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 2024-11-01
Last Updated 2024-12-21 5:18 AM CST
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 48.269458323184395
1990-02-01 47.314147537723600
1990-03-01 47.610387465148900
1990-04-01 46.921345166341200
1990-05-01 47.647872469495600
1990-06-01 45.596084948097500
1990-07-01 46.334530951966200
1990-08-01 45.668663483086206
1990-09-01 47.829772619729994
1990-10-01 47.663348842885000
1990-11-01 47.665484027110100
1990-12-01 48.135995913213400
1991-01-01 48.803302753446395
1991-02-01 48.803719343935300
1991-03-01 48.852537686524705
1991-04-01 49.140957679835610
1991-05-01 49.393866657370100
1991-06-01 49.145880909683600
1991-07-01 48.907697385507600
1991-08-01 48.709872101598800
1991-09-01 49.243867597072104
1991-10-01 48.763805796565400
1991-11-01 48.739336409674300
1991-12-01 48.019679323023205
1992-01-01 47.205167456083004
1992-02-01 47.530804735229594
1992-03-01 47.615710619420100
1992-04-01 47.306200787706200
1992-05-01 46.644434206731795
1992-06-01 46.603995439019100
1992-07-01 46.570529363087700
1992-08-01 46.402709129498700
1992-09-01 45.763843851193600
1992-10-01 46.138673880789796
1992-11-01 46.194846240036300
1992-12-01 46.755041721667006
1993-01-01 47.499785486983300
1993-02-01 47.500526171349790
1993-03-01 47.041125238040600
1993-04-01 48.050306168562700
1993-05-01 47.746232525116300
1993-06-01 50.435523314804200
1993-07-01 49.970054651061204
1993-08-01 49.410400266207105
1993-09-01 48.941173934047700
1993-10-01 49.004039928980290
1993-11-01 49.082131791684400
1993-12-01 48.794341146157900
1994-01-01 46.103306414462790
1994-02-01 48.353348139610300
1994-03-01 48.598437420052100
1994-04-01 48.392857573146100
1994-05-01 48.174710245903100
1994-06-01 49.369713099469100
1994-07-01 47.922727183232600
1994-08-01 48.333733576222100
1994-09-01 47.916184572425610
1994-10-01 47.926532081015395
1994-11-01 48.258336476578210
1994-12-01 48.286204054435610
1995-01-01 46.584806827598400
1995-02-01 49.160872837217100
1995-03-01 48.885838407965004
1995-04-01 48.226555799261100
1995-05-01 49.178414343683000
1995-06-01 49.217274561675100
1995-07-01 49.496708460554200
1995-08-01 50.440038609693100
1995-09-01 48.043164857192710
1995-10-01 50.860400844126100
1995-11-01 50.627358019775706
1995-12-01 51.285697138797595
1996-01-01 43.167880527403405
1996-02-01 49.939967738159000
1996-03-01 50.484943571092394
1996-04-01 51.636733608395005
1996-05-01 50.582868884159700
1996-06-01 50.336180493500390
1996-07-01 50.840845090319704
1996-08-01 50.562624763877100
1996-09-01 50.092870848613900
1996-10-01 49.824875036848900
1996-11-01 49.702760088559890
1996-12-01 51.896192882471894
1997-01-01 49.756570618847200
1997-02-01 50.078731673091205
1997-03-01 50.145677806602500
1997-04-01 50.668887012488604
1997-05-01 50.690028355398700
1997-06-01 51.046824532587394
1997-07-01 50.853162938843300
1997-08-01 48.867239676285294
1997-09-01 51.357809798489290
1997-10-01 51.743672786388700
1997-11-01 51.446712131078700
1997-12-01 51.224503145793290
1998-01-01 51.516802682501400
1998-02-01 50.708786031281500
1998-03-01 50.551851910166400
1998-04-01 49.463902890668600
1998-05-01 50.062592018295500
1998-06-01 49.357012654904700
