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 2026-04-01 |
| Last Updated | 2026-05-26 2:50 PM 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 | 64.9834506918048 |
| 1990-02-01 | 65.6096499923698 |
| 1990-03-01 | 65.6581158923258 |
| 1990-04-01 | 66.6416433471381 |
| 1990-05-01 | 66.9043467496063 |
| 1990-06-01 | 66.5625233668963 |
| 1990-07-01 | 65.2232133881599 |
| 1990-08-01 | 65.5277197113729 |
| 1990-09-01 | 65.5779451237005 |
| 1990-10-01 | 64.8505811919067 |
| 1990-11-01 | 65.1065092395357 |
| 1990-12-01 | 64.8956162204005 |
| 1991-01-01 | 64.4644290030443 |
| 1991-02-01 | 64.0514333555513 |
| 1991-03-01 | 64.0593230880073 |
| 1991-04-01 | 62.3926953858850 |
| 1991-05-01 | 63.0230957311378 |
| 1991-06-01 | 63.0204661802554 |
| 1991-07-01 | 63.8550912972592 |
| 1991-08-01 | 64.3971149925163 |
| 1991-09-01 | 64.4228744859429 |
| 1991-10-01 | 63.1742906652975 |
| 1991-11-01 | 62.9648192598164 |
| 1991-12-01 | 63.0327086800548 |
| 1992-01-01 | 63.1901454503853 |
| 1992-02-01 | 62.9742087788002 |
| 1992-03-01 | 62.9916392619613 |
| 1992-04-01 | 62.9601136800763 |
| 1992-05-01 | 63.8463939301746 |
| 1992-06-01 | 63.8245117890874 |
| 1992-07-01 | 64.0947255714459 |
| 1992-08-01 | 64.0775905660315 |
| 1992-09-01 | 63.9104815166094 |
| 1992-10-01 | 64.7767507055906 |
| 1992-11-01 | 65.1310070610444 |
| 1992-12-01 | 65.8708208287916 |
| 1993-01-01 | 64.6426238031802 |
| 1993-02-01 | 65.2045516646405 |
| 1993-03-01 | 65.0111911964278 |
| 1993-04-01 | 66.2571164747483 |
| 1993-05-01 | 66.1270826069678 |
| 1993-06-01 | 66.8219453224089 |
| 1993-07-01 | 66.3615726636276 |
| 1993-08-01 | 66.7348613421302 |
| 1993-09-01 | 67.1925148725971 |
| 1993-10-01 | 68.1034954765661 |
| 1993-11-01 | 68.1817975258811 |
| 1993-12-01 | 68.7155759049435 |
| 1994-01-01 | 69.5645481840165 |
| 1994-02-01 | 69.7193134607994 |
| 1994-03-01 | 70.5486314630767 |
| 1994-04-01 | 70.3208687774193 |
| 1994-05-01 | 70.4176628297045 |
| 1994-06-01 | 70.4150364620200 |
| 1994-07-01 | 71.6297648782685 |
| 1994-08-01 | 71.6686493720370 |
| 1994-09-01 | 73.3378379607292 |
| 1994-10-01 | 72.5648358378646 |
| 1994-11-01 | 72.8697396865425 |
| 1994-12-01 | 73.2950113112164 |
| 1995-01-01 | 73.6089072835401 |
| 1995-02-01 | 73.6957615073203 |
| 1995-03-01 | 74.0980987669908 |
| 1995-04-01 | 74.4726052385504 |
| 1995-05-01 | 74.8540470730388 |
| 1995-06-01 | 75.4314694061728 |
| 1995-07-01 | 74.8960356022128 |
| 1995-08-01 | 75.8011768149311 |
| 1995-09-01 | 75.8368197605635 |
| 1995-10-01 | 76.1093784160519 |
| 1995-11-01 | 76.3711385533379 |
| 1995-12-01 | 78.0781475139024 |
| 1996-01-01 | 76.6383581810696 |
| 1996-02-01 | 77.7832922359224 |
| 1996-03-01 | 78.8023470830853 |
| 1996-04-01 | 77.8936341467569 |
| 1996-05-01 | 78.5097136769326 |
| 1996-06-01 | 78.5313011415803 |
| 1996-07-01 | 76.1302111063009 |
| 1996-08-01 | 76.8074983300106 |
| 1996-09-01 | 76.7090566270961 |
| 1996-10-01 | 78.8064326134670 |
| 1996-11-01 | 78.8211750820251 |
| 1996-12-01 | 78.9732113436218 |
| 1997-01-01 | 79.3934584953797 |
