Table Data - All Employees: Professional and Business Services: Employment Services in Oklahoma
| Title | All Employees: Professional and Business Services: Employment Services in Oklahoma |
|---|---|
| Series ID | SMU40000006056130001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-08-01 |
| Last Updated | 2024-09-21 5:14 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 | 18.696980559181800 |
| 1990-02-01 | 18.439135520231100 |
| 1990-03-01 | 18.747190307832300 |
| 1990-04-01 | 17.983740523978700 |
| 1990-05-01 | 17.639273058566600 |
| 1990-06-01 | 17.861323801321900 |
| 1990-07-01 | 17.717537196383800 |
| 1990-08-01 | 17.657576882739800 |
| 1990-09-01 | 18.985726541859500 |
| 1990-10-01 | 15.943761235444500 |
| 1990-11-01 | 16.568411318814000 |
| 1990-12-01 | 17.696723705975100 |
| 1991-01-01 | 17.629810353735603 |
| 1991-02-01 | 17.663908224880200 |
| 1991-03-01 | 17.569451484554200 |
| 1991-04-01 | 17.502108645121100 |
| 1991-05-01 | 17.161380333317698 |
| 1991-06-01 | 17.198687934949700 |
| 1991-07-01 | 16.173654402277100 |
| 1991-08-01 | 16.639624791472500 |
| 1991-09-01 | 15.926123653088100 |
| 1991-10-01 | 15.920186881759100 |
| 1991-11-01 | 16.021342093868500 |
| 1991-12-01 | 15.934987340651000 |
| 1992-01-01 | 16.641425855368400 |
| 1992-02-01 | 16.492807065887497 |
| 1992-03-01 | 16.508534475052400 |
| 1992-04-01 | 17.773133140162300 |
| 1992-05-01 | 17.769453569583500 |
| 1992-06-01 | 16.853273798931300 |
| 1992-07-01 | 18.130093486094300 |
| 1992-08-01 | 18.184773918855500 |
| 1992-09-01 | 18.612252015173100 |
| 1992-10-01 | 19.078508976826800 |
| 1992-11-01 | 19.247918770057200 |
| 1992-12-01 | 19.693818409422300 |
| 1993-01-01 | 20.293303831687300 |
| 1993-02-01 | 20.760879429697800 |
| 1993-03-01 | 20.669510014669800 |
| 1993-04-01 | 20.461158789893698 |
| 1993-05-01 | 20.637548354873500 |
| 1993-06-01 | 21.112398331808000 |
| 1993-07-01 | 21.874076805310196 |
| 1993-08-01 | 21.215304522283700 |
| 1993-09-01 | 21.297141861943400 |
| 1993-10-01 | 21.629103746290700 |
| 1993-11-01 | 21.746903044099900 |
| 1993-12-01 | 22.085995498733700 |
| 1994-01-01 | 21.313520351723500 |
| 1994-02-01 | 21.044648213783102 |
| 1994-03-01 | 21.014096777808700 |
| 1994-04-01 | 22.766778701157600 |
| 1994-05-01 | 22.852856867896700 |
| 1994-06-01 | 23.408516673898102 |
| 1994-07-01 | 24.195522165455298 |
| 1994-08-01 | 24.638193536933000 |
| 1994-09-01 | 25.034547185607902 |
| 1994-10-01 | 25.288376956286600 |
| 1994-11-01 | 25.920997537444897 |
| 1994-12-01 | 26.524557126117000 |
| 1995-01-01 | 25.863456063332300 |
| 1995-02-01 | 26.728394065991200 |
| 1995-03-01 | 26.873594872751198 |
| 1995-04-01 | 26.097073086811500 |
| 1995-05-01 | 26.381764100386700 |
| 1995-06-01 | 26.518914402410400 |
| 1995-07-01 | 26.081332835620900 |
| 1995-08-01 | 27.277275819334896 |
| 1995-09-01 | 27.577799444348198 |
| 1995-10-01 | 28.446486170236900 |
| 1995-11-01 | 29.811450534849400 |
| 1995-12-01 | 30.097382980242700 |
| 1996-01-01 | 31.347213745721998 |
| 1996-02-01 | 31.826444860155203 |
| 1996-03-01 | 31.934355120850000 |
