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 2026-05-01 |
| Last Updated | 2026-06-24 9:47 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 | 37.8773529979461 |
| 1990-02-01 | 37.6321841158024 |
| 1990-03-01 | 37.7265332658425 |
| 1990-04-01 | 37.7379501980371 |
| 1990-05-01 | 37.8247614297860 |
| 1990-06-01 | 37.9291434869383 |
| 1990-07-01 | 38.1557556144149 |
| 1990-08-01 | 38.2377189031367 |
| 1990-09-01 | 38.3722787412059 |
| 1990-10-01 | 38.2396847662521 |
| 1990-11-01 | 38.0755708466130 |
| 1990-12-01 | 38.1071735417664 |
| 1991-01-01 | 37.9885693910128 |
| 1991-02-01 | 38.0139167886786 |
| 1991-03-01 | 38.2142967180244 |
| 1991-04-01 | 38.1216110073838 |
| 1991-05-01 | 38.1152468232752 |
| 1991-06-01 | 38.2412508489377 |
| 1991-07-01 | 38.0565571983493 |
| 1991-08-01 | 38.4555694240783 |
| 1991-09-01 | 38.2783404580174 |
| 1991-10-01 | 38.5443888387189 |
| 1991-11-01 | 38.8796150963958 |
| 1991-12-01 | 39.0888792268014 |
| 1992-01-01 | 39.1324360625838 |
| 1992-02-01 | 39.2662491272958 |
| 1992-03-01 | 39.2642167152583 |
| 1992-04-01 | 39.4698382992528 |
| 1992-05-01 | 39.7023175930441 |
| 1992-06-01 | 39.7834060891951 |
| 1992-07-01 | 40.2261223549351 |
| 1992-08-01 | 39.9308781269490 |
| 1992-09-01 | 40.1239813955531 |
| 1992-10-01 | 40.1234152559981 |
| 1992-11-01 | 40.2561204449578 |
| 1992-12-01 | 39.9709247827679 |
| 1993-01-01 | 40.1811159805626 |
| 1993-02-01 | 40.1979246990066 |
| 1993-03-01 | 40.0847828614424 |
| 1993-04-01 | 40.3287725974373 |
| 1993-05-01 | 40.3886436869202 |
| 1993-06-01 | 40.5277009749890 |
| 1993-07-01 | 40.9609538750980 |
| 1993-08-01 | 40.8100339570897 |
| 1993-09-01 | 40.8755364409756 |
| 1993-10-01 | 40.9150140146619 |
| 1993-11-01 | 40.7482588414395 |
| 1993-12-01 | 40.9585680561232 |
| 1994-01-01 | 40.9238741636519 |
| 1994-02-01 | 40.9122982674626 |
| 1994-03-01 | 40.8841312658625 |
| 1994-04-01 | 41.8700158011533 |
| 1994-05-01 | 41.9759494483818 |
| 1994-06-01 | 41.8860302243500 |
| 1994-07-01 | 41.8087230480105 |
| 1994-08-01 | 41.9144659494723 |
| 1994-09-01 | 42.0627536622214 |
| 1994-10-01 | 41.9849750171530 |
| 1994-11-01 | 42.1088555170191 |
| 1994-12-01 | 42.1319130572583 |
| 1995-01-01 | 42.9731381041453 |
| 1995-02-01 | 42.9237961014518 |
| 1995-03-01 | 43.1463699607804 |
| 1995-04-01 | 43.2302022616706 |
| 1995-05-01 | 42.9795641157821 |
| 1995-06-01 | 42.6322645291141 |
| 1995-07-01 | 43.2810511129894 |
| 1995-08-01 | 43.3202945942574 |
| 1995-09-01 | 43.4661746127084 |
| 1995-10-01 | 43.4357198857308 |
| 1995-11-01 | 43.6614582284642 |
| 1995-12-01 | 43.3969348406752 |
| 1996-01-01 | 43.1771730790105 |
| 1996-02-01 | 43.2503130961746 |
| 1996-03-01 | 43.4421529570180 |
| 1996-04-01 | 43.1076569654417 |
| 1996-05-01 | 43.5103151472538 |
| 1996-06-01 | 43.3621194124680 |
| 1996-07-01 | 43.6323096841123 |
| 1996-08-01 | 43.6827250555355 |
| 1996-09-01 | 43.6645653072717 |
| 1996-10-01 | 43.9095745816597 |
| 1996-11-01 | 43.9296489021342 |
| 1996-12-01 | 44.3624547486354 |
