Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Richmond, VA (MSA)
Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Richmond, VA (MSA) |
---|---|
Series ID | SMU51400606054000001SA |
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 2024-10-01 |
Last Updated | 2024-11-20 6:19 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 | 18.575886898089200 |
1990-02-01 | 18.687222448893102 |
1990-03-01 | 18.742735758126800 |
1990-04-01 | 18.595340742247300 |
1990-05-01 | 18.636846075498397 |
1990-06-01 | 18.760773301059700 |
1990-07-01 | 18.992558595278897 |
1990-08-01 | 19.101944869307800 |
1990-09-01 | 19.022090797832000 |
1990-10-01 | 19.197870243267400 |
1990-11-01 | 19.196217864495700 |
1990-12-01 | 19.004497313175500 |
1991-01-01 | 19.162700503204000 |
1991-02-01 | 18.875985578370603 |
1991-03-01 | 18.935483482897002 |
1991-04-01 | 19.197923468628602 |
1991-05-01 | 19.047611550058000 |
1991-06-01 | 19.074020017227700 |
1991-07-01 | 19.079831241789900 |
1991-08-01 | 19.207596916927802 |
1991-09-01 | 19.322829882410300 |
1991-10-01 | 19.115952410718500 |
1991-11-01 | 19.106131533851000 |
1991-12-01 | 19.093984999906700 |
1992-01-01 | 19.043255994086000 |
1992-02-01 | 19.054746972096800 |
1992-03-01 | 19.122668310040100 |
1992-04-01 | 19.100385326059100 |
1992-05-01 | 19.256048085471700 |
1992-06-01 | 19.208016234076702 |
1992-07-01 | 19.063024440719600 |
1992-08-01 | 19.011335733304200 |
1992-09-01 | 19.025524514109500 |
1992-10-01 | 19.154274557198697 |
1992-11-01 | 19.220902819243697 |
1992-12-01 | 19.268716092670502 |
1993-01-01 | 19.218622894838500 |
1993-02-01 | 19.330212336655100 |
1993-03-01 | 19.301722042024500 |
1993-04-01 | 19.296026424607998 |
1993-05-01 | 19.364709112181803 |
1993-06-01 | 19.458836934255000 |
1993-07-01 | 19.128728242044602 |
1993-08-01 | 19.222690501694000 |
1993-09-01 | 19.346110092544100 |
1993-10-01 | 19.599506426155700 |
1993-11-01 | 19.529231261175898 |
1993-12-01 | 19.445879742811000 |
1994-01-01 | 19.991133560940900 |
1994-02-01 | 19.994624311446200 |
1994-03-01 | 20.065584333026198 |
1994-04-01 | 20.086725634761898 |
1994-05-01 | 20.084548229926300 |
1994-06-01 | 20.313906899513700 |
1994-07-01 | 20.794895033044398 |
1994-08-01 | 20.829411626516197 |
1994-09-01 | 21.090162556801200 |
1994-10-01 | 20.632232613526900 |
1994-11-01 | 20.944307067728400 |
1994-12-01 | 21.031483539328000 |
1995-01-01 | 20.850870527412500 |
1995-02-01 | 21.064007695376300 |
1995-03-01 | 21.125167432009498 |
1995-04-01 | 21.064931519443800 |
1995-05-01 | 21.314759731250803 |
1995-06-01 | 21.258891102411400 |
1995-07-01 | 21.556739433685700 |
1995-08-01 | 21.839144107526003 |
1995-09-01 | 21.844163747940698 |
1995-10-01 | 21.856233720487800 |
1995-11-01 | 22.060198748490600 |
1995-12-01 | 22.634340459320600 |
1996-01-01 | 22.209588740574002 |
1996-02-01 | 22.138123574023698 |
1996-03-01 | 22.387775412567102 |
1996-04-01 | 22.928973776911100 |
