Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Reading, PA (MSA)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Reading, PA (MSA)
Series ID SMU42397406562000001SA
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 5:15 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 13.661531326197698
1990-02-01 13.439390690224199
1990-03-01 13.628615932999198
1990-04-01 13.594244204522500
1990-05-01 13.606603076094000
1990-06-01 13.599937917670600
1990-07-01 13.686824597060099
1990-08-01 13.683332983478300
1990-09-01 13.694780471594000
1990-10-01 13.671151036799701
1990-11-01 13.701073866129600
1990-12-01 13.733481833732600
1991-01-01 13.058371222852399
1991-02-01 13.144502858216500
1991-03-01 13.319745161899400
1991-04-01 13.186683709280600
1991-05-01 13.201001299055700
1991-06-01 13.297343331788800
1991-07-01 13.398862181255300
1991-08-01 13.489210291647598
1991-09-01 13.502231541837000
1991-10-01 13.571024871152101
1991-11-01 13.600758283681200
1991-12-01 13.626327785780802
1992-01-01 13.663598591889400
1992-02-01 13.756977547465999
1992-03-01 13.711151869572802
1992-04-01 13.779556635311800
1992-05-01 13.895667155691301
1992-06-01 13.786854896199300
1992-07-01 14.105912431901200
1992-08-01 13.994839447813302
1992-09-01 14.116702062069098
1992-10-01 14.070342893011400
1992-11-01 14.095130258494900
1992-12-01 14.113585347721000
1993-01-01 14.275378205595802
1993-02-01 14.277346383413501
1993-03-01 14.203437875077000
1993-04-01 14.263732918068800
1993-05-01 14.180266908688800
1993-06-01 14.277082507604801
1993-07-01 14.117434174850700
1993-08-01 14.109686266643200
1993-09-01 14.034664933709000
1993-10-01 14.170867855175700
1993-11-01 14.191808877835500
1993-12-01 14.192225923558302
1994-01-01 14.184493413523200
1994-02-01 14.098291094810500
1994-03-01 14.296042057333901
1994-04-01 14.236844032098000
1994-05-01 14.369180781665600
1994-06-01 14.373149316212402
1994-07-01 14.316794846532600
1994-08-01 14.423819991655900
1994-09-01 14.463375185463601
1994-10-01 14.467101103371900
1994-11-01 14.485578724027901
1994-12-01 14.567418315278600
1995-01-01 14.602034615017500
1995-02-01 14.625696602243900
1995-03-01 14.694704617578001
1995-04-01 14.613987144185300
1995-05-01 14.558091184379000
1995-06-01 14.672262293364199
1995-07-01 14.807304564898400
1995-08-01 14.829499213940402
1995-09-01 14.883302219872300
1995-10-01 14.865339789689800
1995-11-01 14.981053279697099
1995-12-01 14.945127560107501
1996-01-01 14.822001704565200
1996-02-01 14.948960159358500
1996-03-01 14.996549484598999
1996-04-01 15.196235811112599
1996-05-01 15.262043624530401
1996-06-01 15.368201820445800
1996-07-01 15.181766335713698
1996-08-01 15.128173746841100
1996-09-01 15.191282797696099
1996-10-01 15.369612441780100
1996-11-01 15.371809870834500
1996-12-01 15.531383951015101
1997-01-01 15.548408216436400
1997-02-01 15.569161839465500
1997-03-01 15.604172296034800
1997-04-01 15.690240560866300
1997-05-01 15.770855171650400
1997-06-01 15.765944676772802
1997-07-01 15.855031303128600
1997-08-01 15.816229580458000
1997-09-01 15.781698856047000
1997-10-01 15.977018838915000
1997-11-01 15.968669704058700
1997-12-01 15.931503539859600
1998-01-01 16.163813362815300
1998-02-01 16.284993180909800
