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 2026-02-01 |
| Last Updated | 2026-04-23 10:34 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 | 36.5383200934522 |
| 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 | 40.0847366578093 |
| 1993-08-01 | 40.0672033245081 |
| 1993-09-01 | 40.2643652726158 |
| 1993-10-01 | 41.1931859501949 |
| 1993-11-01 | 41.9049057682055 |
| 1993-12-01 | 41.9319013438369 |
| 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 | 47.4237470130956 |
| 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 | 54.4269863383025 |
| 1995-06-01 | 55.7421369513055 |
| 1995-07-01 | 53.4042001147098 |
| 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 | 65.2377746311681 |
| 1996-12-01 | 65.8704741637632 |
| 1997-01-01 | 67.0673774060963 |
| 1997-02-01 | 66.9112881594945 |
| 1997-03-01 | 67.0931206578135 |
| 1997-04-01 | 70.1242833044539 |
| 1997-05-01 | 69.3028605807507 |
| 1997-06-01 | 70.2074505119600 |
| 1997-07-01 | 70.2307060717415 |
| 1997-08-01 | 70.3892792907277 |
| 1997-09-01 | 71.1912313102740 |
| 1997-10-01 | 69.9631761102387 |
| 1997-11-01 | 70.9687876648109 |
| 1997-12-01 | 72.1851150064686 |
| 1998-01-01 | 74.5802463501593 |
| 1998-02-01 | 74.3883470536515 |
| 1998-03-01 | 73.7964737701257 |
| 1998-04-01 | 77.2865654528074 |
| 1998-05-01 | 77.4155307278807 |
| 1998-06-01 | 77.0883256594193 |
| 1998-07-01 | 78.0251971563807 |
| 1998-08-01 | 78.5894439457831 |
| 1998-09-01 | 79.5053267598291 |
| 1998-10-01 | 79.7969835035759 |
| 1998-11-01 | 81.1980260044484 |
| 1998-12-01 | 81.6859418023239 |
| 1999-01-01 | 80.6144819233975 |
| 1999-02-01 | 81.3472836694046 |
| 1999-03-01 | 81.2033273273083 |
| 1999-04-01 | 79.1986359768360 |
| 1999-05-01 | 79.6293941861274 |
| 1999-06-01 | 80.4711682714034 |
| 1999-07-01 | 79.8063876538563 |
| 1999-08-01 | 80.3973253176222 |
| 1999-09-01 | 79.4775745470653 |
| 1999-10-01 | 82.2072199870263 |
| 1999-11-01 | 82.5951961922285 |
| 1999-12-01 | 82.3979295468823 |
| 2000-01-01 | 83.9919677318135 |
| 2000-02-01 | 83.9165512217744 |
| 2000-03-01 | 84.6512228309971 |
| 2000-04-01 | 83.3887298317210 |
| 2000-05-01 | 82.1463670830871 |
| 2000-06-01 | 82.6983681222556 |
| 2000-07-01 | 82.4754946433115 |
| 2000-08-01 | 81.4336754674082 |
| 2000-09-01 | 81.0999074055212 |
| 2000-10-01 | 81.5649201486742 |
| 2000-11-01 | 81.5109570730693 |
| 2000-12-01 | 81.8684213855325 |
| 2001-01-01 | 77.6774781651868 |
| 2001-02-01 | 75.7630963509088 |
| 2001-03-01 | 74.6549791495872 |
| 2001-04-01 | 73.0541324751606 |
| 2001-05-01 | 72.9239013331687 |
| 2001-06-01 | 72.2612597640867 |
| 2001-07-01 | 71.1571534608121 |
| 2001-08-01 | 70.9062018253641 |
| 2001-09-01 | 69.7550831664921 |
| 2001-10-01 | 67.1939373257600 |
| 2001-11-01 | 66.0219044686902 |
| 2001-12-01 | 66.5561792569211 |
| 2002-01-01 | 66.3636796724519 |
| 2002-02-01 | 67.2144303434004 |
| 2002-03-01 | 66.8652827589932 |
| 2002-04-01 | 68.1600019121098 |
| 2002-05-01 | 67.7936278720092 |
| 2002-06-01 | 67.6464043413146 |
| 2002-07-01 | 67.7463850557870 |
| 2002-08-01 | 66.6736368328733 |
| 2002-09-01 | 66.8366514123054 |
| 2002-10-01 | 63.2742019807002 |
| 2002-11-01 | 63.1581513550076 |
