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 2024-11-01 |
| Last Updated | 2024-12-21 6:44 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 | 10.848520374695198 |
| 1990-02-01 | 10.874497059935500 |
| 1990-03-01 | 10.699380189694300 |
| 1990-04-01 | 10.707531792749000 |
| 1990-05-01 | 10.693668626191801 |
| 1990-06-01 | 10.688849647883500 |
| 1990-07-01 | 10.955331124943000 |
| 1990-08-01 | 10.853616082323100 |
| 1990-09-01 | 10.830402224098700 |
| 1990-10-01 | 10.839805038312301 |
| 1990-11-01 | 10.849861829696900 |
| 1990-12-01 | 10.766276149595198 |
| 1991-01-01 | 11.641165974513200 |
| 1991-02-01 | 11.574764271558800 |
| 1991-03-01 | 11.694986127602698 |
| 1991-04-01 | 11.598622729779501 |
| 1991-05-01 | 11.594783676126198 |
| 1991-06-01 | 11.492902310390999 |
| 1991-07-01 | 11.364956623439300 |
| 1991-08-01 | 11.367925434881000 |
| 1991-09-01 | 11.223000508803000 |
| 1991-10-01 | 11.339281681863199 |
| 1991-11-01 | 11.249985638302900 |
| 1991-12-01 | 10.966681768826001 |
| 1992-01-01 | 11.029752656862600 |
| 1992-02-01 | 10.974500181832399 |
| 1992-03-01 | 10.886561859727001 |
| 1992-04-01 | 10.285763334628200 |
| 1992-05-01 | 10.192882424308198 |
| 1992-06-01 | 10.404213209007000 |
| 1992-07-01 | 10.588108324467198 |
| 1992-08-01 | 10.387388614676000 |
| 1992-09-01 | 10.311467269225900 |
| 1992-10-01 | 10.241323625745501 |
| 1992-11-01 | 10.248036298205301 |
| 1992-12-01 | 10.359894401303600 |
| 1993-01-01 | 10.311073126948500 |
| 1993-02-01 | 10.269216100088402 |
| 1993-03-01 | 10.284562748198600 |
| 1993-04-01 | 10.171731027399499 |
| 1993-05-01 | 10.090020499463900 |
| 1993-06-01 | 10.123632391991599 |
| 1993-07-01 | 10.219869383543301 |
| 1993-08-01 | 10.005281193799199 |
| 1993-09-01 | 10.097014751351300 |
| 1993-10-01 | 9.943341749820980 |
| 1993-11-01 | 9.839431060446401 |
| 1993-12-01 | 9.850287186253060 |
| 1994-01-01 | 9.892075985181590 |
| 1994-02-01 | 9.866437155220420 |
| 1994-03-01 | 9.884984765469989 |
| 1994-04-01 | 9.957943447989010 |
| 1994-05-01 | 9.883418785637700 |
| 1994-06-01 | 9.852532314423030 |
| 1994-07-01 | 9.749333933871930 |
| 1994-08-01 | 9.718610277032520 |
| 1994-09-01 | 9.778107183739690 |
| 1994-10-01 | 9.845775034290390 |
| 1994-11-01 | 9.829618997590900 |
| 1994-12-01 | 9.745822314963860 |
| 1995-01-01 | 9.672389438216690 |
| 1995-02-01 | 9.765478921936099 |
| 1995-03-01 | 9.798175133790670 |
| 1995-04-01 | 9.541744246621200 |
| 1995-05-01 | 9.674605791569391 |
| 1995-06-01 | 9.578709930390689 |
| 1995-07-01 | 9.570225152004461 |
| 1995-08-01 | 9.622780194503490 |
| 1995-09-01 | 9.561097029464330 |
| 1995-10-01 | 9.546078012246950 |
| 1995-11-01 | 9.617817004916759 |
| 1995-12-01 | 9.652403313384731 |
| 1996-01-01 | 9.665082257320820 |
| 1996-02-01 | 9.563626985286770 |
| 1996-03-01 | 9.616241350006020 |
| 1996-04-01 | 9.430862274799970 |
| 1996-05-01 | 9.460064092690699 |
| 1996-06-01 | 9.496824111002140 |
| 1996-07-01 | 9.477392666182630 |
| 1996-08-01 | 9.614376443036010 |
| 1996-09-01 | 9.647529438784991 |