1998-03-01 16.206347861704000
1998-04-01 16.195933912093800
1998-05-01 16.093101974457600
1998-06-01 16.060537462070900
1998-07-01 16.033620197803100
1998-08-01 16.102628930054900
1998-09-01 16.062167582401600
1998-10-01 15.989228384164699
1998-11-01 15.969243371950100
1998-12-01 15.843038537556698
1999-01-01 15.757632121730900
1999-02-01 15.777418540629899
1999-03-01 15.790823937814200
1999-04-01 16.014514771454998
1999-05-01 16.113911972675400
1999-06-01 16.261840825247400
1999-07-01 16.328568259501000
1999-08-01 16.284651755389800
1999-09-01 16.536225102649700
1999-10-01 16.404042429202800
1999-11-01 16.567405151366600
1999-12-01 16.653489198015098
2000-01-01 16.655178849022697
2000-02-01 16.680124122495400
2000-03-01 16.777464490630700
2000-04-01 16.738899647338600
2000-05-01 16.734611108878802
2000-06-01 16.867200582398700
2000-07-01 17.118738979577700
2000-08-01 17.074191065939000
2000-09-01 17.113559014712500
2000-10-01 17.119905356449100
2000-11-01 17.060274856392700
2000-12-01 17.060367993257300
2001-01-01 17.139513640429800
2001-02-01 17.170435258566400
2001-03-01 17.266966342064500
2001-04-01 17.262593294176000
2001-05-01 17.242963276777697
2001-06-01 17.385203498407800
2001-07-01 17.228392929454000
2001-08-01 17.474379441675300
2001-09-01 17.498712138361700
2001-10-01 17.524171112559200
2001-11-01 17.553124908824200
2001-12-01 17.656933929891300
2002-01-01 17.920980242098600
2002-02-01 17.957242955375700
2002-03-01 17.868391304878700
2002-04-01 17.885705579214300
2002-05-01 17.942670142393897
2002-06-01 17.905762941586897
2002-07-01 17.935329402640900
2002-08-01 17.984897554287100
2002-09-01 17.994284896412900
2002-10-01 18.018935057505000
2002-11-01 18.149523129263500
2002-12-01 18.145120785131300
2003-01-01 18.193809257321500
2003-02-01 18.235303922320600
2003-03-01 18.377671402289200
2003-04-01 18.303422829651100
2003-05-01 18.337034532334400
2003-06-01 18.325793802086398
2003-07-01 18.453392437735100
2003-08-01 18.398426203403602
2003-09-01 18.294136123067000
2003-10-01 18.509851220154000
2003-11-01 18.545493344817398
2003-12-01 18.528445984589700
2004-01-01 18.572378118913800
2004-02-01 18.618647417568000
2004-03-01 18.688497690884500
2004-04-01 18.815233133474102
2004-05-01 18.933106500438100
2004-06-01 19.033976011479602
2004-07-01 19.166894826649700
2004-08-01 19.313204980503800
2004-09-01 19.502588770372900
2004-10-01 19.597486072042300
2004-11-01 19.743046473481100
2004-12-01 19.910754931878103
2005-01-01 19.952849884360700
2005-02-01 20.113498912816000
2005-03-01 20.103225506099300
2005-04-01 20.223697974681900
2005-05-01 20.436166846446604
2005-06-01 20.430276195411400
2005-07-01 20.677838652498200
2005-08-01 20.817716060810300
2005-09-01 20.917755470444900
2005-10-01 20.982847396674103
2005-11-01 20.848692250111000
2005-12-01 21.100473486190000
2006-01-01 21.137270742695197
2006-02-01 21.103860172833300
2006-03-01 21.212382260817602
2006-04-01 21.221101815322800
2006-05-01 21.240170590442396
2006-06-01 21.323487302841198
2006-07-01 21.192068943651400
2006-08-01 21.319644781062898
2006-09-01 21.439719388268700
2006-10-01 21.369669233402000
2006-11-01 21.556576763281196
2006-12-01 21.706162423787300
2007-01-01 21.921501198346400
2007-02-01 21.896838219524700
