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 2026-06-01 |
| Last Updated | 2026-07-22 9:33 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 | 14.4215797858266 |
| 1990-02-01 | 14.3533108632054 |
| 1990-03-01 | 14.4873442867887 |
| 1990-04-01 | 14.5692412589302 |
| 1990-05-01 | 14.5473506566759 |
| 1990-06-01 | 14.5604858443439 |
| 1990-07-01 | 14.6726520477668 |
| 1990-08-01 | 14.6265122246785 |
| 1990-09-01 | 14.6886377207275 |
| 1990-10-01 | 14.6580452693700 |
| 1990-11-01 | 14.6512358535608 |
| 1990-12-01 | 14.7545422966530 |
| 1991-01-01 | 14.8353383367760 |
| 1991-02-01 | 14.9518884613096 |
| 1991-03-01 | 15.0824155090611 |
| 1991-04-01 | 14.9674819055943 |
| 1991-05-01 | 14.9409323528917 |
| 1991-06-01 | 14.9576492364057 |
| 1991-07-01 | 15.0914549573197 |
| 1991-08-01 | 15.1444759225376 |
| 1991-09-01 | 15.1848330965171 |
| 1991-10-01 | 15.2457079390486 |
| 1991-11-01 | 15.2317807887081 |
| 1991-12-01 | 15.3425759029572 |
| 1992-01-01 | 15.3631375099822 |
| 1992-02-01 | 15.3461242640856 |
| 1992-03-01 | 15.3808043183343 |
| 1992-04-01 | 15.3701453309122 |
| 1992-05-01 | 15.5278332975016 |
| 1992-06-01 | 16.0593634393758 |
| 1992-07-01 | 15.6210878741996 |
| 1992-08-01 | 15.6651331879722 |
| 1992-09-01 | 15.5754637775081 |
| 1992-10-01 | 15.6362240886710 |
| 1992-11-01 | 15.7004745711072 |
| 1992-12-01 | 15.6304091837584 |
| 1993-01-01 | 15.8002951828992 |
| 1993-02-01 | 15.8481256579795 |
| 1993-03-01 | 15.7809236884718 |
| 1993-04-01 | 15.8746758927241 |
| 1993-05-01 | 15.8111348272776 |
| 1993-06-01 | 15.9406505308134 |
| 1993-07-01 | 15.7472145599600 |
| 1993-08-01 | 15.7722176360164 |
| 1993-09-01 | 15.6626317461254 |
| 1993-10-01 | 15.9309544014816 |
| 1993-11-01 | 15.9740296410564 |
| 1993-12-01 | 16.0156819548850 |
| 1994-01-01 | 15.8322202926542 |
| 1994-02-01 | 15.8523471938555 |
| 1994-03-01 | 15.9918746951600 |
| 1994-04-01 | 15.9746767033101 |
| 1994-05-01 | 16.0945510284803 |
| 1994-06-01 | 16.1293081208315 |
| 1994-07-01 | 15.9698283060720 |
| 1994-08-01 | 16.1884674294423 |
| 1994-09-01 | 16.2529252661442 |
| 1994-10-01 | 16.2241984053669 |
| 1994-11-01 | 16.2527283729469 |
| 1994-12-01 | 16.2960867858380 |
| 1995-01-01 | 16.3619640457598 |
| 1995-02-01 | 16.4710013559525 |
| 1995-03-01 | 16.4957126028873 |
| 1995-04-01 | 16.4762293730901 |
| 1995-05-01 | 16.4807780232708 |
| 1995-06-01 | 16.4217418276685 |
| 1995-07-01 | 16.5837318546681 |
| 1995-08-01 | 16.5897473678867 |
| 1995-09-01 | 16.7453386094167 |
| 1995-10-01 | 16.7180952951544 |
