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 2026-07-01 |
| Last Updated | 2026-08-21 6:37 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 | 34.0404901662779 |
| 1990-02-01 | 34.5952940343719 |
| 1990-03-01 | 34.2091051502202 |
| 1990-04-01 | 34.9931618716236 |
| 1990-05-01 | 34.6964220949315 |
| 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 | 48.8115707128407 |
| 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 | 54.4269863383026 |
| 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 | 70.2307060717414 |
| 1997-08-01 | 70.3892792907277 |
| 1997-09-01 | 71.1912313102740 |
| 1997-10-01 | 69.9631761102387 |
| 1997-11-01 | 70.9687876648109 |
| 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 | 81.6859418023233 |
| 1999-01-01 | 80.6144819233967 |
| 1999-02-01 | 81.3472836694043 |
| 1999-03-01 | 81.2033273273088 |
| 1999-04-01 | 79.1986359768374 |
| 1999-05-01 | 79.6293941861301 |
| 1999-06-01 | 80.4711682714060 |
| 1999-07-01 | 79.8063876538573 |
| 1999-08-01 | 80.3973253176210 |
| 1999-09-01 | 79.4775745470626 |
| 1999-10-01 | 82.2072199870224 |
| 1999-11-01 | 82.5951961922229 |
| 1999-12-01 | 82.3979295468734 |
| 2000-01-01 | 83.9919677318039 |
| 2000-02-01 | 83.9165512217710 |
| 2000-03-01 | 84.6512228310066 |
| 2000-04-01 | 83.3887298317434 |
| 2000-05-01 | 82.1463670831263 |
| 2000-06-01 | 82.6983681222909 |
| 2000-07-01 | 82.4754946433181 |
| 2000-08-01 | 81.4336754673798 |
| 2000-09-01 | 81.0999074054736 |
| 2000-10-01 | 81.5649201486275 |
| 2000-11-01 | 81.5109570730375 |
| 2000-12-01 | 81.8684213855064 |
| 2001-01-01 | 77.6774781651689 |
| 2001-02-01 | 75.7630963509131 |
| 2001-03-01 | 74.6549791496406 |
| 2001-04-01 | 73.0541324752540 |
| 2001-05-01 | 72.9239013332983 |
| 2001-06-01 | 72.2612597641886 |
| 2001-07-01 | 71.1571534608275 |
| 2001-08-01 | 70.9062018252865 |
| 2001-09-01 | 69.7550831662607 |
| 2001-10-01 | 67.1939373256507 |
| 2001-11-01 | 66.0219044686295 |
| 2001-12-01 | 66.5561792568858 |
| 2002-01-01 | 66.3636796724350 |
| 2002-02-01 | 67.2144303434197 |
| 2002-03-01 | 66.8652827591400 |
| 2002-04-01 | 68.1600019123611 |
| 2002-05-01 | 67.7936278722519 |
| 2002-06-01 | 67.6464043414969 |
| 2002-07-01 | 67.7463850559039 |
| 2002-08-01 | 66.6736368329588 |
| 2002-09-01 | 66.8366514110661 |
| 2002-10-01 | 63.2742019808043 |
| 2002-11-01 | 63.1581513551263 |
| 2002-12-01 | 63.0264504922034 |
| 2003-01-01 | 62.5151255437416 |
| 2003-02-01 | 61.7063083008158 |
| 2003-03-01 | 62.6478007684529 |
| 2003-04-01 | 61.4660620114863 |
| 2003-05-01 | 61.4218893265176 |
| 2003-06-01 | 60.9848994392983 |
| 2003-07-01 | 60.6235740028352 |
| 2003-08-01 | 61.3340709842284 |
| 2003-09-01 | 61.7029493444952 |
| 2003-10-01 | 63.6114946201591 |
| 2003-11-01 | 64.5984093479177 |
| 2003-12-01 | 63.8710628830842 |
| 2004-01-01 | 64.6175516863272 |
| 2004-02-01 | 64.9650852852363 |
| 2004-03-01 | 64.0833863481534 |
| 2004-04-01 | 64.8979801924235 |
| 2004-05-01 | 65.2264668830968 |
| 2004-06-01 | 65.5763793082405 |
