Table Data - All Employees: Education and Health Services: Private Education and Health Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | ALLE942EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-10-01 |
| Last Updated | 2024-11-20 4:57 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 | 37.563837518539500 |
| 1990-02-01 | 37.637129501004200 |
| 1990-03-01 | 38.134936567975500 |
| 1990-04-01 | 38.455985716864900 |
| 1990-05-01 | 38.510596415271700 |
| 1990-06-01 | 38.088973824269400 |
| 1990-07-01 | 38.452693871907100 |
| 1990-08-01 | 38.597598131396500 |
| 1990-09-01 | 39.016436702996000 |
| 1990-10-01 | 39.189956196399900 |
| 1990-11-01 | 39.436652087794200 |
| 1990-12-01 | 39.714303016163400 |
| 1991-01-01 | 39.941385922766100 |
| 1991-02-01 | 40.127069171141900 |
| 1991-03-01 | 40.289334457459500 |
| 1991-04-01 | 40.230561794111710 |
| 1991-05-01 | 40.397826889391800 |
| 1991-06-01 | 40.657134995406200 |
| 1991-07-01 | 40.501076624446700 |
| 1991-08-01 | 40.880867654147200 |
| 1991-09-01 | 40.899071132446500 |
| 1991-10-01 | 40.862606513946100 |
| 1991-11-01 | 40.902899402564700 |
| 1991-12-01 | 40.998404102761796 |
| 1992-01-01 | 40.879694660289296 |
| 1992-02-01 | 40.912651363071000 |
| 1992-03-01 | 40.858595785574700 |
| 1992-04-01 | 41.237224932861295 |
| 1992-05-01 | 41.419833420784800 |
| 1992-06-01 | 41.263249119271705 |
| 1992-07-01 | 41.592346705479200 |
| 1992-08-01 | 41.693067687155500 |
| 1992-09-01 | 41.679779734820400 |
| 1992-10-01 | 42.255186183630200 |
| 1992-11-01 | 42.369750874522790 |
| 1992-12-01 | 42.197338918208104 |
| 1993-01-01 | 43.065477727770500 |
| 1993-02-01 | 42.979642663755996 |
| 1993-03-01 | 42.397169585845300 |
| 1993-04-01 | 43.230406926202000 |
| 1993-05-01 | 43.338642573975600 |
| 1993-06-01 | 43.639968703417104 |
| 1993-07-01 | 43.591998076986506 |
| 1993-08-01 | 43.550737869400905 |
| 1993-09-01 | 43.440866421120795 |
| 1993-10-01 | 43.656634617216900 |
| 1993-11-01 | 43.645057073637396 |
| 1993-12-01 | 43.710730622787295 |
| 1994-01-01 | 43.898856957073704 |
| 1994-02-01 | 43.824910253551700 |
| 1994-03-01 | 44.118882529724210 |
| 1994-04-01 | 44.261492900204710 |
| 1994-05-01 | 44.282485140454600 |
| 1994-06-01 | 44.463950539958496 |
| 1994-07-01 | 44.671985212321500 |
| 1994-08-01 | 44.673113963832400 |
| 1994-09-01 | 44.911363463024905 |
| 1994-10-01 | 44.467089047819900 |
| 1994-11-01 | 44.734490797344705 |
| 1994-12-01 | 44.745502268397395 |
| 1995-01-01 | 44.710944978415604 |
| 1995-02-01 | 44.765746957870995 |
| 1995-03-01 | 45.149981982044900 |
| 1995-04-01 | 44.888798660833395 |
| 1995-05-01 | 44.916672406333800 |
| 1995-06-01 | 44.996023781626704 |
| 1995-07-01 | 44.835329221632390 |
| 1995-08-01 | 44.965026055173700 |
| 1995-09-01 | 45.595987848369596 |
| 1995-10-01 | 45.202516861954610 |
| 1995-11-01 | 45.326155234941595 |
| 1995-12-01 | 45.377117971931300 |
| 1996-01-01 | 45.192272984356700 |
| 1996-02-01 | 45.494688695710200 |
| 1996-03-01 | 45.505802910261500 |
| 1996-04-01 | 45.427520161156394 |
| 1996-05-01 | 45.447832882589000 |
