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 2026-04-01 |
| Last Updated | 2026-05-26 3:09 PM 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 | 39.7143030161634 |
| 1991-01-01 | 39.9413859227661 |
| 1991-02-01 | 40.1270691711419 |
| 1991-03-01 | 40.2893344574595 |
| 1991-04-01 | 40.2305617941117 |
| 1991-05-01 | 40.3978268893918 |
| 1991-06-01 | 40.6571349954063 |
| 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 | 40.8796946602893 |
| 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 | 41.6797797348204 |
| 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 | 44.1188825297242 |
| 1994-04-01 | 44.2614929002047 |
| 1994-05-01 | 44.2824851404546 |
| 1994-06-01 | 44.4639505399585 |
| 1994-07-01 | 44.6719852123215 |
| 1994-08-01 | 44.6731139638324 |
| 1994-09-01 | 44.9113634630249 |
| 1994-10-01 | 44.4670890478200 |
| 1994-11-01 | 44.7344907973447 |
| 1994-12-01 | 44.7455022683974 |
| 1995-01-01 | 44.7109449784156 |
| 1995-02-01 | 44.7657469578710 |
| 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 | 48.7310237090570 |
| 1999-06-01 | 48.8834208908004 |
| 1999-07-01 | 48.7107877616375 |
| 1999-08-01 | 49.0759179110450 |
| 1999-09-01 | 48.6208821968243 |
| 1999-10-01 | 49.3673353901169 |
| 1999-11-01 | 49.4367183584685 |
| 1999-12-01 | 49.5612130073888 |
| 2000-01-01 | 49.9334049945127 |
| 2000-02-01 | 49.9874224089899 |
| 2000-03-01 | 49.6589568933338 |
| 2000-04-01 | 50.5500625517725 |
| 2000-05-01 | 50.9837183370701 |
| 2000-06-01 | 51.5905156899546 |
| 2000-07-01 | 51.2574176415889 |
| 2000-08-01 | 51.2882237715830 |
| 2000-09-01 | 51.3699406083096 |
| 2000-10-01 | 51.1614779482236 |
| 2000-11-01 | 51.4600508416454 |
| 2000-12-01 | 51.4412884846342 |
| 2001-01-01 | 51.5527805313206 |
| 2001-02-01 | 51.5957886899026 |
| 2001-03-01 | 51.7858525875859 |
| 2001-04-01 | 51.7763985911633 |
| 2001-05-01 | 51.7356744140120 |
| 2001-06-01 | 52.1641076797498 |
| 2001-07-01 | 52.3288207870890 |
| 2001-08-01 | 52.9102928166121 |
| 2001-09-01 | 52.9228010886311 |
| 2001-10-01 | 52.4281495861421 |
| 2001-11-01 | 52.6256164637706 |
| 2001-12-01 | 52.8561455180028 |
| 2002-01-01 | 52.8727767160006 |
| 2002-02-01 | 52.6980653845059 |
| 2002-03-01 | 52.8296322189080 |
| 2002-04-01 | 52.8641572417724 |
| 2002-05-01 | 53.1784322557219 |
| 2002-06-01 | 53.3559673502271 |
| 2002-07-01 | 53.7163961912885 |
| 2002-08-01 | 53.8088698806846 |
| 2002-09-01 | 54.2072623737192 |
| 2002-10-01 | 54.5401513226132 |
| 2002-11-01 | 54.7144201157950 |
| 2002-12-01 | 54.1981364914168 |
| 2003-01-01 | 55.4340053016473 |
| 2003-02-01 | 54.9847088893373 |
| 2003-03-01 | 55.0123160007343 |
| 2003-04-01 | 55.4016399902944 |
| 2003-05-01 | 55.4858956841441 |
| 2003-06-01 | 55.5961618773016 |
| 2003-07-01 | 55.6113167662260 |
| 2003-08-01 | 55.8511075179729 |
| 2003-09-01 | 56.0339390846641 |
| 2003-10-01 | 56.2402763930031 |
| 2003-11-01 | 56.5386055880931 |
| 2003-12-01 | 56.7324274536593 |
| 2004-01-01 | 56.5145957131714 |
| 2004-02-01 | 57.3353069799308 |
