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 2024-11-01 |
| Last Updated | 2024-12-21 5:11 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 | 10.682861458472800 |
| 1990-02-01 | 9.636338301204420 |
| 1990-03-01 | 13.052769353045198 |
| 1990-04-01 | 9.802068557674700 |
| 1990-05-01 | 9.838158226934340 |
| 1990-06-01 | 10.148979868747801 |
| 1990-07-01 | 10.500521038525600 |
| 1990-08-01 | 10.578583635755802 |
| 1990-09-01 | 10.437417085441801 |
| 1990-10-01 | 10.787971065671300 |
| 1990-11-01 | 10.463935061570900 |
| 1990-12-01 | 11.438559111730001 |
| 1991-01-01 | 11.750779318128801 |
| 1991-02-01 | 11.718623010445900 |
| 1991-03-01 | 11.643881023758200 |
| 1991-04-01 | 11.752138122871198 |
| 1991-05-01 | 11.922554189108200 |
| 1991-06-01 | 11.803939551577600 |
| 1991-07-01 | 11.539841813409800 |
| 1991-08-01 | 11.156385291139200 |
| 1991-09-01 | 11.509094298378699 |
| 1991-10-01 | 11.188042111161598 |
| 1991-11-01 | 10.956577624060900 |
| 1991-12-01 | 10.771657490649400 |
| 1992-01-01 | 10.543447700205300 |
| 1992-02-01 | 10.693100754322199 |
| 1992-03-01 | 10.636534500189400 |
| 1992-04-01 | 10.557198058594100 |
| 1992-05-01 | 9.905834059041730 |
| 1992-06-01 | 10.626475210949000 |
| 1992-07-01 | 10.489212748746999 |
| 1992-08-01 | 10.923043374481000 |
| 1992-09-01 | 10.730611694200599 |
| 1992-10-01 | 10.915921179949300 |
| 1992-11-01 | 10.858732567125198 |
| 1992-12-01 | 10.795500561620700 |
| 1993-01-01 | 10.516872406265000 |
| 1993-02-01 | 10.433155100194401 |
| 1993-03-01 | 10.286380109593000 |
| 1993-04-01 | 10.699104332023800 |
| 1993-05-01 | 10.363840368972198 |
| 1993-06-01 | 11.214426970212300 |
| 1993-07-01 | 11.863776168761301 |
| 1993-08-01 | 12.665351125654200 |
| 1993-09-01 | 12.029187819872902 |
| 1993-10-01 | 12.213373510296700 |
| 1993-11-01 | 12.456346510174901 |
| 1993-12-01 | 12.519688410931499 |
| 1994-01-01 | 13.046312348864902 |
| 1994-02-01 | 12.950561003478198 |
| 1994-03-01 | 13.355225653275198 |
| 1994-04-01 | 12.966498664087998 |
| 1994-05-01 | 13.131923759598500 |
| 1994-06-01 | 13.023606743761698 |
| 1994-07-01 | 13.138355075394001 |
| 1994-08-01 | 14.004785200628600 |
| 1994-09-01 | 12.651109650398500 |
| 1994-10-01 | 12.825520305013200 |
| 1994-11-01 | 12.589419043217099 |
| 1994-12-01 | 12.758131229649699 |
| 1995-01-01 | 12.534346771693300 |
| 1995-02-01 | 12.809287486399400 |
| 1995-03-01 | 12.619494467348700 |
| 1995-04-01 | 12.494494102262498 |
| 1995-05-01 | 12.427954125293400 |
| 1995-06-01 | 12.186645632354100 |
| 1995-07-01 | 7.589067021778960 |
| 1995-08-01 | 7.631756728348270 |
| 1995-09-01 | 15.915090339998100 |
| 1995-10-01 | 15.452617937232402 |
| 1995-11-01 | 15.429611970485698 |
| 1995-12-01 | 15.333469603983300 |
| 1996-01-01 | 14.958676394051400 |
| 1996-02-01 | 14.664924552498100 |
| 1996-03-01 | 14.687435622059601 |
| 1996-04-01 | 15.356280084508400 |
| 1996-05-01 | 15.876983865221000 |
| 1996-06-01 | 14.597682231114400 |
| 1996-07-01 | 14.678151996291700 |
| 1996-08-01 | 14.200185790190499 |
| 1996-09-01 | 16.791505774618700 |
