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 2024-11-01 |
| Last Updated | 2024-12-21 6:39 AM CST |
| 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 | 34.595294034371900 |
| 1990-03-01 | 34.209105150220196 |
| 1990-04-01 | 34.993161871623600 |
| 1990-05-01 | 34.696422094931606 |
| 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 | 35.703536497556210 |
| 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 | 40.084736657809200 |
| 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 | 51.196832443771600 |
| 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 | 53.404200114709700 |
| 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 | 78.025197156380700 |
| 1998-08-01 | 78.589443945783000 |
| 1998-09-01 | 79.505326759829090 |
| 1998-10-01 | 79.796983503576500 |
| 1998-11-01 | 81.198026004447600 |
| 1998-12-01 | 81.685941802326600 |
| 1999-01-01 | 80.614481923400700 |
| 1999-02-01 | 81.347283669405910 |
| 1999-03-01 | 81.203327327306080 |
| 1999-04-01 | 79.198635976830500 |
| 1999-05-01 | 79.629394186117300 |
| 1999-06-01 | 80.471168271393800 |
| 1999-07-01 | 79.806387653853100 |
| 1999-08-01 | 80.397325317627700 |
| 1999-09-01 | 79.477574547076000 |
| 1999-10-01 | 82.207219987042590 |
| 1999-11-01 | 82.595196192244400 |
| 1999-12-01 | 82.397929546911100 |
| 2000-01-01 | 83.991967731844300 |
| 2000-02-01 | 83.916551221785200 |
| 2000-03-01 | 84.651222830965300 |
| 2000-04-01 | 83.388729831646600 |
| 2000-05-01 | 82.146367082956800 |
| 2000-06-01 | 82.698368122138400 |
| 2000-07-01 | 82.475494643289300 |
| 2000-08-01 | 81.433675467502910 |
| 2000-09-01 | 81.099907405679800 |
| 2000-10-01 | 81.564920148833900 |
| 2000-11-01 | 81.510957073170700 |
| 2000-12-01 | 81.868421385618700 |
| 2001-01-01 | 77.677478165245590 |
| 2001-02-01 | 75.763096350894600 |
| 2001-03-01 | 74.654979149410100 |
| 2001-04-01 | 73.054132474850700 |
| 2001-05-01 | 72.923901332744500 |
| 2001-06-01 | 72.261259763752590 |
| 2001-07-01 | 71.157153460754500 |
| 2001-08-01 | 70.906201825602600 |
| 2001-09-01 | 69.755083167289500 |
| 2001-10-01 | 67.193937326109890 |
| 2001-11-01 | 66.021904468882000 |
| 2001-12-01 | 66.556179257042100 |
| 2002-01-01 | 66.363679672512400 |
| 2002-02-01 | 67.214430343333390 |
| 2002-03-01 | 66.865282758503100 |
| 2002-04-01 | 68.160001911269400 |
| 2002-05-01 | 67.793627871182900 |
| 2002-06-01 | 67.646404340671210 |
| 2002-07-01 | 67.746385055354100 |
| 2002-08-01 | 66.673636832570890 |
| 2002-09-01 | 66.836651416392100 |
| 2002-10-01 | 63.274201980566595 |
| 2002-11-01 | 63.158151355010900 |
| 2002-12-01 | 63.026450492197505 |
| 2003-01-01 | 62.515125543956394 |
| 2003-02-01 | 61.706308301264490 |
| 2003-03-01 | 62.647800768823004 |
| 2003-04-01 | 61.466062008529210 |
| 2003-05-01 | 61.421889325950600 |
| 2003-06-01 | 60.984899437055000 |
| 2003-07-01 | 60.623573998460800 |
| 2003-08-01 | 61.334070978930800 |
| 2003-09-01 | 61.702949350539704 |
| 2003-10-01 | 63.611494620403300 |
| 2003-11-01 | 64.598409354237300 |
| 2003-12-01 | 63.871062897211104 |
