Table Data - All Employees: Construction: Specialty Trade Contractors in Tulsa, OK (MSA)
| Title | All Employees: Construction: Specialty Trade Contractors in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461402023800001SA |
| 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 6:42 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 | 7.1429335352714900 |
| 1990-02-01 | 7.1529112898950300 |
| 1990-03-01 | 7.0939134314650400 |
| 1990-04-01 | 7.3313896714245000 |
| 1990-05-01 | 7.4824561006448300 |
| 1990-06-01 | 7.4919778125026100 |
| 1990-07-01 | 7.5327356667781510 |
| 1990-08-01 | 7.5537842907395800 |
| 1990-09-01 | 7.6014844890537100 |
| 1990-10-01 | 7.3365730476839510 |
| 1990-11-01 | 7.4733395159935000 |
| 1990-12-01 | 7.4421956274086000 |
| 1991-01-01 | 7.3676847784651100 |
| 1991-02-01 | 7.3562244874120095 |
| 1991-03-01 | 7.1848562552418604 |
| 1991-04-01 | 7.2148427768520700 |
| 1991-05-01 | 7.1938604357640100 |
| 1991-06-01 | 7.1991503166651105 |
| 1991-07-01 | 7.1461472889569900 |
| 1991-08-01 | 7.1925214136169690 |
| 1991-09-01 | 7.2283829950866100 |
| 1991-10-01 | 7.3358823555110000 |
| 1991-11-01 | 7.3829420789994200 |
| 1991-12-01 | 7.3416410313801100 |
| 1992-01-01 | 7.3794303891018000 |
| 1992-02-01 | 7.3390293062401290 |
| 1992-03-01 | 7.4683166281655500 |
| 1992-04-01 | 7.4916590750753890 |
| 1992-05-01 | 7.4895586639720000 |
| 1992-06-01 | 7.2927522239276210 |
| 1992-07-01 | 7.6224694179832900 |
| 1992-08-01 | 7.6090519844229400 |
| 1992-09-01 | 7.5489729916170300 |
| 1992-10-01 | 7.5444432747211910 |
| 1992-11-01 | 7.4984770997342000 |
| 1992-12-01 | 7.6461255664952805 |
| 1993-01-01 | 7.6913633617360695 |
| 1993-02-01 | 7.8266112150729000 |
| 1993-03-01 | 7.8606949277844290 |
| 1993-04-01 | 7.6637515425682805 |
| 1993-05-01 | 7.8663139642623500 |
| 1993-06-01 | 8.0541379834748490 |
| 1993-07-01 | 8.3083795597716700 |
| 1993-08-01 | 8.2412430940651500 |
| 1993-09-01 | 8.3668750163462990 |
| 1993-10-01 | 8.4619444228295000 |
| 1993-11-01 | 8.5071440407725100 |
| 1993-12-01 | 8.4596309655935800 |
| 1994-01-01 | 8.3947285710241100 |
| 1994-02-01 | 8.3104193213937600 |
| 1994-03-01 | 8.5645511807598200 |
| 1994-04-01 | 8.6453327931952200 |
| 1994-05-01 | 8.7109222792002680 |
| 1994-06-01 | 8.6407526372943800 |
| 1994-07-01 | 8.6233960107147700 |
| 1994-08-01 | 8.6780472116157800 |
| 1994-09-01 | 8.7845371488445500 |
| 1994-10-01 | 8.9240248290454500 |
| 1994-11-01 | 9.0265759291332700 |
| 1994-12-01 | 9.0678551833538810 |
| 1995-01-01 | 9.1645354557482400 |
| 1995-02-01 | 9.0932788746414610 |
| 1995-03-01 | 9.0631219907469400 |
