Table Data - All Employees: Education and Health Services: Private Educational Services in Montgomery County-Bucks County-Chester County, PA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Montgomery County-Bucks County-Chester County, PA (MD) |
|---|---|
| Series ID | SMU42338746561000001SA |
| 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 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 | 10.682841523156000 |
| 1990-02-01 | 9.636410925059380 |
| 1990-03-01 | 13.052539118210900 |
| 1990-04-01 | 9.802124779556400 |
| 1990-05-01 | 9.838259124926449 |
| 1990-06-01 | 10.149010165788500 |
| 1990-07-01 | 10.500536758214901 |
| 1990-08-01 | 10.578646442041900 |
| 1990-09-01 | 10.437412897854099 |
| 1990-10-01 | 10.787959094610300 |
| 1990-11-01 | 10.463897755557200 |
| 1990-12-01 | 11.438529780055198 |
| 1991-01-01 | 11.750752551357600 |
| 1991-02-01 | 11.718652798190500 |
| 1991-03-01 | 11.643711830765400 |
| 1991-04-01 | 11.752159837920400 |
| 1991-05-01 | 11.922680284430900 |
| 1991-06-01 | 11.803947279813100 |
| 1991-07-01 | 11.539899838858500 |
| 1991-08-01 | 11.156457493283698 |
| 1991-09-01 | 11.509076233657900 |
| 1991-10-01 | 11.188015540850500 |
| 1991-11-01 | 10.956532515804500 |
| 1991-12-01 | 10.771615911516399 |
| 1992-01-01 | 10.543406407695500 |
| 1992-02-01 | 10.693084870543900 |
| 1992-03-01 | 10.636429480003200 |
| 1992-04-01 | 10.557195488118100 |
| 1992-05-01 | 9.906001689017660 |
| 1992-06-01 | 10.626478410860100 |
| 1992-07-01 | 10.489326379164000 |
| 1992-08-01 | 10.923132102326601 |
| 1992-09-01 | 10.730571730453500 |
| 1992-10-01 | 10.915862663376998 |
| 1992-11-01 | 10.858658587377500 |
| 1992-12-01 | 10.795426989887700 |
| 1993-01-01 | 10.516802601797300 |
| 1993-02-01 | 10.433095259937900 |
| 1993-03-01 | 10.286324903969500 |
| 1993-04-01 | 10.699105057385700 |
| 1993-05-01 | 10.364036685092800 |
| 1993-06-01 | 11.214490257584100 |
| 1993-07-01 | 11.863985025900000 |
| 1993-08-01 | 12.665534734553600 |
| 1993-09-01 | 12.029032894862000 |
| 1993-10-01 | 12.213225077802699 |
| 1993-11-01 | 12.456210389861500 |
| 1993-12-01 | 12.519568353507700 |
| 1994-01-01 | 13.046214749899399 |
| 1994-02-01 | 12.950493499603400 |
| 1994-03-01 | 13.355193438634801 |
| 1994-04-01 | 12.966539278379600 |
| 1994-05-01 | 13.132130470170300 |
| 1994-06-01 | 13.023799173174300 |
| 1994-07-01 | 13.138632158016100 |
| 1994-08-01 | 14.005128088583200 |
| 1994-09-01 | 12.650778180044501 |
| 1994-10-01 | 12.825249678751000 |
| 1994-11-01 | 12.589207520662802 |
| 1994-12-01 | 12.757971972339199 |
| 1995-01-01 | 12.534237313948900 |
| 1995-02-01 | 12.809232362685700 |
| 1995-03-01 | 12.619500636934399 |
| 1995-04-01 | 12.494540714229199 |
| 1995-05-01 | 12.428157056452400 |
| 1995-06-01 | 12.186976305322599 |
| 1995-07-01 | 7.589396883036339 |
| 1995-08-01 | 7.632229704232440 |
| 1995-09-01 | 15.914590350718100 |
| 1995-10-01 | 15.452239783869600 |
| 1995-11-01 | 15.429351796132500 |
| 1995-12-01 | 15.333302746301301 |
| 1996-01-01 | 14.958586484858902 |
| 1996-02-01 | 14.664908080052200 |
| 1996-03-01 | 14.687490365917599 |