| 1996-10-01 | 9.748922530016820 |
| 1996-11-01 | 9.817116749144740 |
| 1996-12-01 | 9.769470956085910 |
| 1997-01-01 | 9.760507649177551 |
| 1997-02-01 | 9.762115032999650 |
| 1997-03-01 | 9.834043754264620 |
| 1997-04-01 | 9.922354513473840 |
| 1997-05-01 | 9.954992629943820 |
| 1997-06-01 | 9.896474298827280 |
| 1997-07-01 | 9.974721875578510 |
| 1997-08-01 | 9.997819035952070 |
| 1997-09-01 | 10.032433926123100 |
| 1997-10-01 | 10.055316388231699 |
| 1997-11-01 | 10.125087519496900 |
| 1997-12-01 | 10.193805911197700 |
| 1998-01-01 | 10.265952236817801 |
| 1998-02-01 | 10.254379334375100 |
| 1998-03-01 | 10.143274298749500 |
| 1998-04-01 | 10.419184262727901 |
| 1998-05-01 | 10.558851298229500 |
| 1998-06-01 | 10.392390219276802 |
| 1998-07-01 | 10.361472569555100 |
| 1998-08-01 | 10.283688856791200 |
| 1998-09-01 | 10.310448286820100 |
| 1998-10-01 | 10.263283409762400 |
| 1998-11-01 | 10.239905443526899 |
| 1998-12-01 | 10.221664582624001 |
| 1999-01-01 | 10.161705019351200 |
| 1999-02-01 | 10.244575632716300 |
| 1999-03-01 | 10.149901453319401 |
| 1999-04-01 | 10.217489917497100 |
| 1999-05-01 | 10.378643716124301 |
| 1999-06-01 | 10.387188454003699 |
| 1999-07-01 | 10.452075165407699 |
| 1999-08-01 | 10.469683595315900 |
| 1999-09-01 | 10.290650711573100 |
| 1999-10-01 | 10.566318121059300 |
| 1999-11-01 | 10.548757247671400 |
| 1999-12-01 | 10.634746990809200 |
| 2000-01-01 | 10.752248996749100 |
| 2000-02-01 | 10.830556987411699 |
| 2000-03-01 | 10.955949692050400 |
| 2000-04-01 | 11.036182904682601 |
| 2000-05-01 | 10.997279432612100 |
| 2000-06-01 | 11.097373588034100 |
| 2000-07-01 | 11.052341560358698 |
| 2000-08-01 | 11.150860834802199 |
| 2000-09-01 | 11.179610410684900 |
| 2000-10-01 | 11.166562003587700 |
| 2000-11-01 | 11.242760021561802 |
| 2000-12-01 | 11.225596747758200 |
| 2001-01-01 | 11.326803357127199 |
| 2001-02-01 | 11.524006059434500 |
| 2001-03-01 | 11.660167232863900 |
| 2001-04-01 | 11.666661797493001 |
| 2001-05-01 | 11.730959431086600 |
| 2001-06-01 | 11.820956782534600 |
| 2001-07-01 | 11.956425340124301 |
| 2001-08-01 | 12.029404284497100 |
| 2001-09-01 | 12.274505997719901 |
| 2001-10-01 | 12.556983790364402 |
| 2001-11-01 | 12.324099034476900 |
| 2001-12-01 | 12.491220791897900 |
| 2002-01-01 | 12.701971245639200 |
| 2002-02-01 | 12.833046281397099 |
| 2002-03-01 | 12.863847389292701 |
| 2002-04-01 | 13.109496473008500 |
| 2002-05-01 | 13.158067439838801 |
| 2002-06-01 | 13.358693001792500 |
| 2002-07-01 | 13.456325171989200 |
| 2002-08-01 | 13.509732554503300 |
| 2002-09-01 | 13.477521481930001 |
| 2002-10-01 | 13.438769128968598 |
| 2002-11-01 | 13.392799039499100 |
| 2002-12-01 | 13.545949374423700 |
| 2003-01-01 | 13.583583266889699 |
| 2003-02-01 | 13.555725621872000 |
| 2003-03-01 | 13.673796823661199 |
| 2003-04-01 | 13.745699538739500 |
| 2003-05-01 | 14.086512831050500 |
| 2003-06-01 | 14.186128742453802 |
| 2003-07-01 | 14.353754003354100 |
| 2003-08-01 | 14.793582037194100 |
| 2003-09-01 | 14.982479648818500 |
| 2003-10-01 | 15.316918288366100 |
