Title: All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in North Carolina Series ID: SMU37000006054120001SA 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 2024-02-01 Last Updated: 2024-03-23 6:27 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/SMU37000006054120001). 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 14.486418732035501 1990-02-01 14.165121463861801 1990-03-01 15.068260990409300 1990-04-01 15.573606658987801 1990-05-01 15.844180289114401 1990-06-01 15.852491090100699 1990-07-01 15.962060280763302 1990-08-01 16.093983701747200 1990-09-01 16.223288065740398 1990-10-01 16.546849748084000 1990-11-01 16.513641259552100 1990-12-01 16.652092307444300 1991-01-01 16.011138119910800 1991-02-01 16.011699353133700 1991-03-01 16.616655124057200 1991-04-01 16.748927697272400 1991-05-01 16.645674166153900 1991-06-01 16.882492704342802 1991-07-01 16.729382029973300 1991-08-01 16.919530523290600 1991-09-01 17.005130402140200 1991-10-01 17.823883657354200 1991-11-01 17.338410723909000 1991-12-01 17.316649284822700 1992-01-01 17.405773078503900 1992-02-01 17.286134390550400 1992-03-01 17.228700119025600 1992-04-01 17.249361424329200 1992-05-01 17.351777810883200 1992-06-01 17.666711945497802 1992-07-01 18.098214365588000 1992-08-01 18.060068152981998 1992-09-01 17.858241564780702 1992-10-01 17.487358166408300 1992-11-01 17.284974961964000 1992-12-01 17.707801050737103 1993-01-01 17.994792907933700 1993-02-01 18.147755526261400 1993-03-01 18.289872621595100 1993-04-01 18.231029352455200 1993-05-01 18.539066594147698 1993-06-01 18.092770879380300 1993-07-01 17.927330856032800 1993-08-01 17.657517621546898 1993-09-01 17.833275663366802 1993-10-01 17.047096683551100 1993-11-01 17.969091785569500 1993-12-01 17.736419018236397 1994-01-01 17.522169327080400 1994-02-01 17.691720873607000 1994-03-01 17.404882294326100 1994-04-01 17.691762661709500 1994-05-01 16.467622097871100 1994-06-01 17.168605265249600 1994-07-01 17.181270536733600 1994-08-01 17.285316942566700 1994-09-01 17.432963961199500 1994-10-01 17.474229473104100 1994-11-01 17.261762116196200 1994-12-01 17.193519726213200 1995-01-01 17.458172157607600 1995-02-01 17.745773320507100 1995-03-01 17.356600172511403 1995-04-01 17.119507722830697 1995-05-01 17.132320813336100 1995-06-01 16.981286310680600 1995-07-01 17.311541940979800 1995-08-01 17.282382746786700 1995-09-01 17.281160660331600 1995-10-01 17.545790931547200 1995-11-01 17.422489278634500 1995-12-01 17.570020388021700 1996-01-01 17.007124119157300 1996-02-01 17.565108971140700 1996-03-01 17.877547038245602 1996-04-01 17.894113002171700 1996-05-01 18.320858737912600 1996-06-01 18.393908896292400 1996-07-01 18.049950328589800 1996-08-01 18.142600019108700 1996-09-01 18.022465706433000 1996-10-01 17.934543210734198 1996-11-01 18.058235276406100 1996-12-01 17.873948958873300 1997-01-01 17.592877197473600 1997-02-01 17.696905410985103 1997-03-01 17.600303250352102 1997-04-01 17.705001284150500 1997-05-01 17.506306924760600 1997-06-01 17.732955709257200 1997-07-01 18.173550783823700 1997-08-01 18.159253109798900 1997-09-01 18.200971617926500 1997-10-01 18.138333395279000 1997-11-01 