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 2024-10-01 |
| Last Updated | 2024-11-20 6:27 AM CST |
| 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 | 9.9689114932141200 |
| 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 | 11.5768544987083000 |
| 2000-03-01 | 11.6854065696295000 |
| 2000-04-01 | 11.6290424301108000 |
| 2000-05-01 | 11.6271621129751000 |
| 2000-06-01 | 11.5862297654717000 |
| 2000-07-01 | 11.4633040869379990 |
| 2000-08-01 | 11.5840797300961000 |
| 2000-09-01 | 11.5468902763058030 |
| 2000-10-01 | 11.7328386034031000 |
| 2000-11-01 | 11.8529986922102000 |
| 2000-12-01 | 11.8775173730781010 |
| 2001-01-01 | 12.0012519954845000 |
| 2001-02-01 | 12.1104554491354000 |
| 2001-03-01 | 12.4423399606995990 |
| 2001-04-01 | 12.4699005899643020 |
| 2001-05-01 | 12.5447386175248000 |
| 2001-06-01 | 12.6925378702480010 |
| 2001-07-01 | 12.7076490224948000 |
| 2001-08-01 | 12.7874067037677000 |
| 2001-09-01 | 12.6975822710202000 |
| 2001-10-01 | 12.9095344344396000 |
| 2001-11-01 | 12.9496811685816000 |
| 2001-12-01 | 12.8744765906141990 |
| 2002-01-01 | 12.8217096912210000 |
| 2002-02-01 | 12.8569543588904000 |
| 2002-03-01 | 12.6189667002966000 |
| 2002-04-01 | 12.6915045949716000 |
| 2002-05-01 | 12.7536436421696000 |
| 2002-06-01 | 12.6156836431979010 |
| 2002-07-01 | 12.8733491512203000 |
| 2002-08-01 | 13.0310835696448990 |
| 2002-09-01 | 12.9188835613987000 |
| 2002-10-01 | 12.9193921023801990 |
| 2002-11-01 | 12.8898067735853000 |
| 2002-12-01 | 12.7687174866045000 |
| 2003-01-01 | 13.2342571215325000 |
| 2003-02-01 | 13.0929283960053020 |
| 2003-03-01 | 12.8634505056914000 |
| 2003-04-01 | 13.0869488680294990 |
| 2003-05-01 | 13.0660135928426970 |
| 2003-06-01 | 13.0026006292150000 |
| 2003-07-01 | 12.9537379968329000 |
| 2003-08-01 | 12.9207830864765000 |
| 2003-09-01 | 12.7720061954006000 |
| 2003-10-01 | 12.5415728775393000 |
| 2003-11-01 | 12.5360115516561000 |
| 2003-12-01 | 12.4578268896718000 |
| 2004-01-01 | 12.3918766480353000 |
| 2004-02-01 | 12.2691573323763000 |
| 2004-03-01 | 12.2436193732979020 |
| 2004-04-01 | 12.2492383578585000 |
| 2004-05-01 | 12.2635177166191000 |
| 2004-06-01 | 12.3902835963321000 |
| 2004-07-01 | 12.7827578315994000 |
| 2004-08-01 | 12.5779186559936000 |
| 2004-09-01 | 12.6785077381184000 |
| 2004-10-01 | 12.6392615120403010 |
| 2004-11-01 | 12.5644252865999010 |
| 2004-12-01 | 12.5494168885738020 |
| 2005-01-01 | 12.4978185193456000 |
| 2005-02-01 | 12.5682489841244000 |
| 2005-03-01 | 12.6083700567351990 |
| 2005-04-01 | 12.8064536307956980 |
| 2005-05-01 | 12.8534854275424000 |
| 2005-06-01 | 12.9380945971550980 |
| 2005-07-01 | 13.4162443976029980 |
| 2005-08-01 | 13.2331008590381000 |
| 2005-09-01 | 13.3331513190619010 |
| 2005-10-01 | 13.5369808862019990 |
| 2005-11-01 | 13.6636707409982000 |
