Table Data - All Employees: Retail Trade: Electronics and Appliance Stores in Pennsylvania (DISCONTINUED)

Title All Employees: Retail Trade: Electronics and Appliance Stores in Pennsylvania (DISCONTINUED)
Series ID SMU42000004244300001SA
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 17.731210017345198
1990-02-01 17.686691700980603
1990-03-01 17.735666941436000
1990-04-01 17.606573217950803
1990-05-01 17.458158964300097
1990-06-01 17.371700767396400
1990-07-01 17.135195842592200
1990-08-01 17.069840202170300
1990-09-01 16.932865657031500
1990-10-01 16.783627833951600
1990-11-01 16.581512073985600
1990-12-01 16.303490912373600
1991-01-01 16.724540920165000
1991-02-01 16.773020652484300
1991-03-01 16.759132348292600
1991-04-01 16.706616141048800
1991-05-01 16.662205132827500
1991-06-01 16.596100357978000
1991-07-01 16.523017749567400
1991-08-01 16.473207617380700
1991-09-01 16.439299165774400
1991-10-01 16.373206201492100
1991-11-01 16.357290082764300
1991-12-01 16.080385593423500
1992-01-01 16.219672474525098
1992-02-01 16.067535491054400
1992-03-01 15.978259906603197
1992-04-01 16.017356887615900
1992-05-01 16.075338871955600
1992-06-01 16.043670850404197
1992-07-01 16.106522169874800
1992-08-01 15.977982844779700
1992-09-01 15.953349108847500
1992-10-01 15.956279276928400
1992-11-01 15.823720041397701
1992-12-01 15.735081126347199
1993-01-01 16.415442388972600
1993-02-01 16.469286473795900
1993-03-01 16.272007976330098
1993-04-01 16.333871456592200
1993-05-01 16.206952946053200
1993-06-01 16.187945584484100
1993-07-01 16.118339620346700
1993-08-01 16.084528166414300
1993-09-01 16.161652357810300
1993-10-01 15.846187867377699
1993-11-01 15.672022997374402
1993-12-01 15.978784221507098
1994-01-01 15.715097267842697
1994-02-01 15.688323755849900
1994-03-01 15.737006122596801
1994-04-01 15.652615951384599
1994-05-01 15.738591033672000
1994-06-01 15.721322614293001
1994-07-01 15.943560187022000
1994-08-01 16.013990749778400
1994-09-01 16.072986201181802
1994-10-01 16.226685838406900
1994-11-01 16.328006811695500
1994-12-01 16.529184946458003
1995-01-01 16.601155832445400
1995-02-01 16.488943247261900
1995-03-01 16.607246222914800
1995-04-01 16.572955120670000
1995-05-01 16.585311156065900
1995-06-01 16.622756154111900
1995-07-01 16.483102674978000
1995-08-01 16.567569645275302
1995-09-01 16.570494236518800
1995-10-01 16.496599604533998
1995-11-01 16.481701113876902
1995-12-01 16.191909213403000
1996-01-01 16.187130758432900
1996-02-01 16.363300392991200
1996-03-01 16.407220185088903
1996-04-01 16.598754195945197
1996-05-01 16.629640447694303
1996-06-01 16.625565636641000
1996-07-01 16.718527893267698
1996-08-01 16.733502529481100
1996-09-01 16.760012989083900
1996-10-01 16.649370135349600
1996-11-01 16.937311949133900
1996-12-01 17.030430062280500
1997-01-01 17.270384043007300
1997-02-01 17.343487362380300
1997-03-01 17.423571571804900
1997-04-01 17.444044098828098
1997-05-01 17.592222074835900
1997-06-01 17.845178070688600
1997-07-01 18.048059813435400
1997-08-01 18.073203781526300
1997-09-01 18.234406419498000
1997-10-01 18.392894792435400
1997-11-01 18.375499478819197
1997-12-01 18.539735249403300
1998-01-01 19.084749644563900
1998-02-01 19.052648335779700
1998-03-01 19.063131516562800
1998-04-01 18.378820254988000
1998-05-01 18.427204071583500
1998-06-01 18.494235527837200
1998-07-01 18.290111033772103
1998-08-01 18.383356326260200
1998-09-01 18.516798106171800
