Federal Reserve Economic Data

Table Data - All Employees: Retail Trade: General Merchandise Stores in Pennsylvania (DISCONTINUED)

Title All Employees: Retail Trade: General Merchandise Stores in Pennsylvania (DISCONTINUED)
Series ID SMU42000004245200001SA
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 2022-12-01
Last Updated 2023-01-25 3:00 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
1990-01-01 124.71268877630000
1990-02-01 124.90218416513500
1990-03-01 124.20199714846500
1990-04-01 121.59379012781800
1990-05-01 121.85304873021700
1990-06-01 121.60775881544001
1990-07-01 121.30808406162300
1990-08-01 121.04856647854200
1990-09-01 120.03526982258300
1990-10-01 121.54483490127400
1990-11-01 119.79767237473400
1990-12-01 120.30900284945000
1991-01-01 113.00666879916001
1991-02-01 111.43697185049200
1991-03-01 111.85054639751400
1991-04-01 109.81620545256200
1991-05-01 109.72886025451000
1991-06-01 109.63928287358101
1991-07-01 109.30141042940500
1991-08-01 108.96052595476999
1991-09-01 108.50663875777501
1991-10-01 108.46703951744301
1991-11-01 109.27468144010099
1991-12-01 108.29587939418300
1992-01-01 109.29182503156300
1992-02-01 109.07023277178800
1992-03-01 109.10245168098601
1992-04-01 109.89700596945900
1992-05-01 110.53721106575400
1992-06-01 110.49395041880100
1992-07-01 110.27146946799800
1992-08-01 110.06320582204599
1992-09-01 110.87979224460501
1992-10-01 109.61113830565400
1992-11-01 109.86350587713200
1992-12-01 109.26297334900500
1993-01-01 109.73565224767300
1993-02-01 110.63171309532200
1993-03-01 109.36921000929300
1993-04-01 110.52927695248600
1993-05-01 109.81815835802000
1993-06-01 109.24988370177700
1993-07-01 109.22593173075899
1993-08-01 109.72615316668200
1993-09-01 110.26524079818800
1993-10-01 108.07154974806200
1993-11-01 106.70835777507500
1993-12-01 108.19631732454799
1994-01-01 107.19932522716299
1994-02-01 106.56526331005300
1994-03-01 107.03062949055800
1994-04-01 106.09037544590500
1994-05-01 105.84021524253099
1994-06-01 105.72409294832400
1994-07-01 106.22469257095400
1994-08-01 105.81312174641701
1994-09-01 107.45086358125600
1994-10-01 108.41210070797500
1994-11-01 109.46470691227300
1994-12-01 108.61920912430000
1995-01-01 107.73243343762700
1995-02-01 107.91566944363501
1995-03-01 107.79000498730300
1995-04-01 108.23542331948000
1995-05-01 108.54146475041901
1995-06-01 109.00111697615299
1995-07-01 107.68086540375201
1995-08-01 107.23664043512000
1995-09-01 105.82325354016399
1995-10-01 105.14037730013200
1995-11-01 104.50579059188699
1995-12-01 103.36720001904600
1996-01-01 107.31707416083000
1996-02-01 106.97199658607500
1996-03-01 105.42138087712799
1996-04-01 105.78481986628300
1996-05-01 105.52686000931801
1996-06-01 104.78931949423600
1996-07-01 104.87956624354400
1996-08-01 104.59017221653700
1996-09-01 104.84846641550199
1996-10-01 105.21314733466998
1996-11-01 104.96881261226400
1996-12-01 105.34041277119900
1997-01-01 111.81039187011900
1997-02-01 109.77241878501600
1997-03-01 109.45580800222601
1997-04-01 108.31100749702401
1997-05-01 108.09053813158500
1997-06-01 107.26603667877600
1997-07-01 107.89982306104300
1997-08-01 107.62996676197600
1997-09-01 107.34878986073900
1997-10-01 108.39570951286000
1997-11-01 108.41322629614001
1997-12-01 108.94646961292901
1998-01-01 107.87164138680500
1998-02-01 107.53884253211800
1998-03-01 107.72950514952998
1998-04-01 108.05119693576599
1998-05-01 108.32089947275101
1998-06-01 108.76581975414899
1998-07-01 108.71549565149300
1998-08-01 108.23939716472500
1998-09-01 111.39547425560600
1998-10-01 109.70096819568100
1998-11-01 109.62001580857600
1998-12-01 108.37245018062401
1999-01-01 109.53294113944700
1999-02-01 110.34407230511200
1999-03-01 111.09038856079701
1999-04-01 111.55738620483700
1999-05-01 111.43626195318100
1999-06-01 111.31023996355700
1999-07-01 114.80917887739700
1999-08-01 114.09467613503000
1999-09-01 114.01146095414200
1999-10-01 113.27375703579000
1999-11-01 113.31849845866400
1999-12-01 113.26739685325701
2000-01-01 114.47227690358999
2000-02-01 115.18396105073099
2000-03-01 114.64942640061199
2000-04-01 114.88831371880100