| 1997-01-01 | 43.9797021686249 |
| 1997-02-01 | 44.0767921413005 |
| 1997-03-01 | 43.9498625062701 |
| 1997-04-01 | 44.1935930068557 |
| 1997-05-01 | 44.3528930717876 |
| 1997-06-01 | 44.4986335716335 |
| 1997-07-01 | 43.9739525991624 |
| 1997-08-01 | 44.1150646016613 |
| 1997-09-01 | 44.3397014891222 |
| 1997-10-01 | 44.5934501047391 |
| 1997-11-01 | 44.6998772264748 |
| 1997-12-01 | 44.7478466374417 |
| 1998-01-01 | 45.1832854583626 |
| 1998-02-01 | 45.0990835267216 |
| 1998-03-01 | 45.1824143263885 |
| 1998-04-01 | 45.1731202005500 |
| 1998-05-01 | 45.0097012887133 |
| 1998-06-01 | 45.2152320487342 |
| 1998-07-01 | 45.2309959679598 |
| 1998-08-01 | 45.3488871484579 |
| 1998-09-01 | 45.1606226059162 |
| 1998-10-01 | 45.3025487153665 |
| 1998-11-01 | 45.2097058172719 |
| 1998-12-01 | 45.2639402807985 |
| 1999-01-01 | 44.5542990234282 |
| 1999-02-01 | 44.8238196249249 |
| 1999-03-01 | 44.9600353371278 |
| 1999-04-01 | 45.4589545286018 |
| 1999-05-01 | 45.1562244480141 |
| 1999-06-01 | 45.1123621262407 |
| 1999-07-01 | 45.1522541527531 |
| 1999-08-01 | 45.1038060241788 |
| 1999-09-01 | 45.0060755919038 |
| 1999-10-01 | 45.3622824567795 |
| 1999-11-01 | 45.4614955421645 |
| 1999-12-01 | 45.4995248204408 |
| 2000-01-01 | 45.6653076451079 |
| 2000-02-01 | 45.6601618087905 |
| 2000-03-01 | 45.6213839603970 |
| 2000-04-01 | 45.3291338708844 |
| 2000-05-01 | 45.1635142464641 |
| 2000-06-01 | 45.2188790546060 |
| 2000-07-01 | 45.1805394132323 |
| 2000-08-01 | 45.1890430311176 |
| 2000-09-01 | 45.7329679085344 |
| 2000-10-01 | 45.0345839170593 |
| 2000-11-01 | 45.0303143996150 |
| 2000-12-01 | 45.1692691347791 |
| 2001-01-01 | 44.6354925402522 |
| 2001-02-01 | 45.0301252991697 |
| 2001-03-01 | 44.9196040663599 |
| 2001-04-01 | 44.8969162729982 |
| 2001-05-01 | 44.7382910520105 |
| 2001-06-01 | 45.0396343169429 |
| 2001-07-01 | 45.2004809410721 |
| 2001-08-01 | 45.3996361631057 |
| 2001-09-01 | 45.4328805686273 |
| 2001-10-01 | 45.2842887091083 |
| 2001-11-01 | 45.3685536687340 |
| 2001-12-01 | 45.2192213127146 |
| 2002-01-01 | 45.4379053957800 |
| 2002-02-01 | 45.9099354668606 |
| 2002-03-01 | 45.9147212912180 |
| 2002-04-01 | 46.2103489319508 |
| 2002-05-01 | 46.5877523270584 |
| 2002-06-01 | 46.6126764131688 |
| 2002-07-01 | 46.5491735090522 |
| 2002-08-01 | 46.7722930281696 |
| 2002-09-01 | 46.8483433603284 |
| 2002-10-01 | 46.8787008079615 |
| 2002-11-01 | 47.0713484874270 |
| 2002-12-01 | 46.8595968372806 |
| 2003-01-01 | 47.5591588506103 |
| 2003-02-01 | 47.4794185118763 |
| 2003-03-01 | 47.9024214577163 |
| 2003-04-01 | 47.7182931998481 |
| 2003-05-01 | 48.0460300192182 |
| 2003-06-01 | 48.2984174764114 |
| 2003-07-01 | 47.6894179545730 |
| 2003-08-01 | 47.7298303973708 |
| 2003-09-01 | 47.8477195737595 |
| 2003-10-01 | 48.0697809397922 |
| 2003-11-01 | 48.0637511555254 |
| 2003-12-01 | 48.2989758561757 |
| 2004-01-01 | 47.1404603319366 |
| 2004-02-01 | 47.0944561778913 |
| 2004-03-01 | 47.2666428206413 |
| 2004-04-01 | 47.5746826188863 |
