Title: All Employees: Wholesale Trade in Miami-Miami Beach-Kendall, FL (MD) Series ID: SMU12331244100000001SA 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 2023-10-01 Last Updated: 2023-11-18 5:19 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU12331244100000001). 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 60.996980367226000 1990-02-01 61.118819482710800 1990-03-01 61.175647639316700 1990-04-01 61.878346382471600 1990-05-01 62.230657384370900 1990-06-01 62.301808310891890 1990-07-01 62.092014990318900 1990-08-01 62.226145619686500 1990-09-01 62.440515280251105 1990-10-01 62.186558158767600 1990-11-01 62.146385013714510 1990-12-01 62.220124201068790 1991-01-01 62.205156736687000 1991-02-01 62.201027217344500 1991-03-01 62.039746758672600 1991-04-01 60.903390905076996 1991-05-01 61.123564982457890 1991-06-01 61.107092070233790 1991-07-01 60.457452664781705 1991-08-01 60.530877520003300 1991-09-01 60.665720371712204 1991-10-01 60.815529888431300 1991-11-01 60.896054229493000 1991-12-01 61.036784624854500 1992-01-01 60.089300456230710 1992-02-01 59.949804942178710 1992-03-01 59.749189754707790 1992-04-01 60.545961641254100 1992-05-01 60.615863297673705 1992-06-01 60.726909019755205 1992-07-01 61.610282967086604 1992-08-01 61.226583857231500 1992-09-01 60.617529543774500 1992-10-01 61.168085709343610 1992-11-01 61.269768771707604 1992-12-01 61.273110485585000 1993-01-01 61.440698930920110 1993-02-01 61.574032717076500 1993-03-01 61.523436901861600 1993-04-01 61.800581256390295 1993-05-01 62.006159698357800 1993-06-01 62.044563810870200 1993-07-01 62.276538524804200 1993-08-01 62.127959889603396 1993-09-01 62.179304957657300 1993-10-01 62.335958339794800 1993-11-01 62.260196229346896 1993-12-01 62.523283026390494 1994-01-01 61.944299125251400 1994-02-01 62.161841329145794 1994-03-01 62.313435599625800 1994-04-01 62.054343236879900 1994-05-01 62.103206122532995 1994-06-01 62.055492007666500 1994-07-01 62.266783651566200 1994-08-01 62.160985151591100 1994-09-01 62.237025122061990 1994-10-01 61.593372274288800 1994-11-01 62.020871863590900 1994-12-01 62.534993364375800 1995-01-01 63.352867903443100 1995-02-01 63.764879848744600 1995-03-01 63.935721271461300 1995-04-01 63.408904823858606 1995-05-01 63.512721828586800 1995-06-01 63.369526549038895 1995-07-01 63.566385469334790 1995-08-01 64.007317352969600 1995-09-01 63.972126291859400 1995-10-01 63.820170515382200 1995-11-01 63.854907747066500 1995-12-01 63.821573725259110 1996-01-01 64.265759802749600 1996-02-01 64.287829284061200 1996-03-01 64.523116662867410 1996-04-01 64.246986256773800 1996-05-01 64.451402736318000 1996-06-01 64.884999418472900 1996-07-01 64.662657717389100 1996-08-01 65.040269679457800 1996-09-01 65.277443739989700 1996-10-01 65.628625798577300 1996-11-01 65.951188764604300 1996-12-01 66.169734995714800 1997-01-01 66.629842842931990 1997-02-01 66.962910007870600 1997-03-01 67.069710507965900 1997-04-01 67.564565248565800 1997-05-01 67.694063501516900 1997-06-01 67.889802882248100 1997-07-01 67.229890762503600 1997-08-01 67.652176024552400 1997-09-01 67.962012491396800 1997-10-01 