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 in Anaheim-Santa Ana-Irvine, CA (MD) Series ID: SMU06112444100000001SA 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 2024-04-01 Last Updated: 2024-05-18 6:29 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/SMU06112444100000001). 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 60.470733120671504 1990-02-01 61.095336559743500 1990-03-01 60.954563246704000 1990-04-01 61.449315807628295 1990-05-01 62.033063276561500 1990-06-01 61.840087618528610 1990-07-01 61.802843706339500 1990-08-01 62.161072523188600 1990-09-01 62.466756313585700 1990-10-01 62.439101071622000 1990-11-01 62.270827159063500 1990-12-01 61.631514180492790 1991-01-01 62.262780985901790 1991-02-01 62.280042719141900 1991-03-01 62.118130321653300 1991-04-01 61.875707625568104 1991-05-01 61.250508268818500 1991-06-01 61.442620635405000 1991-07-01 61.700707202395705 1991-08-01 61.546857834540006 1991-09-01 61.678401162722100 1991-10-01 61.884694056278200 1991-11-01 61.573260139215606 1991-12-01 61.519197826972710 1992-01-01 61.852898641764405 1992-02-01 61.445674217934105 1992-03-01 61.138806546343400 1992-04-01 62.418389865114100 1992-05-01 62.499840379768200 1992-06-01 62.621637558143300 1992-07-01 62.606433710543390 1992-08-01 62.343959328159400 1992-09-01 62.208684779237300 1992-10-01 62.251276361818110 1992-11-01 62.367838120147894 1992-12-01 62.295261165325700 1993-01-01 61.341591642807295 1993-02-01 61.571249798339500 1993-03-01 61.778267333020200 1993-04-01 61.764631171566500 1993-05-01 61.731786852731800 1993-06-01 61.690433549872000 1993-07-01 61.527160334533800 1993-08-01 61.650675639943400 1993-09-01 61.532057637983290 1993-10-01 61.652392604083900 1993-11-01 61.861454598314104 1993-12-01 61.835565215313700 1994-01-01 62.264777745466600 1994-02-01 62.390698661410800 1994-03-01 62.429629460005295 1994-04-01 61.980119662362390 1994-05-01 61.943122530904105 1994-06-01 62.251686995929400 1994-07-01 62.978794105103100 1994-08-01 63.255967817109610 1994-09-01 63.370063363717800 1994-10-01 63.028606882595504 1994-11-01 63.456273314500706 1994-12-01 63.871982880112300 1995-01-01 64.108005779832000 1995-02-01 64.714057525575400 1995-03-01 65.030924690942900 1995-04-01 65.064260119262100 1995-05-01 65.416783428060500 1995-06-01 66.228286467853300 1995-07-01 66.217999427236900 1995-08-01 66.866968870425800 1995-09-01 67.593855536878500 1995-10-01 66.288010530455000 1995-11-01 66.763976631628100 1995-12-01 67.107169082885700 1996-01-01 68.167433098483000 1996-02-01 68.171330040796200 1996-03-01 68.140670440401600 1996-04-01 70.994330395271300 1996-05-01 71.611790541356500 1996-06-01 71.822825738168900 1996-07-01 72.034908847512910 1996-08-01 72.100956673718600 1996-09-01 72.534833615209000 1996-10-01 72.473975474105300 1996-11-01 73.074574847798500 1996-12-01 73.570202099430290 1997-01-01 73.677916666136100 1997-02-01 74.051260315239900 1997-03-01 74.492968258775700 1997-04-01 74.819906197329400 1997-05-01 75.001328448955500 1997-06-01 75.046685205370790 1997-07-01 75.119814907504400 1997-08-01 76.054543025725690 1997-09-01 75.995494461894210 1997-10-01 76.628258722783000 1997-11-01 