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 2026-09-01 |
| Last Updated | 2026-10-20 9:40 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 | 37.5638375185 |
| 1990-02-01 | 37.6371295010 |
| 1990-03-01 | 38.1349365680 |
| 1990-04-01 | 38.4559857169 |
| 1990-05-01 | 38.5105964153 |
| 1990-06-01 | 38.0889738243 |
| 1990-07-01 | 38.4526938719 |
| 1990-08-01 | 38.5975981314 |
| 1990-09-01 | 39.0164367030 |
| 1990-10-01 | 39.1899561964 |
| 1990-11-01 | 39.4366520878 |
| 1990-12-01 | 39.7143030162 |
| 1991-01-01 | 39.9413859228 |
| 1991-02-01 | 40.1270691711 |
| 1991-03-01 | 40.2893344575 |
| 1991-04-01 | 40.2305617941 |
| 1991-05-01 | 40.3978268894 |
| 1991-06-01 | 40.6571349954 |
| 1991-07-01 | 40.5010766244 |
| 1991-08-01 | 40.8808676541 |
| 1991-09-01 | 40.8990711324 |
| 1991-10-01 | 40.8626065139 |
| 1991-11-01 | 40.9028994026 |
| 1991-12-01 | 40.9984041028 |
| 1992-01-01 | 40.8796946603 |
| 1992-02-01 | 40.9126513631 |
| 1992-03-01 | 40.8585957856 |
| 1992-04-01 | 41.2372249329 |
| 1992-05-01 | 41.4198334208 |
| 1992-06-01 | 41.2632491193 |
| 1992-07-01 | 41.5923467055 |
| 1992-08-01 | 41.6930676872 |
| 1992-09-01 | 41.6797797348 |
| 1992-10-01 | 42.2551861836 |
| 1992-11-01 | 42.3697508745 |
| 1992-12-01 | 42.1973389182 |
| 1993-01-01 | 43.0654777278 |
| 1993-02-01 | 42.9796426638 |
| 1993-03-01 | 42.3971695858 |
| 1993-04-01 | 43.2304069262 |
| 1993-05-01 | 43.3386425740 |
| 1993-06-01 | 43.6399687034 |
| 1993-07-01 | 43.5919980770 |
| 1993-08-01 | 43.5507378694 |
| 1993-09-01 | 43.4408664211 |
| 1993-10-01 | 43.6566346172 |
| 1993-11-01 | 43.6450570736 |
| 1993-12-01 | 43.7107306228 |
| 1994-01-01 | 43.8988569571 |
| 1994-02-01 | 43.8249102536 |
| 1994-03-01 | 44.1188825297 |
| 1994-04-01 | 44.2614929002 |
| 1994-05-01 | 44.2824851405 |
| 1994-06-01 | 44.4639505400 |
| 1994-07-01 | 44.6719852123 |
| 1994-08-01 | 44.6731139638 |
| 1994-09-01 | 44.9113634630 |
| 1994-10-01 | 44.4670890478 |
| 1994-11-01 | 44.7344907973 |
| 1994-12-01 | 44.7455022684 |
| 1995-01-01 | 44.7109449784 |
| 1995-02-01 | 44.7657469579 |
| 1995-03-01 | 45.1499819820 |
| 1995-04-01 | 44.8887986608 |
| 1995-05-01 | 44.9166724063 |
| 1995-06-01 | 44.9960237816 |
| 1995-07-01 | 44.8353292216 |
| 1995-08-01 | 44.9650260552 |
| 1995-09-01 | 45.5959878484 |
| 1995-10-01 | 45.2025168620 |
| 1995-11-01 | 45.3261552349 |
| 1995-12-01 | 45.3771179719 |
| 1996-01-01 | 45.1922729844 |
| 1996-02-01 | 45.4946886957 |
| 1996-03-01 | 45.5058029103 |
| 1996-04-01 | 45.4275201612 |
| 1996-05-01 | 45.4478328826 |
| 1996-06-01 | 45.4985069324 |
| 1996-07-01 | 45.9743628990 |
| 1996-08-01 | 45.9585629808 |
| 1996-09-01 | 46.4115222213 |
| 1996-10-01 | 46.3266684262 |
| 1996-11-01 | 46.3002157314 |
| 1996-12-01 | 46.3867468349 |
| 1997-01-01 | 46.6777166829 |
