Table Data - All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre, PA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Scranton--Wilkes-Barre, 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 2026-07-01 |
| Last Updated | 2026-08-21 7:34 PM 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 | 37.8773528640431 |
| 1990-02-01 | 37.6321839998770 |
| 1990-03-01 | 37.7265332146720 |
| 1990-04-01 | 37.7379502212504 |
| 1990-05-01 | 37.8247615168962 |
| 1990-06-01 | 37.9291436062466 |
| 1990-07-01 | 38.1557555756082 |
| 1990-08-01 | 38.2377192181488 |
| 1990-09-01 | 38.3722789199192 |
| 1990-10-01 | 38.2396847249804 |
| 1990-11-01 | 38.0755707302305 |
| 1990-12-01 | 38.1071734022648 |
| 1991-01-01 | 37.9885692052200 |
| 1991-02-01 | 38.0139165636010 |
| 1991-03-01 | 38.2142964792492 |
| 1991-04-01 | 38.1216112268194 |
| 1991-05-01 | 38.1152470295018 |
| 1991-06-01 | 38.2412510310370 |
| 1991-07-01 | 38.0565571569684 |
| 1991-08-01 | 38.4555697231168 |
| 1991-09-01 | 38.2783406204552 |
| 1991-10-01 | 38.5443887862937 |
| 1991-11-01 | 38.8796149478024 |
| 1991-12-01 | 39.0888790626586 |
| 1992-01-01 | 39.1324359182902 |
| 1992-02-01 | 39.2662487368747 |
| 1992-03-01 | 39.2642162562655 |
| 1992-04-01 | 39.4698387355120 |
| 1992-05-01 | 39.7023179561734 |
| 1992-06-01 | 39.7834063661030 |
| 1992-07-01 | 40.2261223288666 |
| 1992-08-01 | 39.9308784252907 |
| 1992-09-01 | 40.1239815039455 |
| 1992-10-01 | 40.1234151770876 |
| 1992-11-01 | 40.2561202605272 |
| 1992-12-01 | 39.9709245873968 |
| 1993-01-01 | 40.1811158902619 |
| 1993-02-01 | 40.1979241404073 |
| 1993-03-01 | 40.0847821660160 |
| 1993-04-01 | 40.3287733547293 |
| 1993-05-01 | 40.3886441796225 |
| 1993-06-01 | 40.5277013196623 |
| 1993-07-01 | 40.9609538807417 |
| 1993-08-01 | 40.8100341663921 |
| 1993-09-01 | 40.8755364514780 |
| 1993-10-01 | 40.9150138766867 |
| 1993-11-01 | 40.7482586265327 |
| 1993-12-01 | 40.9585678322254 |
| 1994-01-01 | 40.9238742197150 |
| 1994-02-01 | 40.9122976853694 |
| 1994-03-01 | 40.8841305439175 |
| 1994-04-01 | 41.8700166946551 |
| 1994-05-01 | 41.9759499368046 |
| 1994-06-01 | 41.8860305782439 |
| 1994-07-01 | 41.8087231471995 |
| 1994-08-01 | 41.9144660539382 |
| 1994-09-01 | 42.0627535187570 |
| 1994-10-01 | 41.9849747575990 |
| 1994-11-01 | 42.1088551988789 |
| 1994-12-01 | 42.1319126829158 |
| 1995-01-01 | 42.9731389643140 |
| 1995-02-01 | 42.9237954239834 |
| 1995-03-01 | 43.1463691363460 |
| 1995-04-01 | 43.2302032402354 |
| 1995-05-01 | 42.9795645256631 |
| 1995-06-01 | 42.6322648163350 |
