Table Data - All Employees: Professional and Business Services: Employment Services in Virginia
| Title | All Employees: Professional and Business Services: Employment Services in Virginia |
|---|---|
| Series ID | SMU51000006056130001SA |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:04 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. More information on X-13ARIMA-SEATS can be found here. 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. 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 | 34.040490166277900 |
| 1990-02-01 | 34.595294034372000 |
| 1990-03-01 | 34.209105150220196 |
| 1990-04-01 | 34.993161871623600 |
| 1990-05-01 | 34.696422094931500 |
| 1990-06-01 | 34.257866303696300 |
| 1990-07-01 | 33.520401583768500 |
| 1990-08-01 | 33.663705213300700 |
| 1990-09-01 | 33.498088154644700 |
| 1990-10-01 | 33.324558650752500 |
| 1990-11-01 | 32.726638927082700 |
| 1990-12-01 | 33.035559796437695 |
| 1991-01-01 | 31.525664503543002 |
| 1991-02-01 | 30.417629496343800 |
| 1991-03-01 | 30.826967697988200 |
| 1991-04-01 | 30.994911057419600 |
| 1991-05-01 | 32.029093717116600 |
| 1991-06-01 | 32.422408267167700 |
| 1991-07-01 | 31.944649560179300 |
| 1991-08-01 | 32.037222394440896 |
| 1991-09-01 | 31.918045420546303 |
| 1991-10-01 | 32.775970900425600 |
| 1991-11-01 | 32.658496165709300 |
| 1991-12-01 | 33.332162748465800 |
| 1992-01-01 | 34.747973437938400 |
| 1992-02-01 | 34.840815296841300 |
| 1992-03-01 | 36.538320093452100 |
| 1992-04-01 | 36.393400677408710 |
| 1992-05-01 | 34.943132876303800 |
| 1992-06-01 | 35.703536497556290 |
| 1992-07-01 | 37.899621627713200 |
| 1992-08-01 | 37.288296691298300 |
| 1992-09-01 | 38.181479263359500 |
| 1992-10-01 | 37.382481827901394 |
| 1992-11-01 | 38.909693228012100 |
| 1992-12-01 | 38.923933630471500 |
| 1993-01-01 | 38.722849941413300 |
| 1993-02-01 | 39.357422817051200 |
| 1993-03-01 | 38.783582208878200 |
| 1993-04-01 | 38.663398576756390 |
| 1993-05-01 | 37.925051112282000 |
| 1993-06-01 | 39.312678664650200 |
| 1993-07-01 | 40.084736657809295 |
| 1993-08-01 | 40.067203324508100 |
| 1993-09-01 | 40.264365272615800 |
| 1993-10-01 | 41.193185950194895 |
| 1993-11-01 | 41.904905768205500 |
| 1993-12-01 | 41.931901343836900 |
| 1994-01-01 | 42.117219761596500 |
| 1994-02-01 | 42.946223779891895 |
| 1994-03-01 | 44.210035304608600 |
| 1994-04-01 | 44.533392562964710 |
| 1994-05-01 | 45.152847317970505 |
| 1994-06-01 | 46.001279087034100 |
| 1994-07-01 | 47.423747013095500 |
| 1994-08-01 | 48.514009958505600 |
| 1994-09-01 | 49.431694862566204 |
| 1994-10-01 | 49.239695029002704 |
| 1994-11-01 | 48.811570712840700 |
| 1994-12-01 | 50.201240737434205 |
| 1995-01-01 | 51.196832443771704 |
| 1995-02-01 | 52.123907551284105 |
| 1995-03-01 | 52.906687559913300 |
| 1995-04-01 | 53.301423241091996 |
| 1995-05-01 | 54.426986338302500 |
| 1995-06-01 | 55.742136951305504 |
| 1995-07-01 | 53.404200114709795 |
| 1995-08-01 | 54.415908535543600 |
| 1995-09-01 | 53.313520691506300 |
| 1995-10-01 | 56.223699632685790 |
| 1995-11-01 | 56.478619781250600 |
| 1995-12-01 | 57.609839416056005 |
