Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Richmond, VA (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Richmond, VA (MSA) |
|---|---|
| Series ID | SMU51400606054000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 6:42 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 | 18.575886931332300 |
| 1990-02-01 | 18.687222503764300 |
| 1990-03-01 | 18.742735790416898 |
| 1990-04-01 | 18.595340783326602 |
| 1990-05-01 | 18.636846136568600 |
| 1990-06-01 | 18.760773281385500 |
| 1990-07-01 | 18.992558726417700 |
| 1990-08-01 | 19.101944950633897 |
| 1990-09-01 | 19.022090778208398 |
| 1990-10-01 | 19.197870060785100 |
| 1990-11-01 | 19.196217688315198 |
| 1990-12-01 | 19.004497162219998 |
| 1991-01-01 | 19.162700562116800 |
| 1991-02-01 | 18.875985713722600 |
| 1991-03-01 | 18.935483601739303 |
| 1991-04-01 | 19.197923565225800 |
| 1991-05-01 | 19.047611624446198 |
| 1991-06-01 | 19.074019925583897 |
| 1991-07-01 | 19.079831459627602 |
| 1991-08-01 | 19.207596932294898 |
| 1991-09-01 | 19.322829999030102 |
| 1991-10-01 | 19.115951805777897 |
| 1991-11-01 | 19.106131225225802 |
| 1991-12-01 | 19.093984737625600 |
| 1992-01-01 | 19.043256094179900 |
| 1992-02-01 | 19.054747292479103 |
| 1992-03-01 | 19.122668697898500 |
| 1992-04-01 | 19.100385655630397 |
| 1992-05-01 | 19.256048273276500 |
| 1992-06-01 | 19.208016114959100 |
| 1992-07-01 | 19.063024778322000 |
| 1992-08-01 | 19.011335638202397 |
| 1992-09-01 | 19.025524594320200 |
| 1992-10-01 | 19.154273395961603 |
| 1992-11-01 | 19.220902288995198 |
| 1992-12-01 | 19.268715241648398 |
| 1993-01-01 | 19.218622337295603 |
| 1993-02-01 | 19.330213757121100 |
| 1993-03-01 | 19.301723709055300 |
| 1993-04-01 | 19.296026509179400 |
| 1993-05-01 | 19.364709514678800 |
| 1993-06-01 | 19.458836966054200 |
| 1993-07-01 | 19.128728741047400 |
| 1993-08-01 | 19.222690082940897 |
| 1993-09-01 | 19.346110140125500 |
| 1993-10-01 | 19.599504571185000 |
| 1993-11-01 | 19.529230201496897 |
| 1993-12-01 | 19.445877934964003 |
| 1994-01-01 | 19.991132158236000 |
| 1994-02-01 | 19.994626948819498 |
| 1994-03-01 | 20.065587593007603 |
| 1994-04-01 | 20.086724818753700 |
| 1994-05-01 | 20.084549688244900 |
| 1994-06-01 | 20.313909166448198 |
| 1994-07-01 | 20.794894562611603 |
| 1994-08-01 | 20.829410454091400 |
| 1994-09-01 | 21.090162452198600 |
| 1994-10-01 | 20.632229994731100 |
| 1994-11-01 | 20.944304842078400 |
| 1994-12-01 | 21.031480345268400 |
| 1995-01-01 | 20.850868220584200 |
| 1995-02-01 | 21.064011779494898 |
| 1995-03-01 | 21.125172731413300 |
| 1995-04-01 | 21.064930249251802 |
| 1995-05-01 | 21.314762448658303 |
| 1995-06-01 | 21.258895761440400 |
| 1995-07-01 | 21.556738052640000 |
| 1995-08-01 | 21.839141942388100 |
| 1995-09-01 | 21.844163087682300 |
| 1995-10-01 | 21.856230465908100 |
| 1995-11-01 | 22.060196378649300 |
| 1995-12-01 | 22.634332448659702 |
| 1996-01-01 | 22.209586194586898 |
| 1996-02-01 | 22.138129981295098 |
| 1996-03-01 | 22.387785068726302 |
| 1996-04-01 | 22.928970971978803 |
| 1996-05-01 | 23.041314186244698 |
| 1996-06-01 | 23.281972880038400 |
