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 2024-12-01 |
| Last Updated | 2025-01-29 4:53 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 | 7.6909411374137200 |
| 1990-02-01 | 7.7364371281720100 |
| 1990-03-01 | 7.8226222606846000 |
| 1990-04-01 | 7.9755103950203900 |
| 1990-05-01 | 7.9752931494246900 |
| 1990-06-01 | 7.9654751246540500 |
| 1990-07-01 | 8.0128141654908710 |
| 1990-08-01 | 7.9917621362308600 |
| 1990-09-01 | 7.9135042294198000 |
| 1990-10-01 | 7.9226528854517200 |
| 1990-11-01 | 7.9173620308791300 |
| 1990-12-01 | 7.8684611139385790 |
| 1991-01-01 | 7.9005557283045900 |
| 1991-02-01 | 7.9413604818726595 |
| 1991-03-01 | 7.9249159219816790 |
| 1991-04-01 | 7.8750936414715990 |
| 1991-05-01 | 7.7656302129365500 |
| 1991-06-01 | 7.7651110922623700 |
| 1991-07-01 | 7.6065557766291700 |
| 1991-08-01 | 7.5927373857388490 |
| 1991-09-01 | 7.6053078888863800 |
| 1991-10-01 | 7.6261292533716390 |
| 1991-11-01 | 7.6235352051076200 |
| 1991-12-01 | 7.6677286496618790 |
| 1992-01-01 | 7.6183225388342500 |
| 1992-02-01 | 7.5438235493968800 |
| 1992-03-01 | 7.5270714197949005 |
| 1992-04-01 | 7.3748079525657310 |
| 1992-05-01 | 7.3500879085771500 |
| 1992-06-01 | 7.3610673085683205 |
| 1992-07-01 | 7.7013280673269300 |
| 1992-08-01 | 7.5935230736128700 |
| 1992-09-01 | 7.5902574283254600 |
| 1992-10-01 | 7.6308626834803090 |
| 1992-11-01 | 7.6312592217942000 |
| 1992-12-01 | 7.5658121311636790 |
| 1993-01-01 | 7.6426923617293390 |
| 1993-02-01 | 7.6526071254486300 |
| 1993-03-01 | 7.6330232008104595 |
| 1993-04-01 | 7.6690028130875900 |
| 1993-05-01 | 7.7326549738624900 |
| 1993-06-01 | 7.7602033097899500 |
| 1993-07-01 | 7.6917088653913295 |
| 1993-08-01 | 7.6868773991714200 |
| 1993-09-01 | 7.6754710401332105 |
| 1993-10-01 | 7.6347391629741200 |
| 1993-11-01 | 7.6376819170617200 |
| 1993-12-01 | 7.6750736441352805 |
| 1994-01-01 | 7.5657077628927010 |
| 1994-02-01 | 7.5604306220183900 |
| 1994-03-01 | 7.6395237950857995 |
| 1994-04-01 | 7.6631561600300000 |
| 1994-05-01 | 7.7172991453879100 |
| 1994-06-01 | 7.6563053105239010 |
| 1994-07-01 | 7.7839291264861500 |
| 1994-08-01 | 7.6748411463347900 |
| 1994-09-01 | 7.7651044826265190 |
| 1994-10-01 | 7.7394014100804400 |
| 1994-11-01 | 7.7377915174152690 |
| 1994-12-01 | 7.6817714995188090 |
| 1995-01-01 | 8.0907982973222700 |
| 1995-02-01 | 8.0732639872811000 |
| 1995-03-01 | 8.0505321666449400 |
| 1995-04-01 | 8.0531815983202700 |
| 1995-05-01 | 8.0025619598346190 |
| 1995-06-01 | 7.9524172944376100 |
| 1995-07-01 | 7.8667193525096300 |
| 1995-08-01 | 7.8636012915806700 |