| 2004-05-01 | 47.6224269162023 |
| 2004-06-01 | 47.7230901154283 |
| 2004-07-01 | 48.0975733372623 |
| 2004-08-01 | 48.0608150407396 |
| 2004-09-01 | 48.1311712467760 |
| 2004-10-01 | 48.5519146385837 |
| 2004-11-01 | 48.8555840862443 |
| 2004-12-01 | 49.0727410531069 |
| 2005-01-01 | 48.8596811929719 |
| 2005-02-01 | 48.8646952814435 |
| 2005-03-01 | 48.7896273772656 |
| 2005-04-01 | 49.1113865740910 |
| 2005-05-01 | 48.9316644306898 |
| 2005-06-01 | 48.9827096149420 |
| 2005-07-01 | 49.2175721201802 |
| 2005-08-01 | 49.1941165702430 |
| 2005-09-01 | 49.2073462678851 |
| 2005-10-01 | 49.3346087242584 |
| 2005-11-01 | 49.1465570117679 |
| 2005-12-01 | 49.4671914080696 |
| 2006-01-01 | 49.5657605866714 |
| 2006-02-01 | 50.0335858933866 |
| 2006-03-01 | 49.9174142642826 |
| 2006-04-01 | 49.6793207976772 |
| 2006-05-01 | 49.8834342215687 |
| 2006-06-01 | 49.7996267731209 |
| 2006-07-01 | 49.7202722092467 |
| 2006-08-01 | 49.8937380213844 |
| 2006-09-01 | 49.9898422507416 |
| 2006-10-01 | 49.7133336405556 |
| 2006-11-01 | 49.9382365149895 |
| 2006-12-01 | 49.7869205844320 |
| 2007-01-01 | 49.6705507385217 |
| 2007-02-01 | 49.8014086208502 |
| 2007-03-01 | 49.7283466705831 |
| 2007-04-01 | 49.9700895659923 |
| 2007-05-01 | 50.2444823132036 |
| 2007-06-01 | 50.5922713301851 |
| 2007-07-01 | 50.3515484959200 |
| 2007-08-01 | 49.9780046280981 |
| 2007-09-01 | 50.6058775476912 |
| 2007-10-01 | 50.5950087261358 |
| 2007-11-01 | 50.6107341739880 |
| 2007-12-01 | 50.5764828589194 |
| 2008-01-01 | 51.3029800792084 |
| 2008-02-01 | 50.8550385629156 |
| 2008-03-01 | 50.7732807577039 |
| 2008-04-01 | 51.1549620310266 |
| 2008-05-01 | 51.1055126710560 |
| 2008-06-01 | 51.2669702600783 |
| 2008-07-01 | 51.5279222658639 |
| 2008-08-01 | 51.6420453489282 |
| 2008-09-01 | 51.8674349363886 |
| 2008-10-01 | 51.5625302466771 |
| 2008-11-01 | 51.4722889263644 |
| 2008-12-01 | 51.4150365827630 |
| 2009-01-01 | 51.8120368648697 |
| 2009-02-01 | 51.7123022706763 |
| 2009-03-01 | 51.7860266072048 |
| 2009-04-01 | 51.8518299572231 |
| 2009-05-01 | 51.4725418102751 |
| 2009-06-01 | 51.9768841239571 |
| 2009-07-01 | 51.7845019634854 |
| 2009-08-01 | 51.7716162552809 |
| 2009-09-01 | 51.7543521019166 |
| 2009-10-01 | 51.9542379860887 |
| 2009-11-01 | 51.9176911371692 |
| 2009-12-01 | 51.7880256637224 |
| 2010-01-01 | 51.9185012465097 |
| 2010-02-01 | 51.9804682416868 |
| 2010-03-01 | 52.1138278610622 |
| 2010-04-01 | 52.0738930832676 |
| 2010-05-01 | 52.1283527484021 |
| 2010-06-01 | 52.1980101474596 |
| 2010-07-01 | 52.2507370659393 |
| 2010-08-01 | 52.2236700864741 |
| 2010-09-01 | 52.2566130101007 |
| 2010-10-01 | 52.4434302193539 |
| 2010-11-01 | 52.5503391713633 |
| 2010-12-01 | 52.6048308681018 |
| 2011-01-01 | 52.5432054994085 |
| 2011-02-01 | 52.6494669855030 |
| 2011-03-01 | 52.6484729859776 |
| 2011-04-01 | 52.3110578019461 |
| 2011-05-01 | 52.4568458622656 |
| 2011-06-01 | 52.7677755963813 |
| 2011-07-01 | 52.6045734558721 |
| 2011-08-01 | 52.7676746533522 |
| 2011-09-01 | 52.7365779939962 |
