Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oklahoma
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| Title | All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oklahoma |
|---|---|
| Series ID | SMU40000006054130001SA |
| 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 2024-05-01 |
| Last Updated | 2024-06-26 4:48 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 | 7.9207537310390310 |
| 1990-02-01 | 7.8893581568059800 |
| 1990-03-01 | 7.8014975556805800 |
| 1990-04-01 | 7.8433116864831310 |
| 1990-05-01 | 7.9091884238301300 |
| 1990-06-01 | 8.0517314488136900 |
| 1990-07-01 | 8.0515389777971790 |
| 1990-08-01 | 8.1553647476828000 |
| 1990-09-01 | 8.2709902308743000 |
| 1990-10-01 | 8.0177847120739500 |
| 1990-11-01 | 7.9131084875214500 |
| 1990-12-01 | 7.8779410496640900 |
| 1991-01-01 | 7.6214974261095300 |
| 1991-02-01 | 7.4900864622243890 |
| 1991-03-01 | 7.3952861460490595 |
| 1991-04-01 | 7.5430788901070600 |
| 1991-05-01 | 7.6036983680426110 |
| 1991-06-01 | 7.5545494284669100 |
| 1991-07-01 | 7.5494459813203100 |
| 1991-08-01 | 7.5596573370093290 |
| 1991-09-01 | 7.5768906877249410 |
| 1991-10-01 | 7.5176625916347000 |
| 1991-11-01 | 7.6179015916816400 |
| 1991-12-01 | 7.5806315016946790 |
| 1992-01-01 | 7.7196014557535100 |
| 1992-02-01 | 7.7891924111707810 |
| 1992-03-01 | 7.7873331229168200 |
| 1992-04-01 | 7.7336638811256400 |
| 1992-05-01 | 7.5939603740774295 |
| 1992-06-01 | 7.5576158696295295 |
| 1992-07-01 | 7.6532606292405400 |
| 1992-08-01 | 7.6709192897565694 |
| 1992-09-01 | 7.7874705275324300 |
| 1992-10-01 | 8.0152787747917810 |
| 1992-11-01 | 7.9279138764276300 |
| 1992-12-01 | 7.9875931226245700 |
| 1993-01-01 | 8.0108155821455500 |
| 1993-02-01 | 8.0762086138865200 |
| 1993-03-01 | 8.1797948325512300 |
| 1993-04-01 | 8.2218690336006600 |
| 1993-05-01 | 8.2885027237678200 |
| 1993-06-01 | 8.4591506247442300 |
| 1993-07-01 | 8.2609955256010110 |
| 1993-08-01 | 8.0866162814343800 |
| 1993-09-01 | 8.0944654701958890 |
| 1993-10-01 | 8.1082176996494900 |
| 1993-11-01 | 8.0435308846417900 |
| 1993-12-01 | 8.1002364495888100 |
| 1994-01-01 | 7.9943463409589600 |
| 1994-02-01 | 7.9645992669936600 |
| 1994-03-01 | 8.0817285966325700 |
| 1994-04-01 | 7.9067664924440800 |
| 1994-05-01 | 7.9774502204189800 |
| 1994-06-01 | 7.9549207580508400 |
| 1994-07-01 | 8.0711660288900690 |
| 1994-08-01 | 8.0953961496316200 |
| 1994-09-01 | 8.1029567445810700 |
| 1994-10-01 | 8.1055825098304410 |
| 1994-11-01 | 8.1656999984677510 |
| 1994-12-01 | 8.1134176916603600 |
| 1995-01-01 | 8.2764533887994700 |
| 1995-02-01 | 8.1553550578865300 |
| 1995-03-01 | 8.0845033790826000 |
| 1995-04-01 | 8.1912830656525600 |
| 1995-05-01 | 8.1656751818287500 |
| 1995-06-01 | 8.2476250781285500 |
| 1995-07-01 | 8.1781617462833620 |
| 1995-08-01 | 8.2964175000535500 |
| 1995-09-01 | 8.3123062449793400 |
| 1995-10-01 | 8.4100743841288500 |
| 1995-11-01 | 8.3885135075957700 |
| 1995-12-01 | 8.4237416546650100 |
| 1996-01-01 | 8.2578985377407600 |
| 1996-02-01 | 8.4539988625223300 |
| 1996-03-01 | 8.3971260521745100 |
| 1996-04-01 | 8.3721249039593300 |