| 1997-02-01 | 46.7443513176 |
| 1997-03-01 | 46.6785892038 |
| 1997-04-01 | 46.7495185110 |
| 1997-05-01 | 46.9536762894 |
| 1997-06-01 | 47.0304295756 |
| 1997-07-01 | 47.1013575064 |
| 1997-08-01 | 47.3540922159 |
| 1997-09-01 | 47.4321406022 |
| 1997-10-01 | 47.8634190347 |
| 1997-11-01 | 47.6454024501 |
| 1997-12-01 | 47.7820987173 |
| 1998-01-01 | 48.0253827027 |
| 1998-02-01 | 48.3282035127 |
| 1998-03-01 | 48.5668647775 |
| 1998-04-01 | 49.2667944595 |
| 1998-05-01 | 49.3704889588 |
| 1998-06-01 | 48.6253807412 |
| 1998-07-01 | 48.7495720859 |
| 1998-08-01 | 48.6251873255 |
| 1998-09-01 | 48.3421619347 |
| 1998-10-01 | 48.4145187043 |
| 1998-11-01 | 48.7926364764 |
| 1998-12-01 | 49.2671328931 |
| 1999-01-01 | 48.7243155393 |
| 1999-02-01 | 49.0911678108 |
| 1999-03-01 | 49.3985157064 |
| 1999-04-01 | 48.8238210758 |
| 1999-05-01 | 48.7310237091 |
| 1999-06-01 | 48.8834208908 |
| 1999-07-01 | 48.7107877616 |
| 1999-08-01 | 49.0759179110 |
| 1999-09-01 | 48.6208821968 |
| 1999-10-01 | 49.3673353901 |
| 1999-11-01 | 49.4367183585 |
| 1999-12-01 | 49.5612130074 |
| 2000-01-01 | 49.9334049945 |
| 2000-02-01 | 49.9874224090 |
| 2000-03-01 | 49.6589568933 |
| 2000-04-01 | 50.5500625518 |
| 2000-05-01 | 50.9837183371 |
| 2000-06-01 | 51.5905156900 |
| 2000-07-01 | 51.2574176416 |
| 2000-08-01 | 51.2882237716 |
| 2000-09-01 | 51.3699406083 |
| 2000-10-01 | 51.1614779482 |
| 2000-11-01 | 51.4600508416 |
| 2000-12-01 | 51.4412884846 |
| 2001-01-01 | 51.5527805313 |
| 2001-02-01 | 51.5957886899 |
| 2001-03-01 | 51.7858525876 |
| 2001-04-01 | 51.7763985912 |
| 2001-05-01 | 51.7356744140 |
| 2001-06-01 | 52.1641076797 |
| 2001-07-01 | 52.3288207871 |
| 2001-08-01 | 52.9102928166 |
| 2001-09-01 | 52.9228010886 |
| 2001-10-01 | 52.4281495862 |
| 2001-11-01 | 52.6256164638 |
| 2001-12-01 | 52.8561455180 |
| 2002-01-01 | 52.8727767160 |
| 2002-02-01 | 52.6980653845 |
| 2002-03-01 | 52.8296322189 |
| 2002-04-01 | 52.8641572418 |
| 2002-05-01 | 53.1784322557 |
| 2002-06-01 | 53.3559673502 |
| 2002-07-01 | 53.7163961913 |
| 2002-08-01 | 53.8088698807 |
| 2002-09-01 | 54.2072623738 |
| 2002-10-01 | 54.5401513227 |
| 2002-11-01 | 54.7144201158 |
| 2002-12-01 | 54.1981364914 |
| 2003-01-01 | 55.4340053016 |
| 2003-02-01 | 54.9847088892 |
| 2003-03-01 | 55.0123160007 |
| 2003-04-01 | 55.4016399903 |
| 2003-05-01 | 55.4858956842 |
| 2003-06-01 | 55.5961618773 |
| 2003-07-01 | 55.6113167662 |
| 2003-08-01 | 55.8511075180 |
| 2003-09-01 | 56.0339390847 |
| 2003-10-01 | 56.2402763931 |
| 2003-11-01 | 56.5386055882 |
| 2003-12-01 | 56.7324274538 |
| 2004-01-01 | 56.5145957133 |
| 2004-02-01 | 57.3353069791 |
| 2004-03-01 | 57.3626063182 |
| 2004-04-01 | 57.3081628956 |
| 2004-05-01 | 57.5804503751 |
| 2004-06-01 | 58.0408503803 |