| 1996-07-01 | 22.538613214383997 |
| 1996-08-01 | 22.738729398089600 |
| 1996-09-01 | 23.104633864938002 |
| 1996-10-01 | 23.267649743970104 |
| 1996-11-01 | 23.485187255419900 |
| 1996-12-01 | 23.546616872026100 |
| 1997-01-01 | 23.772818609835600 |
| 1997-02-01 | 23.933022147725396 |
| 1997-03-01 | 24.079193527109602 |
| 1997-04-01 | 23.768172889723200 |
| 1997-05-01 | 23.745138381962400 |
| 1997-06-01 | 23.855953806262600 |
| 1997-07-01 | 24.440617211817603 |
| 1997-08-01 | 24.656996762034300 |
| 1997-09-01 | 24.651323037239000 |
| 1997-10-01 | 25.081373183628102 |
| 1997-11-01 | 25.213533511912605 |
| 1997-12-01 | 25.457438840509600 |
| 1998-01-01 | 25.655240640975400 |
| 1998-02-01 | 25.740916448777200 |
| 1998-03-01 | 25.884952822293100 |
| 1998-04-01 | 26.006490136440302 |
| 1998-05-01 | 26.234579446072196 |
| 1998-06-01 | 26.502779338449603 |
| 1998-07-01 | 26.550879585470700 |
| 1998-08-01 | 26.757040511711900 |
| 1998-09-01 | 26.995502735325605 |
| 1998-10-01 | 27.095779345394600 |
| 1998-11-01 | 27.149936103855600 |
| 1998-12-01 | 27.161359184874800 |
| 1999-01-01 | 27.655545209458200 |
| 1999-02-01 | 28.161107854952000 |
| 1999-03-01 | 28.209793407978000 |
| 1999-04-01 | 27.949242503006100 |
| 1999-05-01 | 27.906803205285602 |
| 1999-06-01 | 27.934345668397604 |
| 1999-07-01 | 28.066539950454400 |
| 1999-08-01 | 28.160524798471798 |
| 1999-09-01 | 28.204648763045000 |
| 1999-10-01 | 28.529034222795502 |
| 1999-11-01 | 28.677988430144800 |
| 1999-12-01 | 28.850927703003503 |
| 2000-01-01 | 29.071549484120997 |
| 2000-02-01 | 29.286882472498498 |
| 2000-03-01 | 29.435254787317902 |
| 2000-04-01 | 29.810125113783500 |
| 2000-05-01 | 29.873878930699394 |
| 2000-06-01 | 30.093370036403197 |
| 2000-07-01 | 29.976208193674196 |
| 2000-08-01 | 29.951445436751104 |
| 2000-09-01 | 30.108625718219400 |
| 2000-10-01 | 29.957885653507105 |
| 2000-11-01 | 29.989508107096896 |
| 2000-12-01 | 29.921081324969100 |
| 2001-01-01 | 29.399381489257200 |
| 2001-02-01 | 29.505709836238605 |
| 2001-03-01 | 29.454348102031698 |
| 2001-04-01 | 29.691398583606800 |
| 2001-05-01 | 29.856542588421696 |
| 2001-06-01 | 29.773585136976298 |
| 2001-07-01 | 29.993070872042900 |
| 2001-08-01 | 29.861287263496298 |
| 2001-09-01 | 29.595764080447502 |
| 2001-10-01 | 29.472847855591002 |
| 2001-11-01 | 29.371426595316600 |
| 2001-12-01 | 29.475674066706600 |
| 2002-01-01 | 29.520673303640500 |
| 2002-02-01 | 29.718211553223500 |
| 2002-03-01 | 29.749480741294800 |
| 2002-04-01 | 29.599238614903804 |
| 2002-05-01 | 29.681830342360602 |
| 2002-06-01 | 29.691117087913900 |
| 2002-07-01 | 29.397000554805900 |
| 2002-08-01 | 29.373186583915000 |
| 2002-09-01 | 29.389060613603895 |
| 2002-10-01 | 29.367371480012697 |
| 2002-11-01 | 29.431161076543898 |
| 2002-12-01 | 29.425444720644800 |
| 2003-01-01 | 27.639833119107898 |
| 2003-02-01 | 27.499935696702103 |
| 2003-03-01 | 27.523263587879200 |
| 2003-04-01 | 27.737894211455803 |
| 2003-05-01 | 27.842615589642300 |
| 2003-06-01 | 27.831108368507700 |
| 2003-07-01 | 27.898543410091500 |