| 1995-09-01 | 7.8638655066468300 |
| 1995-10-01 | 7.8466017461914100 |
| 1995-11-01 | 7.8364241758674500 |
| 1995-12-01 | 7.8016594418761300 |
| 1996-01-01 | 7.7050887277454600 |
| 1996-02-01 | 7.6743492547490500 |
| 1996-03-01 | 7.6582878007576210 |
| 1996-04-01 | 7.7490564727685600 |
| 1996-05-01 | 7.6909981227935000 |
| 1996-06-01 | 7.7360533101410500 |
| 1996-07-01 | 7.7543575261804010 |
| 1996-08-01 | 7.8611611119634010 |
| 1996-09-01 | 7.9714697189207900 |
| 1996-10-01 | 7.8549227463308100 |
| 1996-11-01 | 7.8323012409064810 |
| 1996-12-01 | 7.8201510058859000 |
| 1997-01-01 | 7.9120203353779100 |
| 1997-02-01 | 7.8712508995990800 |
| 1997-03-01 | 7.9652664119694700 |
| 1997-04-01 | 7.8465905695123490 |
| 1997-05-01 | 7.8852828251504890 |
| 1997-06-01 | 7.9116809253061900 |
| 1997-07-01 | 8.0416343003451200 |
| 1997-08-01 | 8.1606414398905900 |
| 1997-09-01 | 8.1863835748317000 |
| 1997-10-01 | 8.2656918150405400 |
| 1997-11-01 | 8.3313773912643000 |
| 1997-12-01 | 8.3455981673146400 |
| 1998-01-01 | 8.2058522843486200 |
| 1998-02-01 | 8.1604036440902300 |
| 1998-03-01 | 8.2665113432309200 |
| 1998-04-01 | 8.5502782457410300 |
| 1998-05-01 | 8.5835780534541700 |
| 1998-06-01 | 8.5862359621653900 |
| 1998-07-01 | 8.6353165893789900 |
| 1998-08-01 | 8.5587793194686000 |
| 1998-09-01 | 8.6015432814527100 |
| 1998-10-01 | 8.5763142375491600 |
| 1998-11-01 | 8.6338241613537900 |
| 1998-12-01 | 8.6592261397548000 |
| 1999-01-01 | 8.8011826067735300 |
| 1999-02-01 | 8.8491870095080290 |
| 1999-03-01 | 8.8690123919384000 |
| 1999-04-01 | 8.2508478001273090 |
| 1999-05-01 | 8.3884266570099810 |
| 1999-06-01 | 8.3664268595578100 |
| 1999-07-01 | 8.3306136684777000 |
| 1999-08-01 | 8.2594855419878500 |
| 1999-09-01 | 8.2100972521025500 |
| 1999-10-01 | 8.4817674362873200 |
| 1999-11-01 | 8.5401639853537700 |
| 1999-12-01 | 8.4646811291754900 |
| 2000-01-01 | 8.6922221126820390 |
| 2000-02-01 | 8.7385413429807700 |
| 2000-03-01 | 8.7712332833452800 |
| 2000-04-01 | 8.7544934302787100 |
| 2000-05-01 | 8.6982869265952800 |
| 2000-06-01 | 8.8580311188650300 |
| 2000-07-01 | 8.7371365071826600 |
| 2000-08-01 | 8.7604157197624600 |
| 2000-09-01 | 8.7085821711774010 |
| 2000-10-01 | 9.2752745855992110 |
| 2000-11-01 | 9.3450122838998700 |
| 2000-12-01 | 9.3560822859510500 |
| 2001-01-01 | 9.3849967629224210 |
| 2001-02-01 | 9.4331500739864480 |
| 2001-03-01 | 9.4749157977707900 |
| 2001-04-01 | 9.5575251655093000 |
| 2001-05-01 | 9.6150867269948100 |
| 2001-06-01 | 9.6634922355433900 |
| 2001-07-01 | 9.7486764124756400 |
| 2001-08-01 | 9.8589867756461710 |
