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 2026-08-01 |
| Last Updated | 2026-09-18 12:16 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 | 64.9834506633 |
| 1990-02-01 | 65.6096498798 |
| 1990-03-01 | 65.6581161599 |
| 1990-04-01 | 66.6416436607 |
| 1990-05-01 | 66.9043471842 |
| 1990-06-01 | 66.5625238524 |
| 1990-07-01 | 65.2232131976 |
| 1990-08-01 | 65.5277202428 |
| 1990-09-01 | 65.5779439049 |
| 1990-10-01 | 64.8505809554 |
| 1990-11-01 | 65.1065091328 |
| 1990-12-01 | 64.8956159851 |
| 1991-01-01 | 64.4644288705 |
| 1991-02-01 | 64.0514332566 |
| 1991-03-01 | 64.0593235369 |
| 1991-04-01 | 62.3926957525 |
| 1991-05-01 | 63.0230960105 |
| 1991-06-01 | 63.0204680744 |
| 1991-07-01 | 63.8550905241 |
| 1991-08-01 | 64.3971148100 |
| 1991-09-01 | 64.4228729812 |
| 1991-10-01 | 63.1742901075 |
| 1991-11-01 | 62.9648189710 |
| 1991-12-01 | 63.0327083741 |
| 1992-01-01 | 63.1901453344 |
| 1992-02-01 | 62.9742088540 |
| 1992-03-01 | 62.9916401779 |
| 1992-04-01 | 62.9601146980 |
| 1992-05-01 | 63.8463948454 |
| 1992-06-01 | 63.8245157790 |
| 1992-07-01 | 64.0947228996 |
| 1992-08-01 | 64.0775892477 |
| 1992-09-01 | 63.9104792033 |
| 1992-10-01 | 64.7767493101 |
| 1992-11-01 | 65.1310058955 |
| 1992-12-01 | 65.8708204224 |
| 1993-01-01 | 64.6426257506 |
| 1993-02-01 | 65.2045522886 |
| 1993-03-01 | 65.0111906802 |
| 1993-04-01 | 66.2571190125 |
| 1993-05-01 | 66.1270858652 |
| 1993-06-01 | 66.8219551536 |
| 1993-07-01 | 66.3615636241 |
| 1993-08-01 | 66.7348563411 |
| 1993-09-01 | 67.1925127368 |
| 1993-10-01 | 68.1034933419 |
| 1993-11-01 | 68.1817950984 |
| 1993-12-01 | 68.7155761350 |
| 1994-01-01 | 69.5645533795 |
| 1994-02-01 | 69.7193147714 |
| 1994-03-01 | 70.5486290720 |
| 1994-04-01 | 70.3208730038 |
| 1994-05-01 | 70.4176691238 |
| 1994-06-01 | 70.4150512671 |
| 1994-07-01 | 71.6297484721 |
| 1994-08-01 | 71.6686397125 |
| 1994-09-01 | 73.3378355798 |
| 1994-10-01 | 72.5648333662 |
| 1994-11-01 | 72.8697366934 |
| 1994-12-01 | 73.2950122940 |
| 1995-01-01 | 73.6089206216 |
| 1995-02-01 | 73.6957623162 |
| 1995-03-01 | 74.0980934567 |
| 1995-04-01 | 74.4726061758 |
| 1995-05-01 | 74.8540568415 |
| 1995-06-01 | 75.4314896403 |
| 1995-07-01 | 74.8960126405 |
| 1995-08-01 | 75.8011618592 |
| 1995-09-01 | 75.8368179489 |
| 1995-10-01 | 76.1093769489 |
| 1995-11-01 | 76.3711371016 |
| 1995-12-01 | 78.0781522652 |
| 1996-01-01 | 76.6383821385 |
| 1996-02-01 | 77.7832879997 |
| 1996-03-01 | 78.8023324773 |
| 1996-04-01 | 77.8936329784 |
| 1996-05-01 | 78.5097270054 |
| 1996-06-01 | 78.5313216403 |
| 1996-07-01 | 76.1301880263 |
| 1996-08-01 | 76.8074829749 |
| 1996-09-01 | 76.7090535055 |
| 1996-10-01 | 78.8064285058 |
| 1996-11-01 | 78.8211700748 |
| 1996-12-01 | 78.9732393351 |
| 1997-01-01 | 79.3934878634 |
