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 2024-11-01 |
| Last Updated | 2024-12-21 6:47 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 | 9.153813788848660 |
| 1990-02-01 | 9.017543022759410 |
| 1990-03-01 | 9.117137656059930 |
| 1990-04-01 | 9.422367414172260 |
| 1990-05-01 | 9.374180123762160 |
| 1990-06-01 | 8.835543246899770 |
| 1990-07-01 | 8.852072954558711 |
| 1990-08-01 | 9.087032150061140 |
| 1990-09-01 | 9.245343744318099 |
| 1990-10-01 | 9.260710612460590 |
| 1990-11-01 | 9.282097680686840 |
| 1990-12-01 | 9.440846308124750 |
| 1991-01-01 | 9.267190279896990 |
| 1991-02-01 | 9.308650882324551 |
| 1991-03-01 | 9.288362317564210 |
| 1991-04-01 | 8.800135533518350 |
| 1991-05-01 | 8.828961629100630 |
| 1991-06-01 | 8.708688398782611 |
| 1991-07-01 | 8.355077215374750 |
| 1991-08-01 | 8.698078749564920 |
| 1991-09-01 | 8.743770725381180 |
| 1991-10-01 | 8.739898207846670 |
| 1991-11-01 | 8.664807739516340 |
| 1991-12-01 | 8.726884444132759 |
| 1992-01-01 | 8.686105484942670 |
| 1992-02-01 | 8.717905080418250 |
| 1992-03-01 | 8.633683298232690 |
| 1992-04-01 | 8.635870557809369 |
| 1992-05-01 | 8.562046768461231 |
| 1992-06-01 | 8.577165219290139 |
| 1992-07-01 | 8.586445168367330 |
| 1992-08-01 | 8.673041307728460 |
| 1992-09-01 | 8.639987919846881 |
| 1992-10-01 | 8.761726381406910 |
| 1992-11-01 | 8.949469019360440 |
| 1992-12-01 | 8.838346382444150 |
| 1993-01-01 | 8.785805563849950 |
| 1993-02-01 | 8.892704496691640 |
| 1993-03-01 | 8.162675777698710 |
| 1993-04-01 | 8.932512137993712 |
| 1993-05-01 | 8.857738301927350 |
| 1993-06-01 | 9.145738692303460 |
| 1993-07-01 | 9.424240013872868 |
| 1993-08-01 | 9.257505718897160 |
| 1993-09-01 | 9.225621415867240 |
| 1993-10-01 | 9.328142594803700 |
| 1993-11-01 | 9.325677561149450 |
| 1993-12-01 | 9.318395904175930 |
| 1994-01-01 | 9.458018067318640 |
| 1994-02-01 | 9.349860722717539 |
| 1994-03-01 | 9.603647988595029 |
| 1994-04-01 | 9.504190763334330 |
| 1994-05-01 | 9.526199640607240 |
| 1994-06-01 | 9.715357936280949 |
| 1994-07-01 | 9.517767029399142 |
| 1994-08-01 | 9.597982633723720 |
| 1994-09-01 | 9.608538399059910 |
| 1994-10-01 | 9.442819261685411 |
| 1994-11-01 | 9.529493050219190 |
| 1994-12-01 | 9.526113372087108 |
| 1995-01-01 | 9.532120867922430 |
| 1995-02-01 | 9.619569159661971 |
| 1995-03-01 | 9.692123796605971 |
| 1995-04-01 | 9.703671243558000 |
| 1995-05-01 | 9.742834489962780 |
| 1995-06-01 | 9.706081242882490 |
| 1995-07-01 | 9.732364717635269 |
| 1995-08-01 | 9.571856007631949 |
| 1995-09-01 | 9.689964577921190 |
| 1995-10-01 | 9.739502091235830 |
| 1995-11-01 | 9.725739215528420 |
| 1995-12-01 | 9.820772808680099 |
| 1996-01-01 | 9.831209317858160 |
| 1996-02-01 | 9.894947699364769 |
| 1996-03-01 | 9.789434827925150 |
| 1996-04-01 | 9.797270600954150 |
| 1996-05-01 | 9.868870724899230 |
| 1996-06-01 | 9.941564580488349 |
| 1996-07-01 | 9.938747111573340 |
| 1996-08-01 | 10.057714059114900 |
| 1996-09-01 | 10.181135164138400 |
| 1996-10-01 | 10.027869794348800 |
