Federal Reserve Economic Data

Table Data - All Employees: Government: State Government Educational Services in Pennsylvania

Title All Employees: Government: State Government Educational Services in Pennsylvania
Series ID SMU42000009092161101SA
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 2024-08-01
Last Updated 2024-09-21 5:09 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 48.269644393521794
1990-02-01 47.314323549751904
1990-03-01 47.610232563311300
1990-04-01 46.921516567893704
1990-05-01 47.647326189595496
1990-06-01 45.595991239380000
1990-07-01 46.334767614935700
1990-08-01 45.668387919329100
1990-09-01 47.829443164574500
1990-10-01 47.663465621043390
1990-11-01 47.665635405181206
1990-12-01 48.136188430059900
1991-01-01 48.803761854642104
1991-02-01 48.803898626744000
1991-03-01 48.852317350084110
1991-04-01 49.141134975528495
1991-05-01 49.393298510242005
1991-06-01 49.145797229947400
1991-07-01 48.907893711585906
1991-08-01 48.709560627157295
1991-09-01 49.243501919421206
1991-10-01 48.763837356143796
1991-11-01 48.739407126322900
1991-12-01 48.019797693095100
1992-01-01 47.206219617863290
1992-02-01 47.530964086342294
1992-03-01 47.615390845003700
1992-04-01 47.306335852522100
1992-05-01 46.643881509952900
1992-06-01 46.603910347349796
1992-07-01 46.570614097931994
1992-08-01 46.402331565997800
1992-09-01 45.763473119201900
1992-10-01 46.138483802488900
1992-11-01 46.194639566979504
1992-12-01 46.754842413585800
1993-01-01 47.502439486504790
1993-02-01 47.500363475138100
1993-03-01 47.040549566102000
1993-04-01 48.050587731707900
1993-05-01 47.745623690289200
1993-06-01 50.435332301355710
1993-07-01 49.969971831211100
1993-08-01 49.409954987021500
1993-09-01 48.940800347585200
1993-10-01 49.003677229583900
1993-11-01 49.081721493475800
1993-12-01 48.793774533356110
1994-01-01 46.107378115018300
1994-02-01 48.352953032594900
1994-03-01 48.597640410841400
1994-04-01 48.393333850245700
1994-05-01 48.174018479025605
1994-06-01 49.369413374121600
1994-07-01 47.922516760362500
1994-08-01 48.333247606490005
1994-09-01 47.915827675104890
1994-10-01 47.926036055196896
1994-11-01 48.257752705406800
1994-12-01 48.285284635923600
1995-01-01 46.589942671622104
1995-02-01 49.160225479834900
1995-03-01 48.884946255466005
1995-04-01 48.227213440121005
1995-05-01 49.177676317087600
1995-06-01 49.216845337290900
1995-07-01 49.496397604510800
1995-08-01 50.439646506407390
1995-09-01 48.042835815948706
1995-10-01 50.859964830296300
1995-11-01 50.626754797487200
1995-12-01 51.284624420328996
1996-01-01 43.172817467458490
1996-02-01 49.939331577722300
1996-03-01 50.484219965912800
1996-04-01 51.637380153090400
1996-05-01 50.582237794983996
1996-06-01 50.335738458008500
1996-07-01 50.840519202539700
1996-08-01 50.562384414705290
1996-09-01 50.092631752753000
1996-10-01 49.824542823153100
1996-11-01 49.702151496088800
1996-12-01 51.894949441438000
1997-01-01 49.760945203499900
1997-02-01 50.078081437186896
1997-03-01 50.145114781330000
1997-04-01 50.669539177081700
1997-05-01 50.689537712756400
1997-06-01 51.046401585454100
1997-07-01 50.852860756478606
1997-08-01 48.867233329907705
1997-09-01 51.357695729130896
1997-10-01 51.743550919659210
1997-11-01 51.446278722898290
