Table Data - All Employees: Professional and Business Services: Employment Services in Virginia
| Title | All Employees: Professional and Business Services: Employment Services in Virginia |
|---|---|
| Series ID | SMU51000006056130001SA |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 9:47 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 | 34.0404901662779 |
| 1990-02-01 | 34.5952940343719 |
| 1990-03-01 | 34.2091051502202 |
| 1990-04-01 | 34.9931618716236 |
| 1990-05-01 | 34.6964220949316 |
| 1990-06-01 | 34.2578663036963 |
| 1990-07-01 | 33.5204015837685 |
| 1990-08-01 | 33.6637052133007 |
| 1990-09-01 | 33.4980881546447 |
| 1990-10-01 | 33.3245586507525 |
| 1990-11-01 | 32.7266389270827 |
| 1990-12-01 | 33.0355597964377 |
| 1991-01-01 | 31.5256645035430 |
| 1991-02-01 | 30.4176294963438 |
| 1991-03-01 | 30.8269676979882 |
| 1991-04-01 | 30.9949110574196 |
| 1991-05-01 | 32.0290937171166 |
| 1991-06-01 | 32.4224082671677 |
| 1991-07-01 | 31.9446495601793 |
| 1991-08-01 | 32.0372223944409 |
| 1991-09-01 | 31.9180454205463 |
| 1991-10-01 | 32.7759709004256 |
| 1991-11-01 | 32.6584961657093 |
| 1991-12-01 | 33.3321627484658 |
| 1992-01-01 | 34.7479734379384 |
| 1992-02-01 | 34.8408152968413 |
| 1992-03-01 | 36.5383200934521 |
| 1992-04-01 | 36.3934006774087 |
| 1992-05-01 | 34.9431328763038 |
| 1992-06-01 | 35.7035364975563 |
| 1992-07-01 | 37.8996216277132 |
| 1992-08-01 | 37.2882966912983 |
| 1992-09-01 | 38.1814792633595 |
| 1992-10-01 | 37.3824818279014 |
| 1992-11-01 | 38.9096932280121 |
| 1992-12-01 | 38.9239336304715 |
| 1993-01-01 | 38.7228499414133 |
| 1993-02-01 | 39.3574228170512 |
| 1993-03-01 | 38.7835822088782 |
| 1993-04-01 | 38.6633985767564 |
| 1993-05-01 | 37.9250511122820 |
| 1993-06-01 | 39.3126786646502 |
| 1993-07-01 | 40.0847366578092 |
| 1993-08-01 | 40.0672033245081 |
| 1993-09-01 | 40.2643652726158 |
| 1993-10-01 | 41.1931859501949 |
| 1993-11-01 | 41.9049057682055 |
| 1993-12-01 | 41.9319013438370 |
| 1994-01-01 | 42.1172197615965 |
| 1994-02-01 | 42.9462237798919 |
| 1994-03-01 | 44.2100353046086 |
| 1994-04-01 | 44.5333925629647 |
| 1994-05-01 | 45.1528473179705 |
| 1994-06-01 | 46.0012790870341 |
| 1994-07-01 | 47.4237470130955 |
| 1994-08-01 | 48.5140099585056 |
| 1994-09-01 | 49.4316948625662 |
| 1994-10-01 | 49.2396950290027 |
| 1994-11-01 | 48.8115707128408 |
| 1994-12-01 | 50.2012407374342 |
| 1995-01-01 | 51.1968324437716 |
| 1995-02-01 | 52.1239075512841 |
| 1995-03-01 | 52.9066875599133 |
| 1995-04-01 | 53.3014232410920 |
| 1995-05-01 | 54.4269863383025 |
