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 2026-05-01 |
| Last Updated | 2026-06-24 9:49 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 | 64.9834496423860 |
| 1990-02-01 | 65.6096488032684 |
| 1990-03-01 | 65.6581259477590 |
| 1990-04-01 | 66.6416453174896 |
| 1990-05-01 | 66.9043494491984 |
| 1990-06-01 | 66.5625264342843 |
| 1990-07-01 | 65.2232117506604 |
| 1990-08-01 | 65.5277254735336 |
| 1990-09-01 | 65.5779400497812 |
| 1990-10-01 | 64.8505781955250 |
| 1990-11-01 | 65.1065057104007 |
| 1990-12-01 | 64.8956074829900 |
| 1991-01-01 | 64.4644262268097 |
| 1991-02-01 | 64.0514317986214 |
| 1991-03-01 | 64.0593360106301 |
| 1991-04-01 | 62.3926979078654 |
| 1991-05-01 | 63.0230975329964 |
| 1991-06-01 | 63.0204805972921 |
| 1991-07-01 | 63.8550856869318 |
| 1991-08-01 | 64.3971154050346 |
| 1991-09-01 | 64.4228674037487 |
| 1991-10-01 | 63.1742845103022 |
| 1991-11-01 | 62.9648125116254 |
| 1991-12-01 | 63.0326978260000 |
| 1992-01-01 | 63.1901410946415 |
| 1992-02-01 | 62.9742085051763 |
| 1992-03-01 | 62.9916587346366 |
| 1992-04-01 | 62.9601228493185 |
| 1992-05-01 | 63.8464014830120 |
| 1992-06-01 | 63.8245425154570 |
| 1992-07-01 | 64.0947079286841 |
| 1992-08-01 | 64.0775830261641 |
| 1992-09-01 | 63.9104677691855 |
| 1992-10-01 | 64.7767364743576 |
| 1992-11-01 | 65.1309933625951 |
| 1992-12-01 | 65.8708049931693 |
| 1993-01-01 | 64.6426176605606 |
| 1993-02-01 | 65.2045529575503 |
| 1993-03-01 | 65.0112264428144 |
| 1993-04-01 | 66.2571357535082 |
| 1993-05-01 | 66.1271078355274 |
| 1993-06-01 | 66.8220214283226 |
| 1993-07-01 | 66.3615129625214 |
| 1993-08-01 | 66.7348295176205 |
| 1993-09-01 | 67.1924947681767 |
| 1993-10-01 | 68.1034680731979 |
| 1993-11-01 | 68.1817737156362 |
| 1993-12-01 | 68.7155569016980 |
| 1994-01-01 | 69.5645444107001 |
| 1994-02-01 | 69.7193189384728 |
| 1994-03-01 | 70.5486899331210 |
| 1994-04-01 | 70.3209038887706 |
| 1994-05-01 | 70.4177135132748 |
| 1994-06-01 | 70.4151512816591 |
| 1994-07-01 | 71.6296571294889 |
| 1994-08-01 | 71.6685887191365 |
| 1994-09-01 | 73.3378061962083 |
| 1994-10-01 | 72.5647930616151 |
| 1994-11-01 | 72.8697058288674 |
| 1994-12-01 | 73.2949912994438 |
| 1995-01-01 | 73.6089104384235 |
| 1995-02-01 | 73.6957731511107 |
| 1995-03-01 | 74.0981761030735 |
| 1995-04-01 | 74.4726554052567 |
| 1995-05-01 | 74.8541207593931 |
| 1995-06-01 | 75.4316237952933 |
| 1995-07-01 | 74.8958844390476 |
| 1995-08-01 | 75.8010846878038 |
| 1995-09-01 | 75.8367798404738 |
| 1995-10-01 | 76.1093242113350 |
| 1995-11-01 | 76.3710997215003 |
| 1995-12-01 | 78.0781320978989 |
| 1996-01-01 | 76.6383723903612 |
| 1996-02-01 | 77.7833114144618 |
| 1996-03-01 | 78.8024317381292 |
| 1996-04-01 | 77.8936960388517 |
| 1996-05-01 | 78.5097987650892 |
| 1996-06-01 | 78.5314478699437 |
| 1996-07-01 | 76.1300563107816 |
| 1996-08-01 | 76.8074006148120 |
| 1996-09-01 | 76.7090099118360 |
| 1996-10-01 | 78.8063746253043 |
| 1996-11-01 | 78.8211371517825 |
| 1996-12-01 | 78.9732085089133 |
| 1997-01-01 | 79.3934792826425 |
