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 2024-12-01 |
| Last Updated | 2025-01-29 5:16 AM CST |
| 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 | 14.421647719267499 |
| 1990-02-01 | 14.353390694704599 |
| 1990-03-01 | 14.487413111278400 |
| 1990-04-01 | 14.569284932672698 |
| 1990-05-01 | 14.547362007032600 |
| 1990-06-01 | 14.559965557616500 |
| 1990-07-01 | 14.672653099003902 |
| 1990-08-01 | 14.626538933149400 |
| 1990-09-01 | 14.688694097035100 |
| 1990-10-01 | 14.658102023271699 |
| 1990-11-01 | 14.651288395492100 |
| 1990-12-01 | 14.754593685666402 |
| 1991-01-01 | 14.835405895370100 |
| 1991-02-01 | 14.951967350605399 |
| 1991-03-01 | 15.082484027121300 |
| 1991-04-01 | 14.967525399935800 |
| 1991-05-01 | 14.940944644929500 |
| 1991-06-01 | 14.957115725279100 |
| 1991-07-01 | 15.091466202984100 |
| 1991-08-01 | 15.144504446981198 |
| 1991-09-01 | 15.184893534381000 |
| 1991-10-01 | 15.245767513325000 |
| 1991-11-01 | 15.231834722806198 |
| 1991-12-01 | 15.342629456099000 |
| 1992-01-01 | 15.363201506688700 |
| 1992-02-01 | 15.346193497787300 |
| 1992-03-01 | 15.380866287684901 |
| 1992-04-01 | 15.370192277373700 |
| 1992-05-01 | 15.527860842361902 |
| 1992-06-01 | 16.058773346745202 |
| 1992-07-01 | 15.621126537184400 |
| 1992-08-01 | 15.665170965143100 |
| 1992-09-01 | 15.575527121353000 |
| 1992-10-01 | 15.636282802220800 |
| 1992-11-01 | 15.700529181171200 |
| 1992-12-01 | 15.630460596730900 |
| 1993-01-01 | 15.800348992043400 |
| 1993-02-01 | 15.848179816442500 |
| 1993-03-01 | 15.780974604484400 |
| 1993-04-01 | 15.874722555025402 |
| 1993-05-01 | 15.811173644083800 |
| 1993-06-01 | 15.940088212147600 |
| 1993-07-01 | 15.747277130079699 |
| 1993-08-01 | 15.772260190311199 |
| 1993-09-01 | 15.662693486950701 |
| 1993-10-01 | 15.931008173307300 |
| 1993-11-01 | 15.974080807862899 |
| 1993-12-01 | 16.015726382010100 |
| 1994-01-01 | 15.832260357073100 |
| 1994-02-01 | 15.852382816942699 |
| 1994-03-01 | 15.991911133905099 |
| 1994-04-01 | 15.974718756719902 |
| 1994-05-01 | 16.094598175600500 |
| 1994-06-01 | 16.128802199451500 |
| 1994-07-01 | 15.969903357845302 |
| 1994-08-01 | 16.188512643360100 |
| 1994-09-01 | 16.252984287586802 |
| 1994-10-01 | 16.224242691089803 |
| 1994-11-01 | 16.252772838421198 |
| 1994-12-01 | 16.296123043490900 |
| 1995-01-01 | 16.361988480392302 |
| 1995-02-01 | 16.471023216169200 |
| 1995-03-01 | 16.495736135444800 |
| 1995-04-01 | 16.476255230090402 |
| 1995-05-01 | 16.480804855265400 |
| 1995-06-01 | 16.421383087303198 |
| 1995-07-01 | 16.583789851449000 |
| 1995-08-01 | 16.589778532728698 |
| 1995-09-01 | 16.745387813940400 |
| 1995-10-01 | 16.718130424793600 |
| 1995-11-01 | 16.843549501272500 |
| 1995-12-01 | 16.775646548205300 |
| 1996-01-01 | 16.582198697004600 |
| 1996-02-01 | 16.891363949855800 |
| 1996-03-01 | 16.902773469228900 |
| 1996-04-01 | 17.179244343823400 |
| 1996-05-01 | 17.073832988398200 |
| 1996-06-01 | 17.219210904199400 |
| 1996-07-01 | 17.073888290219500 |
| 1996-08-01 | 17.181233979020800 |
| 1996-09-01 | 17.033106963803900 |