| 1995-11-01 | 16.8435156866651 |
| 1995-12-01 | 16.7756208315636 |
| 1996-01-01 | 16.5821866247426 |
| 1996-02-01 | 16.8913524216081 |
| 1996-03-01 | 16.9027600058670 |
| 1996-04-01 | 17.1792339910676 |
| 1996-05-01 | 17.0738260847985 |
| 1996-06-01 | 17.2194225103119 |
| 1996-07-01 | 17.0738584667939 |
| 1996-08-01 | 17.1812169678758 |
| 1996-09-01 | 17.0330713496016 |
| 1996-10-01 | 17.3212842606591 |
| 1996-11-01 | 17.3494898522572 |
| 1996-12-01 | 17.5527413432655 |
| 1997-01-01 | 17.5004682311783 |
| 1997-02-01 | 17.5249019380711 |
| 1997-03-01 | 17.5070779204731 |
| 1997-04-01 | 17.6968673222263 |
| 1997-05-01 | 17.7798190401009 |
| 1997-06-01 | 17.6947947464454 |
| 1997-07-01 | 17.8563288456364 |
| 1997-08-01 | 17.8454885293018 |
| 1997-09-01 | 17.9200738788584 |
| 1997-10-01 | 18.1359821468205 |
| 1997-11-01 | 18.1707598139490 |
| 1997-12-01 | 18.2383738605046 |
| 1998-01-01 | 18.4118347394548 |
| 1998-02-01 | 18.6627977995552 |
| 1998-03-01 | 18.6113779603402 |
| 1998-04-01 | 18.4164934808023 |
| 1998-05-01 | 18.3950590592584 |
| 1998-06-01 | 18.2592690553489 |
| 1998-07-01 | 18.3184266448917 |
| 1998-08-01 | 18.2875225659569 |
| 1998-09-01 | 18.2042449344851 |
| 1998-10-01 | 18.2781585394364 |
| 1998-11-01 | 18.2169580169947 |
| 1998-12-01 | 18.1444142867311 |
| 1999-01-01 | 18.0011480236837 |
| 1999-02-01 | 18.0920470223279 |
| 1999-03-01 | 18.0120350031610 |
| 1999-04-01 | 18.4488563240867 |
| 1999-05-01 | 18.3198768090209 |
| 1999-06-01 | 18.4175810457160 |
| 1999-07-01 | 18.3679303565543 |
| 1999-08-01 | 18.4091553779076 |
| 1999-09-01 | 18.5917917356397 |
| 1999-10-01 | 18.5339673013924 |
| 1999-11-01 | 18.6599322717394 |
| 1999-12-01 | 18.7503632775890 |
| 2000-01-01 | 18.8023011153757 |
| 2000-02-01 | 18.7086143744525 |
| 2000-03-01 | 18.8040817822859 |
| 2000-04-01 | 18.8761320750223 |
| 2000-05-01 | 18.8381773904292 |
| 2000-06-01 | 19.0855185745839 |
| 2000-07-01 | 19.3296607332891 |
| 2000-08-01 | 19.2497127949321 |
| 2000-09-01 | 19.2815747730384 |
| 2000-10-01 | 19.1932277106487 |
| 2000-11-01 | 19.0971234403222 |
| 2000-12-01 | 19.1734896574577 |
| 2001-01-01 | 19.1876551211032 |
| 2001-02-01 | 19.1018116779765 |
| 2001-03-01 | 19.3937493223666 |
| 2001-04-01 | 19.3972181279697 |
| 2001-05-01 | 19.4601762327836 |
| 2001-06-01 | 19.5617609118814 |
| 2001-07-01 | 19.5904045469989 |
| 2001-08-01 | 19.7016072821658 |
| 2001-09-01 | 19.6769322339907 |
| 2001-10-01 | 19.6436418497678 |
| 2001-11-01 | 19.8268857032546 |
