Table Data - All Employees: Professional and Business Services in Richmond, VA (MSA)
| Title | All Employees: Professional and Business Services in Richmond, VA (MSA) |
|---|---|
| Series ID | RICH051PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 7:12 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 | 65.086553550711500 |
| 1990-02-01 | 65.677133486584610 |
| 1990-03-01 | 65.720268498271000 |
| 1990-04-01 | 66.726246936371200 |
| 1990-05-01 | 66.996286051312510 |
| 1990-06-01 | 66.658285364981300 |
| 1990-07-01 | 65.322701450061900 |
| 1990-08-01 | 65.721723787225400 |
| 1990-09-01 | 65.696659785316710 |
| 1990-10-01 | 64.934052343911100 |
| 1990-11-01 | 65.195301523275300 |
| 1990-12-01 | 65.013397309894400 |
| 1991-01-01 | 64.458203284455790 |
| 1991-02-01 | 64.012846599766290 |
| 1991-03-01 | 64.019321115038990 |
| 1991-04-01 | 62.377232811279110 |
| 1991-05-01 | 63.011755630466006 |
| 1991-06-01 | 63.011252096398790 |
| 1991-07-01 | 63.862656141922800 |
| 1991-08-01 | 64.497066885022600 |
| 1991-09-01 | 64.432365259930890 |
| 1991-10-01 | 63.171176641056900 |
| 1991-11-01 | 62.966143289322990 |
| 1991-12-01 | 63.064199266508890 |
| 1992-01-01 | 63.174166360278400 |
| 1992-02-01 | 63.030530269495200 |
| 1992-03-01 | 63.046066171695500 |
| 1992-04-01 | 63.035065678876290 |
| 1992-05-01 | 63.921329660780710 |
| 1992-06-01 | 63.900582414696500 |
| 1992-07-01 | 64.210053754676300 |
| 1992-08-01 | 64.185556153570300 |
| 1992-09-01 | 64.019495514487900 |
| 1992-10-01 | 64.990659034235000 |
| 1992-11-01 | 65.355121658280200 |
| 1992-12-01 | 66.030824479765200 |
| 1993-01-01 | 64.818045839065190 |
| 1993-02-01 | 65.360608002161100 |
| 1993-03-01 | 65.037973127543400 |
| 1993-04-01 | 66.315673605206500 |
| 1993-05-01 | 66.172367643964600 |
| 1993-06-01 | 66.844199577119600 |
| 1993-07-01 | 66.488419285540500 |
| 1993-08-01 | 66.898275305562700 |
| 1993-09-01 | 67.312742583456200 |
| 1993-10-01 | 68.233292655448300 |
| 1993-11-01 | 68.343174218829600 |
| 1993-12-01 | 68.907508711676000 |
| 1994-01-01 | 69.826070272977000 |
| 1994-02-01 | 69.973502133417900 |
| 1994-03-01 | 70.637000294534200 |
| 1994-04-01 | 70.448595226080580 |
| 1994-05-01 | 70.528363938020290 |
| 1994-06-01 | 70.474294450328090 |
| 1994-07-01 | 71.767424827201990 |
| 1994-08-01 | 71.990459407249790 |
| 1994-09-01 | 73.489477237736790 |
| 1994-10-01 | 72.811653217588800 |
| 1994-11-01 | 73.172647061354710 |
| 1994-12-01 | 73.515703323702710 |
| 1995-01-01 | 73.854132459984500 |
| 1995-02-01 | 73.955227625985800 |
| 1995-03-01 | 74.260708341730100 |
| 1995-04-01 | 74.648309706829410 |
| 1995-05-01 | 75.036089405793090 |
| 1995-06-01 | 75.526348625625800 |
| 1995-07-01 | 75.243776136408700 |
| 1995-08-01 | 76.378757828936090 |
| 1995-09-01 | 76.113793021721790 |
| 1995-10-01 | 76.469956735558600 |
| 1995-11-01 | 76.700547219471200 |
| 1995-12-01 | 78.312926525784800 |
| 1996-01-01 | 76.873829639499090 |
| 1996-02-01 | 78.050548349105800 |
| 1996-03-01 | 78.960224756774600 |
| 1996-04-01 | 78.115494385066090 |
| 1996-05-01 | 78.780336683959500 |
| 1996-06-01 | 78.716868789131000 |