68.225170119924710 1997-11-01 68.659089649262400 1997-12-01 68.728642176858100 1998-01-01 66.909953526745700 1998-02-01 67.151170935007500 1998-03-01 67.571762187534700 1998-04-01 67.556906359415400 1998-05-01 67.913736150683790 1998-06-01 67.881029866532800 1998-07-01 68.488042921106000 1998-08-01 68.651501824106100 1998-09-01 68.728448420136000 1998-10-01 69.142038211940100 1998-11-01 68.971178463265800 1998-12-01 69.087272145009210 1999-01-01 67.925567644048900 1999-02-01 68.252218024506800 1999-03-01 67.961043017782800 1999-04-01 67.745462047365700 1999-05-01 67.415693900826600 1999-06-01 67.567374999507400 1999-07-01 67.749512208702800 1999-08-01 67.731149979517400 1999-09-01 67.604343350184410 1999-10-01 67.350129932352500 1999-11-01 67.405524045457900 1999-12-01 67.680227383970000 2000-01-01 67.620850844290100 2000-02-01 67.352252516961900 2000-03-01 67.932761483821110 2000-04-01 68.724427473720710 2000-05-01 68.915656343961700 2000-06-01 69.154827730303000 2000-07-01 69.442733572693500 2000-08-01 69.479178192257790 2000-09-01 69.884028884124790 2000-10-01 69.472850580638800 2000-11-01 70.044778492486700 2000-12-01 70.371561371874900 2001-01-01 71.121817664382000 2001-02-01 71.452519853719510 2001-03-01 71.670790334594500 2001-04-01 71.608047767483410 2001-05-01 71.819724097179800 2001-06-01 71.646910010120100 2001-07-01 71.248177143062210 2001-08-01 71.238679430198800 2001-09-01 71.279662851089710 2001-10-01 71.064467910668800 2001-11-01 71.277299224175000 2001-12-01 70.963879097406000 2002-01-01 70.923616428262400 2002-02-01 70.845005046037500 2002-03-01 71.297588398587100 2002-04-01 70.102821484818110 2002-05-01 70.327471102328900 2002-06-01 70.356370741883400 2002-07-01 70.158785605513400 2002-08-01 70.199348455057000 2002-09-01 69.974300082575500 2002-10-01 70.165134891446700 2002-11-01 69.976185658603800 2002-12-01 69.719209165302900 2003-01-01 71.363382184410000 2003-02-01 71.043458507821210 2003-03-01 70.706631390794600 2003-04-01 71.315891475537500 2003-05-01 71.346854737177810 2003-06-01 71.583775866901700 2003-07-01 71.748658240107500 2003-08-01 72.067358251535500 2003-09-01 72.075230439610210 2003-10-01 72.242640440438210 2003-11-01 72.260760540958500 2003-12-01 72.777796566058090 2004-01-01 72.911211356509800 2004-02-01 73.142795709824500 2004-03-01 73.412624234811000 2004-04-01 73.443134142654900 2004-05-01 73.458859853739000 2004-06-01 73.413735369954800 2004-07-01 73.629041831488510 2004-08-01 73.443440670210500 2004-09-01 73.152844199356700 2004-10-01 73.850044059886090 2004-11-01 74.247217726758100 2004-12-01 73.829968271802300 2005-01-01 73.783629248021600 2005-02-01 73.837796374113100 2005-03-01 73.604547671391700 2005-04-01 73.765639688107300 2005-05-01 73.738878592575700 2005-06-01 73.741570900308500 2005-07-01 74.204697413734000 2005-08-01 74.060059134415210 2005-09-01 73.931631426705800 2005-10-01 73.653994902736200 2005-11-01 73.830154448746090 2005-12-01 73.922155460812600 2006-01-01 73.748519729026910 2006-02-01 73.809898231308000 2006-03-01 73.993427895732410 2006-04-01 74.182943606838800 2006-05-01 74.373962429351790 2006-06-01 