Federal Reserve Economic Data

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

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