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 2026-07-01 |
| Last Updated | 2026-08-21 7:36 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 | 14.4215794558106 |
| 1990-02-01 | 14.3533104754012 |
| 1990-03-01 | 14.4873439519345 |
| 1990-04-01 | 14.5692410468124 |
| 1990-05-01 | 14.5473506016177 |
| 1990-06-01 | 14.5604883715863 |
| 1990-07-01 | 14.6726520428136 |
| 1990-08-01 | 14.6265120950754 |
| 1990-09-01 | 14.6886374472450 |
| 1990-10-01 | 14.6580449937495 |
| 1990-11-01 | 14.6512355983922 |
| 1990-12-01 | 14.7545420468853 |
| 1991-01-01 | 14.8353380085939 |
| 1991-02-01 | 14.9518880781093 |
| 1991-03-01 | 15.0824151757341 |
| 1991-04-01 | 14.9674816942508 |
| 1991-05-01 | 14.9409322930624 |
| 1991-06-01 | 14.9576518283240 |
| 1991-07-01 | 15.0914549027511 |
| 1991-08-01 | 15.1444757839956 |
| 1991-09-01 | 15.1848328033506 |
| 1991-10-01 | 15.2457076497415 |
| 1991-11-01 | 15.2317805267812 |
| 1991-12-01 | 15.3425756425115 |
| 1992-01-01 | 15.3631371991496 |
| 1992-02-01 | 15.3461239278181 |
| 1992-03-01 | 15.3808040168932 |
| 1992-04-01 | 15.3701451028087 |
| 1992-05-01 | 15.5278331635805 |
| 1992-06-01 | 16.0593663060522 |
| 1992-07-01 | 15.6210876865489 |
| 1992-08-01 | 15.6651330044602 |
| 1992-09-01 | 15.5754634702731 |
| 1992-10-01 | 15.6362238035269 |
| 1992-11-01 | 15.7004743058912 |
| 1992-12-01 | 15.6304089335216 |
| 1993-01-01 | 15.8002949216291 |
| 1993-02-01 | 15.8481253949634 |
| 1993-03-01 | 15.7809234409127 |
| 1993-04-01 | 15.8746756660300 |
| 1993-05-01 | 15.8111346387958 |
| 1993-06-01 | 15.9406532618507 |
| 1993-07-01 | 15.7472142564563 |
| 1993-08-01 | 15.7722174293710 |
| 1993-09-01 | 15.6626314466874 |
| 1993-10-01 | 15.9309541403202 |
| 1993-11-01 | 15.9740293925690 |
| 1993-12-01 | 16.0156817385204 |
| 1994-01-01 | 15.8322200981582 |
| 1994-02-01 | 15.8523470209177 |
| 1994-03-01 | 15.9918745181171 |
| 1994-04-01 | 15.9746764989704 |
| 1994-05-01 | 16.0945507995573 |
| 1994-06-01 | 16.1293105776104 |
| 1994-07-01 | 15.9698279419500 |
| 1994-08-01 | 16.1884672098799 |
| 1994-09-01 | 16.2529249799881 |
| 1994-10-01 | 16.2241981903158 |
| 1994-11-01 | 16.2527281570616 |
| 1994-12-01 | 16.2960866090112 |
| 1995-01-01 | 16.3619639272533 |
| 1995-02-01 | 16.4710012499139 |
| 1995-03-01 | 16.4957124887243 |
| 1995-04-01 | 16.4762292473891 |
| 1995-05-01 | 16.4807778930827 |
| 1995-06-01 | 16.4217435691295 |
| 1995-07-01 | 16.5837315734289 |
| 1995-08-01 | 16.5897472165955 |
| 1995-09-01 | 16.7453383709073 |
| 1995-10-01 | 16.7180951246173 |
