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 2026-05-01 |
| Last Updated | 2026-06-24 10:15 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 | 37.5638375185395 |
| 1990-02-01 | 37.6371295010042 |
| 1990-03-01 | 38.1349365679754 |
| 1990-04-01 | 38.4559857168649 |
| 1990-05-01 | 38.5105964152717 |
| 1990-06-01 | 38.0889738242694 |
| 1990-07-01 | 38.4526938719071 |
| 1990-08-01 | 38.5975981313965 |
| 1990-09-01 | 39.0164367029960 |
| 1990-10-01 | 39.1899561963999 |
| 1990-11-01 | 39.4366520877942 |
| 1990-12-01 | 39.7143030161635 |
| 1991-01-01 | 39.9413859227661 |
| 1991-02-01 | 40.1270691711419 |
| 1991-03-01 | 40.2893344574594 |
| 1991-04-01 | 40.2305617941117 |
| 1991-05-01 | 40.3978268893918 |
| 1991-06-01 | 40.6571349954062 |
| 1991-07-01 | 40.5010766244467 |
| 1991-08-01 | 40.8808676541472 |
| 1991-09-01 | 40.8990711324465 |
| 1991-10-01 | 40.8626065139461 |
| 1991-11-01 | 40.9028994025646 |
| 1991-12-01 | 40.9984041027618 |
| 1992-01-01 | 40.8796946602894 |
| 1992-02-01 | 40.9126513630710 |
| 1992-03-01 | 40.8585957855747 |
| 1992-04-01 | 41.2372249328613 |
| 1992-05-01 | 41.4198334207848 |
| 1992-06-01 | 41.2632491192718 |
| 1992-07-01 | 41.5923467054792 |
| 1992-08-01 | 41.6930676871555 |
| 1992-09-01 | 41.6797797348205 |
| 1992-10-01 | 42.2551861836302 |
| 1992-11-01 | 42.3697508745228 |
| 1992-12-01 | 42.1973389182081 |
| 1993-01-01 | 43.0654777277705 |
| 1993-02-01 | 42.9796426637560 |
| 1993-03-01 | 42.3971695858453 |
| 1993-04-01 | 43.2304069262020 |
| 1993-05-01 | 43.3386425739756 |
| 1993-06-01 | 43.6399687034171 |
| 1993-07-01 | 43.5919980769865 |
| 1993-08-01 | 43.5507378694009 |
| 1993-09-01 | 43.4408664211208 |
| 1993-10-01 | 43.6566346172169 |
| 1993-11-01 | 43.6450570736375 |
| 1993-12-01 | 43.7107306227873 |
| 1994-01-01 | 43.8988569570737 |
| 1994-02-01 | 43.8249102535517 |
| 1994-03-01 | 44.1188825297241 |
| 1994-04-01 | 44.2614929002047 |
| 1994-05-01 | 44.2824851404546 |
| 1994-06-01 | 44.4639505399585 |
| 1994-07-01 | 44.6719852123216 |
| 1994-08-01 | 44.6731139638324 |
| 1994-09-01 | 44.9113634630249 |
| 1994-10-01 | 44.4670890478199 |
| 1994-11-01 | 44.7344907973447 |
| 1994-12-01 | 44.7455022683974 |
| 1995-01-01 | 44.7109449784156 |
| 1995-02-01 | 44.7657469578711 |
| 1995-03-01 | 45.1499819820449 |
| 1995-04-01 | 44.8887986608334 |
| 1995-05-01 | 44.9166724063338 |
| 1995-06-01 | 44.9960237816267 |
| 1995-07-01 | 44.8353292216324 |
| 1995-08-01 | 44.9650260551737 |
| 1995-09-01 | 45.5959878483696 |
| 1995-10-01 | 45.2025168619546 |
| 1995-11-01 | 45.3261552349416 |
| 1995-12-01 | 45.3771179719313 |
| 1996-01-01 | 45.1922729843567 |
| 1996-02-01 | 45.4946886957102 |
| 1996-03-01 | 45.5058029102615 |
| 1996-04-01 | 45.4275201611564 |
| 1996-05-01 | 45.4478328825890 |
| 1996-06-01 | 45.4985069323844 |
| 1996-07-01 | 45.9743628989531 |
| 1996-08-01 | 45.9585629807794 |
| 1996-09-01 | 46.4115222212938 |
| 1996-10-01 | 46.3266684262310 |
| 1996-11-01 | 46.3002157314272 |
| 1996-12-01 | 46.3867468349247 |
