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 2026-06-01 |
| Last Updated | 2026-07-22 9:30 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 | 37.8773470606609 |
| 1990-02-01 | 37.6321789206709 |
| 1990-03-01 | 37.7265309070908 |
| 1990-04-01 | 37.7379511096004 |
| 1990-05-01 | 37.8247651583946 |
| 1990-06-01 | 37.9291486520406 |
| 1990-07-01 | 38.1557543267773 |
| 1990-08-01 | 38.2377327974856 |
| 1990-09-01 | 38.3722867317967 |
| 1990-10-01 | 38.2396830570309 |
| 1990-11-01 | 38.0755657438644 |
| 1990-12-01 | 38.1071673395679 |
| 1991-01-01 | 37.9885611446037 |
| 1991-02-01 | 38.0139067765463 |
| 1991-03-01 | 38.2142861328270 |
| 1991-04-01 | 38.1216204200926 |
| 1991-05-01 | 38.1152556971791 |
| 1991-06-01 | 38.2412586868924 |
| 1991-07-01 | 38.0565558724188 |
| 1991-08-01 | 38.4555826526280 |
| 1991-09-01 | 38.2783478213109 |
| 1991-10-01 | 38.5443868551170 |
| 1991-11-01 | 38.8796089373951 |
| 1991-12-01 | 39.0888724833133 |
| 1992-01-01 | 39.1324279722469 |
| 1992-02-01 | 39.2662321503094 |
| 1992-03-01 | 39.2641966010786 |
| 1992-04-01 | 39.4698570620977 |
| 1992-05-01 | 39.7023331264915 |
| 1992-06-01 | 39.7834179939884 |
| 1992-07-01 | 40.2261219158196 |
| 1992-08-01 | 39.9308916244681 |
| 1992-09-01 | 40.1239867612537 |
| 1992-10-01 | 40.1234124559237 |
| 1992-11-01 | 40.2561137996987 |
| 1992-12-01 | 39.9709167752364 |
| 1993-01-01 | 40.1811080140878 |
| 1993-02-01 | 40.1979003227109 |
| 1993-03-01 | 40.0847524887317 |
| 1993-04-01 | 40.3288035779955 |
| 1993-05-01 | 40.3886651840151 |
| 1993-06-01 | 40.5277163164812 |
| 1993-07-01 | 40.9609556247497 |
| 1993-08-01 | 40.8100448090098 |
| 1993-09-01 | 40.8755388035869 |
| 1993-10-01 | 40.9150093635681 |
| 1993-11-01 | 40.7482515141674 |
| 1993-12-01 | 40.9585592627980 |
| 1994-01-01 | 40.9238686254603 |
| 1994-02-01 | 40.9122713293740 |
| 1994-03-01 | 40.8840988479570 |
| 1994-04-01 | 41.8700506135661 |
| 1994-05-01 | 41.9759715648428 |
| 1994-06-01 | 41.8860483207857 |
| 1994-07-01 | 41.8087269859180 |
| 1994-08-01 | 41.9144744556054 |
| 1994-09-01 | 42.0627534768815 |
| 1994-10-01 | 41.9849696036816 |
| 1994-11-01 | 42.1088494419719 |
| 1994-12-01 | 42.1319041094323 |
| 1995-01-01 | 42.9731330931474 |
| 1995-02-01 | 42.9237685618256 |
| 1995-03-01 | 43.1463356180996 |
| 1995-04-01 | 43.2302403494614 |
| 1995-05-01 | 42.9795844873803 |
| 1995-06-01 | 42.6322827534325 |
| 1995-07-01 | 43.2810576394362 |
| 1995-08-01 | 43.3202985697033 |
| 1995-09-01 | 43.4661720927955 |
| 1995-10-01 | 43.4357129915095 |
