Table Data - All Employees: Education and Health Services: Private Educational Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109006561000001SA |
| 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 6:26 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 | 9.153922681810440 |
| 1990-02-01 | 9.017782140179260 |
| 1990-03-01 | 9.117178449674189 |
| 1990-04-01 | 9.422128563703689 |
| 1990-05-01 | 9.373977847727712 |
| 1990-06-01 | 8.835452473119660 |
| 1990-07-01 | 8.852043901464489 |
| 1990-08-01 | 9.087007309957599 |
| 1990-09-01 | 9.245355898859380 |
| 1990-10-01 | 9.260755205417530 |
| 1990-11-01 | 9.282115218947650 |
| 1990-12-01 | 9.440972827456608 |
| 1991-01-01 | 9.267294857240690 |
| 1991-02-01 | 9.308899398333290 |
| 1991-03-01 | 9.288343231219010 |
| 1991-04-01 | 8.799944201874150 |
| 1991-05-01 | 8.828788880505220 |
| 1991-06-01 | 8.708609400207690 |
| 1991-07-01 | 8.355055460035880 |
| 1991-08-01 | 8.698061679449200 |
| 1991-09-01 | 8.743785835335990 |
| 1991-10-01 | 8.739942870130980 |
| 1991-11-01 | 8.664823746140291 |
| 1991-12-01 | 8.726987314323170 |
| 1992-01-01 | 8.686195426752850 |
| 1992-02-01 | 8.718113440394180 |
| 1992-03-01 | 8.633611027250030 |
| 1992-04-01 | 8.635728636037190 |
| 1992-05-01 | 8.561907914570590 |
| 1992-06-01 | 8.577102655972390 |
| 1992-07-01 | 8.586429763962820 |
| 1992-08-01 | 8.673041871282330 |
| 1992-09-01 | 8.640008435736050 |
| 1992-10-01 | 8.761773169526310 |
| 1992-11-01 | 8.949482940159840 |
| 1992-12-01 | 8.838424482731980 |
| 1993-01-01 | 8.785874016491610 |
| 1993-02-01 | 8.892874754135232 |
| 1993-03-01 | 8.162559304581400 |
| 1993-04-01 | 8.932429276421240 |
| 1993-05-01 | 8.857641414753198 |
| 1993-06-01 | 9.145691274640770 |
| 1993-07-01 | 9.424229806650109 |
| 1993-08-01 | 9.257521417578780 |
| 1993-09-01 | 9.225645529036312 |
| 1993-10-01 | 9.328189257383670 |
| 1993-11-01 | 9.325682917685040 |
| 1993-12-01 | 9.318451512309120 |
| 1994-01-01 | 9.458071219615990 |
| 1994-02-01 | 9.349987229571160 |
| 1994-03-01 | 9.603477484250780 |
| 1994-04-01 | 9.504163602399440 |
| 1994-05-01 | 9.526139401385100 |
| 1994-06-01 | 9.715332175505320 |
| 1994-07-01 | 9.517764555296930 |
| 1994-08-01 | 9.598012361020471 |
| 1994-09-01 | 9.608561754475520 |
| 1994-10-01 | 9.442855258235848 |
| 1994-11-01 | 9.529494060500301 |
| 1994-12-01 | 9.526139418139010 |
| 1995-01-01 | 9.532144663060990 |
| 1995-02-01 | 9.619660904870360 |
| 1995-03-01 | 9.691959166672538 |
| 1995-04-01 | 9.703679908053970 |
| 1995-05-01 | 9.742812183985329 |
| 1995-06-01 | 9.706070934866100 |
| 1995-07-01 | 9.732367767904470 |
| 1995-08-01 | 9.571884897925962 |
| 1995-09-01 | 9.689980587811212 |
| 1995-10-01 | 9.739524212952840 |
| 1995-11-01 | 9.725736410423599 |
| 1995-12-01 | 9.820781296951920 |
| 1996-01-01 | 9.831215911780651 |
| 1996-02-01 | 9.895002166778950 |
| 1996-03-01 | 9.789337015866200 |
| 1996-04-01 | 9.797274534296550 |
| 1996-05-01 | 9.868861057963100 |
| 1996-06-01 | 9.941559526202320 |
| 1996-07-01 | 9.938751573720960 |
| 1996-08-01 | 10.057741156524200 |
