NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Oakland-Hayward-Berkeley, CA (MD) Series ID: SMU06360844142400001SA 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 2024-03-01 Last Updated: 2024-04-20 6:53 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 (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/SMU06360844142400001). 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 13.159299597230100 1990-02-01 13.140711472545900 1990-03-01 13.098132115501402 1990-04-01 13.282417152338400 1990-05-01 13.338546919120601 1990-06-01 13.336775763164100 1990-07-01 13.449043066561599 1990-08-01 13.390560701004200 1990-09-01 13.369266864614598 1990-10-01 14.093157813996699 1990-11-01 14.059613266828300 1990-12-01 13.980539364179500 1991-01-01 13.664060203634800 1991-02-01 13.428870350462999 1991-03-01 13.492825422248400 1991-04-01 13.295625383641902 1991-05-01 13.253991438425000 1991-06-01 13.149701414841699 1991-07-01 12.932218510913800 1991-08-01 12.969057538350198 1991-09-01 12.860870159182100 1991-10-01 13.101398952739900 1991-11-01 13.167769671316302 1991-12-01 13.082735144510501 1992-01-01 13.175676085958900 1992-02-01 13.214601496963400 1992-03-01 13.277385127813401 1992-04-01 13.517175236564200 1992-05-01 13.774734632505300 1992-06-01 13.562779130641500 1992-07-01 13.311162600505600 1992-08-01 13.228829412773699 1992-09-01 13.348644233083698 1992-10-01 13.315522222017000 1992-11-01 13.282144780356697 1992-12-01 13.402118252492700 1993-01-01 13.592103616162000 1993-02-01 13.693014391931200 1993-03-01 13.656647479161801 1993-04-01 13.535095684636099 1993-05-01 13.595407615981500 1993-06-01 13.569377143410100 1993-07-01 13.883086611327801 1993-08-01 13.892740034911599 1993-09-01 13.939931460952000 1993-10-01 13.726952935850900 1993-11-01 13.707643011343501 1993-12-01 13.740275083668498 1994-01-01 13.602098018617600 1994-02-01 13.671966988513699 1994-03-01 13.635816868985600 1994-04-01 13.641222180138900 1994-05-01 13.595885498704000 1994-06-01 13.576056227670000 1994-07-01 13.844813672800601 1994-08-01 13.965588038312900 1994-09-01 14.239901873676800 1994-10-01 13.940223762408399 1994-11-01 13.945370509282900 1994-12-01 14.004381817000699 1995-01-01 13.904565062210400 1995-02-01 13.854398842945600 1995-03-01 13.911619509755301 1995-04-01 13.924317431742900 1995-05-01 13.970868517093400 1995-06-01 13.968430573176699 1995-07-01 13.914696807323198 1995-08-01 14.055311854609599 1995-09-01 13.950653377321599 1995-10-01 13.459652641369699 1995-11-01 13.703360029749902 1995-12-01 13.780621588986001 1996-01-01 13.483324131698401 1996-02-01 13.539553237732100 1996-03-01 13.489437805545500 1996-04-01 13.189474081339600 1996-05-01 13.123340273605699 1996-06-01 13.148994172164400 1996-07-01 13.900076870200698 1996-08-01 13.853813905225700 1996-09-01 13.672886591503000 1996-10-01 14.194621551556198 1996-11-01 14.269656596958400 1996-12-01 14.262358823191400 1997-01-01 14.342678697214199 1997-02-01 14.411123882632500 1997-03-01 14.456137690258100 1997-04-01 14.953471519222601 1997-05-01 14.984821807442600 1997-06-01 15.018133918007200 1997-07-01 15.197212793505800 1997-08-01 15.170529621841800 1997-09-01 15.400514269206700 