| 1996-07-01 | 76.578581002319500 |
| 1996-08-01 | 77.371699471549090 |
| 1996-09-01 | 77.013735646889590 |
| 1996-10-01 | 79.072132160231900 |
| 1996-11-01 | 79.250477735042500 |
| 1996-12-01 | 79.401965180151790 |
| 1997-01-01 | 79.628900100402590 |
| 1997-02-01 | 79.944034348111300 |
| 1997-03-01 | 79.823857520172500 |
| 1997-04-01 | 79.912654587264910 |
| 1997-05-01 | 79.786760183492700 |
| 1997-06-01 | 79.904750279589100 |
| 1997-07-01 | 81.454980681754210 |
| 1997-08-01 | 81.830788088727200 |
| 1997-09-01 | 82.308368670191800 |
| 1997-10-01 | 82.556467672391210 |
| 1997-11-01 | 83.060466035262410 |
| 1997-12-01 | 83.344367458212590 |
| 1998-01-01 | 84.611124777240590 |
| 1998-02-01 | 84.407759769237000 |
| 1998-03-01 | 84.856385847779300 |
| 1998-04-01 | 86.603743026282710 |
| 1998-05-01 | 86.787277868370400 |
| 1998-06-01 | 86.961683344105210 |
| 1998-07-01 | 87.686831831481500 |
| 1998-08-01 | 88.096998533181400 |
| 1998-09-01 | 88.636662096348910 |
| 1998-10-01 | 88.433726297510420 |
| 1998-11-01 | 88.279936114537500 |
| 1998-12-01 | 88.364509168827920 |
| 1999-01-01 | 88.614757065323900 |
| 1999-02-01 | 89.731078489354910 |
| 1999-03-01 | 89.506093682243100 |
| 1999-04-01 | 88.130534934928490 |
| 1999-05-01 | 87.696667964205490 |
| 1999-06-01 | 87.912646821946700 |
| 1999-07-01 | 87.628869026731300 |
| 1999-08-01 | 87.940479012125500 |
| 1999-09-01 | 87.788368868265920 |
| 1999-10-01 | 87.630240084975580 |
| 1999-11-01 | 88.109714554496800 |
| 1999-12-01 | 87.414938573703810 |
| 2000-01-01 | 89.383819927343010 |
| 2000-02-01 | 90.452260271682300 |
| 2000-03-01 | 90.770936451539710 |
| 2000-04-01 | 91.401951800991210 |
| 2000-05-01 | 91.912143812783700 |
| 2000-06-01 | 92.112106128104800 |
| 2000-07-01 | 91.871209693624590 |
| 2000-08-01 | 91.157386591655510 |
| 2000-09-01 | 92.483637181945710 |
| 2000-10-01 | 92.466046705091090 |
| 2000-11-01 | 92.400480956325210 |
| 2000-12-01 | 92.234393350077400 |
| 2001-01-01 | 91.142954989023920 |
| 2001-02-01 | 90.480550936476700 |
| 2001-03-01 | 90.437423580974910 |
| 2001-04-01 | 89.652709151463910 |
| 2001-05-01 | 89.799393976706700 |
| 2001-06-01 | 89.854318145099300 |
| 2001-07-01 | 89.589489283815000 |
| 2001-08-01 | 89.229086099896400 |
| 2001-09-01 | 88.214596994184800 |
| 2001-10-01 | 87.489385532073000 |
| 2001-11-01 | 87.517102528455600 |
| 2001-12-01 | 87.685150073398800 |
| 2002-01-01 | 87.663547294261390 |
| 2002-02-01 | 88.219248671923700 |
| 2002-03-01 | 88.205475570480900 |
| 2002-04-01 | 88.044275687358590 |
| 2002-05-01 | 87.888387101328000 |
| 2002-06-01 | 87.505365538449600 |
| 2002-07-01 | 87.388470776317400 |
| 2002-08-01 | 87.045411491894800 |
| 2002-09-01 | 87.533626238887010 |
| 2002-10-01 | 86.231672988437200 |
| 2002-11-01 | 86.498786570328720 |
| 2002-12-01 | 86.130956576643910 |
| 2003-01-01 | 82.691790945680100 |
| 2003-02-01 | 81.691751822970000 |
| 2003-03-01 | 82.270055753842200 |
| 2003-04-01 | 83.256075660273200 |
| 2003-05-01 | 83.444249832457090 |
| 2003-06-01 | 83.555799010210700 |
| 2003-07-01 | 83.652550871378900 |
| 2003-08-01 | 83.804615314001990 |