| 2004-07-01 | 57.7478014940 |
| 2004-08-01 | 57.6555393335 |
| 2004-09-01 | 57.3875755727 |
| 2004-10-01 | 58.0440447230 |
| 2004-11-01 | 58.1062050904 |
| 2004-12-01 | 57.3917266540 |
| 2005-01-01 | 58.3461264167 |
| 2005-02-01 | 58.1387248681 |
| 2005-03-01 | 58.3026739219 |
| 2005-04-01 | 58.8219480087 |
| 2005-05-01 | 58.8587671508 |
| 2005-06-01 | 59.1687790450 |
| 2005-07-01 | 59.6812991369 |
| 2005-08-01 | 59.3461712881 |
| 2005-09-01 | 59.3450666843 |
| 2005-10-01 | 59.4920029638 |
| 2005-11-01 | 59.6733489769 |
| 2005-12-01 | 59.8069707266 |
| 2006-01-01 | 60.2094108914 |
| 2006-02-01 | 60.2115828831 |
| 2006-03-01 | 60.7169946257 |
| 2006-04-01 | 60.6254041527 |
| 2006-05-01 | 60.5514798743 |
| 2006-06-01 | 60.5986587625 |
| 2006-07-01 | 60.7974744737 |
| 2006-08-01 | 60.9004629403 |
| 2006-09-01 | 61.3062830942 |
| 2006-10-01 | 61.5827992212 |
| 2006-11-01 | 61.4202960027 |
| 2006-12-01 | 61.6032300272 |
| 2007-01-01 | 61.7045365123 |
| 2007-02-01 | 61.5387584171 |
| 2007-03-01 | 62.1407992350 |
| 2007-04-01 | 62.2729494401 |
| 2007-05-01 | 62.6265897997 |
| 2007-06-01 | 62.7347044527 |
| 2007-07-01 | 62.8356172888 |
| 2007-08-01 | 63.6054120267 |
| 2007-09-01 | 63.4512114925 |
| 2007-10-01 | 63.7090628714 |
| 2007-11-01 | 63.5378276324 |
| 2007-12-01 | 63.7757160778 |
| 2008-01-01 | 63.8218007883 |
| 2008-02-01 | 64.1351782567 |
| 2008-03-01 | 64.0951247163 |
| 2008-04-01 | 64.3434380610 |
| 2008-05-01 | 63.5861200358 |
| 2008-06-01 | 64.3147342014 |
| 2008-07-01 | 64.5705073929 |
| 2008-08-01 | 64.9984544341 |
| 2008-09-01 | 64.5922867940 |
| 2008-10-01 | 64.5845168818 |
| 2008-11-01 | 64.9402156239 |
| 2008-12-01 | 65.1818173522 |
| 2009-01-01 | 65.9441218520 |
| 2009-02-01 | 65.3022071747 |
| 2009-03-01 | 65.3785421322 |
| 2009-04-01 | 65.4508009242 |
| 2009-05-01 | 65.1251847312 |
| 2009-06-01 | 65.3399642648 |
| 2009-07-01 | 65.6915317995 |
| 2009-08-01 | 65.9513904760 |
| 2009-09-01 | 65.7888851553 |
| 2009-10-01 | 66.1529239110 |
| 2009-11-01 | 66.4265457686 |
| 2009-12-01 | 66.5071800990 |
| 2010-01-01 | 66.4010952329 |
| 2010-02-01 | 67.0894479004 |
| 2010-03-01 | 66.9924795414 |
| 2010-04-01 | 66.8343011886 |
| 2010-05-01 | 67.2660228640 |
| 2010-06-01 | 67.1542332429 |
| 2010-07-01 | 67.1192315007 |
| 2010-08-01 | 67.7673577794 |
| 2010-09-01 | 67.2549151671 |
| 2010-10-01 | 67.1154607398 |
| 2010-11-01 | 67.2009302389 |
| 2010-12-01 | 67.5741274272 |
| 2011-01-01 | 68.0570771614 |
| 2011-02-01 | 67.5241812375 |
| 2011-03-01 | 67.4357371389 |
| 2011-04-01 | 67.5071576843 |
| 2011-05-01 | 68.0020677732 |
| 2011-06-01 | 68.2601927538 |
| 2011-07-01 | 68.3650006883 |
| 2011-08-01 | 68.3054529325 |
| 2011-09-01 | 68.2813661589 |
| 2011-10-01 | 68.6272514752 |
| 2011-11-01 | 68.8545483826 |
