Table Data - All Employees: Professional and Business Services: Scientific Research and Development Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services: Scientific Research and Development Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | SMU24125806054170001SA |
| 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 2024-08-01 |
| Last Updated | 2024-09-21 4:36 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 | 7.6909418917362800 |
| 1990-02-01 | 7.7364377684916400 |
| 1990-03-01 | 7.8226227275891300 |
| 1990-04-01 | 7.9755088270118200 |
| 1990-05-01 | 7.9752926369193300 |
| 1990-06-01 | 7.9654745973415490 |
| 1990-07-01 | 8.0128133256568100 |
| 1990-08-01 | 7.9917619811223300 |
| 1990-09-01 | 7.9135040173718300 |
| 1990-10-01 | 7.9226527217701600 |
| 1990-11-01 | 7.9173621883271394 |
| 1990-12-01 | 7.8684629532985200 |
| 1991-01-01 | 7.9005565664531390 |
| 1991-02-01 | 7.9413612447231790 |
| 1991-03-01 | 7.9249164289637190 |
| 1991-04-01 | 7.8750922215974300 |
| 1991-05-01 | 7.7656296711823405 |
| 1991-06-01 | 7.7651105590811400 |
| 1991-07-01 | 7.6065546754908000 |
| 1991-08-01 | 7.5927371454761690 |
| 1991-09-01 | 7.6053075491481400 |
| 1991-10-01 | 7.6261289060733090 |
| 1991-11-01 | 7.6235349292684510 |
| 1991-12-01 | 7.6677308493952205 |
| 1992-01-01 | 7.6183237272748490 |
| 1992-02-01 | 7.5438255283651605 |
| 1992-03-01 | 7.5270714301003006 |
| 1992-04-01 | 7.3748065370945700 |
| 1992-05-01 | 7.3500872688302400 |
| 1992-06-01 | 7.3610666641691790 |
| 1992-07-01 | 7.7013264797576390 |
| 1992-08-01 | 7.5935224911951400 |
| 1992-09-01 | 7.5902567346241900 |
| 1992-10-01 | 7.6308620372466800 |
| 1992-11-01 | 7.6312586055950590 |
| 1992-12-01 | 7.5658153069918710 |
| 1993-01-01 | 7.6426947207668490 |
| 1993-02-01 | 7.6526108852761200 |
| 1993-03-01 | 7.6330226845770000 |
| 1993-04-01 | 7.6690007480881110 |
| 1993-05-01 | 7.7326535478564296 |
| 1993-06-01 | 7.7602020324551100 |
| 1993-07-01 | 7.6917064151154190 |
| 1993-08-01 | 7.6868757928821690 |
| 1993-09-01 | 7.6754696783163800 |
| 1993-10-01 | 7.6347375732519900 |
| 1993-11-01 | 7.6376809992369110 |
| 1993-12-01 | 7.6750793174882800 |
| 1994-01-01 | 7.5657142634836510 |
| 1994-02-01 | 7.5604385972123300 |
| 1994-03-01 | 7.6395234863266400 |
| 1994-04-01 | 7.6631524415007400 |
| 1994-05-01 | 7.7172945280182300 |
| 1994-06-01 | 7.6563009522761000 |
| 1994-07-01 | 7.7839243357863600 |
| 1994-08-01 | 7.6748371384779690 |
| 1994-09-01 | 7.7651002853359605 |
| 1994-10-01 | 7.7393983022206400 |
| 1994-11-01 | 7.7377922909803700 |
| 1994-12-01 | 7.6817811860718800 |
| 1995-01-01 | 8.0908117605849100 |