| 1996-11-01 | 9.999027637214000 |
| 1996-12-01 | 10.016920624064800 |
| 1997-01-01 | 9.990979420693481 |
| 1997-02-01 | 10.076948043000302 |
| 1997-03-01 | 9.986077668973420 |
| 1997-04-01 | 10.083973761077800 |
| 1997-05-01 | 10.104935430091500 |
| 1997-06-01 | 10.055645210180801 |
| 1997-07-01 | 9.907869088862760 |
| 1997-08-01 | 10.160924095547200 |
| 1997-09-01 | 10.281699816939000 |
| 1997-10-01 | 10.321425983811200 |
| 1997-11-01 | 10.257429501936300 |
| 1997-12-01 | 10.300608180275000 |
| 1998-01-01 | 10.257316339271400 |
| 1998-02-01 | 10.271168769292600 |
| 1998-03-01 | 10.355736952663500 |
| 1998-04-01 | 10.379833560295500 |
| 1998-05-01 | 10.351075372891302 |
| 1998-06-01 | 9.930045581148061 |
| 1998-07-01 | 10.366711205338700 |
| 1998-08-01 | 10.385867761956100 |
| 1998-09-01 | 10.282137229332700 |
| 1998-10-01 | 10.248567079033199 |
| 1998-11-01 | 10.231792647205499 |
| 1998-12-01 | 10.230484866615900 |
| 1999-01-01 | 9.948180351574030 |
| 1999-02-01 | 10.286207989761700 |
| 1999-03-01 | 10.355320348180000 |
| 1999-04-01 | 10.406522133864300 |
| 1999-05-01 | 10.324432106572699 |
| 1999-06-01 | 10.264094653111000 |
| 1999-07-01 | 10.358173249113099 |
| 1999-08-01 | 10.100691558492000 |
| 1999-09-01 | 10.169075005062199 |
| 1999-10-01 | 10.361124329860400 |
| 1999-11-01 | 10.476047979903100 |
| 1999-12-01 | 10.450040542186600 |
| 2000-01-01 | 10.540804740272300 |
| 2000-02-01 | 10.786674964226401 |
| 2000-03-01 | 10.355559085089000 |
| 2000-04-01 | 10.322852141483699 |
| 2000-05-01 | 10.479517639709300 |
| 2000-06-01 | 10.598800753876999 |
| 2000-07-01 | 10.595942899992000 |
| 2000-08-01 | 10.687229586264499 |
| 2000-09-01 | 10.641435091129000 |
| 2000-10-01 | 10.554640790543100 |
| 2000-11-01 | 10.536750052564500 |
| 2000-12-01 | 10.775511849529100 |
| 2001-01-01 | 10.587518805169700 |
| 2001-02-01 | 10.506422378543698 |
| 2001-03-01 | 10.629443973170499 |
| 2001-04-01 | 10.428550433026802 |
| 2001-05-01 | 10.435940864930300 |
| 2001-06-01 | 10.458002503434200 |
| 2001-07-01 | 10.357528395088698 |
| 2001-08-01 | 10.425703181246300 |
| 2001-09-01 | 10.725843110281300 |
| 2001-10-01 | 10.273842051599901 |
| 2001-11-01 | 10.339530815178800 |
| 2001-12-01 | 10.172495912918300 |
| 2002-01-01 | 10.761168115589099 |
| 2002-02-01 | 10.338408403294200 |
| 2002-03-01 | 10.354835861848901 |
| 2002-04-01 | 10.412433885868800 |
| 2002-05-01 | 10.377042315688700 |
| 2002-06-01 | 10.445776222789000 |
| 2002-07-01 | 10.466689316523100 |
| 2002-08-01 | 10.673083010402198 |
| 2002-09-01 | 11.025768591049600 |
| 2002-10-01 | 10.610893443325699 |
| 2002-11-01 | 10.592683661493100 |
| 2002-12-01 | 10.044371985503300 |
| 2003-01-01 | 11.158495210300698 |
| 2003-02-01 | 10.566067381219000 |
| 2003-03-01 | 10.329148983095400 |
| 2003-04-01 | 10.566447286786700 |
| 2003-05-01 | 10.503154245743600 |
| 2003-06-01 | 10.456342283002400 |
| 2003-07-01 | 10.454586850766999 |
| 2003-08-01 | 10.429999414165600 |
| 2003-09-01 | 10.652487644356100 |
| 2003-10-01 | 10.472649873435800 |
| 2003-11-01 | 10.606974360534900 |
