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 2026-07-01 |
| Last Updated | 2026-08-21 7:33 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 | 64.9834516989720 |
| 1990-02-01 | 65.6096510105567 |
| 1990-03-01 | 65.6581062434292 |
| 1990-04-01 | 66.6416418578221 |
| 1990-05-01 | 66.9043447159284 |
| 1990-06-01 | 66.5625210430368 |
| 1990-07-01 | 65.2232147351301 |
| 1990-08-01 | 65.5277147602665 |
| 1990-09-01 | 65.5779483240066 |
| 1990-10-01 | 64.8505838273643 |
| 1990-11-01 | 65.1065126075715 |
| 1990-12-01 | 64.8956246015839 |
| 1991-01-01 | 64.4644315786665 |
| 1991-02-01 | 64.0514347627645 |
| 1991-03-01 | 64.0593108486499 |
| 1991-04-01 | 62.3926934260805 |
| 1991-05-01 | 63.0230943576023 |
| 1991-06-01 | 63.0204546604742 |
| 1991-07-01 | 63.8550957255617 |
| 1991-08-01 | 64.3971142989106 |
| 1991-09-01 | 64.4228792567763 |
| 1991-10-01 | 63.1742959681507 |
| 1991-11-01 | 62.9648255694067 |
| 1991-12-01 | 63.0327190710405 |
| 1992-01-01 | 63.1901496320859 |
| 1992-02-01 | 62.9742091693254 |
| 1992-03-01 | 62.9916211856615 |
| 1992-04-01 | 62.9601060685383 |
| 1992-05-01 | 63.8463877782149 |
| 1992-06-01 | 63.8244871654180 |
| 1992-07-01 | 64.0947391248322 |
| 1992-08-01 | 64.0775960870504 |
| 1992-09-01 | 63.9104917158586 |
| 1992-10-01 | 64.7767628041194 |
| 1992-11-01 | 65.1310189792773 |
| 1992-12-01 | 65.8708360496827 |
| 1993-01-01 | 64.6426329416098 |
| 1993-02-01 | 65.2045513294888 |
| 1993-03-01 | 65.0111551389090 |
| 1993-04-01 | 66.2571010801254 |
| 1993-05-01 | 66.1270623650803 |
| 1993-06-01 | 66.8218842555695 |
| 1993-07-01 | 66.3616185269559 |
| 1993-08-01 | 66.7348855107211 |
| 1993-09-01 | 67.1925317090765 |
| 1993-10-01 | 68.1035196175487 |
| 1993-11-01 | 68.1818176247288 |
| 1993-12-01 | 68.7155952715793 |
| 1994-01-01 | 69.5645599388042 |
| 1994-02-01 | 69.7193099914587 |
| 1994-03-01 | 70.5485692911220 |
| 1994-04-01 | 70.3208401322651 |
| 1994-05-01 | 70.4176217768869 |
| 1994-06-01 | 70.4149442917716 |
| 1994-07-01 | 71.6298475112579 |
| 1994-08-01 | 71.6686952376808 |
| 1994-09-01 | 73.3378660934978 |
| 1994-10-01 | 72.5648748396190 |
| 1994-11-01 | 72.8697689697996 |
| 1994-12-01 | 73.2950328423644 |
| 1995-01-01 | 73.6089245971682 |
| 1995-02-01 | 73.6957511002003 |
| 1995-03-01 | 74.0980132399669 |
| 1995-04-01 | 74.4725564811242 |
| 1995-05-01 | 74.8539883366198 |
| 1995-06-01 | 75.4313459752173 |
| 1995-07-01 | 74.8961516153922 |
| 1995-08-01 | 75.8012460472894 |
| 1995-09-01 | 75.8368569331796 |
| 1995-10-01 | 76.1094303896758 |