| 1997-02-01 | 79.6579383858960 |
| 1997-03-01 | 79.7516172923810 |
| 1997-04-01 | 79.8132971761518 |
| 1997-05-01 | 79.8082040237627 |
| 1997-06-01 | 80.0043021816371 |
| 1997-07-01 | 81.2094239092987 |
| 1997-08-01 | 81.2748905426699 |
| 1997-09-01 | 81.8851949404947 |
| 1997-10-01 | 82.2047379204240 |
| 1997-11-01 | 82.6519859750712 |
| 1997-12-01 | 83.0285923129637 |
| 1998-01-01 | 84.3696346268309 |
| 1998-02-01 | 84.2172784199908 |
| 1998-03-01 | 84.7603892070291 |
| 1998-04-01 | 86.6037216548256 |
| 1998-05-01 | 86.6914110275860 |
| 1998-06-01 | 86.9198630964434 |
| 1998-07-01 | 87.4476528206720 |
| 1998-08-01 | 87.7099918281122 |
| 1998-09-01 | 88.3109775596082 |
| 1998-10-01 | 88.1805784681201 |
| 1998-11-01 | 88.0030875451002 |
| 1998-12-01 | 88.1623371559340 |
| 1999-01-01 | 88.3689186483766 |
| 1999-02-01 | 89.4401575044072 |
| 1999-03-01 | 89.3741718272905 |
| 1999-04-01 | 87.9013951022565 |
| 1999-05-01 | 87.3699995940339 |
| 1999-06-01 | 87.7190262456470 |
| 1999-07-01 | 87.2986535884722 |
| 1999-08-01 | 87.5429124058993 |
| 1999-09-01 | 87.3951929080927 |
| 1999-10-01 | 87.1481652500567 |
| 1999-11-01 | 87.6651816214904 |
| 1999-12-01 | 86.9308377751940 |
| 2000-01-01 | 89.0355877710013 |
| 2000-02-01 | 90.0692301259918 |
| 2000-03-01 | 90.4215959776475 |
| 2000-04-01 | 91.1266218328817 |
| 2000-05-01 | 91.4616430819026 |
| 2000-06-01 | 91.6799705123198 |
| 2000-07-01 | 91.4482949890616 |
| 2000-08-01 | 90.7435830865679 |
| 2000-09-01 | 92.0116686098738 |
| 2000-10-01 | 91.8419723355227 |
| 2000-11-01 | 91.8653806862944 |
| 2000-12-01 | 91.7548879380786 |
| 2001-01-01 | 90.7954344220039 |
| 2001-02-01 | 90.0983028863210 |
| 2001-03-01 | 90.0163963751601 |
| 2001-04-01 | 89.3169328131218 |
| 2001-05-01 | 89.4274380424747 |
| 2001-06-01 | 89.4293640367407 |
| 2001-07-01 | 89.1747319050104 |
| 2001-08-01 | 88.8308180690318 |
| 2001-09-01 | 87.7648437694248 |
| 2001-10-01 | 87.0459895289000 |
| 2001-11-01 | 87.1812506664248 |
| 2001-12-01 | 87.3210422132703 |
| 2002-01-01 | 87.2059284486631 |
| 2002-02-01 | 87.7359813698471 |
| 2002-03-01 | 87.9365385115228 |
| 2002-04-01 | 87.5636468057366 |
| 2002-05-01 | 87.4954053509813 |
| 2002-06-01 | 87.0863188614864 |
| 2002-07-01 | 86.9770744906870 |
| 2002-08-01 | 86.6461199777197 |
| 2002-09-01 | 87.1010006116021 |
| 2002-10-01 | 85.5816902711713 |
| 2002-11-01 | 86.0547625903456 |
| 2002-12-01 | 85.5769635536053 |
| 2003-01-01 | 82.2241486719221 |
| 2003-02-01 | 81.2027912372051 |
| 2003-03-01 | 81.9332496104131 |
| 2003-04-01 | 82.8543566514955 |
| 2003-05-01 | 83.0325745980694 |
| 2003-06-01 | 83.1272479706547 |
| 2003-07-01 | 83.2422368586557 |
| 2003-08-01 | 83.4011106318188 |
| 2003-09-01 | 83.6743090671383 |
| 2003-10-01 | 83.8819581076598 |
| 2003-11-01 | 84.0949268435898 |
| 2003-12-01 | 84.5205304287437 |
| 2004-01-01 | 84.9569488594898 |
| 2004-02-01 | 84.7466274360214 |
| 2004-03-01 | 84.8329163522948 |
| 2004-04-01 | 85.4712177789423 |
| 2004-05-01 | 86.0873752853886 |
| 2004-06-01 | 86.7780971201573 |
