Table Data - All Employees: Education and Health Services: Private Education and Health Services in Reading, PA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Reading, PA (MSA) |
|---|---|
| Series ID | READ742EDUH |
| 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 9:51 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 | 14.4216191324 |
| 1990-02-01 | 14.3533571005 |
| 1990-03-01 | 14.4873841750 |
| 1990-04-01 | 14.5692665522 |
| 1990-05-01 | 14.5473572267 |
| 1990-06-01 | 14.5601845115 |
| 1990-07-01 | 14.6726526490 |
| 1990-08-01 | 14.6265276868 |
| 1990-09-01 | 14.6886703540 |
| 1990-10-01 | 14.6580781365 |
| 1990-11-01 | 14.6512662817 |
| 1990-12-01 | 14.7545720670 |
| 1991-01-01 | 14.8353774656 |
| 1991-02-01 | 14.9519341515 |
| 1991-03-01 | 15.0824552178 |
| 1991-04-01 | 14.9675070998 |
| 1991-05-01 | 14.9409394781 |
| 1991-06-01 | 14.9573402224 |
| 1991-07-01 | 15.0914614676 |
| 1991-08-01 | 15.1444924423 |
| 1991-09-01 | 15.1848680799 |
| 1991-10-01 | 15.2457424390 |
| 1991-11-01 | 15.2318120229 |
| 1991-12-01 | 15.3426069350 |
| 1992-01-01 | 15.3631745735 |
| 1992-02-01 | 15.3461643605 |
| 1992-03-01 | 15.3808402305 |
| 1992-04-01 | 15.3701725240 |
| 1992-05-01 | 15.5278492568 |
| 1992-06-01 | 16.0590216593 |
| 1992-07-01 | 15.6211102590 |
| 1992-08-01 | 15.6651550679 |
| 1992-09-01 | 15.5755004416 |
| 1992-10-01 | 15.6362580911 |
| 1992-11-01 | 15.7005061971 |
| 1992-12-01 | 15.6304389856 |
| 1993-01-01 | 15.8003263422 |
| 1993-02-01 | 15.8481570221 |
| 1993-03-01 | 15.7809531893 |
| 1993-04-01 | 15.8747029198 |
| 1993-05-01 | 15.8111573053 |
| 1993-06-01 | 15.9403248730 |
| 1993-07-01 | 15.7472507773 |
| 1993-08-01 | 15.7722422792 |
| 1993-09-01 | 15.6626674813 |
| 1993-10-01 | 15.9309855428 |
| 1993-11-01 | 15.9740592727 |
| 1993-12-01 | 16.0157077138 |
| 1994-01-01 | 15.8322434910 |
| 1994-02-01 | 15.8523678207 |
| 1994-03-01 | 15.9918958015 |
| 1994-04-01 | 15.9747010627 |
| 1994-05-01 | 16.0945783301 |
| 1994-06-01 | 16.1290151422 |
| 1994-07-01 | 15.9698717518 |
| 1994-08-01 | 16.1884936129 |
| 1994-09-01 | 16.2529594227 |
| 1994-10-01 | 16.2242240511 |
| 1994-11-01 | 16.2527541208 |
| 1994-12-01 | 16.2961078205 |
| 1995-01-01 | 16.3619781884 |
| 1995-02-01 | 16.4710140094 |
| 1995-03-01 | 16.4957262250 |
| 1995-04-01 | 16.4762443538 |
| 1995-05-01 | 16.4807935562 |
| 1995-06-01 | 16.4215341114 |
| 1995-07-01 | 16.5837654208 |
| 1995-08-01 | 16.5897654131 |
| 1995-09-01 | 16.7453670822 |
| 1995-10-01 | 16.7181156360 |
| 1995-11-01 | 16.8435352649 |
| 1995-12-01 | 16.7756357569 |
| 1996-01-01 | 16.5821936073 |
| 1996-02-01 | 16.8913590904 |
| 1996-03-01 | 16.9027677938 |
| 1996-04-01 | 17.1792399897 |
| 1996-05-01 | 17.0738300713 |
| 1996-06-01 | 17.2193000286 |
| 1996-07-01 | 17.0738757170 |
| 1996-08-01 | 17.1812268121 |