| 1996-05-01 | 8.3416580284260000 |
| 1996-06-01 | 8.3362737007958200 |
| 1996-07-01 | 8.2939912338182000 |
| 1996-08-01 | 8.1912584373102700 |
| 1996-09-01 | 8.3279002951816000 |
| 1996-10-01 | 8.3198082086433000 |
| 1996-11-01 | 8.3084152730293800 |
| 1996-12-01 | 8.3230791182143800 |
| 1997-01-01 | 8.5476906209317900 |
| 1997-02-01 | 8.5500387308903000 |
| 1997-03-01 | 8.5946785062823000 |
| 1997-04-01 | 8.6607452325986800 |
| 1997-05-01 | 8.7223528635613100 |
| 1997-06-01 | 8.8337777026117600 |
| 1997-07-01 | 9.2049696192255100 |
| 1997-08-01 | 9.1995286681038400 |
| 1997-09-01 | 9.2434345213246710 |
| 1997-10-01 | 9.1280039042585380 |
| 1997-11-01 | 9.3155301587686500 |
| 1997-12-01 | 9.3138478760578390 |
| 1998-01-01 | 9.3345153015602300 |
| 1998-02-01 | 9.3470553375639200 |
| 1998-03-01 | 9.4889753857987500 |
| 1998-04-01 | 9.5602904024872200 |
| 1998-05-01 | 9.8092422439400500 |
| 1998-06-01 | 9.7359313508599710 |
| 1998-07-01 | 9.4152476367940300 |
| 1998-08-01 | 9.1103666957954700 |
| 1998-09-01 | 9.1610322087260610 |
| 1998-10-01 | 9.1368209457708600 |
| 1998-11-01 | 9.1124139214701400 |
| 1998-12-01 | 9.1883954611892400 |
| 1999-01-01 | 9.7292523256549490 |
| 1999-02-01 | 9.7456706505987700 |
| 1999-03-01 | 9.6713091603185200 |
| 1999-04-01 | 9.9688199475371810 |
| 1999-05-01 | 9.9051914982628100 |
| 1999-06-01 | 9.8430814930447800 |
| 1999-07-01 | 9.7205437519037310 |
| 1999-08-01 | 9.8265467496371510 |
| 1999-09-01 | 9.7746102802072300 |
| 1999-10-01 | 9.8525055101107900 |
| 1999-11-01 | 9.8059546733087690 |
| 1999-12-01 | 9.8692799373629490 |
| 2000-01-01 | 9.8127952088898490 |
| 2000-02-01 | 9.8298936509709800 |
| 2000-03-01 | 9.8540910797529700 |
| 2000-04-01 | 9.6744983414516400 |
| 2000-05-01 | 9.8118635849654300 |
| 2000-06-01 | 9.8540938021019600 |
| 2000-07-01 | 10.0386855885136000 |
| 2000-08-01 | 10.0401809195867000 |
| 2000-09-01 | 10.1791558628544010 |
| 2000-10-01 | 10.2663547810327000 |
| 2000-11-01 | 10.3052683122541000 |
| 2000-12-01 | 10.3523894995287000 |
| 2001-01-01 | 9.8973986889235500 |
| 2001-02-01 | 9.9049726728962890 |
| 2001-03-01 | 10.0258211749732000 |
| 2001-04-01 | 9.9786795077193800 |
| 2001-05-01 | 9.9291679052501700 |
| 2001-06-01 | 9.9752670277494100 |
| 2001-07-01 | 9.9533338242678810 |
| 2001-08-01 | 9.8557338975961080 |
| 2001-09-01 | 9.8778155303088010 |
| 2001-10-01 | 9.8769797307893690 |
| 2001-11-01 | 9.9028561838352600 |
| 2001-12-01 | 9.9479628852754400 |
| 2002-01-01 | 9.8797494731917200 |
| 2002-02-01 | 9.8762024536660100 |
| 2002-03-01 | 9.9051293171211100 |
| 2002-04-01 | 9.7718192860253300 |
| 2002-05-01 | 10.0505109807551000 |
| 2002-06-01 | 10.0995456511341000 |
| 2002-07-01 | 10.0629970821203010 |
| 2002-08-01 | 10.1646860102416990 |
| 2002-09-01 | 10.1744999401334000 |
| 2002-10-01 | 10.0849295644188000 |
| 2002-11-01 | 10.2079421110399000 |
| 2002-12-01 | 10.2431644175281990 |
| 2003-01-01 | 10.4719138988780000 |
| 2003-02-01 | 10.5540224011405000 |
| 2003-03-01 | 10.5903315888386000 |
| 2003-04-01 | 10.5591335343535000 |
| 2003-05-01 | 10.4672738902718000 |
