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 2026-09-01 |
| Last Updated | 2026-10-20 9:52 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 | 64.9834512679 |
| 1990-02-01 | 65.6096505701 |
| 1990-03-01 | 65.6581103722 |
| 1990-04-01 | 66.6416425101 |
| 1990-05-01 | 66.9043456071 |
| 1990-06-01 | 66.5625220608 |
| 1990-07-01 | 65.2232141502 |
| 1990-08-01 | 65.5277169009 |
| 1990-09-01 | 65.5779468925 |
| 1990-10-01 | 64.8505826905 |
| 1990-11-01 | 65.1065111655 |
| 1990-12-01 | 64.8956210150 |
| 1991-01-01 | 64.4644304730 |
| 1991-02-01 | 64.0514341572 |
| 1991-03-01 | 64.0593160919 |
| 1991-04-01 | 62.3926942819 |
| 1991-05-01 | 63.0230949587 |
| 1991-06-01 | 63.0204596773 |
| 1991-07-01 | 63.8550937945 |
| 1991-08-01 | 64.3971145846 |
| 1991-09-01 | 64.4228771398 |
| 1991-10-01 | 63.1742936762 |
| 1991-11-01 | 62.9648228630 |
| 1991-12-01 | 63.0327146236 |
| 1992-01-01 | 63.1901478425 |
| 1992-02-01 | 62.9742090069 |
| 1992-03-01 | 62.9916289436 |
| 1992-04-01 | 62.9601093703 |
| 1992-05-01 | 63.8463904519 |
| 1992-06-01 | 63.8244978857 |
| 1992-07-01 | 64.0947331979 |
| 1992-08-01 | 64.0775936600 |
| 1992-09-01 | 63.9104872394 |
| 1992-10-01 | 64.7767575681 |
| 1992-11-01 | 65.1310138329 |
| 1992-12-01 | 65.8708295373 |
| 1993-01-01 | 64.6426291527 |
| 1993-02-01 | 65.2045515068 |
| 1993-03-01 | 65.0111704849 |
| 1993-04-01 | 66.2571077845 |
| 1993-05-01 | 66.1270711761 |
| 1993-06-01 | 66.8219108381 |
| 1993-07-01 | 66.3615984713 |
| 1993-08-01 | 66.7348749289 |
| 1993-09-01 | 67.1925244116 |
| 1993-10-01 | 68.1035092064 |
| 1993-11-01 | 68.1818089206 |
| 1993-12-01 | 68.7155870268 |
| 1994-01-01 | 69.5645552141 |
| 1994-02-01 | 69.7193115431 |
| 1994-03-01 | 70.5485956685 |
| 1994-04-01 | 70.3208525796 |
| 1994-05-01 | 70.4176396291 |
| 1994-06-01 | 70.4149844115 |
| 1994-07-01 | 71.6298113701 |
| 1994-08-01 | 71.6686751469 |
| 1994-09-01 | 73.3378539647 |
| 1994-10-01 | 72.5648580739 |
| 1994-11-01 | 72.8697563187 |
| 1994-12-01 | 73.2950237167 |
| 1995-01-01 | 73.6089179524 |
| 1995-02-01 | 73.6957555829 |
| 1995-03-01 | 74.0980494154 |
| 1995-04-01 | 74.4725773190 |
| 1995-05-01 | 74.8540139218 |
| 1995-06-01 | 75.4313997248 |
| 1995-07-01 | 74.8961008787 |
| 1995-08-01 | 75.8012156999 |
| 1995-09-01 | 75.8368409800 |
| 1995-10-01 | 76.1094081492 |
| 1995-11-01 | 76.3711594820 |
| 1995-12-01 | 78.0781608066 |
| 1996-01-01 | 76.6383724332 |
| 1996-02-01 | 77.7832772717 |
| 1996-03-01 | 78.8022848411 |
| 1996-04-01 | 77.8935975228 |
| 1996-05-01 | 78.5096773138 |
| 1996-06-01 | 78.5312361074 |
| 1996-07-01 | 76.1302783581 |
| 1996-08-01 | 76.8075400479 |
| 1996-09-01 | 76.7090805199 |
| 1996-10-01 | 78.8064620459 |
| 1996-11-01 | 78.8211921667 |
| 1996-12-01 | 78.9732391488 |
| 1997-01-01 | 79.3934740288 |
| 1997-02-01 | 79.6579147579 |