| 1997-02-01 | 79.6579255267 |
| 1997-03-01 | 79.7515911274 |
| 1997-04-01 | 79.8132900419 |
| 1997-05-01 | 79.8082144330 |
| 1997-06-01 | 80.0043173041 |
| 1997-07-01 | 81.2093987708 |
| 1997-08-01 | 81.2748776430 |
| 1997-09-01 | 81.8851965821 |
| 1997-10-01 | 82.2047444826 |
| 1997-11-01 | 82.6519932545 |
| 1997-12-01 | 83.0286569020 |
| 1998-01-01 | 84.3696615114 |
| 1998-02-01 | 84.2172432003 |
| 1998-03-01 | 84.7603321626 |
| 1998-04-01 | 86.6036944234 |
| 1998-05-01 | 86.6914048589 |
| 1998-06-01 | 86.9198591612 |
| 1998-07-01 | 87.4476298335 |
| 1998-08-01 | 87.7099981998 |
| 1998-09-01 | 88.3110196279 |
| 1998-10-01 | 88.1805809457 |
| 1998-11-01 | 88.0031587043 |
| 1998-12-01 | 88.1624658558 |
| 1999-01-01 | 88.3689299575 |
| 1999-02-01 | 89.4400700829 |
| 1999-03-01 | 89.3740554179 |
| 1999-04-01 | 87.9013188164 |
| 1999-05-01 | 87.3699529216 |
| 1999-06-01 | 87.7189804512 |
| 1999-07-01 | 87.2986329276 |
| 1999-08-01 | 87.5429712647 |
| 1999-09-01 | 87.3952569086 |
| 1999-10-01 | 87.1481749761 |
| 1999-11-01 | 87.6654362909 |
| 1999-12-01 | 86.9312277305 |
| 2000-01-01 | 89.0353203035 |
| 2000-02-01 | 90.0690664955 |
| 2000-03-01 | 90.4214043358 |
| 2000-04-01 | 91.1264580708 |
| 2000-05-01 | 91.4615304700 |
| 2000-06-01 | 91.6798928444 |
| 2000-07-01 | 91.4482948848 |
| 2000-08-01 | 90.7437094945 |
| 2000-09-01 | 92.0117786590 |
| 2000-10-01 | 91.8420108850 |
| 2000-11-01 | 91.8658569303 |
| 2000-12-01 | 91.7555807167 |
| 2001-01-01 | 90.7948635545 |
| 2001-02-01 | 90.0980414476 |
| 2001-03-01 | 90.0161513945 |
| 2001-04-01 | 89.3166670557 |
| 2001-05-01 | 89.4272610713 |
| 2001-06-01 | 89.4292692738 |
| 2001-07-01 | 89.1747544546 |
| 2001-08-01 | 88.8310021684 |
| 2001-09-01 | 87.7649774577 |
| 2001-10-01 | 87.0460677325 |
| 2001-11-01 | 87.1818706670 |
| 2001-12-01 | 87.3219662725 |
| 2002-01-01 | 87.2050947585 |
| 2002-02-01 | 87.7356476869 |
| 2002-03-01 | 87.9362552198 |
| 2002-04-01 | 87.5633011649 |
| 2002-05-01 | 87.4951868761 |
| 2002-06-01 | 87.0862356832 |
| 2002-07-01 | 86.9771287410 |
| 2002-08-01 | 86.6463282492 |
| 2002-09-01 | 87.1011763716 |
| 2002-10-01 | 85.5817885621 |
| 2002-11-01 | 86.0554153445 |
| 2002-12-01 | 85.5778977972 |
| 2003-01-01 | 82.2233458301 |
| 2003-02-01 | 81.2024548088 |
| 2003-03-01 | 81.9329929918 |
| 2003-04-01 | 82.8539556346 |
| 2003-05-01 | 83.0323716431 |
| 2003-06-01 | 83.1271838938 |
| 2003-07-01 | 83.2423045998 |
| 2003-08-01 | 83.4013131791 |
| 2003-09-01 | 83.6744630393 |
| 2003-10-01 | 83.8820567509 |
| 2003-11-01 | 84.0955206775 |
| 2003-12-01 | 84.5214565518 |
| 2004-01-01 | 84.9561235590 |
| 2004-02-01 | 84.7463097042 |
| 2004-03-01 | 84.8326859936 |
| 2004-04-01 | 85.4707856632 |
| 2004-05-01 | 86.0872108215 |
| 2004-06-01 | 86.7780683610 |
| 2004-07-01 | 87.5070306565 |
