Table Data - All Employees: Wholesale Trade in Tulsa, OK (MSA)
| Title | All Employees: Wholesale Trade in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461404100000001SA |
| 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 4:44 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 | 14.895062627896301 |
| 1990-02-01 | 14.920426517904300 |
| 1990-03-01 | 15.053782732266200 |
| 1990-04-01 | 14.982837276394200 |
| 1990-05-01 | 15.033251480132500 |
| 1990-06-01 | 15.096780657371900 |
| 1990-07-01 | 15.038218656763599 |
| 1990-08-01 | 15.102196238632800 |
| 1990-09-01 | 15.166750274617500 |
| 1990-10-01 | 14.941108730698700 |
| 1990-11-01 | 15.074674966753500 |
| 1990-12-01 | 15.004736475030198 |
| 1991-01-01 | 15.186782335092900 |
| 1991-02-01 | 15.211694250667401 |
| 1991-03-01 | 15.252591877476599 |
| 1991-04-01 | 15.185149305931802 |
| 1991-05-01 | 15.130487768959000 |
| 1991-06-01 | 15.093151572779600 |
| 1991-07-01 | 15.147987691133200 |
| 1991-08-01 | 15.107530531853700 |
| 1991-09-01 | 15.084693961416900 |
| 1991-10-01 | 15.038699192655699 |
| 1991-11-01 | 14.883965535142100 |
| 1991-12-01 | 14.912740315618100 |
| 1992-01-01 | 14.656064801679700 |
| 1992-02-01 | 14.286740336532100 |
| 1992-03-01 | 14.436928803784498 |
| 1992-04-01 | 14.574753834347000 |
| 1992-05-01 | 14.531689818179700 |
| 1992-06-01 | 14.497123885140299 |
| 1992-07-01 | 14.569339631534800 |
| 1992-08-01 | 14.424268746474302 |
| 1992-09-01 | 14.422801215995701 |
| 1992-10-01 | 14.529043850083301 |
| 1992-11-01 | 14.595836030260598 |
| 1992-12-01 | 14.511147155108302 |
| 1993-01-01 | 14.226737118360300 |
| 1993-02-01 | 14.160998395858100 |
| 1993-03-01 | 14.429358268069198 |
| 1993-04-01 | 14.665831363530199 |
| 1993-05-01 | 14.535309184318500 |
| 1993-06-01 | 14.294058980658300 |
| 1993-07-01 | 14.484642030983501 |
| 1993-08-01 | 14.639403895064700 |
| 1993-09-01 | 14.658258635616699 |
| 1993-10-01 | 14.617718615922500 |
| 1993-11-01 | 14.709891457708700 |
| 1993-12-01 | 14.713935974668699 |
| 1994-01-01 | 14.909968502622302 |
| 1994-02-01 | 14.940331060396199 |
| 1994-03-01 | 15.119112208569000 |
| 1994-04-01 | 14.852771293672301 |
| 1994-05-01 | 14.641428632337698 |
| 1994-06-01 | 14.989478011069400 |
| 1994-07-01 | 14.999273643194401 |
| 1994-08-01 | 15.046826432261800 |
| 1994-09-01 | 15.086973470560300 |
| 1994-10-01 | 15.308129026354498 |
| 1994-11-01 | 15.320603687593300 |
| 1994-12-01 | 15.412965511598802 |
| 1995-01-01 | 15.600540659877000 |
| 1995-02-01 | 15.626895448609000 |
| 1995-03-01 | 15.802749650032402 |
| 1995-04-01 | 15.852345191044400 |
| 1995-05-01 | 15.853498311982902 |
| 1995-06-01 | 15.885243076122599 |
| 1995-07-01 | 15.902271188092001 |
| 1995-08-01 | 15.944008036781800 |
| 1995-09-01 | 16.001265262156000 |
| 1995-10-01 | 15.995079488958302 |
| 1995-11-01 | 16.130577179946500 |
| 1995-12-01 | 16.211618030581500 |
| 1996-01-01 | 16.197204739094900 |
| 1996-02-01 | 16.335206816496800 |
| 1996-03-01 | 16.278900627894302 |
| 1996-04-01 | 16.347977413006802 |
| 1996-05-01 | 16.376436573429000 |