| 2005-12-01 | 13.9433219212379000 |
| 2006-01-01 | 14.2564173260384980 |
| 2006-02-01 | 14.1791780560084020 |
| 2006-03-01 | 14.2822039302411010 |
| 2006-04-01 | 14.1843011248510000 |
| 2006-05-01 | 14.3266625126468020 |
| 2006-06-01 | 14.2882089970616980 |
| 2006-07-01 | 14.1546589370216000 |
| 2006-08-01 | 14.1062639056280990 |
| 2006-09-01 | 14.1913435228693010 |
| 2006-10-01 | 14.2342889014782000 |
| 2006-11-01 | 14.2329582830263990 |
| 2006-12-01 | 14.1258965348480010 |
| 2007-01-01 | 13.9491165052088000 |
| 2007-02-01 | 13.9999609262530990 |
| 2007-03-01 | 14.2152057920716000 |
| 2007-04-01 | 14.0581721597510000 |
| 2007-05-01 | 13.9356313029999000 |
| 2007-06-01 | 14.1108870449816980 |
| 2007-07-01 | 13.9916302556008000 |
| 2007-08-01 | 14.0799878258505020 |
| 2007-09-01 | 14.0579334506865000 |
| 2007-10-01 | 14.1248259543031000 |
| 2007-11-01 | 14.2934629099188020 |
| 2007-12-01 | 13.9118744870241000 |
| 2008-01-01 | 14.7667936121664000 |
| 2008-02-01 | 14.6721746213299010 |
| 2008-03-01 | 14.6732243308100010 |
| 2008-04-01 | 14.7744760764705990 |
| 2008-05-01 | 14.8417599916903010 |
| 2008-06-01 | 14.6499819298402000 |
| 2008-07-01 | 14.7809929338684000 |
| 2008-08-01 | 14.7318243356230000 |
| 2008-09-01 | 14.6780268233240000 |
| 2008-10-01 | 14.3772072060279990 |
| 2008-11-01 | 14.3425040653523010 |
| 2008-12-01 | 14.2832072724087000 |
| 2009-01-01 | 14.1419013920898010 |
| 2009-02-01 | 13.9361286822326000 |
| 2009-03-01 | 13.7529671243755000 |
| 2009-04-01 | 13.2697531405706000 |
| 2009-05-01 | 13.1814156771911000 |
| 2009-06-01 | 13.0285529713820000 |
| 2009-07-01 | 12.8317876317851000 |
| 2009-08-01 | 12.6248235363069000 |
| 2009-09-01 | 12.4107052820134000 |
| 2009-10-01 | 12.3140837737173000 |
| 2009-11-01 | 12.1041920122383000 |
| 2009-12-01 | 11.9680112910408000 |
| 2010-01-01 | 11.9411929725488020 |
| 2010-02-01 | 11.8791822044293000 |
| 2010-03-01 | 11.9705778719616980 |
| 2010-04-01 | 11.9554212562203000 |
| 2010-05-01 | 12.0835040769035000 |
| 2010-06-01 | 12.2893104079860000 |
| 2010-07-01 | 12.3786619271120000 |
| 2010-08-01 | 12.3762289778459000 |
| 2010-09-01 | 12.4159681757463000 |
| 2010-10-01 | 12.4223845466957000 |
| 2010-11-01 | 12.6475430228688000 |
| 2010-12-01 | 12.6347700697141000 |
| 2011-01-01 | 12.4426777878535990 |
| 2011-02-01 | 12.2019015107786990 |
| 2011-03-01 | 12.4488143577011000 |
| 2011-04-01 | 12.5293409595535000 |
| 2011-05-01 | 12.3754827100799000 |
| 2011-06-01 | 12.3273584425531000 |
| 2011-07-01 | 12.3259584124671000 |
| 2011-08-01 | 12.3029311066438000 |
| 2011-09-01 | 12.4132885906649000 |
| 2011-10-01 | 12.4433531420338020 |
| 2011-11-01 | 12.4366581916767000 |
| 2011-12-01 | 12.4433351609294000 |
| 2012-01-01 | 12.5002386239404990 |
| 2012-02-01 | 12.5026837363334980 |
