Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Pennsylvania
| Title | All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Pennsylvania |
|---|---|
| Series ID | SMU42000006561130001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-01-01 |
| Last Updated | 2026-04-10 11:51 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 | 115.233803892887 |
| 1990-02-01 | 112.099958745238 |
| 1990-03-01 | 112.258247443436 |
| 1990-04-01 | 112.965623397086 |
| 1990-05-01 | 113.055902530572 |
| 1990-06-01 | 112.820749726126 |
| 1990-07-01 | 113.215846966099 |
| 1990-08-01 | 113.796163897952 |
| 1990-09-01 | 114.466943139676 |
| 1990-10-01 | 114.998263511850 |
| 1990-11-01 | 114.683894382821 |
| 1990-12-01 | 115.432181972473 |
| 1991-01-01 | 114.990213104727 |
| 1991-02-01 | 115.743214344797 |
| 1991-03-01 | 116.098188298380 |
| 1991-04-01 | 115.977579546251 |
| 1991-05-01 | 116.061346660032 |
| 1991-06-01 | 115.434745884390 |
| 1991-07-01 | 112.850310970203 |
| 1991-08-01 | 113.932532202398 |
| 1991-09-01 | 114.629918959543 |
| 1991-10-01 | 114.612684266222 |
| 1991-11-01 | 114.956352429375 |
| 1991-12-01 | 114.165966856722 |
| 1992-01-01 | 114.789468053423 |
| 1992-02-01 | 114.370278120420 |
| 1992-03-01 | 113.974544714416 |
| 1992-04-01 | 113.917985715314 |
| 1992-05-01 | 113.757371136726 |
| 1992-06-01 | 114.226861056635 |
| 1992-07-01 | 113.721580112828 |
| 1992-08-01 | 113.553796016693 |
| 1992-09-01 | 113.454095239308 |
| 1992-10-01 | 114.000215393469 |
| 1992-11-01 | 114.218776872826 |
| 1992-12-01 | 114.278204001955 |
| 1993-01-01 | 114.206215041199 |
| 1993-02-01 | 114.247504509344 |
| 1993-03-01 | 114.135170392795 |
| 1993-04-01 | 110.461960724801 |
| 1993-05-01 | 112.528829775585 |
| 1993-06-01 | 113.430020713358 |
| 1993-07-01 | 115.208135429243 |
| 1993-08-01 | 116.825759166067 |
| 1993-09-01 | 115.706351444649 |
| 1993-10-01 | 115.996715844540 |
| 1993-11-01 | 116.100982215764 |
| 1993-12-01 | 117.178643620504 |
| 1994-01-01 | 118.167687910678 |
| 1994-02-01 | 118.499195506193 |
| 1994-03-01 | 119.763406263865 |
| 1994-04-01 | 120.825781914145 |
| 1994-05-01 | 121.726633266930 |
| 1994-06-01 | 122.220558182392 |
| 1994-07-01 | 121.772179023265 |
| 1994-08-01 | 122.472882719402 |
| 1994-09-01 | 122.021276316411 |
| 1994-10-01 | 120.846196226388 |
| 1994-11-01 | 120.405320394750 |
| 1994-12-01 | 120.524940326432 |
| 1995-01-01 | 120.782994944827 |
| 1995-02-01 | 121.581969890036 |
| 1995-03-01 | 121.660158586501 |
| 1995-04-01 | 121.632965834420 |
| 1995-05-01 | 122.436554512504 |
| 1995-06-01 | 123.799265611636 |
| 1995-07-01 | 118.157951615804 |
| 1995-08-01 | 119.220580864325 |
| 1995-09-01 | 120.388471034091 |
| 1995-10-01 | 123.870888601151 |
| 1995-11-01 | 123.634253622342 |
| 1995-12-01 | 123.598856253104 |
| 1996-01-01 | 122.711018506268 |
| 1996-02-01 | 123.394849215101 |
| 1996-03-01 | 123.658129219267 |
| 1996-04-01 | 123.960320131376 |
| 1996-05-01 | 124.333702836825 |
| 1996-06-01 | 125.683607454740 |
| 1996-07-01 | 125.075356146506 |
