Table Data - All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre, PA (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Scranton--Wilkes-Barre, PA (MSA) |
|---|---|
| Series ID | SMU42425406561000001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 9:53 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 | 7.17903900455129 |
| 1990-02-01 | 6.77130295100051 |
| 1990-03-01 | 6.72312568454856 |
| 1990-04-01 | 6.81256699398474 |
| 1990-05-01 | 6.77381581881842 |
| 1990-06-01 | 6.91298088713806 |
| 1990-07-01 | 6.88500017687642 |
| 1990-08-01 | 6.99225748606030 |
| 1990-09-01 | 7.04870271515618 |
| 1990-10-01 | 6.97378523348624 |
| 1990-11-01 | 6.97057418921308 |
| 1990-12-01 | 7.10250163541594 |
| 1991-01-01 | 7.06973387914786 |
| 1991-02-01 | 7.16518088776429 |
| 1991-03-01 | 7.18234351127565 |
| 1991-04-01 | 7.17343626812158 |
| 1991-05-01 | 7.14956499876502 |
| 1991-06-01 | 7.38047967014251 |
| 1991-07-01 | 6.87484822012885 |
| 1991-08-01 | 6.97244339950068 |
| 1991-09-01 | 6.93903700297041 |
| 1991-10-01 | 7.16103057047548 |
| 1991-11-01 | 7.24746553246865 |
| 1991-12-01 | 7.37968546334086 |
| 1992-01-01 | 7.17746980762433 |
| 1992-02-01 | 7.17140710224243 |
| 1992-03-01 | 7.18445448245302 |
| 1992-04-01 | 7.07541650368234 |
| 1992-05-01 | 7.13674385480608 |
| 1992-06-01 | 7.16397271081794 |
| 1992-07-01 | 6.85817015653936 |
| 1992-08-01 | 7.07454521241672 |
| 1992-09-01 | 7.15516075506809 |
| 1992-10-01 | 7.26539530926155 |
| 1992-11-01 | 7.25544119895000 |
| 1992-12-01 | 7.11474828768390 |
| 1993-01-01 | 7.17377657365703 |
| 1993-02-01 | 7.17463932964851 |
| 1993-03-01 | 7.27693371347053 |
| 1993-04-01 | 7.34118809267787 |
| 1993-05-01 | 7.41305685853377 |
| 1993-06-01 | 7.40247574646917 |
| 1993-07-01 | 7.56239325083885 |
| 1993-08-01 | 7.66960042992919 |
| 1993-09-01 | 7.58092139797683 |
| 1993-10-01 | 7.64405900449760 |
| 1993-11-01 | 7.62163831026352 |
| 1993-12-01 | 7.76793724654811 |
| 1994-01-01 | 7.81910406391314 |
| 1994-02-01 | 7.84878365937088 |
| 1994-03-01 | 7.91350453327406 |
| 1994-04-01 | 8.05330724406464 |
| 1994-05-01 | 8.16466976303945 |
| 1994-06-01 | 8.21670023764843 |
| 1994-07-01 | 8.51118342451469 |
| 1994-08-01 | 8.50754803923877 |
| 1994-09-01 | 8.44193310598867 |
| 1994-10-01 | 8.29815399552166 |
| 1994-11-01 | 8.34518425388680 |
| 1994-12-01 | 8.41773801925946 |
| 1995-01-01 | 8.57492041273716 |
| 1995-02-01 | 8.50401083258121 |
| 1995-03-01 | 8.45577162256505 |
| 1995-04-01 | 8.48930761148087 |
| 1995-05-01 | 8.64654778659781 |
| 1995-06-01 | 8.32712288720753 |
