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: Administrative and Support and Waste Management and Remediation Services in Winston-Salem, NC (MSA) Series ID: SMU37491806056000001SA 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 4:43 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/SMU37491806056000001). 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 11.855961894306901 1990-02-01 11.971989365407099 1990-03-01 12.106934548066800 1990-04-01 11.804544106298401 1990-05-01 11.819439573495801 1990-06-01 11.916737368347098 1990-07-01 12.672296547008000 1990-08-01 12.541118992369000 1990-09-01 12.409109488993600 1990-10-01 13.152004110131301 1990-11-01 13.294050676384801 1990-12-01 13.029129386208599 1991-01-01 13.201847085222099 1991-02-01 12.993402252691100 1991-03-01 13.051506705994502 1991-04-01 13.058610863554100 1991-05-01 13.265403832019599 1991-06-01 13.391374397197600 1991-07-01 13.267490195617900 1991-08-01 13.720981454460098 1991-09-01 13.817147529712200 1991-10-01 13.376064955056000 1991-11-01 13.701375110957802 1991-12-01 13.829939315380900 1992-01-01 13.987765565952700 1992-02-01 13.741368713353000 1992-03-01 13.587394747220700 1992-04-01 13.200926051709500 1992-05-01 12.881369288715401 1992-06-01 12.910030780405600 1992-07-01 12.481783736691500 1992-08-01 12.178826973074901 1992-09-01 12.593034810335801 1992-10-01 12.826882344558100 1992-11-01 12.548070843797600 1992-12-01 12.859925194888199 1993-01-01 12.703972372217200 1993-02-01 13.098738555854700 1993-03-01 12.987277849035700 1993-04-01 13.419999310237100 1993-05-01 13.499861171059802 1993-06-01 13.317647675528100 1993-07-01 14.359007847737100 1993-08-01 13.846914960996099 1993-09-01 13.809688302491699 1993-10-01 13.543188456350000 1993-11-01 13.519164675154500 1993-12-01 13.395450194823000 1994-01-01 13.739782459969302 1994-02-01 12.949733412667100 1994-03-01 13.664938954746000 1994-04-01 14.653810940209100 1994-05-01 14.726796884358200 1994-06-01 14.947030276680900 1994-07-01 14.492814554981400 1994-08-01 13.787850494681400 1994-09-01 14.204526813692999 1994-10-01 14.900989714464900 1994-11-01 15.494959038871600 1994-12-01 15.874287044586199 1995-01-01 15.443164604912901 1995-02-01 15.482466214048000 1995-03-01 15.953305838017002 1995-04-01 15.279015523976900 1995-05-01 15.450144018919001 1995-06-01 15.926984436309500 1995-07-01 15.566646654224100 1995-08-01 15.961400744069099 1995-09-01 16.468052669246198 1995-10-01 15.944076666157200 1995-11-01 15.818673362839197 1995-12-01 15.596619591045599 1996-01-01 15.835747400707600 1996-02-01 16.132983930499800 1996-03-01 16.548690273404200 1996-04-01 16.630364592929400 1996-05-01 16.469065236187300 1996-06-01 16.708447971301600 1996-07-01 17.185115493497698 1996-08-01 17.348407156673800 1996-09-01 17.316250043461200 1996-10-01 18.010394547838100 1996-11-01 17.508730639164400 1996-12-01 17.993446184090400 1997-01-01 18.388669925102400 1997-02-01 18.454052455146100 1997-03-01 18.365051623403200 1997-04-01 18.203240892258197 1997-05-01 18.210422373718000 1997-06-01 18.194073988726803 1997-07-01 18.225784829248102 1997-08-01 17.967748551268700 1997-09-01 18.177846879302002 1997-10-01 17.451720335174300 