| 1995-11-01 | 43.6614523492904 |
| 1995-12-01 | 43.3969269115246 |
| 1996-01-01 | 43.1771720081960 |
| 1996-02-01 | 43.2502921293639 |
| 1996-03-01 | 43.4421281174254 |
| 1996-04-01 | 43.1076849210036 |
| 1996-05-01 | 43.5103279461051 |
| 1996-06-01 | 43.3621348566471 |
| 1996-07-01 | 43.6323178854282 |
| 1996-08-01 | 43.6827271231274 |
| 1996-09-01 | 43.6645613000548 |
| 1996-10-01 | 43.9095680123634 |
| 1996-11-01 | 43.9296452167878 |
| 1996-12-01 | 44.3624481663517 |
| 1997-01-01 | 43.9797014111572 |
| 1997-02-01 | 44.0767792809586 |
| 1997-03-01 | 43.9498482122890 |
| 1997-04-01 | 44.1936119186879 |
| 1997-05-01 | 44.3528985490768 |
| 1997-06-01 | 44.4986444895813 |
| 1997-07-01 | 43.9739607224479 |
| 1997-08-01 | 44.1150652253543 |
| 1997-09-01 | 44.3396969437500 |
| 1997-10-01 | 44.5934446978410 |
| 1997-11-01 | 44.6998744646200 |
| 1997-12-01 | 44.7478418670601 |
| 1998-01-01 | 45.1832856043340 |
| 1998-02-01 | 45.0990787515359 |
| 1998-03-01 | 45.1824109911250 |
| 1998-04-01 | 45.1731267856391 |
| 1998-05-01 | 45.0097008365634 |
| 1998-06-01 | 45.2152396006303 |
| 1998-07-01 | 45.2310026290390 |
| 1998-08-01 | 45.3488877079461 |
| 1998-09-01 | 45.1606191125040 |
| 1998-10-01 | 45.3025459032735 |
| 1998-11-01 | 45.2097047188642 |
| 1998-12-01 | 45.2639347749652 |
| 1999-01-01 | 44.5542983635661 |
| 1999-02-01 | 44.8238184560835 |
| 1999-03-01 | 44.9600345377705 |
| 1999-04-01 | 45.4589587627508 |
| 1999-05-01 | 45.1562243381258 |
| 1999-06-01 | 45.1123672282350 |
| 1999-07-01 | 45.1522584734673 |
| 1999-08-01 | 45.1038062821027 |
| 1999-09-01 | 45.0060727482620 |
| 1999-10-01 | 45.3622807032792 |
| 1999-11-01 | 45.4614940933856 |
| 1999-12-01 | 45.4995159135233 |
| 2000-01-01 | 45.6653099345578 |
| 2000-02-01 | 45.6601626376285 |
| 2000-03-01 | 45.6213852541145 |
| 2000-04-01 | 45.3291364455120 |
| 2000-05-01 | 45.1635153431314 |
| 2000-06-01 | 45.2188829908333 |
| 2000-07-01 | 45.1805428478202 |
| 2000-08-01 | 45.1890436807697 |
| 2000-09-01 | 45.7329654969014 |
| 2000-10-01 | 45.0345817021340 |
| 2000-11-01 | 45.0303112743320 |
| 2000-12-01 | 45.1692526476320 |
| 2001-01-01 | 44.6354992667307 |
| 2001-02-01 | 45.0301293084182 |
| 2001-03-01 | 44.9196077466262 |
| 2001-04-01 | 44.8969204069293 |
| 2001-05-01 | 44.7382927829848 |
| 2001-06-01 | 45.0396368009539 |
| 2001-07-01 | 45.2004830789171 |
| 2001-08-01 | 45.3996366487084 |
| 2001-09-01 | 45.4328797863549 |
| 2001-10-01 | 45.2842855225803 |
| 2001-11-01 | 45.3685487583969 |