1998-07-01 49.916832042770096
1998-08-01 49.306653288972400
1998-09-01 51.242685650016300
1998-10-01 50.990254374781800
1998-11-01 51.865315121358000
1998-12-01 52.734770199878700
1999-01-01 51.055749411846506
1999-02-01 50.156636580927300
1999-03-01 50.567117651168790
1999-04-01 51.034884921661500
1999-05-01 51.079304776694300
1999-06-01 50.481392674193295
1999-07-01 50.276834753773200
1999-08-01 50.719807434690600
1999-09-01 50.507423652749610
1999-10-01 49.908094137150300
1999-11-01 50.419324865238900
1999-12-01 50.384792549856500
2000-01-01 53.900351368398500
2000-02-01 52.075971964113904
2000-03-01 51.691281307723706
2000-04-01 51.778509705953800
2000-05-01 52.186408207365600
2000-06-01 52.033320333794500
2000-07-01 52.128292886789700
2000-08-01 51.474511517396710
2000-09-01 52.359843420810000
2000-10-01 52.423627250464200
2000-11-01 51.932827444881895
2000-12-01 50.297953750064400
2001-01-01 53.031177937971790
2001-02-01 53.172507491500504
2001-03-01 52.794532938460996
2001-04-01 53.596221899645700
2001-05-01 55.255914496105900
2001-06-01 54.566492334940100
2001-07-01 54.889233040972700
2001-08-01 55.222229545522900
2001-09-01 54.447306481148500
2001-10-01 54.272840600982896
2001-11-01 53.720460089976600
2001-12-01 54.754476990985400
2002-01-01 55.153455538351494
2002-02-01 54.840502518044500
2002-03-01 54.989808532683895
2002-04-01 55.189712980757800
2002-05-01 53.141941531989296
2002-06-01 56.900714651176900
2002-07-01 54.965680694398300
2002-08-01 55.055019985999400
2002-09-01 56.093664417337800
2002-10-01 56.092536285780106
2002-11-01 56.656985352886494
2002-12-01 55.680422402188604
2003-01-01 53.512840598395700
2003-02-01 55.994226311557100
2003-03-01 56.430018378980290
2003-04-01 55.818628692835700
2003-05-01 55.216648698460205
2003-06-01 58.379370881919100
2003-07-01 56.256025322431000
2003-08-01 56.115676560500795
2003-09-01 55.334962271400500
2003-10-01 56.848818689845800
2003-11-01 55.975567386304796
2003-12-01 55.683355196021395
2004-01-01 55.176888297742300
2004-02-01 56.314262803449790
2004-03-01 56.402282186782890
2004-04-01 55.878265172341700
2004-05-01 58.815412583494300
2004-06-01 56.266888772006105
2004-07-01 55.703515560732100
2004-08-01 55.857424594567390
2004-09-01 56.512411240335105
2004-10-01 55.923821524882605
2004-11-01 56.798796836168390
2004-12-01 55.619733697536600
2005-01-01 57.231149325092495
2005-02-01 56.887998094498904
2005-03-01 56.805957647623200
2005-04-01 56.705904939684400
2005-05-01 55.003597532395000
2005-06-01 55.267890582023300
2005-07-01 55.090335760012890
2005-08-01 55.129732208606210
2005-09-01 54.668484651241600
2005-10-01 54.387420508359206
2005-11-01 54.092690239067790
2005-12-01 54.081675598230700
2006-01-01 51.574664183734996
2006-02-01 53.402576940475290
2006-03-01 53.105353492866790
2006-04-01 53.699308334657200
2006-05-01 56.175831962084104
2006-06-01 54.126429491963606
2006-07-01 54.313759922275710
2006-08-01 54.149590057050894
2006-09-01 52.682090994796894
2006-10-01 54.149147336534796
2006-11-01 54.487589170615394
2006-12-01 53.981133259431800
2007-01-01 54.006960750761900
2007-02-01 54.080737707832900
2007-03-01 54.238538533640394
2007-04-01 54.431135981363894