| 2012-03-01 | 12.5098476738477000 |
| 2012-04-01 | 12.6227110797790000 |
| 2012-05-01 | 12.7478763255345980 |
| 2012-06-01 | 12.6650536481290010 |
| 2012-07-01 | 12.6438672393585990 |
| 2012-08-01 | 12.8873524979526000 |
| 2012-09-01 | 13.0179941953624020 |
| 2012-10-01 | 13.3919770638411000 |
| 2012-11-01 | 14.0241057456388000 |
| 2012-12-01 | 13.7582280067489010 |
| 2013-01-01 | 13.1792857457751980 |
| 2013-02-01 | 13.4059785499743000 |
| 2013-03-01 | 13.6457791165363000 |
| 2013-04-01 | 13.8356651379243020 |
| 2013-05-01 | 13.9599937140341000 |
| 2013-06-01 | 14.0694407325606980 |
| 2013-07-01 | 13.7933456226682000 |
| 2013-08-01 | 14.3571991019631980 |
| 2013-09-01 | 14.1124961725808000 |
| 2013-10-01 | 13.9091966557323000 |
| 2013-11-01 | 13.7564623808529000 |
| 2013-12-01 | 13.7171732306326980 |
| 2014-01-01 | 13.8599978904993000 |
| 2014-02-01 | 14.0644321372849020 |
| 2014-03-01 | 13.9083305577000000 |
| 2014-04-01 | 13.8715185859547000 |
| 2014-05-01 | 13.8829266661600990 |
| 2014-06-01 | 13.8818929875244000 |
| 2014-07-01 | 14.0427518612302000 |
| 2014-08-01 | 14.1329610510216000 |
| 2014-09-01 | 14.1172762373538010 |
| 2014-10-01 | 14.2734622378174000 |
| 2014-11-01 | 14.4677187290598000 |
| 2014-12-01 | 14.5534085125166990 |
| 2015-01-01 | 14.6671056267410000 |
| 2015-02-01 | 14.7402979919671980 |
| 2015-03-01 | 14.8545700957210000 |
| 2015-04-01 | 14.9112171518564020 |
| 2015-05-01 | 14.8110415181184010 |
| 2015-06-01 | 14.9594092309870010 |
| 2015-07-01 | 14.9973285123005980 |
| 2015-08-01 | 14.9161427768030000 |
| 2015-09-01 | 14.9730927055851990 |
| 2015-10-01 | 15.1298176063390000 |
| 2015-11-01 | 15.2022166180100000 |
| 2015-12-01 | 15.1978392883828000 |
| 2016-01-01 | 15.1683332404458000 |
| 2016-02-01 | 15.2121454892118000 |
| 2016-03-01 | 15.0942396102025000 |
| 2016-04-01 | 15.0470411537039990 |
| 2016-05-01 | 15.1026751181170000 |
| 2016-06-01 | 14.9343803844336980 |
| 2016-07-01 | 14.9267682194523000 |
| 2016-08-01 | 14.8854373896773000 |
| 2016-09-01 | 14.8240470765753010 |
| 2016-10-01 | 14.5171124243554000 |
| 2016-11-01 | 14.5647702773941000 |
| 2016-12-01 | 14.7134964260434000 |
| 2017-01-01 | 14.4416921442823000 |
| 2017-02-01 | 14.2777424193396990 |
| 2017-03-01 | 14.4225007310654000 |
| 2017-04-01 | 14.3512904241554000 |
| 2017-05-01 | 14.3995918813935990 |
| 2017-06-01 | 14.3991342477661990 |
| 2017-07-01 | 14.4654035254212000 |
| 2017-08-01 | 14.5722331746951000 |
| 2017-09-01 | 14.7941396482123010 |
| 2017-10-01 | 14.8855631603212000 |
| 2017-11-01 | 14.9332858687019990 |
| 2017-12-01 | 14.9356064922139000 |
| 2018-01-01 | 15.1408952606335000 |
| 2018-02-01 | 15.2612839010754020 |
| 2018-03-01 | 15.3788863214345000 |
| 2018-04-01 | 15.5387975594701010 |
| 2018-05-01 | 15.5914411983390000 |
| 2018-06-01 | 15.8490186616895000 |
