Title: All Employees: Education and Health Services: Private Education and Health Services in Lancaster, PA (MSA) Series ID: LANC542EDUH 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 2024-02-01 Last Updated: 2024-03-23 5:23 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/LANC542EDUHN). 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 19.830288437400900 1990-02-01 19.894762323430600 1990-03-01 19.971233235224500 1990-04-01 20.172578962156200 1990-05-01 20.282301127858100 1990-06-01 20.391891703574900 1990-07-01 20.289995277935700 1990-08-01 20.298068518218000 1990-09-01 20.287812839984397 1990-10-01 20.317127513163100 1990-11-01 20.255810185692397 1990-12-01 20.399507561086100 1991-01-01 20.551330242891100 1991-02-01 20.695910301738900 1991-03-01 20.653443304193498 1991-04-01 20.865892705484800 1991-05-01 20.888074295181000 1991-06-01 21.121352909849900 1991-07-01 21.107394092442500 1991-08-01 21.131379750095200 1991-09-01 21.078821696143600 1991-10-01 21.096579358561698 1991-11-01 21.222844149840103 1991-12-01 21.180010186216200 1992-01-01 21.163192610358200 1992-02-01 21.196601040109900 1992-03-01 22.110717261088400 1992-04-01 22.161384261232600 1992-05-01 21.394295593376800 1992-06-01 21.348912280736900 1992-07-01 21.404586573606302 1992-08-01 21.567470469888500 1992-09-01 21.672352293632603 1992-10-01 21.691132639180797 1992-11-01 21.501687550241800 1992-12-01 21.662069804868196 1993-01-01 21.878782901811000 1993-02-01 21.594590042020602 1993-03-01 21.665495843758997 1993-04-01 21.580564280966897 1993-05-01 21.596942888489900 1993-06-01 21.586463541474600 1993-07-01 21.698126811517700 1993-08-01 21.801292769894600 1993-09-01 21.867967222082200 1993-10-01 22.288312970222200 1993-11-01 22.271261548166900 1993-12-01 22.341003466475897 1994-01-01 22.275072947975000 1994-02-01 22.392149904529700 1994-03-01 22.211153237690800 1994-04-01 22.590543441962500 1994-05-01 22.613630486745897 1994-06-01 22.647254271630400 1994-07-01 22.701550196479600 1994-08-01 22.641829291428103 1994-09-01 22.760037178846897 1994-10-01 22.789895693186804 1994-11-01 22.749381581468000 1994-12-01 22.827012590266300 1995-01-01 23.090473257627900 1995-02-01 23.078694086931500 1995-03-01 23.267869232659898 1995-04-01 23.211474263903800 1995-05-01 23.329836034044000 1995-06-01 23.488343306729604 1995-07-01 23.075565882917400 1995-08-01 23.258519696799002 1995-09-01 23.357880222548598 1995-10-01 23.186122346736603 1995-11-01 23.344603475537600 1995-12-01 23.332141910078100 1996-01-01 23.089216509158803 1996-02-01 23.359359955852398 1996-03-01 23.345941705031198 1996-04-01 23.439419389138997 1996-05-01 24.256917580688600 1996-06-01 23.365506425079698 1996-07-01 23.242880876155300 1996-08-01 23.637138433980397 1996-09-01 23.758051684013400 1996-10-01 23.888435703449300 1996-11-01 24.054391329768800 1996-12-01 24.143558626740305 1997-01-01 24.243893291501700 1997-02-01 24.120247899547895 1997-03-01 24.217863478170000 1997-04-01 24.263830938074600 1997-05-01 24.272024957571300 1997-06-01 24.148836828070603 1997-07-01 24.323231766089002 1997-08-01 24.407316506002303 1997-09-01 24.458555239327698 1997-10-01 24.597494375970303 