| 2001-12-01 | 45.2191950836067 |
| 2002-01-01 | 45.4379173051373 |
| 2002-02-01 | 45.9099432740540 |
| 2002-03-01 | 45.9147277150065 |
| 2002-04-01 | 46.2103545161655 |
| 2002-05-01 | 46.5877543803015 |
| 2002-06-01 | 46.6126789143256 |
| 2002-07-01 | 46.5491753568917 |
| 2002-08-01 | 46.7722928293131 |
| 2002-09-01 | 46.8483435791556 |
| 2002-10-01 | 46.8786960962887 |
| 2002-11-01 | 47.0713409116287 |
| 2002-12-01 | 46.8595613444532 |
| 2003-01-01 | 47.5591747919826 |
| 2003-02-01 | 47.4794326150151 |
| 2003-03-01 | 47.9024301763552 |
| 2003-04-01 | 47.7182996578884 |
| 2003-05-01 | 48.0460320417130 |
| 2003-06-01 | 48.2984195518282 |
| 2003-07-01 | 47.6894188132716 |
| 2003-08-01 | 47.7298291202577 |
| 2003-09-01 | 47.8477209187667 |
| 2003-10-01 | 48.0697754391841 |
| 2003-11-01 | 48.0637427953904 |
| 2003-12-01 | 48.2989368246278 |
| 2004-01-01 | 47.1404755598955 |
| 2004-02-01 | 47.0944735555070 |
| 2004-03-01 | 47.2666518981899 |
| 2004-04-01 | 47.5746893369586 |
| 2004-05-01 | 47.6224289619747 |
| 2004-06-01 | 47.7230917553259 |
| 2004-07-01 | 48.0975735341690 |
| 2004-08-01 | 48.0608131885657 |
| 2004-09-01 | 48.1311724495156 |
| 2004-10-01 | 48.5519087782214 |
| 2004-11-01 | 48.8555747422081 |
| 2004-12-01 | 49.0727057773067 |
| 2005-01-01 | 48.8596948455521 |
| 2005-02-01 | 48.8647150093596 |
| 2005-03-01 | 48.7896358782066 |
| 2005-04-01 | 49.1113922791060 |
| 2005-05-01 | 48.9316660526568 |
| 2005-06-01 | 48.9827102825002 |
| 2005-07-01 | 49.2175712259320 |
| 2005-08-01 | 49.1941141180409 |
| 2005-09-01 | 49.2073474755660 |
| 2005-10-01 | 49.3346039588339 |
| 2005-11-01 | 49.1465498971737 |
| 2005-12-01 | 49.4671645852660 |
| 2006-01-01 | 49.5657699857845 |
| 2006-02-01 | 50.0336027826372 |
| 2006-03-01 | 49.9174210469918 |
| 2006-04-01 | 49.6793249026967 |
| 2006-05-01 | 49.8834358051596 |
| 2006-06-01 | 49.7996268400774 |
| 2006-07-01 | 49.7202709016554 |
| 2006-08-01 | 49.8937356809334 |
| 2006-09-01 | 49.9898423492343 |
| 2006-10-01 | 49.7133304414122 |
| 2006-11-01 | 49.9382316877236 |
| 2006-12-01 | 49.7869047233892 |
| 2007-01-01 | 49.6705551130618 |
| 2007-02-01 | 49.8014214611436 |
| 2007-03-01 | 49.7283509197268 |
| 2007-04-01 | 49.9700916492675 |
| 2007-05-01 | 50.2444832636728 |
| 2007-06-01 | 50.5922709883049 |
| 2007-07-01 | 50.3515471180484 |
| 2007-08-01 | 49.9780027904476 |
| 2007-09-01 | 50.6058767125366 |
| 2007-10-01 | 50.5950073021803 |
| 2007-11-01 | 50.6107324496032 |
| 2007-12-01 | 50.5764763626785 |
| 2008-01-01 | 51.3029803417114 |
