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Table Data - All Employees: Manufacturing in Reading, PA (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Manufacturing in Reading, PA (MSA)
Series ID READ742MFG
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-05-01
Last Updated 2024-06-26 4:44 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 45.222920359543710
1990-02-01 45.107271224882600
1990-03-01 44.891157502397300
1990-04-01 44.909435872670606
1990-05-01 44.768553932851300
1990-06-01 44.431942782101600
1990-07-01 44.570350759061500
1990-08-01 43.588453789435604
1990-09-01 44.224178903799300
1990-10-01 44.110649594671600
1990-11-01 43.895441509307600
1990-12-01 43.406486036690500
1991-01-01 42.922853687544300
1991-02-01 42.206029526834300
1991-03-01 42.268432552786200
1991-04-01 41.898020713465705
1991-05-01 41.731343236321700
1991-06-01 42.113921034164500
1991-07-01 41.980617537537704
1991-08-01 42.213635926410000
1991-09-01 42.339367777643500
1991-10-01 42.452192569153700
1991-11-01 42.227261789210100
1991-12-01 41.819672505086295
1992-01-01 42.527281867999300
1992-02-01 42.585027243834300
1992-03-01 42.716337554795000
1992-04-01 42.875409658438900
1992-05-01 42.275916697622500
1992-06-01 42.368075004250300
1992-07-01 42.994898144785900
1992-08-01 42.956019811155700
1992-09-01 42.756661052559295
1992-10-01 42.934942551410600
1992-11-01 42.894500897712604
1992-12-01 42.838434514948600
1993-01-01 42.616995985119000
1993-02-01 42.563474663475600
1993-03-01 41.950642727272000
1993-04-01 42.119689345999500
1993-05-01 42.015151851772600
1993-06-01 41.622667200760900
1993-07-01 41.190442579635000
1993-08-01 41.100440966701896
1993-09-01 41.094744032255200
1993-10-01 42.226289703327800
1993-11-01 42.377211891451104
1993-12-01 42.475780463555200
1994-01-01 42.702144803474900
1994-02-01 42.622126156635900
1994-03-01 42.880068469794395
1994-04-01 42.851279314141100
1994-05-01 43.064472461162204
1994-06-01 42.981945910128005
1994-07-01 42.995168260490890
1994-08-01 42.929833645530600
1994-09-01 43.018971957395294
1994-10-01 43.018163084888500
1994-11-01 43.069235854836800
1994-12-01 43.128487187299100
1995-01-01 42.855827246055700
1995-02-01 43.088164134454600
1995-03-01 42.931438288707400
1995-04-01 42.775192504825400
1995-05-01 42.831510289387900
1995-06-01 42.879938662146700
1995-07-01 42.889270779878100
1995-08-01 42.741492590211600
1995-09-01 42.836381125616796
1995-10-01 42.462616310815100
1995-11-01 42.442877999837800
1995-12-01 42.391426108730300
1996-01-01 40.908635001658900
1996-02-01 41.833530867302800
1996-03-01 42.007618627949900
1996-04-01 42.139129724693800
1996-05-01 42.034692882390600
1996-06-01 42.297896105943100
1996-07-01 42.093488851849200
1996-08-01 42.024414105754000
1996-09-01 41.923636204935300
1996-10-01 42.175533452099200
1996-11-01 42.185446273505400
1996-12-01 42.245387106214710
1997-01-01 42.658539315714500
1997-02-01 42.795120548304300
1997-03-01 43.025589775369205
1997-04-01 43.026303063340500
1997-05-01 42.755237907089096
1997-06-01 42.723633565345900
1997-07-01 42.382317535704200
1997-08-01 42.904142106909500
1997-09-01 42.714497670961705
1997-10-01 42.549431514270790
1997-11-01 42.493436268117100