1997-11-01 24.591389457189700 1997-12-01 24.679314314114000 1998-01-01 24.997510751927300 1998-02-01 24.871293333473800 1998-03-01 24.888074021379200 1998-04-01 24.884130662834100 1998-05-01 25.090490638738800 1998-06-01 25.105902587421102 1998-07-01 25.307431130966897 1998-08-01 25.269022492369200 1998-09-01 25.364672058425604 1998-10-01 25.622940696476803 1998-11-01 25.629685083345100 1998-12-01 25.812764547517702 1999-01-01 25.443841658965997 1999-02-01 25.404031333855000 1999-03-01 25.257346612748900 1999-04-01 25.602281131844897 1999-05-01 25.486767397308600 1999-06-01 25.744066882208900 1999-07-01 25.467827021924500 1999-08-01 25.741406319008302 1999-09-01 25.699683137556600 1999-10-01 25.483040876036600 1999-11-01 25.405271699381000 1999-12-01 25.574056566412303 2000-01-01 25.660616577285300 2000-02-01 25.939517525166696 2000-03-01 26.117714136871000 2000-04-01 26.015009722719604 2000-05-01 26.066632543481397 2000-06-01 26.156453065802804 2000-07-01 26.466907783767100 2000-08-01 26.437018139004003 2000-09-01 26.547281936702102 2000-10-01 26.632574926232300 2000-11-01 26.741196659645200 2000-12-01 26.801809812717000 2001-01-01 26.882746372100502 2001-02-01 27.158871561999500 2001-03-01 27.173262791423603 2001-04-01 27.325412172227000 2001-05-01 27.338251516442103 2001-06-01 27.493377556364496 2001-07-01 27.467541927253000 2001-08-01 27.666216364737302 2001-09-01 27.823809442342800 2001-10-01 27.781582290130400 2001-11-01 28.065020717788602 2001-12-01 28.210584095730300 2002-01-01 28.478428660300000 2002-02-01 28.584944676178104 2002-03-01 28.743230370774697 2002-04-01 28.818458209032396 2002-05-01 29.312384160718103 2002-06-01 29.034431645397202 2002-07-01 29.503973442403602 2002-08-01 29.625625786104496 2002-09-01 29.813936448571600 2002-10-01 29.996629770506300 2002-11-01 30.064049924812700 2002-12-01 30.310464307902100 2003-01-01 30.344164107670302 2003-02-01 30.420671190404896 2003-03-01 30.632808358764600 2003-04-01 30.498411406151700 2003-05-01 30.973280792474398 2003-06-01 31.217901943509700 2003-07-01 31.129020794256395 2003-08-01 31.070872714453300 2003-09-01 31.399852633133200 2003-10-01 31.808463109470200 2003-11-01 31.961217786202102 2003-12-01 31.996881626632000 2004-01-01 32.104701673481195 2004-02-01 32.389468432636100 2004-03-01 32.741185058392404 2004-04-01 32.348839371509600 2004-05-01 32.532734935279400 2004-06-01 32.822604789549196 2004-07-01 32.648362981167395 2004-08-01 32.703018646192500 2004-09-01 32.558204555081890 2004-10-01 32.522469992473695 2004-11-01 32.785163022199400 2004-12-01 33.104632104032600 2005-01-01 33.364460331134500 2005-02-01 33.494712986908400 2005-03-01 33.461300957826300 2005-04-01 34.187410581796700 2005-05-01 33.686998539825500 2005-06-01 34.064899658794200 2005-07-01 34.139602744148895 2005-08-01 34.201887381728200 2005-09-01 34.496235746627896 2005-10-01 35.027369552170800 2005-11-01 35.100135065881500 2005-12-01 34.998413751945100 2006-01-01 35.364573224267000 2006-02-01 35.304094084340100 2006-03-01 35.354754831067300 2006-04-01 35.716789516304600 2006-05-01 35.740254266212600 2006-06-01 35.632627050006704 2006-07-01 35.618571713828600 2006-08-01 