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 2026-06-01 |
| Last Updated | 2026-07-22 9:32 AM 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 | 64.9834517453242 |
| 1990-02-01 | 65.6096510956145 |
| 1990-03-01 | 65.6581058029801 |
| 1990-04-01 | 66.6416416656974 |
| 1990-05-01 | 66.9043444506067 |
| 1990-06-01 | 66.5625207448821 |
| 1990-07-01 | 65.2232148666048 |
| 1990-08-01 | 65.5277143543259 |
| 1990-09-01 | 65.5779489850246 |
| 1990-10-01 | 64.8505840222663 |
| 1990-11-01 | 65.1065127674873 |
| 1990-12-01 | 64.8956249856310 |
| 1991-01-01 | 64.4644317242503 |
| 1991-02-01 | 64.0514348544585 |
| 1991-03-01 | 64.0593102400033 |
| 1991-04-01 | 62.3926931942560 |
| 1991-05-01 | 63.0230941849425 |
| 1991-06-01 | 63.0204534161004 |
| 1991-07-01 | 63.8550962245037 |
| 1991-08-01 | 64.3971143592065 |
| 1991-09-01 | 64.4228800999882 |
| 1991-10-01 | 63.1742963976499 |
| 1991-11-01 | 62.9648259094654 |
| 1991-12-01 | 63.0327195536449 |
| 1992-01-01 | 63.1901498231995 |
| 1992-02-01 | 62.9742091481116 |
| 1992-03-01 | 62.9916201713245 |
| 1992-04-01 | 62.9601053530972 |
| 1992-05-01 | 63.8463871577727 |
| 1992-06-01 | 63.8244845323581 |
| 1992-07-01 | 64.0947407910478 |
| 1992-08-01 | 64.0775968706483 |
| 1992-09-01 | 63.9104931070785 |
| 1992-10-01 | 64.7767638400546 |
| 1992-11-01 | 65.1310199043837 |
| 1992-12-01 | 65.8708367375317 |
| 1993-01-01 | 64.6426323553874 |
| 1993-02-01 | 65.2045510337731 |
| 1993-03-01 | 65.0111541846419 |
| 1993-04-01 | 66.2570994142623 |
| 1993-05-01 | 66.1270602105794 |
| 1993-06-01 | 66.8218777547023 |
| 1993-07-01 | 66.3616241646125 |
| 1993-08-01 | 66.7348885901264 |
| 1993-09-01 | 67.1925332380171 |
| 1993-10-01 | 68.1035213881169 |
| 1993-11-01 | 68.1818193956838 |
| 1993-12-01 | 68.7155958059415 |
| 1994-01-01 | 69.5645579576755 |
| 1994-02-01 | 69.7193092789051 |
| 1994-03-01 | 70.5485683303472 |
| 1994-04-01 | 70.3208372583253 |
| 1994-05-01 | 70.4176175502423 |
| 1994-06-01 | 70.4149344950450 |
| 1994-07-01 | 71.6298577234152 |
| 1994-08-01 | 71.6687011588782 |
| 1994-09-01 | 73.3378681066104 |
| 1994-10-01 | 72.5648772543347 |
| 1994-11-01 | 72.8697713023777 |
| 1994-12-01 | 73.2950331053535 |
| 1995-01-01 | 73.6089190833894 |
| 1995-02-01 | 73.6957503889325 |
| 1995-03-01 | 74.0980128421973 |
| 1995-04-01 | 74.4725544398258 |
| 1995-05-01 | 74.8539819423990 |
| 1995-06-01 | 75.4313326704016 |
| 1995-07-01 | 74.8961659201111 |
| 1995-08-01 | 75.8012551558714 |
| 1995-09-01 | 75.8368589843377 |
| 1995-10-01 | 76.1094327740788 |