| 2003-12-01 | 10.650146796889700 |
| 2004-01-01 | 10.367118904432100 |
| 2004-02-01 | 11.002247536560900 |
| 2004-03-01 | 10.833190200049100 |
| 2004-04-01 | 10.612695315043100 |
| 2004-05-01 | 10.809720250269802 |
| 2004-06-01 | 11.081476248460698 |
| 2004-07-01 | 10.793733494587500 |
| 2004-08-01 | 10.657065940606800 |
| 2004-09-01 | 10.483835826842600 |
| 2004-10-01 | 10.881635106861000 |
| 2004-11-01 | 10.919611151155400 |
| 2004-12-01 | 10.200308603331901 |
| 2005-01-01 | 11.005497236364802 |
| 2005-02-01 | 10.528779026317900 |
| 2005-03-01 | 10.603648744867199 |
| 2005-04-01 | 10.860425403624498 |
| 2005-05-01 | 10.730055057201800 |
| 2005-06-01 | 10.789934395794900 |
| 2005-07-01 | 10.902649021320900 |
| 2005-08-01 | 10.600047645306400 |
| 2005-09-01 | 10.609998542705100 |
| 2005-10-01 | 10.767700196432400 |
| 2005-11-01 | 10.901079478792400 |
| 2005-12-01 | 10.762223892425098 |
| 2006-01-01 | 11.110196716927700 |
| 2006-02-01 | 10.915415594727198 |
| 2006-03-01 | 11.180433605415800 |
| 2006-04-01 | 11.110447433949098 |
| 2006-05-01 | 11.047835544053500 |
| 2006-06-01 | 10.962246760920000 |
| 2006-07-01 | 11.011983613750699 |
| 2006-08-01 | 11.113469696411400 |
| 2006-09-01 | 11.316007448994000 |
| 2006-10-01 | 11.414291679795001 |
| 2006-11-01 | 11.154831948742599 |
| 2006-12-01 | 11.341911535108302 |
| 2007-01-01 | 11.120922715901001 |
| 2007-02-01 | 10.850077376809800 |
| 2007-03-01 | 11.317300851577102 |
| 2007-04-01 | 11.206589864083801 |
| 2007-05-01 | 11.358145430372100 |
| 2007-06-01 | 11.220306395526800 |
| 2007-07-01 | 11.011620425002198 |
| 2007-08-01 | 11.608679059758801 |
| 2007-09-01 | 11.406058670508099 |
| 2007-10-01 | 11.471273317164100 |
| 2007-11-01 | 11.229314837550199 |
| 2007-12-01 | 11.454488472587900 |
| 2008-01-01 | 11.371294416297701 |
| 2008-02-01 | 11.421305017767100 |
| 2008-03-01 | 11.214109281531200 |
| 2008-04-01 | 11.410698623424200 |
| 2008-05-01 | 10.578032948225000 |
| 2008-06-01 | 11.074258120478600 |
| 2008-07-01 | 11.235197435036000 |
| 2008-08-01 | 11.544230323175500 |
| 2008-09-01 | 11.288423315320900 |
| 2008-10-01 | 11.280752038523099 |
| 2008-11-01 | 11.376836038773599 |
| 2008-12-01 | 11.506194629220500 |
| 2009-01-01 | 11.982816287866500 |
| 2009-02-01 | 11.369663081213600 |
| 2009-03-01 | 11.573401467623802 |
| 2009-04-01 | 11.434797568834100 |
| 2009-05-01 | 11.130077448668699 |
| 2009-06-01 | 11.342593669510698 |
| 2009-07-01 | 11.351647845560999 |
| 2009-08-01 | 11.566847134826698 |
| 2009-09-01 | 11.653381014462399 |
| 2009-10-01 | 11.721778932347300 |
| 2009-11-01 | 11.940644294851500 |
| 2009-12-01 | 11.869547703571200 |
| 2010-01-01 | 11.492928671253700 |
| 2010-02-01 | 12.191791220386099 |
| 2010-03-01 | 12.030777924272801 |
| 2010-04-01 | 11.884669852036700 |
| 2010-05-01 | 12.255682745556500 |
| 2010-06-01 | 12.296614022302801 |
| 2010-07-01 | 12.185198151261700 |
| 2010-08-01 | 12.268496456478000 |
| 2010-09-01 | 11.806383056248100 |
| 2010-10-01 | 11.585410378120502 |
| 2010-11-01 | 11.530133340103701 |