| 1996-04-01 | 31.198902804242900 |
| 1996-05-01 | 32.239529480279000 |
| 1996-06-01 | 32.536901434786100 |
| 1996-07-01 | 32.782086505055900 |
| 1996-08-01 | 34.303319447399800 |
| 1996-09-01 | 34.219049625304200 |
| 1996-10-01 | 33.866882598527800 |
| 1996-11-01 | 33.498816434746196 |
| 1996-12-01 | 33.919237379535800 |
| 1997-01-01 | 34.573871304739900 |
| 1997-02-01 | 35.013113272364400 |
| 1997-03-01 | 35.467613229955504 |
| 1997-04-01 | 36.004135481268300 |
| 1997-05-01 | 36.471855259259800 |
| 1997-06-01 | 36.664090312983600 |
| 1997-07-01 | 37.361381967829200 |
| 1997-08-01 | 37.407041249012710 |
| 1997-09-01 | 38.149409786981500 |
| 1997-10-01 | 37.823915537603100 |
| 1997-11-01 | 38.247445961558704 |
| 1997-12-01 | 39.245739997934400 |
| 1998-01-01 | 39.414252573655400 |
| 1998-02-01 | 40.091196583329600 |
| 1998-03-01 | 41.119055064653200 |
| 1998-04-01 | 41.984085625258004 |
| 1998-05-01 | 43.295359007228000 |
| 1998-06-01 | 43.587472272339300 |
| 1998-07-01 | 43.775050064873300 |
| 1998-08-01 | 43.059851236294200 |
| 1998-09-01 | 43.208481540858400 |
| 1998-10-01 | 43.631670122891400 |
| 1998-11-01 | 43.592467965988400 |
| 1998-12-01 | 44.385395396321200 |
| 1999-01-01 | 45.140708369840900 |
| 1999-02-01 | 45.795078227494294 |
| 1999-03-01 | 45.886439132424000 |
| 1999-04-01 | 45.945243119185110 |
| 1999-05-01 | 46.773244888397210 |
| 1999-06-01 | 48.052073038624200 |
| 1999-07-01 | 47.473218053412500 |
| 1999-08-01 | 47.890634155572100 |
| 1999-09-01 | 48.353193081511200 |
| 1999-10-01 | 49.918980193286600 |
| 1999-11-01 | 50.261229821635700 |
| 1999-12-01 | 50.460160094735300 |
| 2000-01-01 | 47.412994679657710 |
| 2000-02-01 | 46.970983661005000 |
| 2000-03-01 | 47.816099512138100 |
| 2000-04-01 | 48.683552869735700 |
| 2000-05-01 | 48.627351156829704 |
| 2000-06-01 | 48.502597494119904 |
| 2000-07-01 | 49.379106496676100 |
| 2000-08-01 | 49.614900026187290 |
| 2000-09-01 | 49.261529561197210 |
| 2000-10-01 | 50.588700020557700 |
| 2000-11-01 | 50.841455236755600 |
| 2000-12-01 | 49.390589799650400 |
| 2001-01-01 | 48.880526370786400 |
| 2001-02-01 | 49.390302251188710 |
| 2001-03-01 | 49.514864996455400 |
| 2001-04-01 | 49.832093138225300 |
| 2001-05-01 | 49.115243160304790 |
| 2001-06-01 | 50.477189648997900 |
| 2001-07-01 | 49.912567200436000 |
| 2001-08-01 | 50.393306482563800 |
| 2001-09-01 | 49.970797736458300 |
| 2001-10-01 | 48.060467851411104 |
| 2001-11-01 | 48.178434437949000 |
| 2001-12-01 | 48.328625355299300 |
| 2002-01-01 | 46.102588026626500 |
| 2002-02-01 | 47.001086421405496 |
| 2002-03-01 | 46.781693329166600 |
| 2002-04-01 | 46.288713577795000 |
| 2002-05-01 | 46.581633160213606 |
| 2002-06-01 | 45.667862000874200 |
| 2002-07-01 | 44.243584658503500 |
| 2002-08-01 | 43.838602748399104 |
| 2002-09-01 | 43.655079043336400 |
| 2002-10-01 | 42.291576291357295 |
| 2002-11-01 | 42.127587863182995 |
| 2002-12-01 | 42.133114787714700 |
| 2003-01-01 | 42.396826899218300 |
| 2003-02-01 | 41.688784527551100 |
| 2003-03-01 | 40.765338907538400 |
| 2003-04-01 | 39.398636667758396 |