| 1996-01-01 | 55.347584966541300 |
| 1996-02-01 | 58.187776205025390 |
| 1996-03-01 | 58.958670090598794 |
| 1996-04-01 | 59.987888342688210 |
| 1996-05-01 | 61.114704849832200 |
| 1996-06-01 | 61.719458029741710 |
| 1996-07-01 | 62.536969625458500 |
| 1996-08-01 | 63.444765930260710 |
| 1996-09-01 | 63.809083877225596 |
| 1996-10-01 | 65.014177564180500 |
| 1996-11-01 | 65.237774631168100 |
| 1996-12-01 | 65.870474163763100 |
| 1997-01-01 | 67.067377406096200 |
| 1997-02-01 | 66.911288159494490 |
| 1997-03-01 | 67.093120657813400 |
| 1997-04-01 | 70.124283304453900 |
| 1997-05-01 | 69.302860580750800 |
| 1997-06-01 | 70.207450511960200 |
| 1997-07-01 | 70.230706071741600 |
| 1997-08-01 | 70.389279290727800 |
| 1997-09-01 | 71.191231310273900 |
| 1997-10-01 | 69.963176110238500 |
| 1997-11-01 | 70.968787664810700 |
| 1997-12-01 | 72.185115006468200 |
| 1998-01-01 | 74.580246350159200 |
| 1998-02-01 | 74.388347053651500 |
| 1998-03-01 | 73.796473770125700 |
| 1998-04-01 | 77.286565452807510 |
| 1998-05-01 | 77.415530727880790 |
| 1998-06-01 | 77.088325659419500 |
| 1998-07-01 | 78.025197156380800 |
| 1998-08-01 | 78.589443945783090 |
| 1998-09-01 | 79.505326759829090 |
| 1998-10-01 | 79.796983503576500 |
| 1998-11-01 | 81.198026004447500 |
| 1998-12-01 | 81.685941802326200 |
| 1999-01-01 | 80.614481923400290 |
| 1999-02-01 | 81.347283669405700 |
| 1999-03-01 | 81.203327327306300 |
| 1999-04-01 | 79.198635976831100 |
| 1999-05-01 | 79.629394186118500 |
| 1999-06-01 | 80.471168271394920 |
| 1999-07-01 | 79.806387653853500 |
| 1999-08-01 | 80.397325317627200 |
| 1999-09-01 | 79.477574547074700 |
| 1999-10-01 | 82.207219987040920 |
| 1999-11-01 | 82.595196192242100 |
| 1999-12-01 | 82.397929546907590 |
| 2000-01-01 | 83.991967731840590 |
| 2000-02-01 | 83.916551221783900 |
| 2000-03-01 | 84.651222830969000 |
| 2000-04-01 | 83.388729831655410 |
| 2000-05-01 | 82.146367082972090 |
| 2000-06-01 | 82.698368122152200 |
| 2000-07-01 | 82.475494643291800 |
| 2000-08-01 | 81.433675467491700 |
| 2000-09-01 | 81.099907405661000 |
| 2000-10-01 | 81.564920148815590 |
| 2000-11-01 | 81.510957073158600 |
| 2000-12-01 | 81.868421385609210 |
| 2001-01-01 | 77.677478165239200 |
| 2001-02-01 | 75.763096350896400 |
| 2001-03-01 | 74.654979149430400 |
| 2001-04-01 | 73.054132474886400 |
| 2001-05-01 | 72.923901332794200 |
| 2001-06-01 | 72.261259763791900 |
| 2001-07-01 | 71.157153460760710 |
| 2001-08-01 | 70.906201825573090 |
| 2001-09-01 | 69.755083167197600 |
| 2001-10-01 | 67.193937326068410 |
| 2001-11-01 | 66.021904468859600 |
| 2001-12-01 | 66.556179257030110 |
| 2002-01-01 | 66.363679672507300 |
| 2002-02-01 | 67.214430343341100 |
| 2002-03-01 | 66.865282758558700 |
| 2002-04-01 | 68.160001911365200 |
| 2002-05-01 | 67.793627871277110 |
| 2002-06-01 | 67.646404340744500 |
| 2002-07-01 | 67.746385055403500 |
| 2002-08-01 | 66.673636832606290 |
| 2002-09-01 | 66.836651415908010 |
| 2002-10-01 | 63.274201980593600 |
| 2002-11-01 | 63.158151355031100 |
| 2002-12-01 | 63.026450492208600 |
| 2003-01-01 | 62.515125543942300 |
| 2003-02-01 | 61.706308301219900 |