| 1995-11-01 | 76.3711770491793 |
| 1995-12-01 | 78.0781688103007 |
| 1996-01-01 | 76.6383705286080 |
| 1996-02-01 | 77.7832676436925 |
| 1996-03-01 | 78.8022431135511 |
| 1996-04-01 | 77.8935688428927 |
| 1996-05-01 | 78.5096407813343 |
| 1996-06-01 | 78.5311726266370 |
| 1996-07-01 | 76.1303450467816 |
| 1996-08-01 | 76.8075819956028 |
| 1996-09-01 | 76.7091013958786 |
| 1996-10-01 | 78.8064879006077 |
| 1996-11-01 | 78.8212086342796 |
| 1996-12-01 | 78.9732458491939 |
| 1997-01-01 | 79.3934701416579 |
| 1997-02-01 | 79.6579029858520 |
| 1997-03-01 | 79.7515076617187 |
| 1997-04-01 | 79.8132292246670 |
| 1997-05-01 | 79.8081334200549 |
| 1997-06-01 | 80.0041876624694 |
| 1997-07-01 | 81.2095526432156 |
| 1997-08-01 | 81.2749778497139 |
| 1997-09-01 | 81.8852410825662 |
| 1997-10-01 | 82.2047959230506 |
| 1997-11-01 | 82.6520223999494 |
| 1997-12-01 | 83.0286499986092 |
| 1998-01-01 | 84.3696397084580 |
| 1998-02-01 | 84.2172224408874 |
| 1998-03-01 | 84.7602670847781 |
| 1998-04-01 | 86.6036450617209 |
| 1998-05-01 | 86.6913431993503 |
| 1998-06-01 | 86.9197793939518 |
| 1998-07-01 | 87.4477398859268 |
| 1998-08-01 | 87.7100760970238 |
| 1998-09-01 | 88.3110526084031 |
| 1998-10-01 | 88.1806192023235 |
| 1998-11-01 | 88.0031671941001 |
| 1998-12-01 | 88.1624441961697 |
| 1999-01-01 | 88.3689119560147 |
| 1999-02-01 | 89.4400607703023 |
| 1999-03-01 | 89.3740227726820 |
| 1999-04-01 | 87.9012952139388 |
| 1999-05-01 | 87.3699270967175 |
| 1999-06-01 | 87.7189499278768 |
| 1999-07-01 | 87.2986894135133 |
| 1999-08-01 | 87.5430123405799 |
| 1999-09-01 | 87.3952737350131 |
| 1999-10-01 | 87.1481931693869 |
| 1999-11-01 | 87.6654057516956 |
| 1999-12-01 | 86.9311640537349 |
| 2000-01-01 | 89.0353499504143 |
| 2000-02-01 | 90.0690743370136 |
| 2000-03-01 | 90.4214085359764 |
| 2000-04-01 | 91.1264639318318 |
| 2000-05-01 | 91.4615378644155 |
| 2000-06-01 | 91.6799045410445 |
| 2000-07-01 | 91.4483053239015 |
| 2000-08-01 | 90.7437108277608 |
| 2000-09-01 | 92.0117796785352 |
| 2000-10-01 | 91.8420109829177 |
| 2000-11-01 | 91.8657862672203 |
| 2000-12-01 | 91.7554721123406 |
| 2001-01-01 | 90.7949467490349 |
| 2001-02-01 | 90.0980732203108 |
| 2001-03-01 | 90.0161772105580 |
| 2001-04-01 | 89.3167024631638 |
| 2001-05-01 | 89.4272868088992 |
| 2001-06-01 | 89.4292848373773 |
| 2001-07-01 | 89.1747544537323 |
| 2001-08-01 | 88.8309827203679 |
| 2001-09-01 | 87.7649637065616 |
| 2001-10-01 | 87.0460543762241 |
| 2001-11-01 | 87.1817758121522 |
| 2001-12-01 | 87.3218232304069 |
| 2002-01-01 | 87.2052215908868 |
