Table Data - All Employees: Professional and Business Services: Scientific Research and Development Services in Montgomery County-Bucks County-Chester County, PA (MD)
| Title | All Employees: Professional and Business Services: Scientific Research and Development Services in Montgomery County-Bucks County-Chester County, PA (MD) |
|---|---|
| Series ID | SMU42338746054170001SA |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 6:25 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 | 10.848616822309100 |
| 1990-02-01 | 10.874555732303500 |
| 1990-03-01 | 10.699460584449000 |
| 1990-04-01 | 10.707483514377000 |
| 1990-05-01 | 10.693643978452599 |
| 1990-06-01 | 10.688804434802000 |
| 1990-07-01 | 10.955293586683199 |
| 1990-08-01 | 10.853589224078400 |
| 1990-09-01 | 10.830383623258000 |
| 1990-10-01 | 10.839806001613100 |
| 1990-11-01 | 10.849851573328301 |
| 1990-12-01 | 10.766260026512000 |
| 1991-01-01 | 11.641254334505000 |
| 1991-02-01 | 11.574819068634600 |
| 1991-03-01 | 11.695058642744698 |
| 1991-04-01 | 11.598579624091300 |
| 1991-05-01 | 11.594759778393900 |
| 1991-06-01 | 11.492859751859300 |
| 1991-07-01 | 11.364921675291901 |
| 1991-08-01 | 11.367901616978800 |
| 1991-09-01 | 11.222984999102400 |
| 1991-10-01 | 11.339284331418400 |
| 1991-11-01 | 11.249978557048399 |
| 1991-12-01 | 10.966669355419200 |
| 1992-01-01 | 11.029825732531600 |
| 1992-02-01 | 10.974547175659401 |
| 1992-03-01 | 10.886625126439302 |
| 1992-04-01 | 10.285723383944600 |
| 1992-05-01 | 10.192862200049900 |
| 1992-06-01 | 10.404176665328300 |
| 1992-07-01 | 10.588078235930200 |
| 1992-08-01 | 10.387369146680500 |
| 1992-09-01 | 10.311455280434801 |
| 1992-10-01 | 10.241328257916100 |
| 1992-11-01 | 10.248034087617200 |
| 1992-12-01 | 10.359889329097700 |
| 1993-01-01 | 10.311122571232001 |
| 1993-02-01 | 10.269254373136400 |
| 1993-03-01 | 10.284617631576399 |
| 1993-04-01 | 10.171690152101698 |
| 1993-05-01 | 10.090005570671199 |
| 1993-06-01 | 10.123604225275699 |
| 1993-07-01 | 10.219846051056100 |
| 1993-08-01 | 10.005267326829500 |
| 1993-09-01 | 10.097007905998700 |
| 1993-10-01 | 9.943346623568770 |
| 1993-11-01 | 9.839432806139670 |
| 1993-12-01 | 9.850288507807448 |
| 1994-01-01 | 9.892103824697500 |
| 1994-02-01 | 9.866463195119302 |
| 1994-03-01 | 9.885024240545269 |
| 1994-04-01 | 9.957910564616670 |
| 1994-05-01 | 9.883408729692169 |
| 1994-06-01 | 9.852513796261551 |
| 1994-07-01 | 9.749317745152580 |
| 1994-08-01 | 9.718601765509911 |
| 1994-09-01 | 9.778104141789699 |
| 1994-10-01 | 9.845779296874689 |
| 1994-11-01 | 9.829622921368161 |
| 1994-12-01 | 9.745827331622780 |
| 1995-01-01 | 9.672400658095210 |
| 1995-02-01 | 9.765494453919040 |
| 1995-03-01 | 9.798199546492189 |
| 1995-04-01 | 9.541721830959300 |
| 1995-05-01 | 9.674599400958700 |
| 1995-06-01 | 9.578699827029040 |
| 1995-07-01 | 9.570215524051040 |
| 1995-08-01 | 9.622776154561160 |
| 1995-09-01 | 9.561096898363001 |
| 1995-10-01 | 9.546080235495321 |
| 1995-11-01 | 9.617820194953920 |
| 1995-12-01 | 9.652406894743962 |
| 1996-01-01 | 9.665087431754980 |