1996-05-01 | 23.041310530898800 |
1996-06-01 | 23.281965498982100 |
1996-07-01 | 22.538615435104700 |
1996-08-01 | 22.738732530536500 |
1996-09-01 | 23.104636029625800 |
1996-10-01 | 23.267654298889397 |
1996-11-01 | 23.485190511204200 |
1996-12-01 | 23.546629748479400 |
1997-01-01 | 23.772820973828303 |
1997-02-01 | 23.933012684638500 |
1997-03-01 | 24.079178860485000 |
1997-04-01 | 23.768175456901897 |
1997-05-01 | 23.745132847548600 |
1997-06-01 | 23.855941711600500 |
1997-07-01 | 24.440617696479800 |
1997-08-01 | 24.657001070137400 |
1997-09-01 | 24.651330783419198 |
1997-10-01 | 25.081386676722100 |
1997-11-01 | 25.213546824215900 |
1997-12-01 | 25.457463066203400 |
1998-01-01 | 25.655228304975200 |
1998-02-01 | 25.740901603526602 |
1998-03-01 | 25.884928207053104 |
1998-04-01 | 26.006486885271602 |
1998-05-01 | 26.234566337623402 |
1998-06-01 | 26.502761925726000 |
1998-07-01 | 26.550874716878300 |
1998-08-01 | 26.757049704942197 |
1998-09-01 | 26.995523855318698 |
1998-10-01 | 27.095812748083603 |
1998-11-01 | 27.149986046320200 |
1998-12-01 | 27.161391767778900 |
1999-01-01 | 27.655509432568802 |
1999-02-01 | 28.161075422859103 |
1999-03-01 | 28.209747716102700 |
1999-04-01 | 27.949218852320500 |
1999-05-01 | 27.906773616382200 |
1999-06-01 | 27.934333621329603 |
1999-07-01 | 28.066522618979100 |
1999-08-01 | 28.160542481612600 |
1999-09-01 | 28.204690151908697 |
1999-10-01 | 28.529099087281605 |
1999-11-01 | 28.678105391126298 |
1999-12-01 | 28.851038239641800 |
2000-01-01 | 29.071414925569300 |
2000-02-01 | 29.286795040014000 |
2000-03-01 | 29.435172073656602 |
2000-04-01 | 29.810073099817400 |
2000-05-01 | 29.873831611243400 |
2000-06-01 | 30.093380227355105 |
2000-07-01 | 29.976201932155300 |
2000-08-01 | 29.951490447052800 |
2000-09-01 | 30.108698724765000 |
2000-10-01 | 29.957983326575200 |
2000-11-01 | 29.989681890116100 |
2000-12-01 | 29.921246645095400 |
2001-01-01 | 29.399143942113900 |
2001-02-01 | 29.505548417034397 |
2001-03-01 | 29.454212532823000 |
2001-04-01 | 29.691304497861600 |
2001-05-01 | 29.856513464294800 |
2001-06-01 | 29.773630970609500 |
2001-07-01 | 29.993109015816103 |
2001-08-01 | 29.861386373743000 |
2001-09-01 | 29.595876503866800 |
2001-10-01 | 29.472962665552900 |
2001-11-01 | 29.371609509031302 |
2001-12-01 | 29.475861572432798 |
2002-01-01 | 29.520309072399100 |
2002-02-01 | 29.717994335086697 |
2002-03-01 | 29.749278980373397 |
2002-04-01 | 29.599104778351100 |
2002-05-01 | 29.681846477171604 |
2002-06-01 | 29.691215683529002 |
2002-07-01 | 29.397102142004105 |
2002-08-01 | 29.373411557645003 |
2002-09-01 | 29.389357392848800 |
2002-10-01 | 29.367325603671198 |
2002-11-01 | 29.431236143481100 |
2002-12-01 | 29.425576243484100 |
2003-01-01 | 27.639402558039304 |
2003-02-01 | 27.499691186796700 |
2003-03-01 | 27.523025638985400 |
2003-04-01 | 27.737748968865700 |
2003-05-01 | 27.842696153421002 |