| 2003-09-01 | 84.093289607102010 |
| 2003-10-01 | 84.419908034390700 |
| 2003-11-01 | 84.436291103893410 |
| 2003-12-01 | 84.859317052403100 |
| 2004-01-01 | 85.332482109716210 |
| 2004-02-01 | 85.145784826236800 |
| 2004-03-01 | 85.042079346705590 |
| 2004-04-01 | 85.886030459899800 |
| 2004-05-01 | 86.510762035735580 |
| 2004-06-01 | 87.324875863693900 |
| 2004-07-01 | 88.018692294140590 |
| 2004-08-01 | 88.727455214027500 |
| 2004-09-01 | 88.910834363191910 |
| 2004-10-01 | 90.103111832900080 |
| 2004-11-01 | 90.308077129428200 |
| 2004-12-01 | 91.371715914337400 |
| 2005-01-01 | 90.476046169456010 |
| 2005-02-01 | 90.854178185869600 |
| 2005-03-01 | 90.889734592925490 |
| 2005-04-01 | 92.043045116485800 |
| 2005-05-01 | 92.193513794057600 |
| 2005-06-01 | 92.372310224750990 |
| 2005-07-01 | 93.146710191977700 |
| 2005-08-01 | 92.920656226187490 |
| 2005-09-01 | 93.410084247840500 |
| 2005-10-01 | 93.840063865190700 |
| 2005-11-01 | 93.912432708375800 |
| 2005-12-01 | 93.926166054150700 |
| 2006-01-01 | 93.818577962879200 |
| 2006-02-01 | 93.802878706638000 |
| 2006-03-01 | 93.756482330391300 |
| 2006-04-01 | 93.493379239398410 |
| 2006-05-01 | 94.156568516849590 |
| 2006-06-01 | 94.322312620207000 |
| 2006-07-01 | 94.558303367253090 |
| 2006-08-01 | 95.179118475430200 |
| 2006-09-01 | 95.978535292087000 |
| 2006-10-01 | 97.005951954147920 |
| 2006-11-01 | 97.507681102948910 |
| 2006-12-01 | 97.919741246070600 |
| 2007-01-01 | 97.465528214766010 |
| 2007-02-01 | 97.843694892182100 |
| 2007-03-01 | 98.122912850528690 |
| 2007-04-01 | 98.073512748859100 |
| 2007-05-01 | 97.757537667446200 |
| 2007-06-01 | 98.755780361817500 |
| 2007-07-01 | 98.630162164294920 |
| 2007-08-01 | 98.785065817351210 |
| 2007-09-01 | 99.136547282972500 |
| 2007-10-01 | 98.692046437915410 |
| 2007-11-01 | 98.568225539461000 |
| 2007-12-01 | 98.888485117665710 |
| 2008-01-01 | 99.932775156190700 |
| 2008-02-01 | 100.208237442024000 |
| 2008-03-01 | 100.092271162943000 |
| 2008-04-01 | 99.939724019026910 |
| 2008-05-01 | 99.583292742905780 |
| 2008-06-01 | 99.815479690712580 |
| 2008-07-01 | 99.046779877680000 |
| 2008-08-01 | 99.092536387431080 |
| 2008-09-01 | 98.051831228003100 |
| 2008-10-01 | 97.784089578167600 |
| 2008-11-01 | 96.964712184839210 |
| 2008-12-01 | 96.095282309012420 |
| 2009-01-01 | 95.659160574638200 |
| 2009-02-01 | 94.954273344161210 |
| 2009-03-01 | 94.400452194210800 |
| 2009-04-01 | 92.616413326556210 |
| 2009-05-01 | 92.268715090150410 |
| 2009-06-01 | 91.552296554010700 |
| 2009-07-01 | 91.255963354218010 |
| 2009-08-01 | 90.895213262469500 |
| 2009-09-01 | 90.694571483256580 |
| 2009-10-01 | 90.604849885240710 |
| 2009-11-01 | 90.839850270481100 |
| 2009-12-01 | 90.983773817838100 |
| 2010-01-01 | 90.850024366256600 |
| 2010-02-01 | 90.650273726727500 |
| 2010-03-01 | 91.015805318889600 |
| 2010-04-01 | 92.053688518090600 |
| 2010-05-01 | 92.244230935072300 |
| 2010-06-01 | 92.486361017338410 |
| 2010-07-01 | 93.368516760751800 |
| 2010-08-01 | 93.411822920049700 |
| 2010-09-01 | 93.660049991728210 |
| 2010-10-01 | 93.758281993465290 |
