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 2025-12-01 |
| Last Updated | 2026-01-28 3:54 AM CST |
| 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 | 64.9834503659029 |
| 1990-02-01 | 65.6096496066417 |
| 1990-03-01 | 65.6581190126114 |
| 1990-04-01 | 66.6416440119999 |
| 1990-05-01 | 66.9043476616441 |
| 1990-06-01 | 66.5625244015416 |
| 1990-07-01 | 65.2232128497566 |
| 1990-08-01 | 65.5277215771584 |
| 1990-09-01 | 65.5779433278061 |
| 1990-10-01 | 64.8505802298628 |
| 1990-11-01 | 65.1065081416061 |
| 1990-12-01 | 64.8956135083508 |
| 1991-01-01 | 64.4644281293362 |
| 1991-02-01 | 64.0514328604724 |
| 1991-03-01 | 64.0593271195757 |
| 1991-04-01 | 62.3926962297899 |
| 1991-05-01 | 63.0230963376365 |
| 1991-06-01 | 63.0204709639409 |
| 1991-07-01 | 63.8550894282546 |
| 1991-08-01 | 64.3971150809901 |
| 1991-09-01 | 64.4228720191791 |
| 1991-10-01 | 63.1742886744158 |
| 1991-11-01 | 62.9648171431373 |
| 1991-12-01 | 63.0327053081756 |
| 1992-01-01 | 63.1901440984685 |
| 1992-02-01 | 62.9742087106387 |
| 1992-03-01 | 62.9916453862119 |
| 1992-04-01 | 62.9601166840455 |
| 1992-05-01 | 63.8463964203052 |
| 1992-06-01 | 63.8245219746937 |
| 1992-07-01 | 64.0947196450589 |
| 1992-08-01 | 64.0775879971848 |
| 1992-09-01 | 63.9104768520176 |
| 1992-10-01 | 64.7767460807618 |
| 1992-11-01 | 65.1310026457843 |
| 1992-12-01 | 65.8708159175515 |
| 1993-01-01 | 64.6426223289666 |
| 1993-02-01 | 65.2045521865009 |
| 1993-03-01 | 65.0112018367011 |
| 1993-04-01 | 66.2571228722254 |
| 1993-05-01 | 66.1270909660014 |
| 1993-06-01 | 66.8219705402043 |
| 1993-07-01 | 66.3615526100841 |
| 1993-08-01 | 66.7348506148838 |
| 1993-09-01 | 67.1925083055877 |
| 1993-10-01 | 68.1034866847669 |
| 1993-11-01 | 68.1817897692503 |
| 1993-12-01 | 68.7155701584096 |
| 1994-01-01 | 69.5645480973502 |
| 1994-02-01 | 69.7193153991862 |
| 1994-03-01 | 70.5486488000456 |
| 1994-04-01 | 70.3208803477890 |
| 1994-05-01 | 70.4176795713145 |
| 1994-06-01 | 70.4150745018316 |
| 1994-07-01 | 71.6297286668861 |
| 1994-08-01 | 71.6686289011346 |
| 1994-09-01 | 73.3378277876859 |
| 1994-10-01 | 72.5648222906215 |
| 1994-11-01 | 72.8697287509938 |
| 1994-12-01 | 73.2950054115324 |
| 1995-01-01 | 73.6089109774423 |
| 1995-02-01 | 73.6957652229256 |
| 1995-03-01 | 74.0981212583611 |
| 1995-04-01 | 74.4726207240878 |
| 1995-05-01 | 74.8540715396832 |
| 1995-06-01 | 75.4315206222342 |
| 1995-07-01 | 74.8959848115423 |
| 1995-08-01 | 75.8011456628735 |
| 1995-09-01 | 75.8368072166724 |
| 1995-10-01 | 76.1093615909398 |
| 1995-11-01 | 76.3711264174252 |
| 1995-12-01 | 78.0781437877486 |
| 1996-01-01 | 76.6383674214271 |
| 1996-02-01 | 77.7832972149404 |
| 1996-03-01 | 78.8023699009088 |
| 1996-04-01 | 77.8936527752792 |
| 1996-05-01 | 78.5097423503178 |
| 1996-06-01 | 78.5313500771856 |
| 1996-07-01 | 76.1301591844061 |
| 1996-08-01 | 76.8074653918557 |
| 1996-09-01 | 76.7090417413994 |
| 1996-10-01 | 78.8064140919392 |
| 1996-11-01 | 78.8211624909781 |
| 1996-12-01 | 78.9732162182645 |
