Table Data - All Employees: Professional and Business Services: Employment Services in Oklahoma City, OK (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | SMU40364206056130001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:48 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 | 7.47832987956000 |
| 1990-02-01 | 7.54043701620827 |
| 1990-03-01 | 7.54025069502400 |
| 1990-04-01 | 7.75317706871603 |
| 1990-05-01 | 7.70803052821419 |
| 1990-06-01 | 8.02386150425128 |
| 1990-07-01 | 7.96827999937149 |
| 1990-08-01 | 7.98994392077617 |
| 1990-09-01 | 8.81448575703328 |
| 1990-10-01 | 7.58290324149424 |
| 1990-11-01 | 8.22919989318909 |
| 1990-12-01 | 8.94697673989772 |
| 1991-01-01 | 8.00117611264875 |
| 1991-02-01 | 7.95933862253111 |
| 1991-03-01 | 7.86034248710299 |
| 1991-04-01 | 7.33357026856858 |
| 1991-05-01 | 7.28519968348411 |
| 1991-06-01 | 7.02470957115817 |
| 1991-07-01 | 6.76550700662048 |
| 1991-08-01 | 7.10012262474926 |
| 1991-09-01 | 6.28886988961621 |
| 1991-10-01 | 6.79140844260929 |
| 1991-11-01 | 7.03826321839218 |
| 1991-12-01 | 6.83535452075884 |
| 1992-01-01 | 7.12146442800885 |
| 1992-02-01 | 7.07967225704780 |
| 1992-03-01 | 7.25955829088659 |
| 1992-04-01 | 7.32818338782106 |
| 1992-05-01 | 7.34529498052357 |
| 1992-06-01 | 6.84584836696206 |
| 1992-07-01 | 7.86675384945873 |
| 1992-08-01 | 7.80586888685293 |
| 1992-09-01 | 7.75650572696808 |
| 1992-10-01 | 7.80909144290369 |
| 1992-11-01 | 7.73908861116373 |
| 1992-12-01 | 7.94112584379763 |
| 1993-01-01 | 8.12773275374906 |
| 1993-02-01 | 8.28816296929568 |
| 1993-03-01 | 7.95095459427811 |
| 1993-04-01 | 8.53265516391531 |
| 1993-05-01 | 8.62658344866074 |
| 1993-06-01 | 8.66686214651707 |
| 1993-07-01 | 8.58295769886663 |
| 1993-08-01 | 8.09920049675430 |
| 1993-09-01 | 8.09081419677375 |
| 1993-10-01 | 8.41589734337074 |
| 1993-11-01 | 8.16095719755128 |
| 1993-12-01 | 8.25885640704732 |
| 1994-01-01 | 7.43960451596414 |
| 1994-02-01 | 7.59092850380056 |
| 1994-03-01 | 7.75224718400034 |
| 1994-04-01 | 8.24284405727747 |
| 1994-05-01 | 8.29122247685861 |
| 1994-06-01 | 8.36418926013472 |
| 1994-07-01 | 8.61554791736458 |
| 1994-08-01 | 8.81196932641453 |
| 1994-09-01 | 9.22398960275604 |
| 1994-10-01 | 8.79402007048542 |
| 1994-11-01 | 9.08618835632490 |
| 1994-12-01 | 9.35382819283175 |
| 1995-01-01 | 9.66454958045660 |
| 1995-02-01 | 10.20875552981490 |
| 1995-03-01 | 9.97253714965021 |
| 1995-04-01 | 9.56955273890321 |
| 1995-05-01 | 9.76727283123259 |
| 1995-06-01 | 9.66259327173900 |
| 1995-07-01 | 9.94562816982299 |
| 1995-08-01 | 10.18355862991150 |