| 1995-07-01 | 8.39517667305745 |
| 1995-08-01 | 8.36127147198964 |
| 1995-09-01 | 8.44860469019606 |
| 1995-10-01 | 8.50778081208431 |
| 1995-11-01 | 8.62601210041216 |
| 1995-12-01 | 8.61149367612394 |
| 1996-01-01 | 8.57959839653734 |
| 1996-02-01 | 8.56033378634786 |
| 1996-03-01 | 8.62252992193128 |
| 1996-04-01 | 8.55351422098475 |
| 1996-05-01 | 8.57455020467257 |
| 1996-06-01 | 8.67521468242335 |
| 1996-07-01 | 8.65117613601778 |
| 1996-08-01 | 8.59939645962823 |
| 1996-09-01 | 8.67929889676213 |
| 1996-10-01 | 8.61711251482485 |
| 1996-11-01 | 8.61988518271917 |
| 1996-12-01 | 8.89129927975600 |
| 1997-01-01 | 8.70396513592154 |
| 1997-02-01 | 8.60606307582883 |
| 1997-03-01 | 8.60368474506588 |
| 1997-04-01 | 8.62725955163457 |
| 1997-05-01 | 8.80607593246935 |
| 1997-06-01 | 8.78835957847799 |
| 1997-07-01 | 8.67650971781318 |
| 1997-08-01 | 8.72117024730436 |
| 1997-09-01 | 8.68275263519914 |
| 1997-10-01 | 8.71684595991343 |
| 1997-11-01 | 8.69734397294562 |
| 1997-12-01 | 8.71558535835843 |
| 1998-01-01 | 8.72245990254484 |
| 1998-02-01 | 8.83300047394647 |
| 1998-03-01 | 8.85969466318315 |
| 1998-04-01 | 8.88411794681278 |
| 1998-05-01 | 8.85696506370933 |
| 1998-06-01 | 8.79792532591941 |
| 1998-07-01 | 8.82505181357502 |
| 1998-08-01 | 8.83331508850466 |
| 1998-09-01 | 8.67295299905384 |
| 1998-10-01 | 8.90218500574167 |
| 1998-11-01 | 8.77887002519515 |
| 1998-12-01 | 8.72438001489907 |
| 1999-01-01 | 8.52359531980127 |
| 1999-02-01 | 8.67524779725688 |
| 1999-03-01 | 8.75413607844654 |
| 1999-04-01 | 8.78788277706537 |
| 1999-05-01 | 8.61368743156163 |
| 1999-06-01 | 8.47242177961828 |
| 1999-07-01 | 8.73602112348700 |
| 1999-08-01 | 8.70199428232719 |
| 1999-09-01 | 8.42968219801275 |
| 1999-10-01 | 8.72565835773730 |
| 1999-11-01 | 8.78020533534871 |
| 1999-12-01 | 8.74028599490619 |
| 2000-01-01 | 8.75240711042404 |
| 2000-02-01 | 8.70289466239447 |
| 2000-03-01 | 8.64313270669932 |
| 2000-04-01 | 8.70053708413376 |
| 2000-05-01 | 8.74757542123561 |
| 2000-06-01 | 8.85351657197793 |
| 2000-07-01 | 8.77089970350796 |
| 2000-08-01 | 8.83761773556944 |
| 2000-09-01 | 8.92558791031902 |
| 2000-10-01 | 8.81266164629576 |
| 2000-11-01 | 8.86693925792873 |
| 2000-12-01 | 8.93781089905158 |
| 2001-01-01 | 8.52741431476427 |
| 2001-02-01 | 8.93259202739570 |
| 2001-03-01 | 8.80637043353602 |
| 2001-04-01 | 8.79713936129584 |
| 2001-05-01 | 8.66227693948833 |
| 2001-06-01 | 8.77109886758439 |
| 2001-07-01 | 8.81124613330666 |
| 2001-08-01 | 8.88125966172760 |
