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 2024-10-01 |
| Last Updated | 2024-11-20 4:58 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 | 14.895062627896400 |
| 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 | 14.422801215995800 |
| 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 | 17.044023453261800 |
| 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 | 17.177436754289400 |
| 1999-09-01 | 17.073013204752500 |
| 1999-10-01 | 17.179594241544198 |
| 1999-11-01 | 17.180950140596700 |
| 1999-12-01 | 17.154979196652903 |
| 2000-01-01 | 17.065867738684800 |
| 2000-02-01 | 17.169137959070000 |
| 2000-03-01 | 17.251871392063500 |
| 2000-04-01 | 17.286518720358600 |
| 2000-05-01 | 17.234099455685100 |
| 2000-06-01 | 17.429685125283402 |
| 2000-07-01 | 17.408616380425197 |
| 2000-08-01 | 17.567881703786900 |
| 2000-09-01 | 17.659037159011500 |
| 2000-10-01 | 17.704840668204700 |
| 2000-11-01 | 17.650749025543302 |
| 2000-12-01 | 17.634054139261900 |
| 2001-01-01 | 17.673921749177900 |
| 2001-02-01 | 17.698872005435200 |
| 2001-03-01 | 17.667384336194000 |
| 2001-04-01 | 17.780878660932300 |
| 2001-05-01 | 17.931396026733697 |
| 2001-06-01 | 17.830205028104600 |
| 2001-07-01 | 17.418665120194100 |
| 2001-08-01 | 17.268093576063600 |
| 2001-09-01 | 17.234695280540500 |
| 2001-10-01 | 17.126507051384802 |
| 2001-11-01 | 17.241400545330300 |
| 2001-12-01 | 17.222103918506800 |
| 2002-01-01 | 17.562822176933800 |
| 2002-02-01 | 17.403031123409900 |
| 2002-03-01 | 17.491303557050800 |
| 2002-04-01 | 17.485805206250000 |
| 2002-05-01 | 17.523055789641400 |
| 2002-06-01 | 17.436560208872600 |
| 2002-07-01 | 17.410746810011800 |
| 2002-08-01 | 17.474093846433497 |
| 2002-09-01 | 17.424071013937198 |
| 2002-10-01 | 17.239846802428602 |
| 2002-11-01 | 17.230289334920800 |
| 2002-12-01 | 17.207964357657300 |
| 2003-01-01 | 16.945723881480202 |
| 2003-02-01 | 16.903241740073600 |
| 2003-03-01 | 16.810659958698000 |
| 2003-04-01 | 16.699598347743900 |
| 2003-05-01 | 16.611044406186302 |
| 2003-06-01 | 16.534733317761000 |
| 2003-07-01 | 16.606761277262198 |
| 2003-08-01 | 16.589261334225900 |
| 2003-09-01 | 16.521675589544500 |
| 2003-10-01 | 16.743523256492000 |
| 2003-11-01 | 16.547431967937200 |
| 2003-12-01 | 16.600564921861800 |
| 2004-01-01 | 16.335320992373800 |
| 2004-02-01 | 16.084759704953100 |
| 2004-03-01 | 16.009867430265800 |
| 2004-04-01 | 15.904624456371100 |
| 2004-05-01 | 16.107585679116300 |
| 2004-06-01 | 16.130199144845100 |
| 2004-07-01 | 16.096532453924700 |
| 2004-08-01 | 16.110890383367600 |
| 2004-09-01 | 16.239798135827000 |
| 2004-10-01 | 16.233473946143500 |
| 2004-11-01 | 16.258854682722500 |
| 2004-12-01 | 16.402882828334903 |
| 2005-01-01 | 16.739499063005100 |
| 2005-02-01 | 16.777240025110600 |
| 2005-03-01 | 16.803534606414000 |