| 1997-02-01 | 79.6579586162452 |
| 1997-03-01 | 79.7516948156483 |
| 1997-04-01 | 79.8133551082700 |
| 1997-05-01 | 79.8082837128868 |
| 1997-06-01 | 80.0044295094870 |
| 1997-07-01 | 81.2092719145533 |
| 1997-08-01 | 81.2747919748662 |
| 1997-09-01 | 81.8851520952312 |
| 1997-10-01 | 82.2046889419193 |
| 1997-11-01 | 82.6519586673690 |
| 1997-12-01 | 83.0286069860318 |
| 1998-01-01 | 84.3696590508691 |
| 1998-02-01 | 84.2172941655717 |
| 1998-03-01 | 84.7604451228265 |
| 1998-04-01 | 86.6037660140459 |
| 1998-05-01 | 86.6914699434728 |
| 1998-06-01 | 86.9199398137739 |
| 1998-07-01 | 87.4475435076968 |
| 1998-08-01 | 87.7099172395102 |
| 1998-09-01 | 88.3109508893065 |
| 1998-10-01 | 88.1805416408985 |
| 1998-11-01 | 88.0030881494044 |
| 1998-12-01 | 88.1623740499925 |
| 1999-01-01 | 88.3689374646467 |
| 1999-02-01 | 89.4401557214908 |
| 1999-03-01 | 89.3741890229204 |
| 1999-04-01 | 87.9014084648712 |
| 1999-05-01 | 87.3700188274113 |
| 1999-06-01 | 87.7190501370955 |
| 1999-07-01 | 87.2985963980048 |
| 1999-08-01 | 87.5428799259436 |
| 1999-09-01 | 87.3951846992664 |
| 1999-10-01 | 87.1481485935817 |
| 1999-11-01 | 87.6652427043883 |
| 1999-12-01 | 86.9309476534353 |
| 2000-01-01 | 89.0355260005722 |
| 2000-02-01 | 90.0692023167492 |
| 2000-03-01 | 90.4215682092891 |
| 2000-04-01 | 91.1265958753979 |
| 2000-05-01 | 91.4616220115322 |
| 2000-06-01 | 91.6799496023630 |
| 2000-07-01 | 91.4482848945264 |
| 2000-08-01 | 90.7435974193755 |
| 2000-09-01 | 92.0116815320296 |
| 2000-10-01 | 91.8419765996446 |
| 2000-11-01 | 91.8655080108197 |
| 2000-12-01 | 91.7550787467222 |
| 2001-01-01 | 90.7952833170833 |
| 2001-02-01 | 90.0982398451122 |
| 2001-03-01 | 90.0163410239389 |
| 2001-04-01 | 89.3168656989366 |
| 2001-05-01 | 89.4273912698996 |
| 2001-06-01 | 89.4293372655843 |
| 2001-07-01 | 89.1747347010958 |
| 2001-08-01 | 88.8308596307084 |
| 2001-09-01 | 87.7648739773198 |
| 2001-10-01 | 87.0460117668621 |
| 2001-11-01 | 87.1814191229690 |
| 2001-12-01 | 87.3212948949769 |
| 2002-01-01 | 87.2057025671976 |
| 2002-02-01 | 87.7358936516251 |
| 2002-03-01 | 87.9364662052176 |
| 2002-04-01 | 87.5635526170538 |
| 2002-05-01 | 87.4953453198352 |
| 2002-06-01 | 87.0862954518134 |
| 2002-07-01 | 86.9770884874878 |
| 2002-08-01 | 86.6461734543368 |
| 2002-09-01 | 87.1010459477256 |
| 2002-10-01 | 85.5817200173267 |
| 2002-11-01 | 86.0549398936207 |
| 2002-12-01 | 85.5772179000620 |
| 2003-01-01 | 82.2239302905313 |
| 2003-02-01 | 81.2027001642325 |
| 2003-03-01 | 81.9331810727831 |
| 2003-04-01 | 82.8542482193746 |
| 2003-05-01 | 83.0325191273999 |
| 2003-06-01 | 83.1272302528735 |
| 2003-07-01 | 83.2422553608856 |
| 2003-08-01 | 83.4011647590807 |
| 2003-09-01 | 83.6743489904223 |
| 2003-10-01 | 83.8819873930749 |
| 2003-11-01 | 84.0950880296148 |
| 2003-12-01 | 84.5207811956995 |
| 2004-01-01 | 84.9567238706640 |
| 2004-02-01 | 84.7465408707842 |
| 2004-03-01 | 84.8328549507180 |
| 2004-04-01 | 85.4711013012351 |
| 2004-05-01 | 86.0873295255632 |
| 2004-06-01 | 86.7780896802913 |