| 2002-12-01 | 63.0264504920935 |
| 2003-01-01 | 62.5151255437204 |
| 2003-02-01 | 61.7063083009303 |
| 2003-03-01 | 62.6478007686510 |
| 2003-04-01 | 61.4660620110965 |
| 2003-05-01 | 61.4218893267249 |
| 2003-06-01 | 60.9848994390809 |
| 2003-07-01 | 60.6235740020885 |
| 2003-08-01 | 61.3340709831595 |
| 2003-09-01 | 61.7029493458066 |
| 2003-10-01 | 63.6114946195439 |
| 2003-11-01 | 64.5984093480203 |
| 2003-12-01 | 63.8710628839773 |
| 2004-01-01 | 64.6175516878354 |
| 2004-02-01 | 64.9650852871248 |
| 2004-03-01 | 64.0833863497811 |
| 2004-04-01 | 64.8979801919284 |
| 2004-05-01 | 65.2264668819247 |
| 2004-06-01 | 65.5763793037259 |
| 2004-07-01 | 66.5302319027834 |
| 2004-08-01 | 67.0815109941859 |
| 2004-09-01 | 65.5834878912315 |
| 2004-10-01 | 67.1465597688282 |
| 2004-11-01 | 66.8564256957854 |
| 2004-12-01 | 67.8054090579768 |
| 2005-01-01 | 67.6553008747541 |
| 2005-02-01 | 68.0228621591035 |
| 2005-03-01 | 67.2804394629198 |
| 2005-04-01 | 68.1578201420410 |
| 2005-05-01 | 68.1614046577288 |
| 2005-06-01 | 67.6489459012128 |
| 2005-07-01 | 68.2732988092880 |
| 2005-08-01 | 68.2756161302623 |
| 2005-09-01 | 69.1134945035943 |
| 2005-10-01 | 68.3833645066652 |
| 2005-11-01 | 67.6313607273276 |
| 2005-12-01 | 67.8000137859520 |
| 2006-01-01 | 68.7304895098730 |
| 2006-02-01 | 68.9736383913352 |
| 2006-03-01 | 69.6218748349496 |
| 2006-04-01 | 68.3193897519658 |
| 2006-05-01 | 69.8141669515370 |
| 2006-06-01 | 70.0728955113187 |
| 2006-07-01 | 70.2189913312818 |
| 2006-08-01 | 69.6530777271316 |
| 2006-09-01 | 69.8325111077225 |
| 2006-10-01 | 69.4307876066140 |
| 2006-11-01 | 70.2153799105965 |
| 2006-12-01 | 70.5186554434616 |
| 2007-01-01 | 70.8766790350995 |
| 2007-02-01 | 70.6972467389683 |
| 2007-03-01 | 71.5472283392294 |
| 2007-04-01 | 70.5691318451032 |
| 2007-05-01 | 70.8465363510226 |
| 2007-06-01 | 70.7162678496199 |
| 2007-07-01 | 70.2330802664746 |
| 2007-08-01 | 68.9866301837371 |
| 2007-09-01 | 68.5181826992363 |
| 2007-10-01 | 68.5384886847400 |
| 2007-11-01 | 68.1378987588192 |
| 2007-12-01 | 68.0534571672362 |
| 2008-01-01 | 67.4112731988385 |
| 2008-02-01 | 66.5689363439358 |
| 2008-03-01 | 65.5653947056411 |
| 2008-04-01 | 65.1060018907953 |
| 2008-05-01 | 64.2805259924188 |
| 2008-06-01 | 64.6778045102207 |
| 2008-07-01 | 63.4382744220711 |
| 2008-08-01 | 64.0504719294520 |
| 2008-09-01 | 62.9036586240199 |
| 2008-10-01 | 61.1605406992940 |
| 2008-11-01 | 59.0394964570573 |
| 2008-12-01 | 57.4691876201629 |
| 2009-01-01 | 53.8952919138509 |
| 2009-02-01 | 53.2225682368389 |
| 2009-03-01 | 52.3897584635497 |
| 2009-04-01 | 50.0156116000803 |
| 2009-05-01 | 49.5851722569670 |
| 2009-06-01 | 49.2780856956760 |
| 2009-07-01 | 48.2686421697894 |
| 2009-08-01 | 48.5785127298354 |
| 2009-09-01 | 48.8203166319789 |
| 2009-10-01 | 49.8376892054928 |
| 2009-11-01 | 51.1762286299599 |
| 2009-12-01 | 52.2470911190913 |
| 2010-01-01 | 51.1502983709875 |
| 2010-02-01 | 50.7127811167363 |
| 2010-03-01 | 51.8292637640160 |
| 2010-04-01 | 54.0414847249379 |
| 2010-05-01 | 54.7602410043249 |
| 2010-06-01 | 55.1312608143937 |
| 2010-07-01 | 57.0505106806608 |
| 2010-08-01 | 57.0569459271151 |