| 2011-12-01 | 68.8263981075 |
| 2012-01-01 | 69.3727953825 |
| 2012-02-01 | 69.7043532464 |
| 2012-03-01 | 69.9618211086 |
| 2012-04-01 | 70.0255791002 |
| 2012-05-01 | 69.9406585892 |
| 2012-06-01 | 70.2089755115 |
| 2012-07-01 | 70.0145290098 |
| 2012-08-01 | 70.0798530096 |
| 2012-09-01 | 70.5332192910 |
| 2012-10-01 | 70.3932511274 |
| 2012-11-01 | 70.3040906400 |
| 2012-12-01 | 70.4603258710 |
| 2013-01-01 | 70.4596539568 |
| 2013-02-01 | 70.8242067058 |
| 2013-03-01 | 70.7018180520 |
| 2013-04-01 | 70.8371536264 |
| 2013-05-01 | 70.9052325268 |
| 2013-06-01 | 71.1090004377 |
| 2013-07-01 | 71.2495150826 |
| 2013-08-01 | 71.4447356073 |
| 2013-09-01 | 71.7044732032 |
| 2013-10-01 | 71.1634823107 |
| 2013-11-01 | 71.7566497134 |
| 2013-12-01 | 71.1634456263 |
| 2014-01-01 | 71.3107224096 |
| 2014-02-01 | 71.1475510706 |
| 2014-03-01 | 71.1233733587 |
| 2014-04-01 | 71.5499708895 |
| 2014-05-01 | 71.8053166938 |
| 2014-06-01 | 71.7771407814 |
| 2014-07-01 | 71.6527305389 |
| 2014-08-01 | 71.7224513761 |
| 2014-09-01 | 72.1258489583 |
| 2014-10-01 | 72.7157301600 |
| 2014-11-01 | 72.8252948803 |
| 2014-12-01 | 73.1312520502 |
| 2015-01-01 | 72.6622813606 |
| 2015-02-01 | 72.4319878391 |
| 2015-03-01 | 72.2060261271 |
| 2015-04-01 | 73.0790807089 |
| 2015-05-01 | 73.0934524445 |
| 2015-06-01 | 73.5176418883 |
| 2015-07-01 | 73.6313115133 |
| 2015-08-01 | 73.4991388655 |
| 2015-09-01 | 73.3576014576 |
| 2015-10-01 | 73.6556245374 |
| 2015-11-01 | 73.7256861502 |
| 2015-12-01 | 74.0854803528 |
| 2016-01-01 | 73.9097497160 |
| 2016-02-01 | 73.8939451262 |
| 2016-03-01 | 74.1584034143 |
| 2016-04-01 | 74.1659864184 |
| 2016-05-01 | 74.1036403820 |
| 2016-06-01 | 73.9323660718 |
| 2016-07-01 | 74.2864736505 |
| 2016-08-01 | 73.9559411468 |
| 2016-09-01 | 74.2052791691 |
| 2016-10-01 | 73.9995072930 |
| 2016-11-01 | 74.2492183493 |
| 2016-12-01 | 74.1576532084 |
| 2017-01-01 | 74.6563221316 |
| 2017-02-01 | 74.7441969329 |
| 2017-03-01 | 74.7379878190 |
| 2017-04-01 | 74.8011777812 |
| 2017-05-01 | 74.9359460706 |
| 2017-06-01 | 74.6356549472 |
| 2017-07-01 | 75.2491076445 |
| 2017-08-01 | 75.0935078379 |
| 2017-09-01 | 75.7892506205 |
| 2017-10-01 | 76.1083359080 |
| 2017-11-01 | 76.2564432857 |
| 2017-12-01 | 76.6344034523 |
| 2018-01-01 | 76.7498535344 |
| 2018-02-01 | 77.3078466591 |
| 2018-03-01 | 77.3106043562 |
| 2018-04-01 | 77.5248915397 |
| 2018-05-01 | 77.6794600256 |
| 2018-06-01 | 77.5193650350 |
| 2018-07-01 | 77.6143076587 |
| 2018-08-01 | 78.1555726298 |
| 2018-09-01 | 78.2463632583 |
| 2018-10-01 | 78.6364291551 |
| 2018-11-01 | 78.4519194875 |
| 2018-12-01 | 78.7213133628 |
| 2019-01-01 | 78.7670181733 |
| 2019-02-01 | 78.9017272782 |
| 2019-03-01 | 79.3402246116 |
| 2019-04-01 | 79.2762532117 |