| 1995-07-01 | 43.2810513047642 |
| 1995-08-01 | 43.3202945115804 |
| 1995-09-01 | 43.4661742810254 |
| 1995-10-01 | 43.4357194498152 |
| 1995-11-01 | 43.6614577650161 |
| 1995-12-01 | 43.3969340319031 |
| 1996-01-01 | 43.1771753819250 |
| 1996-02-01 | 43.2503124298543 |
| 1996-03-01 | 43.4421522351778 |
| 1996-04-01 | 43.1076577324758 |
| 1996-05-01 | 43.5103153225726 |
| 1996-06-01 | 43.3621195712754 |
| 1996-07-01 | 43.6323099951704 |
| 1996-08-01 | 43.6827249170874 |
| 1996-09-01 | 43.6645645569190 |
| 1996-10-01 | 43.9095740326356 |
| 1996-11-01 | 43.9296483409744 |
| 1996-12-01 | 44.3624535204332 |
| 1997-01-01 | 43.9797058239688 |
| 1997-02-01 | 44.0767915078254 |
| 1997-03-01 | 43.9498619106908 |
| 1997-04-01 | 44.1935936133601 |
| 1997-05-01 | 44.3528930720295 |
| 1997-06-01 | 44.4986337226065 |
| 1997-07-01 | 43.9739530698597 |
| 1997-08-01 | 44.1150645590416 |
| 1997-09-01 | 44.3397001885300 |
| 1997-10-01 | 44.5934493960140 |
| 1997-11-01 | 44.6998763041220 |
| 1997-12-01 | 44.7478446223114 |
| 1998-01-01 | 45.1832911233102 |
| 1998-02-01 | 45.0990826069810 |
| 1998-03-01 | 45.1824136811104 |
| 1998-04-01 | 45.1731204734611 |
| 1998-05-01 | 45.0097018142985 |
| 1998-06-01 | 45.2152323525994 |
| 1998-07-01 | 45.2309967891891 |
| 1998-08-01 | 45.3488873872265 |
| 1998-09-01 | 45.1606208869203 |
| 1998-10-01 | 45.3025480710894 |
| 1998-11-01 | 45.2097049703798 |
| 1998-12-01 | 45.2639336228530 |
| 1999-01-01 | 44.5543067014813 |
| 1999-02-01 | 44.8238193121741 |
| 1999-03-01 | 44.9600354034056 |
| 1999-04-01 | 45.4589554293249 |
| 1999-05-01 | 45.1562255929741 |
| 1999-06-01 | 45.1123631603508 |
| 1999-07-01 | 45.1522554560261 |
| 1999-08-01 | 45.1038064641367 |
| 1999-09-01 | 45.0060735011291 |
| 1999-10-01 | 45.3622815094638 |
| 1999-11-01 | 45.4614945898031 |
| 1999-12-01 | 45.4995099085857 |
| 2000-01-01 | 45.6653176252054 |
| 2000-02-01 | 45.6601632061232 |
| 2000-03-01 | 45.6213860676198 |
| 2000-04-01 | 45.3291367325515 |
| 2000-05-01 | 45.1635161791279 |
| 2000-06-01 | 45.2188816342755 |
| 2000-07-01 | 45.1805421241571 |
| 2000-08-01 | 45.1890440732583 |
| 2000-09-01 | 45.7329652890680 |
| 2000-10-01 | 45.0345810645826 |
| 2000-11-01 | 45.0303098205909 |
| 2000-12-01 | 45.1692403611456 |
| 2001-01-01 | 44.6355081443573 |
| 2001-02-01 | 45.0301323171008 |
| 2001-03-01 | 44.9196102426939 |
| 2001-04-01 | 44.8969219330858 |
| 2001-05-01 | 44.7382931650560 |
| 2001-06-01 | 45.0396378152138 |
| 2001-07-01 | 45.2004840512505 |
| 2001-08-01 | 45.3996367194844 |
| 2001-09-01 | 45.4328796420084 |