| 2001-12-01 | 20.0011497231293 |
| 2002-01-01 | 20.2746559256813 |
| 2002-02-01 | 20.1758326723645 |
| 2002-03-01 | 20.1818396526479 |
| 2002-04-01 | 20.2049066967564 |
| 2002-05-01 | 20.2717053917563 |
| 2002-06-01 | 20.2649192965725 |
| 2002-07-01 | 20.2645743351627 |
| 2002-08-01 | 20.2795933525677 |
| 2002-09-01 | 20.1815893284242 |
| 2002-10-01 | 20.1715164304129 |
| 2002-11-01 | 20.3507188190462 |
| 2002-12-01 | 20.3429357249288 |
| 2003-01-01 | 20.3477424212587 |
| 2003-02-01 | 20.3250467037333 |
| 2003-03-01 | 20.3730272447171 |
| 2003-04-01 | 20.4003051471802 |
| 2003-05-01 | 20.4771185418040 |
| 2003-06-01 | 20.4922835828130 |
| 2003-07-01 | 20.7507956676020 |
| 2003-08-01 | 20.6801935150028 |
| 2003-09-01 | 20.4917489527620 |
| 2003-10-01 | 20.7803610496937 |
| 2003-11-01 | 20.7537650164043 |
| 2003-12-01 | 20.7759050540850 |
| 2004-01-01 | 20.6305058282880 |
| 2004-02-01 | 20.9795656401543 |
| 2004-03-01 | 21.0681793886247 |
| 2004-04-01 | 21.0819549966740 |
| 2004-05-01 | 21.1745725101184 |
| 2004-06-01 | 21.4248026761541 |
| 2004-07-01 | 21.5598655426198 |
| 2004-08-01 | 21.6012336756323 |
| 2004-09-01 | 21.9040121352566 |
| 2004-10-01 | 21.9607765356619 |
| 2004-11-01 | 22.1404707757473 |
| 2004-12-01 | 22.1974615581879 |
| 2005-01-01 | 22.5233717539782 |
| 2005-02-01 | 22.8411265636335 |
| 2005-03-01 | 22.7713033308872 |
| 2005-04-01 | 22.8537661733578 |
| 2005-05-01 | 22.9806438044773 |
| 2005-06-01 | 23.0485940485417 |
| 2005-07-01 | 23.2853687931159 |
| 2005-08-01 | 23.4368209387828 |
| 2005-09-01 | 23.5104208821680 |
| 2005-10-01 | 23.5232212633709 |
| 2005-11-01 | 23.5206753171377 |
| 2005-12-01 | 23.6089681209597 |
| 2006-01-01 | 23.7219479511623 |
| 2006-02-01 | 23.9254652730670 |
| 2006-03-01 | 23.8853890041192 |
| 2006-04-01 | 24.0243625632124 |
| 2006-05-01 | 24.0950039886577 |
| 2006-06-01 | 23.9634459037459 |
| 2006-07-01 | 23.7988712574913 |
| 2006-08-01 | 24.0426922695143 |
| 2006-09-01 | 24.1175903893874 |
| 2006-10-01 | 24.1758041017263 |
| 2006-11-01 | 24.4087763008423 |
| 2006-12-01 | 24.5257637031889 |
| 2007-01-01 | 24.5326240922796 |
| 2007-02-01 | 24.5205313814856 |
| 2007-03-01 | 24.6998482346725 |
| 2007-04-01 | 24.7992252995023 |
| 2007-05-01 | 24.9190621872083 |
| 2007-06-01 | 25.0696197403902 |
| 2007-07-01 | 24.8062725987675 |
| 2007-08-01 | 24.8350657724066 |
| 2007-09-01 | 24.9189584641753 |
| 2007-10-01 | 25.2348249485453 |
| 2007-11-01 | 25.2927975655871 |
| 2007-12-01 | 25.3402585057853 |
| 2008-01-01 | 25.5659630384845 |
