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 2024-09-01 |
| Last Updated | 2024-10-23 6:12 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 | 11.2163314099534990 |
| 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 | 11.4713082139878000 |
| 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 | 12.0012519954844000 |
| 2001-02-01 | 12.1104554491354000 |
| 2001-03-01 | 12.4423399606995000 |
| 2001-04-01 | 12.4699005899643020 |
| 2001-05-01 | 12.5447386175247000 |
| 2001-06-01 | 12.6925378702479000 |
| 2001-07-01 | 12.7076490224948000 |
| 2001-08-01 | 12.7874067037678000 |
| 2001-09-01 | 12.6975822710205000 |
| 2001-10-01 | 12.9095344344398000 |
| 2001-11-01 | 12.9496811685817000 |
| 2001-12-01 | 12.8744765906141990 |
| 2002-01-01 | 12.8217096912205000 |
| 2002-02-01 | 12.8569543588903000 |
| 2002-03-01 | 12.6189667002963990 |
| 2002-04-01 | 12.6915045949713000 |
| 2002-05-01 | 12.7536436421691980 |
| 2002-06-01 | 12.6156836431975990 |
| 2002-07-01 | 12.8733491512204000 |
| 2002-08-01 | 13.0310835696455000 |
| 2002-09-01 | 12.9188835614007000 |
| 2002-10-01 | 12.9193921023813000 |
| 2002-11-01 | 12.8898067735856000 |
| 2002-12-01 | 12.7687174866036980 |
| 2003-01-01 | 13.2342571215301990 |
| 2003-02-01 | 13.0929283960037000 |
| 2003-03-01 | 12.8634505056902010 |
| 2003-04-01 | 13.0869488680289000 |
| 2003-05-01 | 13.0660135928423000 |
| 2003-06-01 | 13.0026006292151000 |
| 2003-07-01 | 12.9537379968335010 |
| 2003-08-01 | 12.9207830864793020 |
| 2003-09-01 | 12.7720061954065000 |
| 2003-10-01 | 12.5415728775430980 |
| 2003-11-01 | 12.5360115516572000 |
| 2003-12-01 | 12.4578268896692000 |
| 2004-01-01 | 12.3918766480240000 |
| 2004-02-01 | 12.2691573323714000 |
| 2004-03-01 | 12.2436193732961980 |
| 2004-04-01 | 12.2492383578602000 |
| 2004-05-01 | 12.2635177166216990 |
| 2004-06-01 | 12.3902835963327000 |
| 2004-07-01 | 12.7827578315936000 |
| 2004-08-01 | 12.5779186559854010 |
| 2004-09-01 | 12.6785077381170020 |
| 2004-10-01 | 12.6392615120510000 |
| 2004-11-01 | 12.5644252866280010 |
| 2004-12-01 | 12.5494168886260000 |
| 2005-01-01 | 12.4978185193421980 |
| 2005-02-01 | 12.5682489841277000 |
| 2005-03-01 | 12.6083700566774990 |
| 2005-04-01 | 12.8064536307330000 |
| 2005-05-01 | 12.8534854274986990 |
| 2005-06-01 | 12.9380945971520000 |
| 2005-07-01 | 13.4162443976194000 |
| 2005-08-01 | 13.2331008590490990 |
| 2005-09-01 | 13.3331513190719000 |
| 2005-10-01 | 13.5369808862573000 |
| 2005-11-01 | 13.6636707411121990 |
| 2005-12-01 | 13.9433219214400000 |
| 2006-01-01 | 14.2564173260429000 |
| 2006-02-01 | 14.1791780558823020 |
| 2006-03-01 | 14.2822039298272000 |
| 2006-04-01 | 14.1843011244680000 |
| 2006-05-01 | 14.3266625125395990 |