| 1997-03-01 | 79.7515483377 |
| 1997-04-01 | 79.8132572403 |
| 1997-05-01 | 79.8081680327 |
| 1997-06-01 | 80.0042432609 |
| 1997-07-01 | 81.2094876362 |
| 1997-08-01 | 81.2749350378 |
| 1997-09-01 | 81.8852210653 |
| 1997-10-01 | 82.2047721535 |
| 1997-11-01 | 82.6520084473 |
| 1997-12-01 | 83.0286442924 |
| 1998-01-01 | 84.3696457494 |
| 1998-02-01 | 84.2172364602 |
| 1998-03-01 | 84.7603037785 |
| 1998-04-01 | 86.6036707147 |
| 1998-05-01 | 86.6913714605 |
| 1998-06-01 | 86.9198154053 |
| 1998-07-01 | 87.4476940767 |
| 1998-08-01 | 87.7100405892 |
| 1998-09-01 | 88.3110322303 |
| 1998-10-01 | 88.1806018161 |
| 1998-11-01 | 88.0031537537 |
| 1998-12-01 | 88.1624363453 |
| 1999-01-01 | 88.3689184252 |
| 1999-02-01 | 89.4400767937 |
| 1999-03-01 | 89.3740531101 |
| 1999-04-01 | 87.9013160781 |
| 1999-05-01 | 87.3699449277 |
| 1999-06-01 | 87.7189697299 |
| 1999-07-01 | 87.2986671094 |
| 1999-08-01 | 87.5429860718 |
| 1999-09-01 | 87.3952575890 |
| 1999-10-01 | 87.1481836749 |
| 1999-11-01 | 87.6653847425 |
| 1999-12-01 | 86.9311394011 |
| 2000-01-01 | 89.0353731080 |
| 2000-02-01 | 90.0690930921 |
| 2000-03-01 | 90.4214326944 |
| 2000-04-01 | 91.1264835776 |
| 2000-05-01 | 91.4615498841 |
| 2000-06-01 | 91.6799099025 |
| 2000-07-01 | 91.4483007052 |
| 2000-08-01 | 90.7436930541 |
| 2000-09-01 | 92.0117643356 |
| 2000-10-01 | 91.8420055676 |
| 2000-11-01 | 91.8657530176 |
| 2000-12-01 | 91.7554263215 |
| 2001-01-01 | 90.7949873187 |
| 2001-02-01 | 90.0980946076 |
| 2001-03-01 | 90.0161990029 |
| 2001-04-01 | 89.3167227955 |
| 2001-05-01 | 89.4272994040 |
| 2001-06-01 | 89.4292908037 |
| 2001-07-01 | 89.1747514046 |
| 2001-08-01 | 88.8309663483 |
| 2001-09-01 | 87.7649517604 |
| 2001-10-01 | 87.0460494906 |
| 2001-11-01 | 87.1817338359 |
| 2001-12-01 | 87.3217613920 |
| 2002-01-01 | 87.2052785073 |
| 2002-02-01 | 87.7357197230 |
| 2002-03-01 | 87.9363148639 |
| 2002-04-01 | 87.5633776819 |
| 2002-05-01 | 87.4952355458 |
| 2002-06-01 | 87.0862545366 |
| 2002-07-01 | 86.9771171761 |
| 2002-08-01 | 86.6462839919 |
| 2002-09-01 | 87.1011392325 |
| 2002-10-01 | 85.5817646998 |
| 2002-11-01 | 86.0552713876 |
| 2002-12-01 | 85.5776913903 |
| 2003-01-01 | 82.2235233211 |
| 2003-02-01 | 81.2025289758 |
| 2003-03-01 | 81.9330486265 |
| 2003-04-01 | 82.8540438635 |
| 2003-05-01 | 83.0324167842 |
| 2003-06-01 | 83.1271982690 |
| 2003-07-01 | 83.2422894797 |
| 2003-08-01 | 83.4012687929 |
| 2003-09-01 | 83.6744302815 |
| 2003-10-01 | 83.8820331558 |
| 2003-11-01 | 84.0953897667 |
| 2003-12-01 | 84.5212532180 |
| 2004-01-01 | 84.9563063261 |
| 2004-02-01 | 84.7463800748 |
| 2004-03-01 | 84.8327355635 |
| 2004-04-01 | 85.4708802325 |
| 2004-05-01 | 86.0872487645 |
| 2004-06-01 | 86.7780742966 |
| 2004-07-01 | 87.5070114681 |
| 2004-08-01 | 88.2141272086 |
