Table Data - All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre--Hazleton, PA (MSA) |
|---|---|
| Series ID | SCRA542EDUH |
| 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 | 37.906270072297000 |
| 1990-02-01 | 37.658406749297800 |
| 1990-03-01 | 37.747704939123700 |
| 1990-04-01 | 37.753164798532100 |
| 1990-05-01 | 37.833961245321700 |
| 1990-06-01 | 37.934062116904200 |
| 1990-07-01 | 38.001457439111400 |
| 1990-08-01 | 38.208147586980296 |
| 1990-09-01 | 38.364143401147600 |
| 1990-10-01 | 38.254343799732600 |
| 1990-11-01 | 38.097753142564400 |
| 1990-12-01 | 38.144692385001000 |
| 1991-01-01 | 38.023584913360710 |
| 1991-02-01 | 38.052774422572000 |
| 1991-03-01 | 38.230159348150000 |
| 1991-04-01 | 38.134084807172606 |
| 1991-05-01 | 38.123226053369500 |
| 1991-06-01 | 38.234373704142300 |
| 1991-07-01 | 37.904935767223600 |
| 1991-08-01 | 38.426760719597900 |
| 1991-09-01 | 38.271361851350300 |
| 1991-10-01 | 38.560358714636294 |
| 1991-11-01 | 38.905398392048795 |
| 1991-12-01 | 39.128094934276100 |
| 1992-01-01 | 39.163607911249706 |
| 1992-02-01 | 39.322949711689894 |
| 1992-03-01 | 39.276827203232300 |
| 1992-04-01 | 39.479732592218795 |
| 1992-05-01 | 39.708175908487895 |
| 1992-06-01 | 39.762653415903600 |
| 1992-07-01 | 40.067404289373800 |
| 1992-08-01 | 39.901703038312200 |
| 1992-09-01 | 40.122632155553300 |
| 1992-10-01 | 40.142256388609500 |
| 1992-11-01 | 40.282296243957000 |
| 1992-12-01 | 40.012529332316000 |
| 1993-01-01 | 40.207349544989900 |
| 1993-02-01 | 40.271084223321790 |
| 1993-03-01 | 40.091883725376000 |
| 1993-04-01 | 40.337073450302500 |
| 1993-05-01 | 40.389729563606400 |
| 1993-06-01 | 40.490215894352296 |
| 1993-07-01 | 40.813162947734700 |
| 1993-08-01 | 40.786369992660600 |
| 1993-09-01 | 40.878843935288400 |
| 1993-10-01 | 40.936200467845396 |
| 1993-11-01 | 40.773452093349110 |
| 1993-12-01 | 40.999527986873396 |
| 1994-01-01 | 40.937181769364800 |
| 1994-02-01 | 40.988132237606900 |
| 1994-03-01 | 40.891275352251895 |
| 1994-04-01 | 41.880363456674710 |
| 1994-05-01 | 41.974500384869790 |
| 1994-06-01 | 41.834465106291900 |
| 1994-07-01 | 41.683641061232100 |
| 1994-08-01 | 41.897227095319200 |
| 1994-09-01 | 42.069446625402400 |
| 1994-10-01 | 42.005415291877100 |
| 1994-11-01 | 42.127830695498000 |
| 1994-12-01 | 42.168426336673996 |
| 1995-01-01 | 42.979487330882210 |
| 1995-02-01 | 42.998462747808500 |
| 1995-03-01 | 43.150185945196800 |
| 1995-04-01 | 43.241984758639404 |
| 1995-05-01 | 42.976428246938895 |
| 1995-06-01 | 42.568289608209895 |
| 1995-07-01 | 43.194061242188700 |
| 1995-08-01 | 43.311062594448790 |
| 1995-09-01 | 43.472489774948100 |
| 1995-10-01 | 43.455213005077894 |
| 1995-11-01 | 43.677659501465705 |
| 1995-12-01 | 43.422384117762300 |
| 1996-01-01 | 43.169450181482600 |
| 1996-02-01 | 43.306769619988300 |
| 1996-03-01 | 43.449111865322100 |
| 1996-04-01 | 43.121568415462100 |
| 1996-05-01 | 43.508852393386405 |
| 1996-06-01 | 43.301018742234300 |
| 1996-07-01 | 43.583394655948496 |
| 1996-08-01 | 43.676535493544400 |