| 2003-06-01 | 10.4176672512516980 |
| 2003-07-01 | 10.3628316593868010 |
| 2003-08-01 | 10.3658695319559000 |
| 2003-09-01 | 10.3838895662840000 |
| 2003-10-01 | 10.2907522590424000 |
| 2003-11-01 | 10.2097092973916000 |
| 2003-12-01 | 10.2394641661708010 |
| 2004-01-01 | 10.2723911721818000 |
| 2004-02-01 | 10.2325009802091990 |
| 2004-03-01 | 10.2946263169801000 |
| 2004-04-01 | 10.2468844947001000 |
| 2004-05-01 | 10.2758034056971980 |
| 2004-06-01 | 10.2224283803110990 |
| 2004-07-01 | 10.3564841996706000 |
| 2004-08-01 | 10.4680331360038000 |
| 2004-09-01 | 10.4974588364519000 |
| 2004-10-01 | 10.7951627465331010 |
| 2004-11-01 | 10.8122637869137000 |
| 2004-12-01 | 10.7277505704132000 |
| 2005-01-01 | 10.6709225485245000 |
| 2005-02-01 | 10.7153844590820990 |
| 2005-03-01 | 10.7041355970873010 |
| 2005-04-01 | 10.8531763577375990 |
| 2005-05-01 | 10.8853015442117000 |
| 2005-06-01 | 10.9239940395192000 |
| 2005-07-01 | 11.0443134962353000 |
| 2005-08-01 | 11.0683814371680000 |
| 2005-09-01 | 11.2110388397097000 |
| 2005-10-01 | 11.2977949276286990 |
| 2005-11-01 | 11.2992514505336000 |
| 2005-12-01 | 11.2090416661796000 |
| 2006-01-01 | 11.5702248141868010 |
| 2006-02-01 | 11.7124031734707000 |
| 2006-03-01 | 11.8190792875055000 |
| 2006-04-01 | 11.8681016747400000 |
| 2006-05-01 | 11.8935855466856000 |
| 2006-06-01 | 12.2185707873635000 |
| 2006-07-01 | 12.0293827298993020 |
| 2006-08-01 | 12.0745898045860010 |
| 2006-09-01 | 12.0144447891028000 |
| 2006-10-01 | 12.3026527537124010 |
| 2006-11-01 | 12.1991171955804010 |
| 2006-12-01 | 12.1846000281828000 |
| 2007-01-01 | 12.1607637644544010 |
| 2007-02-01 | 12.3163401309379000 |
| 2007-03-01 | 12.3296466480610980 |
| 2007-04-01 | 12.4863055029253010 |
| 2007-05-01 | 12.5975518785391000 |
| 2007-06-01 | 12.7073315147021010 |
| 2007-07-01 | 12.7266698338593010 |
| 2007-08-01 | 12.6789817765452000 |
| 2007-09-01 | 12.4133936067535000 |
| 2007-10-01 | 12.6063866983256980 |
| 2007-11-01 | 12.7000784450205000 |
| 2007-12-01 | 12.6706322629360990 |
| 2008-01-01 | 12.7501849416431000 |
| 2008-02-01 | 12.7262376790794020 |
| 2008-03-01 | 12.6373509102885980 |
| 2008-04-01 | 12.4928980909871000 |
| 2008-05-01 | 12.5917436492470000 |
| 2008-06-01 | 12.6021941217541990 |
| 2008-07-01 | 12.6284818525006980 |
| 2008-08-01 | 12.6837896881840000 |
| 2008-09-01 | 12.7033888865389990 |
| 2008-10-01 | 12.6027699358430000 |
| 2008-11-01 | 12.6189178937127000 |
| 2008-12-01 | 12.5701985073503020 |
| 2009-01-01 | 12.4417462138633000 |
| 2009-02-01 | 12.2311877987304990 |
| 2009-03-01 | 12.2344816083023000 |
| 2009-04-01 | 11.9932442812847000 |
| 2009-05-01 | 11.8859586739180990 |
| 2009-06-01 | 11.6992456547644000 |
| 2009-07-01 | 11.7446381051990020 |
| 2009-08-01 | 11.6839940877916000 |
| 2009-09-01 | 11.6855795027929000 |
| 2009-10-01 | 11.6900666906201990 |
| 2009-11-01 | 11.6268238155672000 |
| 2009-12-01 | 11.7812654132045010 |
| 2010-01-01 | 11.7455387477105000 |
| 2010-02-01 | 11.7436109272066000 |
| 2010-03-01 | 11.7359264078789000 |
| 2010-04-01 | 11.7827122474417000 |
| 2010-05-01 | 11.7774752491773000 |