| 1995-09-01 | 10.39893363158720 |
| 1995-10-01 | 10.87047399462810 |
| 1995-11-01 | 11.64815967987340 |
| 1995-12-01 | 11.56518568514660 |
| 1996-01-01 | 12.41367597238530 |
| 1996-02-01 | 12.62595185969930 |
| 1996-03-01 | 12.57047918566430 |
| 1996-04-01 | 11.62540604202550 |
| 1996-05-01 | 12.35545515397150 |
| 1996-06-01 | 12.75597502798180 |
| 1996-07-01 | 12.57049287376600 |
| 1996-08-01 | 13.03013991368720 |
| 1996-09-01 | 12.98940736623220 |
| 1996-10-01 | 13.21942121008710 |
| 1996-11-01 | 13.05792907496460 |
| 1996-12-01 | 13.06781574644430 |
| 1997-01-01 | 13.10052093602820 |
| 1997-02-01 | 13.28331195842840 |
| 1997-03-01 | 13.48759085147670 |
| 1997-04-01 | 14.31678097140160 |
| 1997-05-01 | 14.76956787839190 |
| 1997-06-01 | 14.64476732519930 |
| 1997-07-01 | 14.53386995269680 |
| 1997-08-01 | 14.23235641073280 |
| 1997-09-01 | 14.55324626713030 |
| 1997-10-01 | 14.65922171014260 |
| 1997-11-01 | 14.56813039921610 |
| 1997-12-01 | 15.28380021515090 |
| 1998-01-01 | 15.32377259769480 |
| 1998-02-01 | 15.39148706169190 |
| 1998-03-01 | 15.54520872497740 |
| 1998-04-01 | 15.66565970907780 |
| 1998-05-01 | 16.17416301320000 |
| 1998-06-01 | 15.98845844419070 |
| 1998-07-01 | 17.17729195417460 |
| 1998-08-01 | 16.87015165896960 |
| 1998-09-01 | 17.05049082124730 |
| 1998-10-01 | 16.88452749135050 |
| 1998-11-01 | 16.95688221631350 |
| 1998-12-01 | 17.16519870330350 |
| 1999-01-01 | 17.75935090826130 |
| 1999-02-01 | 18.32731897580680 |
| 1999-03-01 | 18.51774957076650 |
| 1999-04-01 | 18.29647398071470 |
| 1999-05-01 | 17.97288704621620 |
| 1999-06-01 | 18.56675476558940 |
| 1999-07-01 | 18.50028000019020 |
| 1999-08-01 | 18.88361000983350 |
| 1999-09-01 | 18.83873797432760 |
| 1999-10-01 | 19.37017961575060 |
| 1999-11-01 | 19.73672491006210 |
| 1999-12-01 | 19.96206441124030 |
| 2000-01-01 | 18.87980814541390 |
| 2000-02-01 | 18.84148978151850 |
| 2000-03-01 | 19.07479429181510 |
| 2000-04-01 | 18.89865933242180 |
| 2000-05-01 | 19.35328784587000 |
| 2000-06-01 | 19.44232559729070 |
| 2000-07-01 | 19.84023537796990 |
| 2000-08-01 | 19.42427212522930 |
| 2000-09-01 | 19.52297519342470 |
| 2000-10-01 | 19.16482355071960 |
| 2000-11-01 | 19.09078672177920 |
| 2000-12-01 | 18.96071273966750 |
| 2001-01-01 | 19.14301547884090 |
| 2001-02-01 | 18.92167124206070 |
| 2001-03-01 | 19.03704485840750 |
| 2001-04-01 | 19.60533015309660 |
| 2001-05-01 | 19.40784518395720 |
| 2001-06-01 | 20.03262047062470 |
| 2001-07-01 | 19.45191610612380 |
| 2001-08-01 | 19.78101870455730 |
| 2001-09-01 | 20.16061069415500 |
| 2001-10-01 | 18.38081079150670 |