| 1995-04-01 | 9.1303426534293900 |
| 1995-05-01 | 9.1762044123513800 |
| 1995-06-01 | 9.2359301694659500 |
| 1995-07-01 | 9.2245220374451690 |
| 1995-08-01 | 9.1948385920903490 |
| 1995-09-01 | 9.1938394569297390 |
| 1995-10-01 | 9.1863006514214000 |
| 1995-11-01 | 9.2409175249074300 |
| 1995-12-01 | 9.3668693118302800 |
| 1996-01-01 | 9.4212863255425890 |
| 1996-02-01 | 9.4746050986205900 |
| 1996-03-01 | 9.4407637620107600 |
| 1996-04-01 | 9.4208894416620710 |
| 1996-05-01 | 9.4609824699836500 |
| 1996-06-01 | 9.4575223980873120 |
| 1996-07-01 | 9.5350243349126200 |
| 1996-08-01 | 9.6917691221620000 |
| 1996-09-01 | 9.5847668187907000 |
| 1996-10-01 | 9.4299443751275400 |
| 1996-11-01 | 9.3501761449271900 |
| 1996-12-01 | 9.5607014545277800 |
| 1997-01-01 | 9.7064131746635810 |
| 1997-02-01 | 9.7659057922924800 |
| 1997-03-01 | 9.8076352843112300 |
| 1997-04-01 | 9.8245445799772500 |
| 1997-05-01 | 9.7763559578023800 |
| 1997-06-01 | 9.7719636292822500 |
| 1997-07-01 | 9.8407095010853580 |
| 1997-08-01 | 9.8966985110264000 |
| 1997-09-01 | 9.9689114932141310 |
| 1997-10-01 | 10.4349268241069000 |
| 1997-11-01 | 10.2460313960698990 |
| 1997-12-01 | 10.3418766506379000 |
| 1998-01-01 | 10.2350500820694010 |
| 1998-02-01 | 10.5010052185728020 |
| 1998-03-01 | 10.5851431069190000 |
| 1998-04-01 | 11.1507538511611980 |
| 1998-05-01 | 11.3761578699334010 |
| 1998-06-01 | 11.2427011242786000 |
| 1998-07-01 | 11.2261305877841000 |
| 1998-08-01 | 11.2546473878884000 |
| 1998-09-01 | 11.3387798124618000 |
| 1998-10-01 | 11.2163314099535980 |
| 1998-11-01 | 11.2213693521238010 |
| 1998-12-01 | 11.2192581327106000 |
| 1999-01-01 | 11.1806936812034990 |
| 1999-02-01 | 11.2444759739029010 |
| 1999-03-01 | 11.1659532520031000 |
| 1999-04-01 | 11.0869389248279000 |
| 1999-05-01 | 11.1113904545070010 |
| 1999-06-01 | 11.1697453298967000 |
| 1999-07-01 | 11.3478036226500020 |
| 1999-08-01 | 11.3351538833151010 |
| 1999-09-01 | 11.4474656010279000 |
| 1999-10-01 | 11.4713082139879020 |
| 1999-11-01 | 11.4833938378871000 |
| 1999-12-01 | 11.5877868966782990 |
| 2000-01-01 | 11.5952970183231000 |
| 2000-02-01 | 11.5768544987081970 |
| 2000-03-01 | 11.6854065696294000 |
| 2000-04-01 | 11.6290424301108000 |
| 2000-05-01 | 11.6271621129751000 |
| 2000-06-01 | 11.5862297654717000 |
| 2000-07-01 | 11.4633040869381000 |
| 2000-08-01 | 11.5840797300962000 |
| 2000-09-01 | 11.5468902763059000 |
| 2000-10-01 | 11.7328386034031990 |
| 2000-11-01 | 11.8529986922102000 |
| 2000-12-01 | 11.8775173730781990 |
| 2001-01-01 | 12.0012519954840990 |
| 2001-02-01 | 12.1104554491354000 |
