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: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Washington Series ID: SMU53000006054120001SA 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 4:40 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/SMU53000006054120001). 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 19.813938821053900 1990-02-01 18.413954244844200 1990-03-01 18.339713830443200 1990-04-01 18.442248824162398 1990-05-01 18.380909893327000 1990-06-01 18.418739335711802 1990-07-01 18.205467726350800 1990-08-01 18.488978771236802 1990-09-01 18.575813599646400 1990-10-01 18.762652855903603 1990-11-01 18.788334702649000 1990-12-01 18.856088564745400 1991-01-01 18.701358557699300 1991-02-01 18.850797191914100 1991-03-01 19.140803365440500 1991-04-01 18.566426041119897 1991-05-01 18.988453265091000 1991-06-01 19.041741897997300 1991-07-01 18.882193969590602 1991-08-01 18.930566884341600 1991-09-01 18.911237908073300 1991-10-01 19.173149192754900 1991-11-01 19.309498869686198 1991-12-01 19.372537202967200 1992-01-01 19.703638314025200 1992-02-01 19.700141955945200 1992-03-01 19.748186746706300 1992-04-01 18.184684228780500 1992-05-01 18.212460347238800 1992-06-01 17.776922439981398 1992-07-01 18.124852413038500 1992-08-01 18.157821153265900 1992-09-01 18.229860455967900 1992-10-01 17.901403556355000 1992-11-01 17.931952494706700 1992-12-01 17.984572457673800 1993-01-01 19.346863042858400 1993-02-01 19.220660290099800 1993-03-01 18.949398810241600 1993-04-01 19.485950156784900 1993-05-01 19.647513364066800 1993-06-01 19.699334247748900 1993-07-01 19.978451519988397 1993-08-01 20.096775870902900 1993-09-01 20.105220339827700 1993-10-01 20.122588504131100 1993-11-01 19.842147710719800 1993-12-01 19.702189206649500 1994-01-01 19.389517601594697 1994-02-01 19.278095545592002 1994-03-01 19.433125744927896 1994-04-01 19.454551232603897 1994-05-01 19.381790939693600 1994-06-01 19.398061432267802 1994-07-01 20.578586470275700 1994-08-01 20.105146263912600 1994-09-01 20.565090810872300 1994-10-01 20.259015751269500 1994-11-01 20.310359601124603 1994-12-01 20.280406634847800 1995-01-01 14.210033747444902 1995-02-01 14.285625613355998 1995-03-01 14.096519159156001 1995-04-01 13.628712821372302 1995-05-01 13.902538279559000 1995-06-01 13.913570947505601 1995-07-01 13.720461635127500 1995-08-01 13.835889345226700 1995-09-01 13.769254417164400 1995-10-01 13.570612827332400 1995-11-01 13.580436430092199 1995-12-01 13.540932111580000 1996-01-01 15.268039617772400 1996-02-01 15.123229133620999 1996-03-01 15.165224134110902 1996-04-01 16.022145316910997 1996-05-01 15.913974480577600 1996-06-01 15.825712604269500 1996-07-01 15.640723575462598 1996-08-01 15.687241056873100 1996-09-01 15.658894046470001 1996-10-01 15.875769888625800 1996-11-01 15.982034097933800 1996-12-01 15.911457809519900 1997-01-01 15.791794901221800 1997-02-01 16.060259358675800 1997-03-01 16.020371525071600 1997-04-01 16.156746190419600 1997-05-01 16.259008469632700 1997-06-01 16.163004047004800 1997-07-01 16.535643705396900 1997-08-01 16.489441482781000 1997-09-01 16.592040550108500 1997-10-01 16.776458322773200 1997-11-01 