| 1996-09-01 | 10.181145908024199 |
| 1996-10-01 | 10.027879766658600 |
| 1996-11-01 | 9.999028045446640 |
| 1996-12-01 | 10.016918388921200 |
| 1997-01-01 | 9.990974825446190 |
| 1997-02-01 | 10.076967065339900 |
| 1997-03-01 | 9.986047930510380 |
| 1997-04-01 | 10.083968741294099 |
| 1997-05-01 | 10.104932530053100 |
| 1997-06-01 | 10.055639651205901 |
| 1997-07-01 | 9.907870675805220 |
| 1997-08-01 | 10.160940216966198 |
| 1997-09-01 | 10.281707609468200 |
| 1997-10-01 | 10.321430317880100 |
| 1997-11-01 | 10.257429088400698 |
| 1997-12-01 | 10.300606814421600 |
| 1998-01-01 | 10.257313878402000 |
| 1998-02-01 | 10.271165970885699 |
| 1998-03-01 | 10.355734044841899 |
| 1998-04-01 | 10.379830763286700 |
| 1998-05-01 | 10.351073175522100 |
| 1998-06-01 | 9.930044058748670 |
| 1998-07-01 | 10.366711278881500 |
| 1998-08-01 | 10.385875234230800 |
| 1998-09-01 | 10.282142272538600 |
| 1998-10-01 | 10.248567137254302 |
| 1998-11-01 | 10.231792239896800 |
| 1998-12-01 | 10.230483982451000 |
| 1999-01-01 | 9.948178924563490 |
| 1999-02-01 | 10.286206632913698 |
| 1999-03-01 | 10.355319441505500 |
| 1999-04-01 | 10.406521425272400 |
| 1999-05-01 | 10.324431699817099 |
| 1999-06-01 | 10.264094262810600 |
| 1999-07-01 | 10.358173684147301 |
| 1999-08-01 | 10.100692297599400 |
| 1999-09-01 | 10.169078351443300 |
| 1999-10-01 | 10.361124433608301 |
| 1999-11-01 | 10.476047724699400 |
| 1999-12-01 | 10.450040016741001 |
| 2000-01-01 | 10.540803813094900 |
| 2000-02-01 | 10.786674175091902 |
| 2000-03-01 | 10.355558730154302 |
| 2000-04-01 | 10.322851989357000 |
| 2000-05-01 | 10.479517622834400 |
| 2000-06-01 | 10.598800586740900 |
| 2000-07-01 | 10.595943081072400 |
| 2000-08-01 | 10.687229950519301 |
| 2000-09-01 | 10.641436702046200 |
| 2000-10-01 | 10.554640738693500 |
| 2000-11-01 | 10.536749893535099 |
| 2000-12-01 | 10.775511631270700 |
| 2001-01-01 | 10.587518349541100 |
| 2001-02-01 | 10.506421996376199 |
| 2001-03-01 | 10.629443859973600 |
| 2001-04-01 | 10.428550397014401 |
| 2001-05-01 | 10.435940855279300 |
| 2001-06-01 | 10.458002380161600 |
| 2001-07-01 | 10.357528377558301 |
| 2001-08-01 | 10.425703306541000 |
| 2001-09-01 | 10.725844111655600 |
| 2001-10-01 | 10.273841973976399 |
| 2001-11-01 | 10.339530721248302 |
| 2001-12-01 | 10.172495829278400 |
| 2002-01-01 | 10.761167871659500 |
| 2002-02-01 | 10.338408190882500 |
| 2002-03-01 | 10.354835801174001 |
| 2002-04-01 | 10.412433861458000 |
| 2002-05-01 | 10.377042299814900 |
| 2002-06-01 | 10.445776216600200 |
| 2002-07-01 | 10.466689302153801 |
| 2002-08-01 | 10.673083071404099 |
| 2002-09-01 | 11.025769122981801 |
| 2002-10-01 | 10.610893399460700 |
| 2002-11-01 | 10.592683605321900 |
| 2002-12-01 | 10.044371935361800 |
| 2003-01-01 | 11.158495082613802 |
| 2003-02-01 | 10.566067261375698 |
| 2003-03-01 | 10.329148948100800 |
| 2003-04-01 | 10.566447280992099 |
| 2003-05-01 | 10.503154252238100 |
| 2003-06-01 | 10.456342313142400 |
| 2003-07-01 | 10.454586889400801 |
| 2003-08-01 | 10.429999459420800 |