| 2001-03-01 | 12.4423399606994010 |
| 2001-04-01 | 12.4699005899641000 |
| 2001-05-01 | 12.5447386175245000 |
| 2001-06-01 | 12.6925378702478000 |
| 2001-07-01 | 12.7076490224950000 |
| 2001-08-01 | 12.7874067037683010 |
| 2001-09-01 | 12.6975822710213020 |
| 2001-10-01 | 12.9095344344405000 |
| 2001-11-01 | 12.9496811685818010 |
| 2001-12-01 | 12.8744765906137000 |
| 2002-01-01 | 12.8217096912190000 |
| 2002-02-01 | 12.8569543588895990 |
| 2002-03-01 | 12.6189667002959020 |
| 2002-04-01 | 12.6915045949712000 |
| 2002-05-01 | 12.7536436421690990 |
| 2002-06-01 | 12.6156836431975010 |
| 2002-07-01 | 12.8733491512209020 |
| 2002-08-01 | 13.0310835696467000 |
| 2002-09-01 | 12.9188835614035980 |
| 2002-10-01 | 12.9193921023833020 |
| 2002-11-01 | 12.8898067735859990 |
| 2002-12-01 | 12.7687174866021000 |
| 2003-01-01 | 13.2342571215261000 |
| 2003-02-01 | 13.0929283960006000 |
| 2003-03-01 | 12.8634505056884000 |
| 2003-04-01 | 13.0869488680286000 |
| 2003-05-01 | 13.0660135928426970 |
| 2003-06-01 | 13.0026006292154000 |
| 2003-07-01 | 12.9537379968358020 |
| 2003-08-01 | 12.9207830864841980 |
| 2003-09-01 | 12.7720061954130000 |
| 2003-10-01 | 12.5415728775475000 |
| 2003-11-01 | 12.5360115516604990 |
| 2003-12-01 | 12.4578268896692000 |
| 2004-01-01 | 12.3918766479851000 |
| 2004-02-01 | 12.2691573323655000 |
| 2004-03-01 | 12.2436193732951000 |
| 2004-04-01 | 12.2492383578683020 |
| 2004-05-01 | 12.2635177166385000 |
| 2004-06-01 | 12.3902835963580000 |
| 2004-07-01 | 12.7827578316058990 |
| 2004-08-01 | 12.5779186559716000 |
| 2004-09-01 | 12.6785077380885000 |
| 2004-10-01 | 12.6392615120290000 |
| 2004-11-01 | 12.5644252866365010 |
| 2004-12-01 | 12.5494168886834000 |
| 2005-01-01 | 12.4978185193545990 |
| 2005-02-01 | 12.5682489841299020 |
| 2005-03-01 | 12.6083700565973020 |
| 2005-04-01 | 12.8064536306709000 |
| 2005-05-01 | 12.8534854274868000 |
| 2005-06-01 | 12.9380945972359010 |
| 2005-07-01 | 13.4162443977175000 |
| 2005-08-01 | 13.2331008590581000 |
| 2005-09-01 | 13.3331513189937000 |
| 2005-10-01 | 13.5369808862041000 |
| 2005-11-01 | 13.6636707411688030 |
| 2005-12-01 | 13.9433219216558000 |
| 2006-01-01 | 14.2564173261393000 |
| 2006-02-01 | 14.1791780556571980 |
| 2006-03-01 | 14.2822039291272000 |
| 2006-04-01 | 14.1843011238930000 |
| 2006-05-01 | 14.3266625125026000 |
| 2006-06-01 | 14.2882089979849010 |
| 2006-07-01 | 14.1546589388932000 |
| 2006-08-01 | 14.1062639076204020 |
| 2006-09-01 | 14.1913435237573000 |
| 2006-10-01 | 14.2342888987065000 |
| 2006-11-01 | 14.2329582817331000 |
| 2006-12-01 | 14.1258965335945010 |
| 2007-01-01 | 13.9491165046677000 |