| 2005-04-01 | 16.803339667564000 |
| 2005-05-01 | 16.907124657332000 |
| 2005-06-01 | 17.013305617826500 |
| 2005-07-01 | 17.285992524557600 |
| 2005-08-01 | 17.325875039725002 |
| 2005-09-01 | 17.351793778021500 |
| 2005-10-01 | 17.428225324452697 |
| 2005-11-01 | 17.478532019164700 |
| 2005-12-01 | 17.511613311039500 |
| 2006-01-01 | 17.349281917923300 |
| 2006-02-01 | 17.351866886766800 |
| 2006-03-01 | 17.377711282405400 |
| 2006-04-01 | 17.593350150817700 |
| 2006-05-01 | 17.705698076774800 |
| 2006-06-01 | 17.707566050063400 |
| 2006-07-01 | 17.480046336132700 |
| 2006-08-01 | 17.552668969534700 |
| 2006-09-01 | 17.573454290759700 |
| 2006-10-01 | 17.621050180590000 |
| 2006-11-01 | 17.587454621089197 |
| 2006-12-01 | 17.533554164247800 |
| 2007-01-01 | 17.858025906828800 |
| 2007-02-01 | 18.033045409149900 |
| 2007-03-01 | 18.149785594987100 |
| 2007-04-01 | 18.182950014084998 |
| 2007-05-01 | 18.099369151499800 |
| 2007-06-01 | 18.107045866468802 |
| 2007-07-01 | 17.984906624339000 |
| 2007-08-01 | 17.866682745186400 |
| 2007-09-01 | 17.779734101668300 |
| 2007-10-01 | 17.922093483231100 |
| 2007-11-01 | 17.890775677401700 |
| 2007-12-01 | 17.748581843981400 |
| 2008-01-01 | 17.765588283626400 |
| 2008-02-01 | 17.715020559662303 |
| 2008-03-01 | 17.622721275717400 |
| 2008-04-01 | 17.375801336411200 |
| 2008-05-01 | 17.301824218357000 |
| 2008-06-01 | 17.224216212439600 |
| 2008-07-01 | 17.295489051142800 |
| 2008-08-01 | 17.271383485672900 |
| 2008-09-01 | 17.177092224037100 |
| 2008-10-01 | 17.012146633462400 |
| 2008-11-01 | 16.978046866866400 |
| 2008-12-01 | 16.864730173418400 |
| 2009-01-01 | 16.660157989236500 |
| 2009-02-01 | 16.509369384446800 |
| 2009-03-01 | 16.317247538143900 |
| 2009-04-01 | 16.183658271959100 |
| 2009-05-01 | 16.103406946005400 |
| 2009-06-01 | 15.837712706071699 |
| 2009-07-01 | 15.716702421780100 |
| 2009-08-01 | 15.462584989875200 |
| 2009-09-01 | 15.363283917923301 |
| 2009-10-01 | 15.301929528175500 |
| 2009-11-01 | 15.067431923525900 |
| 2009-12-01 | 15.069707115161600 |
| 2010-01-01 | 15.152036032090500 |
| 2010-02-01 | 15.111027601854598 |
| 2010-03-01 | 15.129290407322900 |
| 2010-04-01 | 15.090952712711301 |
| 2010-05-01 | 15.104108712786200 |
| 2010-06-01 | 15.151509107031100 |
| 2010-07-01 | 15.126708922767902 |
| 2010-08-01 | 15.145181046031900 |
| 2010-09-01 | 15.145463520557100 |
| 2010-10-01 | 15.088672296449802 |
| 2010-11-01 | 15.160762060761199 |
| 2010-12-01 | 15.270197307006800 |
| 2011-01-01 | 15.053202142967999 |
| 2011-02-01 | 15.019500807636001 |
| 2011-03-01 | 15.045132462902501 |
| 2011-04-01 | 15.100145699343600 |
| 2011-05-01 | 15.003083672374000 |
| 2011-06-01 | 15.058257536526899 |
| 2011-07-01 | 15.240907036486401 |
| 2011-08-01 | 15.125621834691902 |
| 2011-09-01 | 15.132273168208801 |