| 1997-01-01 | 79.3934708498980 |
| 1997-02-01 | 79.6579419189172 |
| 1997-03-01 | 79.7516355673496 |
| 1997-04-01 | 79.8133133746616 |
| 1997-05-01 | 79.8082304540555 |
| 1997-06-01 | 80.0043441031542 |
| 1997-07-01 | 81.2093724220987 |
| 1997-08-01 | 81.2748578431802 |
| 1997-09-01 | 81.8851822092811 |
| 1997-10-01 | 82.2047243299654 |
| 1997-11-01 | 82.6519791386828 |
| 1997-12-01 | 83.0286100287032 |
| 1998-01-01 | 84.3696475826592 |
| 1998-02-01 | 84.2172760035765 |
| 1998-03-01 | 84.7603945629678 |
| 1998-04-01 | 86.6037295960135 |
| 1998-05-01 | 86.6914277288085 |
| 1998-06-01 | 86.9198856838253 |
| 1998-07-01 | 87.4476147909012 |
| 1998-08-01 | 87.7099703916348 |
| 1998-09-01 | 88.3109780608373 |
| 1998-10-01 | 88.1805676985543 |
| 1998-11-01 | 88.0031023257578 |
| 1998-12-01 | 88.1623747981415 |
| 1999-01-01 | 88.3689267049025 |
| 1999-02-01 | 89.4401390429887 |
| 1999-03-01 | 89.3741532061954 |
| 1999-04-01 | 87.9013835350445 |
| 1999-05-01 | 87.3699958937105 |
| 1999-06-01 | 87.7190241471820 |
| 1999-07-01 | 87.2986319261479 |
| 1999-08-01 | 87.5429145623251 |
| 1999-09-01 | 87.3952035732621 |
| 1999-10-01 | 87.1481620642271 |
| 1999-11-01 | 87.6652524791954 |
| 1999-12-01 | 86.9309512462508 |
| 2000-01-01 | 89.0355141035683 |
| 2000-02-01 | 90.0691881160212 |
| 2000-03-01 | 90.4215481885262 |
| 2000-04-01 | 91.1265803359744 |
| 2000-05-01 | 91.4616135743817 |
| 2000-06-01 | 91.6799482245048 |
| 2000-07-01 | 91.4482919022117 |
| 2000-08-01 | 90.7436133655966 |
| 2000-09-01 | 92.0116952066343 |
| 2000-10-01 | 91.8419813851091 |
| 2000-11-01 | 91.8655171987686 |
| 2000-12-01 | 91.7550882008221 |
| 2001-01-01 | 90.7952713207666 |
| 2001-02-01 | 90.0982300838176 |
| 2001-03-01 | 90.0163291556984 |
| 2001-04-01 | 89.3168578333797 |
| 2001-05-01 | 89.4273874974728 |
| 2001-06-01 | 89.4293364657891 |
| 2001-07-01 | 89.1747374029307 |
| 2001-08-01 | 88.8308684810222 |
| 2001-09-01 | 87.7648805312349 |
| 2001-10-01 | 87.0460121570011 |
| 2001-11-01 | 87.1814292341752 |
| 2001-12-01 | 87.3213088126557 |
| 2002-01-01 | 87.2056887489349 |
| 2002-02-01 | 87.7358863421831 |
| 2002-03-01 | 87.9364578954384 |
| 2002-04-01 | 87.5635472076272 |
| 2002-05-01 | 87.4953422248161 |
| 2002-06-01 | 87.0862946543182 |
| 2002-07-01 | 86.9770898878033 |
| 2002-08-01 | 86.6461790171046 |
| 2002-09-01 | 87.1010506880271 |
| 2002-10-01 | 85.5817193459676 |
| 2002-11-01 | 86.0549506867356 |
| 2002-12-01 | 85.5772328355404 |
| 2003-01-01 | 82.2239176786262 |
| 2003-02-01 | 81.2026947179911 |
| 2003-03-01 | 81.9331753284202 |
| 2003-04-01 | 82.8542411363893 |
| 2003-05-01 | 83.0325159727543 |
| 2003-06-01 | 83.1272293361295 |
| 2003-07-01 | 83.2422563549158 |
| 2003-08-01 | 83.4011687415381 |
| 2003-09-01 | 83.6743531696770 |
| 2003-10-01 | 83.8819873070985 |
| 2003-11-01 | 84.0950981854585 |
| 2003-12-01 | 84.5207969421280 |
| 2004-01-01 | 84.9567113586941 |
| 2004-02-01 | 84.7465362349995 |
| 2004-03-01 | 84.8328494478175 |
| 2004-04-01 | 85.4710935401921 |
