Table Data - All Employees: Education and Health Services: Private Education and Health Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 4:48 AM CDT |
| 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 | 38.134936567975394 |
| 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 | 39.714303016163500 |
| 1991-01-01 | 39.941385922766100 |
| 1991-02-01 | 40.127069171141900 |
| 1991-03-01 | 40.289334457459400 |
| 1991-04-01 | 40.230561794111710 |
| 1991-05-01 | 40.397826889391800 |
| 1991-06-01 | 40.657134995406295 |
| 1991-07-01 | 40.501076624446700 |
| 1991-08-01 | 40.880867654147200 |
| 1991-09-01 | 40.899071132446500 |
| 1991-10-01 | 40.862606513946100 |
| 1991-11-01 | 40.902899402564600 |
| 1991-12-01 | 40.998404102761796 |
| 1992-01-01 | 40.879694660289395 |
| 1992-02-01 | 40.912651363071000 |
| 1992-03-01 | 40.858595785574700 |
| 1992-04-01 | 41.237224932861295 |
| 1992-05-01 | 41.419833420784800 |
| 1992-06-01 | 41.263249119271800 |
| 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 | 44.118882529724104 |
| 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 | 45.149981982044790 |
| 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 | 47.030429575644504 |
| 1997-07-01 | 47.101357506411400 |
| 1997-08-01 | 47.354092215870196 |
| 1997-09-01 | 47.432140602205600 |
| 1997-10-01 | 47.863419034716394 |
| 1997-11-01 | 47.645402450132600 |
| 1997-12-01 | 47.782098717287795 |
| 1998-01-01 | 48.025382702659800 |
| 1998-02-01 | 48.328203512747200 |
| 1998-03-01 | 48.566864777457200 |
| 1998-04-01 | 49.266794459529200 |
| 1998-05-01 | 49.370488958798700 |
| 1998-06-01 | 48.625380741169394 |
| 1998-07-01 | 48.749572085945610 |
| 1998-08-01 | 48.625187325541600 |
| 1998-09-01 | 48.342161934702304 |
| 1998-10-01 | 48.414518704312200 |
| 1998-11-01 | 48.792636476372300 |
| 1998-12-01 | 49.267132893094600 |
| 1999-01-01 | 48.724315539316300 |
| 1999-02-01 | 49.091167810799400 |
| 1999-03-01 | 49.398515706379390 |
| 1999-04-01 | 48.823821075752110 |
| 1999-05-01 | 48.731023709057000 |
| 1999-06-01 | 48.883420890800600 |
| 1999-07-01 | 48.710787761637790 |
| 1999-08-01 | 49.075917911045195 |
| 1999-09-01 | 48.620882196825800 |
| 1999-10-01 | 49.367335390117596 |
| 1999-11-01 | 49.436718358469110 |
| 1999-12-01 | 49.561213007388496 |
| 2000-01-01 | 49.933404994510710 |
| 2000-02-01 | 49.987422408987800 |
| 2000-03-01 | 49.658956893330796 |
| 2000-04-01 | 50.550062551770495 |
| 2000-05-01 | 50.983718337070800 |
| 2000-06-01 | 51.590515689958100 |
| 2000-07-01 | 51.257417641593400 |
| 2000-08-01 | 51.288223771586196 |
| 2000-09-01 | 51.369940608312504 |
| 2000-10-01 | 51.161477948221800 |
| 2000-11-01 | 51.460050841639700 |
| 2000-12-01 | 51.441288484622500 |
| 2001-01-01 | 51.552780531306800 |
| 2001-02-01 | 51.595788689892000 |
| 2001-03-01 | 51.785852587586300 |
| 2001-04-01 | 51.776398591193400 |
| 2001-05-01 | 51.735674414081494 |
| 2001-06-01 | 52.164107679846296 |
| 2001-07-01 | 52.328820787124390 |
| 2001-08-01 | 52.910292816557210 |
| 2001-09-01 | 52.922801088493200 |
| 2001-10-01 | 52.428149585894005 |
| 2001-11-01 | 52.625616463579206 |
| 2001-12-01 | 52.856145518016994 |
| 2002-01-01 | 52.872776716238604 |
| 2002-02-01 | 52.698065384811110 |