| 1996-10-01 | 17.321309103197200 |
| 1996-11-01 | 17.349511242154400 |
| 1996-12-01 | 17.552757679278300 |
| 1997-01-01 | 17.500472254646800 |
| 1997-02-01 | 17.524906329477000 |
| 1997-03-01 | 17.507085011020300 |
| 1997-04-01 | 17.696867230985500 |
| 1997-05-01 | 17.779813541512300 |
| 1997-06-01 | 17.694703253029900 |
| 1997-07-01 | 17.856336538767200 |
| 1997-08-01 | 17.845494344873700 |
| 1997-09-01 | 17.920097204381000 |
| 1997-10-01 | 18.135996899528198 |
| 1997-11-01 | 18.170770512653900 |
| 1997-12-01 | 18.238381177755100 |
| 1998-01-01 | 18.411836003196800 |
| 1998-02-01 | 18.662798236201603 |
| 1998-03-01 | 18.611382270658698 |
| 1998-04-01 | 18.416492652491300 |
| 1998-05-01 | 18.395058227689102 |
| 1998-06-01 | 18.259225054231997 |
| 1998-07-01 | 18.318428025410100 |
| 1998-08-01 | 18.287526621784398 |
| 1998-09-01 | 18.204258408053697 |
| 1998-10-01 | 18.278164578445900 |
| 1998-11-01 | 18.216962506299500 |
| 1998-12-01 | 18.144417198366100 |
| 1999-01-01 | 18.001147013081802 |
| 1999-02-01 | 18.092046649911600 |
| 1999-03-01 | 18.012038453587900 |
| 1999-04-01 | 18.448853147506100 |
| 1999-05-01 | 18.319872362672697 |
| 1999-06-01 | 18.417575632635300 |
| 1999-07-01 | 18.367926454421397 |
| 1999-08-01 | 18.409154739866300 |
| 1999-09-01 | 18.591798153642900 |
| 1999-10-01 | 18.533969827739700 |
| 1999-11-01 | 18.659933253953500 |
| 1999-12-01 | 18.750364058535800 |
| 2000-01-01 | 18.802300265561700 |
| 2000-02-01 | 18.708613829814897 |
| 2000-03-01 | 18.804084875952803 |
| 2000-04-01 | 18.876130241374700 |
| 2000-05-01 | 18.838176100530102 |
| 2000-06-01 | 19.085516774222600 |
| 2000-07-01 | 19.329659273605500 |
| 2000-08-01 | 19.249712559313800 |
| 2000-09-01 | 19.281576750669700 |
| 2000-10-01 | 19.193228822496000 |
| 2000-11-01 | 19.097123734672100 |
| 2000-12-01 | 19.173489469934700 |
| 2001-01-01 | 19.187654538863303 |
| 2001-02-01 | 19.101811256081398 |
| 2001-03-01 | 19.393751215983300 |
| 2001-04-01 | 19.397217185720397 |
| 2001-05-01 | 19.460176252973000 |
| 2001-06-01 | 19.561760547963800 |
| 2001-07-01 | 19.590403997918000 |
| 2001-08-01 | 19.701607033037500 |
| 2001-09-01 | 19.676932980737700 |
| 2001-10-01 | 19.643642032460900 |
| 2001-11-01 | 19.826885544269400 |
| 2001-12-01 | 20.001149535699200 |
| 2002-01-01 | 20.274655756571300 |
| 2002-02-01 | 20.175832587425700 |
| 2002-03-01 | 20.181840513043300 |
| 2002-04-01 | 20.204906426738500 |
| 2002-05-01 | 20.271705558379100 |
| 2002-06-01 | 20.264919089885897 |
| 2002-07-01 | 20.264573939005498 |
| 2002-08-01 | 20.279593177715302 |
| 2002-09-01 | 20.181589663828400 |
| 2002-10-01 | 20.171516641419398 |
| 2002-11-01 | 20.350718729426700 |
| 2002-12-01 | 20.342935646712803 |
| 2003-01-01 | 20.347742372263202 |
| 2003-02-01 | 20.325046722003897 |
| 2003-03-01 | 20.373027303280200 |
| 2003-04-01 | 20.400305186497700 |
| 2003-05-01 | 20.477118655724798 |
| 2003-06-01 | 20.492283488265000 |
| 2003-07-01 | 20.750795477963802 |
| 2003-08-01 | 20.680193498843000 |
| 2003-09-01 | 20.491748960916397 |