| 1996-02-01 | 9.563633099376869 |
| 1996-03-01 | 9.616252784145400 |
| 1996-04-01 | 9.430852020121911 |
| 1996-05-01 | 9.460060398719449 |
| 1996-06-01 | 9.496820027140510 |
| 1996-07-01 | 9.477387796266650 |
| 1996-08-01 | 9.614374898269910 |
| 1996-09-01 | 9.647529501360680 |
| 1996-10-01 | 9.748923600289860 |
| 1996-11-01 | 9.817118382247210 |
| 1996-12-01 | 9.769471997720938 |
| 1997-01-01 | 9.760509494875619 |
| 1997-02-01 | 9.762116922316100 |
| 1997-03-01 | 9.834052733840330 |
| 1997-04-01 | 9.922347411284840 |
| 1997-05-01 | 9.954990890743510 |
| 1997-06-01 | 9.896472912622759 |
| 1997-07-01 | 9.974719599391750 |
| 1997-08-01 | 9.997818571545640 |
| 1997-09-01 | 10.032434068420098 |
| 1997-10-01 | 10.055316703889199 |
| 1997-11-01 | 10.125088140236400 |
| 1997-12-01 | 10.193805889149200 |
| 1998-01-01 | 10.265952805297900 |
| 1998-02-01 | 10.254379790963000 |
| 1998-03-01 | 10.143280024298000 |
| 1998-04-01 | 10.419180669255400 |
| 1998-05-01 | 10.558850364164100 |
| 1998-06-01 | 10.392389754192800 |
| 1998-07-01 | 10.361471354097200 |
| 1998-08-01 | 10.283688628608802 |
| 1998-09-01 | 10.310448366951400 |
| 1998-10-01 | 10.263283456205599 |
| 1998-11-01 | 10.239905652837100 |
| 1998-12-01 | 10.221664512947099 |
| 1999-01-01 | 10.161705411620000 |
| 1999-02-01 | 10.244575493426401 |
| 1999-03-01 | 10.149904167009199 |
| 1999-04-01 | 10.217489370146800 |
| 1999-05-01 | 10.378642743443500 |
| 1999-06-01 | 10.387187976746500 |
| 1999-07-01 | 10.452074468286400 |
| 1999-08-01 | 10.469683459319200 |
| 1999-09-01 | 10.290650758491400 |
| 1999-10-01 | 10.566318229470301 |
| 1999-11-01 | 10.548757441935800 |
| 1999-12-01 | 10.634746979023500 |
| 2000-01-01 | 10.752249157550600 |
| 2000-02-01 | 10.830557235376698 |
| 2000-03-01 | 10.955950190048801 |
| 2000-04-01 | 11.036183003295500 |
| 2000-05-01 | 10.997278990797600 |
| 2000-06-01 | 11.097373358043600 |
| 2000-07-01 | 11.052341340098300 |
| 2000-08-01 | 11.150860737907902 |
| 2000-09-01 | 11.179610471064600 |
| 2000-10-01 | 11.166562080628600 |
| 2000-11-01 | 11.242760103348100 |
| 2000-12-01 | 11.225596726711600 |
| 2001-01-01 | 11.326803408526300 |
| 2001-02-01 | 11.524006119734500 |
| 2001-03-01 | 11.660167413052800 |
| 2001-04-01 | 11.666661839013800 |
| 2001-05-01 | 11.730959206445801 |
| 2001-06-01 | 11.820956729889300 |
| 2001-07-01 | 11.956425278983600 |
| 2001-08-01 | 12.029404263187600 |
| 2001-09-01 | 12.274506054496200 |
| 2001-10-01 | 12.556983834872598 |
| 2001-11-01 | 12.324099080023698 |
| 2001-12-01 | 12.491220748290200 |
| 2002-01-01 | 12.701971271036301 |
| 2002-02-01 | 12.833046299739700 |
| 2002-03-01 | 12.863847380919198 |
| 2002-04-01 | 13.109496484874802 |
| 2002-05-01 | 13.158067354063000 |
| 2002-06-01 | 13.358693000354100 |
| 2002-07-01 | 13.456325172112901 |
| 2002-08-01 | 13.509732577963500 |
| 2002-09-01 | 13.477521520873001 |
| 2002-10-01 | 13.438769146076801 |
| 2002-11-01 | 13.392799049801900 |
| 2002-12-01 | 13.545949327689400 |
| 2003-01-01 | 13.583583272719300 |
| 2003-02-01 | 13.555725624973600 |
| 2003-03-01 | 13.673796810535600 |
| 2003-04-01 | 13.745699537185800 |