| 1996-09-01 | 43.672702081205500 |
| 1996-10-01 | 43.925030169162400 |
| 1996-11-01 | 43.937815687387705 |
| 1996-12-01 | 44.375585360324000 |
| 1997-01-01 | 43.969940560344300 |
| 1997-02-01 | 44.111116123535500 |
| 1997-03-01 | 43.957210102856905 |
| 1997-04-01 | 44.208888921935205 |
| 1997-05-01 | 44.353008539436104 |
| 1997-06-01 | 44.451194324476100 |
| 1997-07-01 | 43.948118471812805 |
| 1997-08-01 | 44.112383563390800 |
| 1997-09-01 | 44.349445450266295 |
| 1997-10-01 | 44.603882122727000 |
| 1997-11-01 | 44.703996725676300 |
| 1997-12-01 | 44.749034495235904 |
| 1998-01-01 | 45.178215679610204 |
| 1998-02-01 | 45.110861525430200 |
| 1998-03-01 | 45.190882226702000 |
| 1998-04-01 | 45.186917545251290 |
| 1998-05-01 | 45.013811793647896 |
| 1998-06-01 | 45.183431655600610 |
| 1998-07-01 | 45.214093049448700 |
| 1998-08-01 | 45.349422693759000 |
| 1998-09-01 | 45.170911208997204 |
| 1998-10-01 | 45.306690623212900 |
| 1998-11-01 | 45.209453777829600 |
| 1998-12-01 | 45.260703290026704 |
| 1999-01-01 | 44.560112686662400 |
| 1999-02-01 | 44.826913511890400 |
| 1999-03-01 | 44.962831141753504 |
| 1999-04-01 | 45.466419319616390 |
| 1999-05-01 | 45.161144381482400 |
| 1999-06-01 | 45.092121445520200 |
| 1999-07-01 | 45.141777772657700 |
| 1999-08-01 | 45.104306430621700 |
| 1999-09-01 | 45.014769378030700 |
| 1999-10-01 | 45.363470118103510 |
| 1999-11-01 | 45.462732265809095 |
| 1999-12-01 | 45.494622421726400 |
| 2000-01-01 | 45.674540760582890 |
| 2000-02-01 | 45.660159883281600 |
| 2000-03-01 | 45.621618215497600 |
| 2000-04-01 | 45.330625682434500 |
| 2000-05-01 | 45.167918155073394 |
| 2000-06-01 | 45.207858134675290 |
| 2000-07-01 | 45.174219245730600 |
| 2000-08-01 | 45.188144949694500 |
| 2000-09-01 | 45.740087206985706 |
| 2000-10-01 | 45.034042315739300 |
| 2000-11-01 | 45.029865698570500 |
| 2000-12-01 | 45.167834987916300 |
| 2001-01-01 | 44.644879349984706 |
| 2001-02-01 | 45.028640008217000 |
| 2001-03-01 | 44.918016978032600 |
| 2001-04-01 | 44.895770834512994 |
| 2001-05-01 | 44.740024174249400 |
| 2001-06-01 | 45.036998938852500 |
| 2001-07-01 | 45.197824879021700 |
| 2001-08-01 | 45.397308859481704 |
| 2001-09-01 | 45.436368929536290 |
| 2001-10-01 | 45.282776375613500 |
| 2001-11-01 | 45.367018511840290 |
| 2001-12-01 | 45.219082955509210 |
| 2002-01-01 | 45.448382494581296 |
| 2002-02-01 | 45.907702246696700 |
| 2002-03-01 | 45.912590429893704 |
| 2002-04-01 | 46.208755482047900 |
| 2002-05-01 | 46.590041954539200 |
| 2002-06-01 | 46.610730934879600 |
| 2002-07-01 | 46.547482887865200 |
| 2002-08-01 | 46.770853456966400 |
| 2002-09-01 | 46.849781069520100 |
| 2002-10-01 | 46.877233139821400 |
| 2002-11-01 | 47.069761819243794 |
| 2002-12-01 | 46.862178069940210 |
| 2003-01-01 | 47.565169777991800 |
| 2003-02-01 | 47.477847131506700 |
| 2003-03-01 | 47.900946777161100 |
| 2003-04-01 | 47.717002056115106 |
| 2003-05-01 | 48.047689326075500 |
| 2003-06-01 | 48.297233832110610 |
| 2003-07-01 | 47.688600397763004 |
| 2003-08-01 | 47.729216666840800 |
| 2003-09-01 | 47.847327155814110 |