| 2003-08-01 | 27.891474400783800 |
| 2003-09-01 | 27.972767456763503 |
| 2003-10-01 | 28.049552847348398 |
| 2003-11-01 | 27.980300861225200 |
| 2003-12-01 | 28.190906150738000 |
| 2004-01-01 | 28.131257789707200 |
| 2004-02-01 | 28.267986708596800 |
| 2004-03-01 | 28.402066245077602 |
| 2004-04-01 | 28.377892927006602 |
| 2004-05-01 | 28.425026129868396 |
| 2004-06-01 | 28.788611591639400 |
| 2004-07-01 | 29.083472640243397 |
| 2004-08-01 | 29.500634860334900 |
| 2004-09-01 | 29.766230234090600 |
| 2004-10-01 | 30.126445414794997 |
| 2004-11-01 | 30.336528522666400 |
| 2004-12-01 | 30.474224080616400 |
| 2005-01-01 | 30.517627137452997 |
| 2005-02-01 | 30.613277911407000 |
| 2005-03-01 | 30.987694761195100 |
| 2005-04-01 | 31.118679370456398 |
| 2005-05-01 | 31.099208459553104 |
| 2005-06-01 | 31.241392923916300 |
| 2005-07-01 | 30.870400696364000 |
| 2005-08-01 | 31.003024421745500 |
| 2005-09-01 | 31.265910647846500 |
| 2005-10-01 | 32.308697929988696 |
| 2005-11-01 | 32.497360507613800 |
| 2005-12-01 | 32.676840764409400 |
| 2006-01-01 | 32.292373540814700 |
| 2006-02-01 | 32.567913001634100 |
| 2006-03-01 | 32.585365066482800 |
| 2006-04-01 | 32.644458874867500 |
| 2006-05-01 | 32.744751106253000 |
| 2006-06-01 | 32.889390093797900 |
| 2006-07-01 | 33.252246409929800 |
| 2006-08-01 | 33.400006839121800 |
| 2006-09-01 | 33.470926290321100 |
| 2006-10-01 | 33.505799424194500 |
| 2006-11-01 | 33.573926182013900 |
| 2006-12-01 | 33.695409497809900 |
| 2007-01-01 | 33.967711266970400 |
| 2007-02-01 | 34.026502641718500 |
| 2007-03-01 | 33.993742964335900 |
| 2007-04-01 | 34.050538349546700 |
| 2007-05-01 | 34.045148622531500 |
| 2007-06-01 | 34.340974618523305 |
| 2007-07-01 | 34.538746852133300 |
| 2007-08-01 | 34.789625802236600 |
| 2007-09-01 | 34.691324070157400 |
| 2007-10-01 | 34.798305170247005 |
| 2007-11-01 | 34.671458361084106 |
| 2007-12-01 | 35.124547069730100 |
| 2008-01-01 | 35.330990735949300 |
| 2008-02-01 | 35.609525399611800 |
| 2008-03-01 | 35.709174500319400 |
| 2008-04-01 | 35.825687775705600 |
| 2008-05-01 | 36.032075084245100 |
| 2008-06-01 | 36.092102292911400 |
| 2008-07-01 | 35.822340258636600 |
| 2008-08-01 | 35.773122042838104 |
| 2008-09-01 | 35.621353228987900 |
| 2008-10-01 | 36.086542352148900 |
| 2008-11-01 | 35.776477089699604 |
| 2008-12-01 | 35.547136237564395 |
| 2009-01-01 | 35.315242971145200 |
| 2009-02-01 | 35.104476630835900 |
| 2009-03-01 | 34.931216859997100 |
| 2009-04-01 | 34.492612821253900 |
| 2009-05-01 | 34.401608330556700 |
| 2009-06-01 | 34.227265706278400 |
| 2009-07-01 | 34.315272879453800 |
| 2009-08-01 | 34.255679874247400 |
| 2009-09-01 | 34.564625410781600 |
| 2009-10-01 | 34.258817627892100 |
| 2009-11-01 | 34.367244205340500 |
| 2009-12-01 | 34.370509062112800 |
| 2010-01-01 | 34.422152373986900 |
| 2010-02-01 | 34.312570516226100 |
| 2010-03-01 | 34.340468709404400 |
| 2010-04-01 | 34.669097492862100 |
| 2010-05-01 | 34.685947405992100 |
| 2010-06-01 | 34.449060078056895 |
| 2010-07-01 | 35.605063463884300 |
| 2010-08-01 | 35.632536960627400 |