1997-12-01 51.223293883384200
1998-01-01 51.519600597749300
1998-02-01 50.708425789441100
1998-03-01 50.551587000237400
1998-04-01 49.464402636687700
1998-05-01 50.062308956229400
1998-06-01 49.356732446229710
1998-07-01 49.916648085759000
1998-08-01 49.306791545751295
1998-09-01 51.242662915598096
1998-10-01 50.990266381447000
1998-11-01 51.865065939602790
1998-12-01 52.733705323688200
1999-01-01 51.057122532725710
1999-02-01 50.156506468617100
1999-03-01 50.567078736770500
1999-04-01 51.035194248097200
1999-05-01 51.079227881429400
1999-06-01 50.481256539506504
1999-07-01 50.276749133242205
1999-08-01 50.720050755557600
1999-09-01 50.507449715461400
1999-10-01 49.908191227799605
1999-11-01 50.419209055488004
1999-12-01 50.383970125049400
2000-01-01 53.900591029974000
2000-02-01 52.076031368847700
2000-03-01 51.691435671478700
2000-04-01 51.778604987766600
2000-05-01 52.186524817096010
2000-06-01 52.033329618962300
2000-07-01 52.128293156673790
2000-08-01 51.474697692720206
2000-09-01 52.359876288572906
2000-10-01 52.423687123574300
2000-11-01 51.932746478929300
2000-12-01 50.297257757950300
2001-01-01 53.031291795350000
2001-02-01 53.172509359617900
2001-03-01 52.794624974856700
2001-04-01 53.596301797679500
2001-05-01 55.256084157410400
2001-06-01 54.566537438584604
2001-07-01 54.889259686429604
2001-08-01 55.222336821729705
2001-09-01 54.447328554873900
2001-10-01 54.272870928111000
2001-11-01 53.720432868217600
2001-12-01 54.753954394687300
2002-01-01 55.153495573823500
2002-02-01 54.840490422956100
2002-03-01 54.989852867540290
2002-04-01 55.189761477391210
2002-05-01 53.142188740225400
2002-06-01 56.900751687529000
2002-07-01 54.965696281179800
2002-08-01 55.055025466318000
2002-09-01 56.093656328462900
2002-10-01 56.092526223388900
2002-11-01 56.657011324951500
2002-12-01 55.680123451644000
2003-01-01 53.512809087063104
2003-02-01 55.994211642870700
2003-03-01 56.430018529117000
2003-04-01 55.818638402315700
2003-05-01 55.216978823582600
2003-06-01 58.379379833557700
2003-07-01 56.256014560010300
2003-08-01 56.115657346659205
2003-09-01 55.334928164148700
2003-10-01 56.848789436686400
2003-11-01 55.975557547724600
2003-12-01 55.683213982930000
2004-01-01 55.176820405033205
2004-02-01 56.314226451249300
2004-03-01 56.402262799490394
2004-04-01 55.878260735950796
2004-05-01 58.815817553919295
2004-06-01 56.266900036589604
2004-07-01 55.703521912373894
2004-08-01 55.857427960232500
2004-09-01 56.512276026549210
2004-10-01 55.923802491870006
2004-11-01 56.798761179084800
2004-12-01 55.619612080143500
2005-01-01 57.231039158839394
2005-02-01 56.887932879978900
2005-03-01 56.805921372271996
2005-04-01 56.705900771497404
2005-05-01 55.004143157565600
2005-06-01 55.267936383348705
2005-07-01 55.090397181360295
2005-08-01 55.129793664281394
2005-09-01 54.668256727152700
2005-10-01 54.387401709991600
2005-11-01 54.092587089191000
2005-12-01 54.081464207130004
2006-01-01 51.574453644862395
2006-02-01 53.402436594229705
2006-03-01 53.105287779680900
2006-04-01 53.699317432390500
2006-05-01 56.176691073091300
2006-06-01 54.126551646377500
2006-07-01 54.313948206526796
2006-08-01 54.149606990329296
2006-09-01 52.681840334457290
2006-10-01 54.149289810537900
2006-11-01 54.487646667355700