| 2011-10-01 | 52.7531048026542 |
| 2011-11-01 | 52.6841927056559 |
| 2011-12-01 | 52.6869614528333 |
| 2012-01-01 | 52.2703986186691 |
| 2012-02-01 | 53.2509529986350 |
| 2012-03-01 | 52.7550404842580 |
| 2012-04-01 | 52.6501693889603 |
| 2012-05-01 | 52.2424586771576 |
| 2012-06-01 | 52.2951442000334 |
| 2012-07-01 | 52.3113216591905 |
| 2012-08-01 | 52.2587159447208 |
| 2012-09-01 | 52.3187297652429 |
| 2012-10-01 | 52.0720418662012 |
| 2012-11-01 | 52.0606403913253 |
| 2012-12-01 | 52.3854977078062 |
| 2013-01-01 | 51.5896523414248 |
| 2013-02-01 | 51.9069882952281 |
| 2013-03-01 | 51.8444280788091 |
| 2013-04-01 | 51.5921743830621 |
| 2013-05-01 | 51.6980042239957 |
| 2013-06-01 | 51.6134189545832 |
| 2013-07-01 | 51.6708019733648 |
| 2013-08-01 | 51.6129958760946 |
| 2013-09-01 | 51.6955983705869 |
| 2013-10-01 | 51.7846741337853 |
| 2013-11-01 | 52.0625702006586 |
| 2013-12-01 | 52.0968770033343 |
| 2014-01-01 | 52.1373194498062 |
| 2014-02-01 | 52.1470923120235 |
| 2014-03-01 | 52.1507785358202 |
| 2014-04-01 | 52.1091566343053 |
| 2014-05-01 | 51.9280834747790 |
| 2014-06-01 | 51.9095542919941 |
| 2014-07-01 | 52.0426686111608 |
| 2014-08-01 | 52.0946344932473 |
| 2014-09-01 | 52.1799927661640 |
| 2014-10-01 | 51.9796250778019 |
| 2014-11-01 | 51.9929466695635 |
| 2014-12-01 | 51.9456427431994 |
| 2015-01-01 | 51.7688440040296 |
| 2015-02-01 | 51.5929759848368 |
| 2015-03-01 | 51.4876111913622 |
| 2015-04-01 | 51.9284916139381 |
| 2015-05-01 | 52.0640753175668 |
| 2015-06-01 | 52.0772127942368 |
| 2015-07-01 | 51.9995892067131 |
| 2015-08-01 | 51.9312430388521 |
| 2015-09-01 | 51.8479949016139 |
| 2015-10-01 | 52.1799304118072 |
| 2015-11-01 | 52.1479699170450 |
| 2015-12-01 | 52.1949567844584 |
| 2016-01-01 | 52.9450930819602 |
| 2016-02-01 | 52.6226575058832 |
| 2016-03-01 | 52.6838026149107 |
| 2016-04-01 | 52.9302208419498 |
| 2016-05-01 | 53.3022954888489 |
| 2016-06-01 | 52.8352352964687 |
| 2016-07-01 | 53.1020272464981 |
| 2016-08-01 | 53.4069526756540 |
| 2016-09-01 | 53.0084865815217 |
| 2016-10-01 | 53.1577424858784 |
| 2016-11-01 | 53.1835062900541 |
| 2016-12-01 | 53.4738377666235 |
| 2017-01-01 | 53.2875152321317 |
| 2017-02-01 | 53.4433566161561 |
| 2017-03-01 | 53.2745056730104 |
| 2017-04-01 | 53.2613841067237 |
| 2017-05-01 | 53.4430844718279 |
| 2017-06-01 | 53.4992796743929 |
| 2017-07-01 | 53.6202035132999 |
| 2017-08-01 | 53.5194224442194 |
| 2017-09-01 | 53.7448568607748 |
| 2017-10-01 | 53.6390688723389 |
| 2017-11-01 | 53.7257776600829 |
| 2017-12-01 | 53.6776990463476 |
| 2018-01-01 | 53.8386294524661 |
| 2018-02-01 | 53.9754454377679 |
| 2018-03-01 | 54.0220227423693 |
| 2018-04-01 | 54.2145703978122 |
| 2018-05-01 | 54.0754301570314 |
| 2018-06-01 | 54.3607102722923 |
| 2018-07-01 | 54.2546789914857 |
| 2018-08-01 | 54.3910017719574 |
| 2018-09-01 | 54.4905784617744 |
| 2018-10-01 | 54.4167941778302 |
| 2018-11-01 | 54.4232129930086 |
| 2018-12-01 | 54.8728104056871 |
| 2019-01-01 | 54.7568437187694 |