1997-10-01 15.635946942980000 1997-11-01 15.636727870491400 1997-12-01 15.723046672948500 1998-01-01 15.783204252301900 1998-02-01 16.268295436886000 1998-03-01 16.726137089243300 1998-04-01 17.226071864749400 1998-05-01 17.263202198119100 1998-06-01 17.303847255881600 1998-07-01 17.399503309916700 1998-08-01 17.696876101595603 1998-09-01 17.827526101616200 1998-10-01 17.769982941141300 1998-11-01 17.881137879737800 1998-12-01 17.954018472430900 1999-01-01 18.427034566337102 1999-02-01 18.522796374278800 1999-03-01 18.482567419981500 1999-04-01 17.525749082163202 1999-05-01 17.566197807224200 1999-06-01 17.905138817433700 1999-07-01 17.719179947874700 1999-08-01 17.822697436300400 1999-09-01 17.756977409086100 1999-10-01 17.588201809936300 1999-11-01 17.587478005637802 1999-12-01 17.635854114374500 2000-01-01 17.782655823173698 2000-02-01 17.791194802998900 2000-03-01 17.754238532036200 2000-04-01 17.738200234665400 2000-05-01 17.585945152410100 2000-06-01 17.924366107014002 2000-07-01 18.055169292913398 2000-08-01 18.044981814531102 2000-09-01 18.080418315574800 2000-10-01 18.278959931883303 2000-11-01 18.453338097646500 2000-12-01 18.584468233445698 2001-01-01 17.869983368842302 2001-02-01 17.980341625313400 2001-03-01 18.034148611033700 2001-04-01 17.961470103197100 2001-05-01 18.021375165311200 2001-06-01 18.049152953696100 2001-07-01 18.092236983951800 2001-08-01 18.066876356282300 2001-09-01 18.195224061938898 2001-10-01 18.243559337317200 2001-11-01 18.187940526915103 2001-12-01 18.110346281777900 2002-01-01 18.289586222415900 2002-02-01 18.299898589816600 2002-03-01 18.347030628623700 2002-04-01 18.275886161149398 2002-05-01 18.452409669230600 2002-06-01 18.477132390344200 2002-07-01 18.518956045126200 2002-08-01 18.576927927100300 2002-09-01 18.594062332930104 2002-10-01 18.587877376868200 2002-11-01 18.915444244645800 2002-12-01 19.049984837478100 2003-01-01 18.229343489798300 2003-02-01 18.241387373883600 2003-03-01 18.378877494973900 2003-04-01 18.492497180969800 2003-05-01 18.569585848688500 2003-06-01 18.600013336011600 2003-07-01 18.630302740910803 2003-08-01 18.765161354462400 2003-09-01 18.881128610211500 2003-10-01 18.943101268375300 2003-11-01 18.951850331057102 2003-12-01 19.100041646572300 2004-01-01 18.173270713409500 2004-02-01 18.284841449159800 2004-03-01 18.324840814054100 2004-04-01 18.411848163552698 2004-05-01 18.282388428100198 2004-06-01 18.316071988363400 2004-07-01 18.227646708184800 2004-08-01 18.038652975284602 2004-09-01 18.259555769045104 2004-10-01 18.207924029879500 2004-11-01 18.203292412742500 2004-12-01 18.170736864449697 2005-01-01 17.913698180210300 2005-02-01 17.914729696829000 2005-03-01 17.867840400911200 2005-04-01 18.138918085188500 2005-05-01 18.094018620017200 2005-06-01 18.233387673255500 2005-07-01 18.110604143591700 2005-08-01 18.112508381889500 2005-09-01 17.936244274668600 2005-10-01 17.983646343080302 2005-11-01 17.959144390838900 2005-12-01 17.851420487845303 2006-01-01 17.846945361482803 2006-02-01 17.834863237711300 2006-03-01 17.902542199201104 2006-04-01 18.071477167506900 2006-05-01 18.306302288978500 2006-06-01 18.456017005946700 2006-07-01 18.693491088574200 