| 1995-11-01 | 76.3711751771644 |
| 1995-12-01 | 78.0781702274967 |
| 1996-01-01 | 76.6383807183711 |
| 1996-02-01 | 77.7832665547111 |
| 1996-03-01 | 78.8022399795317 |
| 1996-04-01 | 77.8935704217114 |
| 1996-05-01 | 78.5096489927789 |
| 1996-06-01 | 78.5311857819063 |
| 1996-07-01 | 76.1303305722617 |
| 1996-08-01 | 76.8075725418537 |
| 1996-09-01 | 76.7090985929396 |
| 1996-10-01 | 78.8064843251337 |
| 1996-11-01 | 78.8212053529001 |
| 1996-12-01 | 78.9732571077327 |
| 1997-01-01 | 79.3934827459173 |
| 1997-02-01 | 79.6578984293199 |
| 1997-03-01 | 79.7514995991142 |
| 1997-04-01 | 79.8132282562897 |
| 1997-05-01 | 79.8081402646416 |
| 1997-06-01 | 80.0041979868369 |
| 1997-07-01 | 81.2095374152130 |
| 1997-08-01 | 81.2749693775457 |
| 1997-09-01 | 81.8852403430187 |
| 1997-10-01 | 82.2047969827857 |
| 1997-11-01 | 82.6520244623517 |
| 1997-12-01 | 83.0286766814299 |
| 1998-01-01 | 84.3696514236309 |
| 1998-02-01 | 84.2172086598668 |
| 1998-03-01 | 84.7602457835072 |
| 1998-04-01 | 86.6036354925017 |
| 1998-05-01 | 86.6913426266352 |
| 1998-06-01 | 86.9197803096691 |
| 1998-07-01 | 87.4477269230689 |
| 1998-08-01 | 87.7100762233398 |
| 1998-09-01 | 88.3110687562149 |
| 1998-10-01 | 88.1806191553848 |
| 1998-11-01 | 88.0031960542360 |
| 1998-12-01 | 88.1624975967504 |
| 1999-01-01 | 88.3689171625995 |
| 1999-02-01 | 89.4400252315094 |
| 1999-03-01 | 89.3739761149923 |
| 1999-04-01 | 87.9012647295363 |
| 1999-05-01 | 87.3699087823808 |
| 1999-06-01 | 87.7189321185418 |
| 1999-07-01 | 87.2986791154290 |
| 1999-08-01 | 87.5430351655858 |
| 1999-09-01 | 87.3952992125830 |
| 1999-10-01 | 87.1481969326706 |
| 1999-11-01 | 87.6655110169914 |
| 1999-12-01 | 86.9313258064497 |
| 2000-01-01 | 89.0352394183666 |
| 2000-02-01 | 90.0690070264457 |
| 2000-03-01 | 90.4213298987818 |
| 2000-04-01 | 91.1263966675214 |
| 2000-05-01 | 91.4614914765508 |
| 2000-06-01 | 91.6798723295368 |
| 2000-07-01 | 91.4483049229869 |
| 2000-08-01 | 90.7437625949874 |
| 2000-09-01 | 92.0118243240726 |
| 2000-10-01 | 91.8420273524168 |
| 2000-11-01 | 91.8659835672424 |
| 2000-12-01 | 91.7557593493371 |
| 2001-01-01 | 90.7947102016884 |
| 2001-02-01 | 90.0979650472644 |
| 2001-03-01 | 90.0160761255421 |
| 2001-04-01 | 89.3165924287458 |
| 2001-05-01 | 89.4272134599296 |
| 2001-06-01 | 89.4292455025117 |
| 2001-07-01 | 89.1747636811592 |
| 2001-08-01 | 88.8310588052377 |
| 2001-09-01 | 87.7650184023840 |
| 2001-10-01 | 87.0460873720903 |
| 2001-11-01 | 87.1820328389787 |
| 2001-12-01 | 87.3222063730962 |
| 2002-01-01 | 87.2048760182729 |
