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 2026-01-01 |
| Last Updated | 2026-04-10 4:07 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 | 64.9834493461952 |
| 1990-02-01 | 65.6096485251534 |
| 1990-03-01 | 65.6581287910012 |
| 1990-04-01 | 66.6416456875058 |
| 1990-05-01 | 66.9043499525332 |
| 1990-06-01 | 66.5625270120951 |
| 1990-07-01 | 65.2232113931385 |
| 1990-08-01 | 65.5277268316301 |
| 1990-09-01 | 65.5779393912619 |
| 1990-10-01 | 64.8505774607641 |
| 1990-11-01 | 65.1065047219036 |
| 1990-12-01 | 64.8956050145784 |
| 1991-01-01 | 64.4644254840119 |
| 1991-02-01 | 64.0514313997177 |
| 1991-03-01 | 64.0593395892726 |
| 1991-04-01 | 62.3926984063478 |
| 1991-05-01 | 63.0230978766766 |
| 1991-06-01 | 63.0204835909229 |
| 1991-07-01 | 63.8550845478300 |
| 1991-08-01 | 64.3971156602189 |
| 1991-09-01 | 64.4228663441146 |
| 1991-10-01 | 63.1742830525277 |
| 1991-11-01 | 62.9648106821194 |
| 1991-12-01 | 63.0326947694229 |
| 1992-01-01 | 63.1901398633208 |
| 1992-02-01 | 62.9742083687900 |
| 1992-03-01 | 62.9916639553523 |
| 1992-04-01 | 62.9601248872423 |
| 1992-05-01 | 63.8464031066730 |
| 1992-06-01 | 63.8245489293457 |
| 1992-07-01 | 64.0947045187079 |
| 1992-08-01 | 64.0775816953061 |
| 1992-09-01 | 63.9104652775806 |
| 1992-10-01 | 64.7767331794516 |
| 1992-11-01 | 65.1309900636301 |
| 1992-12-01 | 65.8708005051718 |
| 1993-01-01 | 64.6426144115222 |
| 1993-02-01 | 65.2045529008640 |
| 1993-03-01 | 65.0112374495971 |
| 1993-04-01 | 66.2571397536637 |
| 1993-05-01 | 66.1271131150622 |
| 1993-06-01 | 66.8220373521642 |
| 1993-07-01 | 66.3615014216346 |
| 1993-08-01 | 66.7348234961225 |
| 1993-09-01 | 67.1924902323787 |
| 1993-10-01 | 68.1034613320387 |
| 1993-11-01 | 68.1817682689141 |
| 1993-12-01 | 68.7155510014887 |
| 1994-01-01 | 69.5645395492975 |
| 1994-02-01 | 69.7193196528704 |
| 1994-03-01 | 70.5487092915296 |
| 1994-04-01 | 70.3209114577364 |
| 1994-05-01 | 70.4177243003016 |
| 1994-06-01 | 70.4151753255415 |
| 1994-07-01 | 71.6296363657841 |
| 1994-08-01 | 71.6685773347439 |
| 1994-09-01 | 73.3377983190263 |
| 1994-10-01 | 72.5647819217970 |
| 1994-11-01 | 72.8696977542773 |
| 1994-12-01 | 73.2949845546941 |
| 1995-01-01 | 73.6089018352090 |
| 1995-02-01 | 73.6957760842046 |
| 1995-03-01 | 74.0982032438920 |
| 1995-04-01 | 74.4726698806543 |
| 1995-05-01 | 74.8541359977180 |
| 1995-06-01 | 75.4316558905802 |
| 1995-07-01 | 74.8958552699020 |
| 1995-08-01 | 75.8010675995592 |
| 1995-09-01 | 75.8367690964213 |
| 1995-10-01 | 76.1093089018729 |
| 1995-11-01 | 76.3710890403818 |
| 1995-12-01 | 78.0781240396422 |
| 1996-01-01 | 76.6383595178217 |
| 1996-02-01 | 77.7833202335342 |
| 1996-03-01 | 78.8024677453260 |
| 1996-04-01 | 77.8937155667338 |
| 1996-05-01 | 78.5098148881731 |
| 1996-06-01 | 78.5314774578498 |
| 1996-07-01 | 76.1300261273417 |
| 1996-08-01 | 76.8073821287670 |
| 1996-09-01 | 76.7089980628362 |
| 1996-10-01 | 78.8063600744035 |
| 1996-11-01 | 78.8211292958795 |
| 1996-12-01 | 78.9731875905503 |