| 2001-09-01 | 8.77578193587459 |
| 2001-10-01 | 8.72020884952425 |
| 2001-11-01 | 8.69028637422481 |
| 2001-12-01 | 8.66787779598764 |
| 2002-01-01 | 8.29026246433959 |
| 2002-02-01 | 8.70266256470609 |
| 2002-03-01 | 8.79138089062362 |
| 2002-04-01 | 8.80741062395775 |
| 2002-05-01 | 8.86202257079996 |
| 2002-06-01 | 8.79719968195194 |
| 2002-07-01 | 8.85373667593444 |
| 2002-08-01 | 8.93771889344332 |
| 2002-09-01 | 8.94649379015808 |
| 2002-10-01 | 8.97782023907095 |
| 2002-11-01 | 8.97062242554812 |
| 2002-12-01 | 8.85976544044127 |
| 2003-01-01 | 9.25229745689345 |
| 2003-02-01 | 9.12278915556039 |
| 2003-03-01 | 9.13390208990011 |
| 2003-04-01 | 8.98488383431927 |
| 2003-05-01 | 9.14434583636824 |
| 2003-06-01 | 9.19165047711939 |
| 2003-07-01 | 9.15395181090195 |
| 2003-08-01 | 9.12062641707252 |
| 2003-09-01 | 9.00187167817494 |
| 2003-10-01 | 9.22912604813711 |
| 2003-11-01 | 9.24132181941645 |
| 2003-12-01 | 9.35185949782454 |
| 2004-01-01 | 9.24158344466382 |
| 2004-02-01 | 8.98990557272355 |
| 2004-03-01 | 9.02623441419017 |
| 2004-04-01 | 9.15792435878964 |
| 2004-05-01 | 9.15064113051389 |
| 2004-06-01 | 8.98355680817381 |
| 2004-07-01 | 9.08159451526282 |
| 2004-08-01 | 8.91207984942801 |
| 2004-09-01 | 8.82877281080004 |
| 2004-10-01 | 9.03184839560146 |
| 2004-11-01 | 9.16509769945370 |
| 2004-12-01 | 9.21661926057011 |
| 2005-01-01 | 9.12234664294136 |
| 2005-02-01 | 9.04628671785617 |
| 2005-03-01 | 9.01982194968186 |
| 2005-04-01 | 8.95575000858116 |
| 2005-05-01 | 8.88292810343745 |
| 2005-06-01 | 9.02136474701570 |
| 2005-07-01 | 8.85943849898724 |
| 2005-08-01 | 8.79375737891951 |
| 2005-09-01 | 8.73674394814135 |
| 2005-10-01 | 8.85011239522075 |
| 2005-11-01 | 8.63648937466810 |
| 2005-12-01 | 8.92891296580437 |
| 2006-01-01 | 8.78499872265670 |
| 2006-02-01 | 9.10403782291111 |
| 2006-03-01 | 8.92094752609652 |
| 2006-04-01 | 8.84784896338667 |
| 2006-05-01 | 8.94273158233315 |
| 2006-06-01 | 8.56879999784774 |
| 2006-07-01 | 8.60284270407396 |
| 2006-08-01 | 8.75934368052476 |
| 2006-09-01 | 8.83735586053112 |
| 2006-10-01 | 8.85395367188035 |
| 2006-11-01 | 9.01371660026383 |
| 2006-12-01 | 8.75589722957371 |
| 2007-01-01 | 8.77996206223583 |
| 2007-02-01 | 8.79672419602807 |
| 2007-03-01 | 8.90665315817064 |
| 2007-04-01 | 9.00618779797317 |
| 2007-05-01 | 9.10722250613588 |
| 2007-06-01 | 9.19388852895224 |
| 2007-07-01 | 8.93907930830782 |
| 2007-08-01 | 8.58662563761932 |
| 2007-09-01 | 9.15140208142520 |
| 2007-10-01 | 9.04327415170070 |
| 2007-11-01 | 8.91945741554540 |