| 2003-03-01 | 62.647800768777800 |
| 2003-04-01 | 61.466062008750000 |
| 2003-05-01 | 61.421889325988800 |
| 2003-06-01 | 60.984899437266600 |
| 2003-07-01 | 60.623573998888290 |
| 2003-08-01 | 61.334070979450900 |
| 2003-09-01 | 61.702949350008000 |
| 2003-10-01 | 63.611494620382395 |
| 2003-11-01 | 64.598409353654000 |
| 2003-12-01 | 63.871062895907000 |
| 2004-01-01 | 64.617551700658300 |
| 2004-02-01 | 64.965085293195300 |
| 2004-03-01 | 64.083386345110700 |
| 2004-04-01 | 64.897980172728000 |
| 2004-05-01 | 65.226466858712700 |
| 2004-06-01 | 65.576379273866790 |
| 2004-07-01 | 66.530231870669500 |
| 2004-08-01 | 67.081510972959300 |
| 2004-09-01 | 65.583487908644100 |
| 2004-10-01 | 67.146559819675900 |
| 2004-11-01 | 66.856425792459200 |
| 2004-12-01 | 67.805409164245300 |
| 2005-01-01 | 67.655300920191210 |
| 2005-02-01 | 68.022862109056300 |
| 2005-03-01 | 67.280439341990400 |
| 2005-04-01 | 68.157820000190600 |
| 2005-05-01 | 68.161404556003600 |
| 2005-06-01 | 67.648945837888790 |
| 2005-07-01 | 68.273298760525500 |
| 2005-08-01 | 68.275616104792390 |
| 2005-09-01 | 69.113494567663300 |
| 2005-10-01 | 68.383364697308990 |
| 2005-11-01 | 67.631361060286400 |
| 2005-12-01 | 67.800014079693400 |
| 2006-01-01 | 68.730489636512900 |
| 2006-02-01 | 68.973638207778000 |
| 2006-03-01 | 69.621874532284000 |
| 2006-04-01 | 68.319388977468600 |
| 2006-05-01 | 69.814166871899100 |
| 2006-06-01 | 70.072895495634500 |
| 2006-07-01 | 70.218991259487200 |
| 2006-08-01 | 69.653077567104100 |
| 2006-09-01 | 69.832511153691500 |
| 2006-10-01 | 69.430787947185110 |
| 2006-11-01 | 70.215380793939800 |
| 2006-12-01 | 70.518656335569290 |
| 2007-01-01 | 70.876679694035600 |
| 2007-02-01 | 70.697246960427300 |
| 2007-03-01 | 71.547225718129700 |
| 2007-04-01 | 70.569131228110410 |
| 2007-05-01 | 70.846536690999000 |
| 2007-06-01 | 70.716267771113900 |
| 2007-07-01 | 70.233079744889410 |
| 2007-08-01 | 68.986629172984700 |
| 2007-09-01 | 68.518182052822800 |
| 2007-10-01 | 68.538489173898100 |
| 2007-11-01 | 68.137901037835500 |
| 2007-12-01 | 68.053459827581300 |
| 2008-01-01 | 67.411275106786300 |
| 2008-02-01 | 66.568936755658800 |
| 2008-03-01 | 65.565389371473400 |
| 2008-04-01 | 65.106000819434500 |
| 2008-05-01 | 64.280526711556900 |
| 2008-06-01 | 64.677804598964700 |
| 2008-07-01 | 63.438274310714900 |
| 2008-08-01 | 64.050470772586000 |
| 2008-09-01 | 62.903656266802390 |
| 2008-10-01 | 61.160539876997300 |
| 2008-11-01 | 59.039497948743104 |
| 2008-12-01 | 57.469194667209300 |
| 2009-01-01 | 53.895293903211400 |
| 2009-02-01 | 53.222568475814600 |
| 2009-03-01 | 52.389751370466900 |
| 2009-04-01 | 50.015610317054610 |
| 2009-05-01 | 49.585173890665295 |
| 2009-06-01 | 49.278086798919496 |
| 2009-07-01 | 48.268644035503800 |
| 2009-08-01 | 48.578514072431300 |
| 2009-09-01 | 48.820312954740295 |
| 2009-10-01 | 49.837681755501100 |
| 2009-11-01 | 51.176217413804700 |
| 2009-12-01 | 52.247119181927005 |
| 2010-01-01 | 51.150294587285500 |
| 2010-02-01 | 50.712781526884896 |
| 2010-03-01 | 51.829260179166900 |
| 2010-04-01 | 54.041485238794200 |
| 2010-05-01 | 54.760244655977600 |