| 2010-06-01 | 11.8017945967802000 |
| 2010-07-01 | 11.6616704087716980 |
| 2010-08-01 | 11.5801544687129000 |
| 2010-09-01 | 11.4590970897076990 |
| 2010-10-01 | 11.5681030925951980 |
| 2010-11-01 | 11.7358287649464010 |
| 2010-12-01 | 11.5040650951325020 |
| 2011-01-01 | 11.5560741453842000 |
| 2011-02-01 | 11.3544196431823020 |
| 2011-03-01 | 11.5363931909569000 |
| 2011-04-01 | 11.6759981665671000 |
| 2011-05-01 | 11.7731645120865980 |
| 2011-06-01 | 11.5952033440023020 |
| 2011-07-01 | 11.7755020183847000 |
| 2011-08-01 | 11.7781924100683000 |
| 2011-09-01 | 11.7431185766795000 |
| 2011-10-01 | 11.8461090583778000 |
| 2011-11-01 | 11.7237672271605980 |
| 2011-12-01 | 11.5260961421596000 |
| 2012-01-01 | 11.8676559356489020 |
| 2012-02-01 | 12.0644922327530000 |
| 2012-03-01 | 12.1466033109044000 |
| 2012-04-01 | 12.0724593407559020 |
| 2012-05-01 | 12.0766267047714000 |
| 2012-06-01 | 12.1994667276935010 |
| 2012-07-01 | 12.0695586318942000 |
| 2012-08-01 | 12.1725563464550000 |
| 2012-09-01 | 12.2357052447103000 |
| 2012-10-01 | 12.1243218321451990 |
| 2012-11-01 | 12.2085684371917000 |
| 2012-12-01 | 12.1418343373301990 |
| 2013-01-01 | 12.1772968692196990 |
| 2013-02-01 | 12.1659772477967000 |
| 2013-03-01 | 12.1619167296851990 |
| 2013-04-01 | 12.2800438535588000 |
| 2013-05-01 | 12.2912613256639000 |
| 2013-06-01 | 12.2984373944114990 |
| 2013-07-01 | 12.2505574652788030 |
| 2013-08-01 | 12.3679327643464990 |
| 2013-09-01 | 12.4348029580070000 |
| 2013-10-01 | 12.3185278652969000 |
| 2013-11-01 | 12.2772558391308000 |
| 2013-12-01 | 12.1493850447881990 |
| 2014-01-01 | 12.1821509470869000 |
| 2014-02-01 | 12.0740368383560990 |
| 2014-03-01 | 12.1872198865688010 |
| 2014-04-01 | 12.0820621482524010 |
| 2014-05-01 | 12.2100525812980990 |
| 2014-06-01 | 12.2017423104519020 |
| 2014-07-01 | 12.2173940969769000 |
| 2014-08-01 | 12.1567413168271000 |
| 2014-09-01 | 12.1350940313333010 |
| 2014-10-01 | 12.3237124586812000 |
| 2014-11-01 | 12.3555304990629010 |
| 2014-12-01 | 12.5556104981504000 |
| 2015-01-01 | 12.6908530485091990 |
| 2015-02-01 | 12.4837141113791980 |
| 2015-03-01 | 12.4051994888348000 |
| 2015-04-01 | 12.2813475340218010 |
| 2015-05-01 | 12.1177100021351000 |
| 2015-06-01 | 12.0870350638721980 |
| 2015-07-01 | 12.1850445737094000 |
| 2015-08-01 | 12.1597839267840000 |
| 2015-09-01 | 12.1441471939802010 |
| 2015-10-01 | 12.2432234990698010 |
| 2015-11-01 | 12.1384149216140980 |
| 2015-12-01 | 12.1627047029862000 |
| 2016-01-01 | 12.0997517852858020 |
| 2016-02-01 | 12.0876655372390990 |
| 2016-03-01 | 11.9085366873511980 |
| 2016-04-01 | 11.9701859064919000 |
| 2016-05-01 | 11.9158518356253000 |
| 2016-06-01 | 11.8818327037067000 |
| 2016-07-01 | 11.8609555527271980 |
| 2016-08-01 | 11.9608072815082000 |
| 2016-09-01 | 11.6557591034308000 |
| 2016-10-01 | 11.5626468052770000 |
| 2016-11-01 | 11.6452087673570990 |
| 2016-12-01 | 11.4720992902962000 |
| 2017-01-01 | 11.3112972278746980 |
| 2017-02-01 | 11.4775505393716000 |
| 2017-03-01 | 11.4875405024838990 |
| 2017-04-01 | 11.7636976878546000 |
| 2017-05-01 | 11.8029532481874020 |