74.965707874112500 2006-07-01 75.097755115471710 2006-08-01 75.497914922730400 2006-09-01 75.730343833672500 2006-10-01 75.973246124996590 2006-11-01 76.199196265737710 2006-12-01 76.330800485494100 2007-01-01 76.802876712824400 2007-02-01 76.882808092889500 2007-03-01 77.266483352482300 2007-04-01 76.680712359693400 2007-05-01 76.700916430618590 2007-06-01 76.983043777001910 2007-07-01 75.898493317677590 2007-08-01 75.945770772663700 2007-09-01 76.083066541815090 2007-10-01 75.661097585442700 2007-11-01 75.561518780533290 2007-12-01 75.674779748433800 2008-01-01 75.116107346181410 2008-02-01 75.056391814934090 2008-03-01 75.046699421431580 2008-04-01 74.758226170409910 2008-05-01 74.621055333634400 2008-06-01 74.209270752025920 2008-07-01 73.702875771291000 2008-08-01 73.686087154926500 2008-09-01 73.354643443245900 2008-10-01 72.859225289018910 2008-11-01 72.339699328974900 2008-12-01 71.829114052015200 2009-01-01 70.986848319448300 2009-02-01 70.642783157444600 2009-03-01 69.914202647012500 2009-04-01 69.518955920503100 2009-05-01 69.149312550590500 2009-06-01 68.740447748281300 2009-07-01 68.413814176687000 2009-08-01 68.021363051572800 2009-09-01 67.850992150307800 2009-10-01 67.942702648359800 2009-11-01 67.932965748262100 2009-12-01 67.885114533091000 2010-01-01 67.926019495641500 2010-02-01 67.917918198586900 2010-03-01 67.989279075693800 2010-04-01 68.084511947314610 2010-05-01 68.093305913363300 2010-06-01 68.164758690315510 2010-07-01 68.344033200394290 2010-08-01 68.338830311803700 2010-09-01 68.227036025419300 2010-10-01 68.560372299702100 2010-11-01 68.541647437513400 2010-12-01 68.426496023123110 2011-01-01 68.428719520985000 2011-02-01 68.495960805629990 2011-03-01 68.555981595960500 2011-04-01 69.358463538524500 2011-05-01 68.579653890572300 2011-06-01 69.081510302555000 2011-07-01 69.482816911599290 2011-08-01 69.849196567713600 2011-09-01 70.092979240563410 2011-10-01 70.069514596948900 2011-11-01 70.157704720497000 2011-12-01 70.540363454467300 2012-01-01 71.327094500892910 2012-02-01 71.468604428902410 2012-03-01 71.835897050071400 2012-04-01 72.454966781753900 2012-05-01 72.293022262205500 2012-06-01 72.278825284203210 2012-07-01 72.228719421603100 2012-08-01 72.067961960487500 2012-09-01 72.308111806536800 2012-10-01 72.692056780844200 2012-11-01 72.575894197083400 2012-12-01 72.735885680393800 2013-01-01 72.640413039622200 2013-02-01 72.746230706260200 2013-03-01 72.938571072346000 2013-04-01 72.749764658952290 2013-05-01 72.910677817432000 2013-06-01 72.877192995109500 2013-07-01 72.654228998339790 2013-08-01 72.791883515240800 2013-09-01 72.717860896785800 2013-10-01 72.292455615828590 2013-11-01 72.388898640397800 2013-12-01 72.411847166412300 2014-01-01 72.594900004714300 2014-02-01 72.736685939840300 2014-03-01 72.466290466006300 2014-04-01 72.352856135876000 2014-05-01 72.228911953905000 2014-06-01 72.350195460851500 2014-07-01 72.749905642879200 2014-08-01 72.907450889058600 2014-09-01 73.006698464496100 2014-10-01 73.306800049439900 2014-11-01 73.895005483353700 2014-12-01 73.620774740521500 2015-01-01 73.465599915776790 2015-02-01 73.339343460604800 