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 2026-07-01 |
| Last Updated | 2026-08-21 7:47 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 | 39.7143030161635 |
| 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 | 40.6571349954062 |
| 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 | 40.8796946602893 |
| 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 | 41.6797797348205 |
| 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 | 43.4408664211209 |
| 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 | 44.6719852123215 |
| 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 | 44.9960237816266 |
| 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 | 48.3421619347015 |
| 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 | 48.6208821968241 |
| 1999-10-01 | 49.3673353901170 |
| 1999-11-01 | 49.4367183584685 |
| 1999-12-01 | 49.5612130073888 |
| 2000-01-01 | 49.9334049945128 |
| 2000-02-01 | 49.9874224089900 |
| 2000-03-01 | 49.6589568933339 |
| 2000-04-01 | 50.5500625517725 |
| 2000-05-01 | 50.9837183370699 |
| 2000-06-01 | 51.5905156899542 |
| 2000-07-01 | 51.2574176415887 |
| 2000-08-01 | 51.2882237715832 |
| 2000-09-01 | 51.3699406083097 |
| 2000-10-01 | 51.1614779482240 |
| 2000-11-01 | 51.4600508416457 |
| 2000-12-01 | 51.4412884846349 |
| 2001-01-01 | 51.5527805313210 |
| 2001-02-01 | 51.5957886899033 |
| 2001-03-01 | 51.7858525875857 |
| 2001-04-01 | 51.7763985911610 |
| 2001-05-01 | 51.7356744140072 |
| 2001-06-01 | 52.1641076797426 |
| 2001-07-01 | 52.3288207870871 |
| 2001-08-01 | 52.9102928166164 |
| 2001-09-01 | 52.9228010886427 |
| 2001-10-01 | 52.4281495861596 |
| 2001-11-01 | 52.6256164637848 |
| 2001-12-01 | 52.8561455180014 |
| 2002-01-01 | 52.8727767159844 |
| 2002-02-01 | 52.6980653844843 |
| 2002-03-01 | 52.8296322188911 |
| 2002-04-01 | 52.8641572417656 |
| 2002-05-01 | 53.1784322557196 |
| 2002-06-01 | 53.3559673502194 |
| 2002-07-01 | 53.7163961912835 |
| 2002-08-01 | 53.8088698807004 |
| 2002-09-01 | 54.2072623737574 |
| 2002-10-01 | 54.5401513226773 |
| 2002-11-01 | 54.7144201158458 |
| 2002-12-01 | 54.1981364914063 |
| 2003-01-01 | 55.4340053015758 |
| 2003-02-01 | 54.9847088892475 |
| 2003-03-01 | 55.0123160006755 |
| 2003-04-01 | 55.4016399902988 |
| 2003-05-01 | 55.4858956841810 |
| 2003-06-01 | 55.5961618773093 |
| 2003-07-01 | 55.6113167661897 |
| 2003-08-01 | 55.8511075179861 |
| 2003-09-01 | 56.0339390847488 |
| 2003-10-01 | 56.2402763931204 |
| 2003-11-01 | 56.5386055882264 |
| 2003-12-01 | 56.7324274537761 |
| 2004-01-01 | 56.5145957132736 |
| 2004-02-01 | 57.3353069790577 |
| 2004-03-01 | 57.3626063182016 |
| 2004-04-01 | 57.3081628956093 |
| 2004-05-01 | 57.5804503751131 |
| 2004-06-01 | 58.0408503802525 |
| 2004-07-01 | 57.7478014939454 |
| 2004-08-01 | 57.6555393335888 |
| 2004-09-01 | 57.3875755726490 |
| 2004-10-01 | 58.0440447231028 |
| 2004-11-01 | 58.1062050905108 |
| 2004-12-01 | 57.3917266540453 |