| 2002-02-01 | 87.7356956821189 |
| 2002-03-01 | 87.9362937615189 |
| 2002-04-01 | 87.5633543278624 |
| 2002-05-01 | 87.4952209912675 |
| 2002-06-01 | 87.0862492661042 |
| 2002-07-01 | 86.9771212826749 |
| 2002-08-01 | 86.6462996836296 |
| 2002-09-01 | 87.1011524218458 |
| 2002-10-01 | 85.5817700736310 |
| 2002-11-01 | 86.0553153675351 |
| 2002-12-01 | 85.5777541461186 |
| 2003-01-01 | 82.2234687224206 |
| 2003-02-01 | 81.2025058272534 |
| 2003-03-01 | 81.9330310860991 |
| 2003-04-01 | 82.8540167520101 |
| 2003-05-01 | 83.0324029288884 |
| 2003-06-01 | 83.1271940483350 |
| 2003-07-01 | 83.2422943988295 |
| 2003-08-01 | 83.4012834291998 |
| 2003-09-01 | 83.6744419797426 |
| 2003-10-01 | 83.8820389362096 |
| 2003-11-01 | 84.0954296424684 |
| 2003-12-01 | 84.5213147412992 |
| 2004-01-01 | 84.9562502374062 |
| 2004-02-01 | 84.7463583642814 |
| 2004-03-01 | 84.8327203206799 |
| 2004-04-01 | 85.4708516598052 |
| 2004-05-01 | 86.0872362804285 |
| 2004-06-01 | 86.7780727913347 |
| 2004-07-01 | 87.5070177880528 |
| 2004-08-01 | 88.2141396419058 |
| 2004-09-01 | 88.3029788371752 |
| 2004-10-01 | 89.4073529709246 |
| 2004-11-01 | 89.7669122438931 |
| 2004-12-01 | 90.9463566835772 |
| 2005-01-01 | 90.0888424161142 |
| 2005-02-01 | 90.4445902077350 |
| 2005-03-01 | 90.5782726347228 |
| 2005-04-01 | 91.5156897667804 |
| 2005-05-01 | 91.6656231972033 |
| 2005-06-01 | 91.9012218645002 |
| 2005-07-01 | 92.6334543776128 |
| 2005-08-01 | 92.4026734211939 |
| 2005-09-01 | 92.9128090515674 |
| 2005-10-01 | 93.2951565958807 |
| 2005-11-01 | 93.3780057878020 |
| 2005-12-01 | 93.4194060217429 |
| 2006-01-01 | 93.3162806434801 |
| 2006-02-01 | 93.2819795962084 |
| 2006-03-01 | 93.2118901757948 |
| 2006-04-01 | 92.8604983389279 |
| 2006-05-01 | 93.6333707736592 |
| 2006-06-01 | 93.8233543944831 |
| 2006-07-01 | 94.0522868682701 |
| 2006-08-01 | 94.6583007752482 |
| 2006-09-01 | 95.4874638795463 |
| 2006-10-01 | 96.4057647042618 |
| 2006-11-01 | 96.9736038623872 |
| 2006-12-01 | 97.4323572124079 |
| 2007-01-01 | 96.9607471780960 |
| 2007-02-01 | 97.3298581887401 |
| 2007-03-01 | 97.7206801836741 |
| 2007-04-01 | 97.4441698606882 |
| 2007-05-01 | 97.2380361055252 |
| 2007-06-01 | 98.2329695455181 |
| 2007-07-01 | 98.1431354141207 |
| 2007-08-01 | 98.2648014371894 |
| 2007-09-01 | 98.5451888814704 |
| 2007-10-01 | 98.1186753020958 |
| 2007-11-01 | 97.8973138385015 |
| 2007-12-01 | 98.3531034742689 |
| 2008-01-01 | 99.4335059527621 |
| 2008-02-01 | 99.7074694282732 |
| 2008-03-01 | 99.7285092348240 |