| 2001-09-01 | 10.0021171190427000 |
| 2001-10-01 | 9.7599563263428900 |
| 2001-11-01 | 9.7460356737124300 |
| 2001-12-01 | 9.6410765865767600 |
| 2002-01-01 | 9.8757938628054900 |
| 2002-02-01 | 9.9343561260042590 |
| 2002-03-01 | 10.0774735598570000 |
| 2002-04-01 | 9.8612021009769480 |
| 2002-05-01 | 9.9280921269744300 |
| 2002-06-01 | 9.9833858158427500 |
| 2002-07-01 | 9.9652297318630300 |
| 2002-08-01 | 9.9563714854049490 |
| 2002-09-01 | 9.9910593349693300 |
| 2002-10-01 | 10.0431876997578020 |
| 2002-11-01 | 10.0431378416329000 |
| 2002-12-01 | 10.0257088133103000 |
| 2003-01-01 | 9.8715370209916300 |
| 2003-02-01 | 9.9337989783566500 |
| 2003-03-01 | 9.9777862927918900 |
| 2003-04-01 | 10.1617575281087000 |
| 2003-05-01 | 10.3377495887150990 |
| 2003-06-01 | 10.5011211688646000 |
| 2003-07-01 | 10.6793173568521990 |
| 2003-08-01 | 10.8643828267089010 |
| 2003-09-01 | 11.0790610424282000 |
| 2003-10-01 | 11.2305533517919000 |
| 2003-11-01 | 11.3371922866077000 |
| 2003-12-01 | 11.5230680415837000 |
| 2004-01-01 | 11.5647253790186000 |
| 2004-02-01 | 11.6335360350080990 |
| 2004-03-01 | 11.6753922720831990 |
| 2004-04-01 | 11.6580744812222000 |
| 2004-05-01 | 11.7384295886795000 |
| 2004-06-01 | 11.7120439765529020 |
| 2004-07-01 | 11.7917527162937000 |
| 2004-08-01 | 11.7754501127841000 |
| 2004-09-01 | 11.7674355570824000 |
| 2004-10-01 | 11.8260994083706000 |
| 2004-11-01 | 11.8356840872645000 |
| 2004-12-01 | 11.9356905096419000 |
| 2005-01-01 | 12.0587968352144000 |
| 2005-02-01 | 12.0270942611056990 |
| 2005-03-01 | 12.0675954545559000 |
| 2005-04-01 | 12.1536589732395000 |
| 2005-05-01 | 12.1373577675322000 |
| 2005-06-01 | 12.1133814171334000 |
| 2005-07-01 | 12.0953912912051980 |
| 2005-08-01 | 12.0819839444558000 |
| 2005-09-01 | 12.2588083361971000 |
| 2005-10-01 | 12.3312952191651990 |
| 2005-11-01 | 12.4352701641584020 |
| 2005-12-01 | 12.4572021343283000 |
| 2006-01-01 | 12.4586699544536000 |
| 2006-02-01 | 12.6255388910662000 |
| 2006-03-01 | 12.6609457715234000 |
| 2006-04-01 | 12.5490378490120000 |
| 2006-05-01 | 12.5338167898343010 |
| 2006-06-01 | 12.6022847301701000 |
| 2006-07-01 | 12.5929614328230000 |
| 2006-08-01 | 12.5769227312771990 |
| 2006-09-01 | 12.6481497490134000 |
| 2006-10-01 | 12.6414100596348000 |
| 2006-11-01 | 12.6415896062926980 |
| 2006-12-01 | 12.5829126484275000 |
| 2007-01-01 | 12.6673731819290990 |
| 2007-02-01 | 12.6279082025640990 |
| 2007-03-01 | 12.6557360854115010 |
| 2007-04-01 | 12.6491596325233000 |
| 2007-05-01 | 12.6349725635817000 |
| 2007-06-01 | 12.5769346231291000 |
