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 2026-04-01 |
| Last Updated | 2026-05-26 2:45 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 | 37.8773631676175 |
| 1990-02-01 | 37.6321923010645 |
| 1990-03-01 | 37.7265369818649 |
| 1990-04-01 | 37.7379487300231 |
| 1990-05-01 | 37.8247554736627 |
| 1990-06-01 | 37.9291352380497 |
| 1990-07-01 | 38.1557576720144 |
| 1990-08-01 | 38.2376959641946 |
| 1990-09-01 | 38.3722653487848 |
| 1990-10-01 | 38.2396875898888 |
| 1990-11-01 | 38.0755791254794 |
| 1990-12-01 | 38.1071840633470 |
| 1991-01-01 | 37.9885832026193 |
| 1991-02-01 | 38.0139327421430 |
| 1991-03-01 | 38.2143136729618 |
| 1991-04-01 | 38.1215958574700 |
| 1991-05-01 | 38.1152325824119 |
| 1991-06-01 | 38.2412382941304 |
| 1991-07-01 | 38.0565592662625 |
| 1991-08-01 | 38.4555476374467 |
| 1991-09-01 | 38.2783281514193 |
| 1991-10-01 | 38.5443921074259 |
| 1991-11-01 | 38.8796250805681 |
| 1991-12-01 | 39.0888905955573 |
| 1992-01-01 | 39.1324494337314 |
| 1992-02-01 | 39.2662763603087 |
| 1992-03-01 | 39.2642490360007 |
| 1992-04-01 | 39.4698081092246 |
| 1992-05-01 | 39.7022926284674 |
| 1992-06-01 | 39.7833869968549 |
| 1992-07-01 | 40.2261229177276 |
| 1992-08-01 | 39.9308559521371 |
| 1992-09-01 | 40.1239724865920 |
| 1992-10-01 | 40.1234198235128 |
| 1992-11-01 | 40.2561311749880 |
| 1992-12-01 | 39.9709381417805 |
| 1993-01-01 | 40.1811289885954 |
| 1993-02-01 | 40.1979638995853 |
| 1993-03-01 | 40.0848317148893 |
| 1993-04-01 | 40.3287227360038 |
| 1993-05-01 | 40.3886091105085 |
| 1993-06-01 | 40.5276763466007 |
| 1993-07-01 | 40.9609508519945 |
| 1993-08-01 | 40.8100161989370 |
| 1993-09-01 | 40.8755325136605 |
| 1993-10-01 | 40.9150215264346 |
| 1993-11-01 | 40.7482706127773 |
| 1993-12-01 | 40.9585826444075 |
| 1994-01-01 | 40.9238831084168 |
| 1994-02-01 | 40.9123416299184 |
| 1994-03-01 | 40.8841834284550 |
| 1994-04-01 | 41.8699597584423 |
| 1994-05-01 | 41.9759138636494 |
| 1994-06-01 | 41.8860011862574 |
| 1994-07-01 | 41.8087164483596 |
| 1994-08-01 | 41.9144521011523 |
| 1994-09-01 | 42.0627539683740 |
| 1994-10-01 | 41.9849837386988 |
| 1994-11-01 | 42.1088652320842 |
| 1994-12-01 | 42.1319277644990 |
| 1995-01-01 | 42.9731462135938 |
| 1995-02-01 | 42.9238404175668 |
| 1995-03-01 | 43.1464252108261 |
| 1995-04-01 | 43.2301409259407 |
| 1995-05-01 | 42.9795313290889 |
| 1995-06-01 | 42.6322352906775 |
| 1995-07-01 | 43.2810403868086 |
| 1995-08-01 | 43.3202881870242 |
| 1995-09-01 | 43.4661786641588 |
| 1995-10-01 | 43.4357309809993 |
| 1995-11-01 | 43.6614676178135 |
| 1995-12-01 | 43.3969477669054 |
| 1996-01-01 | 43.1771748812212 |
| 1996-02-01 | 43.2503468271765 |
| 1996-03-01 | 43.4421929119505 |
| 1996-04-01 | 43.1076119286609 |
| 1996-05-01 | 43.5102945380880 |
| 1996-06-01 | 43.3620946606859 |
| 1996-07-01 | 43.6322963717337 |
| 1996-08-01 | 43.6827217183543 |
| 1996-09-01 | 43.6645717478864 |
| 1996-10-01 | 43.9095851608614 |
| 1996-11-01 | 43.9296547671098 |
| 1996-12-01 | 44.3624653578225 |