| 2004-03-01 | 57.3626063181079 |
| 2004-04-01 | 57.3081628955598 |
| 2004-05-01 | 57.5804503751623 |
| 2004-06-01 | 58.0408503803782 |
| 2004-07-01 | 57.7478014940874 |
| 2004-08-01 | 57.6555393335723 |
| 2004-09-01 | 57.3875755721192 |
| 2004-10-01 | 58.0440447222223 |
| 2004-11-01 | 58.1062050896922 |
| 2004-12-01 | 57.3917266537638 |
| 2005-01-01 | 58.3461264170417 |
| 2005-02-01 | 58.1387248706134 |
| 2005-03-01 | 58.3026739224094 |
| 2005-04-01 | 58.8219480090543 |
| 2005-05-01 | 58.8587671509708 |
| 2005-06-01 | 59.1687790449609 |
| 2005-07-01 | 59.6812991364882 |
| 2005-08-01 | 59.3461712878212 |
| 2005-09-01 | 59.3450666820038 |
| 2005-10-01 | 59.4920029607540 |
| 2005-11-01 | 59.6733489747132 |
| 2005-12-01 | 59.8069707267748 |
| 2006-01-01 | 60.2094108937921 |
| 2006-02-01 | 60.2115828899217 |
| 2006-03-01 | 60.7169946288171 |
| 2006-04-01 | 60.6254041542794 |
| 2006-05-01 | 60.5514798741250 |
| 2006-06-01 | 60.5986587611372 |
| 2006-07-01 | 60.7974744712834 |
| 2006-08-01 | 60.9004629365592 |
| 2006-09-01 | 61.3062830866236 |
| 2006-10-01 | 61.5827992151655 |
| 2006-11-01 | 61.4202959997195 |
| 2006-12-01 | 61.6032300270306 |
| 2007-01-01 | 61.7045365156990 |
| 2007-02-01 | 61.5387584507903 |
| 2007-03-01 | 62.1407992347297 |
| 2007-04-01 | 62.2729494388821 |
| 2007-05-01 | 62.6265897976299 |
| 2007-06-01 | 62.7347044491147 |
| 2007-07-01 | 62.8356172822334 |
| 2007-08-01 | 63.6054120092933 |
| 2007-09-01 | 63.4512114788764 |
| 2007-10-01 | 63.7090628628698 |
| 2007-11-01 | 63.5378276303982 |
| 2007-12-01 | 63.7757160792087 |
| 2008-01-01 | 63.8218008110923 |
| 2008-02-01 | 64.1351783180609 |
| 2008-03-01 | 64.0951247089036 |
| 2008-04-01 | 64.3434380532487 |
| 2008-05-01 | 63.5861200289285 |
| 2008-06-01 | 64.3147341910031 |
| 2008-07-01 | 64.5705073784846 |
| 2008-08-01 | 64.9984544043267 |
| 2008-09-01 | 64.5922867750673 |
| 2008-10-01 | 64.5845168620218 |
| 2008-11-01 | 64.9402156000208 |
| 2008-12-01 | 65.1818174058516 |
| 2009-01-01 | 65.9441218732721 |
| 2009-02-01 | 65.3022072571929 |
| 2009-03-01 | 65.3785421291437 |
| 2009-04-01 | 65.4508009355431 |
| 2009-05-01 | 65.1251847519328 |
| 2009-06-01 | 65.3399642798021 |
| 2009-07-01 | 65.6915317864651 |
| 2009-08-01 | 65.9513903956461 |
| 2009-09-01 | 65.7888850469989 |
| 2009-10-01 | 66.1529237439662 |
| 2009-11-01 | 66.4265456097800 |
| 2009-12-01 | 66.5071802129746 |
| 2010-01-01 | 66.4010953936334 |
| 2010-02-01 | 67.0894481917286 |
| 2010-03-01 | 66.9924797179426 |
| 2010-04-01 | 66.8343012863540 |
| 2010-05-01 | 67.2660228871876 |
| 2010-06-01 | 67.1542332131030 |
| 2010-07-01 | 67.1192314062665 |
| 2010-08-01 | 67.7673575053152 |
| 2010-09-01 | 67.2549149050718 |
| 2010-10-01 | 67.1154601402916 |
| 2010-11-01 | 67.2009297961699 |
| 2010-12-01 | 67.5741276492276 |
| 2011-01-01 | 68.0570777099355 |
| 2011-02-01 | 67.5241820356737 |
| 2011-03-01 | 67.4357379608004 |
| 2011-04-01 | 67.5071577340924 |
| 2011-05-01 | 68.0020675049997 |
| 2011-06-01 | 68.2601924819467 |
| 2011-07-01 | 68.3650006448353 |