| 2004-07-01 | 66.5302319103113 |
| 2004-08-01 | 67.0815110012497 |
| 2004-09-01 | 65.5834878896901 |
| 2004-10-01 | 67.1465597627727 |
| 2004-11-01 | 66.8564256821136 |
| 2004-12-01 | 67.8054090441513 |
| 2005-01-01 | 67.6553008696015 |
| 2005-02-01 | 68.0228621633354 |
| 2005-03-01 | 67.2804394723839 |
| 2005-04-01 | 68.1578201542290 |
| 2005-05-01 | 68.1614046658203 |
| 2005-06-01 | 67.6489459091854 |
| 2005-07-01 | 68.2732988207826 |
| 2005-08-01 | 68.2756161622827 |
| 2005-09-01 | 69.1134944930484 |
| 2005-10-01 | 68.3833644768926 |
| 2005-11-01 | 67.6313606782177 |
| 2005-12-01 | 67.8000137456601 |
| 2006-01-01 | 68.7304894893851 |
| 2006-02-01 | 68.9736384217279 |
| 2006-03-01 | 69.6218748785623 |
| 2006-04-01 | 68.3193898085238 |
| 2006-05-01 | 69.8141669610908 |
| 2006-06-01 | 70.0728955170022 |
| 2006-07-01 | 70.2189913480314 |
| 2006-08-01 | 69.6530777996812 |
| 2006-09-01 | 69.8325111031270 |
| 2006-10-01 | 69.4307875718593 |
| 2006-11-01 | 70.2153797448654 |
| 2006-12-01 | 70.5186553167677 |
| 2007-01-01 | 70.8766789523945 |
| 2007-02-01 | 70.6972467811584 |
| 2007-03-01 | 71.5472286808339 |
| 2007-04-01 | 70.5691318516799 |
| 2007-05-01 | 70.8465363130825 |
| 2007-06-01 | 70.7162678497752 |
| 2007-07-01 | 70.2330803118158 |
| 2007-08-01 | 68.9866303419893 |
| 2007-09-01 | 68.5181827554317 |
| 2007-10-01 | 68.5384886561090 |
| 2007-11-01 | 68.1378984289191 |
| 2007-12-01 | 68.0534568777266 |
| 2008-01-01 | 67.4112730026351 |
| 2008-02-01 | 66.5689363916246 |
| 2008-03-01 | 65.5653953149316 |
| 2008-04-01 | 65.1060018608334 |
| 2008-05-01 | 64.2805259105843 |
| 2008-06-01 | 64.6778045073253 |
| 2008-07-01 | 63.4382745048956 |
| 2008-08-01 | 64.0504721714588 |
| 2008-09-01 | 62.9036589976938 |
| 2008-10-01 | 61.1605407024075 |
| 2008-11-01 | 59.0394960200473 |
| 2008-12-01 | 57.4691868875766 |
| 2009-01-01 | 53.8952916358847 |
| 2009-02-01 | 53.2225682511984 |
| 2009-03-01 | 52.3897591911813 |
| 2009-04-01 | 50.0156115511012 |
| 2009-05-01 | 49.5851721659220 |
| 2009-06-01 | 49.2780857370575 |
| 2009-07-01 | 48.2686423874664 |
| 2009-08-01 | 48.5785130586395 |
| 2009-09-01 | 48.8203172319027 |
| 2009-10-01 | 49.8376893580148 |
| 2009-11-01 | 51.1762285433242 |
| 2009-12-01 | 52.2470885820324 |
| 2010-01-01 | 51.1502983874437 |
| 2010-02-01 | 50.7127814106767 |
| 2010-03-01 | 51.8292647308795 |
| 2010-04-01 | 54.0414847845977 |
| 2010-05-01 | 54.7602409176064 |
| 2010-06-01 | 55.1312607665691 |
| 2010-07-01 | 57.0505107776882 |
| 2010-08-01 | 57.0569460358293 |
| 2010-09-01 | 57.7419069635832 |
| 2010-10-01 | 58.1999414074353 |
| 2010-11-01 | 58.6202331602812 |
| 2010-12-01 | 58.1881696695242 |
| 2011-01-01 | 58.7609941646901 |
| 2011-02-01 | 59.8518920303184 |
| 2011-03-01 | 60.1675889748702 |
| 2011-04-01 | 60.4857629645639 |
| 2011-05-01 | 59.6986215515537 |
| 2011-06-01 | 59.0387173745592 |
| 2011-07-01 | 59.3828166707754 |
| 2011-08-01 | 59.1546308293563 |
| 2011-09-01 | 60.2533713109254 |
| 2011-10-01 | 58.9671452011417 |