1997-11-01 17.923942721436998 1997-12-01 17.729133301011000 1998-01-01 19.099858553091103 1998-02-01 18.348680031455103 1998-03-01 18.153671562862900 1998-04-01 18.824242642513102 1998-05-01 19.075924402642000 1998-06-01 18.779223337895600 1998-07-01 19.736904934437100 1998-08-01 19.391164018690700 1998-09-01 19.307268051816800 1998-10-01 19.524994183952302 1998-11-01 19.618580092223700 1998-12-01 19.458058103550500 1999-01-01 18.659667534685898 1999-02-01 18.711865899582200 1999-03-01 19.038416443553000 1999-04-01 19.665340886578104 1999-05-01 19.664301638776198 1999-06-01 20.081166228513897 1999-07-01 18.986898282295900 1999-08-01 19.211542036515700 1999-09-01 19.232814851560498 1999-10-01 19.887455320626604 1999-11-01 20.624994663553000 1999-12-01 20.169019711099000 2000-01-01 19.902929035228800 2000-02-01 20.075424818852100 2000-03-01 19.757131795371603 2000-04-01 19.519728831763500 2000-05-01 19.672647688093100 2000-06-01 20.164336531083800 2000-07-01 20.109635183537800 2000-08-01 20.054222826170896 2000-09-01 19.946869683127698 2000-10-01 18.634462200619303 2000-11-01 18.829139856338100 2000-12-01 19.033596670183300 2001-01-01 19.098375944045600 2001-02-01 18.810640039855100 2001-03-01 18.852208846824800 2001-04-01 17.960158477857100 2001-05-01 17.122012329350300 2001-06-01 17.466764964586197 2001-07-01 17.301034164997600 2001-08-01 17.297448332031802 2001-09-01 17.166563843959402 2001-10-01 17.157144349046600 2001-11-01 17.490376471417502 2001-12-01 17.464979983906900 2002-01-01 17.250907510939200 2002-02-01 17.323075264827303 2002-03-01 17.421329699915198 2002-04-01 17.558459295220600 2002-05-01 17.675202956847700 2002-06-01 17.693151559136800 2002-07-01 17.773228974222600 2002-08-01 18.071610332865397 2002-09-01 18.306829774498100 2002-10-01 17.784079545500198 2002-11-01 17.405572916361300 2002-12-01 17.141656212042502 2003-01-01 16.207564909485498 2003-02-01 16.432012467367500 2003-03-01 15.930824156190601 2003-04-01 15.711256209729399 2003-05-01 15.603786983998301 2003-06-01 15.225621185864902 2003-07-01 14.322716276404300 2003-08-01 14.671715393939000 2003-09-01 14.652041517096901 2003-10-01 14.590326908118598 2003-11-01 14.611202740383598 2003-12-01 14.602690865205801 2004-01-01 15.009158979157199 2004-02-01 14.655757086397600 2004-03-01 14.873259821850700 2004-04-01 14.948374753596498 2004-05-01 14.795981644949300 2004-06-01 14.833699584248901 2004-07-01 14.875683737734000 2004-08-01 14.807639498346200 2004-09-01 14.617018632388100 2004-10-01 14.995926974470999 2004-11-01 15.069826039234300 2004-12-01 15.216484107777900 2005-01-01 16.117631126419198 2005-02-01 16.300614721195000 2005-03-01 16.081449997404498 2005-04-01 16.218749116916000 2005-05-01 16.100412877506500 2005-06-01 16.394989789841500 2005-07-01 17.015772009338900 2005-08-01 17.210530625412100 2005-09-01 16.750009890666000 2005-10-01 17.428426528208803 2005-11-01 17.450684961161800 2005-12-01 17.184946023443800 2006-01-01 17.331843045470400 2006-02-01 17.648815214536700 2006-03-01 17.807869554357897 2006-04-01 17.837188069735300 2006-05-01 17.930763966231698 2006-06-01 17.862553106235897 2006-07-01 17.437741566539700 2006-08-01 17.390079294870700 