2006-12-01 53.980288902134596
2007-01-01 54.006148829482605
2007-02-01 54.080725170266800
2007-03-01 54.238587087977200
2007-04-01 54.431249001515894
2007-05-01 55.387631194448005
2007-06-01 55.126803851972290
2007-07-01 54.608182046347890
2007-08-01 55.096703409186496
2007-09-01 53.672395900396790
2007-10-01 55.149401866497605
2007-11-01 54.540183968388010
2007-12-01 55.244522289040100
2008-01-01 55.489558321228100
2008-02-01 55.427366367677400
2008-03-01 55.704389184250710
2008-04-01 56.014234280437000
2008-05-01 54.287731050943100
2008-06-01 56.046250158734104
2008-07-01 56.557956882266900
2008-08-01 56.100766806628506
2008-09-01 58.150442643277394
2008-10-01 55.966396918142394
2008-11-01 56.243697225096900
2008-12-01 55.685722387592605
2009-01-01 56.919037226466706
2009-02-01 56.958483553827900
2009-03-01 56.711470306970504
2009-04-01 56.490627809109110
2009-05-01 54.840188852185000
2009-06-01 56.653567504621500
2009-07-01 57.130531985419594
2009-08-01 56.026392171984995
2009-09-01 59.021167010220005
2009-10-01 57.744335254967204
2009-11-01 57.706409463469804
2009-12-01 58.888288446490500
2010-01-01 52.763252376548100
2010-02-01 56.503522338817100
2010-03-01 57.111758087503700
2010-04-01 57.421236283564600
2010-05-01 55.766036358339100
2010-06-01 57.815585336719100
2010-07-01 58.239813520416895
2010-08-01 58.444226019297800
2010-09-01 58.192117667433000
2010-10-01 58.036134156749400
2010-11-01 58.295098845398904
2010-12-01 58.178277128871790
2011-01-01 57.934643943525400
2011-02-01 57.972932827399504
2011-03-01 57.559453500434800
2011-04-01 56.905004958242210
2011-05-01 55.560510625210700
2011-06-01 56.149011098202294
2011-07-01 55.601701368642104
2011-08-01 56.260767943674600
2011-09-01 56.040292328727500
2011-10-01 56.187973919522200
2011-11-01 55.686148145684000
2011-12-01 56.716825976212796
2012-01-01 52.020279772260400
2012-02-01 55.954347566991300
2012-03-01 56.431308488914700
2012-04-01 56.080283780295710
2012-05-01 59.957539167269200
2012-06-01 55.748518352018790
2012-07-01 55.935979430732200
2012-08-01 55.650469850377796
2012-09-01 56.330007187485400
2012-10-01 55.975502259066000
2012-11-01 55.983634197161210
2012-12-01 55.375264091382400
2013-01-01 55.106150082612710
2013-02-01 56.421866758747100
2013-03-01 54.959117315628700
2013-04-01 55.650362302503794
2013-05-01 63.034401398489294
2013-06-01 55.567303149367200
2013-07-01 55.753998515984605
2013-08-01 55.762194086848400
2013-09-01 56.033474777194500
2013-10-01 55.583055417109000
2013-11-01 56.073129202215900
2013-12-01 58.082665124833000
2014-01-01 57.445835869870390
2014-02-01 56.245626998602700
2014-03-01 55.584344408317700
2014-04-01 56.240456815509400
2014-05-01 56.260347021675210
2014-06-01 56.276529446837905
2014-07-01 55.704952100025100
2014-08-01 55.824840584013800
2014-09-01 55.836377151636400
2014-10-01 56.133757551147500
2014-11-01 55.992221257001300
2014-12-01 56.801068489601796
2015-01-01 55.254505691949205
2015-02-01 56.065386970538400
2015-03-01 55.642901018447600
2015-04-01 55.679703642802600
2015-05-01 55.379618660642900
2015-06-01 55.556278555213300
2015-07-01 55.358880967115205
2015-08-01 54.981740859673900
2015-09-01 55.069768329399395
2015-10-01 54.786446030164500