| 1996-10-01 | 16.427408257260800 |
| 1996-11-01 | 16.752861976575900 |
| 1996-12-01 | 16.743746462407100 |
| 1997-01-01 | 16.573944763499302 |
| 1997-02-01 | 16.561582524406900 |
| 1997-03-01 | 16.517606198245200 |
| 1997-04-01 | 15.941206507907697 |
| 1997-05-01 | 17.926245037340600 |
| 1997-06-01 | 19.035530050528802 |
| 1997-07-01 | 17.256100281510502 |
| 1997-08-01 | 17.771453281001300 |
| 1997-09-01 | 17.860591877308103 |
| 1997-10-01 | 18.658098988767100 |
| 1997-11-01 | 18.729401431006000 |
| 1997-12-01 | 18.510703107691200 |
| 1998-01-01 | 18.591163698516500 |
| 1998-02-01 | 19.018256408002000 |
| 1998-03-01 | 19.200317072215500 |
| 1998-04-01 | 18.960874138361800 |
| 1998-05-01 | 19.110106154002000 |
| 1998-06-01 | 18.660358458866000 |
| 1998-07-01 | 16.486502139198898 |
| 1998-08-01 | 19.021863806517400 |
| 1998-09-01 | 19.299501170706300 |
| 1998-10-01 | 19.664692693972800 |
| 1998-11-01 | 19.477329257359102 |
| 1998-12-01 | 19.155051361363398 |
| 1999-01-01 | 19.227051389873500 |
| 1999-02-01 | 19.190738466288398 |
| 1999-03-01 | 18.597804391522000 |
| 1999-04-01 | 19.555201068494398 |
| 1999-05-01 | 18.570979991631600 |
| 1999-06-01 | 18.662486985006100 |
| 1999-07-01 | 15.564609807305500 |
| 1999-08-01 | 16.733500801066597 |
| 1999-09-01 | 17.016706779177998 |
| 1999-10-01 | 19.593543015988500 |
| 1999-11-01 | 19.610215865140500 |
| 1999-12-01 | 20.313460680404102 |
| 2000-01-01 | 16.380376204300600 |
| 2000-02-01 | 18.205255590534197 |
| 2000-03-01 | 16.647267075960600 |
| 2000-04-01 | 17.103590467851100 |
| 2000-05-01 | 16.601962388822400 |
| 2000-06-01 | 17.012842235689700 |
| 2000-07-01 | 16.465700899903400 |
| 2000-08-01 | 16.883174599070400 |
| 2000-09-01 | 18.125586747811500 |
| 2000-10-01 | 18.110392601123800 |
| 2000-11-01 | 18.972853543419800 |
| 2000-12-01 | 21.850453937869897 |
| 2001-01-01 | 19.788113045655802 |
| 2001-02-01 | 20.042962059294200 |
| 2001-03-01 | 20.783115831818400 |
| 2001-04-01 | 20.601997738541900 |
| 2001-05-01 | 22.948001788081600 |
| 2001-06-01 | 23.086698098213397 |
| 2001-07-01 | 22.566979906692200 |
| 2001-08-01 | 22.587050588580900 |
| 2001-09-01 | 22.153058724181598 |
| 2001-10-01 | 21.562531601091500 |
| 2001-11-01 | 22.009797955975800 |
| 2001-12-01 | 22.556709639115000 |
| 2002-01-01 | 23.154044349195800 |
| 2002-02-01 | 23.610768332817802 |
| 2002-03-01 | 23.614263471092702 |
| 2002-04-01 | 22.984410038072000 |
| 2002-05-01 | 23.721339826985000 |
| 2002-06-01 | 24.280212954039897 |
| 2002-07-01 | 22.265608934168200 |
| 2002-08-01 | 22.732823120279104 |
| 2002-09-01 | 22.592986466155896 |
| 2002-10-01 | 22.757992438038700 |
| 2002-11-01 | 23.213889363244500 |
| 2002-12-01 | 23.269554394559897 |
| 2003-01-01 | 21.203943049777997 |
| 2003-02-01 | 20.899939572681700 |
| 2003-03-01 | 21.103470681044897 |
| 2003-04-01 | 21.432674735013400 |
| 2003-05-01 | 21.828774944343100 |
| 2003-06-01 | 21.743979909438000 |
| 2003-07-01 | 22.600062675891103 |
| 2003-08-01 | 21.955994082063200 |
| 2003-09-01 | 21.880009121235900 |