| 1996-06-01 | 16.497013531351598 |
| 1996-07-01 | 16.498409501797400 |
| 1996-08-01 | 16.530063492491500 |
| 1996-09-01 | 16.606844899668400 |
| 1996-10-01 | 16.580957952288898 |
| 1996-11-01 | 16.526461717685300 |
| 1996-12-01 | 16.493348467823400 |
| 1997-01-01 | 16.714013396925900 |
| 1997-02-01 | 16.860875113824100 |
| 1997-03-01 | 16.865311172270400 |
| 1997-04-01 | 17.044023453261700 |
| 1997-05-01 | 17.107162767337000 |
| 1997-06-01 | 17.106296941484498 |
| 1997-07-01 | 17.187477138195700 |
| 1997-08-01 | 17.010085031808200 |
| 1997-09-01 | 17.100115326784900 |
| 1997-10-01 | 17.362388755643803 |
| 1997-11-01 | 17.419411467290200 |
| 1997-12-01 | 17.377342990501198 |
| 1998-01-01 | 17.341513008431700 |
| 1998-02-01 | 17.201509917620900 |
| 1998-03-01 | 17.359434185265698 |
| 1998-04-01 | 17.223731758410402 |
| 1998-05-01 | 17.325030621575600 |
| 1998-06-01 | 17.314769043381000 |
| 1998-07-01 | 17.387546966551000 |
| 1998-08-01 | 17.390966856227400 |
| 1998-09-01 | 17.391399450799902 |
| 1998-10-01 | 17.364034427243400 |
| 1998-11-01 | 17.197147972484600 |
| 1998-12-01 | 17.366837799897500 |
| 1999-01-01 | 17.359375666887900 |
| 1999-02-01 | 17.238161820398098 |
| 1999-03-01 | 17.252217641628600 |
| 1999-04-01 | 17.007333061709500 |
| 1999-05-01 | 17.133956101011800 |
| 1999-06-01 | 17.120933659011100 |
| 1999-07-01 | 17.199633785148400 |
| 1999-08-01 | 17.177436754289502 |
| 1999-09-01 | 17.073013204752600 |
| 1999-10-01 | 17.179594241544198 |
| 1999-11-01 | 17.180950140596700 |
| 1999-12-01 | 17.154979196652903 |
| 2000-01-01 | 17.065867738684698 |
| 2000-02-01 | 17.169137959069900 |
| 2000-03-01 | 17.251871392063400 |
| 2000-04-01 | 17.286518720358600 |
| 2000-05-01 | 17.234099455685000 |
| 2000-06-01 | 17.429685125283402 |
| 2000-07-01 | 17.408616380425300 |
| 2000-08-01 | 17.567881703787002 |
| 2000-09-01 | 17.659037159011604 |
| 2000-10-01 | 17.704840668204700 |
| 2000-11-01 | 17.650749025543302 |
| 2000-12-01 | 17.634054139261803 |
| 2001-01-01 | 17.673921749177698 |
| 2001-02-01 | 17.698872005435103 |
| 2001-03-01 | 17.667384336193898 |
| 2001-04-01 | 17.780878660932103 |
| 2001-05-01 | 17.931396026733800 |
| 2001-06-01 | 17.830205028104700 |
| 2001-07-01 | 17.418665120194300 |
| 2001-08-01 | 17.268093576063900 |
| 2001-09-01 | 17.234695280540800 |
| 2001-10-01 | 17.126507051385100 |
| 2001-11-01 | 17.241400545330500 |
| 2001-12-01 | 17.222103918506900 |
| 2002-01-01 | 17.562822176930900 |
| 2002-02-01 | 17.403031123410300 |
| 2002-03-01 | 17.491303557051500 |
| 2002-04-01 | 17.485805206250400 |
| 2002-05-01 | 17.523055789642300 |
| 2002-06-01 | 17.436560208873100 |
| 2002-07-01 | 17.410746810011900 |
| 2002-08-01 | 17.474093846433200 |
| 2002-09-01 | 17.424071013936697 |
| 2002-10-01 | 17.239846802428100 |
| 2002-11-01 | 17.230289334920700 |
| 2002-12-01 | 17.207964357657700 |
| 2003-01-01 | 16.945723881475500 |
| 2003-02-01 | 16.903241740075800 |
| 2003-03-01 | 16.810659958701300 |
| 2003-04-01 | 16.699598347746903 |
| 2003-05-01 | 16.611044406190500 |
| 2003-06-01 | 16.534733317757098 |