| 2001-11-01 | 18.16400393372270 |
| 2001-12-01 | 18.49395508232170 |
| 2002-01-01 | 17.96193642820310 |
| 2002-02-01 | 18.76976814282140 |
| 2002-03-01 | 19.00646408441250 |
| 2002-04-01 | 18.57019519976740 |
| 2002-05-01 | 18.13676782017690 |
| 2002-06-01 | 17.77114456335180 |
| 2002-07-01 | 15.59091546434290 |
| 2002-08-01 | 15.67647546450320 |
| 2002-09-01 | 15.56333691736440 |
| 2002-10-01 | 14.92110446606220 |
| 2002-11-01 | 15.18403310677890 |
| 2002-12-01 | 14.82326039980220 |
| 2003-01-01 | 13.92242988400420 |
| 2003-02-01 | 13.76521309731590 |
| 2003-03-01 | 13.42803391769280 |
| 2003-04-01 | 13.15761326938840 |
| 2003-05-01 | 13.38105015565440 |
| 2003-06-01 | 12.92657679318710 |
| 2003-07-01 | 13.01730527096590 |
| 2003-08-01 | 12.96765340012150 |
| 2003-09-01 | 12.76090675669620 |
| 2003-10-01 | 13.31404950488650 |
| 2003-11-01 | 13.32614551820490 |
| 2003-12-01 | 13.77660627331200 |
| 2004-01-01 | 14.66124298746790 |
| 2004-02-01 | 14.70749318310790 |
| 2004-03-01 | 14.99720332123660 |
| 2004-04-01 | 16.25283244045960 |
| 2004-05-01 | 16.05054191920720 |
| 2004-06-01 | 15.56805451538200 |
| 2004-07-01 | 16.80197550607950 |
| 2004-08-01 | 16.48695108356770 |
| 2004-09-01 | 16.55358224900720 |
| 2004-10-01 | 16.99758204894800 |
| 2004-11-01 | 16.75910497310950 |
| 2004-12-01 | 16.40384738338290 |
| 2005-01-01 | 15.88518777864020 |
| 2005-02-01 | 16.33711422945170 |
| 2005-03-01 | 16.23802373601300 |
| 2005-04-01 | 18.26565997289300 |
| 2005-05-01 | 18.14655391023170 |
| 2005-06-01 | 18.45248442843920 |
| 2005-07-01 | 18.20311441053260 |
| 2005-08-01 | 18.45226028778900 |
| 2005-09-01 | 18.29082566891740 |
| 2005-10-01 | 18.15542176947520 |
| 2005-11-01 | 18.46916862629730 |
| 2005-12-01 | 18.49922020920420 |
| 2006-01-01 | 18.41732359188890 |
| 2006-02-01 | 18.25794388672120 |
| 2006-03-01 | 18.28300410840260 |
| 2006-04-01 | 17.86485078855860 |
| 2006-05-01 | 17.67897439863970 |
| 2006-06-01 | 17.86983056735270 |
| 2006-07-01 | 17.67000775113450 |
| 2006-08-01 | 17.73774678668200 |
| 2006-09-01 | 17.08242647279640 |
| 2006-10-01 | 16.77224590536320 |
| 2006-11-01 | 16.67623801037660 |
| 2006-12-01 | 16.65204286134100 |
| 2007-01-01 | 17.33929744503710 |
| 2007-02-01 | 17.56337576984810 |
| 2007-03-01 | 17.82717014831010 |
| 2007-04-01 | 18.07155771864050 |
| 2007-05-01 | 18.24638932869480 |
| 2007-06-01 | 18.26829786994000 |
| 2007-07-01 | 17.93623975192740 |
| 2007-08-01 | 18.20500172439170 |
| 2007-09-01 | 18.48677671276120 |
| 2007-10-01 | 18.13643527973600 |
| 2007-11-01 | 18.15009923225840 |
| 2007-12-01 | 17.87003804724800 |