| 2011-08-01 | 68.3054526618952 |
| 2011-09-01 | 68.2813659918348 |
| 2011-10-01 | 68.6272505859981 |
| 2011-11-01 | 68.8545471542421 |
| 2011-12-01 | 68.8263973145642 |
| 2012-01-01 | 69.3727937184750 |
| 2012-02-01 | 69.7043588900465 |
| 2012-03-01 | 69.9618217223497 |
| 2012-04-01 | 70.0255792638551 |
| 2012-05-01 | 69.9406589793233 |
| 2012-06-01 | 70.2089754586323 |
| 2012-07-01 | 70.0145285011649 |
| 2012-08-01 | 70.0798519725259 |
| 2012-09-01 | 70.5332191064387 |
| 2012-10-01 | 70.3932501844030 |
| 2012-11-01 | 70.3040885690277 |
| 2012-12-01 | 70.4603231641252 |
| 2013-01-01 | 70.4596486641832 |
| 2013-02-01 | 70.8242165068733 |
| 2013-03-01 | 70.7018188411367 |
| 2013-04-01 | 70.8371560397870 |
| 2013-05-01 | 70.9052358607804 |
| 2013-06-01 | 71.1090010462728 |
| 2013-07-01 | 71.2495134122481 |
| 2013-08-01 | 71.4447326084016 |
| 2013-09-01 | 71.7044708827021 |
| 2013-10-01 | 71.1634814900623 |
| 2013-11-01 | 71.7566510031272 |
| 2013-12-01 | 71.1634474583856 |
| 2014-01-01 | 71.3106914943130 |
| 2014-02-01 | 71.1475711603923 |
| 2014-03-01 | 71.1233775375381 |
| 2014-04-01 | 71.5499728570696 |
| 2014-05-01 | 71.8053191637456 |
| 2014-06-01 | 71.7771598457021 |
| 2014-07-01 | 71.6527369807517 |
| 2014-08-01 | 71.7224132522779 |
| 2014-09-01 | 72.1258621500389 |
| 2014-10-01 | 72.7157414980624 |
| 2014-11-01 | 72.8253002433334 |
| 2014-12-01 | 73.1312506721419 |
| 2015-01-01 | 72.6622158179083 |
| 2015-02-01 | 72.4320043897628 |
| 2015-03-01 | 72.2060295949641 |
| 2015-04-01 | 73.0790842113848 |
| 2015-05-01 | 73.0934580096424 |
| 2015-06-01 | 73.5176842367573 |
| 2015-07-01 | 73.6313332218235 |
| 2015-08-01 | 73.4990733855742 |
| 2015-09-01 | 73.3576446356287 |
| 2015-10-01 | 73.6556606944029 |
| 2015-11-01 | 73.7256954591546 |
| 2015-12-01 | 74.0854579403499 |
| 2016-01-01 | 73.9096210311623 |
| 2016-02-01 | 73.8939361800976 |
| 2016-03-01 | 74.1583991842299 |
| 2016-04-01 | 74.1660017663932 |
| 2016-05-01 | 74.1036698685478 |
| 2016-06-01 | 73.9324455375170 |
| 2016-07-01 | 74.2865217207779 |
| 2016-08-01 | 73.9558565258329 |
| 2016-09-01 | 74.2053430531414 |
| 2016-10-01 | 73.9995651914153 |
| 2016-11-01 | 74.2492664689934 |
| 2016-12-01 | 74.1576829142075 |
| 2017-01-01 | 74.6558918986926 |
| 2017-02-01 | 74.7441885474636 |
| 2017-03-01 | 74.7380273189560 |
| 2017-04-01 | 74.8012482703260 |
| 2017-05-01 | 74.9359766375423 |
| 2017-06-01 | 74.6357818655758 |
| 2017-07-01 | 75.2492716069510 |
| 2017-08-01 | 75.0933369345439 |
| 2017-09-01 | 75.7893394671164 |
| 2017-10-01 | 76.1084115090590 |
| 2017-11-01 | 76.2565193566916 |
| 2017-12-01 | 76.6344954183421 |
| 2018-01-01 | 76.7490829550445 |
| 2018-02-01 | 77.3077676077340 |
| 2018-03-01 | 77.3107058301633 |
| 2018-04-01 | 77.5250698065485 |
| 2018-05-01 | 77.6795097302183 |
| 2018-06-01 | 77.5195749661814 |
| 2018-07-01 | 77.6147026671430 |
| 2018-08-01 | 78.1554969167359 |
| 2018-09-01 | 78.2458977672623 |
| 2018-10-01 | 78.6367140367270 |
| 2018-11-01 | 78.4521056254011 |