| 2004-01-01 | 64.617551702143500 |
| 2004-02-01 | 64.965085294082000 |
| 2004-03-01 | 64.083386344875000 |
| 2004-04-01 | 64.897980170839100 |
| 2004-05-01 | 65.226466856174600 |
| 2004-06-01 | 65.576379270189700 |
| 2004-07-01 | 66.530231866267900 |
| 2004-08-01 | 67.081510969886400 |
| 2004-09-01 | 65.583487910748600 |
| 2004-10-01 | 67.146559825839900 |
| 2004-11-01 | 66.856425803964500 |
| 2004-12-01 | 67.805409176508600 |
| 2005-01-01 | 67.655300925233400 |
| 2005-02-01 | 68.022862103577100 |
| 2005-03-01 | 67.280439328915390 |
| 2005-04-01 | 68.157819984703600 |
| 2005-05-01 | 68.161404544470600 |
| 2005-06-01 | 67.648945830136610 |
| 2005-07-01 | 68.273298753604410 |
| 2005-08-01 | 68.275616097439300 |
| 2005-09-01 | 69.113494576569400 |
| 2005-10-01 | 68.383364721460600 |
| 2005-11-01 | 67.631361100331700 |
| 2005-12-01 | 67.800014113769400 |
| 2006-01-01 | 68.730489649240500 |
| 2006-02-01 | 68.973638185364590 |
| 2006-03-01 | 69.621874497090800 |
| 2006-04-01 | 68.319388892926100 |
| 2006-05-01 | 69.814166862655600 |
| 2006-06-01 | 70.072895494014600 |
| 2006-07-01 | 70.218991252350390 |
| 2006-08-01 | 69.653077542437300 |
| 2006-09-01 | 69.832511160174700 |
| 2006-10-01 | 69.430787984698500 |
| 2006-11-01 | 70.215380924793900 |
| 2006-12-01 | 70.518656412129000 |
| 2007-01-01 | 70.876679759492290 |
| 2007-02-01 | 70.697246978947400 |
| 2007-03-01 | 71.547225405182590 |
| 2007-04-01 | 70.569131156031800 |
| 2007-05-01 | 70.846536731772090 |
| 2007-06-01 | 70.716267780159410 |
| 2007-07-01 | 70.233079717124200 |
| 2007-08-01 | 68.986629089585600 |
| 2007-09-01 | 68.518182005548100 |
| 2007-10-01 | 68.538489209634700 |
| 2007-11-01 | 68.137901298838400 |
| 2007-12-01 | 68.053460012048600 |
| 2008-01-01 | 67.411275262014700 |
| 2008-02-01 | 66.568936805528100 |
| 2008-03-01 | 65.565388808061900 |
| 2008-04-01 | 65.106000770863290 |
| 2008-05-01 | 64.280526833445210 |
| 2008-06-01 | 64.677804669813500 |
| 2008-07-01 | 63.438274292033995 |
| 2008-08-01 | 64.050470601472900 |
| 2008-09-01 | 62.903655909672900 |
| 2008-10-01 | 61.160539806298196 |
| 2008-11-01 | 59.039498232275804 |
| 2008-12-01 | 57.469195252790300 |
| 2009-01-01 | 53.895294116013794 |
| 2009-02-01 | 53.222568534712100 |
| 2009-03-01 | 52.389750654300900 |
| 2009-04-01 | 50.015610321783000 |
| 2009-05-01 | 49.585174122877206 |
| 2009-06-01 | 49.278087016653790 |
| 2009-07-01 | 48.268644096675104 |
| 2009-08-01 | 48.578513903533110 |
| 2009-09-01 | 48.820312293882000 |
| 2009-10-01 | 49.837681236495400 |
| 2009-11-01 | 51.176216797728900 |
| 2009-12-01 | 52.247121450150600 |
| 2010-01-01 | 51.150294515770290 |
| 2010-02-01 | 50.712781487862610 |
| 2010-03-01 | 51.829259539283600 |
| 2010-04-01 | 54.041485648887900 |
| 2010-05-01 | 54.760245456192600 |
| 2010-06-01 | 55.131263777055100 |
| 2010-07-01 | 57.050509001490205 |
| 2010-08-01 | 57.056938874257300 |
| 2010-09-01 | 57.741893801201500 |
| 2010-10-01 | 58.199947669357390 |
| 2010-11-01 | 58.620150207051000 |