| 2004-07-01 | 87.5069470398085 |
| 2004-08-01 | 88.2139938150806 |
| 2004-09-01 | 88.3028566186938 |
| 2004-10-01 | 89.4072730435861 |
| 2004-11-01 | 89.7665184853846 |
| 2004-12-01 | 90.9457306468137 |
| 2005-01-01 | 90.0893522686190 |
| 2005-02-01 | 90.4448086511851 |
| 2005-03-01 | 90.5784116991343 |
| 2005-04-01 | 91.5160566480665 |
| 2005-05-01 | 91.6657071269188 |
| 2005-06-01 | 91.9012256063492 |
| 2005-07-01 | 92.6333919292085 |
| 2005-08-01 | 92.4025723008348 |
| 2005-09-01 | 92.9127176191598 |
| 2005-10-01 | 93.2950993519714 |
| 2005-11-01 | 93.3777635078947 |
| 2005-12-01 | 93.4189942107343 |
| 2006-01-01 | 93.3165640690205 |
| 2006-02-01 | 93.2821177860580 |
| 2006-03-01 | 93.2119832933368 |
| 2006-04-01 | 92.8607846615295 |
| 2006-05-01 | 93.6333974861003 |
| 2006-06-01 | 93.8233463609127 |
| 2006-07-01 | 94.0522431229134 |
| 2006-08-01 | 94.6582501270807 |
| 2006-09-01 | 95.4873960196798 |
| 2006-10-01 | 96.4057421822491 |
| 2006-11-01 | 96.9734889127699 |
| 2006-12-01 | 97.4322009536361 |
| 2007-01-01 | 96.9607812816341 |
| 2007-02-01 | 97.3299216054318 |
| 2007-03-01 | 97.7207278604995 |
| 2007-04-01 | 97.4443850227520 |
| 2007-05-01 | 97.2380209685501 |
| 2007-06-01 | 98.2329680874058 |
| 2007-07-01 | 98.1431192773896 |
| 2007-08-01 | 98.2647807118000 |
| 2007-09-01 | 98.5451656897591 |
| 2007-10-01 | 98.1186830048707 |
| 2007-11-01 | 97.8972417084320 |
| 2007-12-01 | 98.3530022672570 |
| 2008-01-01 | 99.4335218669102 |
| 2008-02-01 | 99.7074871018401 |
| 2008-03-01 | 99.7285363570448 |
| 2008-04-01 | 99.4279432410524 |
| 2008-05-01 | 99.0609601083417 |
| 2008-06-01 | 99.2815296066116 |
| 2008-07-01 | 98.4778761701338 |
| 2008-08-01 | 98.4631771510385 |
| 2008-09-01 | 97.4438672846089 |
| 2008-10-01 | 97.2179609419676 |
| 2008-11-01 | 96.3449552682721 |
| 2008-12-01 | 95.7360729502166 |
| 2009-01-01 | 95.1631971433381 |
| 2009-02-01 | 94.4752804225920 |
| 2009-03-01 | 93.9967982863814 |
| 2009-04-01 | 92.2238765081679 |
| 2009-05-01 | 91.7421185864804 |
| 2009-06-01 | 91.1206515210685 |
| 2009-07-01 | 90.7919223380309 |
| 2009-08-01 | 90.4419197621198 |
| 2009-09-01 | 90.2574411069807 |
| 2009-10-01 | 90.2173421941347 |
| 2009-11-01 | 90.2701657923036 |
| 2009-12-01 | 90.6290051243033 |
| 2010-01-01 | 90.3547145286937 |
| 2010-02-01 | 90.0915111312406 |
| 2010-03-01 | 90.6292049396104 |
| 2010-04-01 | 91.5760052705424 |
| 2010-05-01 | 91.8187881247451 |
| 2010-06-01 | 92.0462757024917 |
| 2010-07-01 | 92.7750145303282 |
| 2010-08-01 | 92.9592762009639 |
| 2010-09-01 | 93.1447727527905 |
| 2010-10-01 | 93.1756907056145 |
| 2010-11-01 | 92.8369157122651 |
| 2010-12-01 | 93.6703696753271 |
| 2011-01-01 | 94.8815089955246 |
| 2011-02-01 | 95.3353051186848 |
| 2011-03-01 | 96.2418069489827 |
| 2011-04-01 | 96.4871591994313 |
| 2011-05-01 | 96.2660343251652 |
| 2011-06-01 | 95.7043769343756 |
| 2011-07-01 | 96.2191627822159 |
| 2011-08-01 | 96.1301315504176 |
| 2011-09-01 | 96.3816132708700 |
| 2011-10-01 | 96.1517135306970 |
| 2011-11-01 | 96.5123405961580 |