| 1997-01-01 | 46.6777166828884 |
| 1997-02-01 | 46.7443513176141 |
| 1997-03-01 | 46.6785892038105 |
| 1997-04-01 | 46.7495185109916 |
| 1997-05-01 | 46.9536762893698 |
| 1997-06-01 | 47.0304295756446 |
| 1997-07-01 | 47.1013575064114 |
| 1997-08-01 | 47.3540922158702 |
| 1997-09-01 | 47.4321406022055 |
| 1997-10-01 | 47.8634190347164 |
| 1997-11-01 | 47.6454024501326 |
| 1997-12-01 | 47.7820987172878 |
| 1998-01-01 | 48.0253827026599 |
| 1998-02-01 | 48.3282035127473 |
| 1998-03-01 | 48.5668647774572 |
| 1998-04-01 | 49.2667944595292 |
| 1998-05-01 | 49.3704889587988 |
| 1998-06-01 | 48.6253807411695 |
| 1998-07-01 | 48.7495720859456 |
| 1998-08-01 | 48.6251873255417 |
| 1998-09-01 | 48.3421619347016 |
| 1998-10-01 | 48.4145187043121 |
| 1998-11-01 | 48.7926364763723 |
| 1998-12-01 | 49.2671328930948 |
| 1999-01-01 | 48.7243155393165 |
| 1999-02-01 | 49.0911678107998 |
| 1999-03-01 | 49.3985157063797 |
| 1999-04-01 | 48.8238210757523 |
| 1999-05-01 | 48.7310237090569 |
| 1999-06-01 | 48.8834208908004 |
| 1999-07-01 | 48.7107877616375 |
| 1999-08-01 | 49.0759179110451 |
| 1999-09-01 | 48.6208821968242 |
| 1999-10-01 | 49.3673353901169 |
| 1999-11-01 | 49.4367183584685 |
| 1999-12-01 | 49.5612130073888 |
| 2000-01-01 | 49.9334049945127 |
| 2000-02-01 | 49.9874224089900 |
| 2000-03-01 | 49.6589568933339 |
| 2000-04-01 | 50.5500625517725 |
| 2000-05-01 | 50.9837183370700 |
| 2000-06-01 | 51.5905156899544 |
| 2000-07-01 | 51.2574176415887 |
| 2000-08-01 | 51.2882237715830 |
| 2000-09-01 | 51.3699406083096 |
| 2000-10-01 | 51.1614779482237 |
| 2000-11-01 | 51.4600508416456 |
| 2000-12-01 | 51.4412884846347 |
| 2001-01-01 | 51.5527805313210 |
| 2001-02-01 | 51.5957886899030 |
| 2001-03-01 | 51.7858525875859 |
| 2001-04-01 | 51.7763985911620 |
| 2001-05-01 | 51.7356744140093 |
| 2001-06-01 | 52.1641076797460 |
| 2001-07-01 | 52.3288207870878 |
| 2001-08-01 | 52.9102928166144 |
| 2001-09-01 | 52.9228010886371 |
| 2001-10-01 | 52.4281495861518 |
| 2001-11-01 | 52.6256164637782 |
| 2001-12-01 | 52.8561455180020 |
| 2002-01-01 | 52.8727767159913 |
| 2002-02-01 | 52.6980653844940 |
| 2002-03-01 | 52.8296322188996 |
| 2002-04-01 | 52.8641572417705 |
| 2002-05-01 | 53.1784322557222 |
| 2002-06-01 | 53.3559673502232 |
| 2002-07-01 | 53.7163961912822 |
| 2002-08-01 | 53.8088698806907 |
| 2002-09-01 | 54.2072623737379 |
| 2002-10-01 | 54.5401513226494 |
| 2002-11-01 | 54.7144201158252 |
| 2002-12-01 | 54.1981364914136 |
| 2003-01-01 | 55.4340053016082 |
| 2003-02-01 | 54.9847088892872 |
| 2003-03-01 | 55.0123160007018 |
| 2003-04-01 | 55.4016399902981 |
| 2003-05-01 | 55.4858956841657 |
| 2003-06-01 | 55.5961618773061 |
| 2003-07-01 | 55.6113167661998 |
| 2003-08-01 | 55.8511075179769 |
| 2003-09-01 | 56.0339390847076 |
| 2003-10-01 | 56.2402763930692 |
| 2003-11-01 | 56.5386055881729 |
| 2003-12-01 | 56.7324274537346 |
| 2004-01-01 | 56.5145957132367 |
| 2004-02-01 | 57.3353069794361 |
| 2004-03-01 | 57.3626063181653 |
| 2004-04-01 | 57.3081628955801 |