| 2010-12-01 | 11.783816484800400 |
| 2011-01-01 | 12.432778217838200 |
| 2011-02-01 | 11.815962855913698 |
| 2011-03-01 | 11.707826811120801 |
| 2011-04-01 | 11.668418740947402 |
| 2011-05-01 | 11.914570517661800 |
| 2011-06-01 | 12.332518917886600 |
| 2011-07-01 | 12.105847281028900 |
| 2011-08-01 | 11.954331883887200 |
| 2011-09-01 | 11.751741841869200 |
| 2011-10-01 | 11.868207745461500 |
| 2011-11-01 | 11.742761286493600 |
| 2011-12-01 | 11.743429989681301 |
| 2012-01-01 | 11.675738561326700 |
| 2012-02-01 | 11.975069159325900 |
| 2012-03-01 | 12.019267144915500 |
| 2012-04-01 | 11.980230548182499 |
| 2012-05-01 | 11.885488326019000 |
| 2012-06-01 | 11.966417186591698 |
| 2012-07-01 | 11.537906497783101 |
| 2012-08-01 | 11.384900161822500 |
| 2012-09-01 | 11.819218658104400 |
| 2012-10-01 | 11.648913294217500 |
| 2012-11-01 | 11.674964465977002 |
| 2012-12-01 | 11.459642159848200 |
| 2013-01-01 | 11.559262190116902 |
| 2013-02-01 | 11.612386398219400 |
| 2013-03-01 | 11.621099651806700 |
| 2013-04-01 | 11.642350480706401 |
| 2013-05-01 | 11.586882510941200 |
| 2013-06-01 | 11.541301169839098 |
| 2013-07-01 | 11.705641330684399 |
| 2013-08-01 | 11.646934300318902 |
| 2013-09-01 | 11.999366318719499 |
| 2013-10-01 | 11.595431120836402 |
| 2013-11-01 | 11.797379328517900 |
| 2013-12-01 | 11.315219667786900 |
| 2014-01-01 | 11.509462497758300 |
| 2014-02-01 | 11.661449260248402 |
| 2014-03-01 | 11.474033939858700 |
| 2014-04-01 | 11.772019752091000 |
| 2014-05-01 | 11.893887172354300 |
| 2014-06-01 | 11.978810884120300 |
| 2014-07-01 | 11.727842751173100 |
| 2014-08-01 | 11.602206215415500 |
| 2014-09-01 | 12.109612397549201 |
| 2014-10-01 | 12.264054521889700 |
| 2014-11-01 | 12.298964019034800 |
| 2014-12-01 | 12.498511260592199 |
| 2015-01-01 | 12.326300266759802 |
| 2015-02-01 | 12.080746368627000 |
| 2015-03-01 | 11.862338569336000 |
| 2015-04-01 | 12.204601904273801 |
| 2015-05-01 | 11.993976874422500 |
| 2015-06-01 | 12.437670548310600 |
| 2015-07-01 | 12.357143752356698 |
| 2015-08-01 | 12.113913149856100 |
| 2015-09-01 | 11.942361952729700 |
| 2015-10-01 | 12.126140685220700 |
| 2015-11-01 | 12.124330934175100 |
| 2015-12-01 | 12.219990476946900 |
| 2016-01-01 | 12.135854294599500 |
| 2016-02-01 | 12.131929294359800 |
| 2016-03-01 | 12.143975626704400 |
| 2016-04-01 | 12.122745873098900 |
| 2016-05-01 | 12.093752784817300 |
| 2016-06-01 | 11.943666137746300 |
| 2016-07-01 | 12.234864679854601 |
| 2016-08-01 | 12.189557624142301 |
| 2016-09-01 | 12.380674035917401 |
| 2016-10-01 | 12.460357202075501 |
| 2016-11-01 | 12.516662004176700 |
| 2016-12-01 | 12.546674494268201 |
| 2017-01-01 | 12.601371400054800 |
| 2017-02-01 | 12.626698253918901 |
| 2017-03-01 | 12.699622907488802 |
| 2017-04-01 | 12.674377547714300 |
| 2017-05-01 | 12.766709784940900 |
| 2017-06-01 | 12.248843331740902 |
| 2017-07-01 | 12.731701985338600 |
| 2017-08-01 | 12.225990401094000 |
| 2017-09-01 | 12.683347345616697 |
| 2017-10-01 | 12.824598558755698 |
| 2017-11-01 | 12.651594949246800 |