| 2002-02-01 | 87.7355574264001 |
| 2002-03-01 | 87.9361765326652 |
| 2002-04-01 | 87.5632110116794 |
| 2002-05-01 | 87.4951303848599 |
| 2002-06-01 | 87.0862147270267 |
| 2002-07-01 | 86.9771436695050 |
| 2002-08-01 | 86.6463858470272 |
| 2002-09-01 | 87.1012246149143 |
| 2002-10-01 | 85.5818113939136 |
| 2002-11-01 | 86.0555861351595 |
| 2002-12-01 | 85.5781416649423 |
| 2003-01-01 | 82.2231360414371 |
| 2003-02-01 | 81.2023664388836 |
| 2003-03-01 | 81.9329248079042 |
| 2003-04-01 | 82.8538501765517 |
| 2003-05-01 | 83.0323188689584 |
| 2003-06-01 | 83.1271674318501 |
| 2003-07-01 | 83.2423222154021 |
| 2003-08-01 | 83.4013670667494 |
| 2003-09-01 | 83.6745050864415 |
| 2003-10-01 | 83.8820801839583 |
| 2003-11-01 | 84.0956761722840 |
| 2003-12-01 | 84.5216996839023 |
| 2004-01-01 | 84.9559084026028 |
| 2004-02-01 | 84.7462267962940 |
| 2004-03-01 | 84.8326247166348 |
| 2004-04-01 | 85.4706716435795 |
| 2004-05-01 | 86.0871688775314 |
| 2004-06-01 | 86.7780604484543 |
| 2004-07-01 | 87.5070518198181 |
| 2004-08-01 | 88.2142103654793 |
| 2004-09-01 | 88.3030367701041 |
| 2004-10-01 | 89.4073923995592 |
| 2004-11-01 | 89.7671069986501 |
| 2004-12-01 | 90.9466637555137 |
| 2005-01-01 | 90.0885941102739 |
| 2005-02-01 | 90.4444830249245 |
| 2005-03-01 | 90.5782048169742 |
| 2005-04-01 | 91.5155089674285 |
| 2005-05-01 | 91.6655836165616 |
| 2005-06-01 | 91.9012191797575 |
| 2005-07-01 | 92.6334837484534 |
| 2005-08-01 | 92.4027216155233 |
| 2005-09-01 | 92.9128519052061 |
| 2005-10-01 | 93.2951834833710 |
| 2005-11-01 | 93.3781283977086 |
| 2005-12-01 | 93.4196080104743 |
| 2006-01-01 | 93.3161444420129 |
| 2006-02-01 | 93.2819111614782 |
| 2006-03-01 | 93.2118458839071 |
| 2006-04-01 | 92.8603569087157 |
| 2006-05-01 | 93.6333599053097 |
| 2006-06-01 | 93.8233566307461 |
| 2006-07-01 | 94.0523056973338 |
| 2006-08-01 | 94.6583224934691 |
| 2006-09-01 | 95.4874945614079 |
| 2006-10-01 | 96.4057738198517 |
| 2006-11-01 | 96.9736669139980 |
| 2006-12-01 | 97.4324345053886 |
| 2007-01-01 | 96.9607351771249 |
| 2007-02-01 | 97.3298254635073 |
| 2007-03-01 | 97.7206581019643 |
| 2007-04-01 | 97.4440689709193 |
| 2007-05-01 | 97.2380441208754 |
| 2007-06-01 | 98.2329657138672 |
| 2007-07-01 | 98.1431369117235 |
| 2007-08-01 | 98.2648042758005 |
| 2007-09-01 | 98.5451940510212 |
| 2007-10-01 | 98.1186677373000 |
| 2007-11-01 | 97.8973641262516 |
| 2007-12-01 | 98.3531639559227 |
| 2008-01-01 | 99.4335028114335 |
| 2008-02-01 | 99.7074574812869 |
| 2008-03-01 | 99.7284962099449 |
| 2008-04-01 | 99.4277658904557 |