| 1996-09-01 | 17.0330919556 |
| 1996-10-01 | 17.3212986421 |
| 1996-11-01 | 17.3495022337 |
| 1996-12-01 | 17.5527508278 |
| 1997-01-01 | 17.5004705536 |
| 1997-02-01 | 17.5249044750 |
| 1997-03-01 | 17.5070820172 |
| 1997-04-01 | 17.6968672713 |
| 1997-05-01 | 17.7798158403 |
| 1997-06-01 | 17.6947418334 |
| 1997-07-01 | 17.8563332811 |
| 1997-08-01 | 17.8454918870 |
| 1997-09-01 | 17.9200873730 |
| 1997-10-01 | 18.1359906850 |
| 1997-11-01 | 18.1707660044 |
| 1997-12-01 | 18.2383781092 |
| 1998-01-01 | 18.4118354687 |
| 1998-02-01 | 18.6627980487 |
| 1998-03-01 | 18.6113804489 |
| 1998-04-01 | 18.4164930050 |
| 1998-05-01 | 18.3950585715 |
| 1998-06-01 | 18.2592436129 |
| 1998-07-01 | 18.3184274384 |
| 1998-08-01 | 18.2875249090 |
| 1998-09-01 | 18.2042527265 |
| 1998-10-01 | 18.2781620317 |
| 1998-11-01 | 18.2169606124 |
| 1998-12-01 | 18.1444159800 |
| 1999-01-01 | 18.0011474377 |
| 1999-02-01 | 18.0920468048 |
| 1999-03-01 | 18.0120369970 |
| 1999-04-01 | 18.4488544898 |
| 1999-05-01 | 18.3198742369 |
| 1999-06-01 | 18.4175779151 |
| 1999-07-01 | 18.3679280997 |
| 1999-08-01 | 18.4091550081 |
| 1999-09-01 | 18.5917954462 |
| 1999-10-01 | 18.5339687610 |
| 1999-11-01 | 18.6599328388 |
| 1999-12-01 | 18.7503637338 |
| 2000-01-01 | 18.8023006233 |
| 2000-02-01 | 18.7086140592 |
| 2000-03-01 | 18.8040835719 |
| 2000-04-01 | 18.8761310144 |
| 2000-05-01 | 18.8381766444 |
| 2000-06-01 | 19.0855175333 |
| 2000-07-01 | 19.3296598888 |
| 2000-08-01 | 19.2497126581 |
| 2000-09-01 | 19.2815759164 |
| 2000-10-01 | 19.1932283535 |
| 2000-11-01 | 19.0971236108 |
| 2000-12-01 | 19.1734895495 |
| 2001-01-01 | 19.1876547848 |
| 2001-02-01 | 19.1018114342 |
| 2001-03-01 | 19.3937504177 |
| 2001-04-01 | 19.3972175827 |
| 2001-05-01 | 19.4601762444 |
| 2001-06-01 | 19.5617607012 |
| 2001-07-01 | 19.5904042291 |
| 2001-08-01 | 19.7016071379 |
| 2001-09-01 | 19.6769326659 |
| 2001-10-01 | 19.6436419555 |
| 2001-11-01 | 19.8268856114 |
| 2001-12-01 | 20.0011496149 |
| 2002-01-01 | 20.2746558280 |
| 2002-02-01 | 20.1758326233 |
| 2002-03-01 | 20.1818401503 |
| 2002-04-01 | 20.2049065405 |
| 2002-05-01 | 20.2717054881 |
| 2002-06-01 | 20.2649191770 |
| 2002-07-01 | 20.2645741059 |
| 2002-08-01 | 20.2795932514 |
| 2002-09-01 | 20.1815895224 |
| 2002-10-01 | 20.1715165524 |
| 2002-11-01 | 20.3507187672 |
| 2002-12-01 | 20.3429356797 |
| 2003-01-01 | 20.3477423931 |
| 2003-02-01 | 20.3250467145 |
| 2003-03-01 | 20.3730272787 |
| 2003-04-01 | 20.4003051701 |
| 2003-05-01 | 20.4771186076 |
| 2003-06-01 | 20.4922835281 |
| 2003-07-01 | 20.7507955576 |
| 2003-08-01 | 20.6801935053 |
| 2003-09-01 | 20.4917489570 |
| 2003-10-01 | 20.7803611752 |
| 2003-11-01 | 20.7537650153 |
| 2003-12-01 | 20.7759050347 |
| 2004-01-01 | 20.6305058007 |
| 2004-02-01 | 20.9795656285 |
