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 2026-07-01 |
| Last Updated | 2026-08-21 6:43 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 | 7.17903900455129 |
| 1990-02-01 | 6.77130295100051 |
| 1990-03-01 | 6.72312568454856 |
| 1990-04-01 | 6.81256699398473 |
| 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 | 7.10250163541595 |
| 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 | 7.25544119895001 |
| 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 | 7.76793724654810 |
| 1994-01-01 | 7.81910406391314 |
| 1994-02-01 | 7.84878365937088 |
| 1994-03-01 | 7.91350453327407 |
| 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 | 8.64654778659780 |
| 1995-06-01 | 8.32712288720753 |
| 1995-07-01 | 8.39517667305744 |
| 1995-08-01 | 8.36127147198964 |
| 1995-09-01 | 8.44860469019607 |
| 1995-10-01 | 8.50778081208431 |
| 1995-11-01 | 8.62601210041217 |
| 1995-12-01 | 8.61149367612395 |
| 1996-01-01 | 8.57959839653735 |
| 1996-02-01 | 8.56033378634786 |
| 1996-03-01 | 8.62252992193129 |
| 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 | 8.79792532591940 |
| 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 | 8.72438001489908 |
| 1999-01-01 | 8.52359531980127 |
| 1999-02-01 | 8.67524779725688 |
| 1999-03-01 | 8.75413607844653 |
| 1999-04-01 | 8.78788277706537 |
| 1999-05-01 | 8.61368743156162 |
| 1999-06-01 | 8.47242177961827 |
| 1999-07-01 | 8.73602112348700 |
| 1999-08-01 | 8.70199428232720 |
| 1999-09-01 | 8.42968219801276 |
| 1999-10-01 | 8.72565835773731 |
| 1999-11-01 | 8.78020533534873 |
| 1999-12-01 | 8.74028599490621 |
| 2000-01-01 | 8.75240711042404 |
| 2000-02-01 | 8.70289466239446 |
| 2000-03-01 | 8.64313270669927 |
| 2000-04-01 | 8.70053708413367 |
| 2000-05-01 | 8.74757542123549 |
| 2000-06-01 | 8.85351657197786 |
| 2000-07-01 | 8.77089970350799 |
| 2000-08-01 | 8.83761773556966 |
| 2000-09-01 | 8.92558791031939 |
| 2000-10-01 | 8.81266164629612 |
| 2000-11-01 | 8.86693925792891 |
| 2000-12-01 | 8.93781089905142 |
| 2001-01-01 | 8.52741431476378 |
| 2001-02-01 | 8.93259202739504 |
| 2001-03-01 | 8.80637043353543 |
| 2001-04-01 | 8.79713936129551 |
| 2001-05-01 | 8.66227693948839 |
| 2001-06-01 | 8.77109886758488 |
| 2001-07-01 | 8.81124613330749 |
| 2001-08-01 | 8.88125966172878 |
| 2001-09-01 | 8.77578193587600 |
| 2001-10-01 | 8.72020884952518 |
| 2001-11-01 | 8.69028637422492 |
| 2001-12-01 | 8.66787779598652 |
| 2002-01-01 | 8.29026246433756 |
| 2002-02-01 | 8.70266256470369 |
| 2002-03-01 | 8.79138089062181 |
| 2002-04-01 | 8.80741062395725 |
| 2002-05-01 | 8.86202257080108 |
| 2002-06-01 | 8.79719968195436 |
| 2002-07-01 | 8.85373667593739 |
| 2002-08-01 | 8.93771889344684 |
| 2002-09-01 | 8.94649379016184 |
| 2002-10-01 | 8.97782023907330 |
| 2002-11-01 | 8.97062242554900 |
| 2002-12-01 | 8.85976544044020 |
| 2003-01-01 | 9.25229745689090 |
| 2003-02-01 | 9.12278915553615 |
| 2003-03-01 | 9.13390208989840 |
| 2003-04-01 | 8.98488383431901 |
| 2003-05-01 | 9.14434583637073 |
| 2003-06-01 | 9.19165047714601 |
| 2003-07-01 | 9.15395181091092 |
| 2003-08-01 | 9.12062641708315 |
| 2003-09-01 | 9.00187167818479 |