| 2008-05-01 | 99.0609920184429 |
| 2008-06-01 | 99.2815142444408 |
| 2008-07-01 | 98.4778623530857 |
| 2008-08-01 | 98.4631586872274 |
| 2008-09-01 | 97.4438478399022 |
| 2008-10-01 | 97.2179453392585 |
| 2008-11-01 | 96.3450746308847 |
| 2008-12-01 | 95.7361927303858 |
| 2009-01-01 | 95.1631942560855 |
| 2009-02-01 | 94.4752670085784 |
| 2009-03-01 | 93.9967848816687 |
| 2009-04-01 | 92.2238096630237 |
| 2009-05-01 | 91.7421287439081 |
| 2009-06-01 | 91.1206210116743 |
| 2009-07-01 | 90.7918772716126 |
| 2009-08-01 | 90.4418632172695 |
| 2009-09-01 | 90.2573615287336 |
| 2009-10-01 | 90.2173037893546 |
| 2009-11-01 | 90.2703308849718 |
| 2009-12-01 | 90.6292026132441 |
| 2010-01-01 | 90.3547216124118 |
| 2010-02-01 | 90.0915091559779 |
| 2010-03-01 | 90.6291526966277 |
| 2010-04-01 | 91.5760254829083 |
| 2010-05-01 | 91.8187711843379 |
| 2010-06-01 | 92.0462106916924 |
| 2010-07-01 | 92.7749065405885 |
| 2010-08-01 | 92.9591894575645 |
| 2010-09-01 | 93.1445845815568 |
| 2010-10-01 | 93.1755918304444 |
| 2010-11-01 | 92.8372142833793 |
| 2010-12-01 | 93.6707248595792 |
| 2011-01-01 | 94.8815866735390 |
| 2011-02-01 | 95.3353065406929 |
| 2011-03-01 | 96.2417078465929 |
| 2011-04-01 | 96.4871953333611 |
| 2011-05-01 | 96.2659854494749 |
| 2011-06-01 | 95.7042542017658 |
| 2011-07-01 | 96.2189740745031 |
| 2011-08-01 | 96.1300044465311 |
| 2011-09-01 | 96.3812671528230 |
| 2011-10-01 | 96.1514195624253 |
| 2011-11-01 | 96.5129956626482 |
| 2011-12-01 | 95.3080670656172 |
| 2012-01-01 | 96.7486211673472 |
| 2012-02-01 | 97.4829694399834 |
| 2012-03-01 | 97.4800044881325 |
| 2012-04-01 | 98.0758821619998 |
| 2012-05-01 | 98.1752119612592 |
| 2012-06-01 | 99.1077371789109 |
| 2012-07-01 | 99.2463232583823 |
| 2012-08-01 | 99.7967566525791 |
| 2012-09-01 | 99.9023343199370 |
| 2012-10-01 | 99.6117899493297 |
| 2012-11-01 | 97.9567128808031 |
| 2012-12-01 | 98.2986617620684 |
| 2013-01-01 | 99.3330922154545 |
| 2013-02-01 | 99.5939573453186 |
| 2013-03-01 | 100.1925811684430 |
| 2013-04-01 | 98.8884063110826 |
| 2013-05-01 | 98.8093359747943 |
| 2013-06-01 | 98.9401242239691 |
| 2013-07-01 | 99.7687610647694 |
| 2013-08-01 | 100.7036308520840 |
| 2013-09-01 | 99.9355961497135 |
| 2013-10-01 | 99.5112679366580 |
| 2013-11-01 | 102.7115862588380 |
| 2013-12-01 | 102.2227395102270 |
| 2014-01-01 | 101.4394101527190 |
| 2014-02-01 | 100.0169543064960 |
| 2014-03-01 | 100.6812377889270 |
| 2014-04-01 | 101.4747216158730 |
| 2014-05-01 | 102.2878480264390 |
| 2014-06-01 | 102.2618948298680 |