| 2003-10-01 | 48.069119326397704 |
| 2003-11-01 | 48.063008453917400 |
| 2003-12-01 | 48.300832845911100 |
| 2004-01-01 | 47.143622590181100 |
| 2004-02-01 | 47.093862285034000 |
| 2004-03-01 | 47.265932409549290 |
| 2004-04-01 | 47.573953168185795 |
| 2004-05-01 | 47.623158001488290 |
| 2004-06-01 | 47.722322661617000 |
| 2004-07-01 | 48.097090020391290 |
| 2004-08-01 | 48.060502288810600 |
| 2004-09-01 | 48.130961872863395 |
| 2004-10-01 | 48.551728524363390 |
| 2004-11-01 | 48.855471320603506 |
| 2004-12-01 | 49.073851590916300 |
| 2005-01-01 | 48.859926738856494 |
| 2005-02-01 | 48.864968099355096 |
| 2005-03-01 | 48.789643177940505 |
| 2005-04-01 | 49.111260476355895 |
| 2005-05-01 | 48.931509204061800 |
| 2005-06-01 | 48.982448931667605 |
| 2005-07-01 | 49.217432423336895 |
| 2005-08-01 | 49.194016689852300 |
| 2005-09-01 | 49.207349817829105 |
| 2005-10-01 | 49.334639561671400 |
| 2005-11-01 | 49.146612977396710 |
| 2005-12-01 | 49.466822826880800 |
| 2006-01-01 | 49.566037041730794 |
| 2006-02-01 | 50.033904190862710 |
| 2006-03-01 | 49.917500128489200 |
| 2006-04-01 | 49.679302626189205 |
| 2006-05-01 | 49.883403589981210 |
| 2006-06-01 | 49.799530312539794 |
| 2006-07-01 | 49.720223632327400 |
| 2006-08-01 | 49.893713138815606 |
| 2006-09-01 | 49.989867715626495 |
| 2006-10-01 | 49.713341124752000 |
| 2006-11-01 | 49.938200123667000 |
| 2006-12-01 | 49.786642094041900 |
| 2007-01-01 | 49.670632537083800 |
| 2007-02-01 | 49.801598889754400 |
| 2007-03-01 | 49.728398177748794 |
| 2007-04-01 | 49.970107747439606 |
| 2007-05-01 | 50.244487473739300 |
| 2007-06-01 | 50.592267900814110 |
| 2007-07-01 | 50.351538691846294 |
| 2007-08-01 | 49.977994147366890 |
| 2007-09-01 | 50.605879403077790 |
| 2007-10-01 | 50.595003258774100 |
| 2007-11-01 | 50.610697725419705 |
| 2007-12-01 | 50.576337067594610 |
| 2008-01-01 | 51.302988616850904 |
| 2008-02-01 | 50.855143210708505 |
| 2008-03-01 | 50.773316043761100 |
| 2008-04-01 | 51.154983188418290 |
| 2008-05-01 | 51.105527946692700 |
| 2008-06-01 | 51.266975988776700 |
| 2008-07-01 | 51.527915985918600 |
| 2008-08-01 | 51.642034430479800 |
| 2008-09-01 | 51.867414310477400 |
| 2008-10-01 | 51.562518422080200 |
| 2008-11-01 | 51.472259300387600 |
| 2008-12-01 | 51.415021544816800 |
| 2009-01-01 | 51.812029440305900 |
| 2009-02-01 | 51.712346049607300 |
| 2009-03-01 | 51.786045389885300 |
| 2009-04-01 | 51.851836494844704 |
| 2009-05-01 | 51.472545376150705 |
| 2009-06-01 | 51.976885014664710 |
| 2009-07-01 | 51.784497778412295 |
| 2009-08-01 | 51.771609777139900 |
| 2009-09-01 | 51.754337214962900 |
| 2009-10-01 | 51.954234430686000 |
| 2009-11-01 | 51.917688678555606 |
| 2009-12-01 | 51.788021128463400 |
| 2010-01-01 | 51.918502851024290 |
| 2010-02-01 | 51.980471878627900 |
| 2010-03-01 | 52.113842183033000 |
| 2010-04-01 | 52.073897143230300 |
| 2010-05-01 | 52.128353759267206 |
| 2010-06-01 | 52.198010090555290 |
| 2010-07-01 | 52.250734560142604 |
| 2010-08-01 | 52.223666595930990 |
| 2010-09-01 | 52.256603936805500 |
| 2010-10-01 | 52.443429727090400 |