| 2004-08-01 | 88.2141662072 |
| 2004-09-01 | 88.3029990720 |
| 2004-10-01 | 89.4073698736 |
| 2004-11-01 | 89.7669817859 |
| 2004-12-01 | 90.9464699680 |
| 2005-01-01 | 90.0887491233 |
| 2005-02-01 | 90.4445506299 |
| 2005-03-01 | 90.5782484675 |
| 2005-04-01 | 91.5156239238 |
| 2005-05-01 | 91.6656077062 |
| 2005-06-01 | 91.9012216546 |
| 2005-07-01 | 92.6334663836 |
| 2005-08-01 | 92.4026925523 |
| 2005-09-01 | 92.9128253421 |
| 2005-10-01 | 93.2951685569 |
| 2005-11-01 | 93.3780457351 |
| 2005-12-01 | 93.4194803989 |
| 2006-01-01 | 93.3162276279 |
| 2006-02-01 | 93.2819549336 |
| 2006-03-01 | 93.2118735580 |
| 2006-04-01 | 92.8604475900 |
| 2006-05-01 | 93.6333659379 |
| 2006-06-01 | 93.8233569571 |
| 2006-07-01 | 94.0522962313 |
| 2006-08-01 | 94.6583115295 |
| 2006-09-01 | 95.4874774693 |
| 2006-10-01 | 96.4057699920 |
| 2006-11-01 | 96.9736177495 |
| 2006-12-01 | 97.4323849167 |
| 2007-01-01 | 96.9607383236 |
| 2007-02-01 | 97.3298476538 |
| 2007-03-01 | 97.7206709638 |
| 2007-04-01 | 97.4441322265 |
| 2007-05-01 | 97.2380394759 |
| 2007-06-01 | 98.2329719566 |
| 2007-07-01 | 98.1431410707 |
| 2007-08-01 | 98.2648080433 |
| 2007-09-01 | 98.5451958959 |
| 2007-10-01 | 98.1186768296 |
| 2007-11-01 | 97.8973153890 |
| 2007-12-01 | 98.3531167589 |
| 2008-01-01 | 99.4335019004 |
| 2008-02-01 | 99.7074679258 |
| 2008-03-01 | 99.7285019079 |
| 2008-04-01 | 99.4277949263 |
| 2008-05-01 | 99.0609875268 |
| 2008-06-01 | 99.2815275112 |
| 2008-07-01 | 98.4778821351 |
| 2008-08-01 | 98.4631835398 |
| 2008-09-01 | 97.4438704277 |
| 2008-10-01 | 97.2179597019 |
| 2008-11-01 | 96.3450125900 |
| 2008-12-01 | 95.7361253178 |
| 2009-01-01 | 95.1631861353 |
| 2009-02-01 | 94.4752726868 |
| 2009-03-01 | 93.9967838482 |
| 2009-04-01 | 92.2238078932 |
| 2009-05-01 | 91.7421306923 |
| 2009-06-01 | 91.1206436825 |
| 2009-07-01 | 90.7919181764 |
| 2009-08-01 | 90.4419178087 |
| 2009-09-01 | 90.2574371261 |
| 2009-10-01 | 90.2173369288 |
| 2009-11-01 | 90.2702208778 |
| 2009-12-01 | 90.6290672890 |
| 2010-01-01 | 90.3546963410 |
| 2010-02-01 | 90.0914933667 |
| 2010-03-01 | 90.6291762104 |
| 2010-04-01 | 91.5759912409 |
| 2010-05-01 | 91.8187772792 |
| 2010-06-01 | 92.0462564652 |
| 2010-07-01 | 92.7749947666 |
| 2010-08-01 | 92.9592765854 |
| 2010-09-01 | 93.1447646177 |
| 2010-10-01 | 93.1757110788 |
| 2010-11-01 | 92.8369718896 |
| 2010-12-01 | 93.6704628595 |
| 2011-01-01 | 94.8815010675 |
| 2011-02-01 | 95.3352619411 |
| 2011-03-01 | 96.2417640709 |
| 2011-04-01 | 96.4871439665 |
| 2011-05-01 | 96.2660054715 |
| 2011-06-01 | 95.7043409053 |
| 2011-07-01 | 96.2191231527 |
| 2011-08-01 | 96.1301359322 |
| 2011-09-01 | 96.3815925213 |
| 2011-10-01 | 96.1517164720 |
| 2011-11-01 | 96.5124916719 |
| 2011-12-01 | 95.3076273261 |
| 2012-01-01 | 96.7484485737 |