| 2004-05-01 | 86.0873263138272 |
| 2004-06-01 | 86.7780889507506 |
| 2004-07-01 | 87.5069713359702 |
| 2004-08-01 | 88.2140438282978 |
| 2004-09-01 | 88.3028977486460 |
| 2004-10-01 | 89.4073018758073 |
| 2004-11-01 | 89.7666530145149 |
| 2004-12-01 | 90.9459436906228 |
| 2005-01-01 | 90.0891772517887 |
| 2005-02-01 | 90.4447350405363 |
| 2005-03-01 | 90.5783640658806 |
| 2005-04-01 | 91.5159320061564 |
| 2005-05-01 | 91.6656748048317 |
| 2005-06-01 | 91.9012248723734 |
| 2005-07-01 | 92.6334140881259 |
| 2005-08-01 | 92.4026078575203 |
| 2005-09-01 | 92.9127494809458 |
| 2005-10-01 | 93.2951207111463 |
| 2005-11-01 | 93.3778469721688 |
| 2005-12-01 | 93.4191350864350 |
| 2006-01-01 | 93.3164645352850 |
| 2006-02-01 | 93.2820717577059 |
| 2006-03-01 | 93.2119500895838 |
| 2006-04-01 | 92.8606862740226 |
| 2006-05-01 | 93.6333818850399 |
| 2006-06-01 | 93.8233502574795 |
| 2006-07-01 | 94.0522606070037 |
| 2006-08-01 | 94.6582707663272 |
| 2006-09-01 | 95.4874219248145 |
| 2006-10-01 | 96.4057527310236 |
| 2006-11-01 | 96.9735291114017 |
| 2006-12-01 | 97.4322544054152 |
| 2007-01-01 | 96.9607634620773 |
| 2007-02-01 | 97.3299018769026 |
| 2007-03-01 | 97.7207116264163 |
| 2007-04-01 | 97.4442933216246 |
| 2007-05-01 | 97.2380228694409 |
| 2007-06-01 | 98.2329753714581 |
| 2007-07-01 | 98.1431352388533 |
| 2007-08-01 | 98.2648004766555 |
| 2007-09-01 | 98.5451829368612 |
| 2007-10-01 | 98.1186828205287 |
| 2007-11-01 | 97.8972569330843 |
| 2007-12-01 | 98.3530198463323 |
| 2008-01-01 | 99.4335052604630 |
| 2008-02-01 | 99.7074854985049 |
| 2008-03-01 | 99.7285350964627 |
| 2008-04-01 | 99.4278714319569 |
| 2008-05-01 | 99.0609743429307 |
| 2008-06-01 | 99.2815461589189 |
| 2008-07-01 | 98.4778988073648 |
| 2008-08-01 | 98.4631988700447 |
| 2008-09-01 | 97.4438773445099 |
| 2008-10-01 | 97.2179550435076 |
| 2008-11-01 | 96.3449540338341 |
| 2008-12-01 | 95.7360191127803 |
| 2009-01-01 | 95.1631893012408 |
| 2009-02-01 | 94.4752978255876 |
| 2009-03-01 | 93.9968207386135 |
| 2009-04-01 | 92.2238241813047 |
| 2009-05-01 | 91.7421403131690 |
| 2009-06-01 | 91.1206796896046 |
| 2009-07-01 | 90.7919540184540 |
| 2009-08-01 | 90.4419462248873 |
| 2009-09-01 | 90.2574691517900 |
| 2009-10-01 | 90.2173608012203 |
| 2009-11-01 | 90.2700952537078 |
| 2009-12-01 | 90.6288126396804 |
| 2010-01-01 | 90.3547427175522 |
| 2010-02-01 | 90.0915464317776 |
| 2010-03-01 | 90.6292761606285 |
| 2010-04-01 | 91.5759918242209 |
| 2010-05-01 | 91.8188381554404 |
| 2010-06-01 | 92.0463353048406 |
| 2010-07-01 | 92.7750833980667 |
| 2010-08-01 | 92.9593022769581 |
| 2010-09-01 | 93.1447953330067 |
| 2010-10-01 | 93.1756283872376 |
| 2010-11-01 | 92.8367933649223 |
| 2010-12-01 | 93.6699927332856 |
| 2011-01-01 | 94.8815370065106 |
| 2011-02-01 | 95.3354136471162 |
| 2011-03-01 | 96.2419883498523 |
| 2011-04-01 | 96.4872041928175 |
| 2011-05-01 | 96.2661538287256 |
| 2011-06-01 | 95.7045093269706 |
| 2011-07-01 | 96.2192769155415 |
| 2011-08-01 | 96.1301560289838 |