| 1995-06-01 | 55.7421369513055 |
| 1995-07-01 | 53.4042001147097 |
| 1995-08-01 | 54.4159085355436 |
| 1995-09-01 | 53.3135206915063 |
| 1995-10-01 | 56.2236996326858 |
| 1995-11-01 | 56.4786197812506 |
| 1995-12-01 | 57.6098394160560 |
| 1996-01-01 | 55.3475849665413 |
| 1996-02-01 | 58.1877762050254 |
| 1996-03-01 | 58.9586700905988 |
| 1996-04-01 | 59.9878883426882 |
| 1996-05-01 | 61.1147048498322 |
| 1996-06-01 | 61.7194580297417 |
| 1996-07-01 | 62.5369696254584 |
| 1996-08-01 | 63.4447659302607 |
| 1996-09-01 | 63.8090838772256 |
| 1996-10-01 | 65.0141775641805 |
| 1996-11-01 | 65.2377746311682 |
| 1996-12-01 | 65.8704741637632 |
| 1997-01-01 | 67.0673774060963 |
| 1997-02-01 | 66.9112881594946 |
| 1997-03-01 | 67.0931206578135 |
| 1997-04-01 | 70.1242833044538 |
| 1997-05-01 | 69.3028605807507 |
| 1997-06-01 | 70.2074505119600 |
| 1997-07-01 | 70.2307060717415 |
| 1997-08-01 | 70.3892792907277 |
| 1997-09-01 | 71.1912313102739 |
| 1997-10-01 | 69.9631761102387 |
| 1997-11-01 | 70.9687876648110 |
| 1997-12-01 | 72.1851150064687 |
| 1998-01-01 | 74.5802463501593 |
| 1998-02-01 | 74.3883470536515 |
| 1998-03-01 | 73.7964737701257 |
| 1998-04-01 | 77.2865654528073 |
| 1998-05-01 | 77.4155307278806 |
| 1998-06-01 | 77.0883256594193 |
| 1998-07-01 | 78.0251971563807 |
| 1998-08-01 | 78.5894439457832 |
| 1998-09-01 | 79.5053267598292 |
| 1998-10-01 | 79.7969835035759 |
| 1998-11-01 | 81.1980260044483 |
| 1998-12-01 | 81.6859418023234 |
| 1999-01-01 | 80.6144819233968 |
| 1999-02-01 | 81.3472836694043 |
| 1999-03-01 | 81.2033273273087 |
| 1999-04-01 | 79.1986359768372 |
| 1999-05-01 | 79.6293941861297 |
| 1999-06-01 | 80.4711682714058 |
| 1999-07-01 | 79.8063876538572 |
| 1999-08-01 | 80.3973253176211 |
| 1999-09-01 | 79.4775745470629 |
| 1999-10-01 | 82.2072199870228 |
| 1999-11-01 | 82.5951961922235 |
| 1999-12-01 | 82.3979295468744 |
| 2000-01-01 | 83.9919677318050 |
| 2000-02-01 | 83.9165512217713 |
| 2000-03-01 | 84.6512228310055 |
| 2000-04-01 | 83.3887298317408 |
| 2000-05-01 | 82.1463670831218 |
| 2000-06-01 | 82.6983681222869 |
| 2000-07-01 | 82.4754946433174 |
| 2000-08-01 | 81.4336754673831 |
| 2000-09-01 | 81.0999074054790 |
| 2000-10-01 | 81.5649201486328 |
| 2000-11-01 | 81.5109570730412 |
| 2000-12-01 | 81.8684213855094 |
| 2001-01-01 | 77.6774781651709 |
| 2001-02-01 | 75.7630963509127 |
| 2001-03-01 | 74.6549791496344 |
| 2001-04-01 | 73.0541324752433 |
| 2001-05-01 | 72.9239013332835 |
| 2001-06-01 | 72.2612597641769 |
| 2001-07-01 | 71.1571534608257 |