| 2004-09-01 | 88.3029676855 |
| 2004-10-01 | 89.4073460886 |
| 2004-11-01 | 89.7668826198 |
| 2004-12-01 | 90.9463074077 |
| 2005-01-01 | 90.0888848635 |
| 2005-02-01 | 90.4446073366 |
| 2005-03-01 | 90.5782832019 |
| 2005-04-01 | 91.5157180411 |
| 2005-05-01 | 91.6656328977 |
| 2005-06-01 | 91.9012211537 |
| 2005-07-01 | 92.6334479137 |
| 2005-08-01 | 92.4026636957 |
| 2005-09-01 | 92.9127997895 |
| 2005-10-01 | 93.2951502214 |
| 2005-11-01 | 93.3779901576 |
| 2005-12-01 | 93.4193735434 |
| 2006-01-01 | 93.3163064943 |
| 2006-02-01 | 93.2819896113 |
| 2006-03-01 | 93.2118987142 |
| 2006-04-01 | 92.8605203531 |
| 2006-05-01 | 93.6333775136 |
| 2006-06-01 | 93.8233516651 |
| 2006-07-01 | 94.0522800020 |
| 2006-08-01 | 94.6582926687 |
| 2006-09-01 | 95.4874550876 |
| 2006-10-01 | 96.4057601086 |
| 2006-11-01 | 96.9736012649 |
| 2006-12-01 | 97.4323457078 |
| 2007-01-01 | 96.9607558598 |
| 2007-02-01 | 97.3298608987 |
| 2007-03-01 | 97.7206850591 |
| 2007-04-01 | 97.4441967852 |
| 2007-05-01 | 97.2380371451 |
| 2007-06-01 | 98.2329631518 |
| 2007-07-01 | 98.1431249172 |
| 2007-08-01 | 98.2647889390 |
| 2007-09-01 | 98.5451780027 |
| 2007-10-01 | 98.1186709394 |
| 2007-11-01 | 97.8973256204 |
| 2007-12-01 | 98.3531109072 |
| 2008-01-01 | 99.4335140998 |
| 2008-02-01 | 99.7074659280 |
| 2008-03-01 | 99.7285098578 |
| 2008-04-01 | 99.4278458016 |
| 2008-05-01 | 99.0609784625 |
| 2008-06-01 | 99.2815125556 |
| 2008-07-01 | 98.4778567544 |
| 2008-08-01 | 98.4631536890 |
| 2008-09-01 | 97.4438465318 |
| 2008-10-01 | 97.2179484083 |
| 2008-11-01 | 96.3450438183 |
| 2008-12-01 | 95.7361805439 |
| 2009-01-01 | 95.1631976588 |
| 2009-02-01 | 94.4752647147 |
| 2009-03-01 | 93.9967845891 |
| 2009-04-01 | 92.2238529699 |
| 2009-05-01 | 91.7421202812 |
| 2009-06-01 | 91.1206201994 |
| 2009-07-01 | 90.7918757778 |
| 2009-08-01 | 90.4418632778 |
| 2009-09-01 | 90.2573544086 |
| 2009-10-01 | 90.2173053644 |
| 2009-11-01 | 90.2703169173 |
| 2009-12-01 | 90.6292157296 |
| 2010-01-01 | 90.3547190182 |
| 2010-02-01 | 90.0915056886 |
| 2010-03-01 | 90.6291496450 |
| 2010-04-01 | 91.5760370954 |
| 2010-05-01 | 91.8187667135 |
| 2010-06-01 | 92.0462092766 |
| 2010-07-01 | 92.7749009268 |
| 2010-08-01 | 92.9591885673 |
| 2010-09-01 | 93.1445749584 |
| 2010-10-01 | 93.1756192003 |
| 2010-11-01 | 92.8371921982 |
| 2010-12-01 | 93.6707639154 |
| 2011-01-01 | 94.8815863658 |
| 2011-02-01 | 95.3352965697 |
| 2011-03-01 | 96.2416876344 |
| 2011-04-01 | 96.4872055464 |
| 2011-05-01 | 96.2659808170 |
| 2011-06-01 | 95.7042444209 |
| 2011-07-01 | 96.2189629255 |
| 2011-08-01 | 96.1299992325 |
| 2011-09-01 | 96.3812311268 |
| 2011-10-01 | 96.1514147536 |
| 2011-11-01 | 96.5130409335 |
| 2011-12-01 | 95.3081501087 |
| 2012-01-01 | 96.7486324325 |
| 2012-02-01 | 97.4829659232 |