| 2019-02-01 | 54.9150791492183 |
| 2019-03-01 | 55.1491462043084 |
| 2019-04-01 | 55.3783011436289 |
| 2019-05-01 | 54.5259249068998 |
| 2019-06-01 | 55.1329144586325 |
| 2019-07-01 | 55.4063975327008 |
| 2019-08-01 | 55.4826540929104 |
| 2019-09-01 | 55.3378880211315 |
| 2019-10-01 | 55.3950429708439 |
| 2019-11-01 | 55.5061610713989 |
| 2019-12-01 | 55.1616693543316 |
| 2020-01-01 | 55.9719416162130 |
| 2020-02-01 | 55.5768711602836 |
| 2020-03-01 | 55.3523653763862 |
| 2020-04-01 | 46.8598956843420 |
| 2020-05-01 | 47.4518808597897 |
| 2020-06-01 | 49.4675471622903 |
| 2020-07-01 | 50.6430036885587 |
| 2020-08-01 | 51.1678161044694 |
| 2020-09-01 | 51.1575652452111 |
| 2020-10-01 | 51.1910839553504 |
| 2020-11-01 | 50.8900526988349 |
| 2020-12-01 | 49.4379507117732 |
| 2021-01-01 | 50.5876746824317 |
| 2021-02-01 | 50.0874396224550 |
| 2021-03-01 | 50.9100807735006 |
| 2021-04-01 | 50.6557170372078 |
| 2021-05-01 | 50.7198167592277 |
| 2021-06-01 | 50.7759121752496 |
| 2021-07-01 | 50.4267987136772 |
| 2021-08-01 | 49.9432469241745 |
| 2021-09-01 | 49.5637971190132 |
| 2021-10-01 | 50.5312870859338 |
| 2021-11-01 | 50.7937429481185 |
| 2021-12-01 | 51.0803679353352 |
| 2022-01-01 | 51.0212402316789 |
| 2022-02-01 | 50.8318362805714 |
| 2022-03-01 | 50.6076935283880 |
| 2022-04-01 | 50.9800402559281 |
| 2022-05-01 | 51.1380576484712 |
| 2022-06-01 | 51.1624051472768 |
| 2022-07-01 | 51.6385381002574 |
| 2022-08-01 | 51.6230054955150 |
| 2022-09-01 | 51.6653904177965 |
| 2022-10-01 | 51.7565760205089 |
| 2022-11-01 | 51.7809477538064 |
| 2022-12-01 | 51.8213618384335 |
| 2023-01-01 | 51.9248178716547 |
| 2023-02-01 | 52.3545835187774 |
| 2023-03-01 | 52.4956980183673 |
| 2023-04-01 | 52.5723497351257 |
| 2023-05-01 | 52.5795371270268 |
| 2023-06-01 | 52.8992999227021 |
| 2023-07-01 | 52.9511013731707 |
| 2023-08-01 | 52.9617470215247 |
| 2023-09-01 | 53.2653520120494 |
| 2023-10-01 | 53.3716818845966 |
| 2023-11-01 | 53.6735438330607 |
| 2023-12-01 | 53.8536886108726 |
| 2024-01-01 | 54.0559475423870 |
| 2024-02-01 | 54.0540751149023 |
| 2024-03-01 | 54.4784845609678 |
| 2024-04-01 | 54.6417138096188 |
| 2024-05-01 | 54.7321219713316 |
| 2024-06-01 | 54.7416494973474 |
| 2024-07-01 | 54.7825664237081 |
| 2024-08-01 | 55.1162341544119 |
| 2024-09-01 | 55.3736912968130 |
| 2024-10-01 | 55.2731544128621 |
| 2024-11-01 | 55.4621727591054 |
| 2024-12-01 | 55.6052553757275 |
| 2025-01-01 | 55.6784988656836 |
| 2025-02-01 | 55.5443831300933 |
| 2025-03-01 | 55.4831618670060 |
| 2025-04-01 | 55.7303224298836 |
| 2025-05-01 | 55.9691126712068 |
| 2025-06-01 | 56.1875435082613 |
| 2025-07-01 | 56.4360461893394 |
| 2025-08-01 | 56.7330970813657 |
| 2025-09-01 | 56.4684099497420 |
| 2025-10-01 | 56.7581168366512 |
| 2025-11-01 | 56.7572464654979 |
| 2025-12-01 | 56.7881601858266 |
| 2026-01-01 | 57.8433647640185 |
| 2026-02-01 | 57.5288755210263 |
| 2026-03-01 | 57.5718342958956 |
| 2026-04-01 | 57.6146208087943 |
| 2026-05-01 | 57.5829646400786 |