| 2003-05-01 | 14.086512826945000 |
| 2003-06-01 | 14.186128736082500 |
| 2003-07-01 | 14.353754000937100 |
| 2003-08-01 | 14.793582058865900 |
| 2003-09-01 | 14.982479659702499 |
| 2003-10-01 | 15.316918297463600 |
| 2003-11-01 | 15.762146199428802 |
| 2003-12-01 | 15.993675411546901 |
| 2004-01-01 | 16.283392594410700 |
| 2004-02-01 | 16.591202695915800 |
| 2004-03-01 | 16.587058007005900 |
| 2004-04-01 | 16.374417649607302 |
| 2004-05-01 | 16.594137817473303 |
| 2004-06-01 | 16.696456663740500 |
| 2004-07-01 | 16.956558908244600 |
| 2004-08-01 | 16.889992290017900 |
| 2004-09-01 | 17.192545934993100 |
| 2004-10-01 | 16.990479460445300 |
| 2004-11-01 | 16.931902060377098 |
| 2004-12-01 | 17.057732190254900 |
| 2005-01-01 | 17.099363123377400 |
| 2005-02-01 | 17.119430374074100 |
| 2005-03-01 | 17.294738088903100 |
| 2005-04-01 | 17.380001717373098 |
| 2005-05-01 | 17.602638236287300 |
| 2005-06-01 | 17.683708490925300 |
| 2005-07-01 | 17.966414061222800 |
| 2005-08-01 | 18.102758010500200 |
| 2005-09-01 | 18.104833983517000 |
| 2005-10-01 | 18.261984196055000 |
| 2005-11-01 | 18.413169203742600 |
| 2005-12-01 | 18.538605365984200 |
| 2006-01-01 | 18.621917577739698 |
| 2006-02-01 | 18.737478896463700 |
| 2006-03-01 | 18.696513456745397 |
| 2006-04-01 | 18.964607517576000 |
| 2006-05-01 | 19.093453487360602 |
| 2006-06-01 | 19.265738223378900 |
| 2006-07-01 | 19.289801459572800 |
| 2006-08-01 | 19.433637368987800 |
| 2006-09-01 | 19.520599418088000 |
| 2006-10-01 | 19.537403154487200 |
| 2006-11-01 | 19.700839788959698 |
| 2006-12-01 | 19.734533413313198 |
| 2007-01-01 | 19.541556870015700 |
| 2007-02-01 | 19.631598488083398 |
| 2007-03-01 | 19.693115066490700 |
| 2007-04-01 | 19.831775844611897 |
| 2007-05-01 | 19.884966001784100 |
| 2007-06-01 | 19.948004204579600 |
| 2007-07-01 | 19.927481933627900 |
| 2007-08-01 | 19.869004269708200 |
| 2007-09-01 | 19.930839914680800 |
| 2007-10-01 | 19.924928680944500 |
| 2007-11-01 | 19.802388746390600 |
| 2007-12-01 | 19.736725605583800 |
| 2008-01-01 | 19.546808187499103 |
| 2008-02-01 | 19.708593268727200 |
| 2008-03-01 | 19.686311827967500 |
| 2008-04-01 | 19.597207624892600 |
| 2008-05-01 | 19.566422635972103 |
| 2008-06-01 | 19.648776325097300 |
| 2008-07-01 | 19.567396128545500 |
| 2008-08-01 | 19.304991207683802 |
| 2008-09-01 | 19.438980013266900 |
| 2008-10-01 | 19.622376111756200 |
| 2008-11-01 | 19.509153902415303 |
| 2008-12-01 | 19.442894998764800 |
| 2009-01-01 | 19.443620486832604 |
| 2009-02-01 | 19.366177505735500 |
| 2009-03-01 | 19.273740864517500 |
| 2009-04-01 | 19.268253955350698 |
| 2009-05-01 | 19.159230099493502 |
| 2009-06-01 | 18.960157844978003 |
| 2009-07-01 | 18.801607758754802 |
| 2009-08-01 | 18.729044218718800 |
| 2009-09-01 | 18.543042359979104 |
| 2009-10-01 | 18.723070657935200 |
| 2009-11-01 | 18.724354228299802 |
| 2009-12-01 | 18.749169341583800 |
| 2010-01-01 | 18.536114989124400 |
| 2010-02-01 | 18.426737636760300 |
| 2010-03-01 | 18.364294407937600 |
| 2010-04-01 | 18.245463971272898 |
| 2010-05-01 | 18.046557088803198 |
| 2010-06-01 | 17.886502200148900 |