| 2007-07-01 | 12.5775655418546980 |
| 2007-08-01 | 12.5691412033310980 |
| 2007-09-01 | 12.5427126609495000 |
| 2007-10-01 | 12.5473461701110000 |
| 2007-11-01 | 12.5468843747621990 |
| 2007-12-01 | 12.6010095678391000 |
| 2008-01-01 | 12.8853387927274990 |
| 2008-02-01 | 12.8442867383264000 |
| 2008-03-01 | 12.8560987395276000 |
| 2008-04-01 | 12.9486985419165000 |
| 2008-05-01 | 13.0374740252016000 |
| 2008-06-01 | 13.0430388464640000 |
| 2008-07-01 | 13.1597925396013000 |
| 2008-08-01 | 13.2593463993911000 |
| 2008-09-01 | 13.3428107389467000 |
| 2008-10-01 | 13.3467407172083000 |
| 2008-11-01 | 13.4547502685206000 |
| 2008-12-01 | 13.6083281768837000 |
| 2009-01-01 | 13.4028640934130000 |
| 2009-02-01 | 13.2620764823671010 |
| 2009-03-01 | 13.3614957986400000 |
| 2009-04-01 | 13.2505648822093020 |
| 2009-05-01 | 13.2414038650362000 |
| 2009-06-01 | 13.3189929777728010 |
| 2009-07-01 | 13.1370534511930000 |
| 2009-08-01 | 13.2537968270229010 |
| 2009-09-01 | 13.0523499906835010 |
| 2009-10-01 | 12.7403482398235000 |
| 2009-11-01 | 12.7520286828033010 |
| 2009-12-01 | 12.7008731789348000 |
| 2010-01-01 | 12.2180452121491980 |
| 2010-02-01 | 12.1821283167710990 |
| 2010-03-01 | 12.1686525043180980 |
| 2010-04-01 | 12.1535236288429000 |
| 2010-05-01 | 12.1509273940411000 |
| 2010-06-01 | 12.2036741843307000 |
| 2010-07-01 | 12.2215253067500000 |
| 2010-08-01 | 12.1513256159544020 |
| 2010-09-01 | 12.0628499463930990 |
| 2010-10-01 | 12.1299065043074010 |
| 2010-11-01 | 12.1404085000451990 |
| 2010-12-01 | 12.1900935120402000 |
| 2011-01-01 | 12.1250409598411990 |
| 2011-02-01 | 12.1940435099589980 |
| 2011-03-01 | 12.1796542826458000 |
| 2011-04-01 | 12.4591514272861980 |
| 2011-05-01 | 12.5655502968712000 |
| 2011-06-01 | 12.5011537414576000 |
| 2011-07-01 | 12.4072367067537000 |
| 2011-08-01 | 12.4499372943908000 |
| 2011-09-01 | 12.4786975348198010 |
| 2011-10-01 | 12.5140795148941990 |
| 2011-11-01 | 12.5193087284993000 |
| 2011-12-01 | 12.5744701437106980 |
| 2012-01-01 | 12.7285124878376980 |
| 2012-02-01 | 12.6057500134830000 |
| 2012-03-01 | 12.5884874872145980 |
| 2012-04-01 | 12.5730039769416000 |
| 2012-05-01 | 12.5837927067384000 |
| 2012-06-01 | 12.5042255296325000 |
| 2012-07-01 | 12.5956398723623020 |
| 2012-08-01 | 12.5381084667661000 |
| 2012-09-01 | 12.5886218492779000 |
| 2012-10-01 | 12.5974332703574990 |
| 2012-11-01 | 12.6064139044495020 |
| 2012-12-01 | 12.5690266433000990 |
| 2013-01-01 | 12.5219421234272000 |
| 2013-02-01 | 12.5145693194237000 |
| 2013-03-01 | 12.5006278665887000 |
| 2013-04-01 | 12.4910577780611000 |