| 2010-09-01 | 57.7419061765402 |
| 2010-10-01 | 58.1999397441728 |
| 2010-11-01 | 58.6202330883822 |
| 2010-12-01 | 58.1881738574846 |
| 2011-01-01 | 58.7609932064671 |
| 2011-02-01 | 59.8518912169078 |
| 2011-03-01 | 60.1675880410490 |
| 2011-04-01 | 60.4857637833413 |
| 2011-05-01 | 59.6986231085348 |
| 2011-06-01 | 59.0387189438997 |
| 2011-07-01 | 59.3828174139444 |
| 2011-08-01 | 59.1546303772415 |
| 2011-09-01 | 60.2533684671193 |
| 2011-10-01 | 58.9671390241622 |
| 2011-11-01 | 58.0496873167900 |
| 2011-12-01 | 57.6688689323247 |
| 2012-01-01 | 59.0438518657119 |
| 2012-02-01 | 59.8642455925733 |
| 2012-03-01 | 60.5517296945945 |
| 2012-04-01 | 59.5582640351779 |
| 2012-05-01 | 60.1273749849231 |
| 2012-06-01 | 59.9670870215430 |
| 2012-07-01 | 61.0326950148378 |
| 2012-08-01 | 61.8651958959551 |
| 2012-09-01 | 62.4754719736699 |
| 2012-10-01 | 62.6605121000988 |
| 2012-11-01 | 61.2001726916464 |
| 2012-12-01 | 61.5614352444052 |
| 2013-01-01 | 64.1119934843558 |
| 2013-02-01 | 64.7243915277325 |
| 2013-03-01 | 64.3511842274564 |
| 2013-04-01 | 64.7581802505998 |
| 2013-05-01 | 64.5792242685431 |
| 2013-06-01 | 65.8766756519187 |
| 2013-07-01 | 64.5987333530154 |
| 2013-08-01 | 65.5616268047161 |
| 2013-09-01 | 64.6325388909790 |
| 2013-10-01 | 64.0682943539454 |
| 2013-11-01 | 67.0941110214982 |
| 2013-12-01 | 65.6786328571725 |
| 2014-01-01 | 65.7134574910692 |
| 2014-02-01 | 64.5299492774288 |
| 2014-03-01 | 65.1519014384953 |
| 2014-04-01 | 66.9108598370674 |
| 2014-05-01 | 67.3059684799134 |
| 2014-06-01 | 66.6928233394791 |
| 2014-07-01 | 67.5821546011287 |
| 2014-08-01 | 67.1374169422581 |
| 2014-09-01 | 67.2916598209589 |
| 2014-10-01 | 67.3400425035467 |
| 2014-11-01 | 70.3518114171797 |
| 2014-12-01 | 70.1191931541175 |
| 2015-01-01 | 69.7294364352960 |
| 2015-02-01 | 69.0320817929389 |
| 2015-03-01 | 69.4940793524824 |
| 2015-04-01 | 69.5664875429049 |
| 2015-05-01 | 71.3174069877591 |
| 2015-06-01 | 71.7363146748999 |
| 2015-07-01 | 71.8315752204484 |
| 2015-08-01 | 71.1860866040257 |
| 2015-09-01 | 72.1432085289625 |
| 2015-10-01 | 74.6140728005584 |
| 2015-11-01 | 75.9325517980944 |
| 2015-12-01 | 75.3567152380489 |
| 2016-01-01 | 70.4256464983935 |
| 2016-02-01 | 71.3169561535798 |
| 2016-03-01 | 70.5414501787658 |
| 2016-04-01 | 69.8276295241774 |
| 2016-05-01 | 68.7006385342657 |
| 2016-06-01 | 69.1673880826187 |
| 2016-07-01 | 69.3871544351341 |
| 2016-08-01 | 70.1377571603757 |
| 2016-09-01 | 72.1173745847769 |
| 2016-10-01 | 71.1780020037891 |
| 2016-11-01 | 70.4560938825505 |
| 2016-12-01 | 72.2260551291957 |
| 2017-01-01 | 69.1722154227584 |
| 2017-02-01 | 72.1235228316360 |
| 2017-03-01 | 72.0844845453014 |
| 2017-04-01 | 72.5627545323809 |
| 2017-05-01 | 73.5116475163785 |
| 2017-06-01 | 73.8381380539820 |
| 2017-07-01 | 73.0454844570471 |
| 2017-08-01 | 73.1679959813512 |
| 2017-09-01 | 74.7292469334456 |
| 2017-10-01 | 71.4630647407533 |
| 2017-11-01 | 72.4536070452350 |
| 2017-12-01 | 72.8907957953778 |
| 2018-01-01 | 74.2233657428813 |
| 2018-02-01 | 76.3904255738468 |
| 2018-03-01 | 77.0143252604480 |
| 2018-04-01 | 77.2805040708973 |
| 2018-05-01 | 77.2743761292411 |