| 2003-10-01 | 20.780361267039400 |
| 2003-11-01 | 20.753765014153103 |
| 2003-12-01 | 20.775905019686200 |
| 2004-01-01 | 20.630505779396600 |
| 2004-02-01 | 20.979565618989700 |
| 2004-03-01 | 21.068179389820198 |
| 2004-04-01 | 21.081955011817000 |
| 2004-05-01 | 21.174572522343897 |
| 2004-06-01 | 21.424802665565103 |
| 2004-07-01 | 21.559865489064396 |
| 2004-08-01 | 21.601233671580800 |
| 2004-09-01 | 21.904012134278698 |
| 2004-10-01 | 21.960776653632102 |
| 2004-11-01 | 22.140470779642100 |
| 2004-12-01 | 22.197461538283700 |
| 2005-01-01 | 22.523371716068898 |
| 2005-02-01 | 22.841126546430697 |
| 2005-03-01 | 22.771303318859700 |
| 2005-04-01 | 22.853766172067400 |
| 2005-05-01 | 22.980643815207600 |
| 2005-06-01 | 23.048594047328802 |
| 2005-07-01 | 23.285368771986200 |
| 2005-08-01 | 23.436820957660103 |
| 2005-09-01 | 23.510420900981497 |
| 2005-10-01 | 23.523221293952602 |
| 2005-11-01 | 23.520675339713996 |
| 2005-12-01 | 23.608968101834100 |
| 2006-01-01 | 23.721947918556800 |
| 2006-02-01 | 23.925465257271398 |
| 2006-03-01 | 23.885388985850202 |
| 2006-04-01 | 24.024362547980800 |
| 2006-05-01 | 24.095003988949000 |
| 2006-06-01 | 23.963445902611898 |
| 2006-07-01 | 23.798871266574302 |
| 2006-08-01 | 24.042692310718900 |
| 2006-09-01 | 24.117590424541998 |
| 2006-10-01 | 24.175804131826800 |
| 2006-11-01 | 24.408776330406800 |
| 2006-12-01 | 24.525763675059900 |
| 2007-01-01 | 24.532624036340398 |
| 2007-02-01 | 24.520531338014802 |
| 2007-03-01 | 24.699848159952804 |
| 2007-04-01 | 24.799225290985497 |
| 2007-05-01 | 24.919062187529400 |
| 2007-06-01 | 25.069619765742500 |
| 2007-07-01 | 24.806272691936500 |
| 2007-08-01 | 24.835065913574700 |
| 2007-09-01 | 24.918958467936303 |
| 2007-10-01 | 25.234824921370503 |
| 2007-11-01 | 25.292797491058200 |
| 2007-12-01 | 25.340258387103500 |
| 2008-01-01 | 25.565962977732898 |
| 2008-02-01 | 25.533273578712200 |
| 2008-03-01 | 25.494314448232398 |
| 2008-04-01 | 25.682553671607103 |
| 2008-05-01 | 25.748731120856600 |
| 2008-06-01 | 25.969607690972500 |
| 2008-07-01 | 26.005252034482698 |
| 2008-08-01 | 26.115515041934000 |
| 2008-09-01 | 26.213007974175202 |
| 2008-10-01 | 26.293918817017797 |
| 2008-11-01 | 26.287234602513800 |
| 2008-12-01 | 26.373836314527900 |
| 2009-01-01 | 25.900267264591697 |
| 2009-02-01 | 26.244932516623997 |
| 2009-03-01 | 26.172759171131503 |
| 2009-04-01 | 26.270884696550198 |
| 2009-05-01 | 26.277071846591202 |
| 2009-06-01 | 26.372563119097200 |
| 2009-07-01 | 26.495476720312500 |
| 2009-08-01 | 26.494294795815602 |
| 2009-09-01 | 26.484711607413500 |
| 2009-10-01 | 26.477839860698900 |
| 2009-11-01 | 26.489374362876500 |
| 2009-12-01 | 26.501637558078297 |
| 2010-01-01 | 26.645223511815100 |
| 2010-02-01 | 26.756209760024100 |
| 2010-03-01 | 26.944031099705100 |
| 2010-04-01 | 26.658044692847600 |
| 2010-05-01 | 26.882861817383500 |
| 2010-06-01 | 26.995141039350900 |
| 2010-07-01 | 27.295575466210103 |
| 2010-08-01 | 27.388584363714800 |
| 2010-09-01 | 27.148699142185300 |
| 2010-10-01 | 27.267654552748900 |