| 2011-12-01 | 95.3074486305456 |
| 2012-01-01 | 96.7484325327373 |
| 2012-02-01 | 97.4830256631510 |
| 2012-03-01 | 97.4801854388647 |
| 2012-04-01 | 98.0759009589873 |
| 2012-05-01 | 98.1753325040478 |
| 2012-06-01 | 99.1079684957817 |
| 2012-07-01 | 99.2466451901188 |
| 2012-08-01 | 99.7968068610254 |
| 2012-09-01 | 99.9028256051507 |
| 2012-10-01 | 99.6122534923712 |
| 2012-11-01 | 97.9556867517488 |
| 2012-12-01 | 98.2976410786143 |
| 2013-01-01 | 99.3327876772301 |
| 2013-02-01 | 99.5942499430918 |
| 2013-03-01 | 100.1928924505040 |
| 2013-04-01 | 98.8885374861729 |
| 2013-05-01 | 98.8095603797229 |
| 2013-06-01 | 98.9404465398289 |
| 2013-07-01 | 99.7691515122464 |
| 2013-08-01 | 100.7035417572340 |
| 2013-09-01 | 99.9361199378477 |
| 2013-10-01 | 99.5117891607130 |
| 2013-11-01 | 102.7101651936690 |
| 2013-12-01 | 102.2214148179460 |
| 2014-01-01 | 101.4390126862960 |
| 2014-02-01 | 100.0176259912240 |
| 2014-03-01 | 100.6816735489510 |
| 2014-04-01 | 101.4749858376300 |
| 2014-05-01 | 102.2881776525150 |
| 2014-06-01 | 102.2622791303420 |
| 2014-07-01 | 101.8977219620900 |
| 2014-08-01 | 101.8266150569880 |
| 2014-09-01 | 101.5993892629920 |
| 2014-10-01 | 102.1699634926090 |
| 2014-11-01 | 105.2471052697750 |
| 2014-12-01 | 105.8110798292030 |
| 2015-01-01 | 105.6368351705320 |
| 2015-02-01 | 104.7228630769050 |
| 2015-03-01 | 105.4760371696500 |
| 2015-04-01 | 106.6741951560350 |
| 2015-05-01 | 107.9183819366710 |
| 2015-06-01 | 108.4847932499630 |
| 2015-07-01 | 108.5979811766710 |
| 2015-08-01 | 108.8847670104050 |
| 2015-09-01 | 110.3170310029870 |
| 2015-10-01 | 112.0957086611250 |
| 2015-11-01 | 114.4046227836790 |
| 2015-12-01 | 115.4101557258170 |
| 2016-01-01 | 112.2639933527780 |
| 2016-02-01 | 111.9079047934160 |
| 2016-03-01 | 111.8615614659810 |
| 2016-04-01 | 112.3572720972420 |
| 2016-05-01 | 111.6298120791430 |
| 2016-06-01 | 111.1412527220230 |
| 2016-07-01 | 111.2338632355240 |
| 2016-08-01 | 111.2946714439350 |
| 2016-09-01 | 112.6862202891700 |
| 2016-10-01 | 112.9952615027910 |
| 2016-11-01 | 113.4788891337220 |
| 2016-12-01 | 116.1288605396630 |
| 2017-01-01 | 112.9769297864980 |
| 2017-02-01 | 114.2901365730550 |
| 2017-03-01 | 114.3455476306850 |
| 2017-04-01 | 113.7270936930500 |
| 2017-05-01 | 114.2046057777210 |
| 2017-06-01 | 114.9597020418370 |
| 2017-07-01 | 114.4119899329010 |
| 2017-08-01 | 114.3383761947580 |
| 2017-09-01 | 114.8027700848990 |
| 2017-10-01 | 113.9622085520780 |
| 2017-11-01 | 114.1976978838910 |
| 2017-12-01 | 115.1874768110090 |
| 2018-01-01 | 115.1667764920370 |
| 2018-02-01 | 115.7812267108400 |
| 2018-03-01 | 115.8131441966590 |
| 2018-04-01 | 115.5495379096060 |
| 2018-05-01 | 116.2154219731650 |
| 2018-06-01 | 116.5073797234650 |
| 2018-07-01 | 116.6202280647370 |
| 2018-08-01 | 117.1034995485540 |
| 2018-09-01 | 116.3346950806210 |
| 2018-10-01 | 117.1022242409020 |
| 2018-11-01 | 117.3363734685640 |
| 2018-12-01 | 116.6958988936820 |
| 2019-01-01 | 116.0923973399920 |
| 2019-02-01 | 116.8921419630340 |