16.833134771798598 1997-12-01 16.986300070941000 1998-01-01 17.003929575185000 1998-02-01 16.842470049185100 1998-03-01 16.771824067715400 1998-04-01 16.986075724943700 1998-05-01 17.100175221209200 1998-06-01 17.263858144135600 1998-07-01 17.172777864434100 1998-08-01 17.392918679303400 1998-09-01 16.990946138102903 1998-10-01 16.293651969303500 1998-11-01 16.583889238599000 1998-12-01 16.477850802885000 1999-01-01 16.759068401433600 1999-02-01 16.675691024245800 1999-03-01 16.669751667562700 1999-04-01 16.192873287617100 1999-05-01 16.133431282744400 1999-06-01 16.224486302343800 1999-07-01 17.143061680225700 1999-08-01 17.315315611438900 1999-09-01 17.714297010270000 1999-10-01 16.706663219701000 1999-11-01 16.985230045829500 1999-12-01 16.938592657771000 2000-01-01 16.640138326323600 2000-02-01 16.516187806239902 2000-03-01 16.479977286166502 2000-04-01 16.634325959565000 2000-05-01 16.724893872781998 2000-06-01 16.691183340698000 2000-07-01 16.533304083345800 2000-08-01 16.724051197513300 2000-09-01 16.869129047121200 2000-10-01 16.827017939024998 2000-11-01 16.862559210820500 2000-12-01 16.936737014458400 2001-01-01 16.687181234394800 2001-02-01 16.778839812113600 2001-03-01 16.755959769942500 2001-04-01 16.553044753311900 2001-05-01 16.874021149134600 2001-06-01 16.612807195897400 2001-07-01 16.775460127756700 2001-08-01 16.545528500040300 2001-09-01 16.447651408523100 2001-10-01 16.548977429554300 2001-11-01 16.455692064972800 2001-12-01 16.259218666259400 2002-01-01 15.870215118384198 2002-02-01 16.026168253483200 2002-03-01 15.965365777313800 2002-04-01 16.134754228207300 2002-05-01 15.667911123644302 2002-06-01 15.607258841719599 2002-07-01 15.436231912229800 2002-08-01 15.348673393304901 2002-09-01 15.396951012284301 2002-10-01 15.399637718053999 2002-11-01 15.491532435487699 2002-12-01 15.391701106878700 2003-01-01 15.507896734284001 2003-02-01 15.442872275710700 2003-03-01 15.384119022755499 2003-04-01 15.228370911799300 2003-05-01 15.004939115585499 2003-06-01 15.030077976421799 2003-07-01 14.978855487299098 2003-08-01 15.004249660354303 2003-09-01 14.925364899739401 2003-10-01 14.753449734174800 2003-11-01 14.551303452219800 2003-12-01 14.475575013799400 2004-01-01 14.354753361137801 2004-02-01 14.391131899523900 2004-03-01 14.344690462469700 2004-04-01 14.415847227136500 2004-05-01 14.510623696058900 2004-06-01 14.552398514950500 2004-07-01 14.548393856570598 2004-08-01 14.663216452267802 2004-09-01 14.652515448173402 2004-10-01 14.803921477839301 2004-11-01 14.901577119526700 2004-12-01 14.903714102779100 2005-01-01 15.202215580324000 2005-02-01 15.064659896472700 2005-03-01 15.101216301222200 2005-04-01 15.234741179316401 2005-05-01 15.317929402153801 2005-06-01 15.398929180172400 2005-07-01 15.589587966710100 2005-08-01 15.521192344938000 2005-09-01 15.687199263078101 2005-10-01 15.642187290783700 2005-11-01 15.747074012324700 2005-12-01 16.111966492891200 2006-01-01 15.862161535164500 2006-02-01 15.852951573743802 2006-03-01 15.847894909412998 2006-04-01 15.882540221305199 2006-05-01 15.805501448751901 2006-06-01 15.820646118336100 2006-07-01 15.858109230246999 2006-08-01 16.064522288322400 