| 1995-02-01 | 8.0732814640509610 |
| 1995-03-01 | 8.0505537222905500 |
| 1995-04-01 | 8.0531451222339500 |
| 1995-05-01 | 8.0025582594547300 |
| 1995-06-01 | 7.9524104429248395 |
| 1995-07-01 | 7.8667097415311690 |
| 1995-08-01 | 7.8635914329045200 |
| 1995-09-01 | 7.8638565991023490 |
| 1995-10-01 | 7.8465971541063610 |
| 1995-11-01 | 7.8364271474439910 |
| 1995-12-01 | 7.8016726046846700 |
| 1996-01-01 | 7.7051132399027000 |
| 1996-02-01 | 7.6743873355633400 |
| 1996-03-01 | 7.6583527253310000 |
| 1996-04-01 | 7.7489472153561700 |
| 1996-05-01 | 7.6910231753033100 |
| 1996-06-01 | 7.7360278868890000 |
| 1996-07-01 | 7.7543352687669190 |
| 1996-08-01 | 7.8611451271278890 |
| 1996-09-01 | 7.9714570150667905 |
| 1996-10-01 | 7.8549183192410800 |
| 1996-11-01 | 7.8323090846002605 |
| 1996-12-01 | 7.8201668889101400 |
| 1997-01-01 | 7.9120583412760800 |
| 1997-02-01 | 7.8713103295479600 |
| 1997-03-01 | 7.9653761387827800 |
| 1997-04-01 | 7.8464086091382805 |
| 1997-05-01 | 7.8853364418578895 |
| 1997-06-01 | 7.9116349484542800 |
| 1997-07-01 | 8.0415987987130300 |
| 1997-08-01 | 8.1606199905820700 |
| 1997-09-01 | 8.1863702865221700 |
| 1997-10-01 | 8.2656869236486800 |
| 1997-11-01 | 8.3313888466157000 |
| 1997-12-01 | 8.3456168015737990 |
| 1998-01-01 | 8.2059024525067900 |
| 1998-02-01 | 8.1604795827418800 |
| 1998-03-01 | 8.2666457668769090 |
| 1998-04-01 | 8.5500547243058480 |
| 1998-05-01 | 8.5836551803569990 |
| 1998-06-01 | 8.5861680502814200 |
| 1998-07-01 | 8.6352705439236390 |
| 1998-08-01 | 8.5587542382232690 |
| 1998-09-01 | 8.6015321897083700 |
| 1998-10-01 | 8.5763101380032800 |
| 1998-11-01 | 8.6338394142603000 |
| 1998-12-01 | 8.6592467438035200 |
| 1999-01-01 | 8.8012376613317680 |
| 1999-02-01 | 8.8492674021848200 |
| 1999-03-01 | 8.8691548180522200 |
| 1999-04-01 | 8.2506105226957590 |
| 1999-05-01 | 8.3885061164406200 |
| 1999-06-01 | 8.3663579464539000 |
| 1999-07-01 | 8.3305671294049000 |
| 1999-08-01 | 8.2594588368277300 |
| 1999-09-01 | 8.2100905850741100 |
| 1999-10-01 | 8.4817637767884100 |
| 1999-11-01 | 8.5401777168223000 |
| 1999-12-01 | 8.4646995041535900 |
| 2000-01-01 | 8.6922794033732500 |
| 2000-02-01 | 8.7386135701529210 |
| 2000-03-01 | 8.7713631096985900 |
| 2000-04-01 | 8.7542722789496300 |
| 2000-05-01 | 8.6983659971701600 |
| 2000-06-01 | 8.8579645222749800 |
| 2000-07-01 | 8.7370946517357190 |
| 2000-08-01 | 8.7603920948578620 |
| 2000-09-01 | 8.7085810566446790 |
| 2000-10-01 | 9.2752728687584990 |
| 2000-11-01 | 9.3450236684031500 |
| 2000-12-01 | 9.3560971134119480 |
| 2001-01-01 | 9.3850501506010510 |
