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 2025-12-01 |
| Last Updated | 2026-01-28 2:15 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 | 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 | 116.825759166068 |
| 1993-09-01 | 115.706351444650 |
| 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 | 121.726633266931 |
| 1994-06-01 | 122.220558182393 |
| 1994-07-01 | 121.772179023266 |
| 1994-08-01 | 122.472882719403 |
| 1994-09-01 | 122.021276316412 |
| 1994-10-01 | 120.846196226389 |
| 1994-11-01 | 120.405320394750 |
| 1994-12-01 | 120.524940326431 |
| 1995-01-01 | 120.782994944825 |
| 1995-02-01 | 121.581969890035 |
| 1995-03-01 | 121.660158586500 |
| 1995-04-01 | 121.632965834419 |
| 1995-05-01 | 122.436554512504 |
| 1995-06-01 | 123.799265611638 |
| 1995-07-01 | 118.157951615808 |
| 1995-08-01 | 119.220580864330 |
| 1995-09-01 | 120.388471034094 |
| 1995-10-01 | 123.870888601155 |
| 1995-11-01 | 123.634253622343 |
| 1995-12-01 | 123.598856253102 |
| 1996-01-01 | 122.711018506241 |
| 1996-02-01 | 123.394849215099 |
| 1996-03-01 | 123.658129219267 |
| 1996-04-01 | 123.960320131378 |
| 1996-05-01 | 124.333702836831 |
| 1996-06-01 | 125.683607454748 |
| 1996-07-01 | 125.075356146515 |
| 1996-08-01 | 125.717045807505 |
| 1996-09-01 | 125.813435234314 |
| 1996-10-01 | 125.797032123690 |
| 1996-11-01 | 125.167472516119 |
| 1996-12-01 | 125.169255363903 |
| 1997-01-01 | 123.841186506859 |
| 1997-02-01 | 124.155569049602 |
| 1997-03-01 | 124.014430501771 |
| 1997-04-01 | 124.747494732784 |
| 1997-05-01 | 124.736911326686 |
| 1997-06-01 | 125.610891854987 |
| 1997-07-01 | 126.969308348632 |
| 1997-08-01 | 128.027610015128 |
| 1997-09-01 | 129.465756147510 |
| 1997-10-01 | 127.103219648422 |
| 1997-11-01 | 127.371380744245 |
| 1997-12-01 | 128.191429623814 |
| 1998-01-01 | 126.856950474112 |
| 1998-02-01 | 128.331857662436 |
| 1998-03-01 | 129.427572193933 |
| 1998-04-01 | 128.864621173419 |
| 1998-05-01 | 128.447279615450 |
| 1998-06-01 | 127.542516464810 |
| 1998-07-01 | 128.364389374269 |
| 1998-08-01 | 128.184345118838 |
| 1998-09-01 | 128.741283620979 |
| 1998-10-01 | 129.543890901134 |
| 1998-11-01 | 129.235176132663 |
| 1998-12-01 | 129.682200315909 |
| 1999-01-01 | 130.419470316713 |
| 1999-02-01 | 129.548248283712 |
| 1999-03-01 | 129.022523492968 |
| 1999-04-01 | 130.617307782680 |
| 1999-05-01 | 130.345792740566 |
| 1999-06-01 | 129.994390594209 |
| 1999-07-01 | 128.636855210498 |
| 1999-08-01 | 128.598000298604 |
| 1999-09-01 | 128.269702738043 |
| 1999-10-01 | 130.338223497743 |
| 1999-11-01 | 130.783500678582 |
| 1999-12-01 | 129.528453851283 |
| 2000-01-01 | 133.723829584715 |
| 2000-02-01 | 129.905180363178 |
| 2000-03-01 | 129.292122622508 |
| 2000-04-01 | 129.308620804020 |
| 2000-05-01 | 131.273521411016 |
| 2000-06-01 | 130.311059501122 |
| 2000-07-01 | 130.084090780436 |
| 2000-08-01 | 130.429173240963 |
| 2000-09-01 | 130.428202600820 |
| 2000-10-01 | 129.081706655175 |
| 2000-11-01 | 129.702414869681 |
| 2000-12-01 | 130.370500963264 |
| 2001-01-01 | 130.970112352937 |
| 2001-02-01 | 131.023743522500 |
| 2001-03-01 | 131.894084158797 |
| 2001-04-01 | 131.080438541262 |
| 2001-05-01 | 130.984704370275 |
| 2001-06-01 | 132.035037643292 |
| 2001-07-01 | 133.606369466939 |
| 2001-08-01 | 133.721491846060 |