2006-09-01 16.236803024696300 2006-10-01 16.378377848958300 2006-11-01 16.364002499451498 2006-12-01 16.543974101965500 2007-01-01 16.542618456165400 2007-02-01 16.550467728270302 2007-03-01 16.666516818408400 2007-04-01 16.756820584895000 2007-05-01 16.800302365182200 2007-06-01 16.899497639579803 2007-07-01 17.412254896000500 2007-08-01 17.201068032531600 2007-09-01 17.080755895499300 2007-10-01 17.421051069901900 2007-11-01 17.454991179655500 2007-12-01 17.622084586141800 2008-01-01 17.675041051463400 2008-02-01 17.755237230213100 2008-03-01 17.694387491704198 2008-04-01 17.721859332199603 2008-05-01 17.965315474222600 2008-06-01 17.936598343584500 2008-07-01 17.949494899017104 2008-08-01 18.049644571436602 2008-09-01 18.034105040077300 2008-10-01 17.837461444364000 2008-11-01 18.029944599671303 2008-12-01 17.930713490886300 2009-01-01 18.544739870288900 2009-02-01 18.405824770232197 2009-03-01 17.944576886874200 2009-04-01 17.664386112446998 2009-05-01 17.406953649950500 2009-06-01 17.451256198703200 2009-07-01 17.145551705080000 2009-08-01 17.218116478536700 2009-09-01 17.288814128851900 2009-10-01 17.118489266730600 2009-11-01 17.588313415840698 2009-12-01 17.027225368686498 2010-01-01 16.952412648188200 2010-02-01 17.016915476677898 2010-03-01 16.972007862235700 2010-04-01 17.014914369848100 2010-05-01 16.778895105047900 2010-06-01 16.750834616854800 2010-07-01 16.917864768028700 2010-08-01 16.663972719695100 2010-09-01 16.548312975292898 2010-10-01 16.751827653762902 2010-11-01 16.555154023739000 2010-12-01 16.715708441025600 2011-01-01 16.784665373025700 2011-02-01 16.777509643535097 2011-03-01 16.733566668717200 2011-04-01 16.825853702202600 2011-05-01 16.903670292952498 2011-06-01 16.819741033730400 2011-07-01 16.916874715050900 2011-08-01 16.862913047008600 2011-09-01 16.545943226639600 2011-10-01 16.501179559577903 2011-11-01 17.094970971430598 2011-12-01 17.108694646274000 2012-01-01 17.142150655534600 2012-02-01 17.072826933324198 2012-03-01 17.105528396829400 2012-04-01 17.202155908231800 2012-05-01 17.227738396966696 2012-06-01 17.267365724058003 2012-07-01 17.118523212665800 2012-08-01 17.208940280441500 2012-09-01 17.195560579410700 2012-10-01 17.349190862036700 2012-11-01 17.235983620811100 2012-12-01 17.110900534852900 2013-01-01 17.332026022537300 2013-02-01 17.569925320771600 2013-03-01 17.665610378998398 2013-04-01 17.714139438999700 2013-05-01 17.780022072667002 2013-06-01 17.816091713196500 2013-07-01 17.805404670037500 2013-08-01 17.830360225457397 2013-09-01 17.907359951394998 2013-10-01 17.823591032536100 2013-11-01 17.858729510636397 2013-12-01 17.905015109224802 2014-01-01 18.125723055204800 2014-02-01 18.085631306538698 2014-03-01 18.225877740202100 2014-04-01 18.225092149433202 2014-05-01 18.358948500995897 2014-06-01 18.487431152012900 2014-07-01 18.657583663236302 2014-08-01 18.734591257552600 2014-09-01 18.831568835649500 2014-10-01 18.890546130780500 2014-11-01 19.089345967845100 2014-12-01 19.182531072960900 2015-01-01 19.146656548529602 2015-02-01 18.976476592340700 2015-03-01 19.208453190989896 2015-04-01 19.504894452401400 2015-05-01 19.649758509306300 2015-06-01 