| 2018-06-01 | 77.2349291967122 |
| 2018-07-01 | 78.5289932933506 |
| 2018-08-01 | 78.5145219470700 |
| 2018-09-01 | 77.9777724291968 |
| 2018-10-01 | 78.6612294602559 |
| 2018-11-01 | 79.6679565109840 |
| 2018-12-01 | 78.3475257126712 |
| 2019-01-01 | 77.8082904177460 |
| 2019-02-01 | 77.3071097425513 |
| 2019-03-01 | 77.3452450678214 |
| 2019-04-01 | 78.7485911672812 |
| 2019-05-01 | 79.9147074797156 |
| 2019-06-01 | 81.0677445841564 |
| 2019-07-01 | 80.3111241530331 |
| 2019-08-01 | 80.7663005156445 |
| 2019-09-01 | 81.1160053684107 |
| 2019-10-01 | 81.5094658153665 |
| 2019-11-01 | 82.4519296438307 |
| 2019-12-01 | 80.9293499061634 |
| 2020-01-01 | 81.1379411706617 |
| 2020-02-01 | 81.0681480432112 |
| 2020-03-01 | 80.0932258358952 |
| 2020-04-01 | 67.7169191901552 |
| 2020-05-01 | 67.3456552769382 |
| 2020-06-01 | 66.8368173776936 |
| 2020-07-01 | 68.9920874215796 |
| 2020-08-01 | 70.9691785326955 |
| 2020-09-01 | 71.6263351202226 |
| 2020-10-01 | 74.1504759676287 |
| 2020-11-01 | 74.3744685585956 |
| 2020-12-01 | 76.3094918760652 |
| 2021-01-01 | 78.1464736100547 |
| 2021-02-01 | 79.3752281266630 |
| 2021-03-01 | 80.8496143178179 |
| 2021-04-01 | 80.4388207557032 |
| 2021-05-01 | 81.3239307443584 |
| 2021-06-01 | 79.9102598317110 |
| 2021-07-01 | 81.9044795874324 |
| 2021-08-01 | 82.2074341427390 |
| 2021-09-01 | 82.3746676856842 |
| 2021-10-01 | 85.1199882636169 |
| 2021-11-01 | 86.0923844358158 |
| 2021-12-01 | 87.1557679897122 |
| 2022-01-01 | 88.4200977682392 |
| 2022-02-01 | 90.9447872577429 |
| 2022-03-01 | 89.1610258997486 |
| 2022-04-01 | 89.2696628668844 |
| 2022-05-01 | 89.0353375942498 |
| 2022-06-01 | 88.1758070720276 |
| 2022-07-01 | 89.0189282815908 |
| 2022-08-01 | 87.8061041343638 |
| 2022-09-01 | 87.6964020467816 |
| 2022-10-01 | 85.6992585043747 |
| 2022-11-01 | 85.1686372710045 |
| 2022-12-01 | 84.4692392643128 |
| 2023-01-01 | 85.1388660487934 |
| 2023-02-01 | 86.3288745148390 |
| 2023-03-01 | 84.6487092900893 |
| 2023-04-01 | 84.2898302674992 |
| 2023-05-01 | 83.2476400568636 |
| 2023-06-01 | 83.0944140993709 |
| 2023-07-01 | 82.3383135350966 |
| 2023-08-01 | 81.8159553310724 |
| 2023-09-01 | 81.7892435598376 |
| 2023-10-01 | 80.0094691937209 |
| 2023-11-01 | 79.6535694312642 |
| 2023-12-01 | 79.0983245702457 |
| 2024-01-01 | 76.6987143745735 |
| 2024-02-01 | 77.4541408372499 |
| 2024-03-01 | 77.6100049076567 |
| 2024-04-01 | 76.5498291988336 |
| 2024-05-01 | 76.2735132638843 |
| 2024-06-01 | 75.8677607132331 |
| 2024-07-01 | 75.5236665149495 |
| 2024-08-01 | 74.8648514162276 |
| 2024-09-01 | 74.4116317358291 |
| 2024-10-01 | 74.4426008849899 |
| 2024-11-01 | 73.7894766994416 |
| 2024-12-01 | 72.6814954888248 |
| 2025-01-01 | 74.0324428649203 |
| 2025-02-01 | 74.2507831480312 |
| 2025-03-01 | 74.1503691988489 |
| 2025-04-01 | 74.1620341149247 |
| 2025-05-01 | 74.0884175645750 |
| 2025-06-01 | 73.5757375546763 |
| 2025-07-01 | 72.9858949731544 |
| 2025-08-01 | 72.9903383005025 |
| 2025-09-01 | 72.9285958147135 |
| 2025-10-01 | 73.0552138247651 |
| 2025-11-01 | 73.7391716887564 |
| 2025-12-01 | 72.3577945110595 |
| 2026-01-01 | 71.0423963946122 |
| 2026-02-01 | 70.8953900690831 |