| 1996-06-01 | 45.498506932384394 |
| 1996-07-01 | 45.974362898953100 |
| 1996-08-01 | 45.958562980779400 |
| 1996-09-01 | 46.411522221293794 |
| 1996-10-01 | 46.326668426231000 |
| 1996-11-01 | 46.300215731427200 |
| 1996-12-01 | 46.386746834924710 |
| 1997-01-01 | 46.677716682888400 |
| 1997-02-01 | 46.744351317614100 |
| 1997-03-01 | 46.678589203810500 |
| 1997-04-01 | 46.749518510991600 |
| 1997-05-01 | 46.953676289369795 |
| 1997-06-01 | 47.030429575644600 |
| 1997-07-01 | 47.101357506411400 |
| 1997-08-01 | 47.354092215870196 |
| 1997-09-01 | 47.432140602205490 |
| 1997-10-01 | 47.863419034716394 |
| 1997-11-01 | 47.645402450132600 |
| 1997-12-01 | 47.782098717287795 |
| 1998-01-01 | 48.025382702659904 |
| 1998-02-01 | 48.328203512747294 |
| 1998-03-01 | 48.566864777457200 |
| 1998-04-01 | 49.266794459529200 |
| 1998-05-01 | 49.370488958798700 |
| 1998-06-01 | 48.625380741169500 |
| 1998-07-01 | 48.749572085945610 |
| 1998-08-01 | 48.625187325541600 |
| 1998-09-01 | 48.342161934701790 |
| 1998-10-01 | 48.414518704312200 |
| 1998-11-01 | 48.792636476372300 |
| 1998-12-01 | 49.267132893094704 |
| 1999-01-01 | 48.724315539316400 |
| 1999-02-01 | 49.091167810799600 |
| 1999-03-01 | 49.398515706379390 |
| 1999-04-01 | 48.823821075752000 |
| 1999-05-01 | 48.731023709056700 |
| 1999-06-01 | 48.883420890800400 |
| 1999-07-01 | 48.710787761637896 |
| 1999-08-01 | 49.075917911045710 |
| 1999-09-01 | 48.620882196825704 |
| 1999-10-01 | 49.367335390118100 |
| 1999-11-01 | 49.436718358469110 |
| 1999-12-01 | 49.561213007388000 |
| 2000-01-01 | 49.933404994511210 |
| 2000-02-01 | 49.987422408987800 |
| 2000-03-01 | 49.658956893330604 |
| 2000-04-01 | 50.550062551769800 |
| 2000-05-01 | 50.983718337069504 |
| 2000-06-01 | 51.590515689957100 |
| 2000-07-01 | 51.257417641593900 |
| 2000-08-01 | 51.288223771588400 |
| 2000-09-01 | 51.369940608314100 |
| 2000-10-01 | 51.161477948224004 |
| 2000-11-01 | 51.460050841640500 |
| 2000-12-01 | 51.441288484622895 |
| 2001-01-01 | 51.552780531304904 |
| 2001-02-01 | 51.595788689892700 |
| 2001-03-01 | 51.785852587584294 |
| 2001-04-01 | 51.776398591186705 |
| 2001-05-01 | 51.735674414070395 |
| 2001-06-01 | 52.164107679826095 |
| 2001-07-01 | 52.328820787122496 |
| 2001-08-01 | 52.910292816568790 |
| 2001-09-01 | 52.922801088528100 |
| 2001-10-01 | 52.428149585937900 |
| 2001-11-01 | 52.625616463622290 |
| 2001-12-01 | 52.856145518019800 |
| 2002-01-01 | 52.872776716207106 |
| 2002-02-01 | 52.698065384755104 |
| 2002-03-01 | 52.829632219050500 |
| 2002-04-01 | 52.864157241730600 |
| 2002-05-01 | 53.178432255653700 |
| 2002-06-01 | 53.355967350308200 |
| 2002-07-01 | 53.716396191580800 |
| 2002-08-01 | 53.808869880668205 |
| 2002-09-01 | 54.207262373411290 |
| 2002-10-01 | 54.540151321739700 |
| 2002-11-01 | 54.714420114945604 |
| 2002-12-01 | 54.198136491260605 |
| 2003-01-01 | 55.434005302456290 |
| 2003-02-01 | 54.984708890565610 |
| 2003-03-01 | 55.012316001692700 |
| 2003-04-01 | 55.401639990578204 |
| 2003-05-01 | 55.485895683949000 |
| 2003-06-01 | 55.596161877159990 |