| 2011-10-01 | 15.079470609008900 |
| 2011-11-01 | 15.060316304375998 |
| 2011-12-01 | 15.066147462197302 |
| 2012-01-01 | 15.049509622556100 |
| 2012-02-01 | 15.121138802662100 |
| 2012-03-01 | 15.154279750547800 |
| 2012-04-01 | 15.206868255740302 |
| 2012-05-01 | 15.307788346810900 |
| 2012-06-01 | 15.364588571856300 |
| 2012-07-01 | 15.251467936299699 |
| 2012-08-01 | 15.314662058202500 |
| 2012-09-01 | 15.327188650404802 |
| 2012-10-01 | 15.471504599035402 |
| 2012-11-01 | 15.472589088158200 |
| 2012-12-01 | 15.469357002219601 |
| 2013-01-01 | 15.330192865629302 |
| 2013-02-01 | 15.301621033403098 |
| 2013-03-01 | 15.252923606214200 |
| 2013-04-01 | 15.417832723851099 |
| 2013-05-01 | 15.415183167644802 |
| 2013-06-01 | 15.375818781379001 |
| 2013-07-01 | 15.458080730631199 |
| 2013-08-01 | 15.517367999306199 |
| 2013-09-01 | 15.530397039431200 |
| 2013-10-01 | 15.472555815577300 |
| 2013-11-01 | 15.481693249602198 |
| 2013-12-01 | 15.464403293333099 |
| 2014-01-01 | 15.708752597616698 |
| 2014-02-01 | 15.682414559091900 |
| 2014-03-01 | 15.753908342040200 |
| 2014-04-01 | 15.620717947375200 |
| 2014-05-01 | 15.519015693786500 |
| 2014-06-01 | 15.683295374931701 |
| 2014-07-01 | 15.760513738299501 |
| 2014-08-01 | 15.827535303413802 |
| 2014-09-01 | 15.840677466881900 |
| 2014-10-01 | 15.876078777305601 |
| 2014-11-01 | 15.897113934342402 |
| 2014-12-01 | 15.862953304412901 |
| 2015-01-01 | 15.878765108221900 |
| 2015-02-01 | 15.859525428567200 |
| 2015-03-01 | 15.846134907931699 |
| 2015-04-01 | 15.728827468753900 |
| 2015-05-01 | 15.723746650041099 |
| 2015-06-01 | 15.780086719674400 |
| 2015-07-01 | 15.763703339120200 |
| 2015-08-01 | 15.747883997487099 |
| 2015-09-01 | 15.561200753713301 |
| 2015-10-01 | 15.779378484925802 |
| 2015-11-01 | 15.690457013066800 |
| 2015-12-01 | 15.745332967109402 |
| 2016-01-01 | 15.867414571190300 |
| 2016-02-01 | 15.856359641090501 |
| 2016-03-01 | 15.740629134986000 |
| 2016-04-01 | 15.842775137772300 |
| 2016-05-01 | 15.735393213867600 |
| 2016-06-01 | 15.664828753179199 |
| 2016-07-01 | 15.760274670851200 |
| 2016-08-01 | 15.657600263348000 |
| 2016-09-01 | 15.772119393359402 |
| 2016-10-01 | 15.678124115634400 |
| 2016-11-01 | 15.782668938269700 |
| 2016-12-01 | 15.829402746537399 |
| 2017-01-01 | 15.868821271431100 |
| 2017-02-01 | 15.964499111006699 |
| 2017-03-01 | 16.045515123093100 |
| 2017-04-01 | 16.267785712959498 |
| 2017-05-01 | 16.235368883705100 |
| 2017-06-01 | 16.243327775024200 |
| 2017-07-01 | 16.145029238029700 |
| 2017-08-01 | 16.269029963787900 |
| 2017-09-01 | 16.173249830915200 |
| 2017-10-01 | 16.274932603838000 |
| 2017-11-01 | 16.264474878739500 |
| 2017-12-01 | 16.304967732396000 |
| 2018-01-01 | 16.397729910702600 |
| 2018-02-01 | 16.390192076443800 |
| 2018-03-01 | 16.455220983109000 |
| 2018-04-01 | 16.386333295424500 |