2006-09-01 17.762520596070100 2006-10-01 17.743636419352900 2006-11-01 17.588999259512402 2006-12-01 17.808809390092200 2007-01-01 17.602613010858104 2007-02-01 17.648276918050100 2007-03-01 17.584626165807900 2007-04-01 17.241347094610300 2007-05-01 17.456233095991800 2007-06-01 17.323098775940600 2007-07-01 17.470085975389303 2007-08-01 17.348773131609800 2007-09-01 17.548331625972700 2007-10-01 17.533451146924000 2007-11-01 17.923691031682900 2007-12-01 18.005500141914002 2008-01-01 18.225204049553700 2008-02-01 17.950912216892000 2008-03-01 17.777921278216300 2008-04-01 18.057728439052802 2008-05-01 17.980026556433200 2008-06-01 18.128073781146604 2008-07-01 17.754619628973600 2008-08-01 17.772394012118700 2008-09-01 17.234183103740598 2008-10-01 16.510608661135800 2008-11-01 15.975190708573100 2008-12-01 16.138312491370300 2009-01-01 16.161688243761600 2009-02-01 15.766788422753400 2009-03-01 15.532835274049198 2009-04-01 14.838121663271000 2009-05-01 14.995816533162401 2009-06-01 15.068706698002698 2009-07-01 14.851933099380600 2009-08-01 14.660237267292302 2009-09-01 14.828245106942502 2009-10-01 15.161583862145902 2009-11-01 15.068700532676900 2009-12-01 15.131515447743402 2010-01-01 14.706724313593100 2010-02-01 14.738007192824800 2010-03-01 14.913149670066100 2010-04-01 15.538568005224500 2010-05-01 15.424323529119402 2010-06-01 15.647576298687301 2010-07-01 15.737621774243300 2010-08-01 15.734660935886700 2010-09-01 15.695000793505900 2010-10-01 17.078139553183597 2010-11-01 16.703177805948900 2010-12-01 16.578231946364600 2011-01-01 16.284189062981600 2011-02-01 16.524434880645100 2011-03-01 16.243910452589700 2011-04-01 16.620332272366600 2011-05-01 16.820772777836800 2011-06-01 16.792300100923900 2011-07-01 17.455561074402098 2011-08-01 17.520018160238100 2011-09-01 17.251108380951500 2011-10-01 17.102830348226800 2011-11-01 17.265158803623100 2011-12-01 17.556421574741400 2012-01-01 18.039990096413398 2012-02-01 18.795244164029900 2012-03-01 18.677261096352400 2012-04-01 18.325659535747700 2012-05-01 18.299884058315600 2012-06-01 17.917342970689198 2012-07-01 17.745800001062200 2012-08-01 18.200866091266300 2012-09-01 18.398003502962197 2012-10-01 18.969087838118900 2012-11-01 18.955879487047700 2012-12-01 19.066527978445900 2013-01-01 19.241236935214400 2013-02-01 19.484176140977300 2013-03-01 19.404850254505600 2013-04-01 19.123648602870300 2013-05-01 19.067382578739500 2013-06-01 19.197369148991500 2013-07-01 18.554287348744303 2013-08-01 19.112138038751100 2013-09-01 19.575046269348500 2013-10-01 19.758450754648300 2013-11-01 18.718065626706398 2013-12-01 18.771879768124197 2014-01-01 18.298807180086900 2014-02-01 18.252103206425800 2014-03-01 18.556303544498600 2014-04-01 18.755285280459500 2014-05-01 19.043356515191900 2014-06-01 19.456301744345200 2014-07-01 19.433590121202602 2014-08-01 19.668643300020896 2014-09-01 19.576493911366800 2014-10-01 19.557348450557200 2014-11-01 19.739126465984600 2014-12-01 19.932555256550800 2015-01-01 21.054704397349200 2015-02-01 20.446280299891900 2015-03-01 20.346710768467602 2015-04-01 21.054733150012400 2015-05-01 21.107811737796400 2015-06-01 20.522141505535500 