| 2003-07-01 | 55.611316766595900 |
| 2003-08-01 | 55.851107517380704 |
| 2003-09-01 | 56.033939083326594 |
| 2003-10-01 | 56.240276391135800 |
| 2003-11-01 | 56.538605585805210 |
| 2003-12-01 | 56.732427451269500 |
| 2004-01-01 | 56.514595711396300 |
| 2004-02-01 | 57.335306991697400 |
| 2004-03-01 | 57.362606318407295 |
| 2004-04-01 | 57.308162898801300 |
| 2004-05-01 | 57.580450380249395 |
| 2004-06-01 | 58.040850383655990 |
| 2004-07-01 | 57.747801493059400 |
| 2004-08-01 | 57.655539332721600 |
| 2004-09-01 | 57.387575555734700 |
| 2004-10-01 | 58.044044699717396 |
| 2004-11-01 | 58.106205071379390 |
| 2004-12-01 | 57.391726649707900 |
| 2005-01-01 | 58.346126429107294 |
| 2005-02-01 | 58.138724919748796 |
| 2005-03-01 | 58.302673946137105 |
| 2005-04-01 | 58.821948027636100 |
| 2005-05-01 | 58.858767162080300 |
| 2005-06-01 | 59.168779049390200 |
| 2005-07-01 | 59.681299129706204 |
| 2005-08-01 | 59.346171236476900 |
| 2005-09-01 | 59.345066624920400 |
| 2005-10-01 | 59.492002881409290 |
| 2005-11-01 | 59.673348918970696 |
| 2005-12-01 | 59.806970738927100 |
| 2006-01-01 | 60.209410966250000 |
| 2006-02-01 | 60.211583047377300 |
| 2006-03-01 | 60.716994727252290 |
| 2006-04-01 | 60.625404204435400 |
| 2006-05-01 | 60.551479876207104 |
| 2006-06-01 | 60.598658740706995 |
| 2006-07-01 | 60.797474434656600 |
| 2006-08-01 | 60.900462773531196 |
| 2006-09-01 | 61.306282908854900 |
| 2006-10-01 | 61.582799053582605 |
| 2006-11-01 | 61.420295897785210 |
| 2006-12-01 | 61.603229991768210 |
| 2007-01-01 | 61.704536560963405 |
| 2007-02-01 | 61.538759404263710 |
| 2007-03-01 | 62.140799228082100 |
| 2007-04-01 | 62.272949407668290 |
| 2007-05-01 | 62.626589750957400 |
| 2007-06-01 | 62.734704393615600 |
| 2007-07-01 | 62.835617174228894 |
| 2007-08-01 | 63.605411524629000 |
| 2007-09-01 | 63.451211195216700 |
| 2007-10-01 | 63.709062628224710 |
| 2007-11-01 | 63.537827471852104 |
| 2007-12-01 | 63.775715966865505 |
| 2008-01-01 | 63.821801275591000 |
| 2008-02-01 | 64.135180071762400 |
| 2008-03-01 | 64.095124515119890 |
| 2008-04-01 | 64.343437866830700 |
| 2008-05-01 | 63.586119863516100 |
| 2008-06-01 | 64.314734028385500 |
| 2008-07-01 | 64.570507199368890 |
| 2008-08-01 | 64.998453728319900 |
| 2008-09-01 | 64.592286431646600 |
| 2008-10-01 | 64.584516400971410 |
| 2008-11-01 | 64.940214891077600 |
| 2008-12-01 | 65.181817296037400 |
| 2009-01-01 | 65.944122137372700 |
| 2009-02-01 | 65.302209570726500 |
| 2009-03-01 | 65.378542181439400 |
| 2009-04-01 | 65.450801958655600 |
| 2009-05-01 | 65.125186696176900 |
| 2009-06-01 | 65.339966594753200 |
| 2009-07-01 | 65.691532833007800 |
| 2009-08-01 | 65.951387937146700 |
| 2009-09-01 | 65.788879968676700 |
| 2009-10-01 | 66.152915209242890 |
| 2009-11-01 | 66.426537503729290 |
| 2009-12-01 | 66.507179461345700 |
| 2010-01-01 | 66.401102116094000 |
| 2010-02-01 | 67.089460922627800 |
| 2010-03-01 | 66.992489067367500 |
| 2010-04-01 | 66.834307671105300 |
| 2010-05-01 | 67.266026739397500 |
| 2010-06-01 | 67.154236200229110 |
| 2010-07-01 | 67.119231188337500 |
| 2010-08-01 | 67.767347001275910 |