| 1997-01-01 | 79.3934645208523 |
| 1997-02-01 | 79.6579739257228 |
| 1997-03-01 | 79.7517369482544 |
| 1997-04-01 | 79.8133777202362 |
| 1997-05-01 | 79.8083002924636 |
| 1997-06-01 | 80.0044570806648 |
| 1997-07-01 | 81.2092440343530 |
| 1997-08-01 | 81.2747714931868 |
| 1997-09-01 | 81.8851380060796 |
| 1997-10-01 | 82.2046694782336 |
| 1997-11-01 | 82.6519452267161 |
| 1997-12-01 | 83.0285651254074 |
| 1998-01-01 | 84.3696471623422 |
| 1998-02-01 | 84.2173241368216 |
| 1998-03-01 | 84.7605028669860 |
| 1998-04-01 | 86.6037989314232 |
| 1998-05-01 | 86.6914921248349 |
| 1998-06-01 | 86.9199657587343 |
| 1998-07-01 | 87.4475269420996 |
| 1998-08-01 | 87.7098901656925 |
| 1998-09-01 | 88.3109126321180 |
| 1998-10-01 | 88.1805290091422 |
| 1998-11-01 | 88.0030372912372 |
| 1998-12-01 | 88.1622929136923 |
| 1999-01-01 | 88.3689350360880 |
| 1999-02-01 | 89.4402178097459 |
| 1999-03-01 | 89.3742776362755 |
| 1999-04-01 | 87.9014671985809 |
| 1999-05-01 | 87.3700580599462 |
| 1999-06-01 | 87.7190901380699 |
| 1999-07-01 | 87.2985939006745 |
| 1999-08-01 | 87.5428279746880 |
| 1999-09-01 | 87.3951359769890 |
| 1999-10-01 | 87.1481371919544 |
| 1999-11-01 | 87.6650785427583 |
| 1999-12-01 | 86.9307012659760 |
| 2000-01-01 | 89.0356990481661 |
| 2000-02-01 | 90.0693111861310 |
| 2000-03-01 | 90.4216971655060 |
| 2000-04-01 | 91.1267054338939 |
| 2000-05-01 | 91.4616963481415 |
| 2000-06-01 | 91.6799989464081 |
| 2000-07-01 | 91.4482818939975 |
| 2000-08-01 | 90.7435111792016 |
| 2000-09-01 | 92.0116058052755 |
| 2000-10-01 | 91.8419512256797 |
| 2000-11-01 | 91.8652050402137 |
| 2000-12-01 | 91.7546397797349 |
| 2001-01-01 | 90.7956468590587 |
| 2001-02-01 | 90.0984080949067 |
| 2001-03-01 | 90.0165000351638 |
| 2001-04-01 | 89.3170357750494 |
| 2001-05-01 | 89.4275039314623 |
| 2001-06-01 | 89.4293971114117 |
| 2001-07-01 | 89.1747194028258 |
| 2001-08-01 | 88.8307403010888 |
| 2001-09-01 | 87.7647863903885 |
| 2001-10-01 | 87.0459631421815 |
| 2001-11-01 | 87.1810257832202 |
| 2001-12-01 | 87.3207091077330 |
| 2002-01-01 | 87.2062321672835 |
| 2002-02-01 | 87.7361064961124 |
| 2002-03-01 | 87.9366467273033 |
| 2002-04-01 | 87.5637719425311 |
| 2002-05-01 | 87.4954838179313 |
| 2002-06-01 | 87.0863479413214 |
| 2002-07-01 | 86.9770535571354 |
| 2002-08-01 | 86.6460399905458 |
| 2002-09-01 | 87.1009325639141 |
| 2002-10-01 | 85.5816590593575 |
| 2002-11-01 | 86.0545265171940 |
| 2002-12-01 | 85.5766261744832 |
| 2003-01-01 | 82.2244406503000 |
| 2003-02-01 | 81.2029144010613 |
| 2003-03-01 | 81.9333431569839 |
| 2003-04-01 | 82.8545016023647 |
| 2003-05-01 | 83.0326483131795 |
| 2003-06-01 | 83.1272707055516 |
| 2003-07-01 | 83.2422112841199 |
| 2003-08-01 | 83.4010346558741 |
| 2003-09-01 | 83.6742491966859 |
| 2003-10-01 | 83.8819256468959 |
| 2003-11-01 | 84.0947128133930 |
| 2003-12-01 | 84.5201977790562 |
| 2004-01-01 | 84.9572490905934 |
| 2004-02-01 | 84.7467434863625 |
| 2004-03-01 | 84.8329990132905 |
| 2004-04-01 | 85.4713722893419 |