| 2008-02-01 | 25.5332734829001 |
| 2008-03-01 | 25.4943146600098 |
| 2008-04-01 | 25.6825534903575 |
| 2008-05-01 | 25.7487310632242 |
| 2008-06-01 | 25.9696076837291 |
| 2008-07-01 | 26.0052517860555 |
| 2008-08-01 | 26.1155148316905 |
| 2008-09-01 | 26.2130080694030 |
| 2008-10-01 | 26.2939189825910 |
| 2008-11-01 | 26.2872349124358 |
| 2008-12-01 | 26.3738365903432 |
| 2009-01-01 | 25.9002672872218 |
| 2009-02-01 | 26.2449321861639 |
| 2009-03-01 | 26.1727596311518 |
| 2009-04-01 | 26.2708847163250 |
| 2009-05-01 | 26.2770723618913 |
| 2009-06-01 | 26.3725634064520 |
| 2009-07-01 | 26.4954757282887 |
| 2009-08-01 | 26.4942930017026 |
| 2009-09-01 | 26.4847095540666 |
| 2009-10-01 | 26.4778386333825 |
| 2009-11-01 | 26.4893751782935 |
| 2009-12-01 | 26.5016405706116 |
| 2010-01-01 | 26.6452275112427 |
| 2010-02-01 | 26.7562130312785 |
| 2010-03-01 | 26.9440277905283 |
| 2010-04-01 | 26.6580460934220 |
| 2010-05-01 | 26.8828625673809 |
| 2010-06-01 | 26.9951408158376 |
| 2010-07-01 | 27.2955718170536 |
| 2010-08-01 | 27.3885783551226 |
| 2010-09-01 | 27.1486906070091 |
| 2010-10-01 | 27.2676486865318 |
| 2010-11-01 | 27.2853114924049 |
| 2010-12-01 | 27.3317586592070 |
| 2011-01-01 | 27.2794692713863 |
| 2011-02-01 | 27.4528982032362 |
| 2011-03-01 | 27.6186781652208 |
| 2011-04-01 | 27.5346721162550 |
| 2011-05-01 | 27.5607026388138 |
| 2011-06-01 | 27.7410616746400 |
| 2011-07-01 | 27.9111010589343 |
| 2011-08-01 | 27.8054971722650 |
| 2011-09-01 | 27.7204305714846 |
| 2011-10-01 | 27.6700776541777 |
| 2011-11-01 | 27.6608753552619 |
| 2011-12-01 | 27.7320302036041 |
| 2012-01-01 | 28.0135947905600 |
| 2012-02-01 | 28.0493224480082 |
| 2012-03-01 | 28.1956247535818 |
| 2012-04-01 | 28.5113246079099 |
| 2012-05-01 | 28.4297412158921 |
| 2012-06-01 | 28.4906828956009 |
| 2012-07-01 | 28.6450449420535 |
| 2012-08-01 | 28.7466704310531 |
| 2012-09-01 | 28.9017187610558 |
| 2012-10-01 | 28.8610318449891 |
| 2012-11-01 | 28.9202982152237 |
| 2012-12-01 | 28.9154733684292 |
| 2013-01-01 | 28.7270844716528 |
| 2013-02-01 | 28.6393015799335 |
| 2013-03-01 | 28.4880378990075 |
| 2013-04-01 | 28.7926780792602 |
| 2013-05-01 | 28.6059125941007 |
| 2013-06-01 | 28.4389806821392 |
| 2013-07-01 | 28.3732811959311 |
| 2013-08-01 | 28.3936625773582 |
| 2013-09-01 | 28.4930463658921 |
| 2013-10-01 | 28.5577208168109 |
| 2013-11-01 | 28.5836933940491 |
| 2013-12-01 | 28.5736155911003 |
| 2014-01-01 | 28.7352951743309 |
| 2014-02-01 | 28.8231403016611 |
| 2014-03-01 | 28.7850190864429 |