| 2003-05-01 | 40.025689300587500 |
| 2003-06-01 | 39.346096453663400 |
| 2003-07-01 | 41.440392158067800 |
| 2003-08-01 | 40.178436670689800 |
| 2003-09-01 | 40.377738807515900 |
| 2003-10-01 | 40.777554405331600 |
| 2003-11-01 | 41.013165549589000 |
| 2003-12-01 | 41.110205607377790 |
| 2004-01-01 | 44.329047082438400 |
| 2004-02-01 | 44.513141940150796 |
| 2004-03-01 | 43.388616181932300 |
| 2004-04-01 | 45.370656152364000 |
| 2004-05-01 | 45.212353423220700 |
| 2004-06-01 | 44.797300640287000 |
| 2004-07-01 | 46.618084559168900 |
| 2004-08-01 | 45.046859965742904 |
| 2004-09-01 | 44.739685601449295 |
| 2004-10-01 | 45.877912578969600 |
| 2004-11-01 | 45.217758832910700 |
| 2004-12-01 | 44.524210263584200 |
| 2005-01-01 | 43.332293085928110 |
| 2005-02-01 | 43.855408907675500 |
| 2005-03-01 | 43.687926451520205 |
| 2005-04-01 | 44.871824786503890 |
| 2005-05-01 | 44.625964052107200 |
| 2005-06-01 | 45.563745565055000 |
| 2005-07-01 | 45.541380323073700 |
| 2005-08-01 | 45.809878778162100 |
| 2005-09-01 | 46.364578555706200 |
| 2005-10-01 | 46.362225037343904 |
| 2005-11-01 | 47.226966424390895 |
| 2005-12-01 | 47.744749184838000 |
| 2006-01-01 | 47.644028948124100 |
| 2006-02-01 | 47.696999156929500 |
| 2006-03-01 | 48.032718072596290 |
| 2006-04-01 | 46.792531970876205 |
| 2006-05-01 | 47.013686809853710 |
| 2006-06-01 | 47.673767012394800 |
| 2006-07-01 | 46.225700338368700 |
| 2006-08-01 | 46.167629763994290 |
| 2006-09-01 | 46.092605350813800 |
| 2006-10-01 | 45.329107257574500 |
| 2006-11-01 | 45.287718463685210 |
| 2006-12-01 | 45.312998505843000 |
| 2007-01-01 | 46.316642529977500 |
| 2007-02-01 | 46.850975352172500 |
| 2007-03-01 | 47.723985194846400 |
| 2007-04-01 | 47.545503442689295 |
| 2007-05-01 | 47.870947004848100 |
| 2007-06-01 | 47.913867728820290 |
| 2007-07-01 | 47.348197625801895 |
| 2007-08-01 | 47.933111853542100 |
| 2007-09-01 | 47.964643666013900 |
| 2007-10-01 | 47.679925789801900 |
| 2007-11-01 | 47.289812244465000 |
| 2007-12-01 | 46.640942726384104 |
| 2008-01-01 | 46.537980043483900 |
| 2008-02-01 | 46.525228584731500 |
| 2008-03-01 | 45.966550264324500 |
| 2008-04-01 | 45.750345947640895 |
| 2008-05-01 | 45.496052464158400 |
| 2008-06-01 | 45.300265108325796 |
| 2008-07-01 | 45.126447918442790 |
| 2008-08-01 | 44.808432531996100 |
| 2008-09-01 | 44.617461125541894 |
| 2008-10-01 | 43.243292503191400 |
| 2008-11-01 | 42.091559312833900 |
| 2008-12-01 | 40.959327557717900 |
| 2009-01-01 | 38.047837334686605 |
| 2009-02-01 | 37.483115733834600 |
| 2009-03-01 | 36.019562046258900 |
| 2009-04-01 | 33.892758277141300 |
| 2009-05-01 | 32.783706561726900 |
| 2009-06-01 | 33.501677188457400 |
| 2009-07-01 | 32.706208850598195 |
| 2009-08-01 | 31.770298285732700 |
| 2009-09-01 | 31.762609997847400 |
| 2009-10-01 | 32.359945617395000 |
| 2009-11-01 | 31.964332655389700 |
| 2009-12-01 | 32.450714992874900 |
| 2010-01-01 | 33.411700005545505 |
| 2010-02-01 | 33.734055213297500 |
| 2010-03-01 | 33.941947704809100 |
| 2010-04-01 | 34.768210230640896 |
| 2010-05-01 | 35.114415609741100 |