36.005637881630896 2006-09-01 36.222452148140796 2006-10-01 35.930245403952000 2006-11-01 36.132826186013105 2006-12-01 36.308091106038795 2007-01-01 36.064042562143400 2007-02-01 36.134140525176605 2007-03-01 36.240679305457400 2007-04-01 36.358057135346200 2007-05-01 36.479162758965000 2007-06-01 36.411233238994100 2007-07-01 36.803482869079296 2007-08-01 36.789660368275705 2007-09-01 36.937461969242800 2007-10-01 36.929435269483900 2007-11-01 36.960751423009300 2007-12-01 37.093545460122600 2008-01-01 37.511757231363504 2008-02-01 37.544472059949200 2008-03-01 37.789381765318396 2008-04-01 37.813821662004500 2008-05-01 37.919460443481200 2008-06-01 38.100255151706100 2008-07-01 38.313795971208800 2008-08-01 38.329120616454000 2008-09-01 38.063321269064105 2008-10-01 38.191445543202210 2008-11-01 38.254509627943000 2008-12-01 38.374186611881300 2009-01-01 38.967691735833000 2009-02-01 38.626043990477400 2009-03-01 38.726182678635500 2009-04-01 38.792752399601600 2009-05-01 38.981707378792500 2009-06-01 39.064660758830705 2009-07-01 39.361498646533704 2009-08-01 39.191772344882104 2009-09-01 38.776403395901600 2009-10-01 39.248954093591706 2009-11-01 39.232974179605300 2009-12-01 39.329806130603900 2010-01-01 39.091415634817600 2010-02-01 39.188168617826500 2010-03-01 39.276339907853300 2010-04-01 39.471957937483000 2010-05-01 39.576092993883400 2010-06-01 39.609961797619900 2010-07-01 39.641941743797700 2010-08-01 39.687544857821200 2010-09-01 39.262106799294200 2010-10-01 39.794072128386105 2010-11-01 39.789771928723600 2010-12-01 39.988757921769000 2011-01-01 39.396184894879000 2011-02-01 39.747513297934000 2011-03-01 39.753632780512400 2011-04-01 39.635472706587400 2011-05-01 39.791689867377000 2011-06-01 39.754822909804794 2011-07-01 39.849825002101895 2011-08-01 39.886491902428900 2011-09-01 39.703426868194605 2011-10-01 40.157502710581000 2011-11-01 40.332040883757900 2011-12-01 40.337691421306296 2012-01-01 40.506974365207500 2012-02-01 40.614376201789604 2012-03-01 40.645331311228794 2012-04-01 40.486609865527800 2012-05-01 40.515040074250500 2012-06-01 40.518926511544400 2012-07-01 40.654740368535500 2012-08-01 40.591964527768100 2012-09-01 41.025916347040200 2012-10-01 41.126409694805800 2012-11-01 41.071632133502000 2012-12-01 41.399356867231900 2013-01-01 41.284816050965400 2013-02-01 41.493703295328004 2013-03-01 41.644918723867505 2013-04-01 42.122658645840104 2013-05-01 41.934214758692100 2013-06-01 42.214700966786395 2013-07-01 42.052524419151600 2013-08-01 42.311180932663400 2013-09-01 42.342829409226000 2013-10-01 42.303155982647700 2013-11-01 42.408367248294200 2013-12-01 42.379243509762900 2014-01-01 42.564113019080500 2014-02-01 42.378737519999700 2014-03-01 42.648207562406300 2014-04-01 42.979489918746204 2014-05-01 42.833924529871794 2014-06-01 42.993496550158994 2014-07-01 43.025468024301400 2014-08-01 43.077467756122210 2014-09-01 43.278672351080800 2014-10-01 43.297736534171290 2014-11-01 43.448514118290205 2014-12-01 43.490699862081300 2015-01-01 43.311775315964600 2015-02-01 43.259861697891395 2015-03-01 43.253150517916100 2015-04-01 43.351748385019400 2015-05-01 