| 2001-09-01 | 133.595356434104 |
| 2001-10-01 | 131.046786177332 |
| 2001-11-01 | 131.533845511479 |
| 2001-12-01 | 131.076841065291 |
| 2002-01-01 | 137.495494953917 |
| 2002-02-01 | 134.899651140622 |
| 2002-03-01 | 134.680750726357 |
| 2002-04-01 | 134.600663664562 |
| 2002-05-01 | 134.308905827385 |
| 2002-06-01 | 135.816659571101 |
| 2002-07-01 | 136.480676795283 |
| 2002-08-01 | 136.771613260637 |
| 2002-09-01 | 137.193932411871 |
| 2002-10-01 | 136.835750847364 |
| 2002-11-01 | 136.944257969890 |
| 2002-12-01 | 132.747007455558 |
| 2003-01-01 | 140.789737452982 |
| 2003-02-01 | 137.297448582356 |
| 2003-03-01 | 137.504921833734 |
| 2003-04-01 | 136.669269251618 |
| 2003-05-01 | 137.793081009015 |
| 2003-06-01 | 138.191936092650 |
| 2003-07-01 | 136.643186594976 |
| 2003-08-01 | 137.991516857154 |
| 2003-09-01 | 137.794518731138 |
| 2003-10-01 | 138.824012121929 |
| 2003-11-01 | 139.402500852131 |
| 2003-12-01 | 138.591175199790 |
| 2004-01-01 | 138.011552976284 |
| 2004-02-01 | 137.485206970558 |
| 2004-03-01 | 138.730570877545 |
| 2004-04-01 | 138.756642985566 |
| 2004-05-01 | 138.465849377582 |
| 2004-06-01 | 138.620920473549 |
| 2004-07-01 | 138.230417717182 |
| 2004-08-01 | 136.961112972178 |
| 2004-09-01 | 136.757517593884 |
| 2004-10-01 | 137.459026783730 |
| 2004-11-01 | 137.808570012408 |
| 2004-12-01 | 138.613859031747 |
| 2005-01-01 | 142.916750255740 |
| 2005-02-01 | 139.991053268223 |
| 2005-03-01 | 139.260929553413 |
| 2005-04-01 | 141.014161131906 |
| 2005-05-01 | 140.068809422354 |
| 2005-06-01 | 139.904772340811 |
| 2005-07-01 | 141.739793420597 |
| 2005-08-01 | 141.160229977819 |
| 2005-09-01 | 141.476979846078 |
| 2005-10-01 | 141.477482558737 |
| 2005-11-01 | 141.486797206662 |
| 2005-12-01 | 142.167197747264 |
| 2006-01-01 | 140.792417636956 |
| 2006-02-01 | 140.622455907388 |
| 2006-03-01 | 140.053198307340 |
| 2006-04-01 | 140.244582819015 |
| 2006-05-01 | 141.305520223598 |
| 2006-06-01 | 140.074745209061 |
| 2006-07-01 | 140.057339709775 |
| 2006-08-01 | 140.271704259828 |
| 2006-09-01 | 141.677102779139 |
| 2006-10-01 | 141.180551137906 |
| 2006-11-01 | 141.115842480804 |
| 2006-12-01 | 140.478567649723 |
| 2007-01-01 | 141.242416200114 |
| 2007-02-01 | 140.939261067125 |
| 2007-03-01 | 142.624018500080 |
| 2007-04-01 | 141.301799963270 |
| 2007-05-01 | 141.551905078330 |
| 2007-06-01 | 141.947102351317 |
| 2007-07-01 | 142.096289417667 |
| 2007-08-01 | 142.957928179104 |
| 2007-09-01 | 143.341679555634 |
| 2007-10-01 | 143.571867674116 |
| 2007-11-01 | 143.559569710829 |
| 2007-12-01 | 143.341393943749 |
| 2008-01-01 | 142.122948490605 |
| 2008-02-01 | 144.401506880045 |
| 2008-03-01 | 144.292489131964 |
| 2008-04-01 | 145.249791579828 |
| 2008-05-01 | 144.959564619170 |
| 2008-06-01 | 144.764304399039 |
| 2008-07-01 | 144.927696859133 |
| 2008-08-01 | 145.905920315062 |
| 2008-09-01 | 145.953985624739 |
| 2008-10-01 | 147.096438785158 |
| 2008-11-01 | 147.623299447720 |
| 2008-12-01 | 148.105316945201 |
| 2009-01-01 | 148.483766821197 |
| 2009-02-01 | 147.468146558034 |
| 2009-03-01 | 147.310305937325 |
| 2009-04-01 | 147.505725752338 |
| 2009-05-01 | 147.207996716246 |
| 2009-06-01 | 148.717199293122 |
| 2009-07-01 | 149.652609233550 |
| 2009-08-01 | 148.809745105638 |
| 2009-09-01 | 148.697288050026 |