| 2017-12-01 | 12.822363176271000 |
| 2018-01-01 | 12.305510517348800 |
| 2018-02-01 | 12.729594585406598 |
| 2018-03-01 | 12.811935331156700 |
| 2018-04-01 | 12.702130928450500 |
| 2018-05-01 | 12.769498840255500 |
| 2018-06-01 | 12.513692993855901 |
| 2018-07-01 | 12.485125701435800 |
| 2018-08-01 | 12.718911968531101 |
| 2018-09-01 | 12.773759249925098 |
| 2018-10-01 | 13.044870534187100 |
| 2018-11-01 | 12.787529605625998 |
| 2018-12-01 | 12.742282530215100 |
| 2019-01-01 | 12.660924812511801 |
| 2019-02-01 | 12.708330959296400 |
| 2019-03-01 | 12.950723518733199 |
| 2019-04-01 | 12.928398601423600 |
| 2019-05-01 | 12.878237900046301 |
| 2019-06-01 | 12.864249748879500 |
| 2019-07-01 | 12.585751778000200 |
| 2019-08-01 | 12.708838899029100 |
| 2019-09-01 | 12.645212397493400 |
| 2019-10-01 | 12.835690027862900 |
| 2019-11-01 | 12.920246163341000 |
| 2019-12-01 | 12.850613954351301 |
| 2020-01-01 | 13.126986730573100 |
| 2020-02-01 | 12.965531055331800 |
| 2020-03-01 | 12.719341455284800 |
| 2020-04-01 | 10.362010020872901 |
| 2020-05-01 | 10.224939913304000 |
| 2020-06-01 | 11.029389547136100 |
| 2020-07-01 | 11.094141713475098 |
| 2020-08-01 | 11.282602635787300 |
| 2020-09-01 | 11.254619999682300 |
| 2020-10-01 | 11.066557938248698 |
| 2020-11-01 | 11.033098103291000 |
| 2020-12-01 | 10.274708314896700 |
| 2021-01-01 | 10.411197518345700 |
| 2021-02-01 | 10.681772286259500 |
| 2021-03-01 | 11.207581981915100 |
| 2021-04-01 | 11.339305349823999 |
| 2021-05-01 | 11.745285556209900 |
| 2021-06-01 | 12.163078817910900 |
| 2021-07-01 | 11.750763941642000 |
| 2021-08-01 | 11.799345247755900 |
| 2021-09-01 | 11.229886300516801 |
| 2021-10-01 | 11.666542897833500 |
| 2021-11-01 | 11.688129855036099 |
| 2021-12-01 | 11.776211494073300 |
| 2022-01-01 | 11.764642580199200 |
| 2022-02-01 | 11.869930330014999 |
| 2022-03-01 | 11.879794820336402 |
| 2022-04-01 | 11.872566573542700 |
| 2022-05-01 | 12.405087762398601 |
| 2022-06-01 | 11.990022956385600 |
| 2022-07-01 | 12.166669990778901 |
| 2022-08-01 | 12.103735426079700 |
| 2022-09-01 | 12.198702679192900 |
| 2022-10-01 | 12.155002802776101 |
| 2022-11-01 | 12.241331883973698 |
| 2022-12-01 | 12.306606361759600 |
| 2023-01-01 | 12.502096401556699 |
| 2023-02-01 | 12.500189598539100 |
| 2023-03-01 | 12.545079727526500 |
| 2023-04-01 | 12.395651447960400 |
| 2023-05-01 | 12.375937587900000 |
| 2023-06-01 | 12.660092327574999 |
| 2023-07-01 | 12.585064677633400 |
| 2023-08-01 | 12.663444250460800 |
| 2023-09-01 | 12.878283025495401 |
| 2023-10-01 | 13.002423629531900 |
| 2023-11-01 | 12.969501042296500 |
| 2023-12-01 | 12.934834823035901 |
| 2024-01-01 | 12.512166153098700 |
| 2024-02-01 | 12.767048970855598 |
| 2024-03-01 | 12.730063497915499 |
| 2024-04-01 | 12.806653560988500 |
| 2024-05-01 | 12.720512052661600 |
| 2024-06-01 | 12.864621457533698 |
| 2024-07-01 | 12.917308339641600 |
| 2024-08-01 | 12.892193557640800 |
| 2024-09-01 | 12.690032355219600 |
| 2024-10-01 | 12.630693621939301 |
| 2024-11-01 | 12.682035750506001 |