2007-03-01 22.015349045449700
2007-04-01 22.007087890001998
2007-05-01 22.043138053637800
2007-06-01 22.318221396315998
2007-07-01 22.099112958058400
2007-08-01 22.019471624732400
2007-09-01 22.163712957049604
2007-10-01 22.357553232626300
2007-11-01 22.458769468499604
2007-12-01 22.516926746224300
2008-01-01 22.718437331567900
2008-02-01 22.791303760103602
2008-03-01 22.813570281976300
2008-04-01 22.989712958180000
2008-05-01 23.038210785386100
2008-06-01 23.223920538350300
2008-07-01 23.295202121625000
2008-08-01 23.423532467221698
2008-09-01 23.385185232482900
2008-10-01 23.442827803911200
2008-11-01 23.453864067981300
2008-12-01 23.534509490876196
2009-01-01 23.521797219930800
2009-02-01 23.590111449616398
2009-03-01 23.610673344128198
2009-04-01 23.669983192556400
2009-05-01 23.727164813076300
2009-06-01 23.734629300744800
2009-07-01 23.796294971024200
2009-08-01 23.831543725965400
2009-09-01 23.892703526007300
2009-10-01 23.935169459954800
2009-11-01 24.051981148804604
2009-12-01 24.039277826811700
2010-01-01 24.137582405767798
2010-02-01 23.988753876516103
2010-03-01 24.203230461949000
2010-04-01 24.256842223640800
2010-05-01 24.304614546543498
2010-06-01 24.249888673395500
2010-07-01 24.500253862854900
2010-08-01 24.545203464923200
2010-09-01 24.592201094243800
2010-10-01 24.732362684501200
2010-11-01 24.751796556994900
2010-12-01 24.737036015882200
2011-01-01 24.746564046423803
2011-02-01 24.797941851962104
2011-03-01 24.785603211888300
2011-04-01 25.048231574282700
2011-05-01 24.882432845376200
2011-06-01 24.863022878057700
2011-07-01 24.913682168609600
2011-08-01 24.859893082728100
2011-09-01 24.988739705028802
2011-10-01 25.138817120933105
2011-11-01 25.054076481489396
2011-12-01 25.119393885996200
2012-01-01 25.257052340662497
2012-02-01 25.405019773376498
2012-03-01 25.559537243196200
2012-04-01 25.648823686782197
2012-05-01 25.766601700720200
2012-06-01 25.873097447666503
2012-07-01 25.926038057181000
2012-08-01 26.073030066076400
2012-09-01 26.286374405202498
2012-10-01 26.051157645878895
2012-11-01 26.053466823530698
2012-12-01 26.099474694140500
2013-01-01 25.954802525523300
2013-02-01 25.912863834750198
2013-03-01 25.833995544492396
2013-04-01 25.956408557107200
2013-05-01 25.763512736115800
2013-06-01 25.678359201012900
2013-07-01 25.442888724355303
2013-08-01 25.580073270555700
2013-09-01 25.574455706436602
2013-10-01 25.668139681995502
2013-11-01 25.654237493320700
2013-12-01 25.580370496517897
2014-01-01 25.850044296326605
2014-02-01 25.816225264653397
2014-03-01 25.913746072290103
2014-04-01 25.972967237104200
2014-05-01 25.971780775653000
2014-06-01 25.878460419476800
2014-07-01 25.844736047902497
2014-08-01 25.887744968241400
2014-09-01 25.864668287527800
2014-10-01 25.880590973323700
2014-11-01 25.945872089344500
2014-12-01 25.972236726139800
2015-01-01 25.836372797951900
2015-02-01 25.922219420518605
2015-03-01 25.901942181490000
2015-04-01 25.792353143936300
2015-05-01 25.785506596106100
2015-06-01 25.870629827009303
2015-07-01 25.946509858780303
2015-08-01 25.990782601894196
2015-09-01 26.152871566377602
2015-10-01 25.885364300559200
2015-11-01 25.938077964821000
2015-12-01 25.973922974562303
2016-01-01 26.027244670206100