| 2010-11-01 | 93.534619489469590 |
| 2010-12-01 | 93.658618557053800 |
| 2011-01-01 | 95.120637097907790 |
| 2011-02-01 | 95.603652367069300 |
| 2011-03-01 | 96.381922459503000 |
| 2011-04-01 | 96.740946356725710 |
| 2011-05-01 | 96.489498904337010 |
| 2011-06-01 | 96.164421190453580 |
| 2011-07-01 | 96.658813781875990 |
| 2011-08-01 | 96.489567706067790 |
| 2011-09-01 | 96.891360363259790 |
| 2011-10-01 | 96.774478176949710 |
| 2011-11-01 | 97.134319390042590 |
| 2011-12-01 | 94.995789494346300 |
| 2012-01-01 | 96.897991017727210 |
| 2012-02-01 | 97.881848815757510 |
| 2012-03-01 | 97.670017019488600 |
| 2012-04-01 | 98.321929745965400 |
| 2012-05-01 | 98.512059677712710 |
| 2012-06-01 | 99.492051274210080 |
| 2012-07-01 | 99.759727259590200 |
| 2012-08-01 | 100.142896168328000 |
| 2012-09-01 | 100.599832808988000 |
| 2012-10-01 | 100.335166130337020 |
| 2012-11-01 | 98.371564229404600 |
| 2012-12-01 | 97.797383375295200 |
| 2013-01-01 | 99.311556934564920 |
| 2013-02-01 | 100.050645157132000 |
| 2013-03-01 | 100.359182714962000 |
| 2013-04-01 | 99.237280049770700 |
| 2013-05-01 | 99.265545279419100 |
| 2013-06-01 | 99.337352463669420 |
| 2013-07-01 | 100.224401827932000 |
| 2013-08-01 | 101.067366039955000 |
| 2013-09-01 | 100.538855973449000 |
| 2013-10-01 | 100.141744998778000 |
| 2013-11-01 | 103.324958849484000 |
| 2013-12-01 | 101.490580154135000 |
| 2014-01-01 | 101.503965677703000 |
| 2014-02-01 | 100.410547196429010 |
| 2014-03-01 | 100.858676663974000 |
| 2014-04-01 | 101.755910343719010 |
| 2014-05-01 | 102.669867206094000 |
| 2014-06-01 | 102.673752083507000 |
| 2014-07-01 | 102.377061987074000 |
| 2014-08-01 | 102.070530397360000 |
| 2014-09-01 | 102.165715347225000 |
| 2014-10-01 | 102.738021853083990 |
| 2014-11-01 | 105.837058271887000 |
| 2014-12-01 | 105.252699631376980 |
| 2015-01-01 | 105.726355085889000 |
| 2015-02-01 | 105.169585099167990 |
| 2015-03-01 | 105.706202756152000 |
| 2015-04-01 | 106.874356670897000 |
| 2015-05-01 | 108.224768670739990 |
| 2015-06-01 | 108.994723301730000 |
| 2015-07-01 | 109.052464931755010 |
| 2015-08-01 | 109.361875371313000 |
| 2015-09-01 | 110.788973112742000 |
| 2015-10-01 | 112.754133337218000 |
| 2015-11-01 | 115.092245703080010 |
| 2015-12-01 | 114.879373806590010 |
| 2016-01-01 | 112.493519732091000 |
| 2016-02-01 | 112.383810307823010 |
| 2016-03-01 | 112.305603516229000 |
| 2016-04-01 | 112.868151659186000 |
| 2016-05-01 | 112.142799059348000 |
| 2016-06-01 | 111.716744945224000 |
| 2016-07-01 | 111.766163425965000 |
| 2016-08-01 | 111.783275422453000 |
| 2016-09-01 | 113.245418088904000 |
| 2016-10-01 | 113.474043070662000 |
| 2016-11-01 | 113.935625469866010 |
| 2016-12-01 | 115.905189876943000 |
| 2017-01-01 | 113.280264846488000 |
| 2017-02-01 | 114.890387739989000 |
| 2017-03-01 | 114.994381387722000 |
| 2017-04-01 | 114.222086439936000 |
| 2017-05-01 | 114.684907942462000 |
| 2017-06-01 | 115.280847621121010 |
| 2017-07-01 | 114.907712462299000 |
| 2017-08-01 | 114.771686861297000 |
| 2017-09-01 | 115.079027502805000 |
| 2017-10-01 | 114.096302010879000 |
| 2017-11-01 | 114.636988604370000 |