| 2007-02-01 | 13.9999609266735000 |
| 2007-03-01 | 14.2152057926134020 |
| 2007-04-01 | 14.0581721533510000 |
| 2007-05-01 | 13.9356313050866980 |
| 2007-06-01 | 14.1108870489193000 |
| 2007-07-01 | 13.9916302616464000 |
| 2007-08-01 | 14.0799878322156000 |
| 2007-09-01 | 14.0579334531903000 |
| 2007-10-01 | 14.1248259456865000 |
| 2007-11-01 | 14.2934629012977010 |
| 2007-12-01 | 13.9118744790907000 |
| 2008-01-01 | 14.7667936094134000 |
| 2008-02-01 | 14.6721746263716000 |
| 2008-03-01 | 14.6732243410506980 |
| 2008-04-01 | 14.7744760722396990 |
| 2008-05-01 | 14.8417600026337000 |
| 2008-06-01 | 14.6499819398628990 |
| 2008-07-01 | 14.7809929386095000 |
| 2008-08-01 | 14.7318243289534000 |
| 2008-09-01 | 14.6780268104028020 |
| 2008-10-01 | 14.3772071908215000 |
| 2008-11-01 | 14.3425040261891980 |
| 2008-12-01 | 14.2832072504073000 |
| 2009-01-01 | 14.1419014259826000 |
| 2009-02-01 | 13.9361287369409990 |
| 2009-03-01 | 13.7529671605295980 |
| 2009-04-01 | 13.2697531562774010 |
| 2009-05-01 | 13.1814157112248990 |
| 2009-06-01 | 13.0285529864352000 |
| 2009-07-01 | 12.8317876086576000 |
| 2009-08-01 | 12.6248234614860980 |
| 2009-09-01 | 12.4107051842930980 |
| 2009-10-01 | 12.3140836811114000 |
| 2009-11-01 | 12.1041919221913010 |
| 2009-12-01 | 11.9680113090342000 |
| 2010-01-01 | 11.9411931453570010 |
| 2010-02-01 | 11.8791824172184020 |
| 2010-03-01 | 11.9705780075716000 |
| 2010-04-01 | 11.9554213222925000 |
| 2010-05-01 | 12.0835041084511000 |
| 2010-06-01 | 12.2893103731329990 |
| 2010-07-01 | 12.3786618027093010 |
| 2010-08-01 | 12.3762287437693000 |
| 2010-09-01 | 12.4159678815548010 |
| 2010-10-01 | 12.4223842000048990 |
| 2010-11-01 | 12.6475426884709000 |
| 2010-12-01 | 12.6347704540947000 |
| 2011-01-01 | 12.4426782794649000 |
| 2011-02-01 | 12.2019022179386000 |
| 2011-03-01 | 12.4488146275803990 |
| 2011-04-01 | 12.5293410589105020 |
| 2011-05-01 | 12.3754826683425000 |
| 2011-06-01 | 12.3273583280976000 |
| 2011-07-01 | 12.3259580875509000 |
| 2011-08-01 | 12.3029304946804000 |
| 2011-09-01 | 12.4132880296147000 |
| 2011-10-01 | 12.4433525192969010 |
| 2011-11-01 | 12.4366575727102000 |
| 2011-12-01 | 12.4433355727253010 |
| 2012-01-01 | 12.5002387443765990 |
| 2012-02-01 | 12.5026873045900010 |
| 2012-03-01 | 12.5098476178741010 |
| 2012-04-01 | 12.6227112783519000 |
| 2012-05-01 | 12.7478767573401000 |
| 2012-06-01 | 12.6650539402678020 |
| 2012-07-01 | 12.6438665550114010 |
| 2012-08-01 | 12.8873505418977000 |
| 2012-09-01 | 13.0179918225913000 |
| 2012-10-01 | 13.3919737043463020 |
| 2012-11-01 | 14.0241029283984000 |