2003-06-01 | 27.831267968045000 |
2003-07-01 | 27.898720806879200 |
2003-08-01 | 27.891829534572302 |
2003-09-01 | 27.973236947339696 |
2003-10-01 | 28.049315171964803 |
2003-11-01 | 27.980215118269400 |
2003-12-01 | 28.190967228786803 |
2004-01-01 | 28.130769559902600 |
2004-02-01 | 28.267744294122800 |
2004-03-01 | 28.401828898250500 |
2004-04-01 | 28.377776305449800 |
2004-05-01 | 28.425148124711498 |
2004-06-01 | 28.788820046188803 |
2004-07-01 | 29.083711426091500 |
2004-08-01 | 29.501128434936103 |
2004-09-01 | 29.766849021423700 |
2004-10-01 | 30.126000600904103 |
2004-11-01 | 30.336264186030398 |
2004-12-01 | 30.474160014982600 |
2005-01-01 | 30.517178435675300 |
2005-02-01 | 30.613070616937600 |
2005-03-01 | 30.987501842916900 |
2005-04-01 | 31.118606734939700 |
2005-05-01 | 31.099354915162102 |
2005-06-01 | 31.241608244067198 |
2005-07-01 | 30.870661679296997 |
2005-08-01 | 31.003551511752700 |
2005-09-01 | 31.266585634279600 |
2005-10-01 | 32.308179024966700 |
2005-11-01 | 32.497000476165200 |
2005-12-01 | 32.676672335910800 |
2006-01-01 | 32.291997339571600 |
2006-02-01 | 32.567767339988900 |
2006-03-01 | 32.585219519112700 |
2006-04-01 | 32.644418199071600 |
2006-05-01 | 32.744863377453700 |
2006-06-01 | 32.889572949281600 |
2006-07-01 | 33.252469681227800 |
2006-08-01 | 33.400524398913696 |
2006-09-01 | 33.471662075275500 |
2006-10-01 | 33.505240008585000 |
2006-11-01 | 33.573547156391804 |
2006-12-01 | 33.695200505671100 |
2007-01-01 | 33.967448752613500 |
2007-02-01 | 34.026398594719000 |
2007-03-01 | 33.993647457197400 |
2007-04-01 | 34.050525134453900 |
2007-05-01 | 34.045173346005996 |
2007-06-01 | 34.341042377159900 |
2007-07-01 | 34.538964582476396 |
2007-08-01 | 34.790046491381105 |
2007-09-01 | 34.691982076102100 |
2007-10-01 | 34.797889478867305 |
2007-11-01 | 34.671180182711000 |
2007-12-01 | 35.124380333640296 |
2008-01-01 | 35.330798588711204 |
2008-02-01 | 35.609433184168200 |
2008-03-01 | 35.709098387313700 |
2008-04-01 | 35.825673835745400 |
2008-05-01 | 36.031992316980900 |
2008-06-01 | 36.092046403624100 |
2008-07-01 | 35.822554050728800 |
2008-08-01 | 35.773458593124500 |
2008-09-01 | 35.621874601918400 |
2008-10-01 | 36.086314541826600 |
2008-11-01 | 35.776333296567294 |
2008-12-01 | 35.547027951861295 |
2009-01-01 | 35.315118753963795 |
2009-02-01 | 35.104381803781700 |
2009-03-01 | 34.931140641003400 |
2009-04-01 | 34.492577754669696 |
2009-05-01 | 34.401458748005100 |
2009-06-01 | 34.227094329073100 |
2009-07-01 | 34.315501141795100 |
2009-08-01 | 34.255912065999400 |
2009-09-01 | 34.565008664785600 |
2009-10-01 | 34.258773925422100 |
2009-11-01 | 34.367219545786300 |
2009-12-01 | 34.370441313817900 |
2010-01-01 | 34.422074228331300 |
2010-02-01 | 34.312484848067500 |
2010-03-01 | 34.340374017835600 |
2010-04-01 | 34.669030755975100 |
2010-05-01 | 34.685780311759700 |
2010-06-01 | 34.448858448977200 |
2010-07-01 | 35.605264848341896 |