| 2008-02-01 | 50.8550455950745 |
| 2008-03-01 | 50.7732831588768 |
| 2008-04-01 | 51.1549630249405 |
| 2008-05-01 | 51.1055131705416 |
| 2008-06-01 | 51.2669701799960 |
| 2008-07-01 | 51.5279216138159 |
| 2008-08-01 | 51.6420443721378 |
| 2008-09-01 | 51.8674332708567 |
| 2008-10-01 | 51.5625295552361 |
| 2008-11-01 | 51.4722878900053 |
| 2008-12-01 | 51.4150356143843 |
| 2009-01-01 | 51.8120364708151 |
| 2009-02-01 | 51.7123053248921 |
| 2009-03-01 | 51.7860280671428 |
| 2009-04-01 | 51.8518301265889 |
| 2009-05-01 | 51.4725418086705 |
| 2009-06-01 | 51.9768840084088 |
| 2009-07-01 | 51.7845016375058 |
| 2009-08-01 | 51.7716158040148 |
| 2009-09-01 | 51.7543509812735 |
| 2009-10-01 | 51.9542379511455 |
| 2009-11-01 | 51.9176911910026 |
| 2009-12-01 | 51.7880251880507 |
| 2010-01-01 | 51.9185013041592 |
| 2010-02-01 | 51.9804684811795 |
| 2010-03-01 | 52.1138290085910 |
| 2010-04-01 | 52.0738932358143 |
| 2010-05-01 | 52.1283527670772 |
| 2010-06-01 | 52.1980101621042 |
| 2010-07-01 | 52.2507369716093 |
| 2010-08-01 | 52.2236699503320 |
| 2010-09-01 | 52.2566123926152 |
| 2010-10-01 | 52.4434303607833 |
| 2010-11-01 | 52.5503393409646 |
| 2010-12-01 | 52.6048302884475 |
| 2011-01-01 | 52.5432052922917 |
| 2011-02-01 | 52.6494670065603 |
| 2011-03-01 | 52.6484734984340 |
| 2011-04-01 | 52.3110578628537 |
| 2011-05-01 | 52.4568459746023 |
| 2011-06-01 | 52.7677758315809 |
| 2011-07-01 | 52.6045736225416 |
| 2011-08-01 | 52.7676748562326 |
| 2011-09-01 | 52.7365778620329 |
| 2011-10-01 | 52.7531049793903 |
| 2011-11-01 | 52.6841927808121 |
| 2011-12-01 | 52.6869605407565 |
| 2012-01-01 | 52.2703979864986 |
| 2012-02-01 | 53.2509527743953 |
| 2012-03-01 | 52.7550403502067 |
| 2012-04-01 | 52.6501695494898 |
| 2012-05-01 | 52.2424591236184 |
| 2012-06-01 | 52.2951448686593 |
| 2012-07-01 | 52.3113222534729 |
| 2012-08-01 | 52.2587164591757 |
| 2012-09-01 | 52.3187301031631 |
| 2012-10-01 | 52.0720420213947 |
| 2012-11-01 | 52.0606403740799 |
| 2012-12-01 | 52.3854966608492 |
| 2013-01-01 | 51.5896505204741 |
| 2013-02-01 | 51.9069876177451 |
| 2013-03-01 | 51.8444272382758 |
| 2013-04-01 | 51.5921737509727 |
| 2013-05-01 | 51.6980046535241 |
| 2013-06-01 | 51.6134241565619 |
| 2013-07-01 | 51.6708017118962 |
| 2013-08-01 | 51.6129971493132 |
| 2013-09-01 | 51.6955981604860 |
| 2013-10-01 | 51.7846738352460 |
| 2013-11-01 | 52.0625697515103 |
| 2013-12-01 | 52.0968755497856 |
| 2014-01-01 | 52.1373164925327 |
| 2014-02-01 | 52.1470914139698 |
| 2014-03-01 | 52.1507773421855 |