1998-10-01 18.752507953825700
1998-11-01 18.582602203625000
1998-12-01 18.618776359191102
1999-01-01 18.511851294875100
1999-02-01 18.702100715937800
1999-03-01 18.896833306266600
1999-04-01 19.014270280406300
1999-05-01 19.146409286004697
1999-06-01 19.354992928157600
1999-07-01 19.804933507421400
1999-08-01 19.973052841861698
1999-09-01 20.044642926921000
1999-10-01 20.824400527327200
1999-11-01 20.779916432629800
1999-12-01 20.823056710860600
2000-01-01 20.633133021613897
2000-02-01 20.644207787858697
2000-03-01 20.941658801419102
2000-04-01 21.118009324723800
2000-05-01 21.231087694101300
2000-06-01 21.298853232854500
2000-07-01 21.326114491708100
2000-08-01 21.477912482903500
2000-09-01 21.803218824152697
2000-10-01 21.730422063421198
2000-11-01 21.876467639670100
2000-12-01 21.951131220775398
2001-01-01 21.929409517594900
2001-02-01 21.765241639018600
2001-03-01 21.649607916188604
2001-04-01 21.431583342495898
2001-05-01 20.838726492195800
2001-06-01 20.727114068578500
2001-07-01 20.522821913028900
2001-08-01 20.388319508843900
2001-09-01 20.193956150829802
2001-10-01 20.233419031444600
2001-11-01 20.171717344335303
2001-12-01 19.916489871243500
2002-01-01 20.129332855666900
2002-02-01 20.146044833630800
2002-03-01 20.140353076514000
2002-04-01 20.329083017532998
2002-05-01 20.273709659230700
2002-06-01 20.166794677269700
2002-07-01 20.231402266689700
2002-08-01 20.110483631579700
2002-09-01 20.051633175959700
2002-10-01 19.853434570973302
2002-11-01 19.246083578010303
2002-12-01 19.376274315569300
2003-01-01 19.636889746114100
2003-02-01 19.524404099231700
2003-03-01 19.696479508424602
2003-04-01 19.346453595119396
2003-05-01 19.338680169370900
2003-06-01 19.423727569003397
2003-07-01 19.252595946707398
2003-08-01 19.229941656328897
2003-09-01 19.082986135795696
2003-10-01 19.175583972175698
2003-11-01 19.107466854337300
2003-12-01 18.928569614844697
2004-01-01 18.840346137181600
2004-02-01 18.898862427355198
2004-03-01 18.773969466207800
2004-04-01 18.641208192084600
2004-05-01 18.588006747873603
2004-06-01 18.614175967373700
2004-07-01 18.697992706078400
2004-08-01 18.661636541134502
2004-09-01 18.657090008682900
2004-10-01 18.731382604988102
2004-11-01 18.802193652671800
2004-12-01 19.059445539255200
2005-01-01 18.588663036917400
2005-02-01 18.603568340778200
2005-03-01 18.757571391956603
2005-04-01 18.836472898958500
2005-05-01 18.915193633490500
2005-06-01 19.001166877439000
2005-07-01 19.166138091711400
2005-08-01 19.283120644653900
2005-09-01 19.416790670807200
2005-10-01 19.375789874622300
2005-11-01 20.059737172141100
2005-12-01 20.104270501655700
2006-01-01 19.393044871470398
2006-02-01 19.409396552485603
2006-03-01 19.275568840027102
2006-04-01 19.337848613595300
2006-05-01 19.231317677298400
2006-06-01 19.065899183592200
2006-07-01 18.804345302051100
2006-08-01 18.775535654783198
2006-09-01 18.762596709189400
2006-10-01 18.602513629966200
2006-11-01 19.276431507045398
2006-12-01 19.307094043008600
2007-01-01 18.792715111516500
2007-02-01 18.736578415576100
2007-03-01 18.786442089101900
2007-04-01 18.671685305466102
2007-05-01 18.541493261931898
2007-06-01 18.386197897242898
2007-07-01 18.286701989023600
2007-08-01 18.323916514504603
2007-09-01 18.297304986383700
2007-10-01 18.489432658051100
2007-11-01 19.165114505670600
2007-12-01 19.485294041956700
2008-01-01 18.434046004867300
2008-02-01 18.259611220534502
2008-03-01 18.131731509126800
2008-04-01 18.001211294910398