| 1996-04-01 | 15.356310146427300 |
| 1996-05-01 | 15.877152404450600 |
| 1996-06-01 | 14.598030327736002 |
| 1996-07-01 | 14.678499496686802 |
| 1996-08-01 | 14.200626412677200 |
| 1996-09-01 | 16.791007346087700 |
| 1996-10-01 | 16.427025980479200 |
| 1996-11-01 | 16.752612865194900 |
| 1996-12-01 | 16.743602066525200 |
| 1997-01-01 | 16.573887704063598 |
| 1997-02-01 | 16.561603792126800 |
| 1997-03-01 | 16.517686739762400 |
| 1997-04-01 | 15.941225570980198 |
| 1997-05-01 | 17.926366635020198 |
| 1997-06-01 | 19.035794696113600 |
| 1997-07-01 | 17.256391595057302 |
| 1997-08-01 | 17.771686107710400 |
| 1997-09-01 | 17.860241314338400 |
| 1997-10-01 | 18.657839689923100 |
| 1997-11-01 | 18.729222132985900 |
| 1997-12-01 | 18.510586810653300 |
| 1998-01-01 | 18.591161050359897 |
| 1998-02-01 | 19.018301520030200 |
| 1998-03-01 | 19.200387607182400 |
| 1998-04-01 | 18.960914231614400 |
| 1998-05-01 | 19.110148954269800 |
| 1998-06-01 | 18.660451343319700 |
| 1998-07-01 | 16.486742064071000 |
| 1998-08-01 | 19.021912335583302 |
| 1998-09-01 | 19.299296621812900 |
| 1998-10-01 | 19.664572365074200 |
| 1998-11-01 | 19.477225766644700 |
| 1998-12-01 | 19.154996528641800 |
| 1999-01-01 | 19.227088437774302 |
| 1999-02-01 | 19.190787854638500 |
| 1999-03-01 | 18.597849942949500 |
| 1999-04-01 | 19.555270773907500 |
| 1999-05-01 | 18.570946193317003 |
| 1999-06-01 | 18.662457855329300 |
| 1999-07-01 | 15.564750617736600 |
| 1999-08-01 | 16.733471137901198 |
| 1999-09-01 | 17.016596441120900 |
| 1999-10-01 | 19.593521267411300 |
| 1999-11-01 | 19.610182449845897 |
| 1999-12-01 | 20.313465626208900 |
| 2000-01-01 | 16.380443339550400 |
| 2000-02-01 | 18.205290178372700 |
| 2000-03-01 | 16.647265411809600 |
| 2000-04-01 | 17.103695940841600 |
| 2000-05-01 | 16.601824051441200 |
| 2000-06-01 | 17.012678252836700 |
| 2000-07-01 | 16.465847270072903 |
| 2000-08-01 | 16.883207219710698 |
| 2000-09-01 | 18.125543863777400 |
| 2000-10-01 | 18.110383679183200 |
| 2000-11-01 | 18.972868805707700 |
| 2000-12-01 | 21.850555516950700 |
| 2001-01-01 | 19.788120318526500 |
| 2001-02-01 | 20.042941183334104 |
| 2001-03-01 | 20.783066439104600 |
| 2001-04-01 | 20.602123364117602 |
| 2001-05-01 | 22.947786630141696 |
| 2001-06-01 | 23.086464563921197 |
| 2001-07-01 | 22.567169703724800 |
| 2001-08-01 | 22.587139500961200 |
| 2001-09-01 | 22.153100595404396 |
| 2001-10-01 | 21.562541422588502 |
| 2001-11-01 | 22.009871058327900 |
| 2001-12-01 | 22.556843941431500 |
| 2002-01-01 | 23.153938691833602 |
| 2002-02-01 | 23.610700120659200 |
| 2002-03-01 | 23.614165055984696 |
| 2002-04-01 | 22.984535411897300 |
| 2002-05-01 | 23.721087547245602 |
| 2002-06-01 | 24.279924522765697 |
| 2002-07-01 | 22.265927159229804 |
| 2002-08-01 | 22.732938595827697 |
| 2002-09-01 | 22.593072824636500 |
| 2002-10-01 | 22.758028489561400 |
| 2002-11-01 | 23.213987163330103 |
| 2002-12-01 | 23.269697134138198 |
| 2003-01-01 | 21.203720665828200 |
| 2003-02-01 | 20.899849297953500 |
| 2003-03-01 | 21.103375216925100 |
| 2003-04-01 | 21.432734095701200 |
| 2003-05-01 | 21.828537950652798 |