| 1997-01-01 | 43.9797035158229 |
| 1997-02-01 | 44.0768128334175 |
| 1997-03-01 | 43.9498854987625 |
| 1997-04-01 | 44.1935625270968 |
| 1997-05-01 | 44.3528842468576 |
| 1997-06-01 | 44.4986160866356 |
| 1997-07-01 | 43.9739395085851 |
| 1997-08-01 | 44.1150635840525 |
| 1997-09-01 | 44.3397087687525 |
| 1997-10-01 | 44.5934587943371 |
| 1997-11-01 | 44.6998816023207 |
| 1997-12-01 | 44.7478542714875 |
| 1998-01-01 | 45.1832854021501 |
| 1998-02-01 | 45.0990911914660 |
| 1998-03-01 | 45.1824196788195 |
| 1998-04-01 | 45.1731095741748 |
| 1998-05-01 | 45.0097020321209 |
| 1998-06-01 | 45.2152199754986 |
| 1998-07-01 | 45.2309852479056 |
| 1998-08-01 | 45.3488862464539 |
| 1998-09-01 | 45.1606281787382 |
| 1998-10-01 | 45.3025532255025 |
| 1998-11-01 | 45.2097075363934 |
| 1998-12-01 | 45.2639489336469 |
| 1999-01-01 | 44.5543003221875 |
| 1999-02-01 | 44.8238215015145 |
| 1999-03-01 | 44.9600366303283 |
| 1999-04-01 | 45.4589477272460 |
| 1999-05-01 | 45.1562246636917 |
| 1999-06-01 | 45.1123539842072 |
| 1999-07-01 | 45.1522472248928 |
| 1999-08-01 | 45.1038056172382 |
| 1999-09-01 | 45.0060801045669 |
| 1999-10-01 | 45.3622852487352 |
| 1999-11-01 | 45.4614978427631 |
| 1999-12-01 | 45.4995386888741 |
| 2000-01-01 | 45.6653042647607 |
| 2000-02-01 | 45.6601605188205 |
| 2000-03-01 | 45.6213819442979 |
| 2000-04-01 | 45.3291298165717 |
| 2000-05-01 | 45.1635125407767 |
| 2000-06-01 | 45.2188728169018 |
| 2000-07-01 | 45.1805339611042 |
| 2000-08-01 | 45.1890420144067 |
| 2000-09-01 | 45.7329717089998 |
| 2000-10-01 | 45.0345873934868 |
| 2000-11-01 | 45.0303192878843 |
| 2000-12-01 | 45.1692947799633 |
| 2001-01-01 | 44.6354821942404 |
| 2001-02-01 | 45.0301190636830 |
| 2001-03-01 | 44.9195983347739 |
| 2001-04-01 | 44.8969097956962 |
| 2001-05-01 | 44.7382883307729 |
| 2001-06-01 | 45.0396304279069 |
| 2001-07-01 | 45.2004775965141 |
| 2001-08-01 | 45.3996353985214 |
| 2001-09-01 | 45.4328817988966 |
| 2001-10-01 | 45.2842936736943 |
| 2001-11-01 | 45.3685613172532 |
| 2001-12-01 | 45.2192620974122 |
| 2002-01-01 | 45.4378869307148 |
| 2002-02-01 | 45.9099233291585 |
| 2002-03-01 | 45.9147112995960 |
| 2002-04-01 | 46.2103402251979 |
| 2002-05-01 | 46.5877491184511 |
| 2002-06-01 | 46.6126725139503 |
| 2002-07-01 | 46.5491706295928 |
| 2002-08-01 | 46.7722933354995 |
| 2002-09-01 | 46.8483430292754 |
| 2002-10-01 | 46.8787081381706 |
| 2002-11-01 | 47.0713602720289 |
| 2002-12-01 | 46.8596520195467 |
| 2003-01-01 | 47.5591340832537 |
| 2003-02-01 | 47.4793965836947 |
| 2003-03-01 | 47.9024078989889 |
| 2003-04-01 | 47.7182831548485 |
| 2003-05-01 | 48.0460268651185 |
| 2003-06-01 | 48.2984142458772 |
| 2003-07-01 | 47.6894166185840 |
| 2003-08-01 | 47.7298323839622 |
| 2003-09-01 | 47.8477174858875 |
| 2003-10-01 | 48.0697894936233 |
| 2003-11-01 | 48.0637641553381 |
| 2003-12-01 | 48.2990365406009 |
| 2004-01-01 | 47.1404366630094 |
| 2004-02-01 | 47.0944291587974 |
| 2004-03-01 | 47.2666287058829 |
| 2004-04-01 | 47.5746721726291 |