2015-07-01 21.205419009987100 2015-08-01 21.330952134998000 2015-09-01 21.352608610866100 2015-10-01 21.273172293157000 2015-11-01 21.115082072155000 2015-12-01 20.962393215763303 2016-01-01 21.294117104875300 2016-02-01 21.091442535448397 2016-03-01 21.171177216795897 2016-04-01 20.845493245333800 2016-05-01 20.687970007694500 2016-06-01 20.723209906612100 2016-07-01 20.580609105994700 2016-08-01 20.372654019525100 2016-09-01 20.655329746628400 2016-10-01 20.723262173545500 2016-11-01 20.769249925327802 2016-12-01 20.681875690325500 2017-01-01 19.801481382773400 2017-02-01 20.300881120418502 2017-03-01 20.178304007752498 2017-04-01 19.439715390687300 2017-05-01 19.684383462823900 2017-06-01 19.563194403290602 2017-07-01 19.508360864671800 2017-08-01 19.003340034615800 2017-09-01 19.078659159551400 2017-10-01 18.956686729250000 2017-11-01 18.902811630909103 2017-12-01 19.275597592100700 2018-01-01 18.506755217049697 2018-02-01 18.370395366340300 2018-03-01 18.365403541718000 2018-04-01 18.959989874337100 2018-05-01 19.019933801310300 2018-06-01 18.807524636346700 2018-07-01 19.260546925905700 2018-08-01 19.538508308603600 2018-09-01 19.182242301003303 2018-10-01 19.482268241508997 2018-11-01 19.328149102452603 2018-12-01 19.340203632251100 2019-01-01 20.522878662024200 2019-02-01 20.257106987684300 2019-03-01 20.364460585998300 2019-04-01 20.476379994530397 2019-05-01 20.273110402119300 2019-06-01 20.461078477206100 2019-07-01 19.998742880803600 2019-08-01 20.044387388416897 2019-09-01 19.963682170507802 2019-10-01 19.596321185662700 2019-11-01 19.885067442068102 2019-12-01 19.518992073380400 2020-01-01 19.668131761681700 2020-02-01 19.558909536202000 2020-03-01 19.332402247671602 2020-04-01 16.685605208340200 2020-05-01 17.134214087688000 2020-06-01 17.303992603376000 2020-07-01 17.618556495495300 2020-08-01 18.155050999221900 2020-09-01 18.499513461479700 2020-10-01 19.322883333514000 2020-11-01 18.571835617470900 2020-12-01 20.116186801709500 2021-01-01 19.214615752557100 2021-02-01 19.183068031415400 2021-03-01 19.200289020385803 2021-04-01 19.004180233924398 2021-05-01 18.781985658135200 2021-06-01 18.746362456472300 2021-07-01 18.512680650906102 2021-08-01 18.462384286120500 2021-09-01 18.393301404565200 2021-10-01 18.832804441654800 2021-11-01 18.995958073367802 2021-12-01 19.210912523487803 2022-01-01 19.304947314514000 2022-02-01 19.454668985373800 2022-03-01 19.348877682533697 2022-04-01 19.412430844244600 2022-05-01 19.110471598445198 2022-06-01 19.365669632034102 2022-07-01 19.485377588714800 2022-08-01 19.178178085112800 2022-09-01 19.179546642707700 2022-10-01 18.946906388440500 2022-11-01 18.736803857268400 2022-12-01 18.298345015784400 2023-01-01 18.004125582475100 2023-02-01 17.952993291149300 2023-03-01 18.134752713963000 2023-04-01 17.899502154320400 2023-05-01 17.917811577403300 2023-06-01 17.485349701539500 2023-07-01 17.847762726134800 2023-08-01 17.969959943534104 2023-09-01 17.659969099526200 2023-10-01 17.349400172179198 2023-11-01 17.387227800645900 2023-12-01 17.599062838889502 2024-01-01 18.027262506839600 2024-02-01 17.971827706872900 2024-03-01 17.813248008490700 2024-04-01 17.870102079438396