| 2014-04-01 | 28.8886812817162 |
| 2014-05-01 | 29.0009636283335 |
| 2014-06-01 | 28.8790563011684 |
| 2014-07-01 | 28.9087364796792 |
| 2014-08-01 | 28.8481446902329 |
| 2014-09-01 | 28.7873296183540 |
| 2014-10-01 | 28.8424535477059 |
| 2014-11-01 | 28.9446131378680 |
| 2014-12-01 | 29.0305795856812 |
| 2015-01-01 | 28.6365395449702 |
| 2015-02-01 | 28.7058204930321 |
| 2015-03-01 | 28.7768262209315 |
| 2015-04-01 | 28.6973975662292 |
| 2015-05-01 | 28.6052991577659 |
| 2015-06-01 | 28.7056414621320 |
| 2015-07-01 | 28.7350057126293 |
| 2015-08-01 | 28.7893806795802 |
| 2015-09-01 | 28.9871566701206 |
| 2015-10-01 | 28.7260803772381 |
| 2015-11-01 | 28.7219530821351 |
| 2015-12-01 | 28.8848367006852 |
| 2016-01-01 | 28.8471771673449 |
| 2016-02-01 | 28.8922076488525 |
| 2016-03-01 | 28.9593110036767 |
| 2016-04-01 | 29.1080512008637 |
| 2016-05-01 | 29.1139768745508 |
| 2016-06-01 | 29.0225016416303 |
| 2016-07-01 | 29.3782203918895 |
| 2016-08-01 | 29.3121744408336 |
| 2016-09-01 | 29.4883554335726 |
| 2016-10-01 | 29.5089018400753 |
| 2016-11-01 | 29.5049744023099 |
| 2016-12-01 | 29.4432188370472 |
| 2017-01-01 | 29.5438586546635 |
| 2017-02-01 | 29.6944386468089 |
| 2017-03-01 | 29.6496067569245 |
| 2017-04-01 | 29.6120554447992 |
| 2017-05-01 | 29.7073438837774 |
| 2017-06-01 | 29.9486514962531 |
| 2017-07-01 | 30.0144236071198 |
| 2017-08-01 | 30.1176649233769 |
| 2017-09-01 | 30.2872922887327 |
| 2017-10-01 | 30.4971921049713 |
| 2017-11-01 | 30.6930587824713 |
| 2017-12-01 | 30.9177959958183 |
| 2018-01-01 | 30.6350990382512 |
| 2018-02-01 | 30.9042920580348 |
| 2018-03-01 | 31.0430039682823 |
| 2018-04-01 | 31.0082202584178 |
| 2018-05-01 | 31.0814401111352 |
| 2018-06-01 | 31.0717744201788 |
| 2018-07-01 | 31.0505625911304 |
| 2018-08-01 | 31.1096736191114 |
| 2018-09-01 | 31.2909580488112 |
| 2018-10-01 | 31.3940650661425 |
| 2018-11-01 | 31.3978755470868 |
| 2018-12-01 | 31.7235847770970 |
| 2019-01-01 | 31.6053755714698 |
| 2019-02-01 | 32.1198885846875 |
| 2019-03-01 | 32.0504291185531 |
| 2019-04-01 | 32.1965568944860 |
| 2019-05-01 | 32.2370677342715 |
| 2019-06-01 | 32.2015713152788 |
| 2019-07-01 | 32.1831387272464 |
| 2019-08-01 | 32.4006118212314 |
| 2019-09-01 | 32.3858528598174 |
| 2019-10-01 | 32.4854899849631 |
| 2019-11-01 | 32.7059038603520 |
| 2019-12-01 | 32.7612442202347 |
| 2020-01-01 | 32.7683771220058 |
| 2020-02-01 | 32.5333312787037 |
| 2020-03-01 | 32.4557739229474 |
| 2020-04-01 | 28.2100654934718 |