| 2013-05-01 | 12.4984520907160000 |
| 2013-06-01 | 12.4153670749516980 |
| 2013-07-01 | 12.5771869077273000 |
| 2013-08-01 | 12.6164700277003000 |
| 2013-09-01 | 12.6904205417081000 |
| 2013-10-01 | 12.6875353058837000 |
| 2013-11-01 | 12.7971822298384000 |
| 2013-12-01 | 12.7678573057557000 |
| 2014-01-01 | 12.8183743177594990 |
| 2014-02-01 | 12.9248918703549000 |
| 2014-03-01 | 12.9088397779893020 |
| 2014-04-01 | 13.0212312530843020 |
| 2014-05-01 | 13.0166137580793000 |
| 2014-06-01 | 13.0158125466774980 |
| 2014-07-01 | 12.9520414950791000 |
| 2014-08-01 | 12.9868673794973010 |
| 2014-09-01 | 12.9780693963721000 |
| 2014-10-01 | 13.1861768288703020 |
| 2014-11-01 | 13.1014961886558010 |
| 2014-12-01 | 13.1769601970045000 |
| 2015-01-01 | 13.0127746627425010 |
| 2015-02-01 | 12.9339170496135000 |
| 2015-03-01 | 12.9221482062813990 |
| 2015-04-01 | 12.7483916535724000 |
| 2015-05-01 | 12.7298047718834000 |
| 2015-06-01 | 12.7143924755709000 |
| 2015-07-01 | 12.7234837891256000 |
| 2015-08-01 | 12.7503362898449990 |
| 2015-09-01 | 12.6724937843414000 |
| 2015-10-01 | 12.6876885010878020 |
| 2015-11-01 | 12.6080388304892000 |
| 2015-12-01 | 12.5762515497019010 |
| 2016-01-01 | 12.8143377368005000 |
| 2016-02-01 | 12.8434672699366000 |
| 2016-03-01 | 12.8348965740684000 |
| 2016-04-01 | 13.1747625704435000 |
| 2016-05-01 | 13.2469751685894010 |
| 2016-06-01 | 13.1124032177164000 |
| 2016-07-01 | 13.0935847550265000 |
| 2016-08-01 | 13.0116807738334010 |
| 2016-09-01 | 13.0676890140497000 |
| 2016-10-01 | 12.7928359801399000 |
| 2016-11-01 | 12.7204760690294000 |
| 2016-12-01 | 12.5757939778418990 |
| 2017-01-01 | 12.5074949508295020 |
| 2017-02-01 | 12.4452564615451000 |
| 2017-03-01 | 12.3507578401643000 |
| 2017-04-01 | 12.1924063829315000 |
| 2017-05-01 | 12.1607083226968000 |
| 2017-06-01 | 12.2227684686521980 |
| 2017-07-01 | 12.1694291288873000 |
| 2017-08-01 | 12.0862027297369000 |
| 2017-09-01 | 12.2651929713264010 |
| 2017-10-01 | 12.0955012522324990 |
| 2017-11-01 | 12.1217195577032000 |
| 2017-12-01 | 12.1703137417464990 |
| 2018-01-01 | 12.1957860931182010 |
| 2018-02-01 | 12.2394622466003000 |
| 2018-03-01 | 12.2666800070736970 |
| 2018-04-01 | 12.3095104920624000 |
| 2018-05-01 | 12.3768673828581000 |
| 2018-06-01 | 12.3448533517607000 |
| 2018-07-01 | 12.3508963574229000 |
| 2018-08-01 | 12.4740884606021000 |
| 2018-09-01 | 12.3583327881541990 |
| 2018-10-01 | 12.4924160716650010 |
| 2018-11-01 | 12.5175088757670000 |
| 2018-12-01 | 12.5654101064824020 |
| 2019-01-01 | 12.3756926089136010 |
| 2019-02-01 | 12.4325455470138000 |