| 2003-10-01 | 9.22912604814211 |
| 2003-11-01 | 9.24132181940087 |
| 2003-12-01 | 9.35185949781546 |
| 2004-01-01 | 9.24158344465196 |
| 2004-02-01 | 8.98990557267281 |
| 2004-03-01 | 9.02623441418914 |
| 2004-04-01 | 9.15792435879701 |
| 2004-05-01 | 9.15064113052935 |
| 2004-06-01 | 8.98355680823700 |
| 2004-07-01 | 9.08159451529033 |
| 2004-08-01 | 8.91207984945267 |
| 2004-09-01 | 8.82877281081855 |
| 2004-10-01 | 9.03184839560569 |
| 2004-11-01 | 9.16509769940965 |
| 2004-12-01 | 9.21661926053828 |
| 2005-01-01 | 9.12234664290225 |
| 2005-02-01 | 9.04628671776136 |
| 2005-03-01 | 9.01982194966543 |
| 2005-04-01 | 8.95575000857791 |
| 2005-05-01 | 8.88292810356039 |
| 2005-06-01 | 9.02136474709550 |
| 2005-07-01 | 8.85943849901922 |
| 2005-08-01 | 8.79375737896142 |
| 2005-09-01 | 8.73674394824904 |
| 2005-10-01 | 8.85011239528876 |
| 2005-11-01 | 8.63648937467858 |
| 2005-12-01 | 8.92891296563425 |
| 2006-01-01 | 8.78499872253179 |
| 2006-02-01 | 9.10403782270787 |
| 2006-03-01 | 8.92094752590257 |
| 2006-04-01 | 8.84784896318039 |
| 2006-05-01 | 8.94273158263430 |
| 2006-06-01 | 8.56879999780513 |
| 2006-07-01 | 8.60284270415103 |
| 2006-08-01 | 8.75934368082119 |
| 2006-09-01 | 8.83735586111367 |
| 2006-10-01 | 8.85395367251392 |
| 2006-11-01 | 9.01371660085511 |
| 2006-12-01 | 8.75589722954760 |
| 2007-01-01 | 8.77996206185389 |
| 2007-02-01 | 8.79672419503330 |
| 2007-03-01 | 8.90665315674030 |
| 2007-04-01 | 9.00618779648921 |
| 2007-05-01 | 9.10722250594872 |
| 2007-06-01 | 9.19388852874879 |
| 2007-07-01 | 8.93907930931760 |
| 2007-08-01 | 8.58662563965670 |
| 2007-09-01 | 9.15140208429366 |
| 2007-10-01 | 9.04327415443132 |
| 2007-11-01 | 8.91945741755633 |
| 2007-12-01 | 8.68588255903443 |
| 2008-01-01 | 9.54723253542315 |
| 2008-02-01 | 9.04715512801821 |
| 2008-03-01 | 8.97146257010262 |
| 2008-04-01 | 9.08821199961739 |
| 2008-05-01 | 8.77140551267216 |
| 2008-06-01 | 8.95463061137539 |
| 2008-07-01 | 9.26896488342752 |
| 2008-08-01 | 9.28420308490510 |
| 2008-09-01 | 9.78267873520568 |
| 2008-10-01 | 9.23870800473021 |
| 2008-11-01 | 9.27311340801067 |
| 2008-12-01 | 9.16443308668659 |
| 2009-01-01 | 9.56722799183619 |
| 2009-02-01 | 9.39763455978041 |
| 2009-03-01 | 9.48020006641789 |
| 2009-04-01 | 9.42896828264672 |
| 2009-05-01 | 9.01945772325888 |
| 2009-06-01 | 9.43693804121368 |
| 2009-07-01 | 9.59833156292993 |
| 2009-08-01 | 9.62913604190644 |
| 2009-09-01 | 9.64428211912026 |
| 2009-10-01 | 9.52958768169492 |
| 2009-11-01 | 9.51474864996458 |
| 2009-12-01 | 9.39925828127074 |
| 2010-01-01 | 9.59691477476406 |
| 2010-02-01 | 9.67606455912860 |
| 2010-03-01 | 9.63359987980458 |
| 2010-04-01 | 9.69310787944066 |
| 2010-05-01 | 9.75404896140020 |
| 2010-06-01 | 9.91225608968830 |
| 2010-07-01 | 9.94847822517661 |
| 2010-08-01 | 9.74475719315188 |
| 2010-09-01 | 9.71768687673849 |
| 2010-10-01 | 9.90746500071813 |
| 2010-11-01 | 9.94599094232038 |
| 2010-12-01 | 9.86023906696599 |
| 2011-01-01 | 9.75083930003835 |
| 2011-02-01 | 9.85954416492182 |
| 2011-03-01 | 9.90102571638447 |
| 2011-04-01 | 9.78289684426154 |