| 2005-01-01 | 58.3461264166861 |
| 2005-02-01 | 58.1387248679573 |
| 2005-03-01 | 58.3026739218209 |
| 2005-04-01 | 58.8219480086587 |
| 2005-05-01 | 58.8587671508149 |
| 2005-06-01 | 59.1687790450426 |
| 2005-07-01 | 59.6812991369299 |
| 2005-08-01 | 59.3461712880973 |
| 2005-09-01 | 59.3450666844878 |
| 2005-10-01 | 59.4920029640741 |
| 2005-11-01 | 59.6733489771525 |
| 2005-12-01 | 59.8069707266411 |
| 2006-01-01 | 60.2094108910431 |
| 2006-02-01 | 60.2115828826414 |
| 2006-03-01 | 60.7169946252011 |
| 2006-04-01 | 60.6254041523539 |
| 2006-05-01 | 60.5514798742409 |
| 2006-06-01 | 60.5986587627827 |
| 2006-07-01 | 60.7974744741246 |
| 2006-08-01 | 60.9004629408128 |
| 2006-09-01 | 61.3062830953532 |
| 2006-10-01 | 61.5827992219197 |
| 2006-11-01 | 61.4202960026699 |
| 2006-12-01 | 61.6032300266792 |
| 2007-01-01 | 61.7045365125777 |
| 2007-02-01 | 61.5387584125516 |
| 2007-03-01 | 62.1407992348775 |
| 2007-04-01 | 62.2729494401088 |
| 2007-05-01 | 62.6265897998868 |
| 2007-06-01 | 62.7347044533469 |
| 2007-07-01 | 62.8356172899914 |
| 2007-08-01 | 63.6054120295180 |
| 2007-09-01 | 63.4512114948734 |
| 2007-10-01 | 63.7090628725141 |
| 2007-11-01 | 63.5378276324771 |
| 2007-12-01 | 63.7757160779498 |
| 2008-01-01 | 63.8218007890611 |
| 2008-02-01 | 64.1351782490257 |
| 2008-03-01 | 64.0951247155808 |
| 2008-04-01 | 64.3434380573433 |
| 2008-05-01 | 63.5861200277957 |
| 2008-06-01 | 64.3147341955387 |
| 2008-07-01 | 64.5705073949182 |
| 2008-08-01 | 64.9984544469462 |
| 2008-09-01 | 64.5922868104121 |
| 2008-10-01 | 64.5845168973971 |
| 2008-11-01 | 64.9402156351824 |
| 2008-12-01 | 65.1818173305690 |
| 2009-01-01 | 65.9441218519745 |
| 2009-02-01 | 65.3022071561384 |
| 2009-03-01 | 65.3785421175197 |
| 2009-04-01 | 65.4508009079181 |
| 2009-05-01 | 65.1251847172827 |
| 2009-06-01 | 65.3399642708011 |
| 2009-07-01 | 65.6915318315800 |
| 2009-08-01 | 65.9513905315652 |
| 2009-09-01 | 65.7888851960865 |
| 2009-10-01 | 66.1529238945171 |
| 2009-11-01 | 66.4265457098243 |
| 2009-12-01 | 66.5071799988763 |
| 2010-01-01 | 66.4010952446128 |
| 2010-02-01 | 67.0894479534524 |
| 2010-03-01 | 66.9924795861150 |
| 2010-04-01 | 66.8343011860547 |
| 2010-05-01 | 67.2660228436838 |
| 2010-06-01 | 67.1542332493708 |
| 2010-07-01 | 67.1192315280634 |
| 2010-08-01 | 67.7673577970005 |
| 2010-09-01 | 67.2549155257015 |
| 2010-10-01 | 67.1154604967042 |
| 2010-11-01 | 67.2009299778540 |
| 2010-12-01 | 67.5741271826078 |
| 2011-01-01 | 68.0570772610497 |
| 2011-02-01 | 67.5241814837531 |
| 2011-03-01 | 67.4357371738027 |
| 2011-04-01 | 67.5071574572466 |
| 2011-05-01 | 68.0020673519677 |
| 2011-06-01 | 68.2601926230140 |
| 2011-07-01 | 68.3650011276013 |
| 2011-08-01 | 68.3054536722023 |
| 2011-09-01 | 68.2813680859921 |
| 2011-10-01 | 68.6272520239682 |
| 2011-11-01 | 68.8545478973907 |
| 2011-12-01 | 68.8263946583900 |
| 2012-01-01 | 69.3727930573777 |
| 2012-02-01 | 69.7043544900663 |