| 2008-01-01 | 17.37805135250320 |
| 2008-02-01 | 17.19512772186830 |
| 2008-03-01 | 17.01996903211760 |
| 2008-04-01 | 16.76118376801060 |
| 2008-05-01 | 16.67606306921370 |
| 2008-06-01 | 16.28935311437200 |
| 2008-07-01 | 16.10780350901910 |
| 2008-08-01 | 15.85126310123750 |
| 2008-09-01 | 16.04893236428610 |
| 2008-10-01 | 15.77835653258910 |
| 2008-11-01 | 15.61482922491480 |
| 2008-12-01 | 15.48698994869110 |
| 2009-01-01 | 14.69604524491860 |
| 2009-02-01 | 14.44067496911660 |
| 2009-03-01 | 13.93297222051810 |
| 2009-04-01 | 13.44340355891490 |
| 2009-05-01 | 12.89316901709160 |
| 2009-06-01 | 12.78798093181640 |
| 2009-07-01 | 12.76421646647250 |
| 2009-08-01 | 12.48808168647430 |
| 2009-09-01 | 12.68359341197200 |
| 2009-10-01 | 12.51109115164340 |
| 2009-11-01 | 12.25806976342310 |
| 2009-12-01 | 12.40137076357920 |
| 2010-01-01 | 13.03708305297560 |
| 2010-02-01 | 13.10992132945330 |
| 2010-03-01 | 13.14838677309160 |
| 2010-04-01 | 13.19833786075440 |
| 2010-05-01 | 13.39015185115970 |
| 2010-06-01 | 13.53324921175780 |
| 2010-07-01 | 14.23414669914480 |
| 2010-08-01 | 14.51106055058790 |
| 2010-09-01 | 14.36326442130560 |
| 2010-10-01 | 14.88384934869500 |
| 2010-11-01 | 14.71474415477100 |
| 2010-12-01 | 14.62365287741320 |
| 2011-01-01 | 14.35732157495070 |
| 2011-02-01 | 14.07432144397430 |
| 2011-03-01 | 14.03093043437080 |
| 2011-04-01 | 14.46171561621000 |
| 2011-05-01 | 14.59095522717740 |
| 2011-06-01 | 14.35591232626000 |
| 2011-07-01 | 14.29777830972260 |
| 2011-08-01 | 14.33897308344040 |
| 2011-09-01 | 14.05985277879670 |
| 2011-10-01 | 13.97306533520470 |
| 2011-11-01 | 13.67685912164680 |
| 2011-12-01 | 14.13204756970340 |
| 2012-01-01 | 14.46425500405880 |
| 2012-02-01 | 14.55687657448670 |
| 2012-03-01 | 14.52800584563780 |
| 2012-04-01 | 14.32452617168580 |
| 2012-05-01 | 14.15941960983800 |
| 2012-06-01 | 14.58542003900160 |
| 2012-07-01 | 14.15012414663070 |
| 2012-08-01 | 14.18640488571490 |
| 2012-09-01 | 14.22925011288390 |
| 2012-10-01 | 14.08860928783710 |
| 2012-11-01 | 14.35831920968800 |
| 2012-12-01 | 14.33956554079800 |
| 2013-01-01 | 14.04378987995430 |
| 2013-02-01 | 14.41343546105830 |
| 2013-03-01 | 14.72491440025860 |
| 2013-04-01 | 14.81762832570900 |
| 2013-05-01 | 14.86060173533810 |
| 2013-06-01 | 15.41595180155410 |
| 2013-07-01 | 14.69596622303000 |
| 2013-08-01 | 14.46408632711060 |
| 2013-09-01 | 14.62247827608430 |
| 2013-10-01 | 15.17933171267440 |
| 2013-11-01 | 15.64784780045580 |
| 2013-12-01 | 15.24316923327020 |
| 2014-01-01 | 15.24106523319330 |
| 2014-02-01 | 15.28565173024330 |
| 2014-03-01 | 15.44644029950320 |