2015-03-01 73.203283999882400 2015-04-01 73.146293182136590 2015-05-01 73.057441807885000 2015-06-01 73.223110592919300 2015-07-01 72.898063316901800 2015-08-01 72.906836240979500 2015-09-01 73.100989114875090 2015-10-01 73.210737361887710 2015-11-01 73.087904284512090 2015-12-01 73.055115233209900 2016-01-01 72.867414289044900 2016-02-01 73.050753641870700 2016-03-01 72.942678407561600 2016-04-01 73.451929818736420 2016-05-01 73.405176872442210 2016-06-01 73.078747478027900 2016-07-01 73.218405806570300 2016-08-01 73.177145040907090 2016-09-01 73.164664180894400 2016-10-01 72.925804597249400 2016-11-01 73.383520125452210 2016-12-01 73.517289482230000 2017-01-01 73.684311845065600 2017-02-01 73.574491568313900 2017-03-01 73.781706056748900 2017-04-01 73.860292342473300 2017-05-01 74.154554595081500 2017-06-01 73.970825331696600 2017-07-01 73.798993140501790 2017-08-01 73.617526465923800 2017-09-01 72.940841576371100 2017-10-01 73.219563261042080 2017-11-01 72.875660265901500 2017-12-01 73.169712848020200 2018-01-01 73.518503823510000 2018-02-01 73.610514452151700 2018-03-01 73.799932462303200 2018-04-01 74.087200358727500 2018-05-01 73.726551814420400 2018-06-01 73.909972784269300 2018-07-01 73.666424008779710 2018-08-01 73.818060866985900 2018-09-01 74.126140351619600 2018-10-01 74.091738722644510 2018-11-01 74.261438007374200 2018-12-01 74.095342856346400 2019-01-01 74.158231534928200 2019-02-01 74.351889963359600 2019-03-01 74.119435299167590 2019-04-01 74.011479046048300 2019-05-01 73.891383999744000 2019-06-01 74.223226174287400 2019-07-01 74.040480817867300 2019-08-01 74.010192310133900 2019-09-01 74.136837068338790 2019-10-01 73.824733889864400 2019-11-01 73.842573928342700 2019-12-01 73.986900274802510 2020-01-01 73.986481449210600 2020-02-01 73.971581583480900 2020-03-01 73.437324235319100 2020-04-01 67.828760666715200 2020-05-01 69.072738705067300 2020-06-01 70.370183285380290 2020-07-01 69.750250945598500 2020-08-01 69.720924609663710 2020-09-01 69.774034790470110 2020-10-01 69.918858940945000 2020-11-01 70.116129993570200 2020-12-01 70.252474335925900 2021-01-01 72.099957758132700 2021-02-01 72.376384021019090 2021-03-01 72.766194971569000 2021-04-01 72.838452050408000 2021-05-01 72.916983803038700 2021-06-01 73.116422774705910 2021-07-01 73.811185629996910 2021-08-01 74.273689839864400 2021-09-01 74.314292313546400 2021-10-01 74.815827908204600 2021-11-01 74.991392770258200 2021-12-01 75.121511576973200 2022-01-01 74.690143641848700 2022-02-01 75.063034774877210 2022-03-01 75.375082780915790 2022-04-01 75.937766252033000 2022-05-01 76.559441582486800 2022-06-01 76.331052362540600 2022-07-01 76.810665460059910 2022-08-01 77.053888709930000 2022-09-01 77.858016570220400 2022-10-01 77.429596528342590 2022-11-01 77.563987132984300 2022-12-01 77.498420247030000 2023-01-01 78.875489789968090 2023-02-01 79.246446371995200 2023-03-01 79.281250952627090 2023-04-01 79.538296184604400 2023-05-01 79.468675916714420 2023-06-01 79.888266136928900 2023-07-01 80.446526233199500 2023-08-01 80.864517817211590 2023-09-01 81.268470284286210 2023-10-01 82.180883578694200