| 1996-08-01 | 125.717045807496 |
| 1996-09-01 | 125.813435234311 |
| 1996-10-01 | 125.797032123687 |
| 1996-11-01 | 125.167472516121 |
| 1996-12-01 | 125.169255363907 |
| 1997-01-01 | 123.841186506910 |
| 1997-02-01 | 124.155569049594 |
| 1997-03-01 | 124.014430501757 |
| 1997-04-01 | 124.747494732772 |
| 1997-05-01 | 124.736911326685 |
| 1997-06-01 | 125.610891855002 |
| 1997-07-01 | 126.969308348658 |
| 1997-08-01 | 128.027610015154 |
| 1997-09-01 | 129.465756147466 |
| 1997-10-01 | 127.103219648410 |
| 1997-11-01 | 127.371380744223 |
| 1997-12-01 | 128.191429623791 |
| 1998-01-01 | 126.856950474133 |
| 1998-02-01 | 128.331857662401 |
| 1998-03-01 | 129.427572193915 |
| 1998-04-01 | 128.864621173457 |
| 1998-05-01 | 128.447279615193 |
| 1998-06-01 | 127.542516465042 |
| 1998-07-01 | 128.364389374588 |
| 1998-08-01 | 128.184345119144 |
| 1998-09-01 | 128.741283621037 |
| 1998-10-01 | 129.543890901102 |
| 1998-11-01 | 129.235176132441 |
| 1998-12-01 | 129.682200315580 |
| 1999-01-01 | 130.419470316368 |
| 1999-02-01 | 129.548248283450 |
| 1999-03-01 | 129.022523492863 |
| 1999-04-01 | 130.617307782818 |
| 1999-05-01 | 130.345792740211 |
| 1999-06-01 | 129.994390594953 |
| 1999-07-01 | 128.636855211570 |
| 1999-08-01 | 128.598000299820 |
| 1999-09-01 | 128.269702739001 |
| 1999-10-01 | 130.338223497318 |
| 1999-11-01 | 130.783500678441 |
| 1999-12-01 | 129.528453849912 |
| 2000-01-01 | 133.723829583748 |
| 2000-02-01 | 129.905180361943 |
| 2000-03-01 | 129.292122620552 |
| 2000-04-01 | 129.308620802086 |
| 2000-05-01 | 131.273521409222 |
| 2000-06-01 | 130.311059503254 |
| 2000-07-01 | 130.084090786845 |
| 2000-08-01 | 130.429173250317 |
| 2000-09-01 | 130.428202609882 |
| 2000-10-01 | 129.081706657711 |
| 2000-11-01 | 129.702414867953 |
| 2000-12-01 | 130.370500949360 |
| 2001-01-01 | 130.970112337883 |
| 2001-02-01 | 131.023743516477 |
| 2001-03-01 | 131.894084154723 |
| 2001-04-01 | 131.080438540576 |
| 2001-05-01 | 130.984704373694 |
| 2001-06-01 | 132.035037653196 |
| 2001-07-01 | 133.606369486034 |
| 2001-08-01 | 133.721491871249 |
| 2001-09-01 | 133.595356457099 |
| 2001-10-01 | 131.046786180886 |
| 2001-11-01 | 131.533845497147 |
| 2001-12-01 | 131.076841021539 |
| 2002-01-01 | 137.495494905845 |
| 2002-02-01 | 134.899651120766 |
| 2002-03-01 | 134.680750727589 |
| 2002-04-01 | 134.600663692245 |
| 2002-05-01 | 134.308905874639 |
| 2002-06-01 | 135.816659618010 |
| 2002-07-01 | 136.480676837891 |
| 2002-08-01 | 136.771613289535 |
| 2002-09-01 | 137.193932479253 |
| 2002-10-01 | 136.835750791158 |
| 2002-11-01 | 136.944257913584 |
| 2002-12-01 | 132.747007420116 |
| 2003-01-01 | 140.789737019506 |
| 2003-02-01 | 137.297448581825 |
| 2003-03-01 | 137.504921788908 |
| 2003-04-01 | 136.669269465717 |
| 2003-05-01 | 137.793080998794 |
| 2003-06-01 | 138.191936183005 |
| 2003-07-01 | 136.643186995770 |
| 2003-08-01 | 137.991517488497 |
| 2003-09-01 | 137.794519402844 |
| 2003-10-01 | 138.824012189387 |
| 2003-11-01 | 139.402500397278 |