| 2010-11-01 | 27.285309111766600 |
| 2010-12-01 | 27.331747438216400 |
| 2011-01-01 | 27.279454290492800 |
| 2011-02-01 | 27.452886358840800 |
| 2011-03-01 | 27.618685038214398 |
| 2011-04-01 | 27.534671538180800 |
| 2011-05-01 | 27.560703740887900 |
| 2011-06-01 | 27.741061935515297 |
| 2011-07-01 | 27.911109931111003 |
| 2011-08-01 | 27.805513423522395 |
| 2011-09-01 | 27.720447797186400 |
| 2011-10-01 | 27.670093229983500 |
| 2011-11-01 | 27.660882250735604 |
| 2011-12-01 | 27.732034054910997 |
| 2012-01-01 | 28.013475623634800 |
| 2012-02-01 | 28.049328513987497 |
| 2012-03-01 | 28.195648274349300 |
| 2012-04-01 | 28.511325218150800 |
| 2012-05-01 | 28.429742087523397 |
| 2012-06-01 | 28.490686618548800 |
| 2012-07-01 | 28.645061865037700 |
| 2012-08-01 | 28.746699701608800 |
| 2012-09-01 | 28.901763288477696 |
| 2012-10-01 | 28.861068321651500 |
| 2012-11-01 | 28.920316429476000 |
| 2012-12-01 | 28.915484118536302 |
| 2013-01-01 | 28.726841208369700 |
| 2013-02-01 | 28.639311960893696 |
| 2013-03-01 | 28.488062053886400 |
| 2013-04-01 | 28.792670837789103 |
| 2013-05-01 | 28.605899969542500 |
| 2013-06-01 | 28.438961363549900 |
| 2013-07-01 | 28.373318651810800 |
| 2013-08-01 | 28.393746060402100 |
| 2013-09-01 | 28.493196618628100 |
| 2013-10-01 | 28.557870651270900 |
| 2013-11-01 | 28.583764100352200 |
| 2013-12-01 | 28.573579888117700 |
| 2014-01-01 | 28.734803136686395 |
| 2014-02-01 | 28.823019679311400 |
| 2014-03-01 | 28.784969098247800 |
| 2014-04-01 | 28.888671947463397 |
| 2014-05-01 | 29.000993150514496 |
| 2014-06-01 | 28.879072447391600 |
| 2014-07-01 | 28.908868452708003 |
| 2014-08-01 | 28.848372947966900 |
| 2014-09-01 | 28.787655205379895 |
| 2014-10-01 | 28.842772962711102 |
| 2014-11-01 | 28.944728990888702 |
| 2014-12-01 | 29.030496625852500 |
| 2015-01-01 | 28.635278065608397 |
| 2015-02-01 | 28.705596424789400 |
| 2015-03-01 | 28.776821191675300 |
| 2015-04-01 | 28.697553621146200 |
| 2015-05-01 | 28.605484431467100 |
| 2015-06-01 | 28.705686918690800 |
| 2015-07-01 | 28.735156173947395 |
| 2015-08-01 | 28.789770094749397 |
| 2015-09-01 | 28.987650625161700 |
| 2015-10-01 | 28.726482985513602 |
| 2015-11-01 | 28.722203222536503 |
| 2015-12-01 | 28.885276124739200 |
| 2016-01-01 | 28.844397021186598 |
| 2016-02-01 | 28.890630733131700 |
| 2016-03-01 | 28.960485758074800 |
| 2016-04-01 | 29.108998195757998 |
| 2016-05-01 | 29.114445871189105 |
| 2016-06-01 | 29.022505619114998 |
| 2016-07-01 | 29.378269944575200 |
| 2016-08-01 | 29.312576154738803 |
| 2016-09-01 | 29.488767272886800 |
| 2016-10-01 | 29.509104803803602 |
| 2016-11-01 | 29.505289971637502 |
| 2016-12-01 | 29.444136576215502 |
| 2017-01-01 | 29.539197646215700 |
| 2017-02-01 | 29.690639267617897 |
| 2017-03-01 | 29.655347715658397 |
| 2017-04-01 | 29.613715576153698 |
| 2017-05-01 | 29.707012693907500 |
| 2017-06-01 | 29.947818412335500 |
| 2017-07-01 | 30.014164919060804 |
| 2017-08-01 | 30.118154328120198 |
| 2017-09-01 | 30.288058022561398 |
| 2017-10-01 | 30.497581173377500 |
| 2017-11-01 | 30.693333761732200 |