| 2020-05-01 | 28.8097445765565 |
| 2020-06-01 | 30.3970070111988 |
| 2020-07-01 | 30.5725429078962 |
| 2020-08-01 | 30.6616939354046 |
| 2020-09-01 | 30.4807440723476 |
| 2020-10-01 | 30.4098360028769 |
| 2020-11-01 | 30.3545514656463 |
| 2020-12-01 | 30.2278163692051 |
| 2021-01-01 | 30.1909974815126 |
| 2021-02-01 | 30.1493264585569 |
| 2021-03-01 | 30.1732126980497 |
| 2021-04-01 | 30.0772571783005 |
| 2021-05-01 | 30.0905684982043 |
| 2021-06-01 | 30.0157494230873 |
| 2021-07-01 | 29.9712745353551 |
| 2021-08-01 | 29.7575847728584 |
| 2021-09-01 | 29.6592412691401 |
| 2021-10-01 | 29.7061731515023 |
| 2021-11-01 | 29.7717256699107 |
| 2021-12-01 | 29.9937028370207 |
| 2022-01-01 | 30.1440488089527 |
| 2022-02-01 | 30.3403628987547 |
| 2022-03-01 | 30.3576513854301 |
| 2022-04-01 | 30.5567074585649 |
| 2022-05-01 | 30.6968333758981 |
| 2022-06-01 | 30.5437075987524 |
| 2022-07-01 | 30.7987944570219 |
| 2022-08-01 | 31.1051616927692 |
| 2022-09-01 | 31.3169506248081 |
| 2022-10-01 | 31.4800761175217 |
| 2022-11-01 | 31.4504414115955 |
| 2022-12-01 | 31.4320083437371 |
| 2023-01-01 | 31.6109799048911 |
| 2023-02-01 | 31.6212784537912 |
| 2023-03-01 | 31.7295805063531 |
| 2023-04-01 | 31.8379711525885 |
| 2023-05-01 | 32.0237562937425 |
| 2023-06-01 | 32.0795728454043 |
| 2023-07-01 | 32.2472293898598 |
| 2023-08-01 | 32.3639668027789 |
| 2023-09-01 | 32.4705016017755 |
| 2023-10-01 | 32.4543739381200 |
| 2023-11-01 | 32.5304499544124 |
| 2023-12-01 | 32.4419106589029 |
| 2024-01-01 | 32.6876952153945 |
| 2024-02-01 | 32.6988896836286 |
| 2024-03-01 | 32.9096429688810 |
| 2024-04-01 | 32.9282787881365 |
| 2024-05-01 | 32.6644741073847 |
| 2024-06-01 | 32.8957635530596 |
| 2024-07-01 | 32.9849060102515 |
| 2024-08-01 | 32.9066452899301 |
| 2024-09-01 | 33.0331362357919 |
| 2024-10-01 | 33.2444845393801 |
| 2024-11-01 | 33.3053470505274 |
| 2024-12-01 | 33.3262702875111 |
| 2025-01-01 | 33.1656431693854 |
| 2025-02-01 | 33.5881981176454 |
| 2025-03-01 | 33.5035087247791 |
| 2025-04-01 | 33.5305729949008 |
| 2025-05-01 | 33.2105462401809 |
| 2025-06-01 | 33.3964840461644 |
| 2025-07-01 | 33.4027339739917 |
| 2025-08-01 | 33.5372209514080 |
| 2025-09-01 | 33.7116344770414 |
| 2025-10-01 | 33.6374547678945 |
| 2025-11-01 | 33.7836390767547 |
| 2025-12-01 | 34.0075553666363 |
| 2026-01-01 | 34.2580428977693 |
| 2026-02-01 | 33.9812510218669 |
| 2026-03-01 | 33.9045257192141 |
| 2026-04-01 | 34.1353682760074 |
| 2026-05-01 | 34.4455932861066 |
| 2026-06-01 | 34.9069092976664 |