| 2018-12-01 | 78.7214515176186 |
| 2019-01-01 | 78.7658760491062 |
| 2019-02-01 | 78.9015708560182 |
| 2019-03-01 | 79.3403968003659 |
| 2019-04-01 | 79.2765578437351 |
| 2019-05-01 | 79.4227956811809 |
| 2019-06-01 | 79.3420021943450 |
| 2019-07-01 | 79.0102165531045 |
| 2019-08-01 | 79.3651314160748 |
| 2019-09-01 | 79.1013533030009 |
| 2019-10-01 | 79.3047262411479 |
| 2019-11-01 | 79.6701286628261 |
| 2019-12-01 | 79.7146329857411 |
| 2020-01-01 | 80.4771994062658 |
| 2020-02-01 | 80.3305697615427 |
| 2020-03-01 | 79.6042034534612 |
| 2020-04-01 | 67.2293451673270 |
| 2020-05-01 | 68.9650664867076 |
| 2020-06-01 | 72.1219792724173 |
| 2020-07-01 | 73.5980576902656 |
| 2020-08-01 | 74.7477138208381 |
| 2020-09-01 | 74.8943539479835 |
| 2020-10-01 | 75.0035853058700 |
| 2020-11-01 | 75.0889571085721 |
| 2020-12-01 | 74.3299424139211 |
| 2021-01-01 | 75.2563961066573 |
| 2021-02-01 | 75.2946261764502 |
| 2021-03-01 | 76.1169230820925 |
| 2021-04-01 | 76.5823512897097 |
| 2021-05-01 | 76.5839675430258 |
| 2021-06-01 | 77.0619539333407 |
| 2021-07-01 | 77.0957997293409 |
| 2021-08-01 | 76.7510628218064 |
| 2021-09-01 | 76.0576340903328 |
| 2021-10-01 | 76.7174326906261 |
| 2021-11-01 | 77.0063454663713 |
| 2021-12-01 | 76.9628210296368 |
| 2022-01-01 | 77.0131959556348 |
| 2022-02-01 | 77.4939760494416 |
| 2022-03-01 | 77.7422560008442 |
| 2022-04-01 | 78.2471868414710 |
| 2022-05-01 | 78.8484848421040 |
| 2022-06-01 | 78.9350789941327 |
| 2022-07-01 | 79.5854105916168 |
| 2022-08-01 | 80.0155189123661 |
| 2022-09-01 | 80.1274271634871 |
| 2022-10-01 | 80.9100138003959 |
| 2022-11-01 | 81.2722879479225 |
| 2022-12-01 | 82.0478653348848 |
| 2023-01-01 | 83.1043300671126 |
| 2023-02-01 | 83.3430692912683 |
| 2023-03-01 | 83.4174718648207 |
| 2023-04-01 | 83.6754650978703 |
| 2023-05-01 | 83.7763199830168 |
| 2023-06-01 | 84.4210224326377 |
| 2023-07-01 | 84.5652381207492 |
| 2023-08-01 | 85.2283105161956 |
| 2023-09-01 | 85.9000371095528 |
| 2023-10-01 | 86.2688688050489 |
| 2023-11-01 | 86.5191771209019 |
| 2023-12-01 | 87.2336722651804 |
| 2024-01-01 | 87.4382581286782 |
| 2024-02-01 | 87.7014127462136 |
| 2024-03-01 | 88.3930348879516 |
| 2024-04-01 | 88.6059399563617 |
| 2024-05-01 | 89.2091630734675 |
| 2024-06-01 | 89.4977274619440 |
| 2024-07-01 | 90.0004385924557 |
| 2024-08-01 | 90.1313416519864 |
| 2024-09-01 | 90.6741874891227 |
| 2024-10-01 | 90.5397897984041 |
| 2024-11-01 | 90.8533111539801 |
| 2024-12-01 | 90.9428987916477 |
| 2025-01-01 | 91.0629523409897 |
| 2025-02-01 | 91.3830503689774 |
| 2025-03-01 | 91.3908859964131 |
| 2025-04-01 | 91.5508084734697 |
| 2025-05-01 | 91.8314406290509 |
| 2025-06-01 | 92.3606933647017 |
| 2025-07-01 | 92.6678753407146 |
| 2025-08-01 | 93.0902463093150 |
| 2025-09-01 | 93.2370559325160 |
| 2025-10-01 | 93.6114327864148 |
| 2025-11-01 | 94.1895135052740 |
| 2025-12-01 | 94.5819235348756 |
| 2026-01-01 | 95.9362900849400 |
| 2026-02-01 | 95.2783669885834 |
| 2026-03-01 | 95.6687068065726 |
| 2026-04-01 | 96.1470057334579 |