| 2010-06-01 | 35.630318913330996 |
| 2010-07-01 | 36.862608663331100 |
| 2010-08-01 | 36.975577726955600 |
| 2010-09-01 | 37.351241212039000 |
| 2010-10-01 | 38.052564535415000 |
| 2010-11-01 | 38.128676348200000 |
| 2010-12-01 | 38.587543831960000 |
| 2011-01-01 | 38.172323103319000 |
| 2011-02-01 | 37.919753268602600 |
| 2011-03-01 | 38.206395501136704 |
| 2011-04-01 | 38.516331969391295 |
| 2011-05-01 | 38.480836367750300 |
| 2011-06-01 | 38.233676138480000 |
| 2011-07-01 | 38.706002190008604 |
| 2011-08-01 | 38.693418281842500 |
| 2011-09-01 | 38.754888250794394 |
| 2011-10-01 | 38.609683209441500 |
| 2011-11-01 | 38.005610758700500 |
| 2011-12-01 | 38.922552712369710 |
| 2012-01-01 | 39.444244645278000 |
| 2012-02-01 | 40.365873134376200 |
| 2012-03-01 | 39.916122387504500 |
| 2012-04-01 | 39.659324099777100 |
| 2012-05-01 | 39.890147821998400 |
| 2012-06-01 | 40.528736391278210 |
| 2012-07-01 | 40.318663836519400 |
| 2012-08-01 | 40.957687212880700 |
| 2012-09-01 | 40.617708066617300 |
| 2012-10-01 | 40.386510531900100 |
| 2012-11-01 | 40.728624873330800 |
| 2012-12-01 | 40.584493551119100 |
| 2013-01-01 | 40.371801523763600 |
| 2013-02-01 | 40.648439647668205 |
| 2013-03-01 | 40.939352993516200 |
| 2013-04-01 | 40.798575132452605 |
| 2013-05-01 | 41.025671121645500 |
| 2013-06-01 | 41.122026560735300 |
| 2013-07-01 | 40.658714192739204 |
| 2013-08-01 | 40.630772000376890 |
| 2013-09-01 | 41.098486181389106 |
| 2013-10-01 | 41.762820569612710 |
| 2013-11-01 | 42.097522481375200 |
| 2013-12-01 | 41.720968983858900 |
| 2014-01-01 | 42.094192134631000 |
| 2014-02-01 | 42.437949406297200 |
| 2014-03-01 | 42.583381926919300 |
| 2014-04-01 | 43.162669921431710 |
| 2014-05-01 | 43.190729515549705 |
| 2014-06-01 | 43.024531829841800 |
| 2014-07-01 | 43.164260020276600 |
| 2014-08-01 | 43.213161469047700 |
| 2014-09-01 | 42.990101718521700 |
| 2014-10-01 | 43.303550674555700 |
| 2014-11-01 | 43.301120323523400 |
| 2014-12-01 | 43.187340804861094 |
| 2015-01-01 | 43.400531872543105 |
| 2015-02-01 | 41.838887146364300 |
| 2015-03-01 | 41.066798702796504 |
| 2015-04-01 | 40.242277358637200 |
| 2015-05-01 | 40.141374185124704 |
| 2015-06-01 | 38.954186921112700 |
| 2015-07-01 | 39.402508491390210 |
| 2015-08-01 | 38.729236145309100 |
| 2015-09-01 | 37.605145453541300 |
| 2015-10-01 | 38.236558058310500 |
| 2015-11-01 | 37.781037120024000 |
| 2015-12-01 | 38.244368354604504 |
| 2016-01-01 | 38.064439072330710 |
| 2016-02-01 | 37.586442077718500 |
| 2016-03-01 | 36.667364169342400 |
| 2016-04-01 | 37.267502431569206 |
| 2016-05-01 | 36.622495590326096 |
| 2016-06-01 | 36.524081458659204 |
| 2016-07-01 | 35.995930659296896 |
| 2016-08-01 | 35.780470966686700 |
| 2016-09-01 | 36.268756888204706 |
| 2016-10-01 | 36.167459680382294 |
| 2016-11-01 | 35.890909696795100 |
| 2016-12-01 | 36.314335594084000 |
| 2017-01-01 | 37.165311676192700 |
| 2017-02-01 | 37.570547834870794 |
| 2017-03-01 | 38.162988825818900 |
| 2017-04-01 | 38.729516354969000 |
| 2017-05-01 | 39.154878014721400 |
| 2017-06-01 | 39.401052063629800 |
| 2017-07-01 | 39.518763927663706 |