| 2007-12-01 | 8.68588255885843 |
| 2008-01-01 | 9.54723253710908 |
| 2008-02-01 | 9.04715513166748 |
| 2008-03-01 | 8.97146257489960 |
| 2008-04-01 | 9.08821200450914 |
| 2008-05-01 | 8.77140551522902 |
| 2008-06-01 | 8.95463061528136 |
| 2008-07-01 | 9.26896487071700 |
| 2008-08-01 | 9.28420308015625 |
| 2008-09-01 | 9.78267872854452 |
| 2008-10-01 | 9.23870799688470 |
| 2008-11-01 | 9.27311339961112 |
| 2008-12-01 | 9.16443308093522 |
| 2009-01-01 | 9.56722801180855 |
| 2009-02-01 | 9.39763456307565 |
| 2009-03-01 | 9.48020007057540 |
| 2009-04-01 | 9.42896833200462 |
| 2009-05-01 | 9.01945772559890 |
| 2009-06-01 | 9.43693803929609 |
| 2009-07-01 | 9.59833151806434 |
| 2009-08-01 | 9.62913600652073 |
| 2009-09-01 | 9.64428208225247 |
| 2009-10-01 | 9.52958764964754 |
| 2009-11-01 | 9.51474862206791 |
| 2009-12-01 | 9.39925825788460 |
| 2010-01-01 | 9.59691485957490 |
| 2010-02-01 | 9.67606457730792 |
| 2010-03-01 | 9.63359993281370 |
| 2010-04-01 | 9.69310805198802 |
| 2010-05-01 | 9.75404903217672 |
| 2010-06-01 | 9.91225610011041 |
| 2010-07-01 | 9.94847807424966 |
| 2010-08-01 | 9.74475697726940 |
| 2010-09-01 | 9.71768663075934 |
| 2010-10-01 | 9.90746480581030 |
| 2010-11-01 | 9.94599084611646 |
| 2010-12-01 | 9.86023907722831 |
| 2011-01-01 | 9.75083956712926 |
| 2011-02-01 | 9.85954434211260 |
| 2011-03-01 | 9.90102599349652 |
| 2011-04-01 | 9.78289732815758 |
| 2011-05-01 | 9.75774686880878 |
| 2011-06-01 | 10.04008633908610 |
| 2011-07-01 | 9.58527863487546 |
| 2011-08-01 | 9.75400029255903 |
| 2011-09-01 | 9.59985602913321 |
| 2011-10-01 | 9.55935755862296 |
| 2011-11-01 | 9.56898078851097 |
| 2011-12-01 | 9.48665200572206 |
| 2012-01-01 | 9.02345744118419 |
| 2012-02-01 | 10.06789375249690 |
| 2012-03-01 | 9.75912219979838 |
| 2012-04-01 | 9.88685208974159 |
| 2012-05-01 | 9.42933099889355 |
| 2012-06-01 | 9.68055735634316 |
| 2012-07-01 | 9.60305951571323 |
| 2012-08-01 | 9.63513427069344 |
| 2012-09-01 | 9.77466925716577 |
| 2012-10-01 | 9.75095164730393 |
| 2012-11-01 | 9.83396684365988 |
| 2012-12-01 | 10.14866508451520 |
| 2013-01-01 | 9.49192544405923 |
| 2013-02-01 | 9.73247513239865 |
| 2013-03-01 | 9.82294514744915 |
| 2013-04-01 | 9.72583525895072 |
| 2013-05-01 | 9.69783256585832 |
| 2013-06-01 | 9.68351222372379 |
| 2013-07-01 | 9.86014411499521 |
| 2013-08-01 | 9.74998669471601 |
| 2013-09-01 | 9.84587936882720 |
| 2013-10-01 | 9.85005909186777 |
| 2013-11-01 | 9.84205292815009 |
| 2013-12-01 | 9.94450829000174 |
| 2014-01-01 | 9.83854465493101 |