| 2003-07-01 | 16.606761277256698 |
| 2003-08-01 | 16.589261334217300 |
| 2003-09-01 | 16.521675589536000 |
| 2003-10-01 | 16.743523256487700 |
| 2003-11-01 | 16.547431967944000 |
| 2003-12-01 | 16.600564921884800 |
| 2004-01-01 | 16.335320992392300 |
| 2004-02-01 | 16.084759704976800 |
| 2004-03-01 | 16.009867430277900 |
| 2004-04-01 | 15.904624456364800 |
| 2004-05-01 | 16.107585679086900 |
| 2004-06-01 | 16.130199144786400 |
| 2004-07-01 | 16.096532453871400 |
| 2004-08-01 | 16.110890383336802 |
| 2004-09-01 | 16.239798135786200 |
| 2004-10-01 | 16.233473946193598 |
| 2004-11-01 | 16.258854682815900 |
| 2004-12-01 | 16.402882828459300 |
| 2005-01-01 | 16.739499063107900 |
| 2005-02-01 | 16.777240025171302 |
| 2005-03-01 | 16.803534606398898 |
| 2005-04-01 | 16.803339667472900 |
| 2005-05-01 | 16.907124657164700 |
| 2005-06-01 | 17.013305617609902 |
| 2005-07-01 | 17.285992524386100 |
| 2005-08-01 | 17.325875039666300 |
| 2005-09-01 | 17.351793778001300 |
| 2005-10-01 | 17.428225324653003 |
| 2005-11-01 | 17.478532019468602 |
| 2005-12-01 | 17.511613311379700 |
| 2006-01-01 | 17.349281918160802 |
| 2006-02-01 | 17.351866886896200 |
| 2006-03-01 | 17.377711282431500 |
| 2006-04-01 | 17.593350150796798 |
| 2006-05-01 | 17.705698075416700 |
| 2006-06-01 | 17.707566049853600 |
| 2006-07-01 | 17.480046336031002 |
| 2006-08-01 | 17.552668969533900 |
| 2006-09-01 | 17.573454290644800 |
| 2006-10-01 | 17.621050180586800 |
| 2006-11-01 | 17.587454624166100 |
| 2006-12-01 | 17.533554163995600 |
| 2007-01-01 | 17.858025906325500 |
| 2007-02-01 | 18.033045408599200 |
| 2007-03-01 | 18.149785594545300 |
| 2007-04-01 | 18.182950013796802 |
| 2007-05-01 | 18.099369148713200 |
| 2007-06-01 | 18.107045866280103 |
| 2007-07-01 | 17.984906624594398 |
| 2007-08-01 | 17.866682746014200 |
| 2007-09-01 | 17.779734103263500 |
| 2007-10-01 | 17.922093485634300 |
| 2007-11-01 | 17.890775686006100 |
| 2007-12-01 | 17.748581842601000 |
| 2008-01-01 | 17.765588280968800 |
| 2008-02-01 | 17.715020553850998 |
| 2008-03-01 | 17.622721267916000 |
| 2008-04-01 | 17.375801328557802 |
| 2008-05-01 | 17.301824209100300 |
| 2008-06-01 | 17.224216212078097 |
| 2008-07-01 | 17.295489061329402 |
| 2008-08-01 | 17.271383501248400 |
| 2008-09-01 | 17.177092244080300 |
| 2008-10-01 | 17.012146651548100 |
| 2008-11-01 | 16.978046885126900 |
| 2008-12-01 | 16.864730163298700 |
| 2009-01-01 | 16.660157965637900 |
| 2009-02-01 | 16.509369349272600 |
| 2009-03-01 | 16.317247499631400 |
| 2009-04-01 | 16.183658239009600 |
| 2009-05-01 | 16.103406923225900 |
| 2009-06-01 | 15.837712745318802 |
| 2009-07-01 | 15.716702454810902 |
| 2009-08-01 | 15.462585038138899 |
| 2009-09-01 | 15.363283975460801 |
| 2009-10-01 | 15.301929580614200 |
| 2009-11-01 | 15.067431953849699 |
| 2009-12-01 | 15.069707085710000 |
| 2010-01-01 | 15.152035973914002 |
| 2010-02-01 | 15.111027528253100 |
| 2010-03-01 | 15.129290226040200 |
| 2010-04-01 | 15.090952664064698 |
| 2010-05-01 | 15.104108688385802 |
| 2010-06-01 | 15.151509194056500 |
| 2010-07-01 | 15.126709001071598 |