| 2011-09-01 | 96.3816623971445 |
| 2011-10-01 | 96.1516679569760 |
| 2011-11-01 | 96.5118739696404 |
| 2011-12-01 | 95.3067736880530 |
| 2012-01-01 | 96.7484182101006 |
| 2012-02-01 | 97.4831921659166 |
| 2012-03-01 | 97.4805903294439 |
| 2012-04-01 | 98.0761504525736 |
| 2012-05-01 | 98.1756203308480 |
| 2012-06-01 | 99.1082808135875 |
| 2012-07-01 | 99.2469506248254 |
| 2012-08-01 | 99.7965957042897 |
| 2012-09-01 | 99.9029212876730 |
| 2012-10-01 | 99.6121067437355 |
| 2012-11-01 | 97.9549465033783 |
| 2012-12-01 | 98.2961522911420 |
| 2013-01-01 | 99.3326604008990 |
| 2013-02-01 | 99.5948177420647 |
| 2013-03-01 | 100.1936534569410 |
| 2013-04-01 | 98.8890574389481 |
| 2013-05-01 | 98.8100501296660 |
| 2013-06-01 | 98.9409729729628 |
| 2013-07-01 | 99.7696606284557 |
| 2013-08-01 | 100.7029850593090 |
| 2013-09-01 | 99.9363459675719 |
| 2013-10-01 | 99.5117600769470 |
| 2013-11-01 | 102.7092750381650 |
| 2013-12-01 | 102.2181661343860 |
| 2014-01-01 | 101.4391123839220 |
| 2014-02-01 | 100.0182569213060 |
| 2014-03-01 | 100.6829529997860 |
| 2014-04-01 | 101.4759291389540 |
| 2014-05-01 | 102.2889901717400 |
| 2014-06-01 | 102.2630510248980 |
| 2014-07-01 | 101.8984684533330 |
| 2014-08-01 | 101.8257602731840 |
| 2014-09-01 | 101.5997881693070 |
| 2014-10-01 | 102.1699692591580 |
| 2014-11-01 | 105.2463716256030 |
| 2014-12-01 | 105.8059904694190 |
| 2015-01-01 | 105.6368553299270 |
| 2015-02-01 | 104.7233508440620 |
| 2015-03-01 | 105.4777153569620 |
| 2015-04-01 | 106.6756200976690 |
| 2015-05-01 | 107.9196751712150 |
| 2015-06-01 | 108.4859414332000 |
| 2015-07-01 | 108.5990485824220 |
| 2015-08-01 | 108.8839778228120 |
| 2015-09-01 | 110.3176047127480 |
| 2015-10-01 | 112.0959182245260 |
| 2015-11-01 | 114.4041062455840 |
| 2015-12-01 | 115.4037667128010 |
| 2016-01-01 | 112.2616214473270 |
| 2016-02-01 | 111.9080333900760 |
| 2016-03-01 | 111.8636792979060 |
| 2016-04-01 | 112.3595225723380 |
| 2016-05-01 | 111.6322049316830 |
| 2016-06-01 | 111.1437096671400 |
| 2016-07-01 | 111.2359042652860 |
| 2016-08-01 | 111.2939287260110 |
| 2016-09-01 | 112.6858111174500 |
| 2016-10-01 | 112.9938242451040 |
| 2016-11-01 | 113.4782388066650 |
| 2016-12-01 | 116.1224209839660 |
| 2017-01-01 | 112.9725507230720 |
| 2017-02-01 | 114.2912237413220 |
| 2017-03-01 | 114.3476708181130 |
| 2017-04-01 | 113.7313558327920 |
| 2017-05-01 | 114.2082371135090 |
| 2017-06-01 | 114.9631551056320 |
| 2017-07-01 | 114.4147201885070 |
| 2017-08-01 | 114.3379548484560 |
| 2017-09-01 | 114.8013436028500 |
| 2017-10-01 | 113.9531438203960 |
| 2017-11-01 | 114.1970914569370 |
| 2017-12-01 | 115.1829915471680 |
| 2018-01-01 | 115.1627646902250 |
| 2018-02-01 | 115.7857803157050 |
| 2018-03-01 | 115.8169107095370 |
| 2018-04-01 | 115.5560487804180 |
| 2018-05-01 | 116.2191258933770 |
| 2018-06-01 | 116.5094295204840 |
| 2018-07-01 | 116.6226519441370 |
| 2018-08-01 | 117.1051124316020 |
| 2018-09-01 | 116.3364207486090 |
| 2018-10-01 | 117.0679813474430 |