| 2004-05-01 | 57.5804503751233 |
| 2004-06-01 | 58.0408503803079 |
| 2004-07-01 | 57.7478014940143 |
| 2004-08-01 | 57.6555393335056 |
| 2004-09-01 | 57.3875755724335 |
| 2004-10-01 | 58.0440447227460 |
| 2004-11-01 | 58.1062050901975 |
| 2004-12-01 | 57.3917266539706 |
| 2005-01-01 | 58.3461264168726 |
| 2005-02-01 | 58.1387248690866 |
| 2005-03-01 | 58.3026739220436 |
| 2005-04-01 | 58.8219480088107 |
| 2005-05-01 | 58.8587671508506 |
| 2005-06-01 | 59.1687790449820 |
| 2005-07-01 | 59.6812991366467 |
| 2005-08-01 | 59.3461712880360 |
| 2005-09-01 | 59.3450666833012 |
| 2005-10-01 | 59.4920029626460 |
| 2005-11-01 | 59.6733489762392 |
| 2005-12-01 | 59.8069707268680 |
| 2006-01-01 | 60.2094108924442 |
| 2006-02-01 | 60.2115828857128 |
| 2006-03-01 | 60.7169946266329 |
| 2006-04-01 | 60.6254041531192 |
| 2006-05-01 | 60.5514798741545 |
| 2006-06-01 | 60.5986587620465 |
| 2006-07-01 | 60.7974744725747 |
| 2006-08-01 | 60.9004629390251 |
| 2006-09-01 | 61.3062830913312 |
| 2006-10-01 | 61.5827992189135 |
| 2006-11-01 | 61.4202960015252 |
| 2006-12-01 | 61.6032300270945 |
| 2007-01-01 | 61.7045365166948 |
| 2007-02-01 | 61.5387584265450 |
| 2007-03-01 | 62.1407992349506 |
| 2007-04-01 | 62.2729494396730 |
| 2007-05-01 | 62.6265897989126 |
| 2007-06-01 | 62.7347044515247 |
| 2007-07-01 | 62.8356172863304 |
| 2007-08-01 | 63.6054120200740 |
| 2007-09-01 | 63.4512114876536 |
| 2007-10-01 | 63.7090628681320 |
| 2007-11-01 | 63.5378276313776 |
| 2007-12-01 | 63.7757160781758 |
| 2008-01-01 | 63.8218008048912 |
| 2008-02-01 | 64.1351782731920 |
| 2008-03-01 | 64.0951247133478 |
| 2008-04-01 | 64.3434380568899 |
| 2008-05-01 | 63.5861200304655 |
| 2008-06-01 | 64.3147341958233 |
| 2008-07-01 | 64.5705073882847 |
| 2008-08-01 | 64.9984544253819 |
| 2008-09-01 | 64.5922867916419 |
| 2008-10-01 | 64.5845168775217 |
| 2008-11-01 | 64.9402156138395 |
| 2008-12-01 | 65.1818173593365 |
| 2009-01-01 | 65.9441218691709 |
| 2009-02-01 | 65.3022071943039 |
| 2009-03-01 | 65.3785421332925 |
| 2009-04-01 | 65.4508009358348 |
| 2009-05-01 | 65.1251847500000 |
| 2009-06-01 | 65.3399642893062 |
| 2009-07-01 | 65.6915318123117 |
| 2009-08-01 | 65.9513904475896 |
| 2009-09-01 | 65.7888850926845 |
| 2009-10-01 | 66.1529237898226 |
| 2009-11-01 | 66.4265456397243 |
| 2009-12-01 | 66.5071800941180 |
| 2010-01-01 | 66.4010953445407 |
| 2010-02-01 | 67.0894480854971 |
| 2010-03-01 | 66.9924796902902 |
| 2010-04-01 | 66.8343012796095 |
| 2010-05-01 | 67.2660229016955 |
| 2010-06-01 | 67.1542332608782 |
| 2010-07-01 | 67.1192314757815 |
| 2010-08-01 | 67.7673576092520 |
| 2010-09-01 | 67.2549150606396 |
| 2010-10-01 | 67.1154602175229 |
| 2010-11-01 | 67.2009298620803 |
| 2010-12-01 | 67.5741274030115 |
| 2011-01-01 | 68.0570775423784 |
| 2011-02-01 | 67.5241818007983 |
| 2011-03-01 | 67.4357378297175 |
| 2011-04-01 | 67.5071577004251 |
| 2011-05-01 | 68.0020675541689 |
| 2011-06-01 | 68.2601926043913 |
| 2011-07-01 | 68.3650008230559 |
| 2011-08-01 | 68.3054529789722 |
| 2011-09-01 | 68.2813665682912 |