| 2010-09-01 | 35.590785511379790 |
| 2010-10-01 | 35.832102684472700 |
| 2010-11-01 | 35.746699464727400 |
| 2010-12-01 | 36.089514235641396 |
| 2011-01-01 | 36.452715907864000 |
| 2011-02-01 | 36.623946107482396 |
| 2011-03-01 | 36.970563505077500 |
| 2011-04-01 | 37.252550548744395 |
| 2011-05-01 | 37.165906645968300 |
| 2011-06-01 | 37.455330816708000 |
| 2011-07-01 | 37.697132074478700 |
| 2011-08-01 | 37.799328600402500 |
| 2011-09-01 | 37.806926401758700 |
| 2011-10-01 | 37.607236671096600 |
| 2011-11-01 | 37.928280865421904 |
| 2011-12-01 | 37.898457750711600 |
| 2012-01-01 | 37.786956182674800 |
| 2012-02-01 | 37.837062918285500 |
| 2012-03-01 | 37.498339739829100 |
| 2012-04-01 | 37.758377521116800 |
| 2012-05-01 | 37.967717058437294 |
| 2012-06-01 | 38.061714800602200 |
| 2012-07-01 | 37.980504912331000 |
| 2012-08-01 | 37.951905587395200 |
| 2012-09-01 | 38.009364050493005 |
| 2012-10-01 | 38.585801347935295 |
| 2012-11-01 | 38.410688235860796 |
| 2012-12-01 | 38.290552856947300 |
| 2013-01-01 | 38.427030303370900 |
| 2013-02-01 | 38.541727265643104 |
| 2013-03-01 | 38.636276890533710 |
| 2013-04-01 | 38.387588346164900 |
| 2013-05-01 | 38.363910433807504 |
| 2013-06-01 | 38.359908184223400 |
| 2013-07-01 | 38.361870541487896 |
| 2013-08-01 | 38.525655633705604 |
| 2013-09-01 | 38.514237112081600 |
| 2013-10-01 | 38.468495910866200 |
| 2013-11-01 | 38.378536858669600 |
| 2013-12-01 | 37.974879118168800 |
| 2014-01-01 | 38.457994728023500 |
| 2014-02-01 | 38.533011034177605 |
| 2014-03-01 | 38.560524060395800 |
| 2014-04-01 | 38.834681025878204 |
| 2014-05-01 | 38.776594824251400 |
| 2014-06-01 | 38.765271313436610 |
| 2014-07-01 | 38.538534712338700 |
| 2014-08-01 | 38.508675770017400 |
| 2014-09-01 | 38.517032315902000 |
| 2014-10-01 | 38.258683893362004 |
| 2014-11-01 | 38.352078711778900 |
| 2014-12-01 | 38.553363431873900 |
| 2015-01-01 | 38.468900904874104 |
| 2015-02-01 | 38.522747414464000 |
| 2015-03-01 | 38.487833285088400 |
| 2015-04-01 | 39.073122974477900 |
| 2015-05-01 | 39.474644298449200 |
| 2015-06-01 | 39.665445379418200 |
| 2015-07-01 | 40.213904377706300 |
| 2015-08-01 | 40.623484384753105 |
| 2015-09-01 | 40.838880072315796 |
| 2015-10-01 | 41.150487886934290 |
| 2015-11-01 | 41.128459331891300 |
| 2015-12-01 | 41.343324231008900 |
| 2016-01-01 | 41.352538192676604 |
| 2016-02-01 | 41.411107624934395 |
| 2016-03-01 | 41.705123745786295 |
| 2016-04-01 | 41.298675614588205 |
| 2016-05-01 | 41.278639771098400 |
| 2016-06-01 | 41.257912463042200 |
| 2016-07-01 | 41.486970860399104 |
| 2016-08-01 | 41.444945843031200 |
| 2016-09-01 | 41.581850000418210 |
| 2016-10-01 | 41.734130176341600 |
| 2016-11-01 | 42.011597658882500 |
| 2016-12-01 | 42.058853544736710 |
| 2017-01-01 | 42.116689558056200 |
| 2017-02-01 | 42.401445723724400 |
| 2017-03-01 | 42.324935037427200 |
| 2017-04-01 | 42.416570383030795 |
| 2017-05-01 | 42.360098563008200 |
| 2017-06-01 | 42.638639209864294 |
| 2017-07-01 | 42.557937665649796 |
| 2017-08-01 | 42.682403449876700 |
| 2017-09-01 | 42.630898740212600 |
| 2017-10-01 | 42.513852671811290 |