76.862041245246700 1997-12-01 77.242779632554200 1998-01-01 77.059482529250200 1998-02-01 77.141370968282090 1998-03-01 77.131564242690910 1998-04-01 78.058984758465910 1998-05-01 78.413555112641200 1998-06-01 78.698224834731400 1998-07-01 78.713644948738400 1998-08-01 78.602291072980900 1998-09-01 78.676813129179410 1998-10-01 78.431861738936090 1998-11-01 78.525746220977400 1998-12-01 78.533435227647590 1999-01-01 78.911481470835300 1999-02-01 79.327818537925990 1999-03-01 79.876411144896500 1999-04-01 80.456884776380000 1999-05-01 80.215006274442200 1999-06-01 80.661821930068800 1999-07-01 81.297446242934100 1999-08-01 81.125431565778700 1999-09-01 81.243215318425900 1999-10-01 81.058930113767700 1999-11-01 80.781353363194000 1999-12-01 80.857820682952010 2000-01-01 80.851838416860590 2000-02-01 80.518837104166100 2000-03-01 79.781371139868100 2000-04-01 79.363788486195900 2000-05-01 79.343352864495800 2000-06-01 79.212947981100800 2000-07-01 79.182976823775800 2000-08-01 79.429008134969310 2000-09-01 79.677110723011510 2000-10-01 80.494294167096600 2000-11-01 80.864887030586400 2000-12-01 80.811900560879410 2001-01-01 84.385944903196200 2001-02-01 84.534018167497500 2001-03-01 84.701720421245800 2001-04-01 83.770622961337410 2001-05-01 83.021029370025900 2001-06-01 83.038625927208700 2001-07-01 82.466935845704600 2001-08-01 82.012426350223410 2001-09-01 81.781872356634710 2001-10-01 81.972428975809210 2001-11-01 81.275172623925500 2001-12-01 81.102490991222810 2002-01-01 80.036954964804200 2002-02-01 80.271428748453090 2002-03-01 80.301166974228000 2002-04-01 80.652369312245210 2002-05-01 81.280057303604700 2002-06-01 81.447538506369000 2002-07-01 81.739608143453600 2002-08-01 82.178299531540790 2002-09-01 82.042375004577700 2002-10-01 82.181354618133400 2002-11-01 82.722285736588590 2002-12-01 82.895115008350420 2003-01-01 83.220249250758300 2003-02-01 83.040560517879910 2003-03-01 83.218604395597910 2003-04-01 82.824696388614800 2003-05-01 82.208921437852600 2003-06-01 82.241101181352400 2003-07-01 82.086721758778000 2003-08-01 81.921354457620300 2003-09-01 81.681654931378500 2003-10-01 81.429362912141090 2003-11-01 80.983496796830790 2003-12-01 80.887556262154500 2004-01-01 80.920627080608000 2004-02-01 80.801294987818210 2004-03-01 81.122874566504100 2004-04-01 81.474368535696910 2004-05-01 81.702714012519790 2004-06-01 82.037645886719400 2004-07-01 81.316709232825000 2004-08-01 81.278289925474080 2004-09-01 80.790172703233000 2004-10-01 81.761278818381400 2004-11-01 81.758552193134400 2004-12-01 81.747425189384000 2005-01-01 82.114453952180400 2005-02-01 82.249457765372710 2005-03-01 82.046418130238590 2005-04-01 81.937372357332590 2005-05-01 82.225406493834910 2005-06-01 82.457338450728090 2005-07-01 81.755352206455710 2005-08-01 81.554336929426600 2005-09-01 81.612576536898100 2005-10-01 81.272342390582790 2005-11-01 81.386732779862090 2005-12-01 81.355461934598900 2006-01-01 80.909630787760490 2006-02-01 81.562281622487790 2006-03-01 81.668667277863800 2006-04-01 81.836033413738700 2006-05-01 82.399165685483210 2006-06-01 82.573293411306000 2006-07-01 83.033822552320700 2006-08-01 83.343633715460200 2006-09-01 