| 2010-07-01 | 17.722775844088897 |
| 2010-08-01 | 17.641250567562700 |
| 2010-09-01 | 17.538525607188000 |
| 2010-10-01 | 17.127491802431500 |
| 2010-11-01 | 17.037295294434800 |
| 2010-12-01 | 16.855524536778600 |
| 2011-01-01 | 16.832945749298197 |
| 2011-02-01 | 16.802571820354900 |
| 2011-03-01 | 16.858944286700300 |
| 2011-04-01 | 16.527888197256000 |
| 2011-05-01 | 16.538301133456400 |
| 2011-06-01 | 16.511549786796000 |
| 2011-07-01 | 16.634494933499997 |
| 2011-08-01 | 16.533278022537800 |
| 2011-09-01 | 16.526248416513100 |
| 2011-10-01 | 16.537762858933498 |
| 2011-11-01 | 16.541633430324900 |
| 2011-12-01 | 16.563020842804000 |
| 2012-01-01 | 16.738394046481900 |
| 2012-02-01 | 16.498296193642500 |
| 2012-03-01 | 16.357976711847900 |
| 2012-04-01 | 16.318470641619502 |
| 2012-05-01 | 16.227168275812800 |
| 2012-06-01 | 16.235839358048800 |
| 2012-07-01 | 16.027805448958400 |
| 2012-08-01 | 16.023127911688200 |
| 2012-09-01 | 15.912077971869800 |
| 2012-10-01 | 15.940565672380801 |
| 2012-11-01 | 15.842370720154300 |
| 2012-12-01 | 15.875446767103000 |
| 2013-01-01 | 15.745960407515800 |
| 2013-02-01 | 15.605242470305600 |
| 2013-03-01 | 15.859235225020301 |
| 2013-04-01 | 15.617164618233100 |
| 2013-05-01 | 15.521461435547000 |
| 2013-06-01 | 15.342786424922700 |
| 2013-07-01 | 15.220138583142600 |
| 2013-08-01 | 15.106173144993598 |
| 2013-09-01 | 15.109506295471899 |
| 2013-10-01 | 14.938966157105100 |
| 2013-11-01 | 14.838807338573700 |
| 2013-12-01 | 14.684903283916200 |
| 2014-01-01 | 14.753987156430900 |
| 2014-02-01 | 14.721908658753700 |
| 2014-03-01 | 14.759831473630399 |
| 2014-04-01 | 14.915808526165800 |
| 2014-05-01 | 14.917131879047698 |
| 2014-06-01 | 14.942446329460600 |
| 2014-07-01 | 15.110636787835698 |
| 2014-08-01 | 15.195238542472000 |
| 2014-09-01 | 15.209032972728900 |
| 2014-10-01 | 15.238319565466500 |
| 2014-11-01 | 15.435161042212600 |
| 2014-12-01 | 15.496991928164900 |
| 2015-01-01 | 15.457206119207001 |
| 2015-02-01 | 15.537766931031301 |
| 2015-03-01 | 15.654409711843500 |
| 2015-04-01 | 15.511380700061000 |
| 2015-05-01 | 15.823017201579402 |
| 2015-06-01 | 15.830793472457800 |
| 2015-07-01 | 16.004960190914500 |
| 2015-08-01 | 16.085083270349000 |
| 2015-09-01 | 16.220995800877600 |
| 2015-10-01 | 16.344925895342600 |
| 2015-11-01 | 16.329189274291500 |
| 2015-12-01 | 16.399125159019900 |
| 2016-01-01 | 16.664705193477500 |
| 2016-02-01 | 16.644817073784700 |
| 2016-03-01 | 16.638788824891900 |
| 2016-04-01 | 16.611236652435302 |
| 2016-05-01 | 16.731118063707800 |
| 2016-06-01 | 16.817883840697800 |
| 2016-07-01 | 16.795547830821700 |
| 2016-08-01 | 16.887945237190100 |
| 2016-09-01 | 16.940092257514600 |
| 2016-10-01 | 17.050059143579000 |
| 2016-11-01 | 17.127675828113800 |
| 2016-12-01 | 17.200247443902200 |
| 2017-01-01 | 17.271964380326500 |
| 2017-02-01 | 17.236784508655500 |
| 2017-03-01 | 17.317065164939600 |
| 2017-04-01 | 17.510292466461100 |
| 2017-05-01 | 17.539377580450500 |
| 2017-06-01 | 17.697728174161398 |
| 2017-07-01 | 17.798621776301000 |
| 2017-08-01 | 17.897642681701400 |