43.423576298464795 2015-06-01 43.581783341362890 2015-07-01 43.779357504338800 2015-08-01 43.724539123192800 2015-09-01 43.835241237288294 2015-10-01 43.886330379526900 2015-11-01 43.902093165508300 2015-12-01 44.124249864678200 2016-01-01 44.150920258484405 2016-02-01 44.238315772392504 2016-03-01 44.346816402428600 2016-04-01 44.437802502338000 2016-05-01 44.510976446457900 2016-06-01 44.375673898272600 2016-07-01 44.421147038875500 2016-08-01 44.535267382443600 2016-09-01 44.716402768038100 2016-10-01 44.762070924320500 2016-11-01 44.858071644191400 2016-12-01 44.772208520032100 2017-01-01 44.770503121975600 2017-02-01 45.123821967885700 2017-03-01 45.153851520221300 2017-04-01 45.147245400808000 2017-05-01 45.398164120579300 2017-06-01 45.369103994813300 2017-07-01 45.465260312452000 2017-08-01 45.409101340590710 2017-09-01 45.496962151154300 2017-10-01 45.526095131729500 2017-11-01 45.833323904325106 2017-12-01 45.821641789350096 2018-01-01 46.222358998440200 2018-02-01 46.335070962209905 2018-03-01 46.348888403000400 2018-04-01 46.360251325269296 2018-05-01 46.299755530590495 2018-06-01 46.313184185768200 2018-07-01 45.969788475622610 2018-08-01 46.340100570211604 2018-09-01 46.587554399444600 2018-10-01 46.803257138347995 2018-11-01 46.729413167232600 2018-12-01 46.885008217061900 2019-01-01 47.576202038185700 2019-02-01 46.985487482558100 2019-03-01 46.957235829158705 2019-04-01 47.082005511279796 2019-05-01 46.701357348729000 2019-06-01 47.009629206264600 2019-07-01 47.055988278003000 2019-08-01 47.562056027291405 2019-09-01 47.686034479097000 2019-10-01 47.882236668453500 2019-11-01 48.052306249566300 2019-12-01 48.248292072620200 2020-01-01 48.239307490762500 2020-02-01 48.260334725814600 2020-03-01 48.054813108398100 2020-04-01 42.161761901964100 2020-05-01 43.018790635505200 2020-06-01 45.286636695340500 2020-07-01 45.565447557299606 2020-08-01 45.818364463138200 2020-09-01 45.914513137797200 2020-10-01 45.907317125447900 2020-11-01 45.969037832799210 2020-12-01 45.825509009018496 2021-01-01 45.978200020970796 2021-02-01 46.172599319259100 2021-03-01 46.593026066543295 2021-04-01 46.416252134776290 2021-05-01 46.304755370211000 2021-06-01 47.137888578472500 2021-07-01 46.435058534447790 2021-08-01 46.153286927598400 2021-09-01 45.940937443336495 2021-10-01 45.698320106365100 2021-11-01 45.958261773348596 2021-12-01 45.981995148727900 2022-01-01 45.446718833177390 2022-02-01 46.144496246845290 2022-03-01 46.291254551283000 2022-04-01 46.314343987697400 2022-05-01 46.705113096000900 2022-06-01 46.723950228250104 2022-07-01 47.110189490066700 2022-08-01 47.343656571483200 2022-09-01 47.471172943267405 2022-10-01 47.761913361891700 2022-11-01 47.909952673863100 2022-12-01 48.211381655530204 2023-01-01 48.739300667517500 2023-02-01 48.665357142756300 2023-03-01 48.850773325596800 2023-04-01 49.274991320070290 2023-05-01 49.294418839679600 2023-06-01 49.818060886445400 2023-07-01 49.641660271514304 2023-08-01 49.890173712057400 2023-09-01 50.092896316801200 2023-10-01 50.504865653467600 2023-11-01 50.342531719832900 2023-12-01 50.622838599828704 2024-01-01 50.824162440473096 2024-02-01 50.867000208821494