| 2004-05-01 | 86.0874369490168 |
| 2004-06-01 | 86.7781062789940 |
| 2004-07-01 | 87.5069148578458 |
| 2004-08-01 | 88.2139292222928 |
| 2004-09-01 | 88.3028004386797 |
| 2004-10-01 | 89.4072375717950 |
| 2004-11-01 | 89.7663578183934 |
| 2004-12-01 | 90.9454645697700 |
| 2005-01-01 | 90.0895753771042 |
| 2005-02-01 | 90.4449018402819 |
| 2005-03-01 | 90.5784696444886 |
| 2005-04-01 | 91.5162099527377 |
| 2005-05-01 | 91.6657475158104 |
| 2005-06-01 | 91.9012242838318 |
| 2005-07-01 | 92.6333610266314 |
| 2005-08-01 | 92.4025244296379 |
| 2005-09-01 | 92.9126731404254 |
| 2005-10-01 | 93.2950701927292 |
| 2005-11-01 | 93.3776760604790 |
| 2005-12-01 | 93.4188195231147 |
| 2006-01-01 | 93.3166943422307 |
| 2006-02-01 | 93.2821745406428 |
| 2006-03-01 | 93.2120254372146 |
| 2006-04-01 | 92.8609024853346 |
| 2006-05-01 | 93.6334147556360 |
| 2006-06-01 | 93.8233368678084 |
| 2006-07-01 | 94.0522155648537 |
| 2006-08-01 | 94.6582181469845 |
| 2006-09-01 | 95.4873584580943 |
| 2006-10-01 | 96.4057261174222 |
| 2006-11-01 | 96.9734675172320 |
| 2006-12-01 | 97.4321372932591 |
| 2007-01-01 | 96.9608115563137 |
| 2007-02-01 | 97.3299430244757 |
| 2007-03-01 | 97.7207520270624 |
| 2007-04-01 | 97.4444860288558 |
| 2007-05-01 | 97.2380155073368 |
| 2007-06-01 | 98.2329528698054 |
| 2007-07-01 | 98.1430921794609 |
| 2007-08-01 | 98.2647491113423 |
| 2007-09-01 | 98.5451357319523 |
| 2007-10-01 | 98.1186721087028 |
| 2007-11-01 | 97.8972664148254 |
| 2007-12-01 | 98.3529941024980 |
| 2008-01-01 | 99.4335416312038 |
| 2008-02-01 | 99.7074836036466 |
| 2008-03-01 | 99.7285524765623 |
| 2008-04-01 | 99.4280203565485 |
| 2008-05-01 | 99.0609448582172 |
| 2008-06-01 | 99.2815049695041 |
| 2008-07-01 | 98.4778332555592 |
| 2008-08-01 | 98.4631256467338 |
| 2008-09-01 | 97.4438243084740 |
| 2008-10-01 | 97.2179382350666 |
| 2008-11-01 | 96.3450178040812 |
| 2008-12-01 | 95.7361624117201 |
| 2009-01-01 | 95.1632189414840 |
| 2009-02-01 | 94.4752713623266 |
| 2009-03-01 | 93.9968062583330 |
| 2009-04-01 | 92.2239438241193 |
| 2009-05-01 | 91.7421019477920 |
| 2009-06-01 | 91.1206125225024 |
| 2009-07-01 | 90.7918488013312 |
| 2009-08-01 | 90.4418227286690 |
| 2009-09-01 | 90.2573010175978 |
| 2009-10-01 | 90.2172887511465 |
| 2009-11-01 | 90.2703333450517 |
| 2009-12-01 | 90.6292327784376 |
| 2010-01-01 | 90.3547637658109 |
| 2010-02-01 | 90.0915406380995 |
| 2010-03-01 | 90.6291733048634 |
| 2010-04-01 | 91.5760808727890 |
| 2010-05-01 | 91.8187777405204 |
| 2010-06-01 | 92.0461976148415 |
| 2010-07-01 | 92.7748527876627 |
| 2010-08-01 | 92.9591251784991 |
| 2010-09-01 | 93.1444404184025 |
| 2010-10-01 | 93.1754960347669 |
| 2010-11-01 | 92.8373255177510 |
| 2010-12-01 | 93.6708399293318 |
| 2011-01-01 | 94.8816665949922 |
| 2011-02-01 | 95.3353660574552 |
| 2011-03-01 | 96.2417106155166 |
| 2011-04-01 | 96.4872650422460 |
| 2011-05-01 | 96.2660071977604 |
| 2011-06-01 | 95.7042221096724 |
| 2011-07-01 | 96.2188867624771 |
| 2011-08-01 | 96.1299067032428 |
| 2011-09-01 | 96.3810043560097 |