| 1995-11-01 | 16.8435155225347 |
| 1995-12-01 | 16.7756207060261 |
| 1996-01-01 | 16.5821865662896 |
| 1996-02-01 | 16.8913523657706 |
| 1996-03-01 | 16.9027599406616 |
| 1996-04-01 | 17.1792339407271 |
| 1996-05-01 | 17.0738260515010 |
| 1996-06-01 | 17.2194235366977 |
| 1996-07-01 | 17.0738583223810 |
| 1996-08-01 | 17.1812168854063 |
| 1996-09-01 | 17.0330711770210 |
| 1996-10-01 | 17.3212841401188 |
| 1996-11-01 | 17.3494897484953 |
| 1996-12-01 | 17.5527412634499 |
| 1997-01-01 | 17.5004682117923 |
| 1997-02-01 | 17.5249019168685 |
| 1997-03-01 | 17.5070778862292 |
| 1997-04-01 | 17.6968673226313 |
| 1997-05-01 | 17.7798190671141 |
| 1997-06-01 | 17.6947951893288 |
| 1997-07-01 | 17.8563288086704 |
| 1997-08-01 | 17.8454885012620 |
| 1997-09-01 | 17.9200737658618 |
| 1997-10-01 | 18.1359820752832 |
| 1997-11-01 | 18.1707597620993 |
| 1997-12-01 | 18.2383738247466 |
| 1998-01-01 | 18.4118347333689 |
| 1998-02-01 | 18.6627977975087 |
| 1998-03-01 | 18.6113779395596 |
| 1998-04-01 | 18.4164934847480 |
| 1998-05-01 | 18.3950590634209 |
| 1998-06-01 | 18.2592692682487 |
| 1998-07-01 | 18.3184266383059 |
| 1998-08-01 | 18.2875225463751 |
| 1998-09-01 | 18.2042448692679 |
| 1998-10-01 | 18.2781585102095 |
| 1998-11-01 | 18.2169579952815 |
| 1998-12-01 | 18.1444142724494 |
| 1999-01-01 | 18.0011480286055 |
| 1999-02-01 | 18.0920470241731 |
| 1999-03-01 | 18.0120349864923 |
| 1999-04-01 | 18.4488563394069 |
| 1999-05-01 | 18.3198768305577 |
| 1999-06-01 | 18.4175810719198 |
| 1999-07-01 | 18.3679303754454 |
| 1999-08-01 | 18.4091553810117 |
| 1999-09-01 | 18.5917917045950 |
| 1999-10-01 | 18.5339672891926 |
| 1999-11-01 | 18.6599322670039 |
| 1999-12-01 | 18.7503632737172 |
| 2000-01-01 | 18.8023011195024 |
| 2000-02-01 | 18.7086143770939 |
| 2000-03-01 | 18.8040817673014 |
| 2000-04-01 | 18.8761320839026 |
| 2000-05-01 | 18.8381773966732 |
| 2000-06-01 | 19.0855185833015 |
| 2000-07-01 | 19.3296607403617 |
| 2000-08-01 | 19.2497127960839 |
| 2000-09-01 | 19.2815747634735 |
| 2000-10-01 | 19.1932277052692 |
| 2000-11-01 | 19.0971234388916 |
| 2000-12-01 | 19.1734896583555 |
| 2001-01-01 | 19.1876551239136 |
| 2001-02-01 | 19.1018116800142 |
| 2001-03-01 | 19.3937493131955 |
| 2001-04-01 | 19.3972181325380 |
| 2001-05-01 | 19.4601762326878 |
| 2001-06-01 | 19.5617609136474 |
| 2001-07-01 | 19.5904045496628 |
| 2001-08-01 | 19.7016072833748 |
| 2001-09-01 | 19.6769322303754 |
| 2001-10-01 | 19.6436418488815 |
| 2001-11-01 | 19.8268857040220 |
| 2001-12-01 | 20.0011497240329 |