| 2003-11-01 | 15.762146194905600 |
| 2003-12-01 | 15.993675436463699 |
| 2004-01-01 | 16.283392593459197 |
| 2004-02-01 | 16.591202698725300 |
| 2004-03-01 | 16.587058014973500 |
| 2004-04-01 | 16.374417649298600 |
| 2004-05-01 | 16.594137814857800 |
| 2004-06-01 | 16.696456663843602 |
| 2004-07-01 | 16.956558910480698 |
| 2004-08-01 | 16.889992274550800 |
| 2004-09-01 | 17.192545933001400 |
| 2004-10-01 | 16.990479459931500 |
| 2004-11-01 | 16.931902062495002 |
| 2004-12-01 | 17.057732194372498 |
| 2005-01-01 | 17.099363124465803 |
| 2005-02-01 | 17.119430379073800 |
| 2005-03-01 | 17.294738089385100 |
| 2005-04-01 | 17.380001717337600 |
| 2005-05-01 | 17.602638233755000 |
| 2005-06-01 | 17.683708490841200 |
| 2005-07-01 | 17.966414064437302 |
| 2005-08-01 | 18.102758003514800 |
| 2005-09-01 | 18.104833985677800 |
| 2005-10-01 | 18.261984194507100 |
| 2005-11-01 | 18.413169205281400 |
| 2005-12-01 | 18.538605367059700 |
| 2006-01-01 | 18.621917573854603 |
| 2006-02-01 | 18.737478897623102 |
| 2006-03-01 | 18.696513456742900 |
| 2006-04-01 | 18.964607517715400 |
| 2006-05-01 | 19.093453485731400 |
| 2006-06-01 | 19.265738224592700 |
| 2006-07-01 | 19.289801464424897 |
| 2006-08-01 | 19.433637369404302 |
| 2006-09-01 | 19.520599423351400 |
| 2006-10-01 | 19.537403152786300 |
| 2006-11-01 | 19.700839792702100 |
| 2006-12-01 | 19.734533402822002 |
| 2007-01-01 | 19.541556864425100 |
| 2007-02-01 | 19.631598486039900 |
| 2007-03-01 | 19.693115064677000 |
| 2007-04-01 | 19.831775844251400 |
| 2007-05-01 | 19.884966002603200 |
| 2007-06-01 | 19.948004207804500 |
| 2007-07-01 | 19.927481939287300 |
| 2007-08-01 | 19.869004276687900 |
| 2007-09-01 | 19.930839937665000 |
| 2007-10-01 | 19.924928668051700 |
| 2007-11-01 | 19.802388748228200 |
| 2007-12-01 | 19.736725579283200 |
| 2008-01-01 | 19.546808178665200 |
| 2008-02-01 | 19.708593249535700 |
| 2008-03-01 | 19.686311832143303 |
| 2008-04-01 | 19.597207640058397 |
| 2008-05-01 | 19.566422657781500 |
| 2008-06-01 | 19.648776347273103 |
| 2008-07-01 | 19.567396147523100 |
| 2008-08-01 | 19.304991213276600 |
| 2008-09-01 | 19.438980031061100 |
| 2008-10-01 | 19.622376059764800 |
| 2008-11-01 | 19.509153873096600 |
| 2008-12-01 | 19.442894919655100 |
| 2009-01-01 | 19.443620403765400 |
| 2009-02-01 | 19.366177494904500 |
| 2009-03-01 | 19.273740952048700 |
| 2009-04-01 | 19.268254089902502 |
| 2009-05-01 | 19.159230233973800 |
| 2009-06-01 | 18.960157925593300 |
| 2009-07-01 | 18.801607771139103 |
| 2009-08-01 | 18.729044160671002 |
| 2009-09-01 | 18.543042300118900 |
| 2009-10-01 | 18.723070488694802 |
| 2009-11-01 | 18.724354098339898 |
| 2009-12-01 | 18.749169109789698 |
| 2010-01-01 | 18.536114721944700 |
| 2010-02-01 | 18.426737646537500 |
| 2010-03-01 | 18.364294732445604 |
| 2010-04-01 | 18.245464399876400 |
| 2010-05-01 | 18.046557490128200 |
| 2010-06-01 | 17.886502432151698 |
| 2010-07-01 | 17.722775946309800 |
| 2010-08-01 | 17.641250703769900 |
| 2010-09-01 | 17.538525138365600 |
| 2010-10-01 | 17.127491500506302 |