| 2004-03-01 | 21.0681793896 |
| 2004-04-01 | 21.0819550055 |
| 2004-05-01 | 21.1745725166 |
| 2004-06-01 | 21.4248026698 |
| 2004-07-01 | 21.5598655107 |
| 2004-08-01 | 21.6012336715 |
| 2004-09-01 | 21.9040121342 |
| 2004-10-01 | 21.9607766043 |
| 2004-11-01 | 22.1404707795 |
| 2004-12-01 | 22.1974615481 |
| 2005-01-01 | 22.5233717367 |
| 2005-02-01 | 22.8411265524 |
| 2005-03-01 | 22.7713033221 |
| 2005-04-01 | 22.8537661713 |
| 2005-05-01 | 22.9806438095 |
| 2005-06-01 | 23.0485940473 |
| 2005-07-01 | 23.2853687787 |
| 2005-08-01 | 23.4368209460 |
| 2005-09-01 | 23.5104208929 |
| 2005-10-01 | 23.5232212825 |
| 2005-11-01 | 23.5206753343 |
| 2005-12-01 | 23.6089681211 |
| 2006-01-01 | 23.7219479383 |
| 2006-02-01 | 23.9254652571 |
| 2006-03-01 | 23.8853889860 |
| 2006-04-01 | 24.0243625498 |
| 2006-05-01 | 24.0950039870 |
| 2006-06-01 | 23.9634459032 |
| 2006-07-01 | 23.7988712598 |
| 2006-08-01 | 24.0426922864 |
| 2006-09-01 | 24.1175904116 |
| 2006-10-01 | 24.1758041256 |
| 2006-11-01 | 24.4087763250 |
| 2006-12-01 | 24.5257637105 |
| 2007-01-01 | 24.5326240767 |
| 2007-02-01 | 24.5205313622 |
| 2007-03-01 | 24.6998481120 |
| 2007-04-01 | 24.7992253205 |
| 2007-05-01 | 24.9190621842 |
| 2007-06-01 | 25.0696197405 |
| 2007-07-01 | 24.8062726291 |
| 2007-08-01 | 24.8350658281 |
| 2007-09-01 | 24.9189584906 |
| 2007-10-01 | 25.2348249830 |
| 2007-11-01 | 25.2927975964 |
| 2007-12-01 | 25.3402585208 |
| 2008-01-01 | 25.5659630222 |
| 2008-02-01 | 25.5332734990 |
| 2008-03-01 | 25.4943142800 |
| 2008-04-01 | 25.6825535980 |
| 2008-05-01 | 25.7487310856 |
| 2008-06-01 | 25.9696076884 |
| 2008-07-01 | 26.0052518772 |
| 2008-08-01 | 26.1155149352 |
| 2008-09-01 | 26.2130081103 |
| 2008-10-01 | 26.2939190356 |
| 2008-11-01 | 26.2872349573 |
| 2008-12-01 | 26.3738366226 |
| 2009-01-01 | 25.9002672530 |
| 2009-02-01 | 26.2449321576 |
| 2009-03-01 | 26.1727588203 |
| 2009-04-01 | 26.2708849016 |
| 2009-05-01 | 26.2770722636 |
| 2009-06-01 | 26.3725634388 |
| 2009-07-01 | 26.4954761362 |
| 2009-08-01 | 26.4942935801 |
| 2009-09-01 | 26.4847101012 |
| 2009-10-01 | 26.4778389398 |
| 2009-11-01 | 26.4893749819 |
| 2009-12-01 | 26.5016399327 |
| 2010-01-01 | 26.6452266847 |
| 2010-02-01 | 26.7562124517 |
| 2010-03-01 | 26.9440265801 |
| 2010-04-01 | 26.6580465109 |
| 2010-05-01 | 26.8828627117 |
| 2010-06-01 | 26.9951412818 |
| 2010-07-01 | 27.2955731179 |
| 2010-08-01 | 27.3885800765 |
| 2010-09-01 | 27.1486924054 |
| 2010-10-01 | 27.2676494961 |
| 2010-11-01 | 27.2853103992 |
| 2010-12-01 | 27.3317559716 |
| 2011-01-01 | 27.2794662412 |
| 2011-02-01 | 27.4528962971 |
| 2011-03-01 | 27.6186768929 |
| 2011-04-01 | 27.5346733588 |
| 2011-05-01 | 27.5607035643 |
| 2011-06-01 | 27.7410628345 |
| 2011-07-01 | 27.9111038891 |
| 2011-08-01 | 27.8055010143 |