| 2018-07-01 | 15.7752150398575000 |
| 2018-08-01 | 15.9369694459989000 |
| 2018-09-01 | 16.0928361328183020 |
| 2018-10-01 | 15.7585187869200000 |
| 2018-11-01 | 15.7977195747994000 |
| 2018-12-01 | 15.8261192750343010 |
| 2019-01-01 | 15.8501445323255000 |
| 2019-02-01 | 15.9388951445790000 |
| 2019-03-01 | 15.8248976203512000 |
| 2019-04-01 | 15.6935712021513000 |
| 2019-05-01 | 15.4721011119904990 |
| 2019-06-01 | 15.7591290582069020 |
| 2019-07-01 | 15.8794649167806980 |
| 2019-08-01 | 15.8715363970036980 |
| 2019-09-01 | 15.8471354821744010 |
| 2019-10-01 | 15.8911747724431990 |
| 2019-11-01 | 16.0399092939304000 |
| 2019-12-01 | 16.0966147711791980 |
| 2020-01-01 | 16.1530296462203000 |
| 2020-02-01 | 16.0129833189260000 |
| 2020-03-01 | 15.9902311747236980 |
| 2020-04-01 | 15.1287422495035010 |
| 2020-05-01 | 15.7537807107318990 |
| 2020-06-01 | 15.7849578380080990 |
| 2020-07-01 | 15.1056907891596990 |
| 2020-08-01 | 15.3275492654311980 |
| 2020-09-01 | 15.2882599839984990 |
| 2020-10-01 | 15.1895600730576990 |
| 2020-11-01 | 15.1433355411721000 |
| 2020-12-01 | 15.1641075938006000 |
| 2021-01-01 | 15.0281688017780000 |
| 2021-02-01 | 14.3751815143156990 |
| 2021-03-01 | 15.1722359285565000 |
| 2021-04-01 | 15.4989684741838000 |
| 2021-05-01 | 15.4365191167129000 |
| 2021-06-01 | 15.4233212481438020 |
| 2021-07-01 | 15.5174790808156000 |
| 2021-08-01 | 15.5739950687287000 |
| 2021-09-01 | 15.6130910564721980 |
| 2021-10-01 | 15.7630182956711980 |
| 2021-11-01 | 15.6257168476458000 |
| 2021-12-01 | 15.7549753358801000 |
| 2022-01-01 | 15.6207426425036000 |
| 2022-02-01 | 15.8698677591929000 |
| 2022-03-01 | 15.8735024990076000 |
| 2022-04-01 | 15.8859752981553000 |
| 2022-05-01 | 15.7577301767714000 |
| 2022-06-01 | 15.8386657871594000 |
| 2022-07-01 | 15.8515909870505000 |
| 2022-08-01 | 15.8095717691838000 |
| 2022-09-01 | 15.8077932272468990 |
| 2022-10-01 | 15.7484433521347000 |
| 2022-11-01 | 15.7706569582231000 |
| 2022-12-01 | 15.6421366876106000 |
| 2023-01-01 | 15.7962615294533020 |
| 2023-02-01 | 15.7508186972401000 |
| 2023-03-01 | 15.8879889102247000 |
| 2023-04-01 | 16.0054274965025980 |
| 2023-05-01 | 16.2759439502968000 |
| 2023-06-01 | 16.3550706554658020 |
| 2023-07-01 | 16.4864582863925000 |
| 2023-08-01 | 16.6237679241960000 |
| 2023-09-01 | 16.6967020140254000 |
| 2023-10-01 | 16.6377813574242000 |
| 2023-11-01 | 17.1222415427694000 |
| 2023-12-01 | 17.3169524451375030 |
| 2024-01-01 | 17.4043447961957000 |
| 2024-02-01 | 17.5484671879313000 |
| 2024-03-01 | 17.5014137897990000 |
| 2024-04-01 | 17.5176042138349000 |
| 2024-05-01 | 17.4127217200114000 |
| 2024-06-01 | 17.5591882034201000 |
| 2024-07-01 | 17.6170484695654000 |
| 2024-08-01 | 17.7337408479264000 |
| 2024-09-01 | 17.9660345413590000 |
| 2024-10-01 | 18.0239961233877000 |