| 2017-06-01 | 11.9624554777305980 |
| 2017-07-01 | 12.1641080857835000 |
| 2017-08-01 | 12.1775940476305010 |
| 2017-09-01 | 12.1707986437276980 |
| 2017-10-01 | 12.0796200726601000 |
| 2017-11-01 | 12.1531400429891980 |
| 2017-12-01 | 11.8813181474546000 |
| 2018-01-01 | 12.2152945479838000 |
| 2018-02-01 | 12.2630485939741000 |
| 2018-03-01 | 12.3607903397093000 |
| 2018-04-01 | 12.3520581524150990 |
| 2018-05-01 | 12.3895927230313010 |
| 2018-06-01 | 12.5480413657390000 |
| 2018-07-01 | 12.3852446916699000 |
| 2018-08-01 | 12.3961537256086980 |
| 2018-09-01 | 12.5856758008575010 |
| 2018-10-01 | 12.5833345999474010 |
| 2018-11-01 | 12.6684087639526980 |
| 2018-12-01 | 12.6855005675203020 |
| 2019-01-01 | 12.7088128494202000 |
| 2019-02-01 | 12.7467313846691980 |
| 2019-03-01 | 12.8283685632349020 |
| 2019-04-01 | 12.7542054346725010 |
| 2019-05-01 | 12.7847707578585010 |
| 2019-06-01 | 12.6303609483423020 |
| 2019-07-01 | 12.7123685687165000 |
| 2019-08-01 | 12.7203694045804000 |
| 2019-09-01 | 12.6065360188035990 |
| 2019-10-01 | 12.5724057810737000 |
| 2019-11-01 | 12.4738323077029010 |
| 2019-12-01 | 12.4794920090271990 |
| 2020-01-01 | 12.3928020586738010 |
| 2020-02-01 | 12.3351002222264000 |
| 2020-03-01 | 12.2091904465287000 |
| 2020-04-01 | 11.9585403084879000 |
| 2020-05-01 | 11.9988995802134000 |
| 2020-06-01 | 11.8358407911283020 |
| 2020-07-01 | 11.5263969060478020 |
| 2020-08-01 | 11.4243339410743000 |
| 2020-09-01 | 11.3223286602246000 |
| 2020-10-01 | 11.4485989377798010 |
| 2020-11-01 | 11.3766338700012000 |
| 2020-12-01 | 11.3715902154934000 |
| 2021-01-01 | 11.3787085881541000 |
| 2021-02-01 | 11.4292088047859000 |
| 2021-03-01 | 11.4052212036735980 |
| 2021-04-01 | 11.5654388376481980 |
| 2021-05-01 | 11.5248179517195980 |
| 2021-06-01 | 11.5445881298569010 |
| 2021-07-01 | 11.5322585202634010 |
| 2021-08-01 | 11.5160975436826000 |
| 2021-09-01 | 11.6264467567738000 |
| 2021-10-01 | 11.7248722815405980 |
| 2021-11-01 | 11.7649467123080990 |
| 2021-12-01 | 11.8674573121799990 |
| 2022-01-01 | 11.9714346792257000 |
| 2022-02-01 | 12.0392663303718020 |
| 2022-03-01 | 12.1205300557010000 |
| 2022-04-01 | 12.1645938638468000 |
| 2022-05-01 | 12.2482724996776980 |
| 2022-06-01 | 12.4606105269088000 |
| 2022-07-01 | 12.5247720983878010 |
| 2022-08-01 | 12.5953398262119000 |
| 2022-09-01 | 12.5184873601126970 |
| 2022-10-01 | 12.5091464882629020 |
| 2022-11-01 | 12.5560102531895000 |
| 2022-12-01 | 12.6671351124375010 |
| 2023-01-01 | 12.4723797679003000 |
| 2023-02-01 | 12.3531550955493000 |
| 2023-03-01 | 12.3318725679294020 |
| 2023-04-01 | 12.3665614327911000 |
| 2023-05-01 | 12.3681040893901990 |
| 2023-06-01 | 12.3705103402871990 |
| 2023-07-01 | 12.5171753997963000 |
| 2023-08-01 | 12.5763691662400990 |
| 2023-09-01 | 12.6053768841866990 |
| 2023-10-01 | 12.7026053208844000 |
| 2023-11-01 | 12.6458135705343010 |
| 2023-12-01 | 12.5676478596455000 |
| 2024-01-01 | 12.6761913920923010 |
| 2024-02-01 | 12.7688767102988000 |
| 2024-03-01 | 12.8414565509060000 |
| 2024-04-01 | 12.8682931276801980 |
| 2024-05-01 | 12.7752310696958990 |