| 2011-05-01 | 9.75774658580143 |
| 2011-06-01 | 10.04008625911600 |
| 2011-07-01 | 9.58527901130946 |
| 2011-08-01 | 9.75400103819907 |
| 2011-09-01 | 9.59985687405061 |
| 2011-10-01 | 9.55935826565205 |
| 2011-11-01 | 9.56898126084623 |
| 2011-12-01 | 9.48665218708810 |
| 2012-01-01 | 9.02345482150363 |
| 2012-02-01 | 10.06789348769110 |
| 2012-03-01 | 9.75912284589563 |
| 2012-04-01 | 9.88685117059603 |
| 2012-05-01 | 9.42932945382106 |
| 2012-06-01 | 9.68055690577980 |
| 2012-07-01 | 9.60305952371628 |
| 2012-08-01 | 9.63513460436692 |
| 2012-09-01 | 9.77467577909515 |
| 2012-10-01 | 9.75095194805873 |
| 2012-11-01 | 9.83396704629318 |
| 2012-12-01 | 10.14866518732210 |
| 2013-01-01 | 9.49191822594610 |
| 2013-02-01 | 9.73247525145973 |
| 2013-03-01 | 9.82294722651434 |
| 2013-04-01 | 9.72583415808720 |
| 2013-05-01 | 9.69783019399599 |
| 2013-06-01 | 9.68351063835506 |
| 2013-07-01 | 9.86014252879337 |
| 2013-08-01 | 9.74998528010921 |
| 2013-09-01 | 9.84589487046100 |
| 2013-10-01 | 9.85005833374573 |
| 2013-11-01 | 9.84205264623697 |
| 2013-12-01 | 9.94450833484357 |
| 2014-01-01 | 9.83853264075943 |
| 2014-02-01 | 9.94248988201285 |
| 2014-03-01 | 9.80944557064512 |
| 2014-04-01 | 9.94037992854253 |
| 2014-05-01 | 9.66206797858148 |
| 2014-06-01 | 9.92555458068633 |
| 2014-07-01 | 9.97619439201254 |
| 2014-08-01 | 10.10018006552970 |
| 2014-09-01 | 10.10234327550470 |
| 2014-10-01 | 10.03133635328580 |
| 2014-11-01 | 10.04079253019300 |
| 2014-12-01 | 10.15012827667040 |
| 2015-01-01 | 10.19295977011850 |
| 2015-02-01 | 9.95165163906431 |
| 2015-03-01 | 9.88392705971849 |
| 2015-04-01 | 10.06062975775660 |
| 2015-05-01 | 10.23417797449960 |
| 2015-06-01 | 10.15712431645390 |
| 2015-07-01 | 10.09967023585720 |
| 2015-08-01 | 9.94905239190657 |
| 2015-09-01 | 9.76530448169336 |
| 2015-10-01 | 9.93190807356632 |
| 2015-11-01 | 9.97587162463270 |
| 2015-12-01 | 10.00747318167000 |
| 2016-01-01 | 10.44726849420540 |
| 2016-02-01 | 10.04986219251540 |
| 2016-03-01 | 10.12326977822910 |
| 2016-04-01 | 10.08587360435540 |
| 2016-05-01 | 10.51165734257260 |
| 2016-06-01 | 10.14321653611220 |
| 2016-07-01 | 10.10402003610140 |
| 2016-08-01 | 10.16013569939230 |
| 2016-09-01 | 9.63124480140945 |
| 2016-10-01 | 10.00305642732570 |
| 2016-11-01 | 9.99995950178738 |
| 2016-12-01 | 9.99735191260135 |
| 2017-01-01 | 9.80934813144756 |
| 2017-02-01 | 9.87421587503391 |
| 2017-03-01 | 9.69823580085582 |
| 2017-04-01 | 9.64379755357028 |
| 2017-05-01 | 10.01486410112130 |
| 2017-06-01 | 9.65653339742277 |
| 2017-07-01 | 9.74303318780121 |
| 2017-08-01 | 9.62358069537109 |
| 2017-09-01 | 9.78550264684258 |
| 2017-10-01 | 9.71623807221590 |
| 2017-11-01 | 9.65579733325061 |
| 2017-12-01 | 9.63818852345602 |
| 2018-01-01 | 9.61029971884585 |
| 2018-02-01 | 9.71726320469999 |
| 2018-03-01 | 9.71443333660453 |
| 2018-04-01 | 9.75585547920978 |
| 2018-05-01 | 9.60399679069730 |
| 2018-06-01 | 9.63136480334351 |
| 2018-07-01 | 9.47222513533304 |
| 2018-08-01 | 9.57837198568617 |
| 2018-09-01 | 9.66603591006290 |
| 2018-10-01 | 9.62799607685903 |
| 2018-11-01 | 9.58333069910567 |