| 2001-08-01 | 70.9062018252954 |
| 2001-09-01 | 69.7550831662871 |
| 2001-10-01 | 67.1939373256632 |
| 2001-11-01 | 66.0219044686365 |
| 2001-12-01 | 66.5561792568899 |
| 2002-01-01 | 66.3636796724369 |
| 2002-02-01 | 67.2144303434174 |
| 2002-03-01 | 66.8652827591232 |
| 2002-04-01 | 68.1600019123324 |
| 2002-05-01 | 67.7936278722246 |
| 2002-06-01 | 67.6464043414767 |
| 2002-07-01 | 67.7463850558914 |
| 2002-08-01 | 66.6736368329494 |
| 2002-09-01 | 66.8366514112069 |
| 2002-10-01 | 63.2742019807894 |
| 2002-11-01 | 63.1581513551068 |
| 2002-12-01 | 63.0264504921836 |
| 2003-01-01 | 62.5151255437337 |
| 2003-02-01 | 61.7063083008279 |
| 2003-03-01 | 62.6478007684814 |
| 2003-04-01 | 61.4660620114597 |
| 2003-05-01 | 61.4218893265668 |
| 2003-06-01 | 60.9848994393024 |
| 2003-07-01 | 60.6235740027828 |
| 2003-08-01 | 61.3340709841328 |
| 2003-09-01 | 61.7029493446414 |
| 2003-10-01 | 63.6114946200309 |
| 2003-11-01 | 64.5984093478063 |
| 2003-12-01 | 63.8710628829681 |
| 2004-01-01 | 64.6175516862918 |
| 2004-02-01 | 64.9650852854082 |
| 2004-03-01 | 64.0833863485221 |
| 2004-04-01 | 64.8979801927450 |
| 2004-05-01 | 65.2264668834295 |
| 2004-06-01 | 65.5763793081728 |
| 2004-07-01 | 66.5302319098180 |
| 2004-08-01 | 67.0815110005622 |
| 2004-09-01 | 65.5834878895519 |
| 2004-10-01 | 67.1465597625912 |
| 2004-11-01 | 66.8564256822316 |
| 2004-12-01 | 67.8054090441189 |
| 2005-01-01 | 67.6553008694628 |
| 2005-02-01 | 68.0228621636918 |
| 2005-03-01 | 67.2804394734060 |
| 2005-04-01 | 68.1578201552669 |
| 2005-05-01 | 68.1614046668042 |
| 2005-06-01 | 67.6489459093866 |
| 2005-07-01 | 68.2732988201345 |
| 2005-08-01 | 68.2756161577142 |
| 2005-09-01 | 69.1134944932421 |
| 2005-10-01 | 68.3833644773605 |
| 2005-11-01 | 67.6313606788326 |
| 2005-12-01 | 67.8000137457512 |
| 2006-01-01 | 68.7304894903997 |
| 2006-02-01 | 68.9736384205354 |
| 2006-03-01 | 69.6218748778169 |
| 2006-04-01 | 68.3193898166108 |
| 2006-05-01 | 69.8141669617619 |
| 2006-06-01 | 70.0728955167762 |
| 2006-07-01 | 70.2189913464783 |
| 2006-08-01 | 69.6530777904870 |
| 2006-09-01 | 69.8325111019859 |
| 2006-10-01 | 69.4307875698894 |
| 2006-11-01 | 70.2153797478905 |
| 2006-12-01 | 70.5186553237007 |
| 2007-01-01 | 70.8766789549529 |
| 2007-02-01 | 70.6972467699291 |
| 2007-03-01 | 71.5472286841347 |
| 2007-04-01 | 70.5691318689034 |
| 2007-05-01 | 70.8465363130683 |
| 2007-06-01 | 70.7162678474882 |
| 2007-07-01 | 70.2330803054083 |
| 2007-08-01 | 68.9866303235585 |
| 2007-09-01 | 68.5181827506389 |