| 2017-11-01 | 42.596040320727205 |
| 2017-12-01 | 42.798567538212296 |
| 2018-01-01 | 42.677435179294290 |
| 2018-02-01 | 42.706198455088504 |
| 2018-03-01 | 42.840176020084100 |
| 2018-04-01 | 42.723540179236900 |
| 2018-05-01 | 42.943391038505204 |
| 2018-06-01 | 43.206350115471600 |
| 2018-07-01 | 42.631785284503900 |
| 2018-08-01 | 42.792714541502210 |
| 2018-09-01 | 42.667267667905300 |
| 2018-10-01 | 43.190134520551005 |
| 2018-11-01 | 43.308427609309400 |
| 2018-12-01 | 43.047079886864600 |
| 2019-01-01 | 43.545950558466394 |
| 2019-02-01 | 43.637416154217500 |
| 2019-03-01 | 43.669769006748400 |
| 2019-04-01 | 43.807252123333600 |
| 2019-05-01 | 43.815742444996500 |
| 2019-06-01 | 43.977337203517200 |
| 2019-07-01 | 43.997944874670296 |
| 2019-08-01 | 44.079954633368500 |
| 2019-09-01 | 44.070586501811896 |
| 2019-10-01 | 44.271862415153900 |
| 2019-11-01 | 44.442986292036200 |
| 2019-12-01 | 44.410737400853500 |
| 2020-01-01 | 44.736824834833900 |
| 2020-02-01 | 44.774866698527404 |
| 2020-03-01 | 44.803491442191400 |
| 2020-04-01 | 42.983986332101900 |
| 2020-05-01 | 43.190601406938200 |
| 2020-06-01 | 42.846998693164700 |
| 2020-07-01 | 43.262398094127505 |
| 2020-08-01 | 43.333190559940604 |
| 2020-09-01 | 43.553294226502800 |
| 2020-10-01 | 43.750525110688800 |
| 2020-11-01 | 43.904200317394800 |
| 2020-12-01 | 44.180669041077900 |
| 2021-01-01 | 44.250814889671794 |
| 2021-02-01 | 44.303765618419200 |
| 2021-03-01 | 44.733388732711710 |
| 2021-04-01 | 44.759846919821210 |
| 2021-05-01 | 44.970954390652600 |
| 2021-06-01 | 45.220824618243704 |
| 2021-07-01 | 45.422417786995710 |
| 2021-08-01 | 45.589466362309500 |
| 2021-09-01 | 45.700857179663900 |
| 2021-10-01 | 46.038712766530196 |
| 2021-11-01 | 46.775457322325600 |
| 2021-12-01 | 46.549049826895704 |
| 2022-01-01 | 46.091739056728294 |
| 2022-02-01 | 46.715334649871800 |
| 2022-03-01 | 46.839416150771704 |
| 2022-04-01 | 47.344363201019300 |
| 2022-05-01 | 47.368896857000100 |
| 2022-06-01 | 47.583119422132900 |
| 2022-07-01 | 48.289715516617896 |
| 2022-08-01 | 48.152265882944000 |
| 2022-09-01 | 48.147945752638800 |
| 2022-10-01 | 48.038571920549096 |
| 2022-11-01 | 48.040935022807204 |
| 2022-12-01 | 47.898639970453300 |
| 2023-01-01 | 48.135940806939200 |
| 2023-02-01 | 48.316852434065396 |
| 2023-03-01 | 48.237450535786600 |
| 2023-04-01 | 48.228660097783006 |
| 2023-05-01 | 48.471642878375900 |
| 2023-06-01 | 48.654432898939800 |
| 2023-07-01 | 48.063251931253900 |
| 2023-08-01 | 48.135938025136500 |
| 2023-09-01 | 48.094173586549900 |
| 2023-10-01 | 48.245376644454204 |
| 2023-11-01 | 48.189526849890210 |
| 2023-12-01 | 47.942929210452206 |
| 2024-01-01 | 48.470825017810796 |
| 2024-02-01 | 48.605451692465600 |
| 2024-03-01 | 48.726897845288500 |
| 2024-04-01 | 48.721778415333400 |
| 2024-05-01 | 48.472236214586296 |
| 2024-06-01 | 48.930485828048404 |
| 2024-07-01 | 49.350271099375604 |
| 2024-08-01 | 48.932033207733404 |
| 2024-09-01 | 49.268977806737006 |
| 2024-10-01 | 49.149848168854895 |
| 2024-11-01 | 49.114623361599506 |