| 2019-05-01 | 79.4226936294 |
| 2019-06-01 | 79.3417161642 |
| 2019-07-01 | 79.0095869002 |
| 2019-08-01 | 79.3650671916 |
| 2019-09-01 | 79.1024417511 |
| 2019-10-01 | 79.3042563464 |
| 2019-11-01 | 79.6697626411 |
| 2019-12-01 | 79.7142815090 |
| 2020-01-01 | 80.4792058991 |
| 2020-02-01 | 80.3305900459 |
| 2020-03-01 | 79.6038825884 |
| 2020-04-01 | 67.2289890023 |
| 2020-05-01 | 68.9648971133 |
| 2020-06-01 | 72.1216495711 |
| 2020-07-01 | 73.5973818200 |
| 2020-08-01 | 74.7474894530 |
| 2020-09-01 | 74.8959940967 |
| 2020-10-01 | 75.0028765884 |
| 2020-11-01 | 75.0882786096 |
| 2020-12-01 | 74.3293122384 |
| 2021-01-01 | 75.2590772713 |
| 2021-02-01 | 75.2948304065 |
| 2021-03-01 | 76.1171579329 |
| 2021-04-01 | 76.5824856090 |
| 2021-05-01 | 76.5837206157 |
| 2021-06-01 | 77.0606647741 |
| 2021-07-01 | 77.0936434752 |
| 2021-08-01 | 76.7495929831 |
| 2021-09-01 | 76.0593790874 |
| 2021-10-01 | 76.7172877184 |
| 2021-11-01 | 77.0064186289 |
| 2021-12-01 | 76.9626620805 |
| 2022-01-01 | 77.0167899850 |
| 2022-02-01 | 77.4949219897 |
| 2022-03-01 | 77.7441400696 |
| 2022-04-01 | 78.2489804575 |
| 2022-05-01 | 78.8479865953 |
| 2022-06-01 | 78.9305748520 |
| 2022-07-01 | 79.5782976193 |
| 2022-08-01 | 80.0097800878 |
| 2022-09-01 | 80.1292816874 |
| 2022-10-01 | 80.9130494657 |
| 2022-11-01 | 81.2760422932 |
| 2022-12-01 | 82.0501601368 |
| 2023-01-01 | 83.1095918047 |
| 2023-02-01 | 83.3446033175 |
| 2023-03-01 | 83.4193291545 |
| 2023-04-01 | 83.6809437365 |
| 2023-05-01 | 83.7862003913 |
| 2023-06-01 | 84.4037566124 |
| 2023-07-01 | 84.5452905549 |
| 2023-08-01 | 85.2046165066 |
| 2023-09-01 | 85.9046960100 |
| 2023-10-01 | 86.2868693568 |
| 2023-11-01 | 86.5326114592 |
| 2023-12-01 | 87.2402358178 |
| 2024-01-01 | 87.4444335173 |
| 2024-02-01 | 87.7023250915 |
| 2024-03-01 | 88.3931192095 |
| 2024-04-01 | 88.6165767692 |
| 2024-05-01 | 89.2342970905 |
| 2024-06-01 | 89.4692116730 |
| 2024-07-01 | 89.9546095521 |
| 2024-08-01 | 90.0732589257 |
| 2024-09-01 | 90.6919310916 |
| 2024-10-01 | 90.5780277154 |
| 2024-11-01 | 90.8795120097 |
| 2024-12-01 | 90.9553250437 |
| 2025-01-01 | 91.0701133869 |
| 2025-02-01 | 91.3827628224 |
| 2025-03-01 | 91.3873813010 |
| 2025-04-01 | 91.5671222078 |
| 2025-05-01 | 91.8760881854 |
| 2025-06-01 | 92.3230207156 |
| 2025-07-01 | 92.5899402619 |
| 2025-08-01 | 92.9896399472 |
| 2025-09-01 | 93.2731107034 |
| 2025-10-01 | 93.6724931314 |
| 2025-11-01 | 94.2289876955 |
| 2025-12-01 | 94.6002963397 |
| 2026-01-01 | 95.9436677995 |
| 2026-02-01 | 95.2767749625 |
| 2026-03-01 | 95.6623691777 |
| 2026-04-01 | 96.0691886225 |
| 2026-05-01 | 96.3088184496 |
| 2026-06-01 | 96.7944414402 |
| 2026-07-01 | 97.3677972355 |
| 2026-08-01 | 97.5527910056 |
| 2026-09-01 | 96.8657402650 |