| 2007-10-01 | 68.5384886540822 |
| 2007-11-01 | 68.1378984400045 |
| 2007-12-01 | 68.0534568982882 |
| 2008-01-01 | 67.4112730135037 |
| 2008-02-01 | 66.5689363760663 |
| 2008-03-01 | 65.5653953230839 |
| 2008-04-01 | 65.1060018810120 |
| 2008-05-01 | 64.2805258968098 |
| 2008-06-01 | 64.6778044818112 |
| 2008-07-01 | 63.4382744750948 |
| 2008-08-01 | 64.0504721458803 |
| 2008-09-01 | 62.9036589793741 |
| 2008-10-01 | 61.1605407340464 |
| 2008-11-01 | 59.0394960693746 |
| 2008-12-01 | 57.4691869280434 |
| 2009-01-01 | 53.8952916632529 |
| 2009-02-01 | 53.2225682505714 |
| 2009-03-01 | 52.3897592170061 |
| 2009-04-01 | 50.0156115624987 |
| 2009-05-01 | 49.5851721106138 |
| 2009-06-01 | 49.2780856306405 |
| 2009-07-01 | 48.2686422602052 |
| 2009-08-01 | 48.5785129770592 |
| 2009-09-01 | 48.8203172210537 |
| 2009-10-01 | 49.8376894908596 |
| 2009-11-01 | 51.1762288635793 |
| 2009-12-01 | 52.2470886929098 |
| 2010-01-01 | 51.1502984192764 |
| 2010-02-01 | 50.7127813583054 |
| 2010-03-01 | 51.8292646718196 |
| 2010-04-01 | 54.0414846523973 |
| 2010-05-01 | 54.7602406669648 |
| 2010-06-01 | 55.1312605120172 |
| 2010-07-01 | 57.0505105098296 |
| 2010-08-01 | 57.0569459648863 |
| 2010-09-01 | 57.7419070830403 |
| 2010-10-01 | 58.1999424347253 |
| 2010-11-01 | 58.6202337357694 |
| 2010-12-01 | 58.1881694558773 |
| 2011-01-01 | 58.7609937458007 |
| 2011-02-01 | 59.8518915967173 |
| 2011-03-01 | 60.1675887380175 |
| 2011-04-01 | 60.4857628549207 |
| 2011-05-01 | 59.6986213079787 |
| 2011-06-01 | 59.0387171547252 |
| 2011-07-01 | 59.3828165742333 |
| 2011-08-01 | 59.1546310365762 |
| 2011-09-01 | 60.2533714678249 |
| 2011-10-01 | 58.9671462660996 |
| 2011-11-01 | 58.0496894960412 |
| 2011-12-01 | 57.6688631888876 |
| 2012-01-01 | 59.0438519752905 |
| 2012-02-01 | 59.8642449174858 |
| 2012-03-01 | 60.5517285392718 |
| 2012-04-01 | 59.5582609942409 |
| 2012-05-01 | 60.1273692887738 |
| 2012-06-01 | 59.9670814349546 |
| 2012-07-01 | 61.0326935196915 |
| 2012-08-01 | 61.8651993544942 |
| 2012-09-01 | 62.4754788734071 |
| 2012-10-01 | 62.6605299002229 |
| 2012-11-01 | 61.2001817908897 |
| 2012-12-01 | 61.5614295441188 |
| 2013-01-01 | 64.1119823745433 |
| 2013-02-01 | 64.7243896134181 |
| 2013-03-01 | 64.3511792118720 |
| 2013-04-01 | 64.7581709664484 |
| 2013-05-01 | 64.5792127324110 |
| 2013-06-01 | 65.8766639796495 |
| 2013-07-01 | 64.5987260703599 |
| 2013-08-01 | 65.5616239067870 |
| 2013-09-01 | 64.6325946780563 |
| 2013-10-01 | 64.0683112756739 |
| 2013-11-01 | 67.0941240315807 |
| 2013-12-01 | 65.6786266514567 |