| 2010-09-01 | 67.254898203945000 |
| 2010-10-01 | 67.115427799179900 |
| 2010-11-01 | 67.200902219232800 |
| 2010-12-01 | 67.574126022420900 |
| 2011-01-01 | 68.057103757903010 |
| 2011-02-01 | 67.524224036848610 |
| 2011-03-01 | 67.435783197452610 |
| 2011-04-01 | 67.507177837109800 |
| 2011-05-01 | 68.002073590095210 |
| 2011-06-01 | 68.260190236788500 |
| 2011-07-01 | 68.364994181530000 |
| 2011-08-01 | 68.305418568212900 |
| 2011-09-01 | 68.281307974656200 |
| 2011-10-01 | 68.627139116443600 |
| 2011-11-01 | 68.854493328444700 |
| 2011-12-01 | 68.826392145313200 |
| 2012-01-01 | 69.372794664034200 |
| 2012-02-01 | 69.704708915429400 |
| 2012-03-01 | 69.961891591972500 |
| 2012-04-01 | 70.025570495132100 |
| 2012-05-01 | 69.940637026100600 |
| 2012-06-01 | 70.208935965641800 |
| 2012-07-01 | 70.014465098662610 |
| 2012-08-01 | 70.079752325503590 |
| 2012-09-01 | 70.533085910165500 |
| 2012-10-01 | 70.393034405414800 |
| 2012-11-01 | 70.304016455506000 |
| 2012-12-01 | 70.460364582646900 |
| 2013-01-01 | 70.459697291413100 |
| 2013-02-01 | 70.824959677218590 |
| 2013-03-01 | 70.701953161838290 |
| 2013-04-01 | 70.837107450619100 |
| 2013-05-01 | 70.905138861398800 |
| 2013-06-01 | 71.108873284624700 |
| 2013-07-01 | 71.249322518337500 |
| 2013-08-01 | 71.444499770382590 |
| 2013-09-01 | 71.704255826009500 |
| 2013-10-01 | 71.163159895511210 |
| 2013-11-01 | 71.756471223274200 |
| 2013-12-01 | 71.163370757280400 |
| 2014-01-01 | 71.311480539876300 |
| 2014-02-01 | 71.148546353380400 |
| 2014-03-01 | 71.123547141401400 |
| 2014-04-01 | 71.550034382387710 |
| 2014-05-01 | 71.805395930840800 |
| 2014-06-01 | 71.776446089544000 |
| 2014-07-01 | 71.652533704744700 |
| 2014-08-01 | 71.721675274412010 |
| 2014-09-01 | 72.125253789206710 |
| 2014-10-01 | 72.715000271699810 |
| 2014-11-01 | 72.824951746400000 |
| 2014-12-01 | 73.131377492351700 |
| 2015-01-01 | 72.664442622559300 |
| 2015-02-01 | 72.433644042654590 |
| 2015-03-01 | 72.206746382643400 |
| 2015-04-01 | 73.079474954714400 |
| 2015-05-01 | 73.093576529827090 |
| 2015-06-01 | 73.515940020738710 |
| 2015-07-01 | 73.630461712258000 |
| 2015-08-01 | 73.497065441537000 |
| 2015-09-01 | 73.355824613878710 |
| 2015-10-01 | 73.653978926095090 |
| 2015-11-01 | 73.725283444640300 |
| 2015-12-01 | 74.086609566156410 |
| 2016-01-01 | 73.914567350267900 |
| 2016-02-01 | 73.897497070193210 |
| 2016-03-01 | 74.160405695938410 |
| 2016-04-01 | 74.166752419973590 |
| 2016-05-01 | 74.103268874705800 |
| 2016-06-01 | 73.928975824643300 |
| 2016-07-01 | 74.283852119234600 |
| 2016-08-01 | 73.951420849982600 |
| 2016-09-01 | 74.202094703961410 |
| 2016-10-01 | 73.996719947947700 |
| 2016-11-01 | 74.247262769852100 |
| 2016-12-01 | 74.156882422381100 |
| 2017-01-01 | 74.675310139286300 |
| 2017-02-01 | 74.746532610142300 |
| 2017-03-01 | 74.741593684429400 |
| 2017-04-01 | 74.803135486104710 |
| 2017-05-01 | 74.935148845797200 |
| 2017-06-01 | 74.626897348240590 |
| 2017-07-01 | 75.244450470152700 |
| 2017-08-01 | 75.083876541571700 |
| 2017-09-01 | 75.785670613592200 |