18.428556374447400 1997-12-01 18.135280843401900 1998-01-01 17.330596449160900 1998-02-01 17.663919319603200 1998-03-01 17.188943311971900 1998-04-01 17.664034897460400 1998-05-01 17.541982287211100 1998-06-01 17.573967729856502 1998-07-01 17.461230438389500 1998-08-01 17.727148188052603 1998-09-01 17.989197550142897 1998-10-01 18.058171326465303 1998-11-01 18.181811502796300 1998-12-01 18.565811705766900 1999-01-01 18.909817977440300 1999-02-01 18.989750470938100 1999-03-01 18.894400874094302 1999-04-01 18.824944889071600 1999-05-01 19.273172423548104 1999-06-01 19.300064853487600 1999-07-01 19.242027896857300 1999-08-01 19.249167091214602 1999-09-01 19.136281683849700 1999-10-01 19.438257617262600 1999-11-01 19.522352725738198 1999-12-01 19.192314507046397 2000-01-01 19.208147710279900 2000-02-01 19.198785076661700 2000-03-01 19.418355527608000 2000-04-01 19.739625158010900 2000-05-01 19.806162963196000 2000-06-01 20.096007767916000 2000-07-01 20.367388308825300 2000-08-01 20.500048001161197 2000-09-01 20.674029024764700 2000-10-01 20.483774850645800 2000-11-01 20.453304314176500 2000-12-01 19.957487797266400 2001-01-01 20.666082732357303 2001-02-01 20.810110911899300 2001-03-01 20.829593825551100 2001-04-01 20.580115697412400 2001-05-01 22.298917990318998 2001-06-01 20.691824041036398 2001-07-01 20.605172978256398 2001-08-01 20.648927342386997 2001-09-01 20.422801326044800 2001-10-01 21.015401253483397 2001-11-01 20.655209859792603 2001-12-01 21.175732974290500 2002-01-01 20.626048503575000 2002-02-01 20.460167768033500 2002-03-01 20.506597434228700 2002-04-01 20.423858895586200 2002-05-01 20.209864912381800 2002-06-01 19.955613939440200 2002-07-01 19.747700897089697 2002-08-01 19.529857978130800 2002-09-01 19.439328282810400 2002-10-01 19.285189331195603 2002-11-01 19.364529511592300 2002-12-01 19.252838981903300 2003-01-01 19.274488720295400 2003-02-01 19.101702299708300 2003-03-01 19.286979146117300 2003-04-01 18.581130093294398 2003-05-01 18.248326885346998 2003-06-01 18.219670209189000 2003-07-01 18.172125671102000 2003-08-01 18.034314478671900 2003-09-01 18.039096445168500 2003-10-01 17.749176207820500 2003-11-01 17.792883355128000 2003-12-01 17.572659935454800 2004-01-01 17.750702706256100 2004-02-01 17.888545628561896 2004-03-01 18.041355349107302 2004-04-01 18.165537536226700 2004-05-01 18.364168181666200 2004-06-01 18.311210562496900 2004-07-01 18.587672936391197 2004-08-01 18.791165296644300 2004-09-01 18.825139204093700 2004-10-01 18.922761536711302 2004-11-01 19.161894721216800 2004-12-01 19.231196207072102 2005-01-01 19.710276582499700 2005-02-01 19.666944664185603 2005-03-01 19.542211081398800 2005-04-01 19.492916217671700 2005-05-01 19.132591626589000 2005-06-01 19.195260744388897 2005-07-01 19.863615853464800 2005-08-01 19.986125855081397 2005-09-01 20.000043690738100 2005-10-01 20.622423252935800 2005-11-01 20.324174738993200 2005-12-01 20.367105404830700 2006-01-01 20.063195431064700 2006-02-01 20.001052180741898 2006-03-01 20.136701109258603 2006-04-01 20.283913546350103 2006-05-01 20.112881481958400 2006-06-01 20.588076190513500 2006-07-01 20.597777060777897 2006-08-01 