| 2002-01-01 | 20.2746559264977 |
| 2002-02-01 | 20.1758326727748 |
| 2002-03-01 | 20.1818396484820 |
| 2002-04-01 | 20.2049066980662 |
| 2002-05-01 | 20.2717053909493 |
| 2002-06-01 | 20.2649192975742 |
| 2002-07-01 | 20.2645743370831 |
| 2002-08-01 | 20.2795933534154 |
| 2002-09-01 | 20.1815893268013 |
| 2002-10-01 | 20.1715164293915 |
| 2002-11-01 | 20.3507188194804 |
| 2002-12-01 | 20.3429357253055 |
| 2003-01-01 | 20.3477424214945 |
| 2003-02-01 | 20.3250467036430 |
| 2003-03-01 | 20.3730272444318 |
| 2003-04-01 | 20.4003051469867 |
| 2003-05-01 | 20.4771185412530 |
| 2003-06-01 | 20.4922835832688 |
| 2003-07-01 | 20.7507956685237 |
| 2003-08-01 | 20.6801935150881 |
| 2003-09-01 | 20.4917489527320 |
| 2003-10-01 | 20.7803610486467 |
| 2003-11-01 | 20.7537650164131 |
| 2003-12-01 | 20.7759050542419 |
| 2004-01-01 | 20.6305058285162 |
| 2004-02-01 | 20.9795656402495 |
| 2004-03-01 | 21.0681793886145 |
| 2004-04-01 | 21.0819549965981 |
| 2004-05-01 | 21.1745725100676 |
| 2004-06-01 | 21.4248026761829 |
| 2004-07-01 | 21.5598655428872 |
| 2004-08-01 | 21.6012336756872 |
| 2004-09-01 | 21.9040121352899 |
| 2004-10-01 | 21.9607765351046 |
| 2004-11-01 | 22.1404707757342 |
| 2004-12-01 | 22.1974615582788 |
| 2005-01-01 | 22.5233717540800 |
| 2005-02-01 | 22.8411265637057 |
| 2005-03-01 | 22.7713033309331 |
| 2005-04-01 | 22.8537661733490 |
| 2005-05-01 | 22.9806438044297 |
| 2005-06-01 | 23.0485940485037 |
| 2005-07-01 | 23.2853687932482 |
| 2005-08-01 | 23.4368209387820 |
| 2005-09-01 | 23.5104208821626 |
| 2005-10-01 | 23.5232212632957 |
| 2005-11-01 | 23.5206753171111 |
| 2005-12-01 | 23.6089681209900 |
| 2006-01-01 | 23.7219479511363 |
| 2006-02-01 | 23.9254652730704 |
| 2006-03-01 | 23.8853890040943 |
| 2006-04-01 | 24.0243625631811 |
| 2006-05-01 | 24.0950039886409 |
| 2006-06-01 | 23.9634459037413 |
| 2006-07-01 | 23.7988712575845 |
| 2006-08-01 | 24.0426922695403 |
| 2006-09-01 | 24.1175903894352 |
| 2006-10-01 | 24.1758041017565 |
| 2006-11-01 | 24.4087763008785 |
| 2006-12-01 | 24.5257637032032 |
| 2007-01-01 | 24.5326240922182 |
| 2007-02-01 | 24.5205313814518 |
| 2007-03-01 | 24.6998482343669 |
| 2007-04-01 | 24.7992252995332 |
| 2007-05-01 | 24.9190621871981 |
| 2007-06-01 | 25.0696197404062 |
| 2007-07-01 | 24.8062725988649 |
| 2007-08-01 | 24.8350657725755 |
| 2007-09-01 | 24.9189584642640 |
| 2007-10-01 | 25.2348249486443 |
| 2007-11-01 | 25.2927975656862 |
| 2007-12-01 | 25.3402585057991 |
| 2008-01-01 | 25.5659630383984 |