| 2001-10-01 | 45.2842834053890 |
| 2001-11-01 | 45.3685454218529 |
| 2001-12-01 | 45.2191749478054 |
| 2002-01-01 | 45.4379281763327 |
| 2002-02-01 | 45.9099493293992 |
| 2002-03-01 | 45.9147325393836 |
| 2002-04-01 | 46.2103580221305 |
| 2002-05-01 | 46.5877554956013 |
| 2002-06-01 | 46.6126804978586 |
| 2002-07-01 | 46.5491765783739 |
| 2002-08-01 | 46.7722926234150 |
| 2002-09-01 | 46.8483440346457 |
| 2002-10-01 | 46.8786926098114 |
| 2002-11-01 | 47.0713352391802 |
| 2002-12-01 | 46.8595337814899 |
| 2003-01-01 | 47.5591877150658 |
| 2003-02-01 | 47.4794434908508 |
| 2003-03-01 | 47.9024368185890 |
| 2003-04-01 | 47.7183045174916 |
| 2003-05-01 | 48.0460333694603 |
| 2003-06-01 | 48.2984210369890 |
| 2003-07-01 | 47.6894194582007 |
| 2003-08-01 | 47.7298281756579 |
| 2003-09-01 | 47.8477220440634 |
| 2003-10-01 | 48.0697712485195 |
| 2003-11-01 | 48.0637363771528 |
| 2003-12-01 | 48.2989064699723 |
| 2004-01-01 | 47.1404875941783 |
| 2004-02-01 | 47.0944869741301 |
| 2004-03-01 | 47.2666588930151 |
| 2004-04-01 | 47.5746945049275 |
| 2004-05-01 | 47.6224304701737 |
| 2004-06-01 | 47.7230929767092 |
| 2004-07-01 | 48.0975736895416 |
| 2004-08-01 | 48.0608117821167 |
| 2004-09-01 | 48.1311733899968 |
| 2004-10-01 | 48.5519042837063 |
| 2004-11-01 | 48.8555675534021 |
| 2004-12-01 | 49.0726784283587 |
| 2005-01-01 | 48.8597054202875 |
| 2005-02-01 | 48.8647302753432 |
| 2005-03-01 | 48.7896424600617 |
| 2005-04-01 | 49.1113966930823 |
| 2005-05-01 | 48.9316673037480 |
| 2005-06-01 | 48.9827107763214 |
| 2005-07-01 | 49.2175705348810 |
| 2005-08-01 | 49.1941122286035 |
| 2005-09-01 | 49.2073483947218 |
| 2005-10-01 | 49.3346002840041 |
| 2005-11-01 | 49.1465444039826 |
| 2005-12-01 | 49.4671438438859 |
| 2006-01-01 | 49.5657772517887 |
| 2006-02-01 | 50.0336158392877 |
| 2006-03-01 | 49.9174262933160 |
| 2006-04-01 | 49.6793280790493 |
| 2006-05-01 | 49.8834370387177 |
| 2006-06-01 | 49.7996268832065 |
| 2006-07-01 | 49.7202698923359 |
| 2006-08-01 | 49.8937338733526 |
| 2006-09-01 | 49.9898424095243 |
| 2006-10-01 | 49.7133279693675 |
| 2006-11-01 | 49.9382279554543 |
| 2006-12-01 | 49.7868924651077 |
| 2007-01-01 | 49.6705584951772 |
| 2007-02-01 | 49.8014313899194 |
| 2007-03-01 | 49.7283542111911 |
| 2007-04-01 | 49.9700932665330 |
| 2007-05-01 | 50.2444840017989 |
| 2007-06-01 | 50.5922707237234 |
| 2007-07-01 | 50.3515460469314 |
| 2007-08-01 | 49.9780013598421 |
| 2007-09-01 | 50.6058760459481 |
| 2007-10-01 | 50.5950061960442 |
| 2007-11-01 | 50.6107311161735 |