| 2010-12-01 | 58.188266439908500 |
| 2011-01-01 | 58.761006667385800 |
| 2011-02-01 | 59.851901735451400 |
| 2011-03-01 | 60.167587173358400 |
| 2011-04-01 | 60.485766245491600 |
| 2011-05-01 | 59.698627373434604 |
| 2011-06-01 | 59.038714482985500 |
| 2011-07-01 | 59.382793615297004 |
| 2011-08-01 | 59.154591498967100 |
| 2011-09-01 | 60.253336014044706 |
| 2011-10-01 | 58.967179090023400 |
| 2011-11-01 | 58.049516628990794 |
| 2011-12-01 | 57.669068122594005 |
| 2012-01-01 | 59.043925113983300 |
| 2012-02-01 | 59.864280587932210 |
| 2012-03-01 | 60.551728246549800 |
| 2012-04-01 | 59.558255516265895 |
| 2012-05-01 | 60.127366238002004 |
| 2012-06-01 | 59.967051198145100 |
| 2012-07-01 | 61.032615947348006 |
| 2012-08-01 | 61.865099551984700 |
| 2012-09-01 | 62.475378601096400 |
| 2012-10-01 | 62.660534676521300 |
| 2012-11-01 | 61.199889733339100 |
| 2012-12-01 | 61.562039400267600 |
| 2013-01-01 | 64.112177448915900 |
| 2013-02-01 | 64.724388645909700 |
| 2013-03-01 | 64.351173517806900 |
| 2013-04-01 | 64.758151618240390 |
| 2013-05-01 | 64.579143337199600 |
| 2013-06-01 | 65.876519191670400 |
| 2013-07-01 | 64.598497717505900 |
| 2013-08-01 | 65.561382028937300 |
| 2013-09-01 | 64.632288960102600 |
| 2013-10-01 | 64.068328355887390 |
| 2013-11-01 | 67.093885168143400 |
| 2013-12-01 | 65.679809472519790 |
| 2014-01-01 | 65.713990508770800 |
| 2014-02-01 | 64.530083563429700 |
| 2014-03-01 | 65.152009260582900 |
| 2014-04-01 | 66.910762381919000 |
| 2014-05-01 | 67.305528597115710 |
| 2014-06-01 | 66.692095316836500 |
| 2014-07-01 | 67.581189750909500 |
| 2014-08-01 | 67.136591022789400 |
| 2014-09-01 | 67.291458344212200 |
| 2014-10-01 | 67.340319125748300 |
| 2014-11-01 | 70.352202268405000 |
| 2014-12-01 | 70.121519785772490 |
| 2015-01-01 | 69.730828997231700 |
| 2015-02-01 | 69.032810254671900 |
| 2015-03-01 | 69.494591266685490 |
| 2015-04-01 | 69.566206623952500 |
| 2015-05-01 | 71.315722704645500 |
| 2015-06-01 | 71.733666700642600 |
| 2015-07-01 | 71.828794774288500 |
| 2015-08-01 | 71.183991217196900 |
| 2015-09-01 | 72.142643530533590 |
| 2015-10-01 | 74.614126642270700 |
| 2015-11-01 | 75.938283097373800 |
| 2015-12-01 | 75.360177890095800 |
| 2016-01-01 | 70.428714305065300 |
| 2016-02-01 | 71.319046271704790 |
| 2016-03-01 | 70.542579066081200 |
| 2016-04-01 | 69.827093875384700 |
| 2016-05-01 | 68.697548081140610 |
| 2016-06-01 | 69.153821455148500 |
| 2016-07-01 | 69.383881697674600 |
| 2016-08-01 | 70.136236445024300 |
| 2016-09-01 | 72.117947673818590 |
| 2016-10-01 | 71.178388141773210 |
| 2016-11-01 | 70.473392032239200 |
| 2016-12-01 | 72.229231071982000 |
| 2017-01-01 | 69.175615754758610 |
| 2017-02-01 | 72.126258987288300 |
| 2017-03-01 | 72.086030278469300 |
| 2017-04-01 | 72.559514138256500 |
| 2017-05-01 | 73.505255440175000 |
| 2017-06-01 | 73.802628092700000 |
| 2017-07-01 | 73.043393831467410 |
| 2017-08-01 | 73.171334069014000 |
| 2017-09-01 | 74.736650301792500 |
| 2017-10-01 | 71.466978379356590 |
| 2017-11-01 | 72.487540904480500 |