| 2009-10-01 | 148.964244522763 |
| 2009-11-01 | 149.397319999792 |
| 2009-12-01 | 149.346028546600 |
| 2010-01-01 | 150.632817130745 |
| 2010-02-01 | 150.185118576693 |
| 2010-03-01 | 149.633947538776 |
| 2010-04-01 | 149.901492126088 |
| 2010-05-01 | 151.502693197663 |
| 2010-06-01 | 155.382360615430 |
| 2010-07-01 | 152.920349161138 |
| 2010-08-01 | 152.160474633585 |
| 2010-09-01 | 149.634849964857 |
| 2010-10-01 | 150.842800157250 |
| 2010-11-01 | 150.000772675534 |
| 2010-12-01 | 151.167846822117 |
| 2011-01-01 | 150.011763814755 |
| 2011-02-01 | 150.948625066987 |
| 2011-03-01 | 152.067272525532 |
| 2011-04-01 | 150.820778353133 |
| 2011-05-01 | 154.617505711028 |
| 2011-06-01 | 157.714038885427 |
| 2011-07-01 | 154.584736998305 |
| 2011-08-01 | 154.868085755354 |
| 2011-09-01 | 153.036163699948 |
| 2011-10-01 | 152.243225565282 |
| 2011-11-01 | 152.519653138425 |
| 2011-12-01 | 152.713640434529 |
| 2012-01-01 | 151.630348287380 |
| 2012-02-01 | 152.294455097809 |
| 2012-03-01 | 153.359165323412 |
| 2012-04-01 | 153.255219877503 |
| 2012-05-01 | 151.357739416305 |
| 2012-06-01 | 150.800588219250 |
| 2012-07-01 | 149.975250298044 |
| 2012-08-01 | 148.172681558812 |
| 2012-09-01 | 151.959335935340 |
| 2012-10-01 | 153.322235859451 |
| 2012-11-01 | 152.745656181790 |
| 2012-12-01 | 152.444949392711 |
| 2013-01-01 | 152.265480849939 |
| 2013-02-01 | 153.203599989913 |
| 2013-03-01 | 154.230572362309 |
| 2013-04-01 | 150.626799574386 |
| 2013-05-01 | 150.307313558233 |
| 2013-06-01 | 151.886786764023 |
| 2013-07-01 | 152.309385671717 |
| 2013-08-01 | 150.440867943459 |
| 2013-09-01 | 153.045345188120 |
| 2013-10-01 | 152.769953995707 |
| 2013-11-01 | 153.750351085727 |
| 2013-12-01 | 153.024479644235 |
| 2014-01-01 | 153.569050427657 |
| 2014-02-01 | 152.414418177963 |
| 2014-03-01 | 152.791233111463 |
| 2014-04-01 | 154.745333165257 |
| 2014-05-01 | 154.770644156058 |
| 2014-06-01 | 155.826243267602 |
| 2014-07-01 | 155.708047828498 |
| 2014-08-01 | 155.569697022864 |
| 2014-09-01 | 156.528696229417 |
| 2014-10-01 | 156.014218191715 |
| 2014-11-01 | 156.780066834080 |
| 2014-12-01 | 156.658047584332 |
| 2015-01-01 | 156.935433693862 |
| 2015-02-01 | 155.061242408808 |
| 2015-03-01 | 154.705576038098 |
| 2015-04-01 | 155.284781301481 |
| 2015-05-01 | 153.851709333293 |
| 2015-06-01 | 154.344350177424 |
| 2015-07-01 | 154.771556223304 |
| 2015-08-01 | 154.168107689526 |
| 2015-09-01 | 153.706706883398 |
| 2015-10-01 | 154.491232884275 |
| 2015-11-01 | 153.984682556468 |
| 2015-12-01 | 153.826752108814 |
| 2016-01-01 | 155.460786220980 |
| 2016-02-01 | 155.468807202957 |
| 2016-03-01 | 155.492794701892 |
| 2016-04-01 | 155.939662634043 |
| 2016-05-01 | 156.974337610497 |
| 2016-06-01 | 155.425147258705 |
| 2016-07-01 | 155.639815726113 |
| 2016-08-01 | 155.802162822665 |
| 2016-09-01 | 156.932186668539 |
| 2016-10-01 | 156.883264647721 |
| 2016-11-01 | 157.281242151628 |
| 2016-12-01 | 157.523631572681 |
| 2017-01-01 | 155.123490554612 |
| 2017-02-01 | 156.540133000235 |
| 2017-03-01 | 156.714326776157 |
| 2017-04-01 | 156.466955194123 |
| 2017-05-01 | 159.276707401197 |
| 2017-06-01 | 153.985637557734 |
| 2017-07-01 | 157.239721040121 |
| 2017-08-01 | 153.763855636117 |
| 2017-09-01 | 157.376180187048 |
| 2017-10-01 | 156.582912855045 |
| 2017-11-01 | 157.105338377402 |