| 2003-10-01 | 22.131688073515896 |
| 2003-11-01 | 21.804218663522100 |
| 2003-12-01 | 21.980453622158198 |
| 2004-01-01 | 24.026773680897900 |
| 2004-02-01 | 22.304097358562700 |
| 2004-03-01 | 23.078128025649600 |
| 2004-04-01 | 23.362649190468602 |
| 2004-05-01 | 23.481331268844300 |
| 2004-06-01 | 23.828544763300900 |
| 2004-07-01 | 24.825357443605600 |
| 2004-08-01 | 24.309316146373200 |
| 2004-09-01 | 24.931864630183000 |
| 2004-10-01 | 24.813531295868398 |
| 2004-11-01 | 25.241928478859702 |
| 2004-12-01 | 24.904822076639000 |
| 2005-01-01 | 25.060130748978200 |
| 2005-02-01 | 25.376064403675798 |
| 2005-03-01 | 24.773773240907197 |
| 2005-04-01 | 24.785437700362900 |
| 2005-05-01 | 25.878939039108100 |
| 2005-06-01 | 25.225927196883998 |
| 2005-07-01 | 24.959541506790398 |
| 2005-08-01 | 24.715671390221400 |
| 2005-09-01 | 24.918486948719900 |
| 2005-10-01 | 26.774813292431300 |
| 2005-11-01 | 25.937547060722200 |
| 2005-12-01 | 25.241365794337900 |
| 2006-01-01 | 24.873101417488400 |
| 2006-02-01 | 24.772429518445396 |
| 2006-03-01 | 24.123620013754600 |
| 2006-04-01 | 25.136760501886800 |
| 2006-05-01 | 25.499156399463896 |
| 2006-06-01 | 24.987925420662900 |
| 2006-07-01 | 25.118782322880698 |
| 2006-08-01 | 25.465808483545104 |
| 2006-09-01 | 25.143221719152603 |
| 2006-10-01 | 24.747875559964300 |
| 2006-11-01 | 24.952050916836500 |
| 2006-12-01 | 24.983501491813698 |
| 2007-01-01 | 25.270261225190897 |
| 2007-02-01 | 25.095640037375397 |
| 2007-03-01 | 25.314428725823998 |
| 2007-04-01 | 24.595082666051603 |
| 2007-05-01 | 24.717316837458500 |
| 2007-06-01 | 24.881207726298500 |
| 2007-07-01 | 25.414335154575300 |
| 2007-08-01 | 25.213351431536000 |
| 2007-09-01 | 24.722867994827500 |
| 2007-10-01 | 25.844421237819900 |
| 2007-11-01 | 25.139251872113103 |
| 2007-12-01 | 25.288780183083400 |
| 2008-01-01 | 25.156488108679902 |
| 2008-02-01 | 25.639385900078203 |
| 2008-03-01 | 25.516054497347200 |
| 2008-04-01 | 26.029745853640400 |
| 2008-05-01 | 25.711063801104803 |
| 2008-06-01 | 25.993188017083202 |
| 2008-07-01 | 26.187399711398200 |
| 2008-08-01 | 26.322675834184800 |
| 2008-09-01 | 25.950550954674803 |
| 2008-10-01 | 25.889919334062000 |
| 2008-11-01 | 26.202035088641300 |
| 2008-12-01 | 27.179942181898200 |
| 2009-01-01 | 26.261920143023602 |
| 2009-02-01 | 26.041285262325100 |
| 2009-03-01 | 25.710758972178800 |
| 2009-04-01 | 26.437338630958400 |
| 2009-05-01 | 26.375708106176500 |
| 2009-06-01 | 26.474162546313000 |
| 2009-07-01 | 26.106510033000300 |
| 2009-08-01 | 25.947370342618400 |
| 2009-09-01 | 26.444971969789300 |
| 2009-10-01 | 26.156428838966104 |
| 2009-11-01 | 26.396058374497000 |
| 2009-12-01 | 26.443444965113700 |
| 2010-01-01 | 26.452780196361400 |
| 2010-02-01 | 26.246814344569398 |
| 2010-03-01 | 26.381735175214500 |
| 2010-04-01 | 26.253318052858300 |
| 2010-05-01 | 26.267248271495700 |
| 2010-06-01 | 25.881897120139104 |
| 2010-07-01 | 26.053452092478498 |
| 2010-08-01 | 25.775443678265198 |
| 2010-09-01 | 25.680791388991200 |
| 2010-10-01 | 26.176836146268503 |