| 2011-10-01 | 68.6272505202744 |
| 2011-11-01 | 68.8545475235389 |
| 2011-12-01 | 68.8263965970076 |
| 2012-01-01 | 69.3727936881228 |
| 2012-02-01 | 69.7043572211371 |
| 2012-03-01 | 69.9618217496365 |
| 2012-04-01 | 70.0255794041516 |
| 2012-05-01 | 69.9406592419264 |
| 2012-06-01 | 70.2089758422900 |
| 2012-07-01 | 70.0145290342044 |
| 2012-08-01 | 70.0798526854520 |
| 2012-09-01 | 70.5332202756304 |
| 2012-10-01 | 70.3932500677152 |
| 2012-11-01 | 70.3040891834509 |
| 2012-12-01 | 70.4603216503570 |
| 2013-01-01 | 70.4596483657567 |
| 2013-02-01 | 70.8242129612349 |
| 2013-03-01 | 70.7018188597781 |
| 2013-04-01 | 70.8371564882609 |
| 2013-05-01 | 70.9052366422287 |
| 2013-06-01 | 71.1090019446163 |
| 2013-07-01 | 71.2495146309298 |
| 2013-08-01 | 71.4447340440726 |
| 2013-09-01 | 71.7044725484489 |
| 2013-10-01 | 71.1634813527178 |
| 2013-11-01 | 71.7566524095805 |
| 2013-12-01 | 71.1634462161535 |
| 2014-01-01 | 71.3106864863770 |
| 2014-02-01 | 71.1475666861926 |
| 2014-03-01 | 71.1233777964887 |
| 2014-04-01 | 71.5499730429375 |
| 2014-05-01 | 71.8053196599682 |
| 2014-06-01 | 71.7771651308562 |
| 2014-07-01 | 71.6527393863368 |
| 2014-08-01 | 71.7224168493779 |
| 2014-09-01 | 72.1258654358549 |
| 2014-10-01 | 72.7157417913906 |
| 2014-11-01 | 72.8252996830985 |
| 2014-12-01 | 73.1312454345183 |
| 2015-01-01 | 72.6622009279981 |
| 2015-02-01 | 72.4319977636738 |
| 2015-03-01 | 72.2060309402497 |
| 2015-04-01 | 73.0790879820138 |
| 2015-05-01 | 73.0934629039559 |
| 2015-06-01 | 73.5176978416831 |
| 2015-07-01 | 73.6313393235920 |
| 2015-08-01 | 73.4990806940118 |
| 2015-09-01 | 73.3576500180558 |
| 2015-10-01 | 73.6556601147303 |
| 2015-11-01 | 73.7256879033264 |
| 2015-12-01 | 74.0854404918087 |
| 2016-01-01 | 73.9095880663072 |
| 2016-02-01 | 73.8939238835162 |
| 2016-03-01 | 74.1584048657776 |
| 2016-04-01 | 74.1660174287270 |
| 2016-05-01 | 74.1036879866334 |
| 2016-06-01 | 73.9324726463439 |
| 2016-07-01 | 74.2865343108249 |
| 2016-08-01 | 73.9558701884078 |
| 2016-09-01 | 74.2053498312889 |
| 2016-10-01 | 73.9995608870727 |
| 2016-11-01 | 74.2492515303960 |
| 2016-12-01 | 74.1576547489933 |
| 2017-01-01 | 74.6558016207384 |
| 2017-02-01 | 74.7441440671897 |
| 2017-03-01 | 74.7380757979312 |
| 2017-04-01 | 74.8012852350801 |
| 2017-05-01 | 74.9360176211272 |
| 2017-06-01 | 74.6358262338217 |
| 2017-07-01 | 75.2492912661359 |
| 2017-08-01 | 75.0933575678401 |
| 2017-09-01 | 75.7893610669873 |
| 2017-10-01 | 76.1084135475116 |
| 2017-11-01 | 76.2564909176472 |
| 2017-12-01 | 76.6344421476097 |
| 2018-01-01 | 76.7489036465263 |
| 2018-02-01 | 77.3076667680462 |
| 2018-03-01 | 77.3107968326651 |
| 2018-04-01 | 77.5251389371795 |
| 2018-05-01 | 77.6795863555308 |
| 2018-06-01 | 77.5196458976423 |
| 2018-07-01 | 77.6147398259889 |
| 2018-08-01 | 78.1555388261436 |
| 2018-09-01 | 78.2459661389557 |
| 2018-10-01 | 78.6367444890648 |
| 2018-11-01 | 78.4520604898708 |
| 2018-12-01 | 78.7213409175683 |
| 2019-01-01 | 78.7655642827442 |