| 2008-04-01 | 99.4278177725861 |
| 2008-05-01 | 99.0609829972295 |
| 2008-06-01 | 99.2815252710712 |
| 2008-07-01 | 98.4778760337358 |
| 2008-08-01 | 98.4631754281819 |
| 2008-09-01 | 97.4438627794906 |
| 2008-10-01 | 97.2179545029944 |
| 2008-11-01 | 96.3450186736486 |
| 2008-12-01 | 95.7361283246708 |
| 2009-01-01 | 95.1631914006659 |
| 2009-02-01 | 94.4752747292288 |
| 2009-03-01 | 93.9967903768494 |
| 2009-04-01 | 92.2238211540419 |
| 2009-05-01 | 91.7421287709123 |
| 2009-06-01 | 91.1206409277925 |
| 2009-07-01 | 90.7919085825609 |
| 2009-08-01 | 90.4419024488120 |
| 2009-09-01 | 90.2574161438598 |
| 2009-10-01 | 90.2173295177806 |
| 2009-11-01 | 90.2702367112941 |
| 2009-12-01 | 90.6290763250623 |
| 2010-01-01 | 90.3547130700624 |
| 2010-02-01 | 90.0915067545959 |
| 2010-03-01 | 90.6291813873124 |
| 2010-04-01 | 91.5760035379886 |
| 2010-05-01 | 91.8187822904449 |
| 2010-06-01 | 92.0462522694684 |
| 2010-07-01 | 92.7749789839838 |
| 2010-08-01 | 92.9592513921116 |
| 2010-09-01 | 93.1447126064099 |
| 2010-10-01 | 93.1756599840621 |
| 2010-11-01 | 92.8370294845417 |
| 2010-12-01 | 93.6704854220642 |
| 2011-01-01 | 94.8815318622343 |
| 2011-02-01 | 95.3352971338310 |
| 2011-03-01 | 96.2417657557833 |
| 2011-04-01 | 96.4871664146002 |
| 2011-05-01 | 96.2660166165939 |
| 2011-06-01 | 95.7043358267279 |
| 2011-07-01 | 96.2191005079443 |
| 2011-08-01 | 96.1300998583277 |
| 2011-09-01 | 96.3815092229873 |
| 2011-10-01 | 96.1516255729126 |
| 2011-11-01 | 96.5125711967290 |
| 2011-12-01 | 95.3076494705425 |
| 2012-01-01 | 96.7484901709214 |
| 2012-02-01 | 97.4829615364938 |
| 2012-03-01 | 97.4801152809880 |
| 2012-04-01 | 98.0758962305036 |
| 2012-05-01 | 98.1752947024669 |
| 2012-06-01 | 99.1078926381554 |
| 2012-07-01 | 99.2465452273101 |
| 2012-08-01 | 99.7968196787473 |
| 2012-09-01 | 99.9026838461846 |
| 2012-10-01 | 99.6121156546631 |
| 2012-11-01 | 97.9560759269487 |
| 2012-12-01 | 98.2979742410823 |
| 2013-01-01 | 99.3328084970822 |
| 2013-02-01 | 99.5940750483059 |
| 2013-03-01 | 100.1927732035880 |
| 2013-04-01 | 98.8884900872749 |
| 2013-05-01 | 98.8094821571496 |
| 2013-06-01 | 98.9403465053097 |
| 2013-07-01 | 99.7690503129694 |
| 2013-08-01 | 100.7036550063620 |
| 2013-09-01 | 99.9360295809466 |
| 2013-10-01 | 99.5116865591470 |
| 2013-11-01 | 102.7107432093380 |
| 2013-12-01 | 102.2217468499100 |
| 2014-01-01 | 101.4389693700410 |
| 2014-02-01 | 100.0171419048400 |
| 2014-03-01 | 100.6815263992420 |
| 2014-04-01 | 101.4749161385960 |
| 2014-05-01 | 102.2880858227910 |