| 2010-06-01 | 55.131263192982296 |
| 2010-07-01 | 57.050508711600294 |
| 2010-08-01 | 57.056939264730300 |
| 2010-09-01 | 57.741895397626800 |
| 2010-10-01 | 58.199952692381494 |
| 2010-11-01 | 58.620150778314200 |
| 2010-12-01 | 58.188261555968600 |
| 2011-01-01 | 58.761006521587106 |
| 2011-02-01 | 59.851901174901400 |
| 2011-03-01 | 60.167586678341500 |
| 2011-04-01 | 60.485763702311790 |
| 2011-05-01 | 59.698623119653504 |
| 2011-06-01 | 59.038711280559795 |
| 2011-07-01 | 59.382793804344000 |
| 2011-08-01 | 59.154596223607900 |
| 2011-09-01 | 60.253344178574494 |
| 2011-10-01 | 58.967192269828104 |
| 2011-11-01 | 58.049521231602000 |
| 2011-12-01 | 57.669056596802400 |
| 2012-01-01 | 59.043919315020396 |
| 2012-02-01 | 59.864275783197500 |
| 2012-03-01 | 60.551723845128790 |
| 2012-04-01 | 59.558248533951500 |
| 2012-05-01 | 60.127353059963106 |
| 2012-06-01 | 59.967041432941400 |
| 2012-07-01 | 61.032619868380500 |
| 2012-08-01 | 61.865117055768700 |
| 2012-09-01 | 62.475403759262804 |
| 2012-10-01 | 62.660571527679610 |
| 2012-11-01 | 61.199916157273800 |
| 2012-12-01 | 61.561990840631400 |
| 2013-01-01 | 64.112147052954800 |
| 2013-02-01 | 64.724382629233900 |
| 2013-03-01 | 64.351160293854110 |
| 2013-04-01 | 64.758129686695700 |
| 2013-05-01 | 64.579117788875400 |
| 2013-06-01 | 65.876499038669400 |
| 2013-07-01 | 64.598497951093700 |
| 2013-08-01 | 65.561402515905700 |
| 2013-09-01 | 64.632461068635510 |
| 2013-10-01 | 64.068377042478400 |
| 2013-11-01 | 67.093931450899700 |
| 2013-12-01 | 65.679705096678100 |
| 2014-01-01 | 65.713847971319800 |
| 2014-02-01 | 64.530017329060100 |
| 2014-03-01 | 65.151939766315900 |
| 2014-04-01 | 66.910729494752100 |
| 2014-05-01 | 67.305554578873100 |
| 2014-06-01 | 66.692154527296400 |
| 2014-07-01 | 67.581239007887100 |
| 2014-08-01 | 67.136615711600100 |
| 2014-09-01 | 67.291847393871900 |
| 2014-10-01 | 67.340377772585200 |
| 2014-11-01 | 70.352265948695790 |
| 2014-12-01 | 70.121308565322110 |
| 2015-01-01 | 69.730449590718690 |
| 2015-02-01 | 69.032474540330600 |
| 2015-03-01 | 69.494297088099200 |
| 2015-04-01 | 69.566171895916800 |
| 2015-05-01 | 71.316007262381200 |
| 2015-06-01 | 71.734106606398200 |
| 2015-07-01 | 71.829098997282800 |
| 2015-08-01 | 71.184062561152500 |
| 2015-09-01 | 72.143240219577590 |
| 2015-10-01 | 74.614168844653700 |
| 2015-11-01 | 75.938224852887400 |
| 2015-12-01 | 75.359747662784200 |
| 2016-01-01 | 70.427832418626790 |
| 2016-02-01 | 71.318225705604700 |
| 2016-03-01 | 70.541886516488900 |
| 2016-04-01 | 69.826767189234600 |
| 2016-05-01 | 68.697511847285000 |
| 2016-06-01 | 69.157690803382700 |
| 2016-07-01 | 69.383828603937100 |
| 2016-08-01 | 70.135930292238800 |
| 2016-09-01 | 72.118162664223900 |
| 2016-10-01 | 71.177896371856700 |
| 2016-11-01 | 70.474142638245100 |
| 2016-12-01 | 72.227953229921410 |
| 2017-01-01 | 69.173842074894400 |
| 2017-02-01 | 72.124670449322210 |
| 2017-03-01 | 72.084782560599100 |
| 2017-04-01 | 72.558804680655700 |
| 2017-05-01 | 73.504861539904910 |
| 2017-06-01 | 73.813234764361500 |
| 2017-07-01 | 73.042793629618500 |