21.164327255086600 2006-09-01 21.400578402981300 2006-10-01 21.765276856645798 2006-11-01 22.467206467227896 2006-12-01 21.891105189600502 2007-01-01 21.979473040426804 2007-02-01 21.941062424307000 2007-03-01 22.242855192000700 2007-04-01 22.568569214484300 2007-05-01 22.993422737580300 2007-06-01 22.915019160767500 2007-07-01 23.040398150743400 2007-08-01 23.007250514218400 2007-09-01 23.009130641623700 2007-10-01 22.872696191355800 2007-11-01 22.414288594535100 2007-12-01 22.901782205220800 2008-01-01 22.797500388650400 2008-02-01 22.910665726586000 2008-03-01 22.550685022167503 2008-04-01 22.611986652368900 2008-05-01 22.961582223196697 2008-06-01 23.086227783557400 2008-07-01 22.564254371813500 2008-08-01 22.327991459792500 2008-09-01 22.258507055551300 2008-10-01 22.283917951904800 2008-11-01 22.521061498006800 2008-12-01 22.572316978836800 2009-01-01 22.990465628257102 2009-02-01 22.610480285284500 2009-03-01 22.478295231180500 2009-04-01 22.055745588113400 2009-05-01 21.507080573077197 2009-06-01 21.448043658160500 2009-07-01 21.467784504147400 2009-08-01 21.313311300362102 2009-09-01 21.276413529625398 2009-10-01 21.641482163294302 2009-11-01 23.268433996239200 2009-12-01 21.854942570312900 2010-01-01 21.588436736036400 2010-02-01 21.550881327524700 2010-03-01 21.635714206332803 2010-04-01 22.078836767511802 2010-05-01 21.348310767494300 2010-06-01 21.408524318753500 2010-07-01 21.426424736532700 2010-08-01 21.280178102232803 2010-09-01 21.433523499725300 2010-10-01 21.421091679094400 2010-11-01 21.214627348106600 2010-12-01 21.460089723722000 2011-01-01 22.050739808120397 2011-02-01 22.015208869462200 2011-03-01 22.345797355155000 2011-04-01 21.950462000967104 2011-05-01 21.120651933792800 2011-06-01 22.071192818881300 2011-07-01 22.554435381446400 2011-08-01 22.580274172123900 2011-09-01 22.367155685106700 2011-10-01 22.389156104181800 2011-11-01 22.446889903939600 2011-12-01 22.095606698951503 2012-01-01 22.009081312605500 2012-02-01 22.196564980770997 2012-03-01 21.764280852527800 2012-04-01 22.328086776352100 2012-05-01 22.185750374851498 2012-06-01 22.148665523028400 2012-07-01 21.926701356877200 2012-08-01 21.838976575040498 2012-09-01 21.977560444835300 2012-10-01 21.485690356057000 2012-11-01 21.810319510565400 2012-12-01 21.468360004504603 2013-01-01 20.734959073572398 2013-02-01 21.893242840716500 2013-03-01 22.177880209378300 2013-04-01 22.031402297267398 2013-05-01 22.112333957807802 2013-06-01 21.833534834672697 2013-07-01 21.493044500765500 2013-08-01 21.673603626569900 2013-09-01 21.632193334671600 2013-10-01 21.561360901541900 2013-11-01 21.126499520895300 2013-12-01 21.209008067741600 2014-01-01 21.446150616366900 2014-02-01 21.299470515469302 2014-03-01 21.546620218616198 2014-04-01 22.492322580492000 2014-05-01 22.081338100454100 2014-06-01 22.339833316270298 2014-07-01 23.239433012824996 2014-08-01 22.392691872012000 2014-09-01 22.037122262367898 2014-10-01 22.024483722249100 2014-11-01 21.778617105877103 2014-12-01 22.253510583346400 2015-01-01 22.237659141605600 2015-02-01 22.430567687643500 2015-03-01 22.388522176213197 2015-04-01 21.930231087395100 2015-05-01 22.369604503087203 