| 2011-09-01 | 27.7204343019 |
| 2011-10-01 | 27.6700810728 |
| 2011-11-01 | 27.6608737028 |
| 2011-12-01 | 27.7320264333 |
| 2012-01-01 | 28.0135748058 |
| 2012-02-01 | 28.0493243896 |
| 2012-03-01 | 28.1956255013 |
| 2012-04-01 | 28.5113260894 |
| 2012-05-01 | 28.4297422342 |
| 2012-06-01 | 28.4906857699 |
| 2012-07-01 | 28.6450518082 |
| 2012-08-01 | 28.7466810495 |
| 2012-09-01 | 28.9017268159 |
| 2012-10-01 | 28.8610416936 |
| 2012-11-01 | 28.9202937328 |
| 2012-12-01 | 28.9154615820 |
| 2013-01-01 | 28.7270393554 |
| 2013-02-01 | 28.6393030014 |
| 2013-03-01 | 28.4880407275 |
| 2013-04-01 | 28.7926831080 |
| 2013-05-01 | 28.6059184618 |
| 2013-06-01 | 28.4389829496 |
| 2013-07-01 | 28.3732979430 |
| 2013-08-01 | 28.3936863615 |
| 2013-09-01 | 28.4930651412 |
| 2013-10-01 | 28.5577384547 |
| 2013-11-01 | 28.5836803529 |
| 2013-12-01 | 28.5735849223 |
| 2014-01-01 | 28.7352149118 |
| 2014-02-01 | 28.8231373868 |
| 2014-03-01 | 28.7850281538 |
| 2014-04-01 | 28.8886970537 |
| 2014-05-01 | 29.0009776311 |
| 2014-06-01 | 28.8790575890 |
| 2014-07-01 | 28.9087669471 |
| 2014-08-01 | 28.8481822525 |
| 2014-09-01 | 28.7873526938 |
| 2014-10-01 | 28.8424821757 |
| 2014-11-01 | 28.9446288293 |
| 2014-12-01 | 29.0304888329 |
| 2015-01-01 | 28.6363515301 |
| 2015-02-01 | 28.7058752064 |
| 2015-03-01 | 28.7768827067 |
| 2015-04-01 | 28.6974400737 |
| 2015-05-01 | 28.6053219690 |
| 2015-06-01 | 28.7056313612 |
| 2015-07-01 | 28.7350253253 |
| 2015-08-01 | 28.7894013842 |
| 2015-09-01 | 28.9871651135 |
| 2015-10-01 | 28.7261086587 |
| 2015-11-01 | 28.7219972982 |
| 2015-12-01 | 28.8846900032 |
| 2016-01-01 | 28.8468725353 |
| 2016-02-01 | 28.8924285670 |
| 2016-03-01 | 28.9594276111 |
| 2016-04-01 | 29.1081301732 |
| 2016-05-01 | 29.1140050020 |
| 2016-06-01 | 29.0224650199 |
| 2016-07-01 | 29.3781843424 |
| 2016-08-01 | 29.3121209937 |
| 2016-09-01 | 29.4883128965 |
| 2016-10-01 | 29.5089066983 |
| 2016-11-01 | 29.5050086716 |
| 2016-12-01 | 29.4430278061 |
| 2017-01-01 | 29.5435765164 |
| 2017-02-01 | 29.6950403373 |
| 2017-03-01 | 29.6494439661 |
| 2017-04-01 | 29.6124875693 |
| 2017-05-01 | 29.7075974912 |
| 2017-06-01 | 29.9481535978 |
| 2017-07-01 | 30.0140468659 |
| 2017-08-01 | 30.1178706798 |
| 2017-09-01 | 30.2870767128 |
| 2017-10-01 | 30.4970884245 |
| 2017-11-01 | 30.6930723446 |
| 2017-12-01 | 30.9176795612 |
| 2018-01-01 | 30.6349891479 |
| 2018-02-01 | 30.9053133292 |
| 2018-03-01 | 31.0425785179 |
| 2018-04-01 | 31.0090188129 |
| 2018-05-01 | 31.0818061460 |
| 2018-06-01 | 31.0705812538 |
| 2018-07-01 | 31.0500906351 |
| 2018-08-01 | 31.1100911669 |
| 2018-09-01 | 31.2906034920 |
| 2018-10-01 | 31.3939011513 |
| 2018-11-01 | 31.3978222027 |
| 2018-12-01 | 31.7234667161 |
| 2019-01-01 | 31.6053331763 |
| 2019-02-01 | 32.1210838046 |
| 2019-03-01 | 32.0497511521 |