| 2001-02-01 | 9.4332012697852600 |
| 2001-03-01 | 9.4750104615088900 |
| 2001-04-01 | 9.5573603496748220 |
| 2001-05-01 | 9.6151386634113490 |
| 2001-06-01 | 9.6634451019617790 |
| 2001-07-01 | 9.7486476513957100 |
| 2001-08-01 | 9.8589692203122300 |
| 2001-09-01 | 10.0021204669850000 |
| 2001-10-01 | 9.7599545753344300 |
| 2001-11-01 | 9.7460414856079720 |
| 2001-12-01 | 9.6410869940578600 |
| 2002-01-01 | 9.8758414189088110 |
| 2002-02-01 | 9.9343821449782600 |
| 2002-03-01 | 10.0775265436309010 |
| 2002-04-01 | 9.8611074440218500 |
| 2002-05-01 | 9.9281135951251310 |
| 2002-06-01 | 9.9833582717414710 |
| 2002-07-01 | 9.9652141125059200 |
| 2002-08-01 | 9.9563601057072800 |
| 2002-09-01 | 9.9910636818251090 |
| 2002-10-01 | 10.0431867904149000 |
| 2002-11-01 | 10.0431403586834000 |
| 2002-12-01 | 10.0257158444190000 |
| 2003-01-01 | 9.8715734493386090 |
| 2003-02-01 | 9.9338069545892690 |
| 2003-03-01 | 9.9778150303007600 |
| 2003-04-01 | 10.1617047075826990 |
| 2003-05-01 | 10.3377476114429000 |
| 2003-06-01 | 10.5011156948752000 |
| 2003-07-01 | 10.6793124433509000 |
| 2003-08-01 | 10.8643762481264000 |
| 2003-09-01 | 11.0790639393976000 |
| 2003-10-01 | 11.2305526406786990 |
| 2003-11-01 | 11.3371912350139000 |
| 2003-12-01 | 11.5230703244631980 |
| 2004-01-01 | 11.5647543998272000 |
| 2004-02-01 | 11.6335350920898000 |
| 2004-03-01 | 11.6754126322725000 |
| 2004-04-01 | 11.6580372666450000 |
| 2004-05-01 | 11.7384282877635010 |
| 2004-06-01 | 11.7120423527604000 |
| 2004-07-01 | 11.7917499578408000 |
| 2004-08-01 | 11.7754476528764020 |
| 2004-09-01 | 11.7674370282256000 |
| 2004-10-01 | 11.8261000604008010 |
| 2004-11-01 | 11.8356832120600990 |
| 2004-12-01 | 11.9356913025638000 |
| 2005-01-01 | 12.0588163963014000 |
| 2005-02-01 | 12.0270916754661000 |
| 2005-03-01 | 12.0676062169845010 |
| 2005-04-01 | 12.1536383777771000 |
| 2005-05-01 | 12.1373557195084000 |
| 2005-06-01 | 12.1133798080463000 |
| 2005-07-01 | 12.0953887331925000 |
| 2005-08-01 | 12.0819844620989020 |
| 2005-09-01 | 12.2588094764608000 |
| 2005-10-01 | 12.3312961388263020 |
| 2005-11-01 | 12.4352699831156990 |
| 2005-12-01 | 12.4572032083318010 |
| 2006-01-01 | 12.4586814703333000 |
| 2006-02-01 | 12.6255358852048010 |
| 2006-03-01 | 12.6609475568019000 |
| 2006-04-01 | 12.5490335188298020 |
| 2006-05-01 | 12.5338128833687000 |
| 2006-06-01 | 12.6022819259361000 |
| 2006-07-01 | 12.5929587672690020 |
| 2006-08-01 | 12.5769239087943010 |
| 2006-09-01 | 12.6481513906518010 |
| 2006-10-01 | 12.6414120270434000 |
| 2006-11-01 | 12.6415918254964000 |
| 2006-12-01 | 12.5829169537765000 |