2000-05-01 114.54208073375400
2000-06-01 114.03433433495400
2000-07-01 114.20477640979601
2000-08-01 114.47186430399000
2000-09-01 114.68618985706800
2000-10-01 115.55560364145100
2000-11-01 116.19906770132000
2000-12-01 115.98205823272400
2001-01-01 115.65300399312800
2001-02-01 114.14863432877900
2001-03-01 113.64116037079500
2001-04-01 112.05654419875401
2001-05-01 112.32845939452700
2001-06-01 112.17307430317000
2001-07-01 110.83354913532301
2001-08-01 110.51787894560600
2001-09-01 110.23629740399299
2001-10-01 108.63712252626101
2001-11-01 109.69854087313999
2001-12-01 109.25597726377899
2002-01-01 109.73062885278500
2002-02-01 109.66900972870200
2002-03-01 110.06124916625200
2002-04-01 110.09358275614599
2002-05-01 110.82896168492500
2002-06-01 110.86844736437600
2002-07-01 111.68397400599200
2002-08-01 111.32848193795000
2002-09-01 110.72990640726499
2002-10-01 108.28942569133699
2002-11-01 108.60023092563800
2002-12-01 108.82889673537201
2003-01-01 108.23314145184200
2003-02-01 108.37672108838500
2003-03-01 108.53808945582800
2003-04-01 109.40530380492900
2003-05-01 109.48531576407400
2003-06-01 110.22964272998800
2003-07-01 109.35597725486800
2003-08-01 109.34382255422899
2003-09-01 110.42195526042500
2003-10-01 111.48879884640900
2003-11-01 110.82775053689899
2003-12-01 111.79563920200500
2004-01-01 110.63169915381600
2004-02-01 111.26791762131300
2004-03-01 111.08172025182199
2004-04-01 111.48513940381800
2004-05-01 111.00104398023700
2004-06-01 110.31421737189800
2004-07-01 110.56027000455099
2004-08-01 110.55279019784400
2004-09-01 110.74159549827299
2004-10-01 111.81462202595199
2004-11-01 113.62678640747801
2004-12-01 113.15570785533400
2005-01-01 111.53195855508000
2005-02-01 111.77452339808201
2005-03-01 110.90245559010000
2005-04-01 111.53394858477101
2005-05-01 111.29195337407900
2005-06-01 111.79053179681900
2005-07-01 111.78797589312900
2005-08-01 112.17863358786300
2005-09-01 111.11558283698500
2005-10-01 110.47346516551399
2005-11-01 110.52505984892400
2005-12-01 110.32051845984300
2006-01-01 111.32879140695101
2006-02-01 111.24935509212798
2006-03-01 111.13340522151100
2006-04-01 110.50199605841600
2006-05-01 109.87019410973900
2006-06-01 109.42210266391700
2006-07-01 108.81135210560700
2006-08-01 109.83463857886998
2006-09-01 110.95996619665900
2006-10-01 112.47557905765600
2006-11-01 112.84172224653500
2006-12-01 112.81813246028500
2007-01-01 114.07646204395400
2007-02-01 113.33809825337400
2007-03-01 114.92026485644199
2007-04-01 114.14360340496799
2007-05-01 115.76594441049801
2007-06-01 114.61184306423500
2007-07-01 114.73491153017700
2007-08-01 114.37859789850300
2007-09-01 113.38357233762501
2007-10-01 112.51671904967199
2007-11-01 113.19944923854601
2007-12-01 113.55837868379000
2008-01-01 115.32444643638500
2008-02-01 113.59441739077800
2008-03-01 113.62014211644300
2008-04-01 112.77252822643601
2008-05-01 111.82646044273199
2008-06-01 112.13209710503100
2008-07-01 112.08837845789400
2008-08-01 111.97480649387100
2008-09-01 112.20688658036400
2008-10-01 111.58446402848499
2008-11-01 110.36580103971300
2008-12-01 110.96648104947000
2009-01-01 110.31497997330500
2009-02-01 111.02475761623900
2009-03-01 110.74123459153999
2009-04-01 112.07951490136300
2009-05-01 112.56714867577499
2009-06-01 112.85823914655200
2009-07-01 112.50725991627300
2009-08-01 112.25972381526500
2009-09-01 113.68816944609800
2009-10-01 111.90348630442900
2009-11-01 113.15250940563000
2009-12-01 111.65323871390699
2010-01-01 112.42618944953300
2010-02-01 112.47102440536800
2010-03-01 113.47733594153699
2010-04-01 112.45422544468599
2010-05-01 113.38985655118401
2010-06-01 113.71195436169600
2010-07-01 113.41038088481501
2010-08-01 113.35627005169800
2010-09-01 113.17549570454200
2010-10-01 113.55251893369700
2010-11-01 113.26404722464399
2010-12-01 113.59256842557600
2011-01-01 114.09831042244900
2011-02-01 114.55767253409701
2011-03-01 114.20568134703000
2011-04-01 114.74099089050600
2011-05-01 114.41539014009300
2011-06-01 114.44682650971501
2011-07-01 114.79993255470100
2011-08-01 115.34519052727200
2011-09-01 114.99576064004499