| 2012-02-01 | 97.4829075750 |
| 2012-03-01 | 97.4801064458 |
| 2012-04-01 | 98.0758499348 |
| 2012-05-01 | 98.1752691088 |
| 2012-06-01 | 99.1078924785 |
| 2012-07-01 | 99.2465647668 |
| 2012-08-01 | 99.7968612095 |
| 2012-09-01 | 99.9027985900 |
| 2012-10-01 | 99.6122630148 |
| 2012-11-01 | 97.9559568184 |
| 2012-12-01 | 98.2979987300 |
| 2013-01-01 | 99.3328306344 |
| 2013-02-01 | 99.5939492424 |
| 2013-03-01 | 100.1927313294 |
| 2013-04-01 | 98.8884287478 |
| 2013-05-01 | 98.8094510284 |
| 2013-06-01 | 98.9403376052 |
| 2013-07-01 | 99.7690580415 |
| 2013-08-01 | 100.7036699746 |
| 2013-09-01 | 99.9361165691 |
| 2013-10-01 | 99.5118148729 |
| 2013-11-01 | 102.7106233659 |
| 2013-12-01 | 102.2218960492 |
| 2014-01-01 | 101.4391016645 |
| 2014-02-01 | 100.0170484028 |
| 2014-03-01 | 100.6814411479 |
| 2014-04-01 | 101.4748141967 |
| 2014-05-01 | 102.2880229466 |
| 2014-06-01 | 102.2621507880 |
| 2014-07-01 | 101.8976405230 |
| 2014-08-01 | 101.8268497760 |
| 2014-09-01 | 101.5994659505 |
| 2014-10-01 | 102.1700971276 |
| 2014-11-01 | 105.2476414490 |
| 2014-12-01 | 105.8115831390 |
| 2015-01-01 | 105.6369061756 |
| 2015-02-01 | 104.7219631129 |
| 2015-03-01 | 105.4757159096 |
| 2015-04-01 | 106.6739936864 |
| 2015-05-01 | 107.9182357521 |
| 2015-06-01 | 108.4846993008 |
| 2015-07-01 | 108.5979912370 |
| 2015-08-01 | 108.8851287917 |
| 2015-09-01 | 110.3172108214 |
| 2015-10-01 | 112.0959275835 |
| 2015-11-01 | 114.4053149688 |
| 2015-12-01 | 115.4106761240 |
| 2016-01-01 | 112.2634743030 |
| 2016-02-01 | 111.9068710183 |
| 2016-03-01 | 111.8612571347 |
| 2016-04-01 | 112.3570974358 |
| 2016-05-01 | 111.6297471907 |
| 2016-06-01 | 111.1413054283 |
| 2016-07-01 | 111.2340383155 |
| 2016-08-01 | 111.2951582715 |
| 2016-09-01 | 112.6865093716 |
| 2016-10-01 | 112.9955626685 |
| 2016-11-01 | 113.4795258234 |
| 2016-12-01 | 116.1292537326 |
| 2017-01-01 | 112.9756205665 |
| 2017-02-01 | 114.2890244091 |
| 2017-03-01 | 114.3450823456 |
| 2017-04-01 | 113.7272086275 |
| 2017-05-01 | 114.2048394417 |
| 2017-06-01 | 114.9600629179 |
| 2017-07-01 | 114.4124546441 |
| 2017-08-01 | 114.3390136280 |
| 2017-09-01 | 114.8032073552 |
| 2017-10-01 | 113.9622332489 |
| 2017-11-01 | 114.1982902946 |
| 2017-12-01 | 115.1875830311 |
| 2018-01-01 | 115.1645273878 |
| 2018-02-01 | 115.7800557135 |
| 2018-03-01 | 115.8125211933 |
| 2018-04-01 | 115.5500581682 |
| 2018-05-01 | 116.2161518019 |
| 2018-06-01 | 116.5081632581 |
| 2018-07-01 | 116.6210487402 |
| 2018-08-01 | 117.1044608169 |
| 2018-09-01 | 116.3355352936 |
| 2018-10-01 | 117.1009385561 |
| 2018-11-01 | 117.3371548503 |
| 2018-12-01 | 116.6961364778 |
| 2019-01-01 | 116.0891893557 |
| 2019-02-01 | 116.8900189554 |
| 2019-03-01 | 117.0087908001 |
| 2019-04-01 | 117.3590490424 |
| 2019-05-01 | 117.3630671429 |