| 2002-03-01 | 52.829632219113996 |
| 2002-04-01 | 52.864157241797000 |
| 2002-05-01 | 53.178432255704095 |
| 2002-06-01 | 53.355967350339700 |
| 2002-07-01 | 53.716396191517600 |
| 2002-08-01 | 53.808869880562400 |
| 2002-09-01 | 54.207262373254096 |
| 2002-10-01 | 54.540151321576700 |
| 2002-11-01 | 54.714420114837104 |
| 2002-12-01 | 54.198136491308700 |
| 2003-01-01 | 55.434005302631796 |
| 2003-02-01 | 54.984708890809095 |
| 2003-03-01 | 55.012316001903490 |
| 2003-04-01 | 55.401639990720504 |
| 2003-05-01 | 55.485895684000596 |
| 2003-06-01 | 55.596161877158500 |
| 2003-07-01 | 55.611316766448900 |
| 2003-08-01 | 55.851107517093105 |
| 2003-09-01 | 56.033939082875500 |
| 2003-10-01 | 56.240276390749800 |
| 2003-11-01 | 56.538605585508200 |
| 2003-12-01 | 56.732427451074400 |
| 2004-01-01 | 56.514595711192506 |
| 2004-02-01 | 57.335306993655100 |
| 2004-03-01 | 57.362606318628210 |
| 2004-04-01 | 57.308162899425710 |
| 2004-05-01 | 57.580450381564290 |
| 2004-06-01 | 58.040850385309000 |
| 2004-07-01 | 57.747801494188394 |
| 2004-08-01 | 57.655539329245700 |
| 2004-09-01 | 57.387575552523400 |
| 2004-10-01 | 58.044044693886700 |
| 2004-11-01 | 58.106205066225300 |
| 2004-12-01 | 57.391726648969794 |
| 2005-01-01 | 58.346126433606500 |
| 2005-02-01 | 58.138724931280400 |
| 2005-03-01 | 58.302673953226600 |
| 2005-04-01 | 58.821948033075900 |
| 2005-05-01 | 58.858767164846300 |
| 2005-06-01 | 59.168779050577605 |
| 2005-07-01 | 59.681299127098400 |
| 2005-08-01 | 59.346171225061100 |
| 2005-09-01 | 59.345066607280700 |
| 2005-10-01 | 59.492002856922900 |
| 2005-11-01 | 59.673348901185100 |
| 2005-12-01 | 59.806970741575390 |
| 2006-01-01 | 60.209410993891710 |
| 2006-02-01 | 60.211583089981495 |
| 2006-03-01 | 60.716994759630204 |
| 2006-04-01 | 60.625404223465395 |
| 2006-05-01 | 60.551479877592605 |
| 2006-06-01 | 60.598658730588795 |
| 2006-07-01 | 60.797474414216700 |
| 2006-08-01 | 60.900462724957200 |
| 2006-09-01 | 61.306282842422800 |
| 2006-10-01 | 61.582799002248600 |
| 2006-11-01 | 61.420295876362000 |
| 2006-12-01 | 61.603229996835900 |
| 2007-01-01 | 61.704536585841500 |
| 2007-02-01 | 61.538759696236106 |
| 2007-03-01 | 62.140799231804294 |
| 2007-04-01 | 62.272949402449290 |
| 2007-05-01 | 62.626589735893300 |
| 2007-06-01 | 62.734704365502395 |
| 2007-07-01 | 62.835617117815800 |
| 2007-08-01 | 63.605411338603300 |
| 2007-09-01 | 63.451211075027800 |
| 2007-10-01 | 63.709062555896500 |
| 2007-11-01 | 63.537827457788204 |
| 2007-12-01 | 63.775715980250900 |
| 2008-01-01 | 63.821801456961700 |
| 2008-02-01 | 64.135180610042710 |
| 2008-03-01 | 64.095124461143900 |
| 2008-04-01 | 64.343437825616000 |
| 2008-05-01 | 63.586119849457700 |
| 2008-06-01 | 64.314733968856000 |
| 2008-07-01 | 64.570507056562600 |
| 2008-08-01 | 64.998453347694100 |
| 2008-09-01 | 64.592286172368600 |
| 2008-10-01 | 64.584516179531700 |
| 2008-11-01 | 64.940214757657000 |
| 2008-12-01 | 65.181818110828100 |
| 2009-01-01 | 65.944122680094800 |
| 2009-02-01 | 65.302210645379600 |
| 2009-03-01 | 65.378542187357500 |
| 2009-04-01 | 65.450801492555500 |
| 2009-05-01 | 65.125185661726890 |
| 2009-06-01 | 65.339964912015600 |
| 2009-07-01 | 65.691531369903500 |