| 2012-12-01 | 13.7582290726690000 |
| 2013-01-01 | 13.1792883624749000 |
| 2013-02-01 | 13.4059893300032000 |
| 2013-03-01 | 13.6457818014101980 |
| 2013-04-01 | 13.8356664663490000 |
| 2013-05-01 | 13.9599938676379020 |
| 2013-06-01 | 14.0694397544384000 |
| 2013-07-01 | 13.7933426075703000 |
| 2013-08-01 | 14.3571922227029990 |
| 2013-09-01 | 14.1124880430275980 |
| 2013-10-01 | 13.9091863943984000 |
| 2013-11-01 | 13.7564558682265990 |
| 2013-12-01 | 13.7171769481232000 |
| 2014-01-01 | 13.8600100683559010 |
| 2014-02-01 | 14.0644585311158020 |
| 2014-03-01 | 13.9083419015860980 |
| 2014-04-01 | 13.8715223530119990 |
| 2014-05-01 | 13.8829245139343000 |
| 2014-06-01 | 13.8818885779910990 |
| 2014-07-01 | 14.0427464601670000 |
| 2014-08-01 | 14.1329442146810980 |
| 2014-09-01 | 14.1172497072734000 |
| 2014-10-01 | 14.2734383764238000 |
| 2014-11-01 | 14.4676935230312000 |
| 2014-12-01 | 14.5534149094618000 |
| 2015-01-01 | 14.6671057265783000 |
| 2015-02-01 | 14.7404624258363000 |
| 2015-03-01 | 14.8545701221316970 |
| 2015-04-01 | 14.9112098066568010 |
| 2015-05-01 | 14.8110278327726000 |
| 2015-06-01 | 14.9593927361139020 |
| 2015-07-01 | 14.9973089425400000 |
| 2015-08-01 | 14.9161058199324990 |
| 2015-09-01 | 14.9730337890002000 |
| 2015-10-01 | 15.1297521666933000 |
| 2015-11-01 | 15.2021440129921980 |
| 2015-12-01 | 15.1978833081972000 |
| 2016-01-01 | 15.1683463258116010 |
| 2016-02-01 | 15.2125066406777000 |
| 2016-03-01 | 15.0942744346047000 |
| 2016-04-01 | 15.0470363810763000 |
| 2016-05-01 | 15.1026260479946990 |
| 2016-06-01 | 14.9342830518351000 |
| 2016-07-01 | 14.9266894402548010 |
| 2016-08-01 | 14.8853353336190000 |
| 2016-09-01 | 14.8240135429882010 |
| 2016-10-01 | 14.5169643252542000 |
| 2016-11-01 | 14.5646718089396000 |
| 2016-12-01 | 14.7135608765819000 |
| 2017-01-01 | 14.4416658344815990 |
| 2017-02-01 | 14.2786643097231990 |
| 2017-03-01 | 14.4225140027332000 |
| 2017-04-01 | 14.3512326221819000 |
| 2017-05-01 | 14.3994276028488010 |
| 2017-06-01 | 14.3988335631009000 |
| 2017-07-01 | 14.4651224743876000 |
| 2017-08-01 | 14.5720131598235000 |
| 2017-09-01 | 14.7941916984922000 |
| 2017-10-01 | 14.8854200270678020 |
| 2017-11-01 | 14.9332692241276010 |
| 2017-12-01 | 14.9357886893542010 |
| 2018-01-01 | 15.1409999827426990 |
| 2018-02-01 | 15.2627095555531000 |
| 2018-03-01 | 15.3789383906785990 |
| 2018-04-01 | 15.5387451456065020 |
| 2018-05-01 | 15.5913134889205000 |
| 2018-06-01 | 15.8478331002183000 |
| 2018-07-01 | 15.7742155882060010 |
| 2018-08-01 | 15.9368747690618020 |
| 2018-09-01 | 16.0931933184445000 |
| 2018-10-01 | 15.7585854891584010 |