| 2014-02-01 | 9.94248978102839 |
| 2014-03-01 | 9.80944308880646 |
| 2014-04-01 | 9.94038287495778 |
| 2014-05-01 | 9.66206999508487 |
| 2014-06-01 | 9.92555804140106 |
| 2014-07-01 | 9.97619561293529 |
| 2014-08-01 | 10.10017892244590 |
| 2014-09-01 | 10.10231347641130 |
| 2014-10-01 | 10.03133605002900 |
| 2014-11-01 | 10.04079557679020 |
| 2014-12-01 | 10.15013496588940 |
| 2015-01-01 | 10.19298246895090 |
| 2015-02-01 | 9.95165813969119 |
| 2015-03-01 | 9.88392775005813 |
| 2015-04-01 | 10.06063053418400 |
| 2015-05-01 | 10.23416821731770 |
| 2015-06-01 | 10.15711466630790 |
| 2015-07-01 | 10.09969148320340 |
| 2015-08-01 | 9.94903240299809 |
| 2015-09-01 | 9.76525795300963 |
| 2015-10-01 | 9.93190467324211 |
| 2015-11-01 | 9.97588325472678 |
| 2015-12-01 | 10.00749662113730 |
| 2016-01-01 | 10.44731118388620 |
| 2016-02-01 | 10.04988348118510 |
| 2016-03-01 | 10.12327679493550 |
| 2016-04-01 | 10.08587141891500 |
| 2016-05-01 | 10.51162897728590 |
| 2016-06-01 | 10.14319512139470 |
| 2016-07-01 | 10.10405411921230 |
| 2016-08-01 | 10.16008067734360 |
| 2016-09-01 | 9.63116876311232 |
| 2016-10-01 | 10.00301991978430 |
| 2016-11-01 | 9.99993156384580 |
| 2016-12-01 | 9.99737954626166 |
| 2017-01-01 | 9.80973405592581 |
| 2017-02-01 | 9.87418445774710 |
| 2017-03-01 | 9.69820035740773 |
| 2017-04-01 | 9.64376251621460 |
| 2017-05-01 | 10.01480120375200 |
| 2017-06-01 | 9.65648066851407 |
| 2017-07-01 | 9.74305073921936 |
| 2017-08-01 | 9.62347015453068 |
| 2017-09-01 | 9.78538234044591 |
| 2017-10-01 | 9.71617268923464 |
| 2017-11-01 | 9.65577672095425 |
| 2017-12-01 | 9.63830835238660 |
| 2018-01-01 | 9.61113747964633 |
| 2018-02-01 | 9.71693409707435 |
| 2018-03-01 | 9.71444832487742 |
| 2018-04-01 | 9.75583356324336 |
| 2018-05-01 | 9.60391285439496 |
| 2018-06-01 | 9.63127403522062 |
| 2018-07-01 | 9.47216768155627 |
| 2018-08-01 | 9.57815688871425 |
| 2018-09-01 | 9.66583712651591 |
| 2018-10-01 | 9.62783583592857 |
| 2018-11-01 | 9.58322168102536 |
| 2018-12-01 | 9.66410975681480 |
| 2019-01-01 | 9.60192658989833 |
| 2019-02-01 | 9.76421038886208 |
| 2019-03-01 | 9.72476177877059 |
| 2019-04-01 | 9.78114541753517 |
| 2019-05-01 | 9.18225100831175 |
| 2019-06-01 | 9.59726837092130 |
| 2019-07-01 | 9.55691689563462 |
| 2019-08-01 | 9.64146154913554 |
| 2019-09-01 | 9.65851128204849 |
| 2019-10-01 | 9.83425525488107 |
| 2019-11-01 | 9.78356350472734 |
| 2019-12-01 | 9.49364615558543 |
| 2020-01-01 | 10.11940151540350 |
| 2020-02-01 | 9.83631633513217 |
| 2020-03-01 | 9.73363944777059 |