| 2017-09-01 | 17.972298012822400 |
| 2017-10-01 | 17.952936481497100 |
| 2017-11-01 | 18.028337578615000 |
| 2017-12-01 | 18.089816726588400 |
| 2018-01-01 | 18.279813271157000 |
| 2018-02-01 | 18.427125934478700 |
| 2018-03-01 | 18.592311906649500 |
| 2018-04-01 | 18.701484388387900 |
| 2018-05-01 | 18.742699272777000 |
| 2018-06-01 | 18.987639054427500 |
| 2018-07-01 | 19.002240955122300 |
| 2018-08-01 | 19.115762456779400 |
| 2018-09-01 | 19.198274113817000 |
| 2018-10-01 | 19.352513765446100 |
| 2018-11-01 | 19.536648092448200 |
| 2018-12-01 | 19.690170681755397 |
| 2019-01-01 | 19.676618461521898 |
| 2019-02-01 | 19.816432435171400 |
| 2019-03-01 | 19.863789099131800 |
| 2019-04-01 | 19.892206733835000 |
| 2019-05-01 | 20.043803218866998 |
| 2019-06-01 | 20.082191353560397 |
| 2019-07-01 | 20.210213321973200 |
| 2019-08-01 | 20.230854709593700 |
| 2019-09-01 | 20.321776283750800 |
| 2019-10-01 | 20.252821964737603 |
| 2019-11-01 | 20.442204443586500 |
| 2019-12-01 | 20.489024031968700 |
| 2020-01-01 | 20.370240930656500 |
| 2020-02-01 | 20.512375016711600 |
| 2020-03-01 | 20.538549000764200 |
| 2020-04-01 | 20.590737958910000 |
| 2020-05-01 | 20.640368403716900 |
| 2020-06-01 | 20.685929790352400 |
| 2020-07-01 | 20.712109089445800 |
| 2020-08-01 | 20.844712445859198 |
| 2020-09-01 | 20.930983592884300 |
| 2020-10-01 | 21.141462712638603 |
| 2020-11-01 | 21.249863717883000 |
| 2020-12-01 | 21.396639763800800 |
| 2021-01-01 | 21.659189505162500 |
| 2021-02-01 | 21.616861319903800 |
| 2021-03-01 | 21.723412656679102 |
| 2021-04-01 | 21.901703951716105 |
| 2021-05-01 | 21.935755059239398 |
| 2021-06-01 | 21.982835981680000 |
| 2021-07-01 | 22.114468097223000 |
| 2021-08-01 | 22.153684771956000 |
| 2021-09-01 | 22.229433282877000 |
| 2021-10-01 | 22.323676024636100 |
| 2021-11-01 | 22.351324038837298 |
| 2021-12-01 | 22.502375981854000 |
| 2022-01-01 | 22.750229910615897 |
| 2022-02-01 | 22.932656390427898 |
| 2022-03-01 | 22.926973396198896 |
| 2022-04-01 | 22.815245292661400 |
| 2022-05-01 | 23.032754703818000 |
| 2022-06-01 | 23.181247595368298 |
| 2022-07-01 | 23.206734672554700 |
| 2022-08-01 | 23.355700557384800 |
| 2022-09-01 | 23.414267824123200 |
| 2022-10-01 | 23.405760896381100 |
| 2022-11-01 | 23.552893163227402 |
| 2022-12-01 | 23.611951350607300 |
| 2023-01-01 | 23.744215122302500 |
| 2023-02-01 | 23.852080053104200 |
| 2023-03-01 | 23.936022756469804 |
| 2023-04-01 | 23.932615463681003 |
| 2023-05-01 | 23.932126153741603 |
| 2023-06-01 | 23.773396657914100 |
| 2023-07-01 | 23.899472417704100 |
| 2023-08-01 | 23.852783884885000 |
| 2023-09-01 | 23.796650994260800 |
| 2023-10-01 | 23.794990386235600 |
| 2023-11-01 | 23.648817233459300 |
| 2023-12-01 | 23.616075039728000 |
| 2024-01-01 | 23.247379492890300 |
| 2024-02-01 | 23.266188255319400 |
| 2024-03-01 | 23.247975698760900 |
| 2024-04-01 | 23.248458349444398 |
| 2024-05-01 | 23.330579592407197 |
| 2024-06-01 | 23.370236532965500 |
| 2024-07-01 | 23.390020295081502 |
| 2024-08-01 | 23.349498397331700 |
| 2024-09-01 | 23.581880054415496 |
| 2024-10-01 | 23.487123225487700 |