| 2011-11-01 | 58.0496863683629 |
| 2011-12-01 | 57.6688655196992 |
| 2012-01-01 | 59.0438542257519 |
| 2012-02-01 | 59.8642462545294 |
| 2012-03-01 | 60.5517287034704 |
| 2012-04-01 | 59.5582605442393 |
| 2012-05-01 | 60.1273688564260 |
| 2012-06-01 | 59.9670807662723 |
| 2012-07-01 | 61.0326926235585 |
| 2012-08-01 | 61.8651989383170 |
| 2012-09-01 | 62.4754789009083 |
| 2012-10-01 | 62.6605284193295 |
| 2012-11-01 | 61.2001717635554 |
| 2012-12-01 | 61.5614435375239 |
| 2013-01-01 | 64.1119875832172 |
| 2013-02-01 | 64.7243899599767 |
| 2013-03-01 | 64.3511783949801 |
| 2013-04-01 | 64.7581692073708 |
| 2013-05-01 | 64.5792108428362 |
| 2013-06-01 | 65.8766614267385 |
| 2013-07-01 | 64.5987220208297 |
| 2013-08-01 | 65.5616182648818 |
| 2013-09-01 | 64.6326005627779 |
| 2013-10-01 | 64.0683032430697 |
| 2013-11-01 | 67.0941021255099 |
| 2013-12-01 | 65.6786555735070 |
| 2014-01-01 | 65.7134471186069 |
| 2014-02-01 | 64.5299553753821 |
| 2014-03-01 | 65.1518990384582 |
| 2014-04-01 | 66.9108392884371 |
| 2014-05-01 | 67.3059335106203 |
| 2014-06-01 | 66.6927820490498 |
| 2014-07-01 | 67.5821171916289 |
| 2014-08-01 | 67.1373890934946 |
| 2014-09-01 | 67.2918178938679 |
| 2014-10-01 | 67.3400460835733 |
| 2014-11-01 | 70.3517990652467 |
| 2014-12-01 | 70.1192338581761 |
| 2015-01-01 | 69.7294202274842 |
| 2015-02-01 | 69.0321102759839 |
| 2015-03-01 | 69.4940988971023 |
| 2015-04-01 | 69.5664561976009 |
| 2015-05-01 | 71.3173168207785 |
| 2015-06-01 | 71.7361893032331 |
| 2015-07-01 | 71.8314636534053 |
| 2015-08-01 | 71.1860380506431 |
| 2015-09-01 | 72.1435354562506 |
| 2015-10-01 | 74.6141382643679 |
| 2015-11-01 | 75.9325378353082 |
| 2015-12-01 | 75.3567597119059 |
| 2016-01-01 | 70.4255723797523 |
| 2016-02-01 | 71.3169182875393 |
| 2016-03-01 | 70.5414931069102 |
| 2016-04-01 | 69.8277562317262 |
| 2016-05-01 | 68.7008473958337 |
| 2016-06-01 | 69.1668642037651 |
| 2016-07-01 | 69.3871267685299 |
| 2016-08-01 | 70.1375848089390 |
| 2016-09-01 | 72.1175431015758 |
| 2016-10-01 | 71.1778971355056 |
| 2016-11-01 | 70.4562256574993 |
| 2016-12-01 | 72.2261743632201 |
| 2017-01-01 | 69.1721662529688 |
| 2017-02-01 | 72.1233627345406 |
| 2017-03-01 | 72.0844134377123 |
| 2017-04-01 | 72.5635627194754 |
| 2017-05-01 | 73.5128377194015 |
| 2017-06-01 | 73.8370501752027 |
| 2017-07-01 | 73.0457240888350 |
| 2017-08-01 | 73.1671801499085 |
| 2017-09-01 | 74.7283427802073 |
| 2017-10-01 | 71.4624437533350 |
| 2017-11-01 | 72.4534536761868 |
| 2017-12-01 | 72.8912158430621 |
| 2018-01-01 | 74.2242147652117 |
| 2018-02-01 | 76.3911964762876 |
| 2018-03-01 | 77.0124494806476 |
| 2018-04-01 | 77.2835432061748 |
| 2018-05-01 | 77.2772234576498 |
| 2018-06-01 | 77.2329755303142 |
| 2018-07-01 | 78.5310800008211 |
| 2018-08-01 | 78.5154597373374 |
| 2018-09-01 | 77.9659872152811 |
| 2018-10-01 | 78.6620777511650 |
| 2018-11-01 | 79.6687438413312 |
| 2018-12-01 | 78.3485637806410 |
| 2019-01-01 | 77.8099069627858 |
| 2019-02-01 | 77.3124201272644 |
| 2019-03-01 | 77.3407864287148 |