| 2018-05-01 | 16.428534495363800 |
| 2018-06-01 | 16.521622870657600 |
| 2018-07-01 | 16.225877666561000 |
| 2018-08-01 | 16.462190169987200 |
| 2018-09-01 | 16.468649559376100 |
| 2018-10-01 | 16.777957423066800 |
| 2018-11-01 | 16.761136320045600 |
| 2018-12-01 | 16.801068046920100 |
| 2019-01-01 | 16.619961185244300 |
| 2019-02-01 | 16.608707464539403 |
| 2019-03-01 | 16.662140458275500 |
| 2019-04-01 | 16.598049101040000 |
| 2019-05-01 | 16.612745046789300 |
| 2019-06-01 | 16.609601838576400 |
| 2019-07-01 | 17.094933082638000 |
| 2019-08-01 | 17.154891397050900 |
| 2019-09-01 | 17.069333874145100 |
| 2019-10-01 | 16.983573794321900 |
| 2019-11-01 | 16.966278163861300 |
| 2019-12-01 | 16.904256243032002 |
| 2020-01-01 | 16.943986587131800 |
| 2020-02-01 | 16.921874022000200 |
| 2020-03-01 | 16.766231232816500 |
| 2020-04-01 | 15.786998624090400 |
| 2020-05-01 | 16.001843630520400 |
| 2020-06-01 | 15.903330210788300 |
| 2020-07-01 | 15.984391994814000 |
| 2020-08-01 | 15.844324145751200 |
| 2020-09-01 | 15.969956996159599 |
| 2020-10-01 | 15.894730564240401 |
| 2020-11-01 | 15.888876786274299 |
| 2020-12-01 | 15.930265359809301 |
| 2021-01-01 | 15.840926595351900 |
| 2021-02-01 | 15.914058518493700 |
| 2021-03-01 | 15.973193473520698 |
| 2021-04-01 | 15.959823972650100 |
| 2021-05-01 | 15.883616200097102 |
| 2021-06-01 | 15.907065071681302 |
| 2021-07-01 | 15.874260887038801 |
| 2021-08-01 | 15.936267427330899 |
| 2021-09-01 | 15.870404985245700 |
| 2021-10-01 | 15.906178470761900 |
| 2021-11-01 | 16.008089277837800 |
| 2021-12-01 | 16.046249329364300 |
| 2022-01-01 | 16.251570265522600 |
| 2022-02-01 | 16.316282807916100 |
| 2022-03-01 | 16.380548556679900 |
| 2022-04-01 | 16.522039885504700 |
| 2022-05-01 | 16.571639280564900 |
| 2022-06-01 | 16.605465312112997 |
| 2022-07-01 | 16.774208718549800 |
| 2022-08-01 | 16.817871631784000 |
| 2022-09-01 | 16.871825334526400 |
| 2022-10-01 | 17.116349297055400 |
| 2022-11-01 | 17.124071459502800 |
| 2022-12-01 | 17.361436047791802 |
| 2023-01-01 | 17.661262508323397 |
| 2023-02-01 | 17.624265144924800 |
| 2023-03-01 | 17.691911714205002 |
| 2023-04-01 | 17.787704666640600 |
| 2023-05-01 | 17.860748969202398 |
| 2023-06-01 | 18.004551619039603 |
| 2023-07-01 | 17.876395538553897 |
| 2023-08-01 | 17.904509836059400 |
| 2023-09-01 | 17.979773485678300 |
| 2023-10-01 | 17.514716396586100 |
| 2023-11-01 | 17.829351299473398 |
| 2023-12-01 | 17.764848515414600 |
| 2024-01-01 | 17.659604234195600 |
| 2024-02-01 | 17.425450188128800 |
| 2024-03-01 | 17.593750827552200 |
| 2024-04-01 | 17.672221252126104 |
| 2024-05-01 | 17.764760856181397 |
| 2024-06-01 | 17.507777853968100 |
| 2024-07-01 | 17.588969787437698 |
| 2024-08-01 | 17.698156890415000 |
| 2024-09-01 | 17.676420068759200 |
| 2024-10-01 | 17.711959699557397 |