| 2006-06-01 | 14.2882089973354010 |
| 2006-07-01 | 14.1546589376288000 |
| 2006-08-01 | 14.1062639062443990 |
| 2006-09-01 | 14.1913435230725000 |
| 2006-10-01 | 14.2342889008283020 |
| 2006-11-01 | 14.2329582825863010 |
| 2006-12-01 | 14.1258965345356980 |
| 2007-01-01 | 13.9491165050758000 |
| 2007-02-01 | 13.9999609265621000 |
| 2007-03-01 | 14.2152057923729000 |
| 2007-04-01 | 14.0581721570928000 |
| 2007-05-01 | 13.9356313037287000 |
| 2007-06-01 | 14.1108870463130990 |
| 2007-07-01 | 13.9916302576240000 |
| 2007-08-01 | 14.0799878278274980 |
| 2007-09-01 | 14.0579334512453010 |
| 2007-10-01 | 14.1248259518255000 |
| 2007-11-01 | 14.2934629069148990 |
| 2007-12-01 | 13.9118744845551000 |
| 2008-01-01 | 14.7667936114800000 |
| 2008-02-01 | 14.6721746231370000 |
| 2008-03-01 | 14.6732243338937990 |
| 2008-04-01 | 14.7744760733789010 |
| 2008-05-01 | 14.8417599955644980 |
| 2008-06-01 | 14.6499819343441000 |
| 2008-07-01 | 14.7809929372989990 |
| 2008-08-01 | 14.7318243357251000 |
| 2008-09-01 | 14.6780268199158000 |
| 2008-10-01 | 14.3772071998122000 |
| 2008-11-01 | 14.3425040454783020 |
| 2008-12-01 | 14.2832072619381000 |
| 2009-01-01 | 14.1419013997676000 |
| 2009-02-01 | 13.9361287036105000 |
| 2009-03-01 | 13.7529671383641980 |
| 2009-04-01 | 13.2697531493306000 |
| 2009-05-01 | 13.1814156968705980 |
| 2009-06-01 | 13.0285529857664010 |
| 2009-07-01 | 12.8317876297149990 |
| 2009-08-01 | 12.6248235119759010 |
| 2009-09-01 | 12.4107052406934000 |
| 2009-10-01 | 12.3140837188582000 |
| 2009-11-01 | 12.1041919512716980 |
| 2009-12-01 | 11.9680112872336010 |
| 2010-01-01 | 11.9411930387864000 |
| 2010-02-01 | 11.8791823076435000 |
| 2010-03-01 | 11.9705779452871980 |
| 2010-04-01 | 11.9554212992561980 |
| 2010-05-01 | 12.0835041007226000 |
| 2010-06-01 | 12.2893104089185000 |
| 2010-07-01 | 12.3786618906720000 |
| 2010-08-01 | 12.3762288801866000 |
| 2010-09-01 | 12.4159680380437000 |
| 2010-10-01 | 12.4223843661096000 |
| 2010-11-01 | 12.6475428508763000 |
| 2010-12-01 | 12.6347700840471990 |
| 2011-01-01 | 12.4426780448646000 |
| 2011-02-01 | 12.2019018954416000 |
| 2011-03-01 | 12.4488145436705000 |
| 2011-04-01 | 12.5293410412039990 |
| 2011-05-01 | 12.3754827051938000 |
| 2011-06-01 | 12.3273584132440000 |
| 2011-07-01 | 12.3259583543216990 |
| 2011-08-01 | 12.3029307549160000 |
| 2011-09-01 | 12.4132883224343010 |
| 2011-10-01 | 12.4433528335090990 |
| 2011-11-01 | 12.4366578584826990 |
| 2011-12-01 | 12.4433349159008000 |
| 2012-01-01 | 12.5002385474868000 |
| 2012-02-01 | 12.5026857972989980 |
| 2012-03-01 | 12.5098476353099010 |
| 2012-04-01 | 12.6227113054949000 |
| 2012-05-01 | 12.7478768174554010 |
| 2012-06-01 | 12.6650542321327000 |