| 2020-04-01 | 8.00234167189228 |
| 2020-05-01 | 7.86102514510342 |
| 2020-06-01 | 8.59245200670467 |
| 2020-07-01 | 8.76677192529060 |
| 2020-08-01 | 8.88368513453126 |
| 2020-09-01 | 8.90907916357775 |
| 2020-10-01 | 8.88312110676596 |
| 2020-11-01 | 8.91161644151348 |
| 2020-12-01 | 8.08192589745762 |
| 2021-01-01 | 8.72425545713454 |
| 2021-02-01 | 8.60037466030152 |
| 2021-03-01 | 9.00094796853302 |
| 2021-04-01 | 8.94336326446414 |
| 2021-05-01 | 9.29378358448391 |
| 2021-06-01 | 9.36140739505036 |
| 2021-07-01 | 9.33650859938967 |
| 2021-08-01 | 9.21905771900528 |
| 2021-09-01 | 8.83772418203188 |
| 2021-10-01 | 9.02484719268717 |
| 2021-11-01 | 9.11408975132805 |
| 2021-12-01 | 9.18955457781195 |
| 2022-01-01 | 9.42592298815226 |
| 2022-02-01 | 9.21092565482083 |
| 2022-03-01 | 9.00414333502095 |
| 2022-04-01 | 9.25099601092198 |
| 2022-05-01 | 9.35636053899341 |
| 2022-06-01 | 9.18424493139183 |
| 2022-07-01 | 9.32173897867235 |
| 2022-08-01 | 9.33785495088783 |
| 2022-09-01 | 9.26542418545551 |
| 2022-10-01 | 9.25370416686359 |
| 2022-11-01 | 9.23182473120847 |
| 2022-12-01 | 9.25784525674487 |
| 2023-01-01 | 8.90545495000489 |
| 2023-02-01 | 9.12949201946464 |
| 2023-03-01 | 9.18594811441287 |
| 2023-04-01 | 9.16946378429759 |
| 2023-05-01 | 9.15290758496285 |
| 2023-06-01 | 9.39333079138837 |
| 2023-07-01 | 9.47347241532068 |
| 2023-08-01 | 9.22429028994976 |
| 2023-09-01 | 9.29872942866498 |
| 2023-10-01 | 9.27726823752583 |
| 2023-11-01 | 9.25107605404461 |
| 2023-12-01 | 9.33244866485991 |
| 2024-01-01 | 9.14923672837849 |
| 2024-02-01 | 9.20689404568700 |
| 2024-03-01 | 9.27668742076112 |
| 2024-04-01 | 9.25870099885572 |
| 2024-05-01 | 9.26905318784710 |
| 2024-06-01 | 9.15236629638882 |
| 2024-07-01 | 9.02965688272339 |
| 2024-08-01 | 9.11886859549238 |
| 2024-09-01 | 9.23532704511566 |
| 2024-10-01 | 9.09401964914923 |
| 2024-11-01 | 9.17248968422293 |
| 2024-12-01 | 9.22992719269779 |
| 2025-01-01 | 9.29646662793849 |
| 2025-02-01 | 9.07885060147560 |
| 2025-03-01 | 8.99851402902915 |
| 2025-04-01 | 9.06164607212120 |
| 2025-05-01 | 9.10256381455663 |
| 2025-06-01 | 9.17381058838484 |
| 2025-07-01 | 9.07558806373626 |
| 2025-08-01 | 9.24683232797182 |
| 2025-09-01 | 9.15189157935118 |
| 2025-10-01 | 9.36033525667964 |
| 2025-11-01 | 9.35262434774343 |
| 2025-12-01 | 9.32677960285663 |
| 2026-01-01 | 9.88744988547903 |
| 2026-02-01 | 9.61205409139674 |
| 2026-03-01 | 9.55170411959439 |
| 2026-04-01 | 9.51462889291378 |
| 2026-05-01 | 9.41670281086210 |
| 2026-06-01 | 9.41757923369899 |