83.244445342832700 2006-10-01 83.360035971975700 2006-11-01 83.481061220496200 2006-12-01 83.622057283716300 2007-01-01 85.206059319237800 2007-02-01 85.462071839964300 2007-03-01 85.598487562316800 2007-04-01 85.869721521997900 2007-05-01 85.465200352058290 2007-06-01 85.699373224230000 2007-07-01 85.629881427613500 2007-08-01 85.715621649465090 2007-09-01 85.917869012799490 2007-10-01 86.060412387176910 2007-11-01 85.832162169096700 2007-12-01 85.969436891990700 2008-01-01 86.309474153678400 2008-02-01 86.148639060592900 2008-03-01 86.328375263325100 2008-04-01 86.802981014475300 2008-05-01 86.033795328234100 2008-06-01 85.811139660608400 2008-07-01 86.048657517350500 2008-08-01 85.173562378504710 2008-09-01 85.298965653076900 2008-10-01 84.559061510448290 2008-11-01 84.099977791829500 2008-12-01 83.325312860301600 2009-01-01 82.219278842431900 2009-02-01 81.152071125137500 2009-03-01 80.261552774412210 2009-04-01 79.035260611885300 2009-05-01 78.446908402191000 2009-06-01 78.013026310655590 2009-07-01 77.065453687995400 2009-08-01 76.727383481359910 2009-09-01 76.097234722267200 2009-10-01 75.973628353745910 2009-11-01 75.557954516761800 2009-12-01 75.482793653473990 2010-01-01 75.649537291705090 2010-02-01 75.861017504637800 2010-03-01 75.809450064812410 2010-04-01 75.676453608673910 2010-05-01 75.928852461899210 2010-06-01 75.886316684947200 2010-07-01 75.983924928438500 2010-08-01 76.058384701895400 2010-09-01 76.201732993026200 2010-10-01 76.491362843256500 2010-11-01 76.939322175391910 2010-12-01 76.849431009213590 2011-01-01 77.082309742716600 2011-02-01 77.180944670407410 2011-03-01 76.854517957607500 2011-04-01 76.942584955986000 2011-05-01 76.688258732237400 2011-06-01 76.277547397531990 2011-07-01 76.281079043462500 2011-08-01 76.062379982650000 2011-09-01 76.003219163031700 2011-10-01 75.219928307872200 2011-11-01 75.002170453263800 2011-12-01 75.014607300156500 2012-01-01 74.720939798323000 2012-02-01 74.812112021350700 2012-03-01 74.913570419235000 2012-04-01 76.192568450044400 2012-05-01 76.480350880501000 2012-06-01 76.381993486058100 2012-07-01 76.163339003389300 2012-08-01 76.461327348775410 2012-09-01 76.383863706753400 2012-10-01 77.032358191440000 2012-11-01 77.175118041435800 2012-12-01 77.407376570614400 2013-01-01 77.436157433189300 2013-02-01 77.539535665710500 2013-03-01 77.756578647099900 2013-04-01 77.956454055567500 2013-05-01 78.088706841555590 2013-06-01 78.404467369283510 2013-07-01 78.435770789369500 2013-08-01 78.370152916035700 2013-09-01 78.344699208852300 2013-10-01 78.658752762793500 2013-11-01 78.740101601485790 2013-12-01 79.116212526308500 2014-01-01 79.346463787853200 2014-02-01 79.450124316667500 2014-03-01 79.572963375124500 2014-04-01 79.402746951504000 2014-05-01 79.611901528248910 2014-06-01 79.417760480334510 2014-07-01 79.807523229456900 2014-08-01 80.118613615444300 2014-09-01 80.129856505119000 2014-10-01 79.982103527578300 2014-11-01 80.128676663343000 2014-12-01 80.049953231846290 2015-01-01 79.830987703248700 2015-02-01 79.710534417778200 2015-03-01 79.656717340769400 2015-04-01 79.950745930445010 2015-05-01 79.820529555609210 2015-06-01 79.944645514292700 