| 2003-12-01 | 138.591174541131 |
| 2004-01-01 | 138.011551257984 |
| 2004-02-01 | 137.485206238593 |
| 2004-03-01 | 138.730570463542 |
| 2004-04-01 | 138.756643568711 |
| 2004-05-01 | 138.465849514468 |
| 2004-06-01 | 138.620921505482 |
| 2004-07-01 | 138.230419852588 |
| 2004-08-01 | 136.961115919441 |
| 2004-09-01 | 136.757519441667 |
| 2004-10-01 | 137.459027601542 |
| 2004-11-01 | 137.808568574133 |
| 2004-12-01 | 138.613855779135 |
| 2005-01-01 | 142.916744022615 |
| 2005-02-01 | 139.991048541676 |
| 2005-03-01 | 139.260933413447 |
| 2005-04-01 | 141.014160649567 |
| 2005-05-01 | 140.068809237711 |
| 2005-06-01 | 139.904774114262 |
| 2005-07-01 | 141.739798192672 |
| 2005-08-01 | 141.160237146089 |
| 2005-09-01 | 141.476984961821 |
| 2005-10-01 | 141.477488489429 |
| 2005-11-01 | 141.486801919974 |
| 2005-12-01 | 142.167201465195 |
| 2006-01-01 | 140.792357954923 |
| 2006-02-01 | 140.622456374110 |
| 2006-03-01 | 140.053212672121 |
| 2006-04-01 | 140.244583859063 |
| 2006-05-01 | 141.305521219777 |
| 2006-06-01 | 140.074749679453 |
| 2006-07-01 | 140.057348370081 |
| 2006-08-01 | 140.271716300586 |
| 2006-09-01 | 141.677112206673 |
| 2006-10-01 | 141.180562585053 |
| 2006-11-01 | 141.115852909225 |
| 2006-12-01 | 140.478577096376 |
| 2007-01-01 | 141.242301489858 |
| 2007-02-01 | 140.939265606544 |
| 2007-03-01 | 142.624042743279 |
| 2007-04-01 | 141.301800439399 |
| 2007-05-01 | 141.551904254650 |
| 2007-06-01 | 141.947104292437 |
| 2007-07-01 | 142.096328616567 |
| 2007-08-01 | 142.957938724502 |
| 2007-09-01 | 143.341689772429 |
| 2007-10-01 | 143.571880377497 |
| 2007-11-01 | 143.559582372401 |
| 2007-12-01 | 143.341407113720 |
| 2008-01-01 | 142.122779361538 |
| 2008-02-01 | 144.401522741497 |
| 2008-03-01 | 144.292518912445 |
| 2008-04-01 | 145.249804777052 |
| 2008-05-01 | 144.959577369707 |
| 2008-06-01 | 144.764309410937 |
| 2008-07-01 | 144.927757071519 |
| 2008-08-01 | 145.905912405421 |
| 2008-09-01 | 145.954047144707 |
| 2008-10-01 | 147.096393779480 |
| 2008-11-01 | 147.623245292814 |
| 2008-12-01 | 148.105273973744 |
| 2009-01-01 | 148.483623906150 |
| 2009-02-01 | 147.468169862091 |
| 2009-03-01 | 147.310367506301 |
| 2009-04-01 | 147.505893642418 |
| 2009-05-01 | 147.208047765066 |
| 2009-06-01 | 148.717212969266 |
| 2009-07-01 | 149.652654163721 |
| 2009-08-01 | 148.809656658932 |
| 2009-09-01 | 148.697318611247 |
| 2009-10-01 | 148.964055226811 |
| 2009-11-01 | 149.397127895556 |
| 2009-12-01 | 149.345896330173 |
| 2010-01-01 | 150.632724031151 |
| 2010-02-01 | 150.185227881420 |
| 2010-03-01 | 149.634163237824 |
| 2010-04-01 | 149.901947175072 |
| 2010-05-01 | 151.502886060167 |
| 2010-06-01 | 155.382446229864 |
| 2010-07-01 | 152.920330610504 |
| 2010-08-01 | 152.159967402345 |
| 2010-09-01 | 149.634822080914 |
| 2010-10-01 | 150.842407716761 |
| 2010-11-01 | 150.000374199318 |
| 2010-12-01 | 151.167466835558 |
| 2011-01-01 | 150.011442296499 |
| 2011-02-01 | 150.948399538104 |
| 2011-03-01 | 152.069328205917 |
| 2011-04-01 | 150.821004346921 |