| 2010-11-01 | 52.550339593220500 |
| 2010-12-01 | 52.604828852105290 |
| 2011-01-01 | 52.543206820652510 |
| 2011-02-01 | 52.649468604241200 |
| 2011-03-01 | 52.648479786411800 |
| 2011-04-01 | 52.311059892837704 |
| 2011-05-01 | 52.456846432129296 |
| 2011-06-01 | 52.767776074006700 |
| 2011-07-01 | 52.604572240874994 |
| 2011-08-01 | 52.767673019015700 |
| 2011-09-01 | 52.736572610713104 |
| 2011-10-01 | 52.753103713245004 |
| 2011-11-01 | 52.684192454014500 |
| 2011-12-01 | 52.686959501309396 |
| 2012-01-01 | 52.270398922103794 |
| 2012-02-01 | 53.250951054471500 |
| 2012-03-01 | 52.755046768475400 |
| 2012-04-01 | 52.650173556518710 |
| 2012-05-01 | 52.242462118353800 |
| 2012-06-01 | 52.295147168330600 |
| 2012-07-01 | 52.311320944592710 |
| 2012-08-01 | 52.258712355967290 |
| 2012-09-01 | 52.318724592548705 |
| 2012-10-01 | 52.072036287016710 |
| 2012-11-01 | 52.060636310079100 |
| 2012-12-01 | 52.385492384842300 |
| 2013-01-01 | 51.589668446744696 |
| 2013-02-01 | 51.906979138426294 |
| 2013-03-01 | 51.844434730595600 |
| 2013-04-01 | 51.592173970069200 |
| 2013-05-01 | 51.697991131839000 |
| 2013-06-01 | 51.613479449844600 |
| 2013-07-01 | 51.670795655164700 |
| 2013-08-01 | 51.612939974736800 |
| 2013-09-01 | 51.695592064504204 |
| 2013-10-01 | 51.784672405948000 |
| 2013-11-01 | 52.062574279064210 |
| 2013-12-01 | 52.096882708574896 |
| 2014-01-01 | 52.137369786053600 |
| 2014-02-01 | 52.147090870032800 |
| 2014-03-01 | 52.150794264907290 |
| 2014-04-01 | 52.109150398995894 |
| 2014-05-01 | 51.928037908615500 |
| 2014-06-01 | 51.909631620356210 |
| 2014-07-01 | 52.042598149489606 |
| 2014-08-01 | 52.094469366151294 |
| 2014-09-01 | 52.179952904196206 |
| 2014-10-01 | 51.979641929866000 |
| 2014-11-01 | 51.993021117485200 |
| 2014-12-01 | 51.945754373122504 |
| 2015-01-01 | 51.769028860740605 |
| 2015-02-01 | 51.593064687534500 |
| 2015-03-01 | 51.487666694822100 |
| 2015-04-01 | 51.928457365351110 |
| 2015-05-01 | 52.063918613914700 |
| 2015-06-01 | 52.077160220192300 |
| 2015-07-01 | 51.999269488765300 |
| 2015-08-01 | 51.930796192269000 |
| 2015-09-01 | 51.847820433564300 |
| 2015-10-01 | 52.180004123839900 |
| 2015-11-01 | 52.148295538736400 |
| 2015-12-01 | 52.195460149644795 |
| 2016-01-01 | 52.945749216300200 |
| 2016-02-01 | 52.623181079907400 |
| 2016-03-01 | 52.684159245261796 |
| 2016-04-01 | 52.929465136608500 |
| 2016-05-01 | 53.302044669095790 |
| 2016-06-01 | 52.834753598399400 |
| 2016-07-01 | 53.101007982876700 |
| 2016-08-01 | 53.405802430639700 |
| 2016-09-01 | 53.007725063683790 |
| 2016-10-01 | 53.157498317538500 |
| 2016-11-01 | 53.183810570403790 |
| 2016-12-01 | 53.478622476039300 |
| 2017-01-01 | 53.287711026484100 |
| 2017-02-01 | 53.444625784521100 |
| 2017-03-01 | 53.275701911258400 |
| 2017-04-01 | 53.258254217089004 |
| 2017-05-01 | 53.443256053326800 |
| 2017-06-01 | 53.497618364449500 |
| 2017-07-01 | 53.617313811137294 |
| 2017-08-01 | 53.516927384653400 |
| 2017-09-01 | 53.743412173080100 |
| 2017-10-01 | 53.638815956908500 |
| 2017-11-01 | 53.726615994777696 |