1997-12-01 42.491654644905500
1998-01-01 42.529426524766706
1998-02-01 42.358271408753100
1998-03-01 42.256890127519000
1998-04-01 42.846028589566700
1998-05-01 42.481742071879204
1998-06-01 41.846275574873710
1998-07-01 40.177394366067600
1998-08-01 41.572565828845796
1998-09-01 41.597863210892100
1998-10-01 41.521466043590500
1998-11-01 41.165001870512704
1998-12-01 41.114756990685700
1999-01-01 41.226085263415000
1999-02-01 41.255869417480700
1999-03-01 41.106477794809800
1999-04-01 40.881790682288700
1999-05-01 40.983442357632300
1999-06-01 41.037421073008204
1999-07-01 41.262768207901004
1999-08-01 41.558828451040100
1999-09-01 41.185722530581295
1999-10-01 41.787989540546000
1999-11-01 42.034888572667796
1999-12-01 42.028845990310800
2000-01-01 41.958615487643300
2000-02-01 41.964600557178100
2000-03-01 41.732791124550296
2000-04-01 41.827009824429105
2000-05-01 41.373382529560500
2000-06-01 41.911293366378900
2000-07-01 41.832758587571300
2000-08-01 41.446915739923400
2000-09-01 41.581456685260300
2000-10-01 41.085528270915700
2000-11-01 40.201927891002796
2000-12-01 40.731916273176800
2001-01-01 40.516265037553000
2001-02-01 40.297256514359900
2001-03-01 40.146874612420895
2001-04-01 39.846791807409700
2001-05-01 39.341396122582600
2001-06-01 39.253750112983800
2001-07-01 38.982846805648100
2001-08-01 38.962940191705400
2001-09-01 38.599998858246295
2001-10-01 37.501767665987900
2001-11-01 37.297913570130895
2001-12-01 36.946460405663295
2002-01-01 36.265458242136300
2002-02-01 36.337248607218500
2002-03-01 36.017291847019294
2002-04-01 35.937564861185900
2002-05-01 35.798992060403600
2002-06-01 35.607173775716500
2002-07-01 35.127961566243100
2002-08-01 34.986439106972000
2002-09-01 34.639335809609500
2002-10-01 34.438138706088900
2002-11-01 34.009286107493900
2002-12-01 33.769477707647500
2003-01-01 33.495241355376100
2003-02-01 33.267322078671400
2003-03-01 33.083277948328500
2003-04-01 32.708242203131400
2003-05-01 32.538597398891000
2003-06-01 32.274119633872800
2003-07-01 32.273611187914200
2003-08-01 32.130093166838800
2003-09-01 32.079617857056796
2003-10-01 31.872532010850396
2003-11-01 31.939708134540602
2003-12-01 31.896790631704302
2004-01-01 31.799380543854298
2004-02-01 31.886455164682303
2004-03-01 31.832107256892400
2004-04-01 31.786052349206000
2004-05-01 31.889429077456800
2004-06-01 31.678042365426197
2004-07-01 31.516445607358900
2004-08-01 31.370955705447603
2004-09-01 31.311094826755700
2004-10-01 31.303168223280100
2004-11-01 31.356241115719500
2004-12-01 31.418699226464400
2005-01-01 31.391558663295100
2005-02-01 31.291195430536604
2005-03-01 31.403231240758200
2005-04-01 31.461158140753900
2005-05-01 31.568444028781400
2005-06-01 31.609650369794302
2005-07-01 31.566785192559700
2005-08-01 31.501677586030603
2005-09-01 31.521194853594200
2005-10-01 31.715532756081800
2005-11-01 31.763521429052200
2005-12-01 31.827095848726398
2006-01-01 32.067952825903504
2006-02-01 32.197306580801100
2006-03-01 32.192183828001800
2006-04-01 32.545308598373900
2006-05-01 32.271611021944400
2006-06-01 32.273456777514300
2006-07-01 32.332335999709390
2006-08-01 32.307502472013695
2006-09-01 32.316521336463104
2006-10-01 32.203275846289700