| 2003-09-01 | 10.652487714896301 |
| 2003-10-01 | 10.472649899924600 |
| 2003-11-01 | 10.606974364375300 |
| 2003-12-01 | 10.650146783178100 |
| 2004-01-01 | 10.367118832354000 |
| 2004-02-01 | 11.002247506907802 |
| 2004-03-01 | 10.833190178048199 |
| 2004-04-01 | 10.612695309175200 |
| 2004-05-01 | 10.809720254846400 |
| 2004-06-01 | 11.081476268762100 |
| 2004-07-01 | 10.793733510114400 |
| 2004-08-01 | 10.657065955175199 |
| 2004-09-01 | 10.483835854499800 |
| 2004-10-01 | 10.881635112872601 |
| 2004-11-01 | 10.919611150897500 |
| 2004-12-01 | 10.200308595982800 |
| 2005-01-01 | 11.005497197847200 |
| 2005-02-01 | 10.528779023320100 |
| 2005-03-01 | 10.603648740905700 |
| 2005-04-01 | 10.860425404635198 |
| 2005-05-01 | 10.730055060688400 |
| 2005-06-01 | 10.789934407954302 |
| 2005-07-01 | 10.902649024174800 |
| 2005-08-01 | 10.600047649106200 |
| 2005-09-01 | 10.609998547032000 |
| 2005-10-01 | 10.767700194778099 |
| 2005-11-01 | 10.901079477250700 |
| 2005-12-01 | 10.762223891544900 |
| 2006-01-01 | 11.110196705652400 |
| 2006-02-01 | 10.915415600635600 |
| 2006-03-01 | 11.180433606656600 |
| 2006-04-01 | 11.110447433612599 |
| 2006-05-01 | 11.047835541752601 |
| 2006-06-01 | 10.962246763256000 |
| 2006-07-01 | 11.011983608628200 |
| 2006-08-01 | 11.113469697280800 |
| 2006-09-01 | 11.316007445696199 |
| 2006-10-01 | 11.414291676815500 |
| 2006-11-01 | 11.154831949012001 |
| 2006-12-01 | 11.341911542320800 |
| 2007-01-01 | 11.120922725492600 |
| 2007-02-01 | 10.850077391586199 |
| 2007-03-01 | 11.317300856751599 |
| 2007-04-01 | 11.206589858391302 |
| 2007-05-01 | 11.358145413661001 |
| 2007-06-01 | 11.220306376583400 |
| 2007-07-01 | 11.011620402342501 |
| 2007-08-01 | 11.608679080777900 |
| 2007-09-01 | 11.406058666464100 |
| 2007-10-01 | 11.471273300554700 |
| 2007-11-01 | 11.229314826354802 |
| 2007-12-01 | 11.454488504916101 |
| 2008-01-01 | 11.371294483193800 |
| 2008-02-01 | 11.421305050046800 |
| 2008-03-01 | 11.214109292147999 |
| 2008-04-01 | 11.410698616546302 |
| 2008-05-01 | 10.578032938436401 |
| 2008-06-01 | 11.074257803306502 |
| 2008-07-01 | 11.235197463593100 |
| 2008-08-01 | 11.544230439715701 |
| 2008-09-01 | 11.288423383086600 |
| 2008-10-01 | 11.280752061810501 |
| 2008-11-01 | 11.376836047102401 |
| 2008-12-01 | 11.506194689247902 |
| 2009-01-01 | 11.982816394116100 |
| 2009-02-01 | 11.369663103213199 |
| 2009-03-01 | 11.573401443883600 |
| 2009-04-01 | 11.434797512796399 |
| 2009-05-01 | 11.130077399928200 |
| 2009-06-01 | 11.342593010127699 |
| 2009-07-01 | 11.351647905117801 |
| 2009-08-01 | 11.566847338898300 |
| 2009-09-01 | 11.653381163523600 |
| 2009-10-01 | 11.721779021425100 |
| 2009-11-01 | 11.940644387398200 |
| 2009-12-01 | 11.869547945984900 |
| 2010-01-01 | 11.492929031411900 |
| 2010-02-01 | 12.191791480015800 |
| 2010-03-01 | 12.030777930773500 |
| 2010-04-01 | 11.884669550816698 |
| 2010-05-01 | 12.255682231428600 |
| 2010-06-01 | 12.296612324542599 |
| 2010-07-01 | 12.185197505746900 |
| 2010-08-01 | 12.268496011618900 |
| 2010-09-01 | 11.806385345759900 |