| 2017-12-01 | 30.918581765318397 |
| 2018-01-01 | 30.628340218815600 |
| 2018-02-01 | 30.897655516419000 |
| 2018-03-01 | 31.053666644373898 |
| 2018-04-01 | 31.010692447981300 |
| 2018-05-01 | 31.080285513200103 |
| 2018-06-01 | 31.070357163039798 |
| 2018-07-01 | 31.050708228980398 |
| 2018-08-01 | 31.111856666935000 |
| 2018-09-01 | 31.293515797586302 |
| 2018-10-01 | 31.394636994829900 |
| 2018-11-01 | 31.395894958847500 |
| 2018-12-01 | 31.720454267587600 |
| 2019-01-01 | 31.595094366775303 |
| 2019-02-01 | 32.111875473724000 |
| 2019-03-01 | 32.067414608762000 |
| 2019-04-01 | 32.201825245293500 |
| 2019-05-01 | 32.236212804905200 |
| 2019-06-01 | 32.198487981957605 |
| 2019-07-01 | 32.182669763335300 |
| 2019-08-01 | 32.402929008627600 |
| 2019-09-01 | 32.392625273821800 |
| 2019-10-01 | 32.494333423140695 |
| 2019-11-01 | 32.700542259577900 |
| 2019-12-01 | 32.736127630791300 |
| 2020-01-01 | 32.757470058547400 |
| 2020-02-01 | 32.528391315319500 |
| 2020-03-01 | 32.477847923062100 |
| 2020-04-01 | 28.222827965031600 |
| 2020-05-01 | 28.812556425223498 |
| 2020-06-01 | 30.392669249181500 |
| 2020-07-01 | 30.564489610534395 |
| 2020-08-01 | 30.660773544995397 |
| 2020-09-01 | 30.494689646649604 |
| 2020-10-01 | 30.430833951461600 |
| 2020-11-01 | 30.346632521534100 |
| 2020-12-01 | 30.164991225036200 |
| 2021-01-01 | 30.186332368615798 |
| 2021-02-01 | 30.145996736557397 |
| 2021-03-01 | 30.213591682089200 |
| 2021-04-01 | 30.112394686123500 |
| 2021-05-01 | 30.096154999251700 |
| 2021-06-01 | 30.004176449823500 |
| 2021-07-01 | 29.943839483502803 |
| 2021-08-01 | 29.733693343310400 |
| 2021-09-01 | 29.684955287440000 |
| 2021-10-01 | 29.751355822411604 |
| 2021-11-01 | 29.772940741815200 |
| 2021-12-01 | 29.877943534888800 |
| 2022-01-01 | 30.147464416139897 |
| 2022-02-01 | 30.343080546893200 |
| 2022-03-01 | 30.422338319944200 |
| 2022-04-01 | 30.625010376282000 |
| 2022-05-01 | 30.700495163696500 |
| 2022-06-01 | 30.518714640068400 |
| 2022-07-01 | 30.737591109541100 |
| 2022-08-01 | 31.046169024255300 |
| 2022-09-01 | 31.367678396161498 |
| 2022-10-01 | 31.547295999537500 |
| 2022-11-01 | 31.466661173141798 |
| 2022-12-01 | 31.269304953507200 |
| 2023-01-01 | 31.625019689862300 |
| 2023-02-01 | 31.628413895714697 |
| 2023-03-01 | 31.826524260117600 |
| 2023-04-01 | 31.838901763342900 |
| 2023-05-01 | 31.912936491575900 |
| 2023-06-01 | 31.941935719239396 |
| 2023-07-01 | 32.148315572505304 |
| 2023-08-01 | 32.257423473555400 |
| 2023-09-01 | 32.547940167769106 |
| 2023-10-01 | 32.643850945931604 |
| 2023-11-01 | 32.867005065220300 |
| 2023-12-01 | 32.942572814474500 |
| 2024-01-01 | 33.017600354793800 |
| 2024-02-01 | 33.114400015154100 |
| 2024-03-01 | 33.025815724280700 |
| 2024-04-01 | 33.150571668987800 |
| 2024-05-01 | 33.325945819156400 |
| 2024-06-01 | 33.871496276059300 |
| 2024-07-01 | 33.766349473830700 |
| 2024-08-01 | 33.774481223189000 |
| 2024-09-01 | 33.633370453462700 |
| 2024-10-01 | 33.641332020305800 |
| 2024-11-01 | 33.661785798330400 |
| 2024-12-01 | 33.916348968090600 |