| 2003-06-01 | 21.743782283456603 |
| 2003-07-01 | 22.600418389709100 |
| 2003-08-01 | 21.956061446968604 |
| 2003-09-01 | 21.880071150370200 |
| 2003-10-01 | 22.131768339315000 |
| 2003-11-01 | 21.804352454483600 |
| 2003-12-01 | 21.980526778059200 |
| 2004-01-01 | 24.026517454386898 |
| 2004-02-01 | 22.304039005548898 |
| 2004-03-01 | 23.078062691668200 |
| 2004-04-01 | 23.362659875185600 |
| 2004-05-01 | 23.481123289848700 |
| 2004-06-01 | 23.828445074612500 |
| 2004-07-01 | 24.825654846255397 |
| 2004-08-01 | 24.309341802429103 |
| 2004-09-01 | 24.931884568460003 |
| 2004-10-01 | 24.813629571481600 |
| 2004-11-01 | 25.242067102239500 |
| 2004-12-01 | 24.904833889050103 |
| 2005-01-01 | 25.059949073617300 |
| 2005-02-01 | 25.376026848768000 |
| 2005-03-01 | 24.773742567382897 |
| 2005-04-01 | 24.785421150575104 |
| 2005-05-01 | 25.878753580856700 |
| 2005-06-01 | 25.225927137415600 |
| 2005-07-01 | 24.959701506922197 |
| 2005-08-01 | 24.715665773616900 |
| 2005-09-01 | 24.918475453034300 |
| 2005-10-01 | 26.774928910814600 |
| 2005-11-01 | 25.937698032352500 |
| 2005-12-01 | 25.241326115360800 |
| 2006-01-01 | 24.872999493770000 |
| 2006-02-01 | 24.772401941383900 |
| 2006-03-01 | 24.123593264215900 |
| 2006-04-01 | 25.136748572475000 |
| 2006-05-01 | 25.499036765559396 |
| 2006-06-01 | 24.987931209629000 |
| 2006-07-01 | 25.118842615416998 |
| 2006-08-01 | 25.465807277167100 |
| 2006-09-01 | 25.143217145916100 |
| 2006-10-01 | 24.747973285040000 |
| 2006-11-01 | 24.952146978278100 |
| 2006-12-01 | 24.983467391724100 |
| 2007-01-01 | 25.270229850315700 |
| 2007-02-01 | 25.095613754717803 |
| 2007-03-01 | 25.314400601716900 |
| 2007-04-01 | 24.595069163352104 |
| 2007-05-01 | 24.717253278281497 |
| 2007-06-01 | 24.881208887204600 |
| 2007-07-01 | 25.414350821651503 |
| 2007-08-01 | 25.213350557662200 |
| 2007-09-01 | 24.722868872996802 |
| 2007-10-01 | 25.844503671878200 |
| 2007-11-01 | 25.139299584449898 |
| 2007-12-01 | 25.288760237420302 |
| 2008-01-01 | 25.156470674898895 |
| 2008-02-01 | 25.639368312155800 |
| 2008-03-01 | 25.516028294266200 |
| 2008-04-01 | 26.029730020553700 |
| 2008-05-01 | 25.711053167297802 |
| 2008-06-01 | 25.993181942919804 |
| 2008-07-01 | 26.187406511700800 |
| 2008-08-01 | 26.322677181640202 |
| 2008-09-01 | 25.950558956468300 |
| 2008-10-01 | 25.889963321418800 |
| 2008-11-01 | 26.202038808350895 |
| 2008-12-01 | 27.179938187948103 |
| 2009-01-01 | 26.261916659009700 |
| 2009-02-01 | 26.041278626137900 |
| 2009-03-01 | 25.710741521212600 |
| 2009-04-01 | 26.437331240219102 |
| 2009-05-01 | 26.375703227095197 |
| 2009-06-01 | 26.474159765097603 |
| 2009-07-01 | 26.106513620365800 |
| 2009-08-01 | 25.947370567369898 |
| 2009-09-01 | 26.444974483210803 |
| 2009-10-01 | 26.156457819746798 |
| 2009-11-01 | 26.396057883430800 |
| 2009-12-01 | 26.443440345042802 |
| 2010-01-01 | 26.452777285627498 |
| 2010-02-01 | 26.246810816585803 |
| 2010-03-01 | 26.381725145262898 |
| 2010-04-01 | 26.253315386486502 |
| 2010-05-01 | 26.267247275902700 |
| 2010-06-01 | 25.881897073374000 |