| 2018-12-01 | 9.66401606078939 |
| 2019-01-01 | 9.59979391539072 |
| 2019-02-01 | 9.76494378912458 |
| 2019-03-01 | 9.72485648503940 |
| 2019-04-01 | 9.78119749745342 |
| 2019-05-01 | 9.18238017034048 |
| 2019-06-01 | 9.59744014880643 |
| 2019-07-01 | 9.55708883268016 |
| 2019-08-01 | 9.64181349162183 |
| 2019-09-01 | 9.65881711508643 |
| 2019-10-01 | 9.83454420510944 |
| 2019-11-01 | 9.78379872139536 |
| 2019-12-01 | 9.49367822767992 |
| 2020-01-01 | 10.11531949548290 |
| 2020-02-01 | 9.83750059645481 |
| 2020-03-01 | 9.73386917645647 |
| 2020-04-01 | 8.00239892224324 |
| 2020-05-01 | 7.86112668392370 |
| 2020-06-01 | 8.59258150522500 |
| 2020-07-01 | 8.76763363945888 |
| 2020-08-01 | 8.88399648380244 |
| 2020-09-01 | 8.90937192189489 |
| 2020-10-01 | 8.88345366391170 |
| 2020-11-01 | 8.91195687616163 |
| 2020-12-01 | 8.08210359077671 |
| 2021-01-01 | 8.71925298654131 |
| 2021-02-01 | 8.60154731250936 |
| 2021-03-01 | 9.00132989683578 |
| 2021-04-01 | 8.94344848120121 |
| 2021-05-01 | 9.29386764802979 |
| 2021-06-01 | 9.36149698905948 |
| 2021-07-01 | 9.33856235058695 |
| 2021-08-01 | 9.21939128015274 |
| 2021-09-01 | 8.83806325658128 |
| 2021-10-01 | 9.02522749429156 |
| 2021-11-01 | 9.11442968178931 |
| 2021-12-01 | 9.18973056154314 |
| 2022-01-01 | 9.41935576603279 |
| 2022-02-01 | 9.21207596712639 |
| 2022-03-01 | 9.00445957545304 |
| 2022-04-01 | 9.25108580543409 |
| 2022-05-01 | 9.35652607827559 |
| 2022-06-01 | 9.18446589779188 |
| 2022-07-01 | 9.32516183086879 |
| 2022-08-01 | 9.33847220664948 |
| 2022-09-01 | 9.26599754068613 |
| 2022-10-01 | 9.25403387733074 |
| 2022-11-01 | 9.23172915921355 |
| 2022-12-01 | 9.25815919880615 |
| 2023-01-01 | 8.89866951694211 |
| 2023-02-01 | 9.12957351522124 |
| 2023-03-01 | 9.18590932927001 |
| 2023-04-01 | 9.16962485847674 |
| 2023-05-01 | 9.15353338753107 |
| 2023-06-01 | 9.39431529160728 |
| 2023-07-01 | 9.47830493369311 |
| 2023-08-01 | 9.22597288219989 |
| 2023-09-01 | 9.30015987848202 |
| 2023-10-01 | 9.27762331323425 |
| 2023-11-01 | 9.24989027677081 |
| 2023-12-01 | 9.33159210475110 |
| 2024-01-01 | 9.14237260357791 |
| 2024-02-01 | 9.20431187729466 |
| 2024-03-01 | 9.27523399791475 |
| 2024-04-01 | 9.25889665594758 |
| 2024-05-01 | 9.27115290222737 |
| 2024-06-01 | 9.15622090875498 |
| 2024-07-01 | 9.03729493182106 |
| 2024-08-01 | 9.12153851822450 |
| 2024-09-01 | 9.23738345380954 |
| 2024-10-01 | 9.09397843601721 |
| 2024-11-01 | 9.16963627922074 |
| 2024-12-01 | 9.22741507082106 |
| 2025-01-01 | 9.29021632751180 |
| 2025-02-01 | 9.07295492107026 |
| 2025-03-01 | 8.99519195461905 |
| 2025-04-01 | 9.06159727688736 |
| 2025-05-01 | 9.10608433284723 |
| 2025-06-01 | 9.18093101578789 |
| 2025-07-01 | 9.08970347534781 |
| 2025-08-01 | 9.25032438963609 |
| 2025-09-01 | 9.15430953111397 |
| 2025-10-01 | 9.35966072927108 |
| 2025-11-01 | 9.34780667376967 |
| 2025-12-01 | 9.32173391746193 |
| 2026-01-01 | 9.88140578705112 |
| 2026-02-01 | 9.60270791857524 |
| 2026-03-01 | 9.54617335100235 |
| 2026-04-01 | 9.51436806128660 |
| 2026-05-01 | 9.42196748939859 |
| 2026-06-01 | 9.42849709823883 |
| 2026-07-01 | 9.49244028641444 |