| 2010-10-01 | 11.585410301097000 |
| 2010-11-01 | 11.530133622661399 |
| 2010-12-01 | 11.783816615664000 |
| 2011-01-01 | 12.432779566984800 |
| 2011-02-01 | 11.815963898806000 |
| 2011-03-01 | 11.707827056839900 |
| 2011-04-01 | 11.668417943784302 |
| 2011-05-01 | 11.914568846108100 |
| 2011-06-01 | 12.332515533353000 |
| 2011-07-01 | 12.105844912852302 |
| 2011-08-01 | 11.954330985557101 |
| 2011-09-01 | 11.751745754387601 |
| 2011-10-01 | 11.868207028626400 |
| 2011-11-01 | 11.742761113479302 |
| 2011-12-01 | 11.743432939839401 |
| 2012-01-01 | 11.675740598365600 |
| 2012-02-01 | 11.975071189015999 |
| 2012-03-01 | 12.019269855433700 |
| 2012-04-01 | 11.980231189055100 |
| 2012-05-01 | 11.885487724548600 |
| 2012-06-01 | 11.966395760810098 |
| 2012-07-01 | 11.537905397416502 |
| 2012-08-01 | 11.384900867169900 |
| 2012-09-01 | 11.819225733994301 |
| 2012-10-01 | 11.648912862325599 |
| 2012-11-01 | 11.674964528838599 |
| 2012-12-01 | 11.459648057833700 |
| 2013-01-01 | 11.559264855886600 |
| 2013-02-01 | 11.612389207109300 |
| 2013-03-01 | 11.621104815767300 |
| 2013-04-01 | 11.642353020197598 |
| 2013-05-01 | 11.586883802207000 |
| 2013-06-01 | 11.541257539020000 |
| 2013-07-01 | 11.705642902438900 |
| 2013-08-01 | 11.646938274666700 |
| 2013-09-01 | 11.999375568885400 |
| 2013-10-01 | 11.595432010958800 |
| 2013-11-01 | 11.797380045183400 |
| 2013-12-01 | 11.315228746063198 |
| 2014-01-01 | 11.509464690841200 |
| 2014-02-01 | 11.661451746333500 |
| 2014-03-01 | 11.474041163508401 |
| 2014-04-01 | 11.772025218479700 |
| 2014-05-01 | 11.893893044253499 |
| 2014-06-01 | 11.978734433029500 |
| 2014-07-01 | 11.727851321300301 |
| 2014-08-01 | 11.602214194255900 |
| 2014-09-01 | 12.109626460171000 |
| 2014-10-01 | 12.264058257932199 |
| 2014-11-01 | 12.298966294013601 |
| 2014-12-01 | 12.498520889911498 |
| 2015-01-01 | 12.326300632940600 |
| 2015-02-01 | 12.080746644707801 |
| 2015-03-01 | 11.862343724480901 |
| 2015-04-01 | 12.204604833293400 |
| 2015-05-01 | 11.993980371625499 |
| 2015-06-01 | 12.437604496226001 |
| 2015-07-01 | 12.357168533421302 |
| 2015-08-01 | 12.113919860370900 |
| 2015-09-01 | 11.942370715225302 |
| 2015-10-01 | 12.126151098600099 |
| 2015-11-01 | 12.124315882287199 |
| 2015-12-01 | 12.219980800218801 |
| 2016-01-01 | 12.135840320722199 |
| 2016-02-01 | 12.131926477043299 |
| 2016-03-01 | 12.143989209722800 |
| 2016-04-01 | 12.122764769568100 |
| 2016-05-01 | 12.093774390174902 |
| 2016-06-01 | 11.943637898289099 |
| 2016-07-01 | 12.234913361921000 |
| 2016-08-01 | 12.189562180867000 |
| 2016-09-01 | 12.380667809496500 |
| 2016-10-01 | 12.460355831848900 |
| 2016-11-01 | 12.516607694557600 |
| 2016-12-01 | 12.546625309536000 |
| 2017-01-01 | 12.601228980027699 |
| 2017-02-01 | 12.626716422685900 |
| 2017-03-01 | 12.699731529278800 |
| 2017-04-01 | 12.674436402931300 |
| 2017-05-01 | 12.766788477694800 |
| 2017-06-01 | 12.248878348731699 |
| 2017-07-01 | 12.731772742271700 |
| 2017-08-01 | 12.225990861768599 |
| 2017-09-01 | 12.683328194639302 |