| 2018-11-01 | 117.3399561080850 |
| 2018-12-01 | 116.6954897909930 |
| 2019-01-01 | 116.0882326558260 |
| 2019-02-01 | 116.9166382511450 |
| 2019-03-01 | 117.0127477815240 |
| 2019-04-01 | 117.3707858963180 |
| 2019-05-01 | 117.3642835763900 |
| 2019-06-01 | 117.8710073974700 |
| 2019-07-01 | 118.2599211588200 |
| 2019-08-01 | 118.6129283083910 |
| 2019-09-01 | 119.0663034447700 |
| 2019-10-01 | 118.9655391070540 |
| 2019-11-01 | 120.2005135486700 |
| 2019-12-01 | 119.0224170176400 |
| 2020-01-01 | 118.9149266749730 |
| 2020-02-01 | 118.5080798114040 |
| 2020-03-01 | 118.2245609532860 |
| 2020-04-01 | 111.7462529191830 |
| 2020-05-01 | 111.8903005485310 |
| 2020-06-01 | 111.3479824623050 |
| 2020-07-01 | 111.7588171595080 |
| 2020-08-01 | 111.7060796815020 |
| 2020-09-01 | 111.3596039135650 |
| 2020-10-01 | 112.9013326862260 |
| 2020-11-01 | 112.3070354195230 |
| 2020-12-01 | 113.2625925907230 |
| 2021-01-01 | 114.2638113014870 |
| 2021-02-01 | 114.6738621547810 |
| 2021-03-01 | 115.7184804257320 |
| 2021-04-01 | 116.0503486039390 |
| 2021-05-01 | 116.1641405158320 |
| 2021-06-01 | 116.6730338007620 |
| 2021-07-01 | 117.9231714652120 |
| 2021-08-01 | 118.4432541327680 |
| 2021-09-01 | 119.2622938082770 |
| 2021-10-01 | 121.3504067006020 |
| 2021-11-01 | 121.5341629568050 |
| 2021-12-01 | 122.1858130123850 |
| 2022-01-01 | 121.9942481107920 |
| 2022-02-01 | 123.9571160802090 |
| 2022-03-01 | 123.5043484774020 |
| 2022-04-01 | 124.0137669519110 |
| 2022-05-01 | 122.8622253252840 |
| 2022-06-01 | 122.8881462241600 |
| 2022-07-01 | 124.2578074947690 |
| 2022-08-01 | 124.3298164634110 |
| 2022-09-01 | 124.0680312833380 |
| 2022-10-01 | 123.3042811395670 |
| 2022-11-01 | 121.9608269826300 |
| 2022-12-01 | 122.6088171389370 |
| 2023-01-01 | 123.3493562023060 |
| 2023-02-01 | 123.1759629874140 |
| 2023-03-01 | 122.7346128845810 |
| 2023-04-01 | 122.8008033547010 |
| 2023-05-01 | 122.7741618519350 |
| 2023-06-01 | 123.0867179894120 |
| 2023-07-01 | 122.4775682770960 |
| 2023-08-01 | 122.5337636125370 |
| 2023-09-01 | 122.8894123511420 |
| 2023-10-01 | 122.2623633843430 |
| 2023-11-01 | 122.7620526883170 |
| 2023-12-01 | 123.7084909145930 |
| 2024-01-01 | 124.2942057228320 |
| 2024-02-01 | 124.8331795641280 |
| 2024-03-01 | 125.1430223392560 |
| 2024-04-01 | 124.9554265416610 |
| 2024-05-01 | 124.9836161031020 |
| 2024-06-01 | 124.7805720932870 |
| 2024-07-01 | 124.3222654800020 |
| 2024-08-01 | 124.1484294045420 |
| 2024-09-01 | 124.4386279126480 |
| 2024-10-01 | 124.4910802917140 |
| 2024-11-01 | 123.7585644786050 |
| 2024-12-01 | 123.5866740417040 |
| 2025-01-01 | 123.7431222530250 |
| 2025-02-01 | 123.2641669641430 |
| 2025-03-01 | 123.6367285798800 |
| 2025-04-01 | 123.9385330022040 |
| 2025-05-01 | 124.6266201959290 |
| 2025-06-01 | 124.5580305391730 |
| 2025-07-01 | 124.7885651521920 |
| 2025-08-01 | 124.8955053669930 |
| 2025-09-01 | 124.5686796579770 |
| 2025-10-01 | 124.0519818862620 |
| 2025-11-01 | 124.2715544363470 |
| 2025-12-01 | 124.1951351268650 |