| 2014-06-01 | 102.2621870561010 |
| 2014-07-01 | 101.8976819931470 |
| 2014-08-01 | 101.8269151354710 |
| 2014-09-01 | 101.5994850062470 |
| 2014-10-01 | 102.1700299673680 |
| 2014-11-01 | 105.2477616671810 |
| 2014-12-01 | 105.8112187350640 |
| 2015-01-01 | 105.6365119339240 |
| 2015-02-01 | 104.7219198638800 |
| 2015-03-01 | 105.4758222405240 |
| 2015-04-01 | 106.6741704648760 |
| 2015-05-01 | 107.9183829549260 |
| 2015-06-01 | 108.4847839043670 |
| 2015-07-01 | 108.5981467461130 |
| 2015-08-01 | 108.8853881689180 |
| 2015-09-01 | 110.3173866436550 |
| 2015-10-01 | 112.0960262024350 |
| 2015-11-01 | 114.4055960821360 |
| 2015-12-01 | 115.4105323341040 |
| 2016-01-01 | 112.2611790901240 |
| 2016-02-01 | 111.9070060081860 |
| 2016-03-01 | 111.8615658850800 |
| 2016-04-01 | 112.3573938654220 |
| 2016-05-01 | 111.6300205155200 |
| 2016-06-01 | 111.1416105044480 |
| 2016-07-01 | 111.2344723806720 |
| 2016-08-01 | 111.2957079278510 |
| 2016-09-01 | 112.6869656491760 |
| 2016-10-01 | 112.9958891164550 |
| 2016-11-01 | 113.4798990261990 |
| 2016-12-01 | 116.1291150195060 |
| 2017-01-01 | 112.9709862430140 |
| 2017-02-01 | 114.2889509800210 |
| 2017-03-01 | 114.3452963687440 |
| 2017-04-01 | 113.7279059168100 |
| 2017-05-01 | 114.2057823171940 |
| 2017-06-01 | 114.9611569554030 |
| 2017-07-01 | 114.4135836226810 |
| 2017-08-01 | 114.3400576686970 |
| 2017-09-01 | 114.8040109602720 |
| 2017-10-01 | 113.9622173363230 |
| 2017-11-01 | 114.1985785596350 |
| 2017-12-01 | 115.1871094191130 |
| 2018-01-01 | 115.1568974272110 |
| 2018-02-01 | 115.7790308741880 |
| 2018-03-01 | 115.8123130435660 |
| 2018-04-01 | 115.5516400831670 |
| 2018-05-01 | 116.2188335275440 |
| 2018-06-01 | 116.5110254419960 |
| 2018-07-01 | 116.6235753295280 |
| 2018-08-01 | 117.1064394500480 |
| 2018-09-01 | 116.3369332164100 |
| 2018-10-01 | 117.0981382245520 |
| 2018-11-01 | 117.3378301835040 |
| 2018-12-01 | 116.6955545471590 |
| 2019-01-01 | 116.0772064171260 |
| 2019-02-01 | 116.8870411297660 |
| 2019-03-01 | 117.0078401473110 |
| 2019-04-01 | 117.3594831619950 |
| 2019-05-01 | 117.3717333175890 |
| 2019-06-01 | 117.9018394435180 |
| 2019-07-01 | 118.2540686092660 |
| 2019-08-01 | 118.6113640016270 |
| 2019-09-01 | 119.0676914752750 |
| 2019-10-01 | 119.0214764833560 |
| 2019-11-01 | 120.1892595753600 |
| 2019-12-01 | 119.0182127914570 |
| 2020-01-01 | 118.8952839806520 |
| 2020-02-01 | 118.4488901561680 |
| 2020-03-01 | 118.2129404483290 |
| 2020-04-01 | 111.7269355483820 |
| 2020-05-01 | 111.9048155753340 |
| 2020-06-01 | 111.4116064789850 |