2015-06-01 22.247151939785198 2015-07-01 22.135697193333300 2015-08-01 22.203567946940400 2015-09-01 21.638076604659500 2015-10-01 22.644664020012602 2015-11-01 22.751763960659500 2015-12-01 22.800978404918602 2016-01-01 22.639235409445200 2016-02-01 22.553690040579300 2016-03-01 22.616437960878102 2016-04-01 22.714019088797897 2016-05-01 22.721343827543997 2016-06-01 22.904452319725500 2016-07-01 23.050943819777004 2016-08-01 22.847606149171100 2016-09-01 23.306361390090498 2016-10-01 23.206510564776803 2016-11-01 23.133455934598200 2016-12-01 23.137756286576600 2017-01-01 23.235020719346398 2017-02-01 23.369001174624400 2017-03-01 23.545137065897002 2017-04-01 23.671305261809000 2017-05-01 23.722031788015400 2017-06-01 24.110494904566497 2017-07-01 24.094373633976500 2017-08-01 24.304322342113800 2017-09-01 24.073086617335100 2017-10-01 24.162848258879800 2017-11-01 24.530418865537200 2017-12-01 24.309395280755002 2018-01-01 25.534709347680103 2018-02-01 25.518660398182302 2018-03-01 25.630003459740000 2018-04-01 25.709651658779100 2018-05-01 25.557004085572300 2018-06-01 25.811723385243200 2018-07-01 26.020678056557397 2018-08-01 26.061052673308000 2018-09-01 26.015846851383200 2018-10-01 26.181061732567200 2018-11-01 26.173042022022802 2018-12-01 26.201027384167105 2019-01-01 26.352120664373900 2019-02-01 26.201974094322900 2019-03-01 26.327878848469400 2019-04-01 26.477326084711500 2019-05-01 26.523834553755897 2019-06-01 26.359264467600300 2019-07-01 26.469348709580697 2019-08-01 26.434916234300900 2019-09-01 26.535444160998303 2019-10-01 26.286125205009103 2019-11-01 26.337569552180298 2019-12-01 26.500926879259600 2020-01-01 25.893350729071700 2020-02-01 25.894778600068400 2020-03-01 25.752650209265898 2020-04-01 24.036662557670800 2020-05-01 25.660878489472700 2020-06-01 25.846487883203500 2020-07-01 26.321455291741000 2020-08-01 25.620684820770700 2020-09-01 25.547534752293700 2020-10-01 25.682884174492603 2020-11-01 25.675308643708100 2020-12-01 25.941492178155100 2021-01-01 26.007804405586600 2021-02-01 26.289188107677603 2021-03-01 26.561167804247700 2021-04-01 26.469715656806198 2021-05-01 28.568578253845700 2021-06-01 27.026042066266800 2021-07-01 27.269392244977500 2021-08-01 27.404756131508698 2021-09-01 27.549506166109800 2021-10-01 27.851233502331098 2021-11-01 28.024740644145197 2021-12-01 28.244384013153000 2022-01-01 28.199610414907603 2022-02-01 28.638698636810897 2022-03-01 28.859780312615800 2022-04-01 29.328578975718300 2022-05-01 29.555861075760700 2022-06-01 29.629016152164002 2022-07-01 29.741221333682603 2022-08-01 30.109694084432203 2022-09-01 30.548583422908300 2022-10-01 30.376161042604800 2022-11-01 29.906450869727003 2022-12-01 30.703373375854300 2023-01-01 30.740386343533302 2023-02-01 30.799638739277302 2023-03-01 30.980289480814900 2023-04-01 31.161673078503300 2023-05-01 31.671868324263300 2023-06-01 31.568209392316200 2023-07-01 31.728747000195302 2023-08-01 31.570550263387000 2023-09-01 31.653999512617700 2023-10-01 31.558255040385898 2023-11-01 31.682785247559900 2023-12-01 30.987550814964298 2024-01-01 31.436449990833600 2024-02-01 31.564460481368000