| 2014-04-01 | 15.42284807729880 |
| 2014-05-01 | 15.48024546721300 |
| 2014-06-01 | 15.37009820188280 |
| 2014-07-01 | 15.49644745131290 |
| 2014-08-01 | 15.52809872821400 |
| 2014-09-01 | 15.64943936674240 |
| 2014-10-01 | 15.64274523977710 |
| 2014-11-01 | 16.16866973952850 |
| 2014-12-01 | 15.58819754514990 |
| 2015-01-01 | 15.55202498817660 |
| 2015-02-01 | 15.05628854068570 |
| 2015-03-01 | 14.68034448804880 |
| 2015-04-01 | 14.43262535694850 |
| 2015-05-01 | 14.54388583969610 |
| 2015-06-01 | 14.11515485018590 |
| 2015-07-01 | 14.47741738726100 |
| 2015-08-01 | 14.17794606128640 |
| 2015-09-01 | 13.82294622623870 |
| 2015-10-01 | 13.77074983496380 |
| 2015-11-01 | 13.76720040247170 |
| 2015-12-01 | 13.85570429167950 |
| 2016-01-01 | 13.81385790222840 |
| 2016-02-01 | 13.67633500335950 |
| 2016-03-01 | 13.24096630064450 |
| 2016-04-01 | 13.03766227524020 |
| 2016-05-01 | 12.69541723641610 |
| 2016-06-01 | 12.65391628894430 |
| 2016-07-01 | 12.03216478811920 |
| 2016-08-01 | 11.89766762894360 |
| 2016-09-01 | 12.07143550206670 |
| 2016-10-01 | 11.81540961475900 |
| 2016-11-01 | 11.44840164019750 |
| 2016-12-01 | 11.34285818883860 |
| 2017-01-01 | 11.73735280149580 |
| 2017-02-01 | 11.78026442483810 |
| 2017-03-01 | 12.08710012769640 |
| 2017-04-01 | 12.33803956777440 |
| 2017-05-01 | 12.56548967206960 |
| 2017-06-01 | 12.64987838166890 |
| 2017-07-01 | 13.11819492081990 |
| 2017-08-01 | 13.23986316168190 |
| 2017-09-01 | 13.29732455827170 |
| 2017-10-01 | 13.35865505607980 |
| 2017-11-01 | 13.39562203571540 |
| 2017-12-01 | 13.53336884758700 |
| 2018-01-01 | 13.71157617852750 |
| 2018-02-01 | 13.90181417404330 |
| 2018-03-01 | 14.08269761082580 |
| 2018-04-01 | 14.41659074605170 |
| 2018-05-01 | 14.39644852595360 |
| 2018-06-01 | 14.89083929094790 |
| 2018-07-01 | 14.82095540888220 |
| 2018-08-01 | 15.00197157311960 |
| 2018-09-01 | 15.06148926621720 |
| 2018-10-01 | 15.30440341240930 |
| 2018-11-01 | 15.52003555472720 |
| 2018-12-01 | 15.50903813389810 |
| 2019-01-01 | 15.59265421273850 |
| 2019-02-01 | 15.49692588496090 |
| 2019-03-01 | 15.64533172786640 |
| 2019-04-01 | 15.67548760355420 |
| 2019-05-01 | 15.78016310880720 |
| 2019-06-01 | 15.95772976636140 |
| 2019-07-01 | 15.98714286864380 |
| 2019-08-01 | 16.12893513462030 |
| 2019-09-01 | 16.13925521442470 |
| 2019-10-01 | 15.86678207950920 |
| 2019-11-01 | 15.82841809318220 |
| 2019-12-01 | 15.79128440826670 |
| 2020-01-01 | 15.42003504509210 |
| 2020-02-01 | 15.65728225762380 |
| 2020-03-01 | 14.87337391916900 |
| 2020-04-01 | 12.00091441779300 |
| 2020-05-01 | 12.12493108135990 |