| 2010-11-01 | 17.037294590701900 |
| 2010-12-01 | 16.855524206980800 |
| 2011-01-01 | 16.832944717267498 |
| 2011-02-01 | 16.802571350093400 |
| 2011-03-01 | 16.858944317857400 |
| 2011-04-01 | 16.527891689501700 |
| 2011-05-01 | 16.538301352118800 |
| 2011-06-01 | 16.511550053414200 |
| 2011-07-01 | 16.634495328211997 |
| 2011-08-01 | 16.533278708002200 |
| 2011-09-01 | 16.526247694309100 |
| 2011-10-01 | 16.537762159873500 |
| 2011-11-01 | 16.541631383523600 |
| 2011-12-01 | 16.563019231063400 |
| 2012-01-01 | 16.738391257215700 |
| 2012-02-01 | 16.498294903694500 |
| 2012-03-01 | 16.357976876673998 |
| 2012-04-01 | 16.318479996362697 |
| 2012-05-01 | 16.227168706790700 |
| 2012-06-01 | 16.235839838870300 |
| 2012-07-01 | 16.027806219118800 |
| 2012-08-01 | 16.023128737063697 |
| 2012-09-01 | 15.912076559264400 |
| 2012-10-01 | 15.940564822482700 |
| 2012-11-01 | 15.842368728895199 |
| 2012-12-01 | 15.875437185481301 |
| 2013-01-01 | 15.745956159766200 |
| 2013-02-01 | 15.605242679843700 |
| 2013-03-01 | 15.859236914366100 |
| 2013-04-01 | 15.617183710206900 |
| 2013-05-01 | 15.521461459027100 |
| 2013-06-01 | 15.342785638729800 |
| 2013-07-01 | 15.220138135683200 |
| 2013-08-01 | 15.106173655634999 |
| 2013-09-01 | 15.109505440760099 |
| 2013-10-01 | 14.938965104092699 |
| 2013-11-01 | 14.838804366545999 |
| 2013-12-01 | 14.684884732053800 |
| 2014-01-01 | 14.753980917374600 |
| 2014-02-01 | 14.721908514368101 |
| 2014-03-01 | 14.759830455012300 |
| 2014-04-01 | 14.915853356517301 |
| 2014-05-01 | 14.917125735356699 |
| 2014-06-01 | 14.942442483801901 |
| 2014-07-01 | 15.110637066036801 |
| 2014-08-01 | 15.195242454245700 |
| 2014-09-01 | 15.209033841869301 |
| 2014-10-01 | 15.238315226473699 |
| 2014-11-01 | 15.435150300003300 |
| 2014-12-01 | 15.496958580400500 |
| 2015-01-01 | 15.457195650875000 |
| 2015-02-01 | 15.537766358290300 |
| 2015-03-01 | 15.654411102238800 |
| 2015-04-01 | 15.511462396330801 |
| 2015-05-01 | 15.823013659998901 |
| 2015-06-01 | 15.830758619975200 |
| 2015-07-01 | 16.004983243136000 |
| 2015-08-01 | 16.085102801254102 |
| 2015-09-01 | 16.220998934221800 |
| 2015-10-01 | 16.344909721058500 |
| 2015-11-01 | 16.329160187783300 |
| 2015-12-01 | 16.399046877503398 |
| 2016-01-01 | 16.664686783340900 |
| 2016-02-01 | 16.644821170957900 |
| 2016-03-01 | 16.638804602207100 |
| 2016-04-01 | 16.611365875881600 |
| 2016-05-01 | 16.731131342306700 |
| 2016-06-01 | 16.817823060726000 |
| 2016-07-01 | 16.795601347479100 |
| 2016-08-01 | 16.887995494596500 |
| 2016-09-01 | 16.940130040843600 |
| 2016-10-01 | 17.049934706014500 |
| 2016-11-01 | 17.127694956477800 |
| 2016-12-01 | 17.200007693392900 |
| 2017-01-01 | 17.271944327280700 |
| 2017-02-01 | 17.236821887111002 |
| 2017-03-01 | 17.317128423121200 |
| 2017-04-01 | 17.510474646151800 |
| 2017-05-01 | 17.539438848165200 |
| 2017-06-01 | 17.697656958687700 |
| 2017-07-01 | 17.798697436708600 |
| 2017-08-01 | 17.897711772221800 |
| 2017-09-01 | 17.972372034628002 |
| 2017-10-01 | 17.952693381527897 |
| 2017-11-01 | 18.028371715606000 |