| 2014-07-01 | 101.8973219616090 |
| 2014-08-01 | 101.8269342931090 |
| 2014-09-01 | 101.5989933716430 |
| 2014-10-01 | 102.1695881400200 |
| 2014-11-01 | 105.2486248485470 |
| 2014-12-01 | 105.8124832500760 |
| 2015-01-01 | 105.6371927165180 |
| 2015-02-01 | 104.7217163288930 |
| 2015-03-01 | 105.4754712884640 |
| 2015-04-01 | 106.6738400104830 |
| 2015-05-01 | 107.9180282320750 |
| 2015-06-01 | 108.4844512719720 |
| 2015-07-01 | 108.5977318842290 |
| 2015-08-01 | 108.8853168328460 |
| 2015-09-01 | 110.3168570523870 |
| 2015-10-01 | 112.0955150602460 |
| 2015-11-01 | 114.4062669785000 |
| 2015-12-01 | 115.4115745679390 |
| 2016-01-01 | 112.2634522245310 |
| 2016-02-01 | 111.9065441044540 |
| 2016-03-01 | 111.8610232587550 |
| 2016-04-01 | 112.3569164484640 |
| 2016-05-01 | 111.6295655405860 |
| 2016-06-01 | 111.1411523331390 |
| 2016-07-01 | 111.2339085677260 |
| 2016-08-01 | 111.2954592398050 |
| 2016-09-01 | 112.6863537626860 |
| 2016-10-01 | 112.9953700951480 |
| 2016-11-01 | 113.4801715960550 |
| 2016-12-01 | 116.1299309845090 |
| 2017-01-01 | 112.9751713069110 |
| 2017-02-01 | 114.2886087620500 |
| 2017-03-01 | 114.3448246440740 |
| 2017-04-01 | 113.7271519622600 |
| 2017-05-01 | 114.2048454705750 |
| 2017-06-01 | 114.9601482535890 |
| 2017-07-01 | 114.4125680106420 |
| 2017-08-01 | 114.3393711541290 |
| 2017-09-01 | 114.8032199836130 |
| 2017-10-01 | 113.9620659838670 |
| 2017-11-01 | 114.1985938273980 |
| 2017-12-01 | 115.1879154816370 |
| 2018-01-01 | 115.1635777834090 |
| 2018-02-01 | 115.7795748115410 |
| 2018-03-01 | 115.8122254748000 |
| 2018-04-01 | 115.5502583568790 |
| 2018-05-01 | 116.2165478453910 |
| 2018-06-01 | 116.5086372267450 |
| 2018-07-01 | 116.6214959094730 |
| 2018-08-01 | 117.1049372449360 |
| 2018-09-01 | 116.3357356427410 |
| 2018-10-01 | 117.1000662981640 |
| 2018-11-01 | 117.3373045231930 |
| 2018-12-01 | 116.6961605057130 |
| 2019-01-01 | 116.0876030008370 |
| 2019-02-01 | 116.8896321136000 |
| 2019-03-01 | 117.0083531724190 |
| 2019-04-01 | 117.3591587841510 |
| 2019-05-01 | 117.3643946813580 |
| 2019-06-01 | 117.8941920741930 |
| 2019-07-01 | 118.2526157693840 |
| 2019-08-01 | 118.6098542446090 |
| 2019-09-01 | 119.0663957995520 |
| 2019-10-01 | 119.0258941994280 |
| 2019-11-01 | 120.1896098843290 |
| 2019-12-01 | 119.0188126380130 |
| 2020-01-01 | 118.9095117646270 |
| 2020-02-01 | 118.4533973668900 |
| 2020-03-01 | 118.2139132581580 |
| 2020-04-01 | 111.7276432445930 |
| 2020-05-01 | 111.8930807088090 |
| 2020-06-01 | 111.3969651551200 |