| 2020-06-01 | 13.29173133713750 |
| 2020-07-01 | 13.60193523515640 |
| 2020-08-01 | 14.17856007911430 |
| 2020-09-01 | 13.93935588142190 |
| 2020-10-01 | 14.15922569899980 |
| 2020-11-01 | 14.34310207571650 |
| 2020-12-01 | 14.58670670985600 |
| 2021-01-01 | 14.60852753126630 |
| 2021-02-01 | 14.45440383469940 |
| 2021-03-01 | 15.08422484395710 |
| 2021-04-01 | 15.00221706989620 |
| 2021-05-01 | 15.04942739946960 |
| 2021-06-01 | 14.91757695829450 |
| 2021-07-01 | 15.27847133748200 |
| 2021-08-01 | 15.14374356887950 |
| 2021-09-01 | 14.94611446951670 |
| 2021-10-01 | 15.58741199885340 |
| 2021-11-01 | 15.38149948790620 |
| 2021-12-01 | 15.49457911612670 |
| 2022-01-01 | 15.36153121543400 |
| 2022-02-01 | 15.25724519721190 |
| 2022-03-01 | 15.26124713371460 |
| 2022-04-01 | 15.26666402375110 |
| 2022-05-01 | 15.66920098439300 |
| 2022-06-01 | 15.45203605973810 |
| 2022-07-01 | 15.35474255098200 |
| 2022-08-01 | 15.28066631703980 |
| 2022-09-01 | 15.78062813498440 |
| 2022-10-01 | 15.52836254570770 |
| 2022-11-01 | 15.54881136674690 |
| 2022-12-01 | 15.20456600577630 |
| 2023-01-01 | 16.09371260404970 |
| 2023-02-01 | 15.77083392968920 |
| 2023-03-01 | 15.17076040224640 |
| 2023-04-01 | 15.25483740036720 |
| 2023-05-01 | 14.70793972001550 |
| 2023-06-01 | 14.51487984980610 |
| 2023-07-01 | 14.39706075849490 |
| 2023-08-01 | 14.57304682776620 |
| 2023-09-01 | 15.21087424162260 |
| 2023-10-01 | 14.69334039087580 |
| 2023-11-01 | 14.74631708653180 |
| 2023-12-01 | 14.41521962397680 |
| 2024-01-01 | 14.52282494363330 |
| 2024-02-01 | 14.61673643622530 |
| 2024-03-01 | 14.50973054858110 |
| 2024-04-01 | 14.26712690341910 |
| 2024-05-01 | 14.19044883545980 |
| 2024-06-01 | 13.93228498867710 |
| 2024-07-01 | 13.67613205865630 |
| 2024-08-01 | 13.81097192173360 |
| 2024-09-01 | 13.63867831941270 |
| 2024-10-01 | 13.54463512645550 |
| 2024-11-01 | 13.86102365453200 |
| 2024-12-01 | 14.12398539033080 |
| 2025-01-01 | 13.87359082386370 |
| 2025-02-01 | 13.88339189420870 |
| 2025-03-01 | 14.19132990214790 |
| 2025-04-01 | 14.34155583100070 |
| 2025-05-01 | 14.09705099685130 |
| 2025-06-01 | 13.79836191905170 |
| 2025-07-01 | 13.28929576812830 |
| 2025-08-01 | 13.50835326614580 |
| 2025-09-01 | 13.46125677897550 |
| 2025-10-01 | 13.49397803846790 |
| 2025-11-01 | 13.28629295889060 |
| 2025-12-01 | 13.31639932555750 |
| 2026-01-01 | 13.45202512783420 |
| 2026-02-01 | 13.29006001394030 |
| 2026-03-01 | 13.17879210223550 |
| 2026-04-01 | 13.33424950900450 |
| 2026-05-01 | 13.40862425137880 |
| 2026-06-01 | 13.86601148627830 |
| 2026-07-01 | 14.06252953790330 |