 |
| 2001-04-01 | 73.7926536893894 |
| 2001-05-01 | 73.3823091694476 |
| 2001-06-01 | 74.1058917600486 |
| 2001-07-01 | 72.9402565400818 |
| 2001-08-01 | 73.9726809383372 |
| 2001-09-01 | 74.4063717933554 |
| 2001-10-01 | 72.9459003911219 |
| 2001-11-01 | 72.9531799365202 |
| 2001-12-01 | 73.1183678292619 |
| 2002-01-01 | 72.6251901198269 |
| 2002-02-01 | 73.3201154755958 |
| 2002-03-01 | 73.4984365922734 |
| 2002-04-01 | 73.5270735601135 |
| 2002-05-01 | 73.5572836239151 |
| 2002-06-01 | 73.0107006700116 |
| 2002-07-01 | 71.7387616225477 |
| 2002-08-01 | 71.8459719600784 |
| 2002-09-01 | 71.8015354966474 |
| 2002-10-01 | 71.4926423670829 |
| 2002-11-01 | 71.0968984843914 |
| 2002-12-01 | 71.0228765398038 |
| 2003-01-01 | 70.0031436521783 |
| 2003-02-01 | 69.5939078837723 |
| 2003-03-01 | 68.9309841662458 |
| 2003-04-01 | 68.4271853642679 |
| 2003-05-01 | 68.9963870101143 |
| 2003-06-01 | 68.3508223537465 |
| 2003-07-01 | 68.6625066354997 |
| 2003-08-01 | 68.7973931245030 |
| 2003-09-01 | 69.0873455561786 |
| 2003-10-01 | 69.9895678535171 |
| 2003-11-01 | 69.5974090715829 |
| 2003-12-01 | 69.3737846538001 |
| 2004-01-01 | 69.6763523624189 |
| 2004-02-01 | 69.4103693147670 |
| 2004-03-01 | 69.8275187801628 |
| 2004-04-01 | 70.6799411488677 |
| 2004-05-01 | 70.4363352647826 |
| 2004-06-01 | 70.2777504595154 |
| 2004-07-01 | 71.4700364391306 |
| 2004-08-01 | 71.1989737178098 |
| 2004-09-01 | 71.2298443720700 |
| 2004-10-01 | 72.2575640824515 |
| 2004-11-01 | 72.1930413032303 |
| 2004-12-01 | 72.1904493200581 |
| 2005-01-01 | 71.5562861215775 |
| 2005-02-01 | 72.5030035303523 |
| 2005-03-01 | 72.6432482355889 |
| 2005-04-01 | 74.0842948063555 |
| 2005-05-01 | 73.9356438695452 |
| 2005-06-01 | 74.5902057702635 |
| 2005-07-01 | 74.8052843915461 |
| 2005-08-01 | 75.4779473939634 |
| 2005-09-01 | 75.3522392335127 |
| 2005-10-01 | 75.0942182687904 |
| 2005-11-01 | 75.5133033856992 |
| 2005-12-01 | 75.0605092377561 |
| 2006-01-01 | 75.9627072361133 |
| 2006-02-01 | 75.9022358167510 |
| 2006-03-01 | 76.3104472009194 |
| 2006-04-01 | 75.5085557234192 |
| 2006-05-01 | 76.1256241044865 |
| 2006-06-01 | 76.7614947733538 |
| 2006-07-01 | 76.7029740841005 |
| 2006-08-01 | 76.9372958648192 |
| 2006-09-01 | 77.5039712305194 |
| 2006-10-01 | 76.3018313260675 |
| 2006-11-01 | 76.2489785936484 |
| 2006-12-01 | 76.5904463431788 |
| 2007-01-01 | 76.9503136319208 |
| 2007-02-01 | 77.6350649682736 |
| 2007-03-01 | 77.9177927229129 |
| 2007-04-01 | 77.8440916032549 |
| 2007-05-01 | 78.4403513316784 |
| 2007-06-01 | 78.8990607257038 |