2011-10-01 115.87801980479100
2011-11-01 116.50352494009900
2011-12-01 116.72592730617700
2012-01-01 117.35500758704900
2012-02-01 116.91126740416300
2012-03-01 116.87853643153099
2012-04-01 116.55216495538299
2012-05-01 116.87872159692600
2012-06-01 115.78796733693899
2012-07-01 115.91835412036700
2012-08-01 116.04785185484700
2012-09-01 116.50933505893800
2012-10-01 116.71432829589600
2012-11-01 117.76494049167201
2012-12-01 117.50847892049299
2013-01-01 114.71176160006800
2013-02-01 116.08448667187300
2013-03-01 115.87040075466999
2013-04-01 116.01755947042500
2013-05-01 115.55930439729400
2013-06-01 116.35949949678499
2013-07-01 116.23675138156200
2013-08-01 116.04467761052700
2013-09-01 115.75463377970199
2013-10-01 115.47954256229299
2013-11-01 115.83490367425600
2013-12-01 116.89513923134301
2014-01-01 115.45638957072701
2014-02-01 116.31807392438600
2014-03-01 116.99225565909799
2014-04-01 117.91592476794100
2014-05-01 117.63735206680000
2014-06-01 117.98402413257200
2014-07-01 118.16142056200000
2014-08-01 117.96306892324499
2014-09-01 118.38490309038299
2014-10-01 117.78272305879100
2014-11-01 117.33802833719200
2014-12-01 118.39960344438600
2015-01-01 116.36693544325600
2015-02-01 116.40453981595500
2015-03-01 117.42696536473600
2015-04-01 117.64508941477600
2015-05-01 118.26625600887400
2015-06-01 118.55777255155300
2015-07-01 118.64510283178500
2015-08-01 118.76161266194900
2015-09-01 118.30519321993299
2015-10-01 118.15893269502500
2015-11-01 117.64346828491301
2015-12-01 117.53263323461500
2016-01-01 117.40531559367399
2016-02-01 117.52166048829001
2016-03-01 117.92794407185700
2016-04-01 117.39790044926501
2016-05-01 117.44091553160300
2016-06-01 117.16724536717399
2016-07-01 117.01235164422000
2016-08-01 117.01207238549999
2016-09-01 116.16397035160699
2016-10-01 116.76127794718599
2016-11-01 116.97309742074499
2016-12-01 115.77920882626199
2017-01-01 116.42548792838400
2017-02-01 115.22752133999400
2017-03-01 114.14636536995400
2017-04-01 113.84871980709800
2017-05-01 113.08883135595100
2017-06-01 113.20451355354700
2017-07-01 112.79851525515600
2017-08-01 112.77316982426900
2017-09-01 112.92779150700100
2017-10-01 112.63717404001400
2017-11-01 112.83674902009600
2017-12-01 112.04958286912500
2018-01-01 112.66121689078800
2018-02-01 112.98945212409402
2018-03-01 112.38810215794700
2018-04-01 112.80391249913000
2018-05-01 112.16557690821800
2018-06-01 111.29100527644800
2018-07-01 112.30348465903900
2018-08-01 111.97052539021401
2018-09-01 111.85156744199499
2018-10-01 109.43511770020700
2018-11-01 110.43774991340400
2018-12-01 109.68823370428400
2019-01-01 110.50819482137899
2019-02-01 108.03994063161100
2019-03-01 107.54591942733600
2019-04-01 106.75982354266400
2019-05-01 106.35105026964199
2019-06-01 105.97709827629600
2019-07-01 104.86221208802900
2019-08-01 105.11691533625700
2019-09-01 104.97587337066099
2019-10-01 104.49384921241100
2019-11-01 107.07576509384400
2019-12-01 106.41688233226200
2020-01-01 106.20200943006000
2020-02-01 106.32158852300900
2020-03-01 106.34276380500900
2020-04-01 84.17970771281159
2020-05-01 86.63487401382879
2020-06-01 101.34451651769800
2020-07-01 103.03835170063999
2020-08-01 102.33119302400401
2020-09-01 102.88583830492200
2020-10-01 104.48050829432900
2020-11-01 102.18141784592699
2020-12-01 101.22147607663601
2021-01-01 107.21726073005199
2021-02-01 106.66598856623399
2021-03-01 108.24719812914400
2021-04-01 107.15072784937300
2021-05-01 108.17017408358801
2021-06-01 108.21702840737200
2021-07-01 107.84422645505100
2021-08-01 108.73753780169399
2021-09-01 108.51131093617201
2021-10-01 109.85567063826700
2021-11-01 110.13867195700900
2021-12-01 111.53555180074000
2022-01-01 115.47529427427100
2022-02-01 116.63789490183201
2022-03-01 115.88649243596100
2022-04-01 115.51971842628400
2022-05-01 113.73804924412701
2022-06-01 113.70944661881900
2022-07-01 112.97872725193500
2022-08-01 112.09166838988900
2022-09-01 111.97431766986300
2022-10-01 111.28228144061100
2022-11-01 109.13855956870900
2022-12-01 109.14244863067300

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