| 2017-08-01 | 73.170299660858200 |
| 2017-09-01 | 74.735813055018080 |
| 2017-10-01 | 71.465355867143500 |
| 2017-11-01 | 72.488852032880590 |
| 2017-12-01 | 72.891192192474490 |
| 2018-01-01 | 74.221477978812290 |
| 2018-02-01 | 76.387990016049400 |
| 2018-03-01 | 77.011258918936200 |
| 2018-04-01 | 77.270276443817410 |
| 2018-05-01 | 77.265083947760700 |
| 2018-06-01 | 77.186000095840900 |
| 2018-07-01 | 78.520695936771500 |
| 2018-08-01 | 78.509142666066510 |
| 2018-09-01 | 78.035409474936420 |
| 2018-10-01 | 78.658366622537600 |
| 2018-11-01 | 79.722252347144900 |
| 2018-12-01 | 78.356338960887200 |
| 2019-01-01 | 77.813081719947400 |
| 2019-02-01 | 77.271462867539600 |
| 2019-03-01 | 77.341291984747100 |
| 2019-04-01 | 78.733167279358700 |
| 2019-05-01 | 79.899430949839300 |
| 2019-06-01 | 80.990306955381600 |
| 2019-07-01 | 80.287701456315700 |
| 2019-08-01 | 80.750106609516410 |
| 2019-09-01 | 81.237169973740000 |
| 2019-10-01 | 81.479570205215600 |
| 2019-11-01 | 82.538164021037700 |
| 2019-12-01 | 80.980766639720600 |
| 2020-01-01 | 81.188966567034300 |
| 2020-02-01 | 80.932057423683910 |
| 2020-03-01 | 80.113114944649910 |
| 2020-04-01 | 67.708397017490800 |
| 2020-05-01 | 67.323276808325390 |
| 2020-06-01 | 66.731336968599010 |
| 2020-07-01 | 68.942210476945900 |
| 2020-08-01 | 70.912284042911300 |
| 2020-09-01 | 71.813073518511000 |
| 2020-10-01 | 74.052491374289290 |
| 2020-11-01 | 74.509171984529200 |
| 2020-12-01 | 76.463563654680500 |
| 2021-01-01 | 78.295112816498590 |
| 2021-02-01 | 79.119389844688900 |
| 2021-03-01 | 80.888922388440900 |
| 2021-04-01 | 80.398283025025400 |
| 2021-05-01 | 81.324278613749100 |
| 2021-06-01 | 79.701281273316100 |
| 2021-07-01 | 81.743049109693800 |
| 2021-08-01 | 82.089354388320800 |
| 2021-09-01 | 82.638593355954200 |
| 2021-10-01 | 84.943243349752300 |
| 2021-11-01 | 86.340338772861400 |
| 2021-12-01 | 87.523893602719900 |
| 2022-01-01 | 88.721956085980100 |
| 2022-02-01 | 90.539605145134200 |
| 2022-03-01 | 89.214096842358910 |
| 2022-04-01 | 89.177782391925700 |
| 2022-05-01 | 89.089175602648700 |
| 2022-06-01 | 87.825455935439100 |
| 2022-07-01 | 88.663756875434300 |
| 2022-08-01 | 87.589665622771490 |
| 2022-09-01 | 88.034310612744900 |
| 2022-10-01 | 85.492926537818900 |
| 2022-11-01 | 85.538343113551800 |
| 2022-12-01 | 85.076042790409000 |
| 2023-01-01 | 85.469481363458200 |
| 2023-02-01 | 85.858788374550100 |
| 2023-03-01 | 84.664014538046000 |
| 2023-04-01 | 84.140165027639910 |
| 2023-05-01 | 83.382741206365000 |
| 2023-06-01 | 82.779123027855800 |
| 2023-07-01 | 81.525022809898600 |
| 2023-08-01 | 81.387236000488600 |
| 2023-09-01 | 81.781830563136210 |
| 2023-10-01 | 79.840678636219790 |
| 2023-11-01 | 77.072815909961100 |
| 2023-12-01 | 76.363971450543700 |
| 2024-01-01 | 77.130881306742100 |
| 2024-02-01 | 77.375295562332500 |
| 2024-03-01 | 78.410133983244800 |
| 2024-04-01 | 77.900526594437510 |
| 2024-05-01 | 77.163110157712710 |
| 2024-06-01 | 77.648055753583900 |
| 2024-07-01 | 77.642888050693700 |
| 2024-08-01 | 76.646042445835500 |
| 2024-09-01 | 76.421192073570800 |