2010-08-01 | 35.632721914787300 |
2010-09-01 | 35.591099325949900 |
2010-10-01 | 35.832100827243400 |
2010-11-01 | 35.746717688267395 |
2010-12-01 | 36.089491608168100 |
2011-01-01 | 36.452664070766396 |
2011-02-01 | 36.623869040242700 |
2011-03-01 | 36.970473486903800 |
2011-04-01 | 37.252487435214300 |
2011-05-01 | 37.165754873269000 |
2011-06-01 | 37.455129055165200 |
2011-07-01 | 37.697327325543000 |
2011-08-01 | 37.799469838618500 |
2011-09-01 | 37.807141056356000 |
2011-10-01 | 37.607249836434400 |
2011-11-01 | 37.928300209486295 |
2011-12-01 | 37.898479020773100 |
2012-01-01 | 37.786910852689500 |
2012-02-01 | 37.837001007870796 |
2012-03-01 | 37.498275568444900 |
2012-04-01 | 37.758320418829996 |
2012-05-01 | 37.967596309169100 |
2012-06-01 | 38.061604862896710 |
2012-07-01 | 37.980629609937296 |
2012-08-01 | 37.952004664198704 |
2012-09-01 | 38.009456772393000 |
2012-10-01 | 38.585815577323600 |
2012-11-01 | 38.410704115755400 |
2012-12-01 | 38.290618905051000 |
2013-01-01 | 38.426999552744300 |
2013-02-01 | 38.541685075053500 |
2013-03-01 | 38.636264837223800 |
2013-04-01 | 38.387525679031704 |
2013-05-01 | 38.363814387322900 |
2013-06-01 | 38.359882668625296 |
2013-07-01 | 38.361908894962000 |
2013-08-01 | 38.525682692089000 |
2013-09-01 | 38.514262542409400 |
2013-10-01 | 38.468485668802400 |
2013-11-01 | 38.378558454709200 |
2013-12-01 | 37.975016753451600 |
2014-01-01 | 38.457994056104496 |
2014-02-01 | 38.532989373802100 |
2014-03-01 | 38.560571256414796 |
2014-04-01 | 38.834644470333790 |
2014-05-01 | 38.776359226967200 |
2014-06-01 | 38.765372619352895 |
2014-07-01 | 38.538508882021700 |
2014-08-01 | 38.508646764118700 |
2014-09-01 | 38.517005268793000 |
2014-10-01 | 38.258639948014300 |
2014-11-01 | 38.352061892051395 |
2014-12-01 | 38.553756636947900 |
2015-01-01 | 38.468855787693500 |
2015-02-01 | 38.522696025783300 |
2015-03-01 | 38.487908392463700 |
2015-04-01 | 39.073102400379500 |
2015-05-01 | 39.474206508739500 |
2015-06-01 | 39.665708787443500 |
2015-07-01 | 40.213866784340794 |
2015-08-01 | 40.623443730381700 |
2015-09-01 | 40.838796692082795 |
2015-10-01 | 41.150429896106200 |
2015-11-01 | 41.128379035832296 |
2015-12-01 | 41.344036899803600 |
2016-01-01 | 41.352367908354800 |
2016-02-01 | 41.410973873492600 |
2016-03-01 | 41.705180125649210 |
2016-04-01 | 41.298680824687900 |
2016-05-01 | 41.278018777549796 |
2016-06-01 | 41.258363751117100 |
2016-07-01 | 41.486953065842200 |
2016-08-01 | 41.444935543385895 |
2016-09-01 | 41.581771995693394 |
2016-10-01 | 41.734090238748000 |
2016-11-01 | 42.011427601662300 |
2016-12-01 | 42.059827904919295 |
2017-01-01 | 42.116380089710795 |
2017-02-01 | 42.401083571890600 |
2017-03-01 | 42.324633807559100 |
2017-04-01 | 42.416968193478800 |
2017-05-01 | 42.359770338549794 |
2017-06-01 | 42.638666734478400 |
2017-07-01 | 42.558130219415900 |
2017-08-01 | 42.682523795716600 |