| 2012-03-01 | 97.4799603958 |
| 2012-04-01 | 98.0758768017 |
| 2012-05-01 | 98.1751923201 |
| 2012-06-01 | 99.1077030634 |
| 2012-07-01 | 99.2462789867 |
| 2012-08-01 | 99.7967862251 |
| 2012-09-01 | 99.9022585417 |
| 2012-10-01 | 99.6117541819 |
| 2012-11-01 | 97.9568170993 |
| 2012-12-01 | 98.2988461114 |
| 2013-01-01 | 99.3331049596 |
| 2013-02-01 | 99.5939522298 |
| 2013-03-01 | 100.1925093183 |
| 2013-04-01 | 98.8883791432 |
| 2013-05-01 | 98.8092944424 |
| 2013-06-01 | 98.9400561038 |
| 2013-07-01 | 99.7686777323 |
| 2013-08-01 | 100.7037213312 |
| 2013-09-01 | 99.9354722675 |
| 2013-10-01 | 99.5111579749 |
| 2013-11-01 | 102.7117446798 |
| 2013-12-01 | 102.2231615559 |
| 2014-01-01 | 101.4393483144 |
| 2014-02-01 | 100.0169820368 |
| 2014-03-01 | 100.6811170011 |
| 2014-04-01 | 101.4746491959 |
| 2014-05-01 | 102.2877667430 |
| 2014-06-01 | 102.2617906726 |
| 2014-07-01 | 101.8972015706 |
| 2014-08-01 | 101.8270952148 |
| 2014-09-01 | 101.5988641438 |
| 2014-10-01 | 102.1694777786 |
| 2014-11-01 | 105.2487552839 |
| 2014-12-01 | 105.8131078293 |
| 2015-01-01 | 105.6370391017 |
| 2015-02-01 | 104.7217595310 |
| 2015-03-01 | 105.4753015276 |
| 2015-04-01 | 106.6737362498 |
| 2015-05-01 | 107.9179186765 |
| 2015-06-01 | 108.4843183979 |
| 2015-07-01 | 108.5976083777 |
| 2015-08-01 | 108.8855382126 |
| 2015-09-01 | 110.3167267089 |
| 2015-10-01 | 112.0953666798 |
| 2015-11-01 | 114.4064445465 |
| 2015-12-01 | 115.4124896733 |
| 2016-01-01 | 112.2628638310 |
| 2016-02-01 | 111.9067207495 |
| 2016-03-01 | 111.8608633906 |
| 2016-04-01 | 112.3567870636 |
| 2016-05-01 | 111.6294358638 |
| 2016-06-01 | 111.1410484210 |
| 2016-07-01 | 111.2338381301 |
| 2016-08-01 | 111.2957325145 |
| 2016-09-01 | 112.6862691085 |
| 2016-10-01 | 112.9952731997 |
| 2016-11-01 | 113.4803068402 |
| 2016-12-01 | 116.1308405388 |
| 2017-01-01 | 112.9741256062 |
| 2017-02-01 | 114.2887929668 |
| 2017-03-01 | 114.3447468192 |
| 2017-04-01 | 113.7270152497 |
| 2017-05-01 | 114.2048497060 |
| 2017-06-01 | 114.9602712989 |
| 2017-07-01 | 114.4127244643 |
| 2017-08-01 | 114.3397241908 |
| 2017-09-01 | 114.8032151711 |
| 2017-10-01 | 113.9617359531 |
| 2017-11-01 | 114.1986578113 |
| 2017-12-01 | 115.1886473788 |
| 2018-01-01 | 115.1618947052 |
| 2018-02-01 | 115.7795560962 |
| 2018-03-01 | 115.8120977655 |
| 2018-04-01 | 115.5502417826 |
| 2018-05-01 | 116.2170640744 |
| 2018-06-01 | 116.5093869148 |
| 2018-07-01 | 116.6222132897 |
| 2018-08-01 | 117.1056229328 |
| 2018-09-01 | 116.3360775022 |
| 2018-10-01 | 117.0981464656 |
| 2018-11-01 | 117.3374424425 |
| 2018-12-01 | 116.6965809902 |
| 2019-01-01 | 116.0854618299 |
| 2019-02-01 | 116.8884770878 |
| 2019-03-01 | 117.0082811532 |
| 2019-04-01 | 117.3589175692 |
| 2019-05-01 | 117.3662417964 |
| 2019-06-01 | 117.8975274241 |