2006-08-01 18.787491731985900 2006-09-01 18.911114574127100 2006-10-01 18.952386998034100 2006-11-01 19.015842526138698 2006-12-01 19.145220045570900 2007-01-01 19.274826225008898 2007-02-01 19.355007232742103 2007-03-01 19.337601416957500 2007-04-01 19.203516717775802 2007-05-01 19.211150438466600 2007-06-01 19.284170970814000 2007-07-01 19.174846974771000 2007-08-01 19.165226054110500 2007-09-01 19.183744970711600 2007-10-01 19.223234197077300 2007-11-01 19.270940252290398 2007-12-01 19.337911541500798 2008-01-01 19.401886033229000 2008-02-01 19.482859227846000 2008-03-01 19.474947430825300 2008-04-01 19.326853557771603 2008-05-01 19.314338165045500 2008-06-01 19.110811651494302 2008-07-01 19.057767510083497 2008-08-01 18.945198902273802 2008-09-01 18.856857554647700 2008-10-01 18.686531095826698 2008-11-01 18.633803492190000 2008-12-01 18.524920373905500 2009-01-01 18.436148599194700 2009-02-01 18.322341562299000 2009-03-01 18.215997573715104 2009-04-01 18.136420609630200 2009-05-01 17.913463045112800 2009-06-01 17.931533148301900 2009-07-01 17.832212724733400 2009-08-01 17.824435778527500 2009-09-01 17.732700323067000 2009-10-01 17.664151033716700 2009-11-01 17.512705727014197 2009-12-01 17.514036123468000 2010-01-01 17.164143596987902 2010-02-01 17.156406631232098 2010-03-01 17.150825723545900 2010-04-01 17.235387438289600 2010-05-01 17.217910547911200 2010-06-01 17.235491946574303 2010-07-01 16.608593966913098 2010-08-01 16.607243011839000 2010-09-01 16.618107967817100 2010-10-01 16.852486426226300 2010-11-01 16.811405391663000 2010-12-01 16.710064866321500 2011-01-01 16.678971817734600 2011-02-01 16.677630940037400 2011-03-01 16.571502230438500 2011-04-01 16.733047058483000 2011-05-01 16.822994522101098 2011-06-01 16.718624049071400 2011-07-01 16.891730191305800 2011-08-01 16.896080101899300 2011-09-01 17.014369062981000 2011-10-01 17.163842051429100 2011-11-01 17.128524393169002 2011-12-01 17.216588182910700 2012-01-01 17.074076657891200 2012-02-01 17.068632172607800 2012-03-01 17.072382983555500 2012-04-01 17.436527546692500 2012-05-01 17.629640051107800 2012-06-01 17.787330220561800 2012-07-01 18.091693149876896 2012-08-01 18.195326417897500 2012-09-01 18.118167353510803 2012-10-01 18.080327063161800 2012-11-01 18.162141711620500 2012-12-01 18.327106748416200 2013-01-01 18.656797889881602 2013-02-01 18.649251895983700 2013-03-01 18.654471381409500 2013-04-01 18.637444793919300 2013-05-01 18.538254516716300 2013-06-01 18.552665482851900 2013-07-01 18.500795883696000 2013-08-01 18.490856639296000 2013-09-01 18.630975208779000 2013-10-01 18.605332481902100 2013-11-01 18.701048722420500 2013-12-01 18.740213728473698 2014-01-01 18.837270032492400 2014-02-01 18.819839348385397 2014-03-01 18.835455642274300 2014-04-01 18.628108261680900 2014-05-01 18.546186876624898 2014-06-01 18.523477210666300 2014-07-01 18.314441395703800 2014-08-01 18.288068539205700 2014-09-01 18.248484815037102 2014-10-01 18.216538139933103 2014-11-01 18.237100501937398 2014-12-01 18.152098584700397 2015-01-01 18.124481397099200 2015-02-01 18.101742246566600 2015-03-01 18.021888100915700 2015-04-01 18.010977777854897 2015-05-01 18.151442336050803 