| 2010-08-01 | 15.145181160125501 |
| 2010-09-01 | 15.145463666103598 |
| 2010-10-01 | 15.088672473088800 |
| 2010-11-01 | 15.160762241808900 |
| 2010-12-01 | 15.270197180624900 |
| 2011-01-01 | 15.053201649098300 |
| 2011-02-01 | 15.019500907931400 |
| 2011-03-01 | 15.045131877170999 |
| 2011-04-01 | 15.100145788404400 |
| 2011-05-01 | 15.003083670850401 |
| 2011-06-01 | 15.058257784492199 |
| 2011-07-01 | 15.240907240771401 |
| 2011-08-01 | 15.125622062627098 |
| 2011-09-01 | 15.132273403945199 |
| 2011-10-01 | 15.079470833527800 |
| 2011-11-01 | 15.060316495257800 |
| 2011-12-01 | 15.066147099223500 |
| 2012-01-01 | 15.049508608309200 |
| 2012-02-01 | 15.121139094149600 |
| 2012-03-01 | 15.154278870630500 |
| 2012-04-01 | 15.206868666791700 |
| 2012-05-01 | 15.307788554755900 |
| 2012-06-01 | 15.364589083135300 |
| 2012-07-01 | 15.251468298116698 |
| 2012-08-01 | 15.314662335493100 |
| 2012-09-01 | 15.327188797287901 |
| 2012-10-01 | 15.471504657702100 |
| 2012-11-01 | 15.472589078193900 |
| 2012-12-01 | 15.469356266901500 |
| 2013-01-01 | 15.330191371322000 |
| 2013-02-01 | 15.301621791128400 |
| 2013-03-01 | 15.252922931443100 |
| 2013-04-01 | 15.417833768120800 |
| 2013-05-01 | 15.415183649178300 |
| 2013-06-01 | 15.375819299525800 |
| 2013-07-01 | 15.458080712851600 |
| 2013-08-01 | 15.517367670719200 |
| 2013-09-01 | 15.530396567975900 |
| 2013-10-01 | 15.472555287516100 |
| 2013-11-01 | 15.481692854898400 |
| 2013-12-01 | 15.464402990359800 |
| 2014-01-01 | 15.708752114239800 |
| 2014-02-01 | 15.682416375548101 |
| 2014-03-01 | 15.753907827211002 |
| 2014-04-01 | 15.620727496116500 |
| 2014-05-01 | 15.519012924696600 |
| 2014-06-01 | 15.683291405203600 |
| 2014-07-01 | 15.760509217616802 |
| 2014-08-01 | 15.827531489947901 |
| 2014-09-01 | 15.840675198962900 |
| 2014-10-01 | 15.876078426694500 |
| 2014-11-01 | 15.897115408282700 |
| 2014-12-01 | 15.862956861598802 |
| 2015-01-01 | 15.878769803367698 |
| 2015-02-01 | 15.859532503607399 |
| 2015-03-01 | 15.846137741182101 |
| 2015-04-01 | 15.728845830344902 |
| 2015-05-01 | 15.723737386424599 |
| 2015-06-01 | 15.780072462869699 |
| 2015-07-01 | 15.763686146786402 |
| 2015-08-01 | 15.747869151845400 |
| 2015-09-01 | 15.561189816028099 |
| 2015-10-01 | 15.779398553181000 |
| 2015-11-01 | 15.690453946137800 |
| 2015-12-01 | 15.745346545789400 |
| 2016-01-01 | 15.867424957057500 |
| 2016-02-01 | 15.856375169491999 |
| 2016-03-01 | 15.740645006331901 |
| 2016-04-01 | 15.842819819616698 |
| 2016-05-01 | 15.735403283456900 |
| 2016-06-01 | 15.664721766025900 |
| 2016-07-01 | 15.760254307499800 |
| 2016-08-01 | 15.657555732847500 |
| 2016-09-01 | 15.772119562900400 |
| 2016-10-01 | 15.678177047677500 |
| 2016-11-01 | 15.782670253676800 |
| 2016-12-01 | 15.829430776836300 |
| 2017-01-01 | 15.868838099341199 |
| 2017-02-01 | 15.964521485013199 |
| 2017-03-01 | 16.045555823293398 |
| 2017-04-01 | 16.267848012051598 |
| 2017-05-01 | 16.235393083780500 |
| 2017-06-01 | 16.243110787798802 |
| 2017-07-01 | 16.144996574109800 |
| 2017-08-01 | 16.268950356121000 |