| 2007-12-01 | 50.5764713528309 |
| 2008-01-01 | 51.3029805573635 |
| 2008-02-01 | 50.8550510429813 |
| 2008-03-01 | 50.7732850232032 |
| 2008-04-01 | 51.1549638368265 |
| 2008-05-01 | 51.1055135453682 |
| 2008-06-01 | 51.2669700981332 |
| 2008-07-01 | 51.5279210797177 |
| 2008-08-01 | 51.6420435817315 |
| 2008-09-01 | 51.8674319503234 |
| 2008-10-01 | 51.5625290068154 |
| 2008-11-01 | 51.4722870913591 |
| 2008-12-01 | 51.4150348894068 |
| 2009-01-01 | 51.8120362351984 |
| 2009-02-01 | 51.7123077376949 |
| 2009-03-01 | 51.7860292033479 |
| 2009-04-01 | 51.8518303409813 |
| 2009-05-01 | 51.4725417590605 |
| 2009-06-01 | 51.9768838500794 |
| 2009-07-01 | 51.7845013298039 |
| 2009-08-01 | 51.7716153863678 |
| 2009-09-01 | 51.7543500391114 |
| 2009-10-01 | 51.9542378552628 |
| 2009-11-01 | 51.9176911708021 |
| 2009-12-01 | 51.7880250633147 |
| 2010-01-01 | 51.9185015552122 |
| 2010-02-01 | 51.9804687071425 |
| 2010-03-01 | 52.1138298769071 |
| 2010-04-01 | 52.0738934702898 |
| 2010-05-01 | 52.1283526894545 |
| 2010-06-01 | 52.1980100389156 |
| 2010-07-01 | 52.2507367762816 |
| 2010-08-01 | 52.2236696714355 |
| 2010-09-01 | 52.2566117156419 |
| 2010-10-01 | 52.4434302920892 |
| 2010-11-01 | 52.5503393603462 |
| 2010-12-01 | 52.6048304334197 |
| 2011-01-01 | 52.5432056862125 |
| 2011-02-01 | 52.6494672620458 |
| 2011-03-01 | 52.6484739700749 |
| 2011-04-01 | 52.3110579892019 |
| 2011-05-01 | 52.4568457547641 |
| 2011-06-01 | 52.7677755520196 |
| 2011-07-01 | 52.6045732940735 |
| 2011-08-01 | 52.7676745335065 |
| 2011-09-01 | 52.7365773535563 |
| 2011-10-01 | 52.7531048842288 |
| 2011-11-01 | 52.6841928622057 |
| 2011-12-01 | 52.6869610900709 |
| 2012-01-01 | 52.2703987091825 |
| 2012-02-01 | 53.2509534235855 |
| 2012-03-01 | 52.7550406681504 |
| 2012-04-01 | 52.6501695271133 |
| 2012-05-01 | 52.2424585601439 |
| 2012-06-01 | 52.2951441418253 |
| 2012-07-01 | 52.3113214921505 |
| 2012-08-01 | 52.2587158193819 |
| 2012-09-01 | 52.3187297002260 |
| 2012-10-01 | 52.0720418646455 |
| 2012-11-01 | 52.0606404527932 |
| 2012-12-01 | 52.3854975274750 |
| 2013-01-01 | 51.5896524308258 |
| 2013-02-01 | 51.9069888811198 |
| 2013-03-01 | 51.8444283451384 |
| 2013-04-01 | 51.5921745944613 |
| 2013-05-01 | 51.6980037464012 |
| 2013-06-01 | 51.6134175758033 |
| 2013-07-01 | 51.6708020724955 |
| 2013-08-01 | 51.6129967624834 |
| 2013-09-01 | 51.6955984038775 |
| 2013-10-01 | 51.7846740799081 |
| 2013-11-01 | 52.0625700869281 |
| 2013-12-01 | 52.0968766308502 |
| 2014-01-01 | 52.1373195036950 |
| 2014-02-01 | 52.1470932763803 |