| 2008-02-01 | 25.5332734829075 |
| 2008-03-01 | 25.4943146590366 |
| 2008-04-01 | 25.6825534905549 |
| 2008-05-01 | 25.7487310632547 |
| 2008-06-01 | 25.9696076837327 |
| 2008-07-01 | 26.0052517864440 |
| 2008-08-01 | 26.1155148319708 |
| 2008-09-01 | 26.2130080695294 |
| 2008-10-01 | 26.2939189827519 |
| 2008-11-01 | 26.2872349125960 |
| 2008-12-01 | 26.3738365903716 |
| 2009-01-01 | 25.9002672870385 |
| 2009-02-01 | 26.2449321859881 |
| 2009-03-01 | 26.1727596291472 |
| 2009-04-01 | 26.2708847169891 |
| 2009-05-01 | 26.2770723619593 |
| 2009-06-01 | 26.3725634067098 |
| 2009-07-01 | 26.4954757294345 |
| 2009-08-01 | 26.4942930025304 |
| 2009-09-01 | 26.4847095541990 |
| 2009-10-01 | 26.4778386330811 |
| 2009-11-01 | 26.4893751777923 |
| 2009-12-01 | 26.5016405702465 |
| 2010-01-01 | 26.6452275111304 |
| 2010-02-01 | 26.7562130315029 |
| 2010-03-01 | 26.9440277870271 |
| 2010-04-01 | 26.6580460944705 |
| 2010-05-01 | 26.8828625673407 |
| 2010-06-01 | 26.9951408164683 |
| 2010-07-01 | 27.2955718197250 |
| 2010-08-01 | 27.3885783578620 |
| 2010-09-01 | 27.1486906080498 |
| 2010-10-01 | 27.2676486853703 |
| 2010-11-01 | 27.2853114898624 |
| 2010-12-01 | 27.3317586570123 |
| 2011-01-01 | 27.2794692706383 |
| 2011-02-01 | 27.4528982036389 |
| 2011-03-01 | 27.6186781604200 |
| 2011-04-01 | 27.5346721171786 |
| 2011-05-01 | 27.5607026384327 |
| 2011-06-01 | 27.7410616772969 |
| 2011-07-01 | 27.9111010646425 |
| 2011-08-01 | 27.8054971779041 |
| 2011-09-01 | 27.7204305765389 |
| 2011-10-01 | 27.6700776577043 |
| 2011-11-01 | 27.6608753416304 |
| 2011-12-01 | 27.7320301815633 |
| 2012-01-01 | 28.0135948089931 |
| 2012-02-01 | 28.0493224486148 |
| 2012-03-01 | 28.1956247478185 |
| 2012-04-01 | 28.5113246086991 |
| 2012-05-01 | 28.4297412151323 |
| 2012-06-01 | 28.4906828951462 |
| 2012-07-01 | 28.6450449416969 |
| 2012-08-01 | 28.7466704247679 |
| 2012-09-01 | 28.9017187920523 |
| 2012-10-01 | 28.8610318611062 |
| 2012-11-01 | 28.9202982061451 |
| 2012-12-01 | 28.9154733371200 |
| 2013-01-01 | 28.7270845089989 |
| 2013-02-01 | 28.6393015680812 |
| 2013-03-01 | 28.4880378752133 |
| 2013-04-01 | 28.7926780539312 |
| 2013-05-01 | 28.6059125580154 |
| 2013-06-01 | 28.4389806817985 |
| 2013-07-01 | 28.3732811737514 |
| 2013-08-01 | 28.3936625714752 |
| 2013-09-01 | 28.4930464888843 |
| 2013-10-01 | 28.5577209542346 |
| 2013-11-01 | 28.5836934656028 |
| 2013-12-01 | 28.5736155313936 |
| 2014-01-01 | 28.7352951116090 |
| 2014-02-01 | 28.8231401180057 |
| 2014-03-01 | 28.7850189301973 |