| 2017-12-01 | 72.893612285837290 |
| 2018-01-01 | 74.225026060966300 |
| 2018-02-01 | 76.391461335797500 |
| 2018-03-01 | 77.010418361761410 |
| 2018-04-01 | 77.272441840571100 |
| 2018-05-01 | 77.266882279130400 |
| 2018-06-01 | 77.163452857529900 |
| 2018-07-01 | 78.522205154672500 |
| 2018-08-01 | 78.510995278054000 |
| 2018-09-01 | 78.040425365251210 |
| 2018-10-01 | 78.661794746116910 |
| 2018-11-01 | 79.720927440724100 |
| 2018-12-01 | 78.360209221441790 |
| 2019-01-01 | 77.817281003824400 |
| 2019-02-01 | 77.280064492297000 |
| 2019-03-01 | 77.337236109646900 |
| 2019-04-01 | 78.735566182692700 |
| 2019-05-01 | 79.900546630744700 |
| 2019-06-01 | 80.956388497386410 |
| 2019-07-01 | 80.286862510838300 |
| 2019-08-01 | 80.749489085687290 |
| 2019-09-01 | 81.243987239964300 |
| 2019-10-01 | 81.493874846152100 |
| 2019-11-01 | 82.537742819790710 |
| 2019-12-01 | 80.985767840411910 |
| 2020-01-01 | 81.193941007234200 |
| 2020-02-01 | 80.946842423217200 |
| 2020-03-01 | 80.106332207298690 |
| 2020-04-01 | 67.711706459030600 |
| 2020-05-01 | 67.323682895427900 |
| 2020-06-01 | 66.695013456926090 |
| 2020-07-01 | 68.934673519115700 |
| 2020-08-01 | 70.903744245960300 |
| 2020-09-01 | 71.820375489529000 |
| 2020-10-01 | 74.073893404867400 |
| 2020-11-01 | 74.519257851908210 |
| 2020-12-01 | 76.467335165244210 |
| 2021-01-01 | 78.301727688653100 |
| 2021-02-01 | 79.142949224225800 |
| 2021-03-01 | 80.876631319626000 |
| 2021-04-01 | 80.409314629198100 |
| 2021-05-01 | 81.326018480282200 |
| 2021-06-01 | 79.654436322258300 |
| 2021-07-01 | 81.716609246473410 |
| 2021-08-01 | 82.053978536008500 |
| 2021-09-01 | 82.639487923379790 |
| 2021-10-01 | 84.980707353430300 |
| 2021-11-01 | 86.379169387515090 |
| 2021-12-01 | 87.531517622533400 |
| 2022-01-01 | 88.733039520011790 |
| 2022-02-01 | 90.572921540345200 |
| 2022-03-01 | 89.196391223341110 |
| 2022-04-01 | 89.200138778841920 |
| 2022-05-01 | 89.092831045423300 |
| 2022-06-01 | 87.769015259515000 |
| 2022-07-01 | 88.606376740639000 |
| 2022-08-01 | 87.511672341783080 |
| 2022-09-01 | 88.026231677407310 |
| 2022-10-01 | 85.548926008372290 |
| 2022-11-01 | 85.628512431050410 |
| 2022-12-01 | 85.085117664454910 |
| 2023-01-01 | 85.480796596612500 |
| 2023-02-01 | 85.894235198691800 |
| 2023-03-01 | 84.641124510419800 |
| 2023-04-01 | 84.167928659341200 |
| 2023-05-01 | 83.384891619368200 |
| 2023-06-01 | 82.724643774385700 |
| 2023-07-01 | 81.442604952426300 |
| 2023-08-01 | 81.272183751426910 |
| 2023-09-01 | 81.758259814169400 |
| 2023-10-01 | 79.922787426734290 |
| 2023-11-01 | 77.212755249092000 |
| 2023-12-01 | 76.374032345731700 |
| 2024-01-01 | 77.139144747626900 |
| 2024-02-01 | 77.402685803928500 |
| 2024-03-01 | 78.385799928032210 |
| 2024-04-01 | 77.927460853010300 |
| 2024-05-01 | 77.163161181822090 |
| 2024-06-01 | 77.593829705483800 |
| 2024-07-01 | 77.541661883491300 |
| 2024-08-01 | 76.507168681241710 |
| 2024-09-01 | 76.095625273314100 |
| 2024-10-01 | 75.586664977547290 |
| 2024-11-01 | 75.081899359560500 |