2006-11-01 32.157047548972000
2006-12-01 32.032063385569600
2007-01-01 31.752288965399900
2007-02-01 31.797598259181500
2007-03-01 31.902721360474800
2007-04-01 31.722630951738400
2007-05-01 31.780103484259700
2007-06-01 31.747423941457300
2007-07-01 31.622456742289600
2007-08-01 31.393215603267700
2007-09-01 31.303178089857504
2007-10-01 31.180985559101700
2007-11-01 31.157234394480500
2007-12-01 30.928415695229898
2008-01-01 31.143621413525500
2008-02-01 31.200165198834000
2008-03-01 31.212803758406302
2008-04-01 31.307796221214700
2008-05-01 31.073042447531200
2008-06-01 31.006666898278898
2008-07-01 31.020764855733900
2008-08-01 30.977425070737800
2008-09-01 30.798873240769200
2008-10-01 30.566796375742000
2008-11-01 30.274151404675102
2008-12-01 30.128043035362100
2009-01-01 29.546308924669297
2009-02-01 28.997168790612000
2009-03-01 28.310289945141600
2009-04-01 27.676150392756000
2009-05-01 27.258522962484500
2009-06-01 27.328041660165200
2009-07-01 27.425515350510100
2009-08-01 27.473084275377100
2009-09-01 27.510572117438603
2009-10-01 27.572233503301803
2009-11-01 27.608955905794000
2009-12-01 27.535793963754300
2010-01-01 27.447773795590300
2010-02-01 27.584350851769300
2010-03-01 27.795395533943600
2010-04-01 27.949289122954003
2010-05-01 27.927364021511900
2010-06-01 27.807479202233400
2010-07-01 27.829066880695400
2010-08-01 27.883416817100300
2010-09-01 27.942633174276300
2010-10-01 27.991860958726800
2010-11-01 28.050715160299000
2010-12-01 28.262269176158700
2011-01-01 28.357963584373604
2011-02-01 28.466779758484000
2011-03-01 28.555539868745498
2011-04-01 28.713072794417602
2011-05-01 28.998140733083100
2011-06-01 29.262689807514896
2011-07-01 29.026482023987604
2011-08-01 29.108608565496700
2011-09-01 29.078801966797900
2011-10-01 29.225768378213100
2011-11-01 29.190993526928200
2011-12-01 29.597575562219400
2012-01-01 29.566131408196803
2012-02-01 29.338984236507898
2012-03-01 29.612138194893397
2012-04-01 29.588605244951700
2012-05-01 29.571667848620802
2012-06-01 29.805799640630898
2012-07-01 29.927366612899398
2012-08-01 29.639373412984800
2012-09-01 29.713487830210400
2012-10-01 29.659929635855200
2012-11-01 29.720275154835896
2012-12-01 29.727331029449700
2013-01-01 29.770730050243900
2013-02-01 29.915375501785498
2013-03-01 29.865350927554303
2013-04-01 29.863466536199700
2013-05-01 29.869256635838800
2013-06-01 29.864221228813502
2013-07-01 29.830485825612396
2013-08-01 29.870592731079196
2013-09-01 29.835535558423400
2013-10-01 29.885669737216800
2013-11-01 29.929611330263300
2013-12-01 29.847728724846500
2014-01-01 29.871608863499304
2014-02-01 29.879801123066700
2014-03-01 30.042217703610397
2014-04-01 30.050004854300400
2014-05-01 30.071144657843300
2014-06-01 30.146469815785398
2014-07-01 30.350358203679800
2014-08-01 30.289460235700500
2014-09-01 30.345100457830302
2014-10-01 30.401001346977600
2014-11-01 30.419424608552898
2014-12-01 30.451230524129702
2015-01-01 30.574198525487102
2015-02-01 30.661678017556000
2015-03-01 30.622237582811998
2015-04-01 30.741180677707302
2015-05-01 30.777939090345100
2015-06-01 30.844928693859000
2015-07-01 30.771163001871600
2015-08-01 30.801105113129100