| 2017-12-01 | 160.440334478219 |
| 2018-01-01 | 157.527825148877 |
| 2018-02-01 | 158.746122394188 |
| 2018-03-01 | 158.754856660942 |
| 2018-04-01 | 158.105385346907 |
| 2018-05-01 | 158.056877128797 |
| 2018-06-01 | 157.961919613410 |
| 2018-07-01 | 156.924337797444 |
| 2018-08-01 | 158.192055362291 |
| 2018-09-01 | 157.602938764018 |
| 2018-10-01 | 159.143479166892 |
| 2018-11-01 | 157.915418588719 |
| 2018-12-01 | 157.563515239526 |
| 2019-01-01 | 159.693717085748 |
| 2019-02-01 | 158.853998202439 |
| 2019-03-01 | 159.779970123526 |
| 2019-04-01 | 159.088928966819 |
| 2019-05-01 | 157.086841654129 |
| 2019-06-01 | 155.048308988865 |
| 2019-07-01 | 151.484261433647 |
| 2019-08-01 | 154.253098601230 |
| 2019-09-01 | 155.543558174934 |
| 2019-10-01 | 156.639025442784 |
| 2019-11-01 | 157.190756367181 |
| 2019-12-01 | 158.067160070373 |
| 2020-01-01 | 157.751349623945 |
| 2020-02-01 | 158.959593056361 |
| 2020-03-01 | 157.635329250016 |
| 2020-04-01 | 139.796101630265 |
| 2020-05-01 | 137.427511977410 |
| 2020-06-01 | 145.539779119833 |
| 2020-07-01 | 146.216088252307 |
| 2020-08-01 | 146.531368580670 |
| 2020-09-01 | 139.459355680615 |
| 2020-10-01 | 137.758542589920 |
| 2020-11-01 | 137.370705731836 |
| 2020-12-01 | 126.743718819662 |
| 2021-01-01 | 133.013185031612 |
| 2021-02-01 | 132.321099630184 |
| 2021-03-01 | 142.944764501456 |
| 2021-04-01 | 141.327779483304 |
| 2021-05-01 | 148.011140347632 |
| 2021-06-01 | 148.705555408677 |
| 2021-07-01 | 146.241204155645 |
| 2021-08-01 | 146.577318908770 |
| 2021-09-01 | 141.974852005724 |
| 2021-10-01 | 145.102456585526 |
| 2021-11-01 | 145.399639115504 |
| 2021-12-01 | 146.295388457630 |
| 2022-01-01 | 148.162454586381 |
| 2022-02-01 | 148.777392868741 |
| 2022-03-01 | 149.047782671994 |
| 2022-04-01 | 149.948744718303 |
| 2022-05-01 | 152.553447235858 |
| 2022-06-01 | 149.820504025170 |
| 2022-07-01 | 149.834051509459 |
| 2022-08-01 | 150.666425344239 |
| 2022-09-01 | 150.675463336781 |
| 2022-10-01 | 151.627159700151 |
| 2022-11-01 | 151.629001097729 |
| 2022-12-01 | 151.786706354154 |
| 2023-01-01 | 155.022911698937 |
| 2023-02-01 | 153.917052484994 |
| 2023-03-01 | 154.925179079647 |
| 2023-04-01 | 153.505640986991 |
| 2023-05-01 | 155.014886485078 |
| 2023-06-01 | 154.993504377402 |
| 2023-07-01 | 154.059177986997 |
| 2023-08-01 | 155.200812031342 |
| 2023-09-01 | 154.724124097228 |
| 2023-10-01 | 154.534910317007 |
| 2023-11-01 | 155.317077765764 |
| 2023-12-01 | 155.656271171110 |
| 2024-01-01 | 153.502045691377 |
| 2024-02-01 | 155.666459661374 |
| 2024-03-01 | 151.802463693890 |
| 2024-04-01 | 151.614179883106 |
| 2024-05-01 | 150.505694707090 |
| 2024-06-01 | 150.881533568306 |
| 2024-07-01 | 152.599261578821 |
| 2024-08-01 | 150.089307967022 |
| 2024-09-01 | 153.000030099763 |
| 2024-10-01 | 152.029181491189 |
| 2024-11-01 | 152.094604312796 |
| 2024-12-01 | 152.487688624559 |
| 2025-01-01 | 152.371029555429 |
| 2025-02-01 | 152.679733391165 |
| 2025-03-01 | 153.513120172916 |
| 2025-04-01 | 154.893110338687 |
| 2025-05-01 | 153.135949424704 |
| 2025-06-01 | 165.273578086306 |
| 2025-07-01 | 164.084024128816 |
| 2025-08-01 | 164.052504746994 |
| 2025-09-01 | 154.452321408172 |
| 2025-10-01 | 156.110322181712 |
| 2025-11-01 | 156.105170624042 |
| 2025-12-01 | 156.526371821915 |