| 2010-11-01 | 25.545621072069100 |
| 2010-12-01 | 25.528231779508900 |
| 2011-01-01 | 25.197928174410800 |
| 2011-02-01 | 25.516677259379000 |
| 2011-03-01 | 25.372968079414800 |
| 2011-04-01 | 25.099136157624997 |
| 2011-05-01 | 25.500659436966800 |
| 2011-06-01 | 25.712394258667498 |
| 2011-07-01 | 25.421330689398900 |
| 2011-08-01 | 25.834817325114700 |
| 2011-09-01 | 25.540215707893000 |
| 2011-10-01 | 25.280033836498603 |
| 2011-11-01 | 25.556811513650104 |
| 2011-12-01 | 25.554950368296105 |
| 2012-01-01 | 25.621783772178997 |
| 2012-02-01 | 25.472850674381200 |
| 2012-03-01 | 26.120685461452400 |
| 2012-04-01 | 25.649174342977800 |
| 2012-05-01 | 26.034808477636105 |
| 2012-06-01 | 25.310552620321600 |
| 2012-07-01 | 25.067993811766897 |
| 2012-08-01 | 24.390857971358500 |
| 2012-09-01 | 25.160937567993997 |
| 2012-10-01 | 25.108901466588502 |
| 2012-11-01 | 25.048589565049300 |
| 2012-12-01 | 25.018338339975900 |
| 2013-01-01 | 25.012101279741202 |
| 2013-02-01 | 24.974966529216900 |
| 2013-03-01 | 24.666332038157200 |
| 2013-04-01 | 24.581574421887000 |
| 2013-05-01 | 24.683575450418700 |
| 2013-06-01 | 24.814309210481600 |
| 2013-07-01 | 25.294353833716197 |
| 2013-08-01 | 25.234043376862804 |
| 2013-09-01 | 25.485778215341700 |
| 2013-10-01 | 25.642577195061600 |
| 2013-11-01 | 25.860069027308600 |
| 2013-12-01 | 25.938670643555800 |
| 2014-01-01 | 26.214741587203600 |
| 2014-02-01 | 26.055722882435603 |
| 2014-03-01 | 26.405348226361700 |
| 2014-04-01 | 26.818460200612602 |
| 2014-05-01 | 26.452230824211696 |
| 2014-06-01 | 26.471813175125998 |
| 2014-07-01 | 26.478226812608500 |
| 2014-08-01 | 26.626065547540303 |
| 2014-09-01 | 27.060309011514500 |
| 2014-10-01 | 26.873478801983700 |
| 2014-11-01 | 26.860063161296800 |
| 2014-12-01 | 26.814783740946197 |
| 2015-01-01 | 26.638503930470900 |
| 2015-02-01 | 26.563354876666900 |
| 2015-03-01 | 26.438841225030800 |
| 2015-04-01 | 26.495093109743700 |
| 2015-05-01 | 26.501672313088600 |
| 2015-06-01 | 26.726670477459102 |
| 2015-07-01 | 26.543176163818497 |
| 2015-08-01 | 26.458189960104498 |
| 2015-09-01 | 26.411298846726197 |
| 2015-10-01 | 26.706591138807003 |
| 2015-11-01 | 26.731774215679604 |
| 2015-12-01 | 26.723553611302400 |
| 2016-01-01 | 26.661342423691600 |
| 2016-02-01 | 26.838065268958200 |
| 2016-03-01 | 26.904366535821300 |
| 2016-04-01 | 27.164776037588500 |
| 2016-05-01 | 26.981854062658500 |
| 2016-06-01 | 26.889378712875300 |
| 2016-07-01 | 27.345976369912100 |
| 2016-08-01 | 27.355689742515900 |
| 2016-09-01 | 27.273624218620600 |
| 2016-10-01 | 27.103472526975900 |
| 2016-11-01 | 27.076400760729605 |
| 2016-12-01 | 27.063525981641696 |
| 2017-01-01 | 26.974150244777700 |
| 2017-02-01 | 27.256486405288000 |
| 2017-03-01 | 27.341309951059000 |
| 2017-04-01 | 27.325154940722500 |
| 2017-05-01 | 27.514040475535600 |
| 2017-06-01 | 27.329376169474200 |
| 2017-07-01 | 27.183893305478602 |
| 2017-08-01 | 27.010383960869700 |
| 2017-09-01 | 27.378537837327500 |
| 2017-10-01 | 27.292083567564200 |