| 2009-08-01 | 65.951387407270000 |
| 2009-09-01 | 65.788881221954200 |
| 2009-10-01 | 66.152917873068000 |
| 2009-11-01 | 66.426540213928090 |
| 2009-12-01 | 66.507182221043900 |
| 2010-01-01 | 66.401101737516300 |
| 2010-02-01 | 67.089459520578500 |
| 2010-03-01 | 66.992486507766700 |
| 2010-04-01 | 66.834304920965100 |
| 2010-05-01 | 67.266023622722000 |
| 2010-06-01 | 67.154231662734600 |
| 2010-07-01 | 67.119227614940600 |
| 2010-08-01 | 67.767347721881200 |
| 2010-09-01 | 67.254903844808600 |
| 2010-10-01 | 67.115439670712600 |
| 2010-11-01 | 67.200912933495500 |
| 2010-12-01 | 67.574132517018300 |
| 2011-01-01 | 68.057098734461500 |
| 2011-02-01 | 67.524213907758100 |
| 2011-03-01 | 67.435773768047510 |
| 2011-04-01 | 67.507169055523700 |
| 2011-05-01 | 68.002066699005100 |
| 2011-06-01 | 68.260184064421610 |
| 2011-07-01 | 68.364987400990300 |
| 2011-08-01 | 68.305416889046400 |
| 2011-09-01 | 68.281311836218990 |
| 2011-10-01 | 68.627200565359900 |
| 2011-11-01 | 68.854501643512790 |
| 2011-12-01 | 68.826413389092100 |
| 2012-01-01 | 69.372800404207400 |
| 2012-02-01 | 69.704637227910900 |
| 2012-03-01 | 69.961868214553390 |
| 2012-04-01 | 70.025566645685200 |
| 2012-05-01 | 69.940626795180590 |
| 2012-06-01 | 70.208924877321210 |
| 2012-07-01 | 70.014457828220200 |
| 2012-08-01 | 70.079754304399100 |
| 2012-09-01 | 70.533094164202300 |
| 2012-10-01 | 70.393153395171300 |
| 2012-11-01 | 70.304024215790210 |
| 2012-12-01 | 70.460399919995800 |
| 2013-01-01 | 70.459710312851800 |
| 2013-02-01 | 70.824822451678590 |
| 2013-03-01 | 70.701914947627500 |
| 2013-04-01 | 70.837105322185100 |
| 2013-05-01 | 70.905118885915200 |
| 2013-06-01 | 71.108851184783700 |
| 2013-07-01 | 71.249315414437590 |
| 2013-08-01 | 71.444513271865090 |
| 2013-09-01 | 71.704276430744590 |
| 2013-10-01 | 71.163339791966700 |
| 2013-11-01 | 71.756481489460200 |
| 2013-12-01 | 71.163434883072000 |
| 2014-01-01 | 71.311459897408910 |
| 2014-02-01 | 71.148356450091910 |
| 2014-03-01 | 71.123492277587800 |
| 2014-04-01 | 71.550038077205200 |
| 2014-05-01 | 71.805377390082700 |
| 2014-06-01 | 71.776230983695500 |
| 2014-07-01 | 71.652535081890700 |
| 2014-08-01 | 71.721830174484910 |
| 2014-09-01 | 72.125369519362900 |
| 2014-10-01 | 72.715340317903700 |
| 2014-11-01 | 72.825147074438700 |
| 2014-12-01 | 73.131577953249200 |
| 2015-01-01 | 72.664346523701710 |
| 2015-02-01 | 72.433237970256300 |
| 2015-03-01 | 72.206312326730500 |
| 2015-04-01 | 73.079059119123600 |
| 2015-05-01 | 73.093227757835410 |
| 2015-06-01 | 73.515460904767200 |
| 2015-07-01 | 73.630762433197590 |
| 2015-08-01 | 73.497918074906410 |
| 2015-09-01 | 73.356666922191300 |
| 2015-10-01 | 73.654987096724410 |
| 2015-11-01 | 73.725956502657600 |
| 2015-12-01 | 74.086995468018900 |
| 2016-01-01 | 73.914185274707210 |
| 2016-02-01 | 73.896320240097910 |
| 2016-03-01 | 74.158676902138000 |
| 2016-04-01 | 74.164909853883900 |
| 2016-05-01 | 74.101640559792000 |
| 2016-06-01 | 73.927878657438100 |
| 2016-07-01 | 74.285131348922200 |
| 2016-08-01 | 73.954474499680500 |
| 2016-09-01 | 74.205340872005210 |
| 2016-10-01 | 73.999628688297300 |
| 2016-11-01 | 74.249051068661400 |
| 2016-12-01 | 74.157512525045400 |