2015-07-01 79.980342360053000 2015-08-01 80.108198801190600 2015-09-01 80.232284685416800 2015-10-01 80.425646639925590 2015-11-01 80.410980461854590 2015-12-01 79.968163246939710 2016-01-01 80.126196785974700 2016-02-01 79.950247980833910 2016-03-01 79.631689620334500 2016-04-01 79.456181291964410 2016-05-01 79.622927628310900 2016-06-01 79.362886027478200 2016-07-01 80.566923223221990 2016-08-01 80.251358235270400 2016-09-01 80.283898632789200 2016-10-01 79.844030385662400 2016-11-01 79.784511068767600 2016-12-01 79.864096176267500 2017-01-01 79.810116898769100 2017-02-01 80.165669210037790 2017-03-01 80.623397518718900 2017-04-01 80.575056092144590 2017-05-01 80.422523743205000 2017-06-01 80.553470525783800 2017-07-01 79.985916234312200 2017-08-01 79.712644386259300 2017-09-01 79.765721842849200 2017-10-01 79.831835921475420 2017-11-01 79.742528665755200 2017-12-01 79.919839273031300 2018-01-01 80.906420378922300 2018-02-01 81.102488834343300 2018-03-01 81.226651024819090 2018-04-01 81.270586932420300 2018-05-01 81.438821838484710 2018-06-01 81.529210089772700 2018-07-01 81.911666102557490 2018-08-01 81.696779950400410 2018-09-01 81.782050795823200 2018-10-01 81.479265634054500 2018-11-01 81.479933317404800 2018-12-01 81.458383113562500 2019-01-01 80.890711176259910 2019-02-01 81.137890069789900 2019-03-01 81.276530724458300 2019-04-01 81.287519436780300 2019-05-01 81.352228270120590 2019-06-01 81.305862517337200 2019-07-01 81.247558781514300 2019-08-01 81.354660118169010 2019-09-01 81.150892646553000 2019-10-01 81.433530031981900 2019-11-01 81.429803142956900 2019-12-01 81.291660511710400 2020-01-01 81.175818539811090 2020-02-01 81.021230213168600 2020-03-01 80.332364761362200 2020-04-01 74.487883379442300 2020-05-01 74.671537383638300 2020-06-01 74.988741716014090 2020-07-01 74.772850227245090 2020-08-01 75.283818755729000 2020-09-01 75.484079306079000 2020-10-01 76.388543698515500 2020-11-01 76.498258287459590 2020-12-01 76.665498617956900 2021-01-01 76.941026274664600 2021-02-01 77.129613894530300 2021-03-01 77.402828978642900 2021-04-01 77.600167450485500 2021-05-01 77.374599264369700 2021-06-01 77.066497180656090 2021-07-01 77.786378301230100 2021-08-01 77.672868608841500 2021-09-01 76.956089136229200 2021-10-01 77.971061126492600 2021-11-01 78.221399102674500 2021-12-01 78.175069786317210 2022-01-01 77.911368270642300 2022-02-01 78.380183766264000 2022-03-01 78.321883595077100 2022-04-01 78.787443102575510 2022-05-01 79.172293756356200 2022-06-01 79.261621477748500 2022-07-01 79.065867102650800 2022-08-01 79.255676690665600 2022-09-01 79.615109462008800 2022-10-01 79.278296436590600 2022-11-01 79.363631858144500 2022-12-01 79.302569644679300 2023-01-01 80.391027165260800 2023-02-01 80.424510449297300 2023-03-01 80.931571776900500 2023-04-01 80.575627042301200 2023-05-01 80.651753552714210 2023-06-01 80.756295680947800 2023-07-01 81.042142634419200 2023-08-01 81.137790426130900 2023-09-01 81.462981179122100 2023-10-01 81.103228577053800 2023-11-01 80.420313189554100 2023-12-01 80.929100809609500 2024-01-01 80.976904429917000 2024-02-01 80.664088133204000 2024-03-01 80.812024985601800 2024-04-01 80.966143704206200