| 2014-04-01 | 28.8886812146057 |
| 2014-05-01 | 29.0009636408149 |
| 2014-06-01 | 28.8790564035666 |
| 2014-07-01 | 28.9087365731638 |
| 2014-08-01 | 28.8481448843270 |
| 2014-09-01 | 28.7873299335848 |
| 2014-10-01 | 28.8424537310077 |
| 2014-11-01 | 28.9446129463981 |
| 2014-12-01 | 29.0305799963599 |
| 2015-01-01 | 28.6365381505851 |
| 2015-02-01 | 28.7058200765212 |
| 2015-03-01 | 28.7768262009069 |
| 2015-04-01 | 28.6973978647611 |
| 2015-05-01 | 28.6052995493609 |
| 2015-06-01 | 28.7056418760540 |
| 2015-07-01 | 28.7350060329331 |
| 2015-08-01 | 28.7893812183777 |
| 2015-09-01 | 28.9871571689641 |
| 2015-10-01 | 28.7260803872961 |
| 2015-11-01 | 28.7219523127044 |
| 2015-12-01 | 28.8848376068568 |
| 2016-01-01 | 28.8471733624368 |
| 2016-02-01 | 28.8922054562043 |
| 2016-03-01 | 28.9593125502586 |
| 2016-04-01 | 29.1080530118078 |
| 2016-05-01 | 29.1139782945324 |
| 2016-06-01 | 29.0225026095253 |
| 2016-07-01 | 29.3782211238846 |
| 2016-08-01 | 29.3121755325990 |
| 2016-09-01 | 29.4883558342498 |
| 2016-10-01 | 29.5089009483842 |
| 2016-11-01 | 29.5049726514850 |
| 2016-12-01 | 29.4432196217555 |
| 2017-01-01 | 29.5438503390336 |
| 2017-02-01 | 29.6944307243565 |
| 2017-03-01 | 29.6496195863458 |
| 2017-04-01 | 29.6120570539360 |
| 2017-05-01 | 29.7073467930573 |
| 2017-06-01 | 29.9486522755572 |
| 2017-07-01 | 30.0144242817663 |
| 2017-08-01 | 30.1176664078031 |
| 2017-09-01 | 30.2872919990132 |
| 2017-10-01 | 30.4971901451036 |
| 2017-11-01 | 30.6930558920662 |
| 2017-12-01 | 30.9177956645740 |
| 2018-01-01 | 30.6350867167398 |
| 2018-02-01 | 30.9042778249078 |
| 2018-03-01 | 31.0430287964510 |
| 2018-04-01 | 31.0082209541835 |
| 2018-05-01 | 31.0814440417040 |
| 2018-06-01 | 31.0717751833911 |
| 2018-07-01 | 31.0505667097020 |
| 2018-08-01 | 31.1096805613797 |
| 2018-09-01 | 31.2909623293080 |
| 2018-10-01 | 31.3940635423614 |
| 2018-11-01 | 31.3978668812142 |
| 2018-12-01 | 31.7235735012848 |
| 2019-01-01 | 31.6053463585931 |
| 2019-02-01 | 32.1198582476177 |
| 2019-03-01 | 32.0504637793284 |
| 2019-04-01 | 32.1965638098053 |
| 2019-05-01 | 32.2370851130710 |
| 2019-06-01 | 32.2015762488388 |
| 2019-07-01 | 32.1831583123471 |
| 2019-08-01 | 32.4006386719646 |
| 2019-09-01 | 32.3858821586105 |
| 2019-10-01 | 32.4855063358039 |
| 2019-11-01 | 32.7058826269414 |
| 2019-12-01 | 32.7611855272187 |
| 2020-01-01 | 32.7682733154085 |
| 2020-02-01 | 32.5332395901279 |
| 2020-03-01 | 32.4557969773618 |
| 2020-04-01 | 28.2101036017846 |
| 2020-05-01 | 28.8098087639721 |