| 2007-01-01 | 12.6673731484889000 |
| 2007-02-01 | 12.6279058088315010 |
| 2007-03-01 | 12.6557343646908000 |
| 2007-04-01 | 12.6491579116033000 |
| 2007-05-01 | 12.6349707198207000 |
| 2007-06-01 | 12.5769329806431980 |
| 2007-07-01 | 12.5775637048036000 |
| 2007-08-01 | 12.5691431740830990 |
| 2007-09-01 | 12.5427160842343000 |
| 2007-10-01 | 12.5473496703138010 |
| 2007-11-01 | 12.5468880491055990 |
| 2007-12-01 | 12.6010151568930000 |
| 2008-01-01 | 12.8853299009050000 |
| 2008-02-01 | 12.8442803669791990 |
| 2008-03-01 | 12.8560954827473000 |
| 2008-04-01 | 12.9487001691889000 |
| 2008-05-01 | 13.0374737303276990 |
| 2008-06-01 | 13.0430383604301000 |
| 2008-07-01 | 13.1597927662142000 |
| 2008-08-01 | 13.2593501398741010 |
| 2008-09-01 | 13.3428155086516000 |
| 2008-10-01 | 13.3467455200643010 |
| 2008-11-01 | 13.4547565246598000 |
| 2008-12-01 | 13.6083373345032000 |
| 2009-01-01 | 13.4028363429765010 |
| 2009-02-01 | 13.2620684265580980 |
| 2009-03-01 | 13.3614918830711020 |
| 2009-04-01 | 13.2505703008713010 |
| 2009-05-01 | 13.2414064531005000 |
| 2009-06-01 | 13.3189962398605000 |
| 2009-07-01 | 13.1370573817249990 |
| 2009-08-01 | 13.2538022364735980 |
| 2009-09-01 | 13.0523550855215000 |
| 2009-10-01 | 12.7403534145736990 |
| 2009-11-01 | 12.7520363442554000 |
| 2009-12-01 | 12.7008824908595980 |
| 2010-01-01 | 12.2180003902503010 |
| 2010-02-01 | 12.1821186281420000 |
| 2010-03-01 | 12.1686468223601000 |
| 2010-04-01 | 12.1535285777076000 |
| 2010-05-01 | 12.1509253636778000 |
| 2010-06-01 | 12.2037104090366010 |
| 2010-07-01 | 12.2215265005597000 |
| 2010-08-01 | 12.1513310243366010 |
| 2010-09-01 | 12.0628557112719000 |
| 2010-10-01 | 12.1299101245575000 |
| 2010-11-01 | 12.1404106652391000 |
| 2010-12-01 | 12.1900937584595980 |
| 2011-01-01 | 12.1249751267991000 |
| 2011-02-01 | 12.1940308596441990 |
| 2011-03-01 | 12.1796522638234990 |
| 2011-04-01 | 12.4591639643049010 |
| 2011-05-01 | 12.5655580952466990 |
| 2011-06-01 | 12.5012352692121010 |
| 2011-07-01 | 12.4072374655866980 |
| 2011-08-01 | 12.4499355124752000 |
| 2011-09-01 | 12.4786906932884000 |
| 2011-10-01 | 12.5140727024275000 |
| 2011-11-01 | 12.5192870977695000 |
| 2011-12-01 | 12.5744474233144000 |
| 2012-01-01 | 12.7284277821520000 |
| 2012-02-01 | 12.6057330663786010 |
| 2012-03-01 | 12.5885041180359010 |
| 2012-04-01 | 12.5730507989335000 |
| 2012-05-01 | 12.5838441053996990 |
| 2012-06-01 | 12.5043774927395980 |
| 2012-07-01 | 12.5956401636668020 |
| 2012-08-01 | 12.5380685747154000 |
| 2012-09-01 | 12.5885620797903020 |
| 2012-10-01 | 12.5973914066561980 |
| 2012-11-01 | 12.6063713372877000 |