| 2017-11-01 | 27.391465447541600 |
| 2017-12-01 | 27.473400609365697 |
| 2018-01-01 | 27.166283451997298 |
| 2018-02-01 | 27.314211715702300 |
| 2018-03-01 | 27.296793904537200 |
| 2018-04-01 | 27.354423396228400 |
| 2018-05-01 | 27.152244064695000 |
| 2018-06-01 | 27.486793892406700 |
| 2018-07-01 | 27.427417137090103 |
| 2018-08-01 | 27.513281380831900 |
| 2018-09-01 | 27.395780160247500 |
| 2018-10-01 | 27.469122846574700 |
| 2018-11-01 | 27.391371918841802 |
| 2018-12-01 | 27.492805581812700 |
| 2019-01-01 | 27.888793507185802 |
| 2019-02-01 | 28.051147862602500 |
| 2019-03-01 | 28.102634225179000 |
| 2019-04-01 | 28.136242447386604 |
| 2019-05-01 | 27.901103959371400 |
| 2019-06-01 | 27.882497666044102 |
| 2019-07-01 | 28.052669379463000 |
| 2019-08-01 | 27.937149042005302 |
| 2019-09-01 | 28.289400234661397 |
| 2019-10-01 | 28.481584870367100 |
| 2019-11-01 | 28.548539247328897 |
| 2019-12-01 | 28.516331285727800 |
| 2020-01-01 | 28.613297102821400 |
| 2020-02-01 | 28.579421378643104 |
| 2020-03-01 | 27.862550487971102 |
| 2020-04-01 | 22.830089480315600 |
| 2020-05-01 | 23.088572194803300 |
| 2020-06-01 | 25.040179451988300 |
| 2020-07-01 | 25.341560426610000 |
| 2020-08-01 | 25.892781742966500 |
| 2020-09-01 | 26.130319300247503 |
| 2020-10-01 | 26.076848875366398 |
| 2020-11-01 | 26.250841397402300 |
| 2020-12-01 | 25.106102678565800 |
| 2021-01-01 | 26.260875891090700 |
| 2021-02-01 | 25.921015020178700 |
| 2021-03-01 | 26.811728849035603 |
| 2021-04-01 | 27.158738618269300 |
| 2021-05-01 | 27.548665320331100 |
| 2021-06-01 | 27.919227700309100 |
| 2021-07-01 | 27.967374120322297 |
| 2021-08-01 | 27.946484007518300 |
| 2021-09-01 | 27.827588105683000 |
| 2021-10-01 | 27.993789511264602 |
| 2021-11-01 | 28.258258649615197 |
| 2021-12-01 | 28.582208577894100 |
| 2022-01-01 | 28.826608218248502 |
| 2022-02-01 | 28.805066025927200 |
| 2022-03-01 | 29.015900204310900 |
| 2022-04-01 | 29.171017148641300 |
| 2022-05-01 | 29.317395498613802 |
| 2022-06-01 | 29.148259282435998 |
| 2022-07-01 | 29.446825679222897 |
| 2022-08-01 | 29.402775233005400 |
| 2022-09-01 | 29.342493852359900 |
| 2022-10-01 | 29.381220853636698 |
| 2022-11-01 | 29.472824239791798 |
| 2022-12-01 | 29.560014899808998 |
| 2023-01-01 | 30.417347405057697 |
| 2023-02-01 | 30.016853919634197 |
| 2023-03-01 | 29.977824772910700 |
| 2023-04-01 | 30.167861179196500 |
| 2023-05-01 | 30.328375133601200 |
| 2023-06-01 | 30.383492947809500 |
| 2023-07-01 | 30.164371244926400 |
| 2023-08-01 | 30.291360538848500 |
| 2023-09-01 | 30.498181831525102 |
| 2023-10-01 | 30.812183699034602 |
| 2023-11-01 | 30.754874796664300 |
| 2023-12-01 | 30.826051652520498 |
| 2024-01-01 | 30.331724628713797 |
| 2024-02-01 | 30.315219752759700 |
| 2024-03-01 | 30.324552316600700 |
| 2024-04-01 | 30.092742606840500 |
| 2024-05-01 | 29.619690683315100 |
| 2024-06-01 | 29.984004792266898 |
| 2024-07-01 | 29.931927333172100 |
| 2024-08-01 | 29.902623475176203 |
| 2024-09-01 | 29.896617787676100 |
| 2024-10-01 | 29.545881748462800 |
| 2024-11-01 | 29.547288523467603 |