| 2007-07-01 | 77.8349621287127 |
| 2007-08-01 | 78.7139656312365 |
| 2007-09-01 | 79.1729450039168 |
| 2007-10-01 | 79.2074043001042 |
| 2007-11-01 | 79.9802005225321 |
| 2007-12-01 | 80.2623563960298 |
| 2008-01-01 | 79.8098040632311 |
| 2008-02-01 | 79.8980336561222 |
| 2008-03-01 | 79.3882351618090 |
| 2008-04-01 | 79.1302240540303 |
| 2008-05-01 | 79.1146371621318 |
| 2008-06-01 | 78.5221908116852 |
| 2008-07-01 | 77.4760660650606 |
| 2008-08-01 | 77.6547963988284 |
| 2008-09-01 | 77.8903218528082 |
| 2008-10-01 | 77.7627882540500 |
| 2008-11-01 | 77.4427435951930 |
| 2008-12-01 | 77.5654978489173 |
| 2009-01-01 | 76.1751380243334 |
| 2009-02-01 | 75.4836423564658 |
| 2009-03-01 | 74.8085788970787 |
| 2009-04-01 | 73.7155816698195 |
| 2009-05-01 | 72.7117491210288 |
| 2009-06-01 | 72.2820055895995 |
| 2009-07-01 | 72.2948313522930 |
| 2009-08-01 | 71.7382920099387 |
| 2009-09-01 | 72.4857754022962 |
| 2009-10-01 | 71.6802256560994 |
| 2009-11-01 | 71.2247040933474 |
| 2009-12-01 | 71.3545748503420 |
| 2010-01-01 | 72.0075313678250 |
| 2010-02-01 | 71.9900977673677 |
| 2010-03-01 | 72.3916991645623 |
| 2010-04-01 | 72.8499501373985 |
| 2010-05-01 | 73.0755320382479 |
| 2010-06-01 | 73.8284370600231 |
| 2010-07-01 | 74.4785464227853 |
| 2010-08-01 | 75.1845866108304 |
| 2010-09-01 | 75.5234495867579 |
| 2010-10-01 | 76.1051864722029 |
| 2010-11-01 | 76.3373717853256 |
| 2010-12-01 | 76.4469178776422 |
| 2011-01-01 | 76.0893964492322 |
| 2011-02-01 | 75.4261813936582 |
| 2011-03-01 | 75.9931311914848 |
| 2011-04-01 | 77.4043104162905 |
| 2011-05-01 | 77.7021017480657 |
| 2011-06-01 | 76.8039186211890 |
| 2011-07-01 | 77.0368983466628 |
| 2011-08-01 | 77.3026938495787 |
| 2011-09-01 | 77.1746306085471 |
| 2011-10-01 | 76.9025051658735 |
| 2011-11-01 | 76.7682575031238 |
| 2011-12-01 | 77.5929703277568 |
| 2012-01-01 | 77.6444322732155 |
| 2012-02-01 | 78.1863339836995 |
| 2012-03-01 | 78.1327294630321 |
| 2012-04-01 | 77.8827956302713 |
| 2012-05-01 | 77.6556431414617 |
| 2012-06-01 | 78.4151280733284 |
| 2012-07-01 | 77.2572987205652 |
| 2012-08-01 | 77.4519088032888 |
| 2012-09-01 | 76.9858364147359 |
| 2012-10-01 | 77.6872744884374 |
| 2012-11-01 | 77.5230222748857 |
| 2012-12-01 | 77.3079696344779 |
| 2013-01-01 | 77.5639548137702 |
| 2013-02-01 | 77.7095450836982 |
| 2013-03-01 | 78.6040880677323 |
| 2013-04-01 | 78.2868653630235 |
| 2013-05-01 | 78.5162905459313 |
| 2013-06-01 | 78.8267919311123 |
| 2013-07-01 | 78.2463345981076 |
| 2013-08-01 | 78.2246534369816 |
| 2013-09-01 | 78.3404735068104 |