| 2017-01-01 | 74.673029420427710 |
| 2017-02-01 | 74.744722540132200 |
| 2017-03-01 | 74.736301167729000 |
| 2017-04-01 | 74.797885950007300 |
| 2017-05-01 | 74.930003193836400 |
| 2017-06-01 | 74.626526057346300 |
| 2017-07-01 | 75.246532504025500 |
| 2017-08-01 | 75.090052902479710 |
| 2017-09-01 | 75.799961446089100 |
| 2017-10-01 | 76.107801968940590 |
| 2017-11-01 | 76.254666915211300 |
| 2017-12-01 | 76.633028533258910 |
| 2018-01-01 | 76.780369378234910 |
| 2018-02-01 | 77.306070869914900 |
| 2018-03-01 | 77.307415763539910 |
| 2018-04-01 | 77.518170508491410 |
| 2018-05-01 | 77.668127668229590 |
| 2018-06-01 | 77.502752012817000 |
| 2018-07-01 | 77.605540072055290 |
| 2018-08-01 | 78.142400569944500 |
| 2018-09-01 | 78.293446247028000 |
| 2018-10-01 | 78.627978361293100 |
| 2018-11-01 | 78.444865689830900 |
| 2018-12-01 | 78.718443509436910 |
| 2019-01-01 | 78.812471794780500 |
| 2019-02-01 | 78.898295471388790 |
| 2019-03-01 | 79.336530900605300 |
| 2019-04-01 | 79.266300525577900 |
| 2019-05-01 | 79.403970678930500 |
| 2019-06-01 | 79.315607934201500 |
| 2019-07-01 | 78.992471655542200 |
| 2019-08-01 | 79.342376028292000 |
| 2019-09-01 | 79.188095598894590 |
| 2019-10-01 | 79.289172458842000 |
| 2019-11-01 | 79.654902141799910 |
| 2019-12-01 | 79.708906296695500 |
| 2020-01-01 | 80.546702765702900 |
| 2020-02-01 | 80.322296216646700 |
| 2020-03-01 | 79.602411763347900 |
| 2020-04-01 | 67.222550123661600 |
| 2020-05-01 | 68.939996934135510 |
| 2020-06-01 | 72.083313104923490 |
| 2020-07-01 | 73.566741480572800 |
| 2020-08-01 | 74.717070770546900 |
| 2020-09-01 | 75.017077777564500 |
| 2020-10-01 | 75.001078549903400 |
| 2020-11-01 | 75.040987735245410 |
| 2020-12-01 | 74.334470370359600 |
| 2021-01-01 | 75.357977572241200 |
| 2021-02-01 | 75.263957532665200 |
| 2021-03-01 | 76.121427767054400 |
| 2021-04-01 | 76.579000786860400 |
| 2021-05-01 | 76.531807395720000 |
| 2021-06-01 | 77.007083444394710 |
| 2021-07-01 | 77.059558459017710 |
| 2021-08-01 | 76.711160841000010 |
| 2021-09-01 | 76.216306241323410 |
| 2021-10-01 | 76.726946204868500 |
| 2021-11-01 | 76.920107769743410 |
| 2021-12-01 | 76.992987297979200 |
| 2022-01-01 | 77.154578674794790 |
| 2022-02-01 | 77.440422958473200 |
| 2022-03-01 | 77.750591864793790 |
| 2022-04-01 | 78.240729911138000 |
| 2022-05-01 | 78.755883568374090 |
| 2022-06-01 | 78.869449495320910 |
| 2022-07-01 | 79.543271569588600 |
| 2022-08-01 | 79.971894688641000 |
| 2022-09-01 | 80.333178126697290 |
| 2022-10-01 | 80.926285066819290 |
| 2022-11-01 | 81.142272832577400 |
| 2022-12-01 | 82.123328603216490 |
| 2023-01-01 | 83.311678363728400 |
| 2023-02-01 | 83.252296797703510 |
| 2023-03-01 | 83.322051508089000 |
| 2023-04-01 | 83.556311449081010 |
| 2023-05-01 | 83.628034361611700 |
| 2023-06-01 | 84.753003462919900 |
| 2023-07-01 | 84.936227936050090 |
| 2023-08-01 | 85.500905510270800 |
| 2023-09-01 | 86.137933973383500 |
| 2023-10-01 | 86.182170663662590 |
| 2023-11-01 | 87.054734159083410 |
| 2023-12-01 | 87.349167861545200 |
| 2024-01-01 | 87.631484568422000 |
| 2024-02-01 | 88.070170673672790 |
| 2024-03-01 | 88.474761395753500 |
| 2024-04-01 | 88.759074263967100 |
| 2024-05-01 | 89.498865717579700 |