| 2020-06-01 | 30.3970472400953 |
| 2020-07-01 | 30.5725932417647 |
| 2020-08-01 | 30.6617463983392 |
| 2020-09-01 | 30.4808309322341 |
| 2020-10-01 | 30.4099402320735 |
| 2020-11-01 | 30.3545730398925 |
| 2020-12-01 | 30.2275900292756 |
| 2021-01-01 | 30.1907849276549 |
| 2021-02-01 | 30.1490745270171 |
| 2021-03-01 | 30.1730657289169 |
| 2021-04-01 | 30.0771804808660 |
| 2021-05-01 | 30.0911495670275 |
| 2021-06-01 | 30.0157647811281 |
| 2021-07-01 | 29.9713620278284 |
| 2021-08-01 | 29.7577339567804 |
| 2021-09-01 | 29.6594606776017 |
| 2021-10-01 | 29.7064170612944 |
| 2021-11-01 | 29.7718952554815 |
| 2021-12-01 | 29.9934674325716 |
| 2022-01-01 | 30.1432101180329 |
| 2022-02-01 | 30.3395788681013 |
| 2022-03-01 | 30.3573055989877 |
| 2022-04-01 | 30.5564747879866 |
| 2022-05-01 | 30.6982374432840 |
| 2022-06-01 | 30.5438329358209 |
| 2022-07-01 | 30.7990654605380 |
| 2022-08-01 | 31.1054684034943 |
| 2022-09-01 | 31.3173495906414 |
| 2022-10-01 | 31.4805511605647 |
| 2022-11-01 | 31.4508272621535 |
| 2022-12-01 | 31.4317268061912 |
| 2023-01-01 | 31.6093244914389 |
| 2023-02-01 | 31.6201077535140 |
| 2023-03-01 | 31.7281136926971 |
| 2023-04-01 | 31.8372338753764 |
| 2023-05-01 | 32.0260613331833 |
| 2023-06-01 | 32.0810424955674 |
| 2023-07-01 | 32.2475560584040 |
| 2023-08-01 | 32.3643874552768 |
| 2023-09-01 | 32.4711112059852 |
| 2023-10-01 | 32.4550913652744 |
| 2023-11-01 | 32.5310470227812 |
| 2023-12-01 | 32.4417178178108 |
| 2024-01-01 | 32.6850513297228 |
| 2024-02-01 | 32.6970200456510 |
| 2024-03-01 | 32.9065113178956 |
| 2024-04-01 | 32.9267370621730 |
| 2024-05-01 | 32.6674732331612 |
| 2024-06-01 | 32.8994934100812 |
| 2024-07-01 | 32.9866436071467 |
| 2024-08-01 | 32.9069280852743 |
| 2024-09-01 | 33.0337155584272 |
| 2024-10-01 | 33.2452510443785 |
| 2024-11-01 | 33.3059237035291 |
| 2024-12-01 | 33.3258731652426 |
| 2025-01-01 | 33.1623208238465 |
| 2025-02-01 | 33.5858377696655 |
| 2025-03-01 | 33.4982531522551 |
| 2025-04-01 | 33.5279507033600 |
| 2025-05-01 | 33.2141655457857 |
| 2025-06-01 | 33.4028708767937 |
| 2025-07-01 | 33.4063431889998 |
| 2025-08-01 | 33.5372464725407 |
| 2025-09-01 | 33.7120841482048 |
| 2025-10-01 | 33.6380920375244 |
| 2025-11-01 | 33.7840683840335 |
| 2025-12-01 | 34.0070770296629 |
| 2026-01-01 | 34.2537790052462 |
| 2026-02-01 | 33.9779201212796 |
| 2026-03-01 | 33.8975492109801 |
| 2026-04-01 | 34.1316277040294 |
| 2026-05-01 | 34.4494202186119 |
| 2026-06-01 | 34.9153104220397 |
| 2026-07-01 | 34.9375697944427 |