| 2012-07-01 | 12.6438673642275000 |
| 2012-08-01 | 12.8873513174993020 |
| 2012-09-01 | 13.0179925439718000 |
| 2012-10-01 | 13.3919746640080000 |
| 2012-11-01 | 14.0241036895856000 |
| 2012-12-01 | 13.7582276357169010 |
| 2013-01-01 | 13.1792870979745000 |
| 2013-02-01 | 13.4059850297730990 |
| 2013-03-01 | 13.6457808761186000 |
| 2013-04-01 | 13.8356665035945010 |
| 2013-05-01 | 13.9599947676126010 |
| 2013-06-01 | 14.0694416688759000 |
| 2013-07-01 | 13.7933452516675000 |
| 2013-08-01 | 14.3571946784891000 |
| 2013-09-01 | 14.1124897917239000 |
| 2013-10-01 | 13.9091885341351990 |
| 2013-11-01 | 13.7564569359580000 |
| 2013-12-01 | 13.7171741845067000 |
| 2014-01-01 | 13.8600048775757010 |
| 2014-02-01 | 14.0644480369642990 |
| 2014-03-01 | 13.9083374121951000 |
| 2014-04-01 | 13.8715227037279010 |
| 2014-05-01 | 13.8829289928151990 |
| 2014-06-01 | 13.8818944608876990 |
| 2014-07-01 | 14.0427520122164980 |
| 2014-08-01 | 14.1329519169883000 |
| 2014-09-01 | 14.1172600057476000 |
| 2014-10-01 | 14.2734276091097000 |
| 2014-11-01 | 14.4677052968300990 |
| 2014-12-01 | 14.5534128231300990 |
| 2015-01-01 | 14.6671068074212000 |
| 2015-02-01 | 14.7403942944487000 |
| 2015-03-01 | 14.8545709046359990 |
| 2015-04-01 | 14.9112175214490980 |
| 2015-05-01 | 14.8110425152539020 |
| 2015-06-01 | 14.9594098085760000 |
| 2015-07-01 | 14.9973240022816000 |
| 2015-08-01 | 14.9161226976481980 |
| 2015-09-01 | 14.9730559053382000 |
| 2015-10-01 | 15.1297342593327000 |
| 2015-11-01 | 15.2021746353833010 |
| 2015-12-01 | 15.1978798168748000 |
| 2016-01-01 | 15.1683364053745000 |
| 2016-02-01 | 15.2123466325110000 |
| 2016-03-01 | 15.0942520867950000 |
| 2016-04-01 | 15.0470452772677000 |
| 2016-05-01 | 15.1026686434739990 |
| 2016-06-01 | 14.9343490236213010 |
| 2016-07-01 | 14.9267476554076000 |
| 2016-08-01 | 14.8854044112608000 |
| 2016-09-01 | 14.8240210911324000 |
| 2016-10-01 | 14.5169113905302000 |
| 2016-11-01 | 14.5647289488781000 |
| 2016-12-01 | 14.7135673786311010 |
| 2017-01-01 | 14.4416648762981980 |
| 2017-02-01 | 14.2782017462775990 |
| 2017-03-01 | 14.4224982634575000 |
| 2017-04-01 | 14.3512773977209000 |
| 2017-05-01 | 14.3995547803267000 |
| 2017-06-01 | 14.3990335253998010 |
| 2017-07-01 | 14.4653137062505980 |
| 2017-08-01 | 14.5721589024301000 |
| 2017-09-01 | 14.7941307875998000 |
| 2017-10-01 | 14.8852875440101990 |
| 2017-11-01 | 14.9332719883536010 |
| 2017-12-01 | 14.9357429837498000 |
| 2018-01-01 | 15.1409142311886000 |
| 2018-02-01 | 15.2619500982785980 |
| 2018-03-01 | 15.3789068167731000 |
| 2018-04-01 | 15.5388050711908000 |
| 2018-05-01 | 15.5914401408053020 |
| 2018-06-01 | 15.8486216638461000 |
| 2018-07-01 | 15.7748715643834000 |
| 2018-08-01 | 15.9369332570557000 |