| 2017-08-01 | 39.876561434392200 |
| 2017-09-01 | 39.932757307697800 |
| 2017-10-01 | 39.973023662228900 |
| 2017-11-01 | 39.600676580573605 |
| 2017-12-01 | 40.176648110918606 |
| 2018-01-01 | 40.323801348559300 |
| 2018-02-01 | 40.686809034850200 |
| 2018-03-01 | 40.926108390181700 |
| 2018-04-01 | 40.768365662631204 |
| 2018-05-01 | 40.960686482619600 |
| 2018-06-01 | 41.846236728857996 |
| 2018-07-01 | 42.291878533044400 |
| 2018-08-01 | 42.630568939390900 |
| 2018-09-01 | 42.336965077085200 |
| 2018-10-01 | 41.908172468359396 |
| 2018-11-01 | 42.027821588227795 |
| 2018-12-01 | 41.830165247016500 |
| 2019-01-01 | 41.698457081613300 |
| 2019-02-01 | 41.909681460033900 |
| 2019-03-01 | 41.663506528185000 |
| 2019-04-01 | 41.842095343324900 |
| 2019-05-01 | 42.029040991788200 |
| 2019-06-01 | 42.062394715928605 |
| 2019-07-01 | 42.010019726094200 |
| 2019-08-01 | 41.978503570564000 |
| 2019-09-01 | 41.659257195248706 |
| 2019-10-01 | 41.414721375867800 |
| 2019-11-01 | 41.729629804217500 |
| 2019-12-01 | 41.496068665746705 |
| 2020-01-01 | 41.369533951136205 |
| 2020-02-01 | 41.016417288860396 |
| 2020-03-01 | 40.274722933702000 |
| 2020-04-01 | 32.521699583838000 |
| 2020-05-01 | 32.719505840492300 |
| 2020-06-01 | 34.623007453330004 |
| 2020-07-01 | 35.257248781420700 |
| 2020-08-01 | 36.557572016621500 |
| 2020-09-01 | 36.577707523080200 |
| 2020-10-01 | 37.677104301807000 |
| 2020-11-01 | 38.516713597963900 |
| 2020-12-01 | 39.269224060762300 |
| 2021-01-01 | 39.445249435251000 |
| 2021-02-01 | 38.414877758299106 |
| 2021-03-01 | 40.241310460103000 |
| 2021-04-01 | 40.528322240321600 |
| 2021-05-01 | 40.379819649823204 |
| 2021-06-01 | 40.354510823080700 |
| 2021-07-01 | 40.810641416527204 |
| 2021-08-01 | 40.956132602835600 |
| 2021-09-01 | 40.788197921650500 |
| 2021-10-01 | 42.656146389423400 |
| 2021-11-01 | 43.008618996313400 |
| 2021-12-01 | 43.980981515403100 |
| 2022-01-01 | 43.443284361588300 |
| 2022-02-01 | 43.523179237221000 |
| 2022-03-01 | 43.576723016319896 |
| 2022-04-01 | 43.982913386404896 |
| 2022-05-01 | 44.216455031504005 |
| 2022-06-01 | 43.719558964912300 |
| 2022-07-01 | 43.845383210168290 |
| 2022-08-01 | 43.741375888928600 |
| 2022-09-01 | 44.290159048893700 |
| 2022-10-01 | 43.946208855050900 |
| 2022-11-01 | 44.478817040121000 |
| 2022-12-01 | 43.907817448323094 |
| 2023-01-01 | 44.973273362909794 |
| 2023-02-01 | 44.347832661748290 |
| 2023-03-01 | 44.021243512925700 |
| 2023-04-01 | 44.083109994117900 |
| 2023-05-01 | 43.759939678703600 |
| 2023-06-01 | 43.408158289046796 |
| 2023-07-01 | 41.727794448876500 |
| 2023-08-01 | 42.321416326339396 |
| 2023-09-01 | 42.579696237398295 |
| 2023-10-01 | 42.611919520568290 |
| 2023-11-01 | 41.551765546059100 |
| 2023-12-01 | 41.755096426141400 |
| 2024-01-01 | 41.205304300411400 |
| 2024-02-01 | 41.597698119498500 |
| 2024-03-01 | 41.721845938174205 |
| 2024-04-01 | 41.348344599322600 |
| 2024-05-01 | 40.818343604031300 |
| 2024-06-01 | 40.623698171361600 |
| 2024-07-01 | 40.776474218788400 |
| 2024-08-01 | 40.729414228925500 |