| 2019-03-01 | 12.4813851399243000 |
| 2019-04-01 | 12.6217978781238000 |
| 2019-05-01 | 12.6886837386866000 |
| 2019-06-01 | 12.8766132127765990 |
| 2019-07-01 | 13.1426896617878000 |
| 2019-08-01 | 13.2666533038921000 |
| 2019-09-01 | 13.2641551257995990 |
| 2019-10-01 | 13.2763399242118000 |
| 2019-11-01 | 13.4035211975433020 |
| 2019-12-01 | 13.6542686808821990 |
| 2020-01-01 | 13.8601308838559000 |
| 2020-02-01 | 14.0284333874628990 |
| 2020-03-01 | 14.0918305997421000 |
| 2020-04-01 | 14.1356769182247000 |
| 2020-05-01 | 14.2034338279304000 |
| 2020-06-01 | 14.3061789163996980 |
| 2020-07-01 | 14.3348217311906010 |
| 2020-08-01 | 14.3591566843969980 |
| 2020-09-01 | 14.5718140479307000 |
| 2020-10-01 | 14.6565395431341980 |
| 2020-11-01 | 14.7923624879720000 |
| 2020-12-01 | 14.8490189967329000 |
| 2021-01-01 | 15.0459768543071990 |
| 2021-02-01 | 15.1290528481136980 |
| 2021-03-01 | 15.2008256041670990 |
| 2021-04-01 | 15.3418536039636000 |
| 2021-05-01 | 15.4104368179539990 |
| 2021-06-01 | 15.3259633549884010 |
| 2021-07-01 | 15.4344387056384010 |
| 2021-08-01 | 15.4587247347821000 |
| 2021-09-01 | 15.5803402190483000 |
| 2021-10-01 | 15.5335522746912000 |
| 2021-11-01 | 15.4778750753004000 |
| 2021-12-01 | 15.4479652769096990 |
| 2022-01-01 | 15.4449375399723010 |
| 2022-02-01 | 15.3305877749443000 |
| 2022-03-01 | 15.4095376715761000 |
| 2022-04-01 | 15.3439196042062000 |
| 2022-05-01 | 15.4111606338831000 |
| 2022-06-01 | 15.3335834535162000 |
| 2022-07-01 | 15.6376357888806990 |
| 2022-08-01 | 15.6625036067061000 |
| 2022-09-01 | 15.5802541525391010 |
| 2022-10-01 | 15.7186875098413000 |
| 2022-11-01 | 15.7687005316848020 |
| 2022-12-01 | 15.8457284782604000 |
| 2023-01-01 | 15.8499964314690000 |
| 2023-02-01 | 15.9369135266104000 |
| 2023-03-01 | 15.9152003716996000 |
| 2023-04-01 | 15.8425382467080000 |
| 2023-05-01 | 15.9065889224365000 |
| 2023-06-01 | 16.0332986099037000 |
| 2023-07-01 | 16.0443915403051000 |
| 2023-08-01 | 16.0626261479417000 |
| 2023-09-01 | 15.9868081125509000 |
| 2023-10-01 | 15.9068815182576980 |
| 2023-11-01 | 16.1604079971245000 |
| 2023-12-01 | 16.2397709892714000 |
| 2024-01-01 | 15.8633952156209990 |
| 2024-02-01 | 16.0404994640551000 |
| 2024-03-01 | 16.0194273215703000 |
| 2024-04-01 | 16.1398248979694000 |
| 2024-05-01 | 16.1046044788879000 |
| 2024-06-01 | 16.0274078649397000 |
| 2024-07-01 | 15.9490473930595000 |
| 2024-08-01 | 15.9610590473367000 |
| 2024-09-01 | 16.1894797153130980 |
| 2024-10-01 | 16.1063127639651000 |
| 2024-11-01 | 16.0572209566085000 |
| 2024-12-01 | 16.0348423782407000 |