| 2018-09-01 | 16.0929072248460000 |
| 2018-10-01 | 15.7582262356053990 |
| 2018-11-01 | 15.7978348460173000 |
| 2018-12-01 | 15.8263179679146970 |
| 2019-01-01 | 15.8502091913281000 |
| 2019-02-01 | 15.9397458226247000 |
| 2019-03-01 | 15.8249222890711000 |
| 2019-04-01 | 15.6935589365631980 |
| 2019-05-01 | 15.4720694180925000 |
| 2019-06-01 | 15.7585022078079000 |
| 2019-07-01 | 15.8788819075930000 |
| 2019-08-01 | 15.8714961976039000 |
| 2019-09-01 | 15.8471034321356980 |
| 2019-10-01 | 15.8908504469550000 |
| 2019-11-01 | 16.0406238747066000 |
| 2019-12-01 | 16.0967262004418000 |
| 2020-01-01 | 16.1535374625469000 |
| 2020-02-01 | 16.0137550022996000 |
| 2020-03-01 | 15.9904649342154000 |
| 2020-04-01 | 15.1287519633403010 |
| 2020-05-01 | 15.7535277553550000 |
| 2020-06-01 | 15.7837198822760990 |
| 2020-07-01 | 15.1045039803933000 |
| 2020-08-01 | 15.3271961553824000 |
| 2020-09-01 | 15.2880853195730000 |
| 2020-10-01 | 15.1895110170257000 |
| 2020-11-01 | 15.1451425794024010 |
| 2020-12-01 | 15.1644082808605010 |
| 2021-01-01 | 15.0295915077798000 |
| 2021-02-01 | 14.3762515933366990 |
| 2021-03-01 | 15.1727700372201980 |
| 2021-04-01 | 15.4987669323177000 |
| 2021-05-01 | 15.4352899572569000 |
| 2021-06-01 | 15.4207873236179990 |
| 2021-07-01 | 15.5147910090134000 |
| 2021-08-01 | 15.5726241427938010 |
| 2021-09-01 | 15.6131253869429990 |
| 2021-10-01 | 15.7628053696779010 |
| 2021-11-01 | 15.6301579249879000 |
| 2021-12-01 | 15.7566577638567990 |
| 2022-01-01 | 15.6239347752823030 |
| 2022-02-01 | 15.8721436643350000 |
| 2022-03-01 | 15.8750063788940000 |
| 2022-04-01 | 15.8856845432564000 |
| 2022-05-01 | 15.7542319870412000 |
| 2022-06-01 | 15.8338310229269010 |
| 2022-07-01 | 15.8451141153817000 |
| 2022-08-01 | 15.8024271489566000 |
| 2022-09-01 | 15.8099330896379000 |
| 2022-10-01 | 15.7520801880720000 |
| 2022-11-01 | 15.7785548737312000 |
| 2022-12-01 | 15.6466825766128020 |
| 2023-01-01 | 15.8016811061385010 |
| 2023-02-01 | 15.7545460982399990 |
| 2023-03-01 | 15.8896803022610000 |
| 2023-04-01 | 16.0039887376645000 |
| 2023-05-01 | 16.2689334975606000 |
| 2023-06-01 | 16.3461807779863000 |
| 2023-07-01 | 16.4745378038677000 |
| 2023-08-01 | 16.6100482132374000 |
| 2023-09-01 | 16.7041636077985000 |
| 2023-10-01 | 16.6469831384661000 |
| 2023-11-01 | 17.1345225524729000 |
| 2023-12-01 | 17.3252623212627000 |
| 2024-01-01 | 17.4119292340543020 |
| 2024-02-01 | 17.5535316118921000 |
| 2024-03-01 | 17.5031277983741000 |
| 2024-04-01 | 17.5146878098347000 |
| 2024-05-01 | 17.4016316395766000 |
| 2024-06-01 | 17.5460197048070000 |
| 2024-07-01 | 17.5989410054320000 |
| 2024-08-01 | 17.7112799816366970 |
| 2024-09-01 | 17.8809689974505000 |