| 2020-07-01 | 111.7514153991810 |
| 2020-08-01 | 111.7081415491620 |
| 2020-09-01 | 111.3663434199210 |
| 2020-10-01 | 112.9827664048640 |
| 2020-11-01 | 112.2823450156240 |
| 2020-12-01 | 113.2507591380620 |
| 2021-01-01 | 114.2314718409020 |
| 2021-02-01 | 114.5826580752540 |
| 2021-03-01 | 115.6954386151590 |
| 2021-04-01 | 116.0210932066280 |
| 2021-05-01 | 116.1855614383430 |
| 2021-06-01 | 116.7808614357790 |
| 2021-07-01 | 117.9135836587830 |
| 2021-08-01 | 118.4512698682710 |
| 2021-09-01 | 119.3134647649340 |
| 2021-10-01 | 121.4587211097850 |
| 2021-11-01 | 121.4859120630830 |
| 2021-12-01 | 122.1342589505920 |
| 2022-01-01 | 121.9645374784220 |
| 2022-02-01 | 123.8168608882050 |
| 2022-03-01 | 123.4518563058500 |
| 2022-04-01 | 123.9705148102520 |
| 2022-05-01 | 122.8893452156460 |
| 2022-06-01 | 123.0469266868710 |
| 2022-07-01 | 124.2648628887690 |
| 2022-08-01 | 124.3618922946830 |
| 2022-09-01 | 124.1766867518380 |
| 2022-10-01 | 123.4378478202350 |
| 2022-11-01 | 121.8599837287850 |
| 2022-12-01 | 122.4901957193420 |
| 2023-01-01 | 123.3204650944900 |
| 2023-02-01 | 123.0129500734690 |
| 2023-03-01 | 122.6826627562810 |
| 2023-04-01 | 122.7166286475260 |
| 2023-05-01 | 122.8401543583760 |
| 2023-06-01 | 123.2796009612490 |
| 2023-07-01 | 122.5029369852670 |
| 2023-08-01 | 122.5926615920340 |
| 2023-09-01 | 123.0643413650120 |
| 2023-10-01 | 122.3897023887090 |
| 2023-11-01 | 122.5865031313540 |
| 2023-12-01 | 123.4941984747780 |
| 2024-01-01 | 124.2961280531050 |
| 2024-02-01 | 124.6748546595000 |
| 2024-03-01 | 125.1034311981930 |
| 2024-04-01 | 124.8259749420470 |
| 2024-05-01 | 125.2934624766150 |
| 2024-06-01 | 125.2798802863840 |
| 2024-07-01 | 124.8752862085390 |
| 2024-08-01 | 124.7407750243150 |
| 2024-09-01 | 124.6597848736010 |
| 2024-10-01 | 125.2092098454570 |
| 2024-11-01 | 124.5935036566300 |
| 2024-12-01 | 123.9821330132280 |
| 2025-01-01 | 125.1827998245610 |
| 2025-02-01 | 125.4628810806190 |
| 2025-03-01 | 125.8511049075470 |
| 2025-04-01 | 125.7665897931980 |
| 2025-05-01 | 126.2824515136220 |
| 2025-06-01 | 125.5327301813110 |
| 2025-07-01 | 125.7599287962700 |
| 2025-08-01 | 125.7070858292900 |
| 2025-09-01 | 125.4308830590440 |
| 2025-10-01 | 124.6451842852730 |
| 2025-11-01 | 125.0445294030960 |
| 2025-12-01 | 124.5078058378940 |
| 2026-01-01 | 123.8277685052910 |
| 2026-02-01 | 123.3258415528860 |
| 2026-03-01 | 123.0523480986480 |
| 2026-04-01 | 123.7428181020700 |
| 2026-05-01 | 123.2084292432890 |
| 2026-06-01 | 123.9755455955790 |