| 2017-12-01 | 115.209880425413000 |
| 2018-01-01 | 115.390078888467000 |
| 2018-02-01 | 116.373942788481000 |
| 2018-03-01 | 116.330321568517000 |
| 2018-04-01 | 115.914606019218010 |
| 2018-05-01 | 116.437522653369000 |
| 2018-06-01 | 116.784754103526990 |
| 2018-07-01 | 117.104748322903000 |
| 2018-08-01 | 117.622399936358000 |
| 2018-09-01 | 116.621463739640000 |
| 2018-10-01 | 117.951621613717990 |
| 2018-11-01 | 118.633904392408010 |
| 2018-12-01 | 117.542021720468000 |
| 2019-01-01 | 117.594821027942000 |
| 2019-02-01 | 117.361948987351000 |
| 2019-03-01 | 117.532624454409000 |
| 2019-04-01 | 118.606269195480010 |
| 2019-05-01 | 118.643086956036000 |
| 2019-06-01 | 119.112537222219000 |
| 2019-07-01 | 118.792938258739000 |
| 2019-08-01 | 119.239172370226000 |
| 2019-09-01 | 119.494349999137000 |
| 2019-10-01 | 119.178986393327010 |
| 2019-11-01 | 120.760048913397000 |
| 2019-12-01 | 119.432455694034000 |
| 2020-01-01 | 120.458211621303010 |
| 2020-02-01 | 118.877666976488000 |
| 2020-03-01 | 118.919579385042000 |
| 2020-04-01 | 112.042069584210000 |
| 2020-05-01 | 112.359268692205000 |
| 2020-06-01 | 111.662231773943000 |
| 2020-07-01 | 112.157995757379000 |
| 2020-08-01 | 112.220740913924000 |
| 2020-09-01 | 111.831040562175000 |
| 2020-10-01 | 113.126804899057000 |
| 2020-11-01 | 112.946423229923000 |
| 2020-12-01 | 113.783443939142000 |
| 2021-01-01 | 114.949833426133990 |
| 2021-02-01 | 115.123444353965000 |
| 2021-03-01 | 116.235651873743000 |
| 2021-04-01 | 116.473719842203010 |
| 2021-05-01 | 116.681332477085990 |
| 2021-06-01 | 117.054653255734990 |
| 2021-07-01 | 118.335930077469000 |
| 2021-08-01 | 119.077344895979990 |
| 2021-09-01 | 119.868691766970000 |
| 2021-10-01 | 121.687963736469000 |
| 2021-11-01 | 122.477315338895000 |
| 2021-12-01 | 122.642649029394000 |
| 2022-01-01 | 122.775270578017000 |
| 2022-02-01 | 124.158721967171000 |
| 2022-03-01 | 123.893828541946000 |
| 2022-04-01 | 124.214061014226000 |
| 2022-05-01 | 124.066730741573010 |
| 2022-06-01 | 123.348236143645000 |
| 2022-07-01 | 125.292174338171010 |
| 2022-08-01 | 124.898086631417000 |
| 2022-09-01 | 124.598717108568000 |
| 2022-10-01 | 123.588078275348000 |
| 2022-11-01 | 123.570440854615000 |
| 2022-12-01 | 123.770213916674010 |
| 2023-01-01 | 124.653746261073000 |
| 2023-02-01 | 124.104941539676000 |
| 2023-03-01 | 123.889737346910990 |
| 2023-04-01 | 123.692617212996990 |
| 2023-05-01 | 124.395318410729000 |
| 2023-06-01 | 123.551410427551000 |
| 2023-07-01 | 122.063593174099010 |
| 2023-08-01 | 122.655305763972000 |
| 2023-09-01 | 123.112165910826000 |
| 2023-10-01 | 122.813155128876990 |
| 2023-11-01 | 122.654699263984000 |
| 2023-12-01 | 121.109205783066000 |
| 2024-01-01 | 122.849521959996000 |
| 2024-02-01 | 123.729370521137010 |
| 2024-03-01 | 125.351506352006000 |
| 2024-04-01 | 124.732179948332000 |
| 2024-05-01 | 124.399134099009980 |
| 2024-06-01 | 124.760933561106000 |
| 2024-07-01 | 124.713210820704000 |
| 2024-08-01 | 124.335938695447010 |
| 2024-09-01 | 124.361364117293000 |
| 2024-10-01 | 123.888521617085000 |
| 2024-11-01 | 123.347474181637000 |