2016-02-01 26.024444987428100
2016-03-01 26.101822380042400
2016-04-01 26.211304228409098
2016-05-01 26.298344162198300
2016-06-01 26.160901144297103
2016-07-01 26.544896829523800
2016-08-01 26.384490061299502
2016-09-01 26.540245276491603
2016-10-01 26.588667562895800
2016-11-01 26.527224705488702
2016-12-01 26.383521866379900
2017-01-01 26.618648573484002
2017-02-01 26.837536598921500
2017-03-01 26.713212251292100
2017-04-01 26.723694140123300
2017-05-01 26.802627543342700
2017-06-01 26.948354571625500
2017-07-01 27.146532046988696
2017-08-01 27.167901265961298
2017-09-01 27.220678025167800
2017-10-01 27.489362959892100
2017-11-01 27.723150258683100
2017-12-01 27.793532492438900
2018-01-01 27.922999881504400
2018-02-01 28.054771521552500
2018-03-01 28.126451919396700
2018-04-01 28.128928161199102
2018-05-01 28.202671194867300
2018-06-01 28.340918688951202
2018-07-01 28.241739738067004
2018-08-01 28.343861784067800
2018-09-01 28.403785243264604
2018-10-01 28.491969718018698
2018-11-01 28.517453015661804
2018-12-01 28.711843021743103
2019-01-01 28.936098988512100
2019-02-01 29.274565133210302
2019-03-01 29.140962007575197
2019-04-01 29.326187138411000
2019-05-01 29.392127900982900
2019-06-01 29.340850966325196
2019-07-01 29.340445479940100
2019-08-01 29.514111969755500
2019-09-01 29.482557280549198
2019-10-01 29.587019237898804
2019-11-01 29.820466512363700
2019-12-01 29.834140316889100
2020-01-01 29.754682373385100
2020-02-01 29.687229275382400
2020-03-01 29.647415795375700
2020-04-01 26.002808335953397
2020-05-01 26.582037588523400
2020-06-01 27.756358021324395
2020-07-01 27.940507895640000
2020-08-01 27.995996924175100
2020-09-01 28.067446157881900
2020-10-01 27.984529249857303
2020-11-01 27.923746477869898
2020-12-01 27.857605407783197
2021-01-01 27.764859201395197
2021-02-01 27.782577574265500
2021-03-01 27.753603454317798
2021-04-01 27.603877127551100
2021-05-01 27.373392988308897
2021-06-01 27.267418671600600
2021-07-01 27.136815410770698
2021-08-01 26.991110617142102
2021-09-01 26.955858708208500
2021-10-01 26.870094422645000
2021-11-01 26.928733060499898
2021-12-01 26.974864890959896
2022-01-01 26.971079093501302
2022-02-01 27.178986013812200
2022-03-01 27.255962772407198
2022-04-01 27.401329732139200
2022-05-01 27.574633748330303
2022-06-01 27.575232368722100
2022-07-01 27.728212573589100
2022-08-01 27.991980822764898
2022-09-01 28.151849042773700
2022-10-01 28.154509988943000
2022-11-01 28.115467133073697
2022-12-01 28.181603376056600
2023-01-01 28.378760190771604
2023-02-01 28.379467865334203
2023-03-01 28.566243904856100
2023-04-01 28.609922064323502
2023-05-01 28.776854698509997
2023-06-01 28.876171313792100
2023-07-01 29.025769436338898
2023-08-01 29.094663028132000
2023-09-01 29.254098359291703
2023-10-01 29.333038273567800
2023-11-01 29.506665617940100
2023-12-01 29.584836269176100
2024-01-01 29.676672464466800
2024-02-01 29.782103796481298
2024-03-01 29.774731256607105
2024-04-01 29.919079406074100
2024-05-01 29.878831602014397
2024-06-01 30.176821014692603
2024-07-01 30.127060799886603
2024-08-01 30.197563146898304
2024-09-01 30.259994562580500
2024-10-01 30.420325923989800
2024-11-01 30.491960409937800

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