2015-06-01 18.202934544370500 2015-07-01 18.225057580029700 2015-08-01 18.281681658668603 2015-09-01 18.466472426531800 2015-10-01 18.318625173996100 2015-11-01 18.255848722922900 2015-12-01 18.258703289062700 2016-01-01 18.328913968374398 2016-02-01 18.291931555987400 2016-03-01 18.424760355261900 2016-04-01 18.389075893202400 2016-05-01 18.347697162265900 2016-06-01 18.304442381100000 2016-07-01 18.722319928164197 2016-08-01 18.575182225198102 2016-09-01 18.582712956687800 2016-10-01 18.603464390315000 2016-11-01 18.665266840271897 2016-12-01 18.759379300827300 2017-01-01 18.742505799347900 2017-02-01 18.797813958785000 2017-03-01 18.730426611992304 2017-04-01 18.866820047651900 2017-05-01 18.846812204835900 2017-06-01 18.920345659495700 2017-07-01 18.712629088271300 2017-08-01 18.562317353821600 2017-09-01 18.394541098772898 2017-10-01 18.388966675930700 2017-11-01 18.264115808827000 2017-12-01 18.254477243038200 2018-01-01 18.264959152256900 2018-02-01 18.200559849287300 2018-03-01 18.142096760227900 2018-04-01 17.945218095607900 2018-05-01 18.042044143709102 2018-06-01 18.141590711773700 2018-07-01 17.903698038241900 2018-08-01 17.852391536347803 2018-09-01 17.910631862841600 2018-10-01 17.774742960185000 2018-11-01 17.760233514527400 2018-12-01 17.653143972810300 2019-01-01 17.478171146404500 2019-02-01 17.497569021691998 2019-03-01 17.443780128611902 2019-04-01 17.435156342019100 2019-05-01 17.334919684042000 2019-06-01 17.252625872523400 2019-07-01 17.309884422034500 2019-08-01 17.248819904649200 2019-09-01 17.225118810975700 2019-10-01 17.271334684698000 2019-11-01 17.251698811094400 2019-12-01 17.255553568086400 2020-01-01 17.283117424371500 2020-02-01 17.287935506875800 2020-03-01 17.341214758295300 2020-04-01 15.628487406346400 2020-05-01 15.622186531130600 2020-06-01 15.753050271930700 2020-07-01 15.920663419988001 2020-08-01 16.052689416097902 2020-09-01 16.146369380162400 2020-10-01 16.277681749749302 2020-11-01 16.249635239662197 2020-12-01 16.266213072918400 2021-01-01 16.168538832447100 2021-02-01 16.079640348000500 2021-03-01 16.222988802927800 2021-04-01 16.324815776341698 2021-05-01 16.410402633334600 2021-06-01 16.442805204517000 2021-07-01 16.536242764493600 2021-08-01 16.665947550962700 2021-09-01 16.661650310462800 2021-10-01 16.798735239715400 2021-11-01 16.852441328773000 2021-12-01 16.978535202148600 2022-01-01 17.044855135191500 2022-02-01 17.172008115966800 2022-03-01 17.203315807968900 2022-04-01 17.216928593662400 2022-05-01 17.296251366686600 2022-06-01 17.328382005045400 2022-07-01 17.248265435349698 2022-08-01 17.283249092404600 2022-09-01 17.279477531600097 2022-10-01 17.323399946816700 2022-11-01 17.361633954632900 2022-12-01 17.392476227544698 2023-01-01 17.514662968795900 2023-02-01 17.564486065891800 2023-03-01 17.680158600048802 2023-04-01 17.612545352978700 2023-05-01 17.584407812997902 2023-06-01 17.614150924488200 2023-07-01 17.560391482091000 2023-08-01 17.503387533248600 2023-09-01 17.486147656923600 2023-10-01 17.446534942970100 2023-11-01 17.468729417894000 2023-12-01 17.403498878479600 2024-01-01 17.390018267613300 2024-02-01 17.259490803160600 2024-03-01 17.263207006881700