| 2019-02-01 | 78.9013755218040 |
| 2019-03-01 | 79.3405212152345 |
| 2019-04-01 | 79.2766714971235 |
| 2019-05-01 | 79.4229201094690 |
| 2019-06-01 | 79.3420885455383 |
| 2019-07-01 | 79.0102881217666 |
| 2019-08-01 | 79.3652336935445 |
| 2019-09-01 | 79.1014759032406 |
| 2019-10-01 | 79.3048101256236 |
| 2019-11-01 | 79.6701682089599 |
| 2019-12-01 | 79.7146550885290 |
| 2020-01-01 | 80.4760902921813 |
| 2020-02-01 | 80.3304912343666 |
| 2020-03-01 | 79.6044068792821 |
| 2020-04-01 | 67.2294781794801 |
| 2020-05-01 | 68.9652045897318 |
| 2020-06-01 | 72.1221055360121 |
| 2020-07-01 | 73.5982001442311 |
| 2020-08-01 | 74.7479089268728 |
| 2020-09-01 | 74.8945627370723 |
| 2020-10-01 | 75.0037343522990 |
| 2020-11-01 | 75.0890557684298 |
| 2020-12-01 | 74.3299912857530 |
| 2021-01-01 | 75.2544922283975 |
| 2021-02-01 | 75.2945709708520 |
| 2021-03-01 | 76.1171746883254 |
| 2021-04-01 | 76.5826160518334 |
| 2021-05-01 | 76.5842857142898 |
| 2021-06-01 | 77.0622608049744 |
| 2021-07-01 | 77.0960801274231 |
| 2021-08-01 | 76.7513606423973 |
| 2021-09-01 | 76.0580785537763 |
| 2021-10-01 | 76.7175973571828 |
| 2021-11-01 | 77.0064365950149 |
| 2021-12-01 | 76.9627379775728 |
| 2022-01-01 | 77.0101692616911 |
| 2022-02-01 | 77.4937782992476 |
| 2022-03-01 | 77.7425129463994 |
| 2022-04-01 | 78.2477366768637 |
| 2022-05-01 | 78.8492469459291 |
| 2022-06-01 | 78.9358203344563 |
| 2022-07-01 | 79.5858560372142 |
| 2022-08-01 | 80.0158393007621 |
| 2022-09-01 | 80.1282703235127 |
| 2022-10-01 | 80.9102791096685 |
| 2022-11-01 | 81.2721085885141 |
| 2022-12-01 | 82.0471329699758 |
| 2023-01-01 | 83.1013327368475 |
| 2023-02-01 | 83.3413114499167 |
| 2023-03-01 | 83.4156518884872 |
| 2023-04-01 | 83.6792947663529 |
| 2023-05-01 | 83.7776922170879 |
| 2023-06-01 | 84.4221721701596 |
| 2023-07-01 | 84.5658410155257 |
| 2023-08-01 | 85.2286561314816 |
| 2023-09-01 | 85.9010952502482 |
| 2023-10-01 | 86.2690224787221 |
| 2023-11-01 | 86.5187173480846 |
| 2023-12-01 | 87.2324108509253 |
| 2024-01-01 | 87.4354380624882 |
| 2024-02-01 | 87.6977196183791 |
| 2024-03-01 | 88.3884491187541 |
| 2024-04-01 | 88.6157653605474 |
| 2024-05-01 | 89.2084947089577 |
| 2024-06-01 | 89.4994889526629 |
| 2024-07-01 | 90.0013567649910 |
| 2024-08-01 | 90.1318278884564 |
| 2024-09-01 | 90.6754668060723 |
| 2024-10-01 | 90.5400077015016 |
| 2024-11-01 | 90.8525894881426 |
| 2024-12-01 | 90.9409712185535 |
| 2025-01-01 | 91.0614893536839 |
| 2025-02-01 | 91.3768072947680 |
| 2025-03-01 | 91.3827310058901 |
| 2025-04-01 | 91.5682747132807 |
| 2025-05-01 | 91.8272367202533 |
| 2025-06-01 | 92.3629373476888 |
| 2025-07-01 | 92.6691443823067 |
| 2025-08-01 | 93.0909800454262 |
| 2025-09-01 | 93.2384485470463 |
| 2025-10-01 | 93.6116285527163 |
| 2025-11-01 | 94.1884990927904 |
| 2025-12-01 | 94.5791721929265 |
| 2026-01-01 | 95.9352651663404 |
| 2026-02-01 | 95.2698801259232 |
| 2026-03-01 | 95.6577537841581 |
| 2026-04-01 | 96.0715227992608 |
| 2026-05-01 | 96.4405960000704 |