| 2010-07-01 | 26.053452450133200 |
| 2010-08-01 | 25.775443993692800 |
| 2010-09-01 | 25.680791390396000 |
| 2010-10-01 | 26.176853944045200 |
| 2010-11-01 | 25.545619863864000 |
| 2010-12-01 | 25.528228766493100 |
| 2011-01-01 | 25.197926363198600 |
| 2011-02-01 | 25.516675541351198 |
| 2011-03-01 | 25.372962843489800 |
| 2011-04-01 | 25.099134829527200 |
| 2011-05-01 | 25.500658860036395 |
| 2011-06-01 | 25.712394006681700 |
| 2011-07-01 | 25.421330344792400 |
| 2011-08-01 | 25.834816572402897 |
| 2011-09-01 | 25.540214780520300 |
| 2011-10-01 | 25.280047779530100 |
| 2011-11-01 | 25.556810022077602 |
| 2011-12-01 | 25.554948851745700 |
| 2012-01-01 | 25.621782307860500 |
| 2012-02-01 | 25.472849302949000 |
| 2012-03-01 | 26.120683034124397 |
| 2012-04-01 | 25.649174102510600 |
| 2012-05-01 | 26.034807383881997 |
| 2012-06-01 | 25.310551832557202 |
| 2012-07-01 | 25.067992919781400 |
| 2012-08-01 | 24.390856682715302 |
| 2012-09-01 | 25.160937663802600 |
| 2012-10-01 | 25.108909195516800 |
| 2012-11-01 | 25.048589135449600 |
| 2012-12-01 | 25.018338384740200 |
| 2013-01-01 | 25.012101541662698 |
| 2013-02-01 | 24.974966666601600 |
| 2013-03-01 | 24.666330852272100 |
| 2013-04-01 | 24.581575409389000 |
| 2013-05-01 | 24.683573599153600 |
| 2013-06-01 | 24.814307197770600 |
| 2013-07-01 | 25.294351748695398 |
| 2013-08-01 | 25.234041361386200 |
| 2013-09-01 | 25.485779047128897 |
| 2013-10-01 | 25.642578553034898 |
| 2013-11-01 | 25.860069101676000 |
| 2013-12-01 | 25.938671589011303 |
| 2014-01-01 | 26.214743706598895 |
| 2014-02-01 | 26.055726228945900 |
| 2014-03-01 | 26.405352397942600 |
| 2014-04-01 | 26.818460067172800 |
| 2014-05-01 | 26.452235338164897 |
| 2014-06-01 | 26.471799486086603 |
| 2014-07-01 | 26.478227591251503 |
| 2014-08-01 | 26.626063575026198 |
| 2014-09-01 | 27.060308743722000 |
| 2014-10-01 | 26.873474509118700 |
| 2014-11-01 | 26.860057226634396 |
| 2014-12-01 | 26.814777365204396 |
| 2015-01-01 | 26.638522678704000 |
| 2015-02-01 | 26.563356316563397 |
| 2015-03-01 | 26.438850247659100 |
| 2015-04-01 | 26.495092738512300 |
| 2015-05-01 | 26.501688924287400 |
| 2015-06-01 | 26.726651065404102 |
| 2015-07-01 | 26.543185235919104 |
| 2015-08-01 | 26.458162247175498 |
| 2015-09-01 | 26.411301434419197 |
| 2015-10-01 | 26.706592938860396 |
| 2015-11-01 | 26.731772833377800 |
| 2015-12-01 | 26.723548240093500 |
| 2016-01-01 | 26.661382051744400 |
| 2016-02-01 | 26.838053786939998 |
| 2016-03-01 | 26.904346057802897 |
| 2016-04-01 | 27.164722941411500 |
| 2016-05-01 | 26.981982539710803 |
| 2016-06-01 | 26.889300715891103 |
| 2016-07-01 | 27.345964317571102 |
| 2016-08-01 | 27.355637149838800 |
| 2016-09-01 | 27.273657461447100 |
| 2016-10-01 | 27.103521678804803 |
| 2016-11-01 | 27.076448563923897 |
| 2016-12-01 | 27.063554664233898 |
| 2017-01-01 | 26.974218061057400 |
| 2017-02-01 | 27.256438985086398 |
| 2017-03-01 | 27.341205606642000 |
| 2017-04-01 | 27.324993632274698 |
| 2017-05-01 | 27.514206329109600 |
| 2017-06-01 | 27.329219570153498 |
| 2017-07-01 | 27.183843927225197 |
| 2017-08-01 | 27.010333595208696 |