| 2011-10-01 | 96.1511767104702 |
| 2011-11-01 | 96.5132733565154 |
| 2011-12-01 | 95.3082618403377 |
| 2012-01-01 | 96.7487659486977 |
| 2012-02-01 | 97.4830134460648 |
| 2012-03-01 | 97.4800260201340 |
| 2012-04-01 | 98.0759884029019 |
| 2012-05-01 | 98.1752469307457 |
| 2012-06-01 | 99.1076928641442 |
| 2012-07-01 | 99.2462043982255 |
| 2012-08-01 | 99.7966403591895 |
| 2012-09-01 | 99.9019512170259 |
| 2012-10-01 | 99.6113680558404 |
| 2012-11-01 | 97.9571576540778 |
| 2012-12-01 | 98.2988441056611 |
| 2013-01-01 | 99.3332777625531 |
| 2013-02-01 | 99.5940372345050 |
| 2013-03-01 | 100.1926615957230 |
| 2013-04-01 | 98.8885466889829 |
| 2013-05-01 | 98.8093888069388 |
| 2013-06-01 | 98.9400764067818 |
| 2013-07-01 | 99.7686082796500 |
| 2013-08-01 | 100.7035287020010 |
| 2013-09-01 | 99.9351316517855 |
| 2013-10-01 | 99.5107296769647 |
| 2013-11-01 | 102.7121394048390 |
| 2013-12-01 | 102.2228892622340 |
| 2014-01-01 | 101.4396732880400 |
| 2014-02-01 | 100.0168922410060 |
| 2014-03-01 | 100.6814342415620 |
| 2014-04-01 | 101.4749154410400 |
| 2014-05-01 | 102.2879220470610 |
| 2014-06-01 | 102.2618543817390 |
| 2014-07-01 | 101.8971755368630 |
| 2014-08-01 | 101.8269066056760 |
| 2014-09-01 | 101.5985304853670 |
| 2014-10-01 | 102.1689958803120 |
| 2014-11-01 | 105.2491930847500 |
| 2014-12-01 | 105.8124987726280 |
| 2015-01-01 | 105.6373971122330 |
| 2015-02-01 | 104.7214385333470 |
| 2015-03-01 | 105.4757314001280 |
| 2015-04-01 | 106.6740900705790 |
| 2015-05-01 | 107.9182065038070 |
| 2015-06-01 | 108.4845525748180 |
| 2015-07-01 | 108.5977037329720 |
| 2015-08-01 | 108.8854241569120 |
| 2015-09-01 | 110.3165044789950 |
| 2015-10-01 | 112.0949419469660 |
| 2015-11-01 | 114.4066405538950 |
| 2015-12-01 | 115.4112187638550 |
| 2016-01-01 | 112.2637745489350 |
| 2016-02-01 | 111.9055864695090 |
| 2016-03-01 | 111.8611680274150 |
| 2016-04-01 | 112.3572825019840 |
| 2016-05-01 | 111.6300593649440 |
| 2016-06-01 | 111.1416340149420 |
| 2016-07-01 | 111.2342138583510 |
| 2016-08-01 | 111.2958030002160 |
| 2016-09-01 | 112.6862790183340 |
| 2016-10-01 | 112.9949777039100 |
| 2016-11-01 | 113.4800791334890 |
| 2016-12-01 | 116.1290578994840 |
| 2017-01-01 | 112.9753586093860 |
| 2017-02-01 | 114.2866877772000 |
| 2017-03-01 | 114.3435480495600 |
| 2017-04-01 | 113.7287748681130 |
| 2017-05-01 | 114.2062394215920 |
| 2017-06-01 | 114.9612893589260 |
| 2017-07-01 | 114.4133361684870 |
| 2017-08-01 | 114.3399693900580 |
| 2017-09-01 | 114.8032691069810 |
| 2017-10-01 | 113.9616877711860 |
| 2017-11-01 | 114.1978707526460 |
| 2017-12-01 | 115.1865458467330 |
| 2018-01-01 | 115.1635566775980 |
| 2018-02-01 | 115.7764632084490 |
| 2018-03-01 | 115.8093657602230 |
| 2018-04-01 | 115.5532981891330 |
| 2018-05-01 | 116.2191710313410 |
| 2018-06-01 | 116.5107754278540 |
| 2018-07-01 | 116.6228991859900 |
| 2018-08-01 | 117.1056921255570 |
| 2018-09-01 | 116.3357897685550 |
| 2018-10-01 | 117.0991833897240 |
| 2018-11-01 | 117.3358840690490 |