| 2014-01-01 | 65.7134246777263 |
| 2014-02-01 | 64.5299439473430 |
| 2014-03-01 | 65.1518913135670 |
| 2014-04-01 | 66.9108443860875 |
| 2014-05-01 | 67.3059515073980 |
| 2014-06-01 | 66.6928055713337 |
| 2014-07-01 | 67.5821347460841 |
| 2014-08-01 | 67.1373999653707 |
| 2014-09-01 | 67.2917951440876 |
| 2014-10-01 | 67.3400672151759 |
| 2014-11-01 | 70.3518393656499 |
| 2014-12-01 | 70.1191890271327 |
| 2015-01-01 | 69.7293649004706 |
| 2015-02-01 | 69.0320509975835 |
| 2015-03-01 | 69.4940491209295 |
| 2015-04-01 | 69.5664624410772 |
| 2015-05-01 | 71.3173824176294 |
| 2015-06-01 | 71.7362771990160 |
| 2015-07-01 | 71.8315184586810 |
| 2015-08-01 | 71.1860527335999 |
| 2015-09-01 | 72.1434827322255 |
| 2015-10-01 | 74.6141806784500 |
| 2015-11-01 | 75.9326372217500 |
| 2015-12-01 | 75.3567012277395 |
| 2016-01-01 | 70.4254399410286 |
| 2016-02-01 | 71.3167753461546 |
| 2016-03-01 | 70.5413523078586 |
| 2016-04-01 | 69.8276523678352 |
| 2016-05-01 | 68.7007506884292 |
| 2016-06-01 | 69.1676508793530 |
| 2016-07-01 | 69.3870311456021 |
| 2016-08-01 | 70.1375131045552 |
| 2016-09-01 | 72.1174314669872 |
| 2016-10-01 | 71.1778939042739 |
| 2016-11-01 | 70.4567246611730 |
| 2016-12-01 | 72.2259652636391 |
| 2017-01-01 | 69.1718520825035 |
| 2017-02-01 | 72.1230561941874 |
| 2017-03-01 | 72.0841388052304 |
| 2017-04-01 | 72.5632093084348 |
| 2017-05-01 | 73.5124333459963 |
| 2017-06-01 | 73.8389908742534 |
| 2017-07-01 | 73.0453991200822 |
| 2017-08-01 | 73.1669844157979 |
| 2017-09-01 | 74.7281482098982 |
| 2017-10-01 | 71.4628873304211 |
| 2017-11-01 | 72.4543862986663 |
| 2017-12-01 | 72.8907602795434 |
| 2018-01-01 | 74.2234267333994 |
| 2018-02-01 | 76.3903654094717 |
| 2018-03-01 | 77.0121554528602 |
| 2018-04-01 | 77.2826014506236 |
| 2018-05-01 | 77.2762965094609 |
| 2018-06-01 | 77.2366979580718 |
| 2018-07-01 | 78.5302743642480 |
| 2018-08-01 | 78.5150030602070 |
| 2018-09-01 | 77.9665378204557 |
| 2018-10-01 | 78.6631173887323 |
| 2018-11-01 | 79.6702410581225 |
| 2018-12-01 | 78.3479065363154 |
| 2019-01-01 | 77.8088116845392 |
| 2019-02-01 | 77.3092208153629 |
| 2019-03-01 | 77.3407528590134 |
| 2019-04-01 | 78.7517712307522 |
| 2019-05-01 | 79.9178899720809 |
| 2019-06-01 | 81.0704952799379 |
| 2019-07-01 | 80.3140667622795 |
| 2019-08-01 | 80.7687609141993 |
| 2019-09-01 | 81.0945786121666 |
| 2019-10-01 | 81.5103581073077 |
| 2019-11-01 | 82.4565670474210 |
| 2019-12-01 | 80.9311447501553 |
| 2020-01-01 | 81.1387935363507 |
| 2020-02-01 | 81.0754108745605 |