2015-09-01 30.851613239259898
2015-10-01 30.706380456641200
2015-11-01 30.810034928227896
2015-12-01 30.845032516171997
2016-01-01 30.875965643544504
2016-02-01 30.645996168339302
2016-03-01 30.713923129695800
2016-04-01 30.431971003899196
2016-05-01 30.479577752217498
2016-06-01 30.445032602540497
2016-07-01 30.499710435538898
2016-08-01 30.506308758878603
2016-09-01 30.563685019851800
2016-10-01 30.805508852181200
2016-11-01 30.701174423819605
2016-12-01 30.732667976720400
2017-01-01 30.778139655181700
2017-02-01 30.941120909145198
2017-03-01 30.901281094126300
2017-04-01 31.025622645088100
2017-05-01 31.081757170285100
2017-06-01 31.044510565957900
2017-07-01 31.017728070009998
2017-08-01 31.109783875050002
2017-09-01 31.183603890520303
2017-10-01 31.098405551195103
2017-11-01 31.193785262943898
2017-12-01 31.227288292169200
2018-01-01 31.287941930446898
2018-02-01 31.233554929824000
2018-03-01 31.285138463052697
2018-04-01 31.320825878431100
2018-05-01 31.487219725453200
2018-06-01 31.639928286568104
2018-07-01 31.730726835746104
2018-08-01 31.808380084245100
2018-09-01 31.806638861821000
2018-10-01 31.884921885569100
2018-11-01 31.878403983153500
2018-12-01 32.033186421048500
2019-01-01 32.102218595452300
2019-02-01 32.133213459322100
2019-03-01 32.268219223165495
2019-04-01 32.323628926860600
2019-05-01 32.198536622096600
2019-06-01 32.033314584143300
2019-07-01 32.230328407916200
2019-08-01 32.194558700247000
2019-09-01 32.229213450154700
2019-10-01 32.262173104074805
2019-11-01 32.266871963116700
2019-12-01 32.150786864097600
2020-01-01 32.017891340962600
2020-02-01 32.038193845879505
2020-03-01 31.860384729177397
2020-04-01 24.522373595828300
2020-05-01 26.913403928604897
2020-06-01 29.329344692085098
2020-07-01 28.827437866805397
2020-08-01 28.672283931780400
2020-09-01 28.933002473421602
2020-10-01 28.941119771579398
2020-11-01 28.957142386298600
2020-12-01 29.070054767354197
2021-01-01 29.332814882702397
2021-02-01 29.146029159262100
2021-03-01 29.371490295621100
2021-04-01 29.229924065082300
2021-05-01 29.317159759813500
2021-06-01 29.528659249824802
2021-07-01 29.621689649332400
2021-08-01 29.643089977117600
2021-09-01 29.719643188344897
2021-10-01 29.924754931670602
2021-11-01 30.056922020922100
2021-12-01 30.086147900061196
2022-01-01 29.843989028638397
2022-02-01 30.459868491857400
2022-03-01 30.589718703110300
2022-04-01 30.739172038609200
2022-05-01 30.816744383031000
2022-06-01 31.029112269762003
2022-07-01 31.114603244877895
2022-08-01 31.316406714909700
2022-09-01 31.294032461809103
2022-10-01 31.416316752609802
2022-11-01 31.459357418558998
2022-12-01 31.399041385700396
2023-01-01 31.450245484453397
2023-02-01 31.472307715376100
2023-03-01 31.515937833210500
2023-04-01 31.650774903722200
2023-05-01 31.610382888805800
2023-06-01 31.526008532903800
2023-07-01 31.608687971890998
2023-08-01 31.693145945349100
2023-09-01 31.771711116556602
2023-10-01 31.612083083047498
2023-11-01 31.566562820641800
2023-12-01 31.706012092099500
2024-01-01 31.853100381165103
2024-02-01 31.686811958231100
2024-03-01 31.634629318608700
2024-04-01 31.652253251458102
2024-05-01 31.805201747301002

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