| 2012-03-01 | 69.9618208938498 |
| 2012-04-01 | 70.0255794913307 |
| 2012-05-01 | 69.9406593128756 |
| 2012-06-01 | 70.2089761107170 |
| 2012-07-01 | 70.0145300092332 |
| 2012-08-01 | 70.0798544910682 |
| 2012-09-01 | 70.5332239552425 |
| 2012-10-01 | 70.3932537545164 |
| 2012-11-01 | 70.3040896927659 |
| 2012-12-01 | 70.4603165676873 |
| 2013-01-01 | 70.4596455051328 |
| 2013-02-01 | 70.8242064083698 |
| 2013-03-01 | 70.7018176860121 |
| 2013-04-01 | 70.8371577932907 |
| 2013-05-01 | 70.9052378041429 |
| 2013-06-01 | 71.1090023033815 |
| 2013-07-01 | 71.2495167684863 |
| 2013-08-01 | 71.4447382885827 |
| 2013-09-01 | 71.7044782949497 |
| 2013-10-01 | 71.1634881280242 |
| 2013-11-01 | 71.7566572232942 |
| 2013-12-01 | 71.1634457097019 |
| 2014-01-01 | 71.3106554429795 |
| 2014-02-01 | 71.1475633472328 |
| 2014-03-01 | 71.1233794879853 |
| 2014-04-01 | 71.5499743376922 |
| 2014-05-01 | 71.8053205754373 |
| 2014-06-01 | 71.7771644254027 |
| 2014-07-01 | 71.6527476950457 |
| 2014-08-01 | 71.7224253036000 |
| 2014-09-01 | 72.1258834244800 |
| 2014-10-01 | 72.7157569995249 |
| 2014-11-01 | 72.8253033433943 |
| 2014-12-01 | 73.1312351077172 |
| 2015-01-01 | 72.6621214241681 |
| 2015-02-01 | 72.4319899385944 |
| 2015-03-01 | 72.2060428731438 |
| 2015-04-01 | 73.0791099513149 |
| 2015-05-01 | 73.0934833333869 |
| 2015-06-01 | 73.5177036737490 |
| 2015-07-01 | 73.6313512335535 |
| 2015-08-01 | 73.4990853499198 |
| 2015-09-01 | 73.3576791312869 |
| 2015-10-01 | 73.6556835135817 |
| 2015-11-01 | 73.7256790981517 |
| 2015-12-01 | 74.0853960612549 |
| 2016-01-01 | 73.9094313278164 |
| 2016-02-01 | 73.8939010685454 |
| 2016-03-01 | 74.1584496961278 |
| 2016-04-01 | 74.1661055655296 |
| 2016-05-01 | 74.1037659772412 |
| 2016-06-01 | 73.9324886980818 |
| 2016-07-01 | 74.2865397411871 |
| 2016-08-01 | 73.9558567243788 |
| 2016-09-01 | 74.2053595084433 |
| 2016-10-01 | 73.9995864962909 |
| 2016-11-01 | 74.2492686103912 |
| 2016-12-01 | 74.1576698849517 |
| 2017-01-01 | 74.6551797011214 |
| 2017-02-01 | 74.7442728197646 |
| 2017-03-01 | 74.7381603899345 |
| 2017-04-01 | 74.8014511880716 |
| 2017-05-01 | 74.9364108733840 |
| 2017-06-01 | 74.6358546136016 |
| 2017-07-01 | 75.2491461791112 |
| 2017-08-01 | 75.0932552394339 |
| 2017-09-01 | 75.7893545718711 |
| 2017-10-01 | 76.1084479408561 |
| 2017-11-01 | 76.2565437222572 |
| 2017-12-01 | 76.6344714994215 |
| 2018-01-01 | 76.7477864916836 |
| 2018-02-01 | 77.3079665979488 |
| 2018-03-01 | 77.3109345633839 |
| 2018-04-01 | 77.5254138695661 |
| 2018-05-01 | 77.6803506990085 |
| 2018-06-01 | 77.5196963332829 |
| 2018-07-01 | 77.6144104980142 |
| 2018-08-01 | 78.1552904567041 |
| 2018-09-01 | 78.2460596700218 |
| 2018-10-01 | 78.6367553918548 |
| 2018-11-01 | 78.4521290271957 |
| 2018-12-01 | 78.7213640012190 |
| 2019-01-01 | 78.7639404968720 |
| 2019-02-01 | 78.9018225791588 |
| 2019-03-01 | 79.3406977188780 |
| 2019-04-01 | 79.2770562985243 |
| 2019-05-01 | 79.4240672624344 |