| 2004-07-01 | 87.5069704520762 |
| 2004-08-01 | 88.2140415735742 |
| 2004-09-01 | 88.3028947789712 |
| 2004-10-01 | 89.4073022059969 |
| 2004-11-01 | 89.7666403660718 |
| 2004-12-01 | 90.9459311338483 |
| 2005-01-01 | 90.0891856447381 |
| 2005-02-01 | 90.4447386243576 |
| 2005-03-01 | 90.5783684781109 |
| 2005-04-01 | 91.5159407678531 |
| 2005-05-01 | 91.6656782225518 |
| 2005-06-01 | 91.9012259474639 |
| 2005-07-01 | 92.6334142367102 |
| 2005-08-01 | 92.4026073315523 |
| 2005-09-01 | 92.9127484261956 |
| 2005-10-01 | 93.2951213132806 |
| 2005-11-01 | 93.3778314080142 |
| 2005-12-01 | 93.4191258798282 |
| 2006-01-01 | 93.3164678868795 |
| 2006-02-01 | 93.2820746767824 |
| 2006-03-01 | 93.2119526211163 |
| 2006-04-01 | 92.8606955235405 |
| 2006-05-01 | 93.6333867433631 |
| 2006-06-01 | 93.8233522954982 |
| 2006-07-01 | 94.0522619123339 |
| 2006-08-01 | 94.6582718269185 |
| 2006-09-01 | 95.4874222996497 |
| 2006-10-01 | 96.4057531398291 |
| 2006-11-01 | 96.9735085503559 |
| 2006-12-01 | 97.4322494874698 |
| 2007-01-01 | 96.9607616390045 |
| 2007-02-01 | 97.3299043242998 |
| 2007-03-01 | 97.7207104887776 |
| 2007-04-01 | 97.4443135815663 |
| 2007-05-01 | 97.2380262016859 |
| 2007-06-01 | 98.2329762690378 |
| 2007-07-01 | 98.1431348815219 |
| 2007-08-01 | 98.2647988533790 |
| 2007-09-01 | 98.5451834910845 |
| 2007-10-01 | 98.1186887447753 |
| 2007-11-01 | 97.8972325769631 |
| 2007-12-01 | 98.3530164304126 |
| 2008-01-01 | 99.4335104710032 |
| 2008-02-01 | 99.7074872566933 |
| 2008-03-01 | 99.7285236584805 |
| 2008-04-01 | 99.4278934168534 |
| 2008-05-01 | 99.0609701249176 |
| 2008-06-01 | 99.2815414728167 |
| 2008-07-01 | 98.4778987571802 |
| 2008-08-01 | 98.4632050221344 |
| 2008-09-01 | 97.4438913080267 |
| 2008-10-01 | 97.2179746375715 |
| 2008-11-01 | 96.3449244213289 |
| 2008-12-01 | 95.7360345750183 |
| 2009-01-01 | 95.1631833073803 |
| 2009-02-01 | 94.4752817610542 |
| 2009-03-01 | 93.9967892792014 |
| 2009-04-01 | 92.2238384044847 |
| 2009-05-01 | 91.7421266974315 |
| 2009-06-01 | 91.1206695061850 |
| 2009-07-01 | 90.7919603837025 |
| 2009-08-01 | 90.4419726686812 |
| 2009-09-01 | 90.2575140136144 |
| 2009-10-01 | 90.2173722175769 |
| 2009-11-01 | 90.2700869424114 |
| 2009-12-01 | 90.6289059643372 |
| 2010-01-01 | 90.3546793971122 |
| 2010-02-01 | 90.0914854492019 |
| 2010-03-01 | 90.6292119560079 |
| 2010-04-01 | 91.5759635478215 |
| 2010-05-01 | 91.8187876748688 |
| 2010-06-01 | 92.0463100874750 |
| 2010-07-01 | 92.7750907631514 |
| 2010-08-01 | 92.9593630976791 |
| 2010-09-01 | 93.1449476386131 |
| 2010-10-01 | 93.1758209943306 |
| 2010-11-01 | 92.8367072119783 |
| 2010-12-01 | 93.6701633026810 |
| 2011-01-01 | 94.8814191562506 |
| 2011-02-01 | 95.3352355154974 |
| 2011-03-01 | 96.2418367991688 |
| 2011-04-01 | 96.4870988587520 |
| 2011-05-01 | 96.2660370918005 |
| 2011-06-01 | 95.7044420705649 |
| 2011-07-01 | 96.2192883456496 |
| 2011-08-01 | 96.1302656502940 |
| 2011-09-01 | 96.3819271038113 |
| 2011-10-01 | 96.1520125714383 |
| 2011-11-01 | 96.5119272314568 |