| 2017-10-01 | 76.104320802444900 |
| 2017-11-01 | 76.252919220541100 |
| 2017-12-01 | 76.632998813045300 |
| 2018-01-01 | 76.785458560479000 |
| 2018-02-01 | 77.309183129567400 |
| 2018-03-01 | 77.317589989079200 |
| 2018-04-01 | 77.528512960813500 |
| 2018-05-01 | 77.677648677742910 |
| 2018-06-01 | 77.502971976587000 |
| 2018-07-01 | 77.604546842946500 |
| 2018-08-01 | 78.136528571248090 |
| 2018-09-01 | 78.249833328533910 |
| 2018-10-01 | 78.627492407180400 |
| 2018-11-01 | 78.444794320555000 |
| 2018-12-01 | 78.719412442445590 |
| 2019-01-01 | 78.821193711899410 |
| 2019-02-01 | 78.905498505376200 |
| 2019-03-01 | 79.355126059396600 |
| 2019-04-01 | 79.284569161291090 |
| 2019-05-01 | 79.418788164016200 |
| 2019-06-01 | 79.313193900492590 |
| 2019-07-01 | 78.988447460841300 |
| 2019-08-01 | 79.332877874411300 |
| 2019-09-01 | 79.112210420590100 |
| 2019-10-01 | 79.291214082701090 |
| 2019-11-01 | 79.659574078725400 |
| 2019-12-01 | 79.712278049880100 |
| 2020-01-01 | 80.558922623780000 |
| 2020-02-01 | 80.339229710183200 |
| 2020-03-01 | 79.632652221080400 |
| 2020-04-01 | 67.245611036569900 |
| 2020-05-01 | 68.963399622605600 |
| 2020-06-01 | 72.072161852236090 |
| 2020-07-01 | 73.549386978713800 |
| 2020-08-01 | 74.696692290203590 |
| 2020-09-01 | 74.919374819305400 |
| 2020-10-01 | 75.004071471986700 |
| 2020-11-01 | 75.050305442783400 |
| 2020-12-01 | 74.341274851954410 |
| 2021-01-01 | 75.375788484992300 |
| 2021-02-01 | 75.293950051704090 |
| 2021-03-01 | 76.166778585189290 |
| 2021-04-01 | 76.622648168750800 |
| 2021-05-01 | 76.591762247040400 |
| 2021-06-01 | 76.966354123324010 |
| 2021-07-01 | 76.994149207953200 |
| 2021-08-01 | 76.643195537976410 |
| 2021-09-01 | 76.125239118090200 |
| 2021-10-01 | 76.740129582207200 |
| 2021-11-01 | 76.934366968640090 |
| 2021-12-01 | 77.006063485814300 |
| 2022-01-01 | 77.181586443465900 |
| 2022-02-01 | 77.488462067082300 |
| 2022-03-01 | 77.815168717251000 |
| 2022-04-01 | 78.306950444304290 |
| 2022-05-01 | 78.857666135552700 |
| 2022-06-01 | 78.795945044363900 |
| 2022-07-01 | 79.414082864796200 |
| 2022-08-01 | 79.835663076886900 |
| 2022-09-01 | 80.256869831458600 |
| 2022-10-01 | 80.957401129369300 |
| 2022-11-01 | 81.160938238342510 |
| 2022-12-01 | 82.144091032700700 |
| 2023-01-01 | 83.351610431254500 |
| 2023-02-01 | 83.321492901400400 |
| 2023-03-01 | 83.409791702576700 |
| 2023-04-01 | 83.652168147289590 |
| 2023-05-01 | 83.779626210916000 |
| 2023-06-01 | 84.640325533184990 |
| 2023-07-01 | 84.727661459713300 |
| 2023-08-01 | 85.272162288540500 |
| 2023-09-01 | 86.099090830071790 |
| 2023-10-01 | 86.236937577907510 |
| 2023-11-01 | 87.077164107754600 |
| 2023-12-01 | 87.378221347198600 |
| 2024-01-01 | 87.683248747952500 |
| 2024-02-01 | 88.157387872394200 |
| 2024-03-01 | 88.582245911593920 |
| 2024-04-01 | 88.879133343356800 |
| 2024-05-01 | 89.690941548005010 |
| 2024-06-01 | 90.491803001699080 |
| 2024-07-01 | 91.214911672758600 |
| 2024-08-01 | 91.646636303870000 |
| 2024-09-01 | 91.329020643767300 |
| 2024-10-01 | 91.708396175841200 |