| 2019-04-01 | 32.1981285788 |
| 2019-05-01 | 32.2382348324 |
| 2019-06-01 | 32.1985764646 |
| 2019-07-01 | 32.1831026697 |
| 2019-08-01 | 32.4015454452 |
| 2019-09-01 | 32.3854421366 |
| 2019-10-01 | 32.4852637989 |
| 2019-11-01 | 32.7056469097 |
| 2019-12-01 | 32.7607804961 |
| 2020-01-01 | 32.7676263399 |
| 2020-02-01 | 32.5338248000 |
| 2020-03-01 | 32.4552166668 |
| 2020-04-01 | 28.2123627986 |
| 2020-05-01 | 28.8120895429 |
| 2020-06-01 | 30.3935601628 |
| 2020-07-01 | 30.5733081940 |
| 2020-08-01 | 30.6624189088 |
| 2020-09-01 | 30.4802443558 |
| 2020-10-01 | 30.4098545804 |
| 2020-11-01 | 30.3540730547 |
| 2020-12-01 | 30.2266107745 |
| 2021-01-01 | 30.1895154611 |
| 2021-02-01 | 30.1485015253 |
| 2021-03-01 | 30.1713817127 |
| 2021-04-01 | 30.0783329989 |
| 2021-05-01 | 30.1027291793 |
| 2021-06-01 | 30.0089793009 |
| 2021-07-01 | 29.9704298106 |
| 2021-08-01 | 29.7573697131 |
| 2021-09-01 | 29.6588756729 |
| 2021-10-01 | 29.7072839566 |
| 2021-11-01 | 29.7724663704 |
| 2021-12-01 | 29.9931909490 |
| 2022-01-01 | 30.1423015883 |
| 2022-02-01 | 30.3371760838 |
| 2022-03-01 | 30.3533904462 |
| 2022-04-01 | 30.5524310832 |
| 2022-05-01 | 30.7264256982 |
| 2022-06-01 | 30.5300265386 |
| 2022-07-01 | 30.7923431977 |
| 2022-08-01 | 31.1015142684 |
| 2022-09-01 | 31.3170331139 |
| 2022-10-01 | 31.4845362898 |
| 2022-11-01 | 31.4558004054 |
| 2022-12-01 | 31.4355455734 |
| 2023-01-01 | 31.6106722580 |
| 2023-02-01 | 31.6193403704 |
| 2023-03-01 | 31.7198183666 |
| 2023-04-01 | 31.8247816329 |
| 2023-05-01 | 32.0690621616 |
| 2023-06-01 | 32.0600875221 |
| 2023-07-01 | 32.2258352444 |
| 2023-08-01 | 32.3487652791 |
| 2023-09-01 | 32.4729769264 |
| 2023-10-01 | 32.4719497592 |
| 2023-11-01 | 32.5454083319 |
| 2023-12-01 | 32.4524826042 |
| 2024-01-01 | 32.6909542458 |
| 2024-02-01 | 32.6996622897 |
| 2024-03-01 | 32.8947227366 |
| 2024-04-01 | 32.9066098214 |
| 2024-05-01 | 32.7149792738 |
| 2024-06-01 | 32.8726818527 |
| 2024-07-01 | 32.9428093541 |
| 2024-08-01 | 32.8733717220 |
| 2024-09-01 | 33.0434829984 |
| 2024-10-01 | 33.2788633175 |
| 2024-11-01 | 33.3318249825 |
| 2024-12-01 | 33.3450889042 |
| 2025-01-01 | 33.1738842378 |
| 2025-02-01 | 33.5941207531 |
| 2025-03-01 | 33.4826200829 |
| 2025-04-01 | 33.5010313498 |
| 2025-05-01 | 33.2603129875 |
| 2025-06-01 | 33.3720559880 |
| 2025-07-01 | 33.3381253489 |
| 2025-08-01 | 33.4843230565 |
| 2025-09-01 | 33.7319386926 |
| 2025-10-01 | 33.6899803388 |
| 2025-11-01 | 33.8210950748 |
| 2025-12-01 | 34.0338654271 |
| 2026-01-01 | 34.2712930433 |
| 2026-02-01 | 33.9899124017 |
| 2026-03-01 | 33.8805624464 |
| 2026-04-01 | 34.1009788993 |
| 2026-05-01 | 34.4933631772 |
| 2026-06-01 | 34.8796013863 |
| 2026-07-01 | 34.8481107677 |
| 2026-08-01 | 34.6972714506 |
| 2026-09-01 | 34.1307691511 |