| 2011-12-01 | 95.3071145212089 |
| 2012-01-01 | 96.7482689854996 |
| 2012-02-01 | 97.4828932274982 |
| 2012-03-01 | 97.4802380956536 |
| 2012-04-01 | 98.0758383936065 |
| 2012-05-01 | 98.1753519197431 |
| 2012-06-01 | 99.1080784885254 |
| 2012-07-01 | 99.2468394679931 |
| 2012-08-01 | 99.7969455301875 |
| 2012-09-01 | 99.9032756884408 |
| 2012-10-01 | 99.6127343342035 |
| 2012-11-01 | 97.9550944104536 |
| 2012-12-01 | 98.2971900729250 |
| 2013-01-01 | 99.3325439054174 |
| 2013-02-01 | 99.5940625560715 |
| 2013-03-01 | 100.1929427213450 |
| 2013-04-01 | 98.8884932241565 |
| 2013-05-01 | 98.8096086925449 |
| 2013-06-01 | 98.9405948235351 |
| 2013-07-01 | 99.7693954206520 |
| 2013-08-01 | 100.7036655055290 |
| 2013-09-01 | 99.9366488283704 |
| 2013-10-01 | 99.5123615554846 |
| 2013-11-01 | 102.7094774842900 |
| 2013-12-01 | 102.2208547455870 |
| 2014-01-01 | 101.4387317143770 |
| 2014-02-01 | 100.0173613087700 |
| 2014-03-01 | 100.6817321678020 |
| 2014-04-01 | 101.4749749603040 |
| 2014-05-01 | 102.2882603399020 |
| 2014-06-01 | 102.2624611748960 |
| 2014-07-01 | 101.8980027692490 |
| 2014-08-01 | 101.8266935075030 |
| 2014-09-01 | 101.5999384203460 |
| 2014-10-01 | 102.1705779571680 |
| 2014-11-01 | 105.2464432207120 |
| 2014-12-01 | 105.8104583665320 |
| 2015-01-01 | 105.6365227308200 |
| 2015-02-01 | 104.7225253371500 |
| 2015-03-01 | 105.4760769832220 |
| 2015-04-01 | 106.6742365577600 |
| 2015-05-01 | 107.9185159874010 |
| 2015-06-01 | 108.4849978823890 |
| 2015-07-01 | 108.5982814233070 |
| 2015-08-01 | 108.8848534584290 |
| 2015-09-01 | 110.3175465669460 |
| 2015-10-01 | 112.0962996133790 |
| 2015-11-01 | 114.4041156981690 |
| 2015-12-01 | 115.4096004423810 |
| 2016-01-01 | 112.2632844656370 |
| 2016-02-01 | 111.9075995892990 |
| 2016-03-01 | 111.8616294751350 |
| 2016-04-01 | 112.3573806168500 |
| 2016-05-01 | 111.6300038521370 |
| 2016-06-01 | 111.1415175597230 |
| 2016-07-01 | 111.2342107533810 |
| 2016-08-01 | 111.2947855940470 |
| 2016-09-01 | 112.6866433739070 |
| 2016-10-01 | 112.9956969897620 |
| 2016-11-01 | 113.4786366185710 |
| 2016-12-01 | 116.1284186486520 |
| 2017-01-01 | 112.9756957934960 |
| 2017-02-01 | 114.2897566948140 |
| 2017-03-01 | 114.3454750675630 |
| 2017-04-01 | 113.7273654803700 |
| 2017-05-01 | 114.2050541939500 |
| 2017-06-01 | 114.9602508427590 |
| 2017-07-01 | 114.4125496114560 |
| 2017-08-01 | 114.3386747668620 |
| 2017-09-01 | 114.8031526589800 |
| 2017-10-01 | 113.9621521634200 |
| 2017-11-01 | 114.1976731723760 |
| 2017-12-01 | 115.1870256341140 |
| 2018-01-01 | 115.1647333577040 |
| 2018-02-01 | 115.7804121308000 |
| 2018-03-01 | 115.8127294983280 |
| 2018-04-01 | 115.5500886698570 |
| 2018-05-01 | 116.2165922996750 |
| 2018-06-01 | 116.5087167743100 |
| 2018-07-01 | 116.6213833334520 |
| 2018-08-01 | 117.1042670866830 |
| 2018-09-01 | 116.3353184887820 |
| 2018-10-01 | 117.1004174672130 |
| 2018-11-01 | 117.3366911988530 |
| 2018-12-01 | 116.6955108902200 |
| 2019-01-01 | 116.0894873966630 |
| 2019-02-01 | 116.8895963213720 |