| 2019-04-01 | 78.7529675064695 |
| 2019-05-01 | 79.9189903570200 |
| 2019-06-01 | 81.0654513090272 |
| 2019-07-01 | 80.3150275071125 |
| 2019-08-01 | 80.7692019629967 |
| 2019-09-01 | 81.0928872502650 |
| 2019-10-01 | 81.5082654201184 |
| 2019-11-01 | 82.4548386727381 |
| 2019-12-01 | 80.9315352758682 |
| 2020-01-01 | 81.1394696238993 |
| 2020-02-01 | 81.0847495585218 |
| 2020-03-01 | 80.0843479443926 |
| 2020-04-01 | 67.7203639194672 |
| 2020-05-01 | 67.3496284491542 |
| 2020-06-01 | 66.8349081539021 |
| 2020-07-01 | 68.9958861921189 |
| 2020-08-01 | 70.9718743826116 |
| 2020-09-01 | 71.5951513623349 |
| 2020-10-01 | 74.1457357101374 |
| 2020-11-01 | 74.3786586951388 |
| 2020-12-01 | 76.3141768271505 |
| 2021-01-01 | 78.1558780442171 |
| 2021-02-01 | 79.4104952703489 |
| 2021-03-01 | 80.8308235913634 |
| 2021-04-01 | 80.4468417456975 |
| 2021-05-01 | 81.3282145364847 |
| 2021-06-01 | 79.9038990562960 |
| 2021-07-01 | 81.9012183048488 |
| 2021-08-01 | 82.2015416388291 |
| 2021-09-01 | 82.3298820204156 |
| 2021-10-01 | 85.1021101697679 |
| 2021-11-01 | 86.0973124432853 |
| 2021-12-01 | 87.1669348045294 |
| 2022-01-01 | 88.4543597081060 |
| 2022-02-01 | 91.0208841358122 |
| 2022-03-01 | 89.1448241635799 |
| 2022-04-01 | 89.2890597230559 |
| 2022-05-01 | 89.0354297116266 |
| 2022-06-01 | 88.1541138426824 |
| 2022-07-01 | 88.9936740523438 |
| 2022-08-01 | 87.7756173191277 |
| 2022-09-01 | 87.6237024835290 |
| 2022-10-01 | 85.6578181278628 |
| 2022-11-01 | 85.1660077835399 |
| 2022-12-01 | 84.4933194035096 |
| 2023-01-01 | 85.2123953380881 |
| 2023-02-01 | 86.4814663915900 |
| 2023-03-01 | 84.6355034809350 |
| 2023-04-01 | 84.3740857409968 |
| 2023-05-01 | 83.2138976003943 |
| 2023-06-01 | 83.0320929214786 |
| 2023-07-01 | 82.2720468121973 |
| 2023-08-01 | 81.7515102343686 |
| 2023-09-01 | 81.6932880574310 |
| 2023-10-01 | 79.9314461215792 |
| 2023-11-01 | 79.6369487485869 |
| 2023-12-01 | 79.1395901463391 |
| 2024-01-01 | 76.8154391965575 |
| 2024-02-01 | 77.6813745034371 |
| 2024-03-01 | 77.6414252349241 |
| 2024-04-01 | 76.7158347713805 |
| 2024-05-01 | 76.1967164718699 |
| 2024-06-01 | 75.7324364129139 |
| 2024-07-01 | 75.4155932607303 |
| 2024-08-01 | 74.7682195815775 |
| 2024-09-01 | 74.2946061985556 |
| 2024-10-01 | 74.3344061756874 |
| 2024-11-01 | 73.7592180031183 |
| 2024-12-01 | 72.7395250336028 |
| 2025-01-01 | 74.1974721685534 |
| 2025-02-01 | 74.5599696814807 |
| 2025-03-01 | 74.2228230518075 |
| 2025-04-01 | 74.4325571130557 |
| 2025-05-01 | 73.9563846589053 |
| 2025-06-01 | 73.3563306907003 |
| 2025-07-01 | 72.8338607342845 |
| 2025-08-01 | 72.8651199009339 |
| 2025-09-01 | 72.7896452950509 |
| 2025-10-01 | 72.9198317338342 |
| 2025-11-01 | 73.6975106083692 |
| 2025-12-01 | 72.4315658742983 |
| 2026-01-01 | 71.2415810431016 |
| 2026-02-01 | 71.2475009419640 |
| 2026-03-01 | 71.7577213911982 |
| 2026-04-01 | 71.8576476443172 |
| 2026-05-01 | 73.2602254643464 |
| 2026-06-01 | 74.7201233108441 |
| 2026-07-01 | 74.2443587495098 |