| 2004-05-01 | 47.6224237311866 |
| 2004-06-01 | 47.7230875640622 |
| 2004-07-01 | 48.0975730307426 |
| 2004-08-01 | 48.0608179205877 |
| 2004-09-01 | 48.1311693776609 |
| 2004-10-01 | 48.5519237508836 |
| 2004-11-01 | 48.8555986157260 |
| 2004-12-01 | 49.0727959017332 |
| 2005-01-01 | 48.8596599659572 |
| 2005-02-01 | 48.8646646091414 |
| 2005-03-01 | 48.7896141599769 |
| 2005-04-01 | 49.1113777036707 |
| 2005-05-01 | 48.9316619074791 |
| 2005-06-01 | 48.9827085762068 |
| 2005-07-01 | 49.2175735103644 |
| 2005-08-01 | 49.1941203824990 |
| 2005-09-01 | 49.2073443889334 |
| 2005-10-01 | 49.3346161326853 |
| 2005-11-01 | 49.1465680729053 |
| 2005-12-01 | 49.4672331172405 |
| 2006-01-01 | 49.5657459716187 |
| 2006-02-01 | 50.0335596342137 |
| 2006-03-01 | 49.9174037193291 |
| 2006-04-01 | 49.6793144163725 |
| 2006-05-01 | 49.8834317601262 |
| 2006-06-01 | 49.7996266697329 |
| 2006-07-01 | 49.7202742424089 |
| 2006-08-01 | 49.8937416586376 |
| 2006-09-01 | 49.9898420926071 |
| 2006-10-01 | 49.7133386107474 |
| 2006-11-01 | 49.9382440168936 |
| 2006-12-01 | 49.7869452493484 |
| 2007-01-01 | 49.6705439371162 |
| 2007-02-01 | 49.8013886611243 |
| 2007-03-01 | 49.7283400708172 |
| 2007-04-01 | 49.9700863336521 |
| 2007-05-01 | 50.2444808386450 |
| 2007-06-01 | 50.5922718613850 |
| 2007-07-01 | 50.3515506320684 |
| 2007-08-01 | 49.9780074746589 |
| 2007-09-01 | 50.6058788319186 |
| 2007-10-01 | 50.5950109314403 |
| 2007-11-01 | 50.6107368508939 |
| 2007-12-01 | 50.5764929688831 |
| 2008-01-01 | 51.3029796783883 |
| 2008-02-01 | 50.8550276378661 |
| 2008-03-01 | 50.7732770293120 |
| 2008-04-01 | 51.1549605543833 |
| 2008-05-01 | 51.1055118814223 |
| 2008-06-01 | 51.2669703634038 |
| 2008-07-01 | 51.5279232489266 |
| 2008-08-01 | 51.6420468320010 |
| 2008-09-01 | 51.8674374926311 |
| 2008-10-01 | 51.5625313049226 |
| 2008-11-01 | 51.4722905354053 |
| 2008-12-01 | 51.4150381059914 |
| 2009-01-01 | 51.8120375335413 |
| 2009-02-01 | 51.7122975672420 |
| 2009-03-01 | 51.7860243401137 |
| 2009-04-01 | 51.8518298298215 |
| 2009-05-01 | 51.4725417717244 |
| 2009-06-01 | 51.9768842224185 |
| 2009-07-01 | 51.7845024138318 |
| 2009-08-01 | 51.7716168855076 |
| 2009-09-01 | 51.7543537631838 |
| 2009-10-01 | 51.9542379627352 |
| 2009-11-01 | 51.9176909819647 |
| 2009-12-01 | 51.7880266284009 |
| 2010-01-01 | 51.9185013470146 |
| 2010-02-01 | 51.9804679064525 |
| 2010-03-01 | 52.1138260576601 |
| 2010-04-01 | 52.0738930468463 |
| 2010-05-01 | 52.1283526476214 |
| 2010-06-01 | 52.1980099732611 |
| 2010-07-01 | 52.2507371012393 |
| 2010-08-01 | 52.2236701335025 |
| 2010-09-01 | 52.2566137662898 |
| 2010-10-01 | 52.4434297966993 |
| 2010-11-01 | 52.5503387472588 |
| 2010-12-01 | 52.6048322714565 |
| 2011-01-01 | 52.5432062930946 |
| 2011-02-01 | 52.6494671670456 |
| 2011-03-01 | 52.6484723044043 |
| 2011-04-01 | 52.3110579632193 |
| 2011-05-01 | 52.4568455257906 |
| 2011-06-01 | 52.7677748446350 |
| 2011-07-01 | 52.6045728176688 |
| 2011-08-01 | 52.7676738762419 |