| 2020-03-01 | 80.0852176847737 |
| 2020-04-01 | 67.7193431737935 |
| 2020-05-01 | 67.3483895411127 |
| 2020-06-01 | 66.8393305015841 |
| 2020-07-01 | 68.9952432878790 |
| 2020-08-01 | 70.9725520031092 |
| 2020-09-01 | 71.5995119745621 |
| 2020-10-01 | 74.1510854482836 |
| 2020-11-01 | 74.3828091962013 |
| 2020-12-01 | 76.3152424436133 |
| 2021-01-01 | 78.1504587365130 |
| 2021-02-01 | 79.3907822955173 |
| 2021-03-01 | 80.8259352432968 |
| 2021-04-01 | 80.4414188141971 |
| 2021-05-01 | 81.3261813261870 |
| 2021-06-01 | 79.9117463361170 |
| 2021-07-01 | 81.9072522717674 |
| 2021-08-01 | 82.2106757067113 |
| 2021-09-01 | 82.3444795771082 |
| 2021-10-01 | 85.1186953973267 |
| 2021-11-01 | 86.1078684738032 |
| 2021-12-01 | 87.1697502488265 |
| 2022-01-01 | 88.4328727598451 |
| 2022-02-01 | 90.9715724616893 |
| 2022-03-01 | 89.1156100095089 |
| 2022-04-01 | 89.2674481454725 |
| 2022-05-01 | 89.0323348844814 |
| 2022-06-01 | 88.1744346615442 |
| 2022-07-01 | 89.0231096685388 |
| 2022-08-01 | 87.8093602874148 |
| 2022-09-01 | 87.6609940562924 |
| 2022-10-01 | 85.6942819127852 |
| 2022-11-01 | 85.1934076077536 |
| 2022-12-01 | 84.4973734115382 |
| 2023-01-01 | 85.1535483527891 |
| 2023-02-01 | 86.3951734514706 |
| 2023-03-01 | 84.5574671746668 |
| 2023-04-01 | 84.2817305921672 |
| 2023-05-01 | 83.2370295229891 |
| 2023-06-01 | 83.0929128871052 |
| 2023-07-01 | 82.3477812812784 |
| 2023-08-01 | 81.8209237207381 |
| 2023-09-01 | 81.7589283821447 |
| 2023-10-01 | 79.9877687786191 |
| 2023-11-01 | 79.6786183927332 |
| 2023-12-01 | 79.1339131429692 |
| 2024-01-01 | 76.7144021273970 |
| 2024-02-01 | 77.5554342947545 |
| 2024-03-01 | 77.5104932456179 |
| 2024-04-01 | 76.5402317621529 |
| 2024-05-01 | 76.2362884970986 |
| 2024-06-01 | 75.8664670533964 |
| 2024-07-01 | 75.5380140572752 |
| 2024-08-01 | 74.8702623213317 |
| 2024-09-01 | 74.3838724875100 |
| 2024-10-01 | 74.4069090672110 |
| 2024-11-01 | 73.8126719833624 |
| 2024-12-01 | 72.7220418577227 |
| 2025-01-01 | 74.0477721828130 |
| 2025-02-01 | 74.3962345990174 |
| 2025-03-01 | 74.0391810655940 |
| 2025-04-01 | 74.1589661900220 |
| 2025-05-01 | 74.0176369027990 |
| 2025-06-01 | 73.5754681121909 |
| 2025-07-01 | 73.0050910821971 |
| 2025-08-01 | 72.9973851711247 |
| 2025-09-01 | 72.9018997244947 |
| 2025-10-01 | 73.0047926944621 |
| 2025-11-01 | 73.7568429906740 |
| 2025-12-01 | 72.3982489692006 |
| 2026-01-01 | 71.0599129690485 |
| 2026-02-01 | 71.0582312404026 |
| 2026-03-01 | 71.5390559749558 |
| 2026-04-01 | 71.5258650734149 |
| 2026-05-01 | 71.7288288052579 |