| 2018-12-01 | 116.6939121346450 |
| 2019-01-01 | 116.0882843474360 |
| 2019-02-01 | 116.8854569591460 |
| 2019-03-01 | 117.0033466440860 |
| 2019-04-01 | 117.3630199098840 |
| 2019-05-01 | 117.3690579661480 |
| 2019-06-01 | 117.8983354114180 |
| 2019-07-01 | 118.2540622869680 |
| 2019-08-01 | 118.6104001029390 |
| 2019-09-01 | 119.0660533754140 |
| 2019-10-01 | 119.0239876417810 |
| 2019-11-01 | 120.1880248496560 |
| 2019-12-01 | 119.0155695862360 |
| 2020-01-01 | 118.9110240301790 |
| 2020-02-01 | 118.4486785198990 |
| 2020-03-01 | 118.2079916800720 |
| 2020-04-01 | 111.7305964088870 |
| 2020-05-01 | 111.8982104334570 |
| 2020-06-01 | 111.4051059453120 |
| 2020-07-01 | 111.7515479837370 |
| 2020-08-01 | 111.7071340380860 |
| 2020-09-01 | 111.3644936590410 |
| 2020-10-01 | 112.9870828298170 |
| 2020-11-01 | 112.2850683066190 |
| 2020-12-01 | 113.2480847771380 |
| 2021-01-01 | 114.2487418309530 |
| 2021-02-01 | 114.5832140551990 |
| 2021-03-01 | 115.6886359298650 |
| 2021-04-01 | 116.0234439637400 |
| 2021-05-01 | 116.1734705729590 |
| 2021-06-01 | 116.7703868005440 |
| 2021-07-01 | 117.9139432217840 |
| 2021-08-01 | 118.4512329239260 |
| 2021-09-01 | 119.3133869745940 |
| 2021-10-01 | 121.4677998465360 |
| 2021-11-01 | 121.4988733734230 |
| 2021-12-01 | 122.1341655883620 |
| 2022-01-01 | 121.9809777583450 |
| 2022-02-01 | 123.8139809383300 |
| 2022-03-01 | 123.4382830917640 |
| 2022-04-01 | 123.9636331197540 |
| 2022-05-01 | 122.8706097785930 |
| 2022-06-01 | 123.0348634752110 |
| 2022-07-01 | 124.2644732302450 |
| 2022-08-01 | 124.3640608128640 |
| 2022-09-01 | 124.1860303497130 |
| 2022-10-01 | 123.4582613814630 |
| 2022-11-01 | 121.8856986666600 |
| 2022-12-01 | 122.4925243724180 |
| 2023-01-01 | 123.3611092549590 |
| 2023-02-01 | 122.9844036630680 |
| 2023-03-01 | 122.6278457764770 |
| 2023-04-01 | 122.7245745420520 |
| 2023-05-01 | 122.7807903145020 |
| 2023-06-01 | 123.2800728470740 |
| 2023-07-01 | 122.5055886501800 |
| 2023-08-01 | 122.6033127177070 |
| 2023-09-01 | 123.0907695474770 |
| 2023-10-01 | 122.4299713222240 |
| 2023-11-01 | 122.6315819841250 |
| 2023-12-01 | 123.5039935225370 |
| 2024-01-01 | 124.3697298591590 |
| 2024-02-01 | 124.6000122377040 |
| 2024-03-01 | 124.9861692549230 |
| 2024-04-01 | 124.8502045391360 |
| 2024-05-01 | 125.1859359195180 |
| 2024-06-01 | 125.3037310728960 |
| 2024-07-01 | 124.8821273816170 |
| 2024-08-01 | 124.7624816860540 |
| 2024-09-01 | 124.7066641542350 |
| 2024-10-01 | 125.2728038365910 |
| 2024-11-01 | 124.6568659485980 |
| 2024-12-01 | 123.9988453644340 |
| 2025-01-01 | 125.2991761908850 |
| 2025-02-01 | 125.3292308482500 |
| 2025-03-01 | 125.6628244356230 |
| 2025-04-01 | 125.8196984336370 |
| 2025-05-01 | 126.1236407350320 |
| 2025-06-01 | 125.5834806070470 |
| 2025-07-01 | 125.7722531867590 |
| 2025-08-01 | 125.7408193440860 |
| 2025-09-01 | 125.4956568234460 |
| 2025-10-01 | 124.7294546852460 |
| 2025-11-01 | 125.1236764966840 |
| 2025-12-01 | 124.5335000935210 |
| 2026-01-01 | 123.4639132248660 |