| 2019-07-01 | 118.2534807211 |
| 2019-08-01 | 118.6106385453 |
| 2019-09-01 | 119.0668617331 |
| 2019-10-01 | 119.0219790074 |
| 2019-11-01 | 120.1890285282 |
| 2019-12-01 | 119.0188724778 |
| 2020-01-01 | 118.9068909751 |
| 2020-02-01 | 118.4511653850 |
| 2020-03-01 | 118.2138386924 |
| 2020-04-01 | 111.7271328202 |
| 2020-05-01 | 111.8959148622 |
| 2020-06-01 | 111.4043655440 |
| 2020-07-01 | 111.7516013474 |
| 2020-08-01 | 111.7080766737 |
| 2020-09-01 | 111.3664152979 |
| 2020-10-01 | 112.9843005875 |
| 2020-11-01 | 112.2824873530 |
| 2020-12-01 | 113.2523837361 |
| 2021-01-01 | 114.2444457210 |
| 2021-02-01 | 114.5844184515 |
| 2021-03-01 | 115.6946606946 |
| 2021-04-01 | 116.0199456609 |
| 2021-05-01 | 116.1715841960 |
| 2021-06-01 | 116.7708813644 |
| 2021-07-01 | 117.9170902000 |
| 2021-08-01 | 118.4550055502 |
| 2021-09-01 | 119.3168720966 |
| 2021-10-01 | 121.4624399740 |
| 2021-11-01 | 121.4868253438 |
| 2021-12-01 | 122.1385300067 |
| 2022-01-01 | 121.9758783337 |
| 2022-02-01 | 123.8148873508 |
| 2022-03-01 | 123.4442849871 |
| 2022-04-01 | 123.9619568214 |
| 2022-05-01 | 122.8706449161 |
| 2022-06-01 | 123.0382658798 |
| 2022-07-01 | 124.2767343357 |
| 2022-08-01 | 124.3760330597 |
| 2022-09-01 | 124.1882889700 |
| 2022-10-01 | 123.4431192759 |
| 2022-11-01 | 121.8607226006 |
| 2022-12-01 | 122.4953429821 |
| 2023-01-01 | 123.3272179058 |
| 2023-02-01 | 123.0042228171 |
| 2023-03-01 | 122.6647936238 |
| 2023-04-01 | 122.6942896353 |
| 2023-05-01 | 122.8010813684 |
| 2023-06-01 | 123.2838514506 |
| 2023-07-01 | 122.5306873251 |
| 2023-08-01 | 122.6457820787 |
| 2023-09-01 | 123.0729727138 |
| 2023-10-01 | 122.3903936100 |
| 2023-11-01 | 122.5811715552 |
| 2023-12-01 | 123.4958680755 |
| 2024-01-01 | 124.2968468544 |
| 2024-02-01 | 124.6626617726 |
| 2024-03-01 | 125.0782607375 |
| 2024-04-01 | 124.7886435076 |
| 2024-05-01 | 125.2340390154 |
| 2024-06-01 | 125.2983875037 |
| 2024-07-01 | 124.9181863965 |
| 2024-08-01 | 124.8390804310 |
| 2024-09-01 | 124.6610849720 |
| 2024-10-01 | 125.2032421576 |
| 2024-11-01 | 124.5802799308 |
| 2024-12-01 | 123.9791257481 |
| 2025-01-01 | 125.1789234151 |
| 2025-02-01 | 125.4501841621 |
| 2025-03-01 | 125.8218981226 |
| 2025-04-01 | 125.7152615171 |
| 2025-05-01 | 126.1992087374 |
| 2025-06-01 | 125.5672493376 |
| 2025-07-01 | 125.8122942685 |
| 2025-08-01 | 125.8531209490 |
| 2025-09-01 | 125.4220905742 |
| 2025-10-01 | 124.6316432515 |
| 2025-11-01 | 125.0223176414 |
| 2025-12-01 | 124.4997494861 |
| 2026-01-01 | 123.8206007685 |
| 2026-02-01 | 123.3162868439 |
| 2026-03-01 | 123.0252230518 |
| 2026-04-01 | 123.6864071532 |
| 2026-05-01 | 123.1187204087 |
| 2026-06-01 | 124.1191341552 |
| 2026-07-01 | 123.4196875579 |
| 2026-08-01 | 123.2737707971 |
| 2026-09-01 | 123.8160071028 |