| 2014-04-01 | 52.1091555761830 |
| 2014-05-01 | 51.9280840971563 |
| 2014-06-01 | 51.9095639303534 |
| 2014-07-01 | 52.0426670035703 |
| 2014-08-01 | 52.0946359487601 |
| 2014-09-01 | 52.1799916509921 |
| 2014-10-01 | 51.9796244768547 |
| 2014-11-01 | 51.9929464821794 |
| 2014-12-01 | 51.9456419219422 |
| 2015-01-01 | 51.7688405574359 |
| 2015-02-01 | 51.5929747566691 |
| 2015-03-01 | 51.4876091256867 |
| 2015-04-01 | 51.9284892394269 |
| 2015-05-01 | 52.0640752411373 |
| 2015-06-01 | 52.0772260901589 |
| 2015-07-01 | 51.9995856852699 |
| 2015-08-01 | 51.9312446285881 |
| 2015-09-01 | 51.8479937854567 |
| 2015-10-01 | 52.1799312613903 |
| 2015-11-01 | 52.1479722378570 |
| 2015-12-01 | 52.1949584860227 |
| 2016-01-01 | 52.9450900459988 |
| 2016-02-01 | 52.6226534266878 |
| 2016-03-01 | 52.6837948963148 |
| 2016-04-01 | 52.9302192532304 |
| 2016-05-01 | 53.3022914856129 |
| 2016-06-01 | 52.8352447637035 |
| 2016-07-01 | 53.1020217697397 |
| 2016-08-01 | 53.4069553851675 |
| 2016-09-01 | 53.0084898183206 |
| 2016-10-01 | 53.1577495050655 |
| 2016-11-01 | 53.1835140074230 |
| 2016-12-01 | 53.4738706774367 |
| 2017-01-01 | 53.2875191510232 |
| 2017-02-01 | 53.4433359807930 |
| 2017-03-01 | 53.2744764729690 |
| 2017-04-01 | 53.2613466281820 |
| 2017-05-01 | 53.4430375255148 |
| 2017-06-01 | 53.4993331042996 |
| 2017-07-01 | 53.6202032792910 |
| 2017-08-01 | 53.5194351406515 |
| 2017-09-01 | 53.7448769666456 |
| 2017-10-01 | 53.6390955147420 |
| 2017-11-01 | 53.7258009751949 |
| 2017-12-01 | 53.6777825858015 |
| 2018-01-01 | 53.8386381373797 |
| 2018-02-01 | 53.9753655835489 |
| 2018-03-01 | 54.0219533402778 |
| 2018-04-01 | 54.2144793979073 |
| 2018-05-01 | 54.0753265839203 |
| 2018-06-01 | 54.3607948138615 |
| 2018-07-01 | 54.2546800659170 |
| 2018-08-01 | 54.3910917878827 |
| 2018-09-01 | 54.4906203234286 |
| 2018-10-01 | 54.4168560333331 |
| 2018-11-01 | 54.4232726841079 |
| 2018-12-01 | 54.8729757747820 |
| 2019-01-01 | 54.7569167467600 |
| 2019-02-01 | 54.9150163401034 |
| 2019-03-01 | 55.1485723534312 |
| 2019-04-01 | 55.3782365980807 |
| 2019-05-01 | 54.5258410815619 |
| 2019-06-01 | 55.1330956079513 |
| 2019-07-01 | 55.4064518888485 |
| 2019-08-01 | 55.4828678727745 |
| 2019-09-01 | 55.3379703017789 |
| 2019-10-01 | 55.3951329966777 |
| 2019-11-01 | 55.5062391093635 |
| 2019-12-01 | 55.1618584927558 |
| 2020-01-01 | 55.9720346992635 |
| 2020-02-01 | 55.5768025990222 |
| 2020-03-01 | 55.3512750524145 |
| 2020-04-01 | 46.8598909678925 |