| 2019-03-01 | 117.0084096261370 |
| 2019-04-01 | 117.3582775165660 |
| 2019-05-01 | 117.3642572150160 |
| 2019-06-01 | 117.8961315681110 |
| 2019-07-01 | 118.2522056180730 |
| 2019-08-01 | 118.6091405853190 |
| 2019-09-01 | 119.0656353561820 |
| 2019-10-01 | 119.0266367070520 |
| 2019-11-01 | 120.1891203415270 |
| 2019-12-01 | 119.0179410401950 |
| 2020-01-01 | 118.9117370469480 |
| 2020-02-01 | 118.4522828339860 |
| 2020-03-01 | 118.2131843191230 |
| 2020-04-01 | 111.7258675054330 |
| 2020-05-01 | 111.8920587360600 |
| 2020-06-01 | 111.4041642037980 |
| 2020-07-01 | 111.7496804396690 |
| 2020-08-01 | 111.7060755087960 |
| 2020-09-01 | 111.3644355381970 |
| 2020-10-01 | 112.9908755689030 |
| 2020-11-01 | 112.2856445623500 |
| 2020-12-01 | 113.2505736834340 |
| 2021-01-01 | 114.2487272781250 |
| 2021-02-01 | 114.5858313587210 |
| 2021-03-01 | 115.6934824509470 |
| 2021-04-01 | 116.0181470744500 |
| 2021-05-01 | 116.1656349853320 |
| 2021-06-01 | 116.7714800488830 |
| 2021-07-01 | 117.9135447323510 |
| 2021-08-01 | 118.4514874121720 |
| 2021-09-01 | 119.3139971489170 |
| 2021-10-01 | 121.4711011499640 |
| 2021-11-01 | 121.4961612147020 |
| 2021-12-01 | 122.1361913407520 |
| 2022-01-01 | 121.9807026445950 |
| 2022-02-01 | 123.8168745818260 |
| 2022-03-01 | 123.4423437327280 |
| 2022-04-01 | 123.9590363855140 |
| 2022-05-01 | 122.8624201887120 |
| 2022-06-01 | 123.0382271446780 |
| 2022-07-01 | 124.2688739724190 |
| 2022-08-01 | 124.3686053410100 |
| 2022-09-01 | 124.1839731316910 |
| 2022-10-01 | 123.4554961061980 |
| 2022-11-01 | 121.8797051856400 |
| 2022-12-01 | 122.4968476241440 |
| 2023-01-01 | 123.3335396901080 |
| 2023-02-01 | 123.0066294951210 |
| 2023-03-01 | 122.6615110890680 |
| 2023-04-01 | 122.6883137861910 |
| 2023-05-01 | 122.7823084433730 |
| 2023-06-01 | 123.2912410716320 |
| 2023-07-01 | 122.5201161084600 |
| 2023-08-01 | 122.6114785387920 |
| 2023-09-01 | 123.0816783623630 |
| 2023-10-01 | 122.4129266287720 |
| 2023-11-01 | 122.6163884231240 |
| 2023-12-01 | 123.5073805939860 |
| 2024-01-01 | 124.3044998036110 |
| 2024-02-01 | 124.6595476465660 |
| 2024-03-01 | 125.0665522748220 |
| 2024-04-01 | 124.7720273275870 |
| 2024-05-01 | 125.1933761881150 |
| 2024-06-01 | 125.3240602613270 |
| 2024-07-01 | 124.9078559259140 |
| 2024-08-01 | 124.7738436365730 |
| 2024-09-01 | 124.6886736681890 |
| 2024-10-01 | 125.2392929392970 |
| 2024-11-01 | 124.6334105328930 |
| 2024-12-01 | 124.0021261052590 |
| 2025-01-01 | 125.1868838884800 |
| 2025-02-01 | 125.4396191226220 |
| 2025-03-01 | 125.8001933366990 |
| 2025-04-01 | 125.6862696418070 |
| 2025-05-01 | 126.1326720349580 |
| 2025-06-01 | 125.6139258939400 |
| 2025-07-01 | 125.8088547781140 |
| 2025-08-01 | 125.7535904131740 |
| 2025-09-01 | 125.4699504207390 |
| 2025-10-01 | 124.6815273114330 |
| 2025-11-01 | 125.0902906193570 |
| 2025-12-01 | 124.5337060261130 |
| 2026-01-01 | 123.8296179161330 |
| 2026-02-01 | 123.2982681499180 |
| 2026-03-01 | 122.9928564298040 |
| 2026-04-01 | 123.6451698672340 |
| 2026-05-01 | 123.1324133562040 |