| 2019-03-01 | 117.0091628199890 |
| 2019-04-01 | 117.3580504794790 |
| 2019-05-01 | 117.3615242358090 |
| 2019-06-01 | 117.8910001439700 |
| 2019-07-01 | 118.2511915052980 |
| 2019-08-01 | 118.6083018644490 |
| 2019-09-01 | 119.0649979852330 |
| 2019-10-01 | 119.0304796467540 |
| 2019-11-01 | 120.1890320467050 |
| 2019-12-01 | 119.0184545556470 |
| 2020-01-01 | 118.9157235229540 |
| 2020-02-01 | 118.4566030605370 |
| 2020-03-01 | 118.2143359999110 |
| 2020-04-01 | 111.7264923859360 |
| 2020-05-01 | 111.8888212904620 |
| 2020-06-01 | 111.3924247631290 |
| 2020-07-01 | 111.7496399783660 |
| 2020-08-01 | 111.7055191559190 |
| 2020-09-01 | 111.3634115956430 |
| 2020-10-01 | 112.9953736363170 |
| 2020-11-01 | 112.2867718764940 |
| 2020-12-01 | 113.2511477343770 |
| 2021-01-01 | 114.2537619406140 |
| 2021-02-01 | 114.5933044658140 |
| 2021-03-01 | 115.6966800372540 |
| 2021-04-01 | 116.0205454764310 |
| 2021-05-01 | 116.1612953144360 |
| 2021-06-01 | 116.7504815259640 |
| 2021-07-01 | 117.9121686758170 |
| 2021-08-01 | 118.4491025438720 |
| 2021-09-01 | 119.3114006925700 |
| 2021-10-01 | 121.4753336787010 |
| 2021-11-01 | 121.4998672035080 |
| 2021-12-01 | 122.1389384619460 |
| 2022-01-01 | 121.9897376070450 |
| 2022-02-01 | 123.8309768217450 |
| 2022-03-01 | 123.4513970451700 |
| 2022-04-01 | 123.9644812343640 |
| 2022-05-01 | 122.8560925664220 |
| 2022-06-01 | 123.0058011887750 |
| 2022-07-01 | 124.2592697187880 |
| 2022-08-01 | 124.3588942474370 |
| 2022-09-01 | 124.1774983594200 |
| 2022-10-01 | 123.4582413655940 |
| 2022-11-01 | 121.8885190226450 |
| 2022-12-01 | 122.5058214609880 |
| 2023-01-01 | 123.3492516261120 |
| 2023-02-01 | 123.0298533196040 |
| 2023-03-01 | 122.6847195354490 |
| 2023-04-01 | 122.7089493711950 |
| 2023-05-01 | 122.7575246003410 |
| 2023-06-01 | 123.2434114930640 |
| 2023-07-01 | 122.4936545685500 |
| 2023-08-01 | 122.5884173416430 |
| 2023-09-01 | 123.0699427834280 |
| 2023-10-01 | 122.4171070798220 |
| 2023-11-01 | 122.6362105638480 |
| 2023-12-01 | 123.5288038832210 |
| 2024-01-01 | 124.3291988601590 |
| 2024-02-01 | 124.6909229619980 |
| 2024-03-01 | 125.1056989516860 |
| 2024-04-01 | 124.8117574727090 |
| 2024-05-01 | 125.1522354143220 |
| 2024-06-01 | 125.2582993793380 |
| 2024-07-01 | 124.8598924554920 |
| 2024-08-01 | 124.7339969117180 |
| 2024-09-01 | 124.6698717249120 |
| 2024-10-01 | 125.2446842328850 |
| 2024-11-01 | 124.6656099625810 |
| 2024-12-01 | 124.0365753737830 |
| 2025-01-01 | 125.2195791753610 |
| 2025-02-01 | 125.4773952004820 |
| 2025-03-01 | 125.8552470108460 |
| 2025-04-01 | 125.7473179960320 |
| 2025-05-01 | 126.0771851075200 |
| 2025-06-01 | 125.5330102325980 |
| 2025-07-01 | 125.7394955662580 |
| 2025-08-01 | 125.6973362474690 |
| 2025-09-01 | 125.4441969633900 |
| 2025-10-01 | 124.6894160414650 |
| 2025-11-01 | 125.1327593792300 |
| 2025-12-01 | 124.5791441291850 |
| 2026-01-01 | 123.8671150603930 |
| 2026-02-01 | 123.3376989688720 |
| 2026-03-01 | 123.0541714457960 |
| 2026-04-01 | 123.8157822631930 |