| 2017-09-01 | 27.378664114430798 |
| 2017-10-01 | 27.292260873035698 |
| 2017-11-01 | 27.391642489748996 |
| 2017-12-01 | 27.473532155910100 |
| 2018-01-01 | 27.166393132935400 |
| 2018-02-01 | 27.314176929571100 |
| 2018-03-01 | 27.296492872221698 |
| 2018-04-01 | 27.354053410888300 |
| 2018-05-01 | 27.152293311392498 |
| 2018-06-01 | 27.486391079274696 |
| 2018-07-01 | 27.427056482002698 |
| 2018-08-01 | 27.513448065222896 |
| 2018-09-01 | 27.396669803179897 |
| 2018-10-01 | 27.468915013796803 |
| 2018-11-01 | 27.392410763435198 |
| 2018-12-01 | 27.492874045438000 |
| 2019-01-01 | 27.888652036388603 |
| 2019-02-01 | 28.051066300954900 |
| 2019-03-01 | 28.102069121297802 |
| 2019-04-01 | 28.135671142288400 |
| 2019-05-01 | 27.900786127119197 |
| 2019-06-01 | 27.881984116741300 |
| 2019-07-01 | 28.052149383344500 |
| 2019-08-01 | 27.937668752090200 |
| 2019-09-01 | 28.291137227713900 |
| 2019-10-01 | 28.481000869991103 |
| 2019-11-01 | 28.550353599318500 |
| 2019-12-01 | 28.516181015364104 |
| 2020-01-01 | 28.612739703732300 |
| 2020-02-01 | 28.579176533637700 |
| 2020-03-01 | 27.861694427654300 |
| 2020-04-01 | 22.829342210367500 |
| 2020-05-01 | 23.087972131711897 |
| 2020-06-01 | 25.039668192299104 |
| 2020-07-01 | 25.341032935450503 |
| 2020-08-01 | 25.893797620552000 |
| 2020-09-01 | 26.133000807005500 |
| 2020-10-01 | 26.075930190728800 |
| 2020-11-01 | 26.253511621816397 |
| 2020-12-01 | 25.105834334224100 |
| 2021-01-01 | 26.259876216911202 |
| 2021-02-01 | 25.920366127780500 |
| 2021-03-01 | 26.810370142038302 |
| 2021-04-01 | 27.157286347024100 |
| 2021-05-01 | 27.547246974639897 |
| 2021-06-01 | 27.918440989118900 |
| 2021-07-01 | 27.967298933754800 |
| 2021-08-01 | 27.948151854229998 |
| 2021-09-01 | 27.830951886585602 |
| 2021-10-01 | 27.995089265845603 |
| 2021-11-01 | 28.262186970736800 |
| 2021-12-01 | 28.580563512153603 |
| 2022-01-01 | 28.826186313423700 |
| 2022-02-01 | 28.804364868104600 |
| 2022-03-01 | 29.012954190527600 |
| 2022-04-01 | 29.166114495329500 |
| 2022-05-01 | 29.317651287015902 |
| 2022-06-01 | 29.144036647743803 |
| 2022-07-01 | 29.444868404582400 |
| 2022-08-01 | 29.404078301779000 |
| 2022-09-01 | 29.346953850603498 |
| 2022-10-01 | 29.397516638817800 |
| 2022-11-01 | 29.473040794775500 |
| 2022-12-01 | 29.558027509532700 |
| 2023-01-01 | 30.418945274090400 |
| 2023-02-01 | 30.016681092125896 |
| 2023-03-01 | 29.972093224587496 |
| 2023-04-01 | 30.156668484816500 |
| 2023-05-01 | 30.326443200105402 |
| 2023-06-01 | 30.372202143781300 |
| 2023-07-01 | 30.158187696694700 |
| 2023-08-01 | 30.291929459790200 |
| 2023-09-01 | 30.505688361148000 |
| 2023-10-01 | 30.856319763197103 |
| 2023-11-01 | 30.749090136777397 |
| 2023-12-01 | 30.822714469287600 |
| 2024-01-01 | 30.335206574452400 |
| 2024-02-01 | 30.315327353125202 |
| 2024-03-01 | 30.315078666192400 |
| 2024-04-01 | 30.074147132233700 |
| 2024-05-01 | 29.616532327004900 |
| 2024-06-01 | 29.964786726298600 |
| 2024-07-01 | 29.920514273127900 |
| 2024-08-01 | 29.902066561003200 |
| 2024-09-01 | 29.907562228149100 |
| 2024-10-01 | 29.523999635608100 |