| 2013-10-01 | 78.4584579316414 |
| 2013-11-01 | 79.1746518299783 |
| 2013-12-01 | 78.2946586910509 |
| 2014-01-01 | 78.5163650198904 |
| 2014-02-01 | 78.3647766507692 |
| 2014-03-01 | 78.6869563689431 |
| 2014-04-01 | 78.7134521405873 |
| 2014-05-01 | 79.0257613166457 |
| 2014-06-01 | 78.8073862298800 |
| 2014-07-01 | 79.3948608809864 |
| 2014-08-01 | 79.5191553257814 |
| 2014-09-01 | 79.4970101154425 |
| 2014-10-01 | 79.7394061572003 |
| 2014-11-01 | 80.1844109416817 |
| 2014-12-01 | 80.0559830748482 |
| 2015-01-01 | 80.3968960951407 |
| 2015-02-01 | 80.1337678927158 |
| 2015-03-01 | 79.6766938115695 |
| 2015-04-01 | 79.8398811490265 |
| 2015-05-01 | 79.9804730946147 |
| 2015-06-01 | 80.0871316436455 |
| 2015-07-01 | 80.3149428650336 |
| 2015-08-01 | 80.2406824277520 |
| 2015-09-01 | 80.1091368602525 |
| 2015-10-01 | 79.9849572862083 |
| 2015-11-01 | 80.1148854117344 |
| 2015-12-01 | 80.8172323818160 |
| 2016-01-01 | 80.8155024655280 |
| 2016-02-01 | 80.7922414499428 |
| 2016-03-01 | 80.1870502708942 |
| 2016-04-01 | 80.4479314652333 |
| 2016-05-01 | 80.2256079788148 |
| 2016-06-01 | 79.8565904317202 |
| 2016-07-01 | 79.8406198279059 |
| 2016-08-01 | 80.0801132532488 |
| 2016-09-01 | 80.6818299445879 |
| 2016-10-01 | 80.2580295309725 |
| 2016-11-01 | 79.8569874237911 |
| 2016-12-01 | 79.8724976152918 |
| 2017-01-01 | 79.7589384629671 |
| 2017-02-01 | 79.9940946986333 |
| 2017-03-01 | 80.7663853857233 |
| 2017-04-01 | 81.1569939259514 |
| 2017-05-01 | 81.2658472427458 |
| 2017-06-01 | 82.3503205187146 |
| 2017-07-01 | 83.2952360513887 |
| 2017-08-01 | 83.2120176171658 |
| 2017-09-01 | 83.8823873704225 |
| 2017-10-01 | 83.3523074630115 |
| 2017-11-01 | 83.6966779481157 |
| 2017-12-01 | 83.6065984469799 |
| 2018-01-01 | 84.7259130305135 |
| 2018-02-01 | 85.1605401229194 |
| 2018-03-01 | 85.6525463730672 |
| 2018-04-01 | 85.7736901511605 |
| 2018-05-01 | 85.9870900263681 |
| 2018-06-01 | 86.7792771933346 |
| 2018-07-01 | 86.6819048508095 |
| 2018-08-01 | 86.3647925187443 |
| 2018-09-01 | 86.9021103756975 |
| 2018-10-01 | 87.5652088427795 |
| 2018-11-01 | 87.4619782073291 |
| 2018-12-01 | 87.7307834644142 |
| 2019-01-01 | 88.1729069981424 |
| 2019-02-01 | 88.2818485012439 |
| 2019-03-01 | 88.4963056440616 |
| 2019-04-01 | 89.0943874612094 |
| 2019-05-01 | 89.2352952653099 |
| 2019-06-01 | 89.1995159162235 |
| 2019-07-01 | 89.2013027839974 |
| 2019-08-01 | 89.2486962625804 |
| 2019-09-01 | 89.2559965717210 |
| 2019-10-01 | 88.8820199431463 |
| 2019-11-01 | 89.1154954634223 |
| 2019-12-01 | 89.0156219608698 |
| 2020-01-01 | 88.9464761942217 |