19.766083847583100 2015-07-01 19.800366983887300 2015-08-01 19.855585882740602 2015-09-01 19.850966875380898 2015-10-01 20.068767071655397 2015-11-01 20.035488197660300 2015-12-01 20.045857190654600 2016-01-01 20.156572227028800 2016-02-01 20.159120814237102 2016-03-01 20.377827076493400 2016-04-01 20.262051944345800 2016-05-01 20.363753690080300 2016-06-01 20.260466532743003 2016-07-01 20.254122718909700 2016-08-01 20.374707853717800 2016-09-01 20.268344533271602 2016-10-01 20.157551160720800 2016-11-01 20.185706126594898 2016-12-01 20.090548215958300 2017-01-01 20.268716495734900 2017-02-01 20.426388762817700 2017-03-01 20.365838474041300 2017-04-01 20.492348294730398 2017-05-01 20.489806942434600 2017-06-01 20.650319897233000 2017-07-01 20.699282606096700 2017-08-01 20.625019528162397 2017-09-01 20.800919899879300 2017-10-01 20.732597469770898 2017-11-01 20.744621101546100 2017-12-01 20.931792495801400 2018-01-01 20.743553299241500 2018-02-01 20.825708176346700 2018-03-01 20.823365384295602 2018-04-01 20.838538224821500 2018-05-01 20.812996421146500 2018-06-01 20.837266550327900 2018-07-01 20.831796954212198 2018-08-01 20.975960275020700 2018-09-01 20.672537487475300 2018-10-01 20.891332860338900 2018-11-01 20.994360126654502 2018-12-01 20.988129913313198 2019-01-01 20.993695849031200 2019-02-01 21.061122620143603 2019-03-01 21.101009999964003 2019-04-01 21.302480987684103 2019-05-01 21.402590905940300 2019-06-01 21.375463339873300 2019-07-01 21.337582468886100 2019-08-01 21.657896638993100 2019-09-01 21.755338159865197 2019-10-01 21.816492236728397 2019-11-01 21.864318900815100 2019-12-01 21.868820760571605 2020-01-01 22.064127050566000 2020-02-01 22.316113282375200 2020-03-01 22.043331030598804 2020-04-01 20.617679478858600 2020-05-01 21.686381344445400 2020-06-01 21.660035442105602 2020-07-01 22.007057769889602 2020-08-01 21.536353133658200 2020-09-01 21.555501616365400 2020-10-01 21.631438166919200 2020-11-01 21.735417508184700 2020-12-01 21.956957126201402 2021-01-01 22.269785898380300 2021-02-01 22.168683891316000 2021-03-01 22.337252949685897 2021-04-01 22.650099076776700 2021-05-01 23.829954451532500 2021-06-01 23.121532983202200 2021-07-01 22.954566192807103 2021-08-01 23.103693726628798 2021-09-01 23.228731594663802 2021-10-01 23.267442365891700 2021-11-01 23.329826681977400 2021-12-01 23.034168199086700 2022-01-01 23.424576568727500 2022-02-01 23.678289553142600 2022-03-01 24.020565563622700 2022-04-01 23.979598792405100 2022-05-01 24.189992797650298 2022-06-01 24.512035264861400 2022-07-01 24.703871663524900 2022-08-01 24.734897959697800 2022-09-01 24.811689566485800 2022-10-01 25.134589081142600 2022-11-01 25.232296006643400 2022-12-01 25.208598454650197 2023-01-01 25.042184253048397 2023-02-01 25.455525130713000 2023-03-01 25.427750621109702 2023-04-01 25.552333105459600 2023-05-01 25.736857786234697 2023-06-01 25.660824958615304 2023-07-01 25.710033612139000 2023-08-01 25.960844284050697 2023-09-01 25.572874501163998 2023-10-01 25.343256395714196 2023-11-01 25.256400509048902 2023-12-01 25.378201535010298 2024-01-01 25.124168073402100 2024-02-01 24.892356727155104 2024-03-01 25.074660945621200