| 2020-05-01 | 47.4518684153988 |
| 2020-06-01 | 49.4677743188532 |
| 2020-07-01 | 50.6431343966036 |
| 2020-08-01 | 51.1681703946738 |
| 2020-09-01 | 51.1577296579532 |
| 2020-10-01 | 51.1912455909548 |
| 2020-11-01 | 50.8901821182289 |
| 2020-12-01 | 49.4381299174571 |
| 2021-01-01 | 50.5876939090600 |
| 2021-02-01 | 50.0872593330912 |
| 2021-03-01 | 50.9084467401004 |
| 2021-04-01 | 50.6555933500163 |
| 2021-05-01 | 50.7196974619524 |
| 2021-06-01 | 50.7760376310649 |
| 2021-07-01 | 50.4280259808364 |
| 2021-08-01 | 49.9436071446481 |
| 2021-09-01 | 49.5640774014380 |
| 2021-10-01 | 50.5316564485587 |
| 2021-11-01 | 50.7940803126486 |
| 2021-12-01 | 51.0805461760991 |
| 2022-01-01 | 51.0209445463042 |
| 2022-02-01 | 50.8311202948852 |
| 2022-03-01 | 50.6055458920025 |
| 2022-04-01 | 50.9794221990197 |
| 2022-05-01 | 51.1377738647201 |
| 2022-06-01 | 51.1626407182057 |
| 2022-07-01 | 51.6414799284621 |
| 2022-08-01 | 51.6216121100064 |
| 2022-09-01 | 51.6666487931870 |
| 2022-10-01 | 51.7580989640935 |
| 2022-11-01 | 51.7824553456420 |
| 2022-12-01 | 51.8219584149921 |
| 2023-01-01 | 51.9243652627182 |
| 2023-02-01 | 52.3530897422941 |
| 2023-03-01 | 52.4916631650137 |
| 2023-04-01 | 52.5686052435220 |
| 2023-05-01 | 52.5776407106198 |
| 2023-06-01 | 52.9021154973398 |
| 2023-07-01 | 52.9569681438259 |
| 2023-08-01 | 52.9587588565459 |
| 2023-09-01 | 53.2677428156162 |
| 2023-10-01 | 53.3746401308084 |
| 2023-11-01 | 53.6765825269497 |
| 2023-12-01 | 53.8549422642585 |
| 2024-01-01 | 54.0553041366782 |
| 2024-02-01 | 54.0510391760722 |
| 2024-03-01 | 54.4715604405208 |
| 2024-04-01 | 54.6328598136885 |
| 2024-05-01 | 54.7316706361715 |
| 2024-06-01 | 54.7475206127203 |
| 2024-07-01 | 54.7910477981204 |
| 2024-08-01 | 55.1110376429816 |
| 2024-09-01 | 55.3773710407896 |
| 2024-10-01 | 55.2776335268863 |
| 2024-11-01 | 55.4669448836153 |
| 2024-12-01 | 55.6073485520635 |
| 2025-01-01 | 55.6777219833270 |
| 2025-02-01 | 55.5395871249528 |
| 2025-03-01 | 55.4726985572562 |
| 2025-04-01 | 55.7151277631976 |
| 2025-05-01 | 55.9704132340054 |
| 2025-06-01 | 56.1986709336404 |
| 2025-07-01 | 56.4471818427467 |
| 2025-08-01 | 56.7269171229321 |
| 2025-09-01 | 56.4725069704048 |
| 2025-10-01 | 56.7632674760114 |
| 2025-11-01 | 56.7629408100145 |
| 2025-12-01 | 56.7909369706311 |
| 2026-01-01 | 57.8426403990058 |
| 2026-02-01 | 57.5224639018211 |
| 2026-03-01 | 57.5584312343671 |
| 2026-04-01 | 57.5945634937082 |
| 2026-05-01 | 57.3893239364148 |
| 2026-06-01 | 57.6284698414570 |