| 2020-02-01 | 88.9445146482843 |
| 2020-03-01 | 87.8219449938168 |
| 2020-04-01 | 79.5548469556319 |
| 2020-05-01 | 79.6739305732661 |
| 2020-06-01 | 81.3382875712829 |
| 2020-07-01 | 80.4893538818288 |
| 2020-08-01 | 80.9651201269118 |
| 2020-09-01 | 80.9740515652190 |
| 2020-10-01 | 82.4587900012198 |
| 2020-11-01 | 82.2067889671417 |
| 2020-12-01 | 82.7851808048758 |
| 2021-01-01 | 82.3658068307974 |
| 2021-02-01 | 81.8020749876968 |
| 2021-03-01 | 83.0747538117295 |
| 2021-04-01 | 83.4594567614827 |
| 2021-05-01 | 84.1418756865183 |
| 2021-06-01 | 84.3938725087357 |
| 2021-07-01 | 85.3144989676266 |
| 2021-08-01 | 85.5080647292710 |
| 2021-09-01 | 86.0321419340688 |
| 2021-10-01 | 87.5160736220559 |
| 2021-11-01 | 87.3245626115107 |
| 2021-12-01 | 87.8049703019089 |
| 2022-01-01 | 87.7739245852118 |
| 2022-02-01 | 88.0092336490893 |
| 2022-03-01 | 88.5942650604525 |
| 2022-04-01 | 88.9633717586466 |
| 2022-05-01 | 89.8715282075217 |
| 2022-06-01 | 89.7049608566092 |
| 2022-07-01 | 90.7742230468085 |
| 2022-08-01 | 91.2608157418290 |
| 2022-09-01 | 92.5767425225038 |
| 2022-10-01 | 92.6673441439062 |
| 2022-11-01 | 92.7193707489435 |
| 2022-12-01 | 92.8227746210170 |
| 2023-01-01 | 94.4868328947308 |
| 2023-02-01 | 94.1342176262739 |
| 2023-03-01 | 93.9409142555759 |
| 2023-04-01 | 94.0354766125251 |
| 2023-05-01 | 93.8030505700662 |
| 2023-06-01 | 94.0256375148246 |
| 2023-07-01 | 93.7305816402142 |
| 2023-08-01 | 93.9467452676554 |
| 2023-09-01 | 94.5907876747917 |
| 2023-10-01 | 93.7520845336069 |
| 2023-11-01 | 93.9354274226239 |
| 2023-12-01 | 93.6700469553511 |
| 2024-01-01 | 94.0546505690797 |
| 2024-02-01 | 94.3102325850397 |
| 2024-03-01 | 94.4513832751488 |
| 2024-04-01 | 94.7230322848493 |
| 2024-05-01 | 94.3737258649481 |
| 2024-06-01 | 94.0570412135976 |
| 2024-07-01 | 93.9582305153122 |
| 2024-08-01 | 94.3254264625697 |
| 2024-09-01 | 93.6343786371292 |
| 2024-10-01 | 94.4713856573638 |
| 2024-11-01 | 94.5505373097324 |
| 2024-12-01 | 94.6765137741259 |
| 2025-01-01 | 94.6380076834324 |
| 2025-02-01 | 94.4991167497558 |
| 2025-03-01 | 94.5500316202080 |
| 2025-04-01 | 95.0836951585245 |
| 2025-05-01 | 95.0119000251818 |
| 2025-06-01 | 94.5816058116430 |
| 2025-07-01 | 94.0421633346196 |
| 2025-08-01 | 93.2640270331302 |
| 2025-09-01 | 93.4027805674359 |
| 2025-10-01 | 92.6567560913198 |
| 2025-11-01 | 92.6486613551907 |
| 2025-12-01 | 92.8630573123307 |
| 2026-01-01 | 92.4874658102238 |
| 2026-02-01 | 92.1778621383435 |
| 2026-03-01 | 92.1855860925812 |
| 2026-04-01 | 91.3434126181338 |