2017-09-01 | 42.630820212718700 |
2017-10-01 | 42.513811467280300 |
2017-11-01 | 42.595852470998295 |
2017-12-01 | 42.799602692490296 |
2018-01-01 | 42.677072029157200 |
2018-02-01 | 42.705666759742705 |
2018-03-01 | 42.839489765355790 |
2018-04-01 | 42.724304467123600 |
2018-05-01 | 42.943350598742300 |
2018-06-01 | 43.205811051431105 |
2018-07-01 | 42.632208268244700 |
2018-08-01 | 42.792987238370200 |
2018-09-01 | 42.667261283456995 |
2018-10-01 | 43.190128643597500 |
2018-11-01 | 43.308206681126100 |
2018-12-01 | 43.048147671486994 |
2019-01-01 | 43.545915940015000 |
2019-02-01 | 43.636793662881500 |
2019-03-01 | 43.668572731522296 |
2019-04-01 | 43.808029741238300 |
2019-05-01 | 43.815732350510900 |
2019-06-01 | 43.975793989597210 |
2019-07-01 | 43.998697620620604 |
2019-08-01 | 44.080617270540706 |
2019-09-01 | 44.071023305145500 |
2019-10-01 | 44.272163568901400 |
2019-11-01 | 44.442984658854000 |
2019-12-01 | 44.412023115206500 |
2020-01-01 | 44.737080913436300 |
2020-02-01 | 44.774281529566500 |
2020-03-01 | 44.802197759231795 |
2020-04-01 | 42.984494276988400 |
2020-05-01 | 43.186935240474604 |
2020-06-01 | 42.845561553970100 |
2020-07-01 | 43.263615515373400 |
2020-08-01 | 43.334820615915795 |
2020-09-01 | 43.555178912579000 |
2020-10-01 | 43.752164158367606 |
2020-11-01 | 43.905073643827200 |
2020-12-01 | 44.181718534341400 |
2021-01-01 | 44.251482262642200 |
2021-02-01 | 44.303213896293500 |
2021-03-01 | 44.731864596102895 |
2021-04-01 | 44.759255217136605 |
2021-05-01 | 44.960270844755500 |
2021-06-01 | 45.219312219201100 |
2021-07-01 | 45.424616328720894 |
2021-08-01 | 45.591986239410890 |
2021-09-01 | 45.704267019509710 |
2021-10-01 | 46.051079404474400 |
2021-11-01 | 46.772934698430400 |
2021-12-01 | 46.547990657578296 |
2022-01-01 | 46.094529620635900 |
2022-02-01 | 46.713436659938004 |
2022-03-01 | 46.837547452833100 |
2022-04-01 | 47.341498165817100 |
2022-05-01 | 47.349647333779494 |
2022-06-01 | 47.581649539192300 |
2022-07-01 | 48.293482808652200 |
2022-08-01 | 48.157068739651500 |
2022-09-01 | 48.152652949719300 |
2022-10-01 | 48.059920103706290 |
2022-11-01 | 48.037465832416400 |
2022-12-01 | 47.894878780489904 |
2023-01-01 | 48.141438796789700 |
2023-02-01 | 48.313272328922100 |
2023-03-01 | 48.235050678653710 |
2023-04-01 | 48.222796043889890 |
2023-05-01 | 48.445019079841790 |
2023-06-01 | 48.652469198853800 |
2023-07-01 | 48.068881870196290 |
2023-08-01 | 48.143145432970100 |
2023-09-01 | 48.099721071176500 |
2023-10-01 | 48.277127664012500 |
2023-11-01 | 48.182402541358700 |
2023-12-01 | 47.936509564512400 |
2024-01-01 | 48.479258046189300 |
2024-02-01 | 48.599888602700900 |
2024-03-01 | 48.724212632658300 |
2024-04-01 | 48.713682227914894 |
2024-05-01 | 48.440104490539700 |
2024-06-01 | 48.928727360200700 |
2024-07-01 | 49.357882613414300 |
2024-08-01 | 48.942409672004500 |
2024-09-01 | 49.275536137154500 |
2024-10-01 | 48.984831039988900 |