| 2017-12-01 | 53.689380643829600 |
| 2018-01-01 | 53.838923878806106 |
| 2018-02-01 | 53.976135636978206 |
| 2018-03-01 | 54.023996984080110 |
| 2018-04-01 | 54.208901062803500 |
| 2018-05-01 | 54.076324341310900 |
| 2018-06-01 | 54.354920404512605 |
| 2018-07-01 | 54.249188340320700 |
| 2018-08-01 | 54.389284798351895 |
| 2018-09-01 | 54.490590460259504 |
| 2018-10-01 | 54.412399816510900 |
| 2018-11-01 | 54.419381308389700 |
| 2018-12-01 | 54.908058214188200 |
| 2019-01-01 | 54.751673732935800 |
| 2019-02-01 | 54.910631704147605 |
| 2019-03-01 | 55.153863822772800 |
| 2019-04-01 | 55.368734432425210 |
| 2019-05-01 | 54.526344877544204 |
| 2019-06-01 | 55.122998037642000 |
| 2019-07-01 | 55.399129784793300 |
| 2019-08-01 | 55.482596526403600 |
| 2019-09-01 | 55.340368788830794 |
| 2019-10-01 | 55.387569123696500 |
| 2019-11-01 | 55.498649501761800 |
| 2019-12-01 | 55.217244572469596 |
| 2020-01-01 | 55.962556499112395 |
| 2020-02-01 | 55.567002246638296 |
| 2020-03-01 | 55.358646614630700 |
| 2020-04-01 | 46.843273511591100 |
| 2020-05-01 | 47.450580000716705 |
| 2020-06-01 | 49.454836764813100 |
| 2020-07-01 | 50.642621206061500 |
| 2020-08-01 | 51.176572882544000 |
| 2020-09-01 | 51.171281989959100 |
| 2020-10-01 | 51.163815931051000 |
| 2020-11-01 | 50.872563843307000 |
| 2020-12-01 | 49.517759114881800 |
| 2021-01-01 | 50.578914395129990 |
| 2021-02-01 | 50.056357430789100 |
| 2021-03-01 | 50.918245741107210 |
| 2021-04-01 | 50.638696783485500 |
| 2021-05-01 | 50.727067011147696 |
| 2021-06-01 | 50.755956788009100 |
| 2021-07-01 | 50.414619711049900 |
| 2021-08-01 | 49.951572296387900 |
| 2021-09-01 | 49.616969525417794 |
| 2021-10-01 | 50.478681993023700 |
| 2021-11-01 | 50.757468705305500 |
| 2021-12-01 | 51.189230639347294 |
| 2022-01-01 | 51.039537867709210 |
| 2022-02-01 | 50.770309783774700 |
| 2022-03-01 | 50.601084008276100 |
| 2022-04-01 | 50.959952664840095 |
| 2022-05-01 | 51.155819824708395 |
| 2022-06-01 | 51.136087625829000 |
| 2022-07-01 | 51.619900245540000 |
| 2022-08-01 | 51.640867670652000 |
| 2022-09-01 | 51.768041803573595 |
| 2022-10-01 | 51.666302780290500 |
| 2022-11-01 | 51.703712199516600 |
| 2022-12-01 | 51.962853175447904 |
| 2023-01-01 | 51.988870449825300 |
| 2023-02-01 | 52.263363150919600 |
| 2023-03-01 | 52.474072840472296 |
| 2023-04-01 | 52.652346872619200 |
| 2023-05-01 | 52.599080830873100 |
| 2023-06-01 | 52.865648062549000 |
| 2023-07-01 | 52.811932177386204 |
| 2023-08-01 | 52.885530405354900 |
| 2023-09-01 | 53.417187775412100 |
| 2023-10-01 | 53.746540479193900 |
| 2023-11-01 | 53.944255683165395 |
| 2023-12-01 | 54.103429580661704 |
| 2024-01-01 | 54.501635349244204 |
| 2024-02-01 | 54.642992031446400 |
| 2024-03-01 | 54.827814455230800 |
| 2024-04-01 | 54.908085214854900 |
| 2024-05-01 | 54.940015334579290 |
| 2024-06-01 | 55.419806509866300 |
| 2024-07-01 | 55.773329547561290 |
| 2024-08-01 | 55.988029779225400 |
| 2024-09-01 | 55.755339042758210 |
| 2024-10-01 | 56.012118166629804 |
| 2024-11-01 | 56.276093593777894 |
| 2024-12-01 | 56.356118831595000 |