| 2020-07-01 | 111.7510350202700 |
| 2020-08-01 | 111.7072754820740 |
| 2020-09-01 | 111.3653942814490 |
| 2020-10-01 | 112.9898888304490 |
| 2020-11-01 | 112.2859840940180 |
| 2020-12-01 | 113.2519667131860 |
| 2021-01-01 | 114.2468916802330 |
| 2021-02-01 | 114.5882468265990 |
| 2021-03-01 | 115.6954350864020 |
| 2021-04-01 | 116.0211196675270 |
| 2021-05-01 | 116.1672235770850 |
| 2021-06-01 | 116.7575057907480 |
| 2021-07-01 | 117.9151793490750 |
| 2021-08-01 | 118.4530132161600 |
| 2021-09-01 | 119.3153364048130 |
| 2021-10-01 | 121.4701977808250 |
| 2021-11-01 | 121.4958976984250 |
| 2021-12-01 | 122.1383762223080 |
| 2022-01-01 | 121.9797120359020 |
| 2022-02-01 | 123.8214102921760 |
| 2022-03-01 | 123.4471281456960 |
| 2022-04-01 | 123.9637512587740 |
| 2022-05-01 | 122.8639888660600 |
| 2022-06-01 | 123.0171535956060 |
| 2022-07-01 | 124.2689331204450 |
| 2022-08-01 | 124.3696161408740 |
| 2022-09-01 | 124.1856722090170 |
| 2022-10-01 | 123.4561177091400 |
| 2022-11-01 | 121.8775247475240 |
| 2022-12-01 | 122.4986066320600 |
| 2023-01-01 | 123.3338065645230 |
| 2023-02-01 | 123.0131129766870 |
| 2023-03-01 | 122.6695923980480 |
| 2023-04-01 | 122.6971522466780 |
| 2023-05-01 | 122.7961571252000 |
| 2023-06-01 | 123.2433637895890 |
| 2023-07-01 | 122.5231738520210 |
| 2023-08-01 | 122.6113339116920 |
| 2023-09-01 | 123.0848937698980 |
| 2023-10-01 | 122.4148300752650 |
| 2023-11-01 | 122.6121855594840 |
| 2023-12-01 | 123.5081786825240 |
| 2024-01-01 | 124.3068588383520 |
| 2024-02-01 | 124.6684678976840 |
| 2024-03-01 | 125.0784595331970 |
| 2024-04-01 | 124.7879388588240 |
| 2024-05-01 | 125.2312531257400 |
| 2024-06-01 | 125.2395083477640 |
| 2024-07-01 | 124.9081114532340 |
| 2024-08-01 | 124.7723751083960 |
| 2024-09-01 | 124.6935693329510 |
| 2024-10-01 | 125.2426155809890 |
| 2024-11-01 | 124.6276970179010 |
| 2024-12-01 | 124.0019303317370 |
| 2025-01-01 | 125.1917937379360 |
| 2025-02-01 | 125.4507416268880 |
| 2025-03-01 | 125.8152220852090 |
| 2025-04-01 | 125.7100821736760 |
| 2025-05-01 | 126.2003441352370 |
| 2025-06-01 | 125.4907693756660 |
| 2025-07-01 | 125.8027559500900 |
| 2025-08-01 | 125.7509551670380 |
| 2025-09-01 | 125.4769692867090 |
| 2025-10-01 | 124.6851178917810 |
| 2025-11-01 | 125.0845116661500 |
| 2025-12-01 | 124.5329984409320 |
| 2026-01-01 | 123.8357830280310 |
| 2026-02-01 | 123.3103715977680 |
| 2026-03-01 | 123.0091869873050 |
| 2026-04-01 | 123.6738122111300 |
| 2026-05-01 | 123.1193419782390 |
| 2026-06-01 | 124.0359227772350 |
| 2026-07-01 | 123.4046291401490 |