| 2014-03-01 | 52.1507792892038 |
| 2014-04-01 | 52.1091573313479 |
| 2014-05-01 | 51.9280827514644 |
| 2014-06-01 | 51.9095511757788 |
| 2014-07-01 | 52.0426680485692 |
| 2014-08-01 | 52.0946352547995 |
| 2014-09-01 | 52.1799921160962 |
| 2014-10-01 | 51.9796252836633 |
| 2014-11-01 | 51.9929481255713 |
| 2014-12-01 | 51.9456450951783 |
| 2015-01-01 | 51.7688466929652 |
| 2015-02-01 | 51.5929782180572 |
| 2015-03-01 | 51.4876111964931 |
| 2015-04-01 | 51.9284895276653 |
| 2015-05-01 | 52.0640700333195 |
| 2015-06-01 | 52.0772040017333 |
| 2015-07-01 | 51.9995856481577 |
| 2015-08-01 | 51.9312437021724 |
| 2015-09-01 | 51.8479961469594 |
| 2015-10-01 | 52.1799356102895 |
| 2015-11-01 | 52.1479789584033 |
| 2015-12-01 | 52.1949682220176 |
| 2016-01-01 | 52.9451023301945 |
| 2016-02-01 | 52.6226592581134 |
| 2016-03-01 | 52.6837929688689 |
| 2016-04-01 | 52.9302163225801 |
| 2016-05-01 | 53.3022760125593 |
| 2016-06-01 | 52.8352096086357 |
| 2016-07-01 | 53.1020144652362 |
| 2016-08-01 | 53.4069532815310 |
| 2016-09-01 | 53.0084959587509 |
| 2016-10-01 | 53.1577625711311 |
| 2016-11-01 | 53.1835343183253 |
| 2016-12-01 | 53.4738667051274 |
| 2017-01-01 | 53.2875570127919 |
| 2017-02-01 | 53.4433707069008 |
| 2017-03-01 | 53.2745058358073 |
| 2017-04-01 | 53.2613066379254 |
| 2017-05-01 | 53.4429958363964 |
| 2017-06-01 | 53.4991886740324 |
| 2017-07-01 | 53.6202312827286 |
| 2017-08-01 | 53.5194593398269 |
| 2017-09-01 | 53.7449021852710 |
| 2017-10-01 | 53.6391242294250 |
| 2017-11-01 | 53.7258374890422 |
| 2017-12-01 | 53.6777458446392 |
| 2018-01-01 | 53.8387023145669 |
| 2018-02-01 | 53.9754404166322 |
| 2018-03-01 | 54.0220212010681 |
| 2018-04-01 | 54.2144089502294 |
| 2018-05-01 | 54.0752698279399 |
| 2018-06-01 | 54.3604885117861 |
| 2018-07-01 | 54.2547605159670 |
| 2018-08-01 | 54.3911307879905 |
| 2018-09-01 | 54.4906726595560 |
| 2018-10-01 | 54.4169139864890 |
| 2018-11-01 | 54.4233341616852 |
| 2018-12-01 | 54.8728740283354 |
| 2019-01-01 | 54.7569926986908 |
| 2019-02-01 | 54.9151091005146 |
| 2019-03-01 | 55.1487722574874 |
| 2019-04-01 | 55.3781086140640 |
| 2019-05-01 | 54.5257592727507 |
| 2019-06-01 | 55.1326272802321 |
| 2019-07-01 | 55.4065949883055 |
| 2019-08-01 | 55.4829283270089 |
| 2019-09-01 | 55.3380527340929 |
| 2019-10-01 | 55.3952160495840 |
| 2019-11-01 | 55.5063117588016 |
| 2019-12-01 | 55.1617051676967 |
| 2020-01-01 | 55.9720966561037 |
| 2020-02-01 | 55.5768847386628 |
| 2020-03-01 | 55.3515764435192 |
| 2020-04-01 | 46.8597782284246 |