| 2019-06-01 | 79.3421652956970 |
| 2019-07-01 | 79.0097813105914 |
| 2019-08-01 | 79.3648635114866 |
| 2019-09-01 | 79.1016795226887 |
| 2019-10-01 | 79.3048020815125 |
| 2019-11-01 | 79.6702881550933 |
| 2019-12-01 | 79.7147306341315 |
| 2020-01-01 | 80.4738558416896 |
| 2020-02-01 | 80.3310669169290 |
| 2020-03-01 | 79.6046827983338 |
| 2020-04-01 | 67.2298904984624 |
| 2020-05-01 | 68.9662970219603 |
| 2020-06-01 | 72.1222654306835 |
| 2020-07-01 | 73.5977785548631 |
| 2020-08-01 | 74.7475682156247 |
| 2020-09-01 | 74.8948256897647 |
| 2020-10-01 | 75.0035438577142 |
| 2020-11-01 | 75.0889369285267 |
| 2020-12-01 | 74.3298739922843 |
| 2021-01-01 | 75.2516539848927 |
| 2021-02-01 | 75.2952888998544 |
| 2021-03-01 | 76.1180469590817 |
| 2021-04-01 | 76.5839219674268 |
| 2021-05-01 | 76.5861640321870 |
| 2021-06-01 | 77.0626460282041 |
| 2021-07-01 | 77.0953559735877 |
| 2021-08-01 | 76.7504498699740 |
| 2021-09-01 | 76.0577072237986 |
| 2021-10-01 | 76.7169761072301 |
| 2021-11-01 | 77.0056858359981 |
| 2021-12-01 | 76.9618285080817 |
| 2022-01-01 | 77.0064021295391 |
| 2022-02-01 | 77.4946256239022 |
| 2022-03-01 | 77.7452032257267 |
| 2022-04-01 | 78.2517951990808 |
| 2022-05-01 | 78.8531447445771 |
| 2022-06-01 | 78.9367316107252 |
| 2022-07-01 | 79.5839909145522 |
| 2022-08-01 | 80.0127170070751 |
| 2022-09-01 | 80.1262250959757 |
| 2022-10-01 | 80.9090484612930 |
| 2022-11-01 | 81.2699243221599 |
| 2022-12-01 | 82.0436942903224 |
| 2023-01-01 | 83.0963971365161 |
| 2023-02-01 | 83.3419266746089 |
| 2023-03-01 | 83.4199984150360 |
| 2023-04-01 | 83.6870308357743 |
| 2023-05-01 | 83.7987451215975 |
| 2023-06-01 | 84.4219911450068 |
| 2023-07-01 | 84.5524216250863 |
| 2023-08-01 | 85.2221514442484 |
| 2023-09-01 | 85.8972270635646 |
| 2023-10-01 | 86.2671276309380 |
| 2023-11-01 | 86.5147573979546 |
| 2023-12-01 | 87.2254103992852 |
| 2024-01-01 | 87.4277668867595 |
| 2024-02-01 | 87.6973273730403 |
| 2024-03-01 | 88.3950900322179 |
| 2024-04-01 | 88.6286925987498 |
| 2024-05-01 | 89.2568563642249 |
| 2024-06-01 | 89.5021207025412 |
| 2024-07-01 | 89.9645555392117 |
| 2024-08-01 | 90.1212624871929 |
| 2024-09-01 | 90.6697337061850 |
| 2024-10-01 | 90.5373931865404 |
| 2024-11-01 | 90.8467087129826 |
| 2024-12-01 | 90.9301506036843 |
| 2025-01-01 | 91.0510535923968 |
| 2025-02-01 | 91.3750913515458 |
| 2025-03-01 | 91.3909275009617 |
| 2025-04-01 | 91.5857541490192 |
| 2025-05-01 | 91.9091436716813 |
| 2025-06-01 | 92.3712174901773 |
| 2025-07-01 | 92.6001673587638 |
| 2025-08-01 | 93.0770856068326 |
| 2025-09-01 | 93.2315640472512 |
| 2025-10-01 | 93.6083731229302 |
| 2025-11-01 | 94.1812831026359 |
| 2025-12-01 | 94.5658588605699 |
| 2026-01-01 | 95.9221762556444 |
| 2026-02-01 | 95.2668158877732 |
| 2026-03-01 | 95.6683101004645 |
| 2026-04-01 | 96.0942528946822 |
| 2026-05-01 | 96.3501768606117 |
| 2026-06-01 | 96.8533407514763 |
| 2026-07-01 | 97.3808144429412 |