| 2019-06-01 | 117.8924941364 |
| 2019-07-01 | 118.2522398318 |
| 2019-08-01 | 118.6094676692 |
| 2019-09-01 | 119.0661166982 |
| 2019-10-01 | 119.0276878471 |
| 2019-11-01 | 120.1898386921 |
| 2019-12-01 | 119.0190000025 |
| 2020-01-01 | 118.9116649290 |
| 2020-02-01 | 118.4536058351 |
| 2020-03-01 | 118.2143804194 |
| 2020-04-01 | 111.7276485788 |
| 2020-05-01 | 111.8909320773 |
| 2020-06-01 | 111.3940198710 |
| 2020-07-01 | 111.7508073808 |
| 2020-08-01 | 111.7070035182 |
| 2020-09-01 | 111.3652006338 |
| 2020-10-01 | 112.9924652902 |
| 2020-11-01 | 112.2872632759 |
| 2020-12-01 | 113.2524639647 |
| 2021-01-01 | 114.2492990903 |
| 2021-02-01 | 114.5881298274 |
| 2021-03-01 | 115.6955104865 |
| 2021-04-01 | 116.0207038878 |
| 2021-05-01 | 116.1635887192 |
| 2021-06-01 | 116.7526526292 |
| 2021-07-01 | 117.9150010845 |
| 2021-08-01 | 118.4532167271 |
| 2021-09-01 | 119.3160687397 |
| 2021-10-01 | 121.4742717147 |
| 2021-11-01 | 121.4995002523 |
| 2021-12-01 | 122.1406916455 |
| 2022-01-01 | 121.9822813249 |
| 2022-02-01 | 123.8203256736 |
| 2022-03-01 | 123.4453776738 |
| 2022-04-01 | 123.9610350771 |
| 2022-05-01 | 122.8577998572 |
| 2022-06-01 | 123.0101282565 |
| 2022-07-01 | 124.2682509670 |
| 2022-08-01 | 124.3708190283 |
| 2022-09-01 | 124.1887385302 |
| 2022-10-01 | 123.4631100097 |
| 2022-11-01 | 121.8851335193 |
| 2022-12-01 | 122.5038096058 |
| 2023-01-01 | 123.3370488855 |
| 2023-02-01 | 123.0119175504 |
| 2023-03-01 | 122.6646645904 |
| 2023-04-01 | 122.6878422235 |
| 2023-05-01 | 122.7794843857 |
| 2023-06-01 | 123.2503499498 |
| 2023-07-01 | 122.5034850503 |
| 2023-08-01 | 122.6209617388 |
| 2023-09-01 | 123.0935519217 |
| 2023-10-01 | 122.4256465240 |
| 2023-11-01 | 122.6231709341 |
| 2023-12-01 | 123.5177179893 |
| 2024-01-01 | 124.3125632290 |
| 2024-02-01 | 124.6685007741 |
| 2024-03-01 | 125.0706064880 |
| 2024-04-01 | 124.7701087199 |
| 2024-05-01 | 125.2020806279 |
| 2024-06-01 | 125.2605487263 |
| 2024-07-01 | 124.8669604784 |
| 2024-08-01 | 124.7889237052 |
| 2024-09-01 | 124.7090008908 |
| 2024-10-01 | 125.2582345801 |
| 2024-11-01 | 124.6423701936 |
| 2024-12-01 | 124.0157279962 |
| 2025-01-01 | 125.2008869512 |
| 2025-02-01 | 125.4533685135 |
| 2025-03-01 | 125.8052917609 |
| 2025-04-01 | 125.6832754207 |
| 2025-05-01 | 126.1571104615 |
| 2025-06-01 | 125.5304579041 |
| 2025-07-01 | 125.7353120919 |
| 2025-08-01 | 125.7738098137 |
| 2025-09-01 | 125.4994812485 |
| 2025-10-01 | 124.7049513325 |
| 2025-11-01 | 125.1009946748 |
| 2025-12-01 | 124.5510924001 |
| 2026-01-01 | 123.8482879904 |
| 2026-02-01 | 123.3155694973 |
| 2026-03-01 | 122.9993596068 |
| 2026-04-01 | 123.6425666868 |
| 2026-05-01 | 123.0701754041 |
| 2026-06-01 | 124.0823985087 |
| 2026-07-01 | 123.3276466513 |
| 2026-08-01 | 123.0792849500 |