| 2020-05-01 | 47.4518056653556 |
| 2020-06-01 | 49.4673058132454 |
| 2020-07-01 | 50.6432592357608 |
| 2020-08-01 | 51.1681703863339 |
| 2020-09-01 | 51.1577553455382 |
| 2020-10-01 | 51.1912879079568 |
| 2020-11-01 | 50.8902669712790 |
| 2020-12-01 | 49.4380623814931 |
| 2021-01-01 | 50.5878859258855 |
| 2021-02-01 | 50.0874384884668 |
| 2021-03-01 | 50.9088569252999 |
| 2021-04-01 | 50.6553724895863 |
| 2021-05-01 | 50.7194287843386 |
| 2021-06-01 | 50.7752918129121 |
| 2021-07-01 | 50.4283796242041 |
| 2021-08-01 | 49.9434150349071 |
| 2021-09-01 | 49.5639853614291 |
| 2021-10-01 | 50.5316513109374 |
| 2021-11-01 | 50.7942485894333 |
| 2021-12-01 | 51.0807449261826 |
| 2022-01-01 | 51.0214501578003 |
| 2022-02-01 | 50.8315133339466 |
| 2022-03-01 | 50.6063423244480 |
| 2022-04-01 | 50.9789247600104 |
| 2022-05-01 | 51.1369708668513 |
| 2022-06-01 | 51.1613298622139 |
| 2022-07-01 | 51.6417536279781 |
| 2022-08-01 | 51.6215589509187 |
| 2022-09-01 | 51.6663758250034 |
| 2022-10-01 | 51.7578869368255 |
| 2022-11-01 | 51.7824988717057 |
| 2022-12-01 | 51.8226100026922 |
| 2023-01-01 | 51.9255360491156 |
| 2023-02-01 | 52.3542465205571 |
| 2023-03-01 | 52.4942858559419 |
| 2023-04-01 | 52.5701836406434 |
| 2023-05-01 | 52.5714369936647 |
| 2023-06-01 | 52.8977341699970 |
| 2023-07-01 | 52.9588499599136 |
| 2023-08-01 | 52.9598273727477 |
| 2023-09-01 | 53.2679949538524 |
| 2023-10-01 | 53.3746628100829 |
| 2023-11-01 | 53.6765295254959 |
| 2023-12-01 | 53.8556825249131 |
| 2024-01-01 | 54.0568094858730 |
| 2024-02-01 | 54.0529103069089 |
| 2024-03-01 | 54.4761781396884 |
| 2024-04-01 | 54.6373300076419 |
| 2024-05-01 | 54.7210389253805 |
| 2024-06-01 | 54.7398799549899 |
| 2024-07-01 | 54.7904323931465 |
| 2024-08-01 | 55.1140463611630 |
| 2024-09-01 | 55.3786176174738 |
| 2024-10-01 | 55.2781543711869 |
| 2024-11-01 | 55.4669667589053 |
| 2024-12-01 | 55.6084021886998 |
| 2025-01-01 | 55.6796962549931 |
| 2025-02-01 | 55.5423124351683 |
| 2025-03-01 | 55.4794740813360 |
| 2025-04-01 | 55.7234517958716 |
| 2025-05-01 | 55.9544934974911 |
| 2025-06-01 | 56.1870366735899 |
| 2025-07-01 | 56.4439256240584 |
| 2025-08-01 | 56.7319968579736 |
| 2025-09-01 | 56.4751021612832 |
| 2025-10-01 | 56.7646622232928 |
| 2025-11-01 | 56.7633235214211 |
| 2025-12-01 | 56.7921093018607 |
| 2026-01-01 | 57.8450894997555 |
| 2026-02-01 | 57.5263132175266 |
| 2026-03-01 | 57.5673137188694 |
| 2026-04-01 | 57.6059975979058 |
| 2026-05-01 | 57.3729023836090 |
| 2026-06-01 | 57.7175690690948 |
| 2026-07-01 | 57.7851644007831 |