2015-11-01 54.815757555432100
2015-12-01 54.187745522917794
2016-01-01 55.193449738012106
2016-02-01 55.850069171888200
2016-03-01 55.783683646551700
2016-04-01 55.436577615183400
2016-05-01 54.955493163159000
2016-06-01 55.503550243337790
2016-07-01 55.473571443381200
2016-08-01 54.793234716542500
2016-09-01 55.056851074802196
2016-10-01 55.760915259189000
2016-11-01 55.792714967730795
2016-12-01 55.307626694317800
2017-01-01 53.813909129022800
2017-02-01 55.927544010463290
2017-03-01 55.859931378040294
2017-04-01 56.164883758093396
2017-05-01 59.669230457380510
2017-06-01 56.270113847549710
2017-07-01 56.303327719929290
2017-08-01 54.170164523626500
2017-09-01 55.323269834079000
2017-10-01 55.412273938100900
2017-11-01 55.583206993562500
2017-12-01 55.414644124212800
2018-01-01 55.596630058496710
2018-02-01 55.558227641003290
2018-03-01 56.144603627982290
2018-04-01 55.509626450963204
2018-05-01 57.108164526059000
2018-06-01 55.238077174808595
2018-07-01 54.928382720768500
2018-08-01 56.460313397404210
2018-09-01 56.596200586962990
2018-10-01 56.438669192065800
2018-11-01 56.525064609903600
2018-12-01 56.888722331936290
2019-01-01 56.405148948422500
2019-02-01 56.542101681376400
2019-03-01 56.719163487957104
2019-04-01 56.207797747892800
2019-05-01 55.911638365935900
2019-06-01 55.376307720961400
2019-07-01 54.936166305860990
2019-08-01 56.077731970577900
2019-09-01 56.202996791929600
2019-10-01 56.599523825358400
2019-11-01 56.913767940777400
2019-12-01 56.396241719514705
2020-01-01 60.463003255066300
2020-02-01 57.815514182681106
2020-03-01 56.960516486137600
2020-04-01 53.490073770046390
2020-05-01 52.076235884033004
2020-06-01 51.632710727128300
2020-07-01 51.073411728895294
2020-08-01 50.713980956120200
2020-09-01 47.943715662128604
2020-10-01 46.910829821591605
2020-11-01 46.423671279801795
2020-12-01 44.794465960934710
2021-01-01 48.433282239009294
2021-02-01 46.243988497775895
2021-03-01 47.956481533503100
2021-04-01 46.699734906794600
2021-05-01 48.557783908003300
2021-06-01 51.333738424524796
2021-07-01 50.340474108588600
2021-08-01 49.963895025554900
2021-09-01 49.056939358529206
2021-10-01 49.012853277475300
2021-11-01 48.911650798690005
2021-12-01 48.246320701985596
2022-01-01 49.145724649884606
2022-02-01 48.797254937559790
2022-03-01 48.802438405893604
2022-04-01 48.763154438769206
2022-05-01 48.727617086471795
2022-06-01 50.762121549199500
2022-07-01 50.204110305153210
2022-08-01 49.437514154124610
2022-09-01 49.656625806234395
2022-10-01 49.886960074888705
2022-11-01 50.231069354047900
2022-12-01 50.785468129540206
2023-01-01 50.447314026745610
2023-02-01 50.720825030689600
2023-03-01 50.380779223107500
2023-04-01 50.489583644508400
2023-05-01 43.411585747273400
2023-06-01 51.258761328702000
2023-07-01 50.608614363608500
2023-08-01 53.018659496218900
2023-09-01 50.487930980974504
2023-10-01 50.585738136792000
2023-11-01 50.673487678916600
2023-12-01 51.603664963670795
2024-01-01 50.970501083623105
2024-02-01 51.289909046935996
2024-03-01 51.070782768859610
2024-04-01 51.047793081374500
2024-05-01 51.763301612507800
2024-06-01 51.085452580103600
2024-07-01 50.760477698921390
2024-08-01 51.267954043409205

Subscribe to the FRED newsletter


Follow us

Back to Top