2007-05-01 55.386194818784200
2007-06-01 55.126577445423610
2007-07-01 54.607890577229796
2007-08-01 55.096781829262000
2007-09-01 53.672607647477400
2007-10-01 55.149151386766400
2007-11-01 54.540033543716600
2007-12-01 55.246081314470000
2008-01-01 55.491038959438600
2008-02-01 55.427342748391000
2008-03-01 55.704339160840300
2008-04-01 56.014150513438500
2008-05-01 54.284838304320004
2008-06-01 56.046062204031706
2008-07-01 56.557691596646200
2008-08-01 56.101042595670800
2008-09-01 58.150670176940400
2008-10-01 55.966085642309890
2008-11-01 56.243474683389700
2008-12-01 55.687996924263100
2009-01-01 56.921130720025500
2009-02-01 56.958448732107900
2009-03-01 56.711475575907400
2009-04-01 56.490654299637000
2009-05-01 54.835371647387895
2009-06-01 56.653542731913900
2009-07-01 57.130461380798295
2009-08-01 56.026863725047704
2009-09-01 59.021452048266710
2009-10-01 57.744199342795200
2009-11-01 57.706364705092200
2009-12-01 58.890746933919790
2010-01-01 52.765462671099000
2010-02-01 56.503665770268100
2010-03-01 57.112002451340295
2010-04-01 57.421528606188204
2010-05-01 55.759198558318500
2010-06-01 57.815850639686296
2010-07-01 58.240026674581394
2010-08-01 58.444953523567200
2010-09-01 58.192476933612700
2010-10-01 58.036196598546000
2010-11-01 58.295125794460000
2010-12-01 58.180738873456000
2011-01-01 57.936783050787795
2011-02-01 57.973038884546500
2011-03-01 57.559929800184200
2011-04-01 56.905368345847500
2011-05-01 55.552807311100395
2011-06-01 56.149439424555290
2011-07-01 55.602145457577400
2011-08-01 56.261568388561790
2011-09-01 56.040748763893900
2011-10-01 56.188351729281390
2011-11-01 55.686406172781400
2011-12-01 56.718725673058200
2012-01-01 52.021788860273105
2012-02-01 55.954544967163100
2012-03-01 56.432086449373294
2012-04-01 56.080739718878604
2012-05-01 59.949969548517196
2012-06-01 55.749086753941796
2012-07-01 55.936575129622604
2012-08-01 55.651205706321896
2012-09-01 56.330488979829596
2012-10-01 55.975969030342000
2012-11-01 55.983848031448794
2012-12-01 55.376400554824600
2013-01-01 55.106973805692704
2013-02-01 56.422296931980600
2013-03-01 54.960365174787600
2013-04-01 55.650987725676900
2013-05-01 63.028449681561900
2013-06-01 55.567672037299005
2013-07-01 55.754253885019700
2013-08-01 55.762338652373710
2013-09-01 56.033555618890496
2013-10-01 55.583287956583700
2013-11-01 56.073142849709800
2013-12-01 58.083048626379300
2014-01-01 57.446468070635300
2014-02-01 56.246810400131295
2014-03-01 55.586498223161110
2014-04-01 56.241737861616000
2014-05-01 56.256397456331996
2014-06-01 56.276348841891604
2014-07-01 55.704186700283095
2014-08-01 55.823649573247096
2014-09-01 55.835632484219800
2014-10-01 56.133628363814005
2014-11-01 55.991682460656390
2014-12-01 56.800869687165200
2015-01-01 55.255475047203400
2015-02-01 56.066855177197600
2015-03-01 55.645170539011100
2015-04-01 55.681293578093900
2015-05-01 55.395597364351204
2015-06-01 55.544065882614100
2015-07-01 55.345016705372400
2015-08-01 54.982093284701000
2015-09-01 55.070512945801894
2015-10-01 54.787321458603000
2015-11-01 54.815969994797000
2015-12-01 54.188183347625106
2016-01-01 55.195267875038300
2016-02-01 55.851983966763200