| 2011-09-01 | 52.7365777283712 |
| 2011-10-01 | 52.7531041568500 |
| 2011-11-01 | 52.6841923953528 |
| 2011-12-01 | 52.6869637939463 |
| 2012-01-01 | 52.2704004910828 |
| 2012-02-01 | 53.2509542600546 |
| 2012-03-01 | 52.7550413889515 |
| 2012-04-01 | 52.6501693471195 |
| 2012-05-01 | 52.2424574825003 |
| 2012-06-01 | 52.2951422286861 |
| 2012-07-01 | 52.3113197060094 |
| 2012-08-01 | 52.2587140828961 |
| 2012-09-01 | 52.3187283558701 |
| 2012-10-01 | 52.0720410298552 |
| 2012-11-01 | 52.0606400938907 |
| 2012-12-01 | 52.3855003643292 |
| 2013-01-01 | 51.5896578493900 |
| 2013-02-01 | 51.9069911057052 |
| 2013-03-01 | 51.8444312059171 |
| 2013-04-01 | 51.5921764332939 |
| 2013-05-01 | 51.6980043989445 |
| 2013-06-01 | 51.6134033467886 |
| 2013-07-01 | 51.6708024782007 |
| 2013-08-01 | 51.6129894543549 |
| 2013-09-01 | 51.6955987723894 |
| 2013-10-01 | 51.7846750753082 |
| 2013-11-01 | 52.0625717887375 |
| 2013-12-01 | 52.0968814350919 |
| 2014-01-01 | 52.1373290160796 |
| 2014-02-01 | 52.1470961305228 |
| 2014-03-01 | 52.1507825477980 |
| 2014-04-01 | 52.1091590989870 |
| 2014-05-01 | 51.9280835852980 |
| 2014-06-01 | 51.9095243724889 |
| 2014-07-01 | 52.0426720522010 |
| 2014-08-01 | 52.0946244170301 |
| 2014-09-01 | 52.1799957251872 |
| 2014-10-01 | 51.9796281034341 |
| 2014-11-01 | 51.9929499454120 |
| 2014-12-01 | 51.9456483324127 |
| 2015-01-01 | 51.7688578418574 |
| 2015-02-01 | 51.5929818703816 |
| 2015-03-01 | 51.4876173009763 |
| 2015-04-01 | 51.9284960280568 |
| 2015-05-01 | 52.0640761772507 |
| 2015-06-01 | 52.0771684753300 |
| 2015-07-01 | 51.9995945159989 |
| 2015-08-01 | 51.9312264653658 |
| 2015-09-01 | 51.8479946498173 |
| 2015-10-01 | 52.1799294184785 |
| 2015-11-01 | 52.1479705547418 |
| 2015-12-01 | 52.1949633423772 |
| 2016-01-01 | 52.9451174224554 |
| 2016-02-01 | 52.6226849725677 |
| 2016-03-01 | 52.6838383464380 |
| 2016-04-01 | 52.9301853508873 |
| 2016-05-01 | 53.3023164790353 |
| 2016-06-01 | 52.8352012929527 |
| 2016-07-01 | 53.1020297727320 |
| 2016-08-01 | 53.4069185746226 |
| 2016-09-01 | 53.0084560274356 |
| 2016-10-01 | 53.1577091631455 |
| 2016-11-01 | 53.1834865338486 |
| 2016-12-01 | 53.4737823764570 |
| 2017-01-01 | 53.2875456503386 |
| 2017-02-01 | 53.4434740997916 |
| 2017-03-01 | 53.2746578609525 |
| 2017-04-01 | 53.2613673852485 |
| 2017-05-01 | 53.4432558118524 |
| 2017-06-01 | 53.4991357138698 |
| 2017-07-01 | 53.6201493156488 |
| 2017-08-01 | 53.5193170923300 |
| 2017-09-01 | 53.7447362107093 |
| 2017-10-01 | 53.6389451058742 |
| 2017-11-01 | 53.7256934021899 |
| 2017-12-01 | 53.6775479571572 |
| 2018-01-01 | 53.8386832259947 |
| 2018-02-01 | 53.9758205961152 |
| 2018-03-01 | 54.0223748848464 |
| 2018-04-01 | 54.2146528871370 |
| 2018-05-01 | 54.0758259668305 |
| 2018-06-01 | 54.3603871644424 |
| 2018-07-01 | 54.2546161123173 |
| 2018-08-01 | 54.3906265110152 |
| 2018-09-01 | 54.4902675224832 |
| 2018-10-01 | 54.4165394825364 |
| 2018-11-01 | 54.4229815772547 |
| 2018-12-01 | 54.8725887624199 |