| 2017-09-01 | 16.173266501829800 |
| 2017-10-01 | 16.275030278680102 |
| 2017-11-01 | 16.264487651236100 |
| 2017-12-01 | 16.305014036171200 |
| 2018-01-01 | 16.397752482122500 |
| 2018-02-01 | 16.390219317184500 |
| 2018-03-01 | 16.455292067860302 |
| 2018-04-01 | 16.386425006943200 |
| 2018-05-01 | 16.428582569118400 |
| 2018-06-01 | 16.521291982198000 |
| 2018-07-01 | 16.225818992061500 |
| 2018-08-01 | 16.462056086924502 |
| 2018-09-01 | 16.468668510382700 |
| 2018-10-01 | 16.778070435606900 |
| 2018-11-01 | 16.761171320719700 |
| 2018-12-01 | 16.801141260941698 |
| 2019-01-01 | 16.620013042786500 |
| 2019-02-01 | 16.608771301789400 |
| 2019-03-01 | 16.662287455391800 |
| 2019-04-01 | 16.598206086233600 |
| 2019-05-01 | 16.612814985548000 |
| 2019-06-01 | 16.609198873705402 |
| 2019-07-01 | 17.094725488734700 |
| 2019-08-01 | 17.154554687134800 |
| 2019-09-01 | 17.069150915027600 |
| 2019-10-01 | 16.983548883696000 |
| 2019-11-01 | 16.967059101589697 |
| 2019-12-01 | 16.904369214420303 |
| 2020-01-01 | 16.943835240325300 |
| 2020-02-01 | 16.922005496541700 |
| 2020-03-01 | 16.766473179000900 |
| 2020-04-01 | 15.787230030763200 |
| 2020-05-01 | 16.001945275712302 |
| 2020-06-01 | 15.902773084206900 |
| 2020-07-01 | 15.984226967834001 |
| 2020-08-01 | 15.844107622813900 |
| 2020-09-01 | 15.968001265898199 |
| 2020-10-01 | 15.895116989572700 |
| 2020-11-01 | 15.890794485782198 |
| 2020-12-01 | 15.930784828896199 |
| 2021-01-01 | 15.840798337933900 |
| 2021-02-01 | 15.914334705265600 |
| 2021-03-01 | 15.973349470250199 |
| 2021-04-01 | 15.959815905250402 |
| 2021-05-01 | 15.883635185050302 |
| 2021-06-01 | 15.906701309122699 |
| 2021-07-01 | 15.873713197600999 |
| 2021-08-01 | 15.935618355852199 |
| 2021-09-01 | 15.865875377740700 |
| 2021-10-01 | 15.907966342562801 |
| 2021-11-01 | 16.011868543113803 |
| 2021-12-01 | 16.047620140725300 |
| 2022-01-01 | 16.251674292093302 |
| 2022-02-01 | 16.316690195967098 |
| 2022-03-01 | 16.380373880611902 |
| 2022-04-01 | 16.521419208258000 |
| 2022-05-01 | 16.571233577745097 |
| 2022-06-01 | 16.605050644184500 |
| 2022-07-01 | 16.772956517045802 |
| 2022-08-01 | 16.816314784946000 |
| 2022-09-01 | 16.863579209371000 |
| 2022-10-01 | 17.122112308904100 |
| 2022-11-01 | 17.129809257031600 |
| 2022-12-01 | 17.363994230841502 |
| 2023-01-01 | 17.661858565588800 |
| 2023-02-01 | 17.624734024567500 |
| 2023-03-01 | 17.691103695314700 |
| 2023-04-01 | 17.786096238371602 |
| 2023-05-01 | 17.859690108779102 |
| 2023-06-01 | 18.004115241751800 |
| 2023-07-01 | 17.873948204923998 |
| 2023-08-01 | 17.901329688359002 |
| 2023-09-01 | 17.968145567962500 |
| 2023-10-01 | 17.525474187879600 |
| 2023-11-01 | 17.836994529479497 |
| 2023-12-01 | 17.768308946747700 |
| 2024-01-01 | 17.660433921314400 |
| 2024-02-01 | 17.425775167486900 |
| 2024-03-01 | 17.592287637547000 |
| 2024-04-01 | 17.669874302928502 |
| 2024-05-01 | 17.763275777817000 |
| 2024-06-01 | 17.507170704102700 |
| 2024-07-01 | 17.586073703946300 |
| 2024-08-01 | 17.694242094954603 |
| 2024-09-01 | 17.662603607712200 |