| 2011-05-01 | 154.618316668672 |
| 2011-06-01 | 157.713969423045 |
| 2011-07-01 | 154.584614478630 |
| 2011-08-01 | 154.866045771765 |
| 2011-09-01 | 153.036038182667 |
| 2011-10-01 | 152.242814086124 |
| 2011-11-01 | 152.519206405160 |
| 2011-12-01 | 152.713152820783 |
| 2012-01-01 | 151.629849299614 |
| 2012-02-01 | 152.293965273307 |
| 2012-03-01 | 153.363103120142 |
| 2012-04-01 | 153.254997983478 |
| 2012-05-01 | 151.359119232128 |
| 2012-06-01 | 150.800333065192 |
| 2012-07-01 | 149.975025243536 |
| 2012-08-01 | 148.169252495623 |
| 2012-09-01 | 151.959180677549 |
| 2012-10-01 | 153.321875799546 |
| 2012-11-01 | 152.745179436725 |
| 2012-12-01 | 152.444267381604 |
| 2013-01-01 | 152.265542135562 |
| 2013-02-01 | 153.202534482256 |
| 2013-03-01 | 154.236076611555 |
| 2013-04-01 | 150.625871143859 |
| 2013-05-01 | 150.309110021005 |
| 2013-06-01 | 151.886266164774 |
| 2013-07-01 | 152.309099132002 |
| 2013-08-01 | 150.436599940577 |
| 2013-09-01 | 153.045243065896 |
| 2013-10-01 | 152.769778833996 |
| 2013-11-01 | 153.749977681093 |
| 2013-12-01 | 153.023880229061 |
| 2014-01-01 | 153.570170704924 |
| 2014-02-01 | 152.413529329808 |
| 2014-03-01 | 152.794763096433 |
| 2014-04-01 | 154.744641758012 |
| 2014-05-01 | 154.771983756009 |
| 2014-06-01 | 155.825980403031 |
| 2014-07-01 | 155.707938728003 |
| 2014-08-01 | 155.566918113109 |
| 2014-09-01 | 156.528674500179 |
| 2014-10-01 | 156.014164117507 |
| 2014-11-01 | 156.779845575801 |
| 2014-12-01 | 156.657574135679 |
| 2015-01-01 | 156.936411015400 |
| 2015-02-01 | 155.060331266913 |
| 2015-03-01 | 154.706739036624 |
| 2015-04-01 | 155.283744464911 |
| 2015-05-01 | 153.852774590319 |
| 2015-06-01 | 154.346027055044 |
| 2015-07-01 | 154.770639305464 |
| 2015-08-01 | 154.169399886004 |
| 2015-09-01 | 153.706235235103 |
| 2015-10-01 | 154.491042127943 |
| 2015-11-01 | 153.984546454728 |
| 2015-12-01 | 153.827979691442 |
| 2016-01-01 | 155.459433594679 |
| 2016-02-01 | 155.467422678751 |
| 2016-03-01 | 155.491031809679 |
| 2016-04-01 | 155.937923418703 |
| 2016-05-01 | 156.975175541430 |
| 2016-06-01 | 155.429327639853 |
| 2016-07-01 | 155.638905401110 |
| 2016-08-01 | 155.808185746583 |
| 2016-09-01 | 156.932158706025 |
| 2016-10-01 | 156.883690047448 |
| 2016-11-01 | 157.281616163658 |
| 2016-12-01 | 157.526440352283 |
| 2017-01-01 | 155.118749400485 |
| 2017-02-01 | 156.536373637542 |
| 2017-03-01 | 156.709604349724 |
| 2017-04-01 | 156.462538451382 |
| 2017-05-01 | 159.277188186148 |
| 2017-06-01 | 153.992435199115 |
| 2017-07-01 | 157.243469335524 |
| 2017-08-01 | 153.774580850375 |
| 2017-09-01 | 157.377613520679 |
| 2017-10-01 | 156.584810479871 |
| 2017-11-01 | 157.106681966755 |
| 2017-12-01 | 160.444483109645 |
| 2018-01-01 | 157.521700271955 |
| 2018-02-01 | 158.740078049868 |
| 2018-03-01 | 158.747799729590 |
| 2018-04-01 | 158.079246065926 |
| 2018-05-01 | 158.058561278875 |
| 2018-06-01 | 157.980782790398 |
| 2018-07-01 | 156.946072179429 |
| 2018-08-01 | 158.214976181934 |