| 2012-12-01 | 12.5689166069268020 |
| 2013-01-01 | 12.5218681089669990 |
| 2013-02-01 | 12.5145446784242000 |
| 2013-03-01 | 12.5006808386007000 |
| 2013-04-01 | 12.4912120244760980 |
| 2013-05-01 | 12.4986404045685010 |
| 2013-06-01 | 12.4155603085788000 |
| 2013-07-01 | 12.5772193735364010 |
| 2013-08-01 | 12.6164438149830000 |
| 2013-09-01 | 12.6899726320353010 |
| 2013-10-01 | 12.6875049737096000 |
| 2013-11-01 | 12.7971563364909000 |
| 2013-12-01 | 12.7676850563720980 |
| 2014-01-01 | 12.8183393995758020 |
| 2014-02-01 | 12.9248727499714990 |
| 2014-03-01 | 12.9089415604049020 |
| 2014-04-01 | 13.0215010345278000 |
| 2014-05-01 | 13.0169339732894990 |
| 2014-06-01 | 13.0160643291426990 |
| 2014-07-01 | 12.9521827774101000 |
| 2014-08-01 | 12.9869956347169000 |
| 2014-09-01 | 12.9767699981637000 |
| 2014-10-01 | 13.1862937259094000 |
| 2014-11-01 | 13.1015724299375020 |
| 2014-12-01 | 13.1767577116463010 |
| 2015-01-01 | 13.0127895746774000 |
| 2015-02-01 | 12.9339053820565010 |
| 2015-03-01 | 12.9222689687935990 |
| 2015-04-01 | 12.7487258547991000 |
| 2015-05-01 | 12.7302133079350000 |
| 2015-06-01 | 12.7146591847880010 |
| 2015-07-01 | 12.7237884716580000 |
| 2015-08-01 | 12.7508240092420000 |
| 2015-09-01 | 12.6701239011064000 |
| 2015-10-01 | 12.6880663453835000 |
| 2015-11-01 | 12.6083036965395000 |
| 2015-12-01 | 12.5760624340671980 |
| 2016-01-01 | 12.8143546970561000 |
| 2016-02-01 | 12.8434621176430020 |
| 2016-03-01 | 12.8349932943590000 |
| 2016-04-01 | 13.1750493486747010 |
| 2016-05-01 | 13.2472599420653000 |
| 2016-06-01 | 13.1124478479206990 |
| 2016-07-01 | 13.0942945424853000 |
| 2016-08-01 | 13.0128864603601000 |
| 2016-09-01 | 13.0641640106461000 |
| 2016-10-01 | 12.7937018610279020 |
| 2016-11-01 | 12.7210557070281980 |
| 2016-12-01 | 12.5754386927461980 |
| 2017-01-01 | 12.5074067241705000 |
| 2017-02-01 | 12.4452179412076000 |
| 2017-03-01 | 12.3507453571376990 |
| 2017-04-01 | 12.1925281309174000 |
| 2017-05-01 | 12.1608043888854010 |
| 2017-06-01 | 12.2225642889954000 |
| 2017-07-01 | 12.1705254199284010 |
| 2017-08-01 | 12.0881613904404000 |
| 2017-09-01 | 12.2610824714329000 |
| 2017-10-01 | 12.0967635840523010 |
| 2017-11-01 | 12.1225153156851010 |
| 2017-12-01 | 12.1697855137994000 |
| 2018-01-01 | 12.1955111745665000 |
| 2018-02-01 | 12.2393684430472000 |
| 2018-03-01 | 12.2665547633646990 |
| 2018-04-01 | 12.3094114256718000 |
| 2018-05-01 | 12.3766758736436980 |
| 2018-06-01 | 12.3443722279457990 |
| 2018-07-01 | 12.3522592748028990 |
| 2018-08-01 | 12.4765994424753000 |
| 2018-09-01 | 12.3543234341033000 |