| 2017-10-01 | 12.824571627674400 |
| 2017-11-01 | 12.651465450042698 |
| 2017-12-01 | 12.822206851874402 |
| 2018-01-01 | 12.305130779369100 |
| 2018-02-01 | 12.729490262837200 |
| 2018-03-01 | 12.812080633339901 |
| 2018-04-01 | 12.702885087356698 |
| 2018-05-01 | 12.769425743381000 |
| 2018-06-01 | 12.513897641097099 |
| 2018-07-01 | 12.485041225630100 |
| 2018-08-01 | 12.718774435359500 |
| 2018-09-01 | 12.773840074422800 |
| 2018-10-01 | 13.044745251215598 |
| 2018-11-01 | 12.787304861999900 |
| 2018-12-01 | 12.742001769851600 |
| 2019-01-01 | 12.660257509604302 |
| 2019-02-01 | 12.708050589803900 |
| 2019-03-01 | 12.950851358424700 |
| 2019-04-01 | 12.929850837241900 |
| 2019-05-01 | 12.878111977222600 |
| 2019-06-01 | 12.864819366086500 |
| 2019-07-01 | 12.585729110905700 |
| 2019-08-01 | 12.708742684724200 |
| 2019-09-01 | 12.645446265389600 |
| 2019-10-01 | 12.835385280614700 |
| 2019-11-01 | 12.919705891078000 |
| 2019-12-01 | 12.849915045646200 |
| 2020-01-01 | 13.125830163836000 |
| 2020-02-01 | 12.964853597622600 |
| 2020-03-01 | 12.719329990416600 |
| 2020-04-01 | 10.363815851117200 |
| 2020-05-01 | 10.225055588441500 |
| 2020-06-01 | 11.030649129096801 |
| 2020-07-01 | 11.094712879352699 |
| 2020-08-01 | 11.282940198328399 |
| 2020-09-01 | 11.255035784114803 |
| 2020-10-01 | 11.065821644979598 |
| 2020-11-01 | 11.031731222195498 |
| 2020-12-01 | 10.273077359556801 |
| 2021-01-01 | 10.410541621023699 |
| 2021-02-01 | 10.680518304156900 |
| 2021-03-01 | 11.207295980425000 |
| 2021-04-01 | 11.341336897401000 |
| 2021-05-01 | 11.746165317634699 |
| 2021-06-01 | 12.165896237680700 |
| 2021-07-01 | 11.753001538705700 |
| 2021-08-01 | 11.801668313860600 |
| 2021-09-01 | 11.232560237051300 |
| 2021-10-01 | 11.668576504377501 |
| 2021-11-01 | 11.675554087712500 |
| 2021-12-01 | 11.773776133362100 |
| 2022-01-01 | 11.765055999902101 |
| 2022-02-01 | 11.868402871442699 |
| 2022-03-01 | 11.879655127755100 |
| 2022-04-01 | 11.875385632650199 |
| 2022-05-01 | 12.407067174626000 |
| 2022-06-01 | 11.994139793327301 |
| 2022-07-01 | 12.170739123530000 |
| 2022-08-01 | 12.108365397917100 |
| 2022-09-01 | 12.204395724693802 |
| 2022-10-01 | 12.160266288397999 |
| 2022-11-01 | 12.216794450584100 |
| 2022-12-01 | 12.303283995810800 |
| 2023-01-01 | 12.504064612447000 |
| 2023-02-01 | 12.498390223295200 |
| 2023-03-01 | 12.544952231356401 |
| 2023-04-01 | 12.398424781938601 |
| 2023-05-01 | 12.378920147612300 |
| 2023-06-01 | 12.665464014806900 |
| 2023-07-01 | 12.591022531513300 |
| 2023-08-01 | 12.670846275913200 |
| 2023-09-01 | 12.887672251238500 |
| 2023-10-01 | 13.012572922852199 |
| 2023-11-01 | 12.930503963624700 |
| 2023-12-01 | 12.931175769861099 |
| 2024-01-01 | 12.515157397094400 |
| 2024-02-01 | 12.765442611268000 |
| 2024-03-01 | 12.730138958173300 |
| 2024-04-01 | 12.809464635969600 |
| 2024-05-01 | 12.724118682774902 |
| 2024-06-01 | 12.870002268162400 |
| 2024-07-01 | 12.924010387119500 |
| 2024-08-01 | 12.900737299055500 |
| 2024-09-01 | 12.700366188629100 |
| 2024-10-01 | 12.641770306485300 |