| 2017-12-01 | 18.089388298317800 |
| 2018-01-01 | 18.279846375314698 |
| 2018-02-01 | 18.427119737367900 |
| 2018-03-01 | 18.592323603663400 |
| 2018-04-01 | 18.702016796048103 |
| 2018-05-01 | 18.742731938439800 |
| 2018-06-01 | 18.987547981245697 |
| 2018-07-01 | 19.002303012637800 |
| 2018-08-01 | 19.115829634057800 |
| 2018-09-01 | 19.198358160791400 |
| 2018-10-01 | 19.352130867430898 |
| 2018-11-01 | 19.536693963778500 |
| 2018-12-01 | 19.689604302423300 |
| 2019-01-01 | 19.676764748947000 |
| 2019-02-01 | 19.816245012175700 |
| 2019-03-01 | 19.863862742395500 |
| 2019-04-01 | 19.893279463552197 |
| 2019-05-01 | 20.043861899745000 |
| 2019-06-01 | 20.082067380563000 |
| 2019-07-01 | 20.210133813919303 |
| 2019-08-01 | 20.230669699444700 |
| 2019-09-01 | 20.321587520056102 |
| 2019-10-01 | 20.252260409414500 |
| 2019-11-01 | 20.442229297405397 |
| 2019-12-01 | 20.488594797993500 |
| 2020-01-01 | 20.370701645374500 |
| 2020-02-01 | 20.512195596588800 |
| 2020-03-01 | 20.538864387331300 |
| 2020-04-01 | 20.592521535692800 |
| 2020-05-01 | 20.640531590845900 |
| 2020-06-01 | 20.685803170847100 |
| 2020-07-01 | 20.711545620957100 |
| 2020-08-01 | 20.843757179886600 |
| 2020-09-01 | 20.929991405465600 |
| 2020-10-01 | 21.140411278908502 |
| 2020-11-01 | 21.249887502497100 |
| 2020-12-01 | 21.397013792384300 |
| 2021-01-01 | 21.660098972619100 |
| 2021-02-01 | 21.617105651300896 |
| 2021-03-01 | 21.724399152050300 |
| 2021-04-01 | 21.904351023496698 |
| 2021-05-01 | 21.936501977308100 |
| 2021-06-01 | 21.982755195783895 |
| 2021-07-01 | 22.113064192832800 |
| 2021-08-01 | 22.151092669210700 |
| 2021-09-01 | 22.227209212856300 |
| 2021-10-01 | 22.319193100987302 |
| 2021-11-01 | 22.353255727609300 |
| 2021-12-01 | 22.504657708796500 |
| 2022-01-01 | 22.751926172450800 |
| 2022-02-01 | 22.933655620516802 |
| 2022-03-01 | 22.928945180046895 |
| 2022-04-01 | 22.818827628005298 |
| 2022-05-01 | 23.034347021091900 |
| 2022-06-01 | 23.181581648097100 |
| 2022-07-01 | 23.204542412516197 |
| 2022-08-01 | 23.351289827593604 |
| 2022-09-01 | 23.410618112645100 |
| 2022-10-01 | 23.397852038726600 |
| 2022-11-01 | 23.553102141393598 |
| 2022-12-01 | 23.616922951732697 |
| 2023-01-01 | 23.747098971384700 |
| 2023-02-01 | 23.854277529448700 |
| 2023-03-01 | 23.939531224100800 |
| 2023-04-01 | 23.937295727603196 |
| 2023-05-01 | 23.935002820795102 |
| 2023-06-01 | 23.774333205958900 |
| 2023-07-01 | 23.896734856635103 |
| 2023-08-01 | 23.846687379547700 |
| 2023-09-01 | 23.791829460552300 |
| 2023-10-01 | 23.783202376361200 |
| 2023-11-01 | 23.645950951743604 |
| 2023-12-01 | 23.623762374645100 |
| 2024-01-01 | 23.251645975204802 |
| 2024-02-01 | 23.269754649979000 |
| 2024-03-01 | 23.253046782808900 |
| 2024-04-01 | 23.254034145026500 |
| 2024-05-01 | 23.334616111460498 |
| 2024-06-01 | 23.371936193673896 |
| 2024-07-01 | 23.387085760365700 |
| 2024-08-01 | 23.342397761362800 |
| 2024-09-01 | 23.576268626923103 |
| 2024-10-01 | 23.473744279014300 |
| 2024-11-01 | 23.436995009487600 |