| 2018-10-01 | 12.4940492102041000 |
| 2018-11-01 | 12.5184806183492000 |
| 2018-12-01 | 12.5647459768719010 |
| 2019-01-01 | 12.3752210480456990 |
| 2019-02-01 | 12.4323563156018010 |
| 2019-03-01 | 12.4811717640111000 |
| 2019-04-01 | 12.6214415277379980 |
| 2019-05-01 | 12.6880712714609000 |
| 2019-06-01 | 12.8753419302419000 |
| 2019-07-01 | 13.1443743019574000 |
| 2019-08-01 | 13.2690833260458020 |
| 2019-09-01 | 13.2615840839872000 |
| 2019-10-01 | 13.2785682176702000 |
| 2019-11-01 | 13.4048125267561000 |
| 2019-12-01 | 13.6535551931128000 |
| 2020-01-01 | 13.8591239201758000 |
| 2020-02-01 | 14.0276097307913010 |
| 2020-03-01 | 14.0910794179429000 |
| 2020-04-01 | 14.1364914396065000 |
| 2020-05-01 | 14.2017215057879000 |
| 2020-06-01 | 14.3034796561340000 |
| 2020-07-01 | 14.3363584733795000 |
| 2020-08-01 | 14.3610002521857000 |
| 2020-09-01 | 14.5706433898110020 |
| 2020-10-01 | 14.6625100664961000 |
| 2020-11-01 | 14.7947798629743000 |
| 2020-12-01 | 14.8469999776510000 |
| 2021-01-01 | 15.0435082602959990 |
| 2021-02-01 | 15.1267920322511010 |
| 2021-03-01 | 15.1994688349573990 |
| 2021-04-01 | 15.3443536147942000 |
| 2021-05-01 | 15.4076946665844010 |
| 2021-06-01 | 15.3219065088785000 |
| 2021-07-01 | 15.4350933705359000 |
| 2021-08-01 | 15.4583937241405990 |
| 2021-09-01 | 15.5794954400583000 |
| 2021-10-01 | 15.5510385575544000 |
| 2021-11-01 | 15.4814366559540990 |
| 2021-12-01 | 15.4408002681018020 |
| 2022-01-01 | 15.4389731697877000 |
| 2022-02-01 | 15.3262446607769980 |
| 2022-03-01 | 15.4078369105710010 |
| 2022-04-01 | 15.3493110231858020 |
| 2022-05-01 | 15.4092508128865000 |
| 2022-06-01 | 15.3294290423861990 |
| 2022-07-01 | 15.6357066134709000 |
| 2022-08-01 | 15.6574784874588020 |
| 2022-09-01 | 15.5819695639966990 |
| 2022-10-01 | 15.7468003407384010 |
| 2022-11-01 | 15.7734663607700000 |
| 2022-12-01 | 15.8337195227356990 |
| 2023-01-01 | 15.8402165715436000 |
| 2023-02-01 | 15.9305167994193010 |
| 2023-03-01 | 15.9136494612858000 |
| 2023-04-01 | 15.8503204215873000 |
| 2023-05-01 | 15.9063718773560000 |
| 2023-06-01 | 16.0294883926089000 |
| 2023-07-01 | 16.0399159287474000 |
| 2023-08-01 | 16.0522286158963000 |
| 2023-09-01 | 15.9903514359395000 |
| 2023-10-01 | 15.9449566058508020 |
| 2023-11-01 | 16.1664369069892000 |
| 2023-12-01 | 16.2233439782123980 |
| 2024-01-01 | 15.8499711259410000 |
| 2024-02-01 | 16.0323826386280000 |
| 2024-03-01 | 16.0178266783422000 |
| 2024-04-01 | 16.1500855423006970 |
| 2024-05-01 | 16.1063957983757000 |
| 2024-06-01 | 16.0243293094246970 |
| 2024-07-01 | 15.9418844073309990 |
| 2024-08-01 | 15.9458606843268010 |