| 2018-11-01 | 15.7980432145318000 |
| 2018-12-01 | 15.8265028222201000 |
| 2019-01-01 | 15.8503349232286000 |
| 2019-02-01 | 15.9408076390354020 |
| 2019-03-01 | 15.8250157577617010 |
| 2019-04-01 | 15.6933415353739000 |
| 2019-05-01 | 15.4715908600096980 |
| 2019-06-01 | 15.7572440977936000 |
| 2019-07-01 | 15.8777855233492000 |
| 2019-08-01 | 15.8714344645662000 |
| 2019-09-01 | 15.8472070419006990 |
| 2019-10-01 | 15.8922170269633010 |
| 2019-11-01 | 16.0414126735952000 |
| 2019-12-01 | 16.0969446757538000 |
| 2020-01-01 | 16.1539964365665000 |
| 2020-02-01 | 16.0148966102785980 |
| 2020-03-01 | 15.9908254585027000 |
| 2020-04-01 | 15.1283203137581990 |
| 2020-05-01 | 15.7522393133206990 |
| 2020-06-01 | 15.7812480957965000 |
| 2020-07-01 | 15.1023975569424010 |
| 2020-08-01 | 15.3268286775165980 |
| 2020-09-01 | 15.2882622946704010 |
| 2020-10-01 | 15.1925787281145000 |
| 2020-11-01 | 15.1475260407606990 |
| 2020-12-01 | 15.1650778802373000 |
| 2021-01-01 | 15.0309630328792000 |
| 2021-02-01 | 14.3776930569213000 |
| 2021-03-01 | 15.1732539834041000 |
| 2021-04-01 | 15.4974318310812000 |
| 2021-05-01 | 15.4317173769428010 |
| 2021-06-01 | 15.4161857393705010 |
| 2021-07-01 | 15.5104871129143000 |
| 2021-08-01 | 15.5709026163909010 |
| 2021-09-01 | 15.6137764279798000 |
| 2021-10-01 | 15.7695465589743020 |
| 2021-11-01 | 15.6359905358215000 |
| 2021-12-01 | 15.7592309431658000 |
| 2022-01-01 | 15.6273068354763000 |
| 2022-02-01 | 15.8749296822318000 |
| 2022-03-01 | 15.8757727206404000 |
| 2022-04-01 | 15.8830125998760980 |
| 2022-05-01 | 15.7465470228535980 |
| 2022-06-01 | 15.8252652946243000 |
| 2022-07-01 | 15.8346635456753010 |
| 2022-08-01 | 15.7914282760369020 |
| 2022-09-01 | 15.8202057739933010 |
| 2022-10-01 | 15.7650407525934000 |
| 2022-11-01 | 15.7893833813404020 |
| 2022-12-01 | 15.6529665566640000 |
| 2023-01-01 | 15.8077224126401000 |
| 2023-02-01 | 15.7579356095468000 |
| 2023-03-01 | 15.8893111372124000 |
| 2023-04-01 | 15.9989227055956980 |
| 2023-05-01 | 16.2557233114678000 |
| 2023-06-01 | 16.3326532395266000 |
| 2023-07-01 | 16.4572369498100000 |
| 2023-08-01 | 16.5888773448549000 |
| 2023-09-01 | 16.7245122624725970 |
| 2023-10-01 | 16.6682974836552000 |
| 2023-11-01 | 17.1512552794571000 |
| 2023-12-01 | 17.3367579350894000 |
| 2024-01-01 | 17.4209836531190000 |
| 2024-02-01 | 17.5577717717897000 |
| 2024-03-01 | 17.5014536909284000 |
| 2024-04-01 | 17.5068839554533000 |
| 2024-05-01 | 17.3826468125633000 |
| 2024-06-01 | 17.5278757141285000 |
| 2024-07-01 | 17.5741038622992000 |
| 2024-08-01 | 17.6765100356605000 |