| 2018-09-01 | 157.602560106740 |
| 2018-10-01 | 159.143826081235 |
| 2018-11-01 | 157.914447269551 |
| 2018-12-01 | 157.576557136240 |
| 2019-01-01 | 159.685643165254 |
| 2019-02-01 | 158.833447435826 |
| 2019-03-01 | 159.775292712357 |
| 2019-04-01 | 159.021291617199 |
| 2019-05-01 | 157.106966580101 |
| 2019-06-01 | 155.080746318566 |
| 2019-07-01 | 151.523884194892 |
| 2019-08-01 | 154.289605540697 |
| 2019-09-01 | 155.555834364099 |
| 2019-10-01 | 156.640946807042 |
| 2019-11-01 | 157.186631832702 |
| 2019-12-01 | 158.083947219086 |
| 2020-01-01 | 157.733222114084 |
| 2020-02-01 | 158.913456622293 |
| 2020-03-01 | 157.620365914442 |
| 2020-04-01 | 139.687790403098 |
| 2020-05-01 | 137.498737007788 |
| 2020-06-01 | 145.571324070946 |
| 2020-07-01 | 146.260667069019 |
| 2020-08-01 | 146.586196392415 |
| 2020-09-01 | 139.496971518563 |
| 2020-10-01 | 137.778296005900 |
| 2020-11-01 | 137.377102313455 |
| 2020-12-01 | 126.765875912985 |
| 2021-01-01 | 132.924705793681 |
| 2021-02-01 | 132.253054962493 |
| 2021-03-01 | 142.912477229891 |
| 2021-04-01 | 141.198253193365 |
| 2021-05-01 | 148.138522674652 |
| 2021-06-01 | 148.713166003234 |
| 2021-07-01 | 146.270942281597 |
| 2021-08-01 | 146.652540979825 |
| 2021-09-01 | 142.083251892682 |
| 2021-10-01 | 145.190226582355 |
| 2021-11-01 | 145.467780113696 |
| 2021-12-01 | 146.429492667349 |
| 2022-01-01 | 147.857927985554 |
| 2022-02-01 | 148.440478875287 |
| 2022-03-01 | 149.030662237989 |
| 2022-04-01 | 149.854811178811 |
| 2022-05-01 | 152.735503179259 |
| 2022-06-01 | 149.825499270011 |
| 2022-07-01 | 149.842915110464 |
| 2022-08-01 | 150.779364133480 |
| 2022-09-01 | 150.810595130153 |
| 2022-10-01 | 151.902703632522 |
| 2022-11-01 | 151.815091072992 |
| 2022-12-01 | 152.397641605732 |
| 2023-01-01 | 154.085561451703 |
| 2023-02-01 | 152.953819346746 |
| 2023-03-01 | 154.917391349570 |
| 2023-04-01 | 153.733942786003 |
| 2023-05-01 | 155.193535531657 |
| 2023-06-01 | 154.920604791106 |
| 2023-07-01 | 154.248099119651 |
| 2023-08-01 | 155.131208453592 |
| 2023-09-01 | 154.896694944988 |
| 2023-10-01 | 155.188685678477 |
| 2023-11-01 | 155.840416680875 |
| 2023-12-01 | 156.878358726445 |
| 2024-01-01 | 151.618618164960 |
| 2024-02-01 | 153.702851025729 |
| 2024-03-01 | 151.736747942362 |
| 2024-04-01 | 152.500736488874 |
| 2024-05-01 | 150.749399949836 |
| 2024-06-01 | 150.457512611564 |
| 2024-07-01 | 153.036426868016 |
| 2024-08-01 | 149.577814683734 |
| 2024-09-01 | 153.060131600505 |
| 2024-10-01 | 151.309895697724 |
| 2024-11-01 | 151.492583911930 |
| 2024-12-01 | 149.784746457457 |
| 2025-01-01 | 151.489342778952 |
| 2025-02-01 | 151.568270683006 |
| 2025-03-01 | 151.909477283202 |
| 2025-04-01 | 151.322537454603 |
| 2025-05-01 | 147.155294561080 |
| 2025-06-01 | 153.516459206765 |
| 2025-07-01 | 150.706726123446 |
| 2025-08-01 | 153.019540310875 |
| 2025-09-01 | 152.668731041103 |
| 2025-10-01 | 154.456887521769 |
| 2025-11-01 | 154.658019306040 |
| 2025-12-01 | 157.036927271570 |
| 2026-01-01 | 159.102615141039 |