| 2019-01-01 | 54.7566159126608 |
| 2019-02-01 | 54.9153189371058 |
| 2019-03-01 | 55.1514647951322 |
| 2019-04-01 | 55.3781557380658 |
| 2019-05-01 | 54.5262502784832 |
| 2019-06-01 | 55.1322216759117 |
| 2019-07-01 | 55.4062227536986 |
| 2019-08-01 | 55.4819177669924 |
| 2019-09-01 | 55.3373519500444 |
| 2019-10-01 | 55.3946646688116 |
| 2019-11-01 | 55.5057844543201 |
| 2019-12-01 | 55.1614697890211 |
| 2020-01-01 | 55.9714967335290 |
| 2020-02-01 | 55.5769888247139 |
| 2020-03-01 | 55.3566510422584 |
| 2020-04-01 | 46.8595733811132 |
| 2020-05-01 | 47.4519980609066 |
| 2020-06-01 | 49.4666677306497 |
| 2020-07-01 | 50.6426856497462 |
| 2020-08-01 | 51.1667021098618 |
| 2020-09-01 | 51.1567354526092 |
| 2020-10-01 | 51.1905352449469 |
| 2020-11-01 | 50.8896299204117 |
| 2020-12-01 | 49.4380483579360 |
| 2021-01-01 | 50.5874704411127 |
| 2021-02-01 | 50.0876773416165 |
| 2021-03-01 | 50.9159855720656 |
| 2021-04-01 | 50.6551058127997 |
| 2021-05-01 | 50.7194027594263 |
| 2021-06-01 | 50.7743380808873 |
| 2021-07-01 | 50.4257601825502 |
| 2021-08-01 | 49.9415138106070 |
| 2021-09-01 | 49.5624799464612 |
| 2021-10-01 | 50.5304754035118 |
| 2021-11-01 | 50.7935378724854 |
| 2021-12-01 | 51.0813272220368 |
| 2022-01-01 | 51.0222674351488 |
| 2022-02-01 | 50.8330396380468 |
| 2022-03-01 | 50.6159846599544 |
| 2022-04-01 | 50.9788592338217 |
| 2022-05-01 | 51.1359776733692 |
| 2022-06-01 | 51.1586321035164 |
| 2022-07-01 | 51.6348220056069 |
| 2022-08-01 | 51.6242480968676 |
| 2022-09-01 | 51.6617407202613 |
| 2022-10-01 | 51.7540090666819 |
| 2022-11-01 | 51.7802351299028 |
| 2022-12-01 | 51.8238210960534 |
| 2023-01-01 | 51.9279078993255 |
| 2023-02-01 | 52.3598292254420 |
| 2023-03-01 | 52.5125098890291 |
| 2023-04-01 | 52.5731451586485 |
| 2023-05-01 | 52.5655003178742 |
| 2023-06-01 | 52.8912688733264 |
| 2023-07-01 | 52.9440593864277 |
| 2023-08-01 | 52.9664566169677 |
| 2023-09-01 | 53.2596452387614 |
| 2023-10-01 | 53.3677558846219 |
| 2023-11-01 | 53.6728221476970 |
| 2023-12-01 | 53.8582712082904 |
| 2024-01-01 | 54.0624810214808 |
| 2024-02-01 | 54.0654623151937 |
| 2024-03-01 | 54.5043673194823 |
| 2024-04-01 | 54.6439148162523 |
| 2024-05-01 | 54.7026269819106 |
| 2024-06-01 | 54.7286313807031 |
| 2024-07-01 | 54.7718032367195 |
| 2024-08-01 | 55.1261578000952 |
| 2024-09-01 | 55.3656541368540 |
| 2024-10-01 | 55.2675705111718 |
| 2024-11-01 | 55.4611652917902 |
| 2024-12-01 | 55.6119096014674 |
| 2025-01-01 | 55.6885553695169 |
| 2025-02-01 | 55.5631492934190 |
| 2025-03-01 | 55.5183654116183 |
| 2025-04-01 | 55.7348276304515 |
| 2025-05-01 | 55.9218089235010 |
| 2025-06-01 | 56.1700057796935 |
| 2025-07-01 | 56.4227479784006 |
| 2025-08-01 | 56.7454729870306 |
| 2025-09-01 | 56.4596489974972 |
| 2025-10-01 | 56.7522252169094 |
| 2025-11-01 | 56.7568557569919 |
| 2025-12-01 | 56.7967689016923 |
| 2026-01-01 | 57.8569386122118 |
| 2026-02-01 | 57.5536165261788 |
| 2026-03-01 | 57.6139680874844 |
| 2026-04-01 | 57.7180625914259 |