2016-03-01 55.785853961109890
2016-04-01 55.438134511657710
2016-05-01 54.989549879578600
2016-06-01 55.478471618595900
2016-07-01 55.445880779245500
2016-08-01 54.794794679600600
2016-09-01 55.059331125860900
2016-10-01 55.763697082214000
2016-11-01 55.795083668304210
2016-12-01 55.310421287326200
2017-01-01 53.817920944669300
2017-02-01 55.930459592758204
2017-03-01 55.860942571518000
2017-04-01 56.166812033411000
2017-05-01 59.718004587290200
2017-06-01 56.228869662840790
2017-07-01 56.258639420284700
2017-08-01 54.170470753665290
2017-09-01 55.336432974406700
2017-10-01 55.416073564906505
2017-11-01 55.588563716918706
2017-12-01 55.422569022420100
2018-01-01 55.606299859554010
2018-02-01 55.566923465909994
2018-03-01 56.150370938810300
2018-04-01 55.494998115237890
2018-05-01 57.158833791857600
2018-06-01 55.177706392125700
2018-07-01 54.879151937089600
2018-08-01 56.460617977816604
2018-09-01 56.621786332586005
2018-10-01 56.445307968955206
2018-11-01 56.534138706528200
2018-12-01 56.902534329045600
2019-01-01 56.421417628521300
2019-02-01 56.556790870871104
2019-03-01 56.731187168233205
2019-04-01 56.181316275143900
2019-05-01 55.973794722337500
2019-06-01 55.242689136381100
2019-07-01 54.897029606023700
2019-08-01 56.091288582046790
2019-09-01 56.250232684973500
2019-10-01 56.614019191638796
2019-11-01 56.929416164076200
2019-12-01 56.415979055785800
2020-01-01 60.483401539071295
2020-02-01 57.833202768907206
2020-03-01 56.975300764752795
2020-04-01 53.444938616428900
2020-05-01 52.125993268888700
2020-06-01 51.435462068490200
2020-07-01 51.057345261065905
2020-08-01 50.766109510473000
2020-09-01 48.003716729406100
2020-10-01 46.935208610925600
2020-11-01 46.445816217028100
2020-12-01 44.817260732934510
2021-01-01 48.453692091067495
2021-02-01 46.257706930195000
2021-03-01 47.962819943840800
2021-04-01 46.644479730374500
2021-05-01 48.578787958939400
2021-06-01 51.072301770970604
2021-07-01 50.328749929958800
2021-08-01 50.118012981676600
2021-09-01 49.149828663479205
2021-10-01 49.038792663664104
2021-11-01 48.912323187058604
2021-12-01 48.268764702652100
2022-01-01 49.162290036724500
2022-02-01 48.804037594850705
2022-03-01 48.794226674020800
2022-04-01 48.683006557240800
2022-05-01 48.701084066712000
2022-06-01 50.479787211290905
2022-07-01 50.169576229788895
2022-08-01 49.716679272478000
2022-09-01 49.801915821165500
2022-10-01 49.925158105527600
2022-11-01 50.202125962336700
2022-12-01 50.799595705423400
2023-01-01 50.452372327280400
2023-02-01 50.711673761263110
2023-03-01 50.349513428276610
2023-04-01 50.400582679224605
2023-05-01 43.351149346193500
2023-06-01 50.939590311947700
2023-07-01 50.533920185532395
2023-08-01 53.429602643381200
2023-09-01 50.704307055472300
2023-10-01 50.641196289298110
2023-11-01 50.609665119857700
2023-12-01 51.606234107503795
2024-01-01 50.959972254571700
2024-02-01 51.262265655492000
2024-03-01 51.014506506353210
2024-04-01 50.946332639804600
2024-05-01 51.662386364543800
2024-06-01 50.773878140935600
2024-07-01 50.641379326389895
2024-08-01 50.462360510897100
2024-09-01 50.410059938154600
2024-10-01 50.762527100778100
2024-11-01 51.053352356993100

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