2008-05-01 17.929401823413500
2008-06-01 17.939160128727398
2008-07-01 17.901415835234200
2008-08-01 17.845206678600000
2008-09-01 17.728268685922500
2008-10-01 17.589811865398700
2008-11-01 17.607797469747500
2008-12-01 17.326182532103300
2009-01-01 17.245380316171300
2009-02-01 17.173104466487100
2009-03-01 15.750389564438200
2009-04-01 15.607142083811901
2009-05-01 15.564132260378600
2009-06-01 15.448914846917901
2009-07-01 15.596996266103401
2009-08-01 15.681316295272600
2009-09-01 15.885038885959199
2009-10-01 16.207860026007900
2009-11-01 15.814548791316700
2009-12-01 15.864043745027098
2010-01-01 16.277682629046400
2010-02-01 16.349535961451100
2010-03-01 16.458017017582300
2010-04-01 16.870903357410100
2010-05-01 16.981411553280000
2010-06-01 17.229424583638900
2010-07-01 17.310970600223598
2010-08-01 17.461384020029097
2010-09-01 17.499200651024500
2010-10-01 17.648213362785803
2010-11-01 17.394775443523500
2010-12-01 17.476286488506000
2011-01-01 17.815609249103400
2011-02-01 17.983977797656000
2011-03-01 18.107673101158200
2011-04-01 18.038338414036400
2011-05-01 18.206246556433200
2011-06-01 18.159882079262800
2011-07-01 18.063155340594700
2011-08-01 17.985675752185300
2011-09-01 17.832180925720300
2011-10-01 17.781775192974600
2011-11-01 17.728645620583000
2011-12-01 17.529289586668600
2012-01-01 17.809596854116100
2012-02-01 17.815363426119102
2012-03-01 17.759888847511900
2012-04-01 17.699487656901500
2012-05-01 17.595308603970302
2012-06-01 17.547278700248498
2012-07-01 17.459368975116700
2012-08-01 17.313132029029802
2012-09-01 17.344955982791700
2012-10-01 17.281998850631098
2012-11-01 17.187392051851100
2012-12-01 17.052067683581800
2013-01-01 17.098607024044800
2013-02-01 17.060627965991800
2013-03-01 16.927708932007597
2013-04-01 16.880930073682800
2013-05-01 16.809850463632600
2013-06-01 16.682681290586600
2013-07-01 16.689611901377900
2013-08-01 16.519121747229700
2013-09-01 16.419854345615000
2013-10-01 16.354334390212900
2013-11-01 16.406599547256700
2013-12-01 16.453962205971198
2014-01-01 16.495751472252300
2014-02-01 16.249225641147802
2014-03-01 16.318391887917900
2014-04-01 16.258741998985200
2014-05-01 16.247564042238700
2014-06-01 16.305211168240100
2014-07-01 16.334980664688600
2014-08-01 16.504323186920700
2014-09-01 16.478745568209500
2014-10-01 16.492676615369500
2014-11-01 16.412546116929600
2014-12-01 16.487459919989300
2015-01-01 16.624536107599100
2015-02-01 16.442175430974800
2015-03-01 16.325037304937800
2015-04-01 16.343851228947802
2015-05-01 16.348169083715200
2015-06-01 16.308336478146000
2015-07-01 16.265702935946200
2015-08-01 16.298781570791700
2015-09-01 16.537157325636100
2015-10-01 16.444696794335698
2015-11-01 16.506320869163500
2015-12-01 16.445743608144300
2016-01-01 16.460426803683600
2016-02-01 16.464988977787300
2016-03-01 16.518308698429700
2016-04-01 16.524727273295300
2016-05-01 16.438836855290898
2016-06-01 16.493793878801500
2016-07-01 16.468143571011698
2016-08-01 16.393202178494800
2016-09-01 16.306708762372200
2016-10-01 16.306740357979900
2016-11-01 16.205975079150600
2016-12-01 16.111498885674200
2017-01-01 16.196749566379598
2017-02-01 16.291613230416697
2017-03-01 16.216071150282700
2017-04-01 16.417186768186000
2017-05-01 16.314786806886000
2017-06-01 16.176499312372100
2017-07-01 16.159811230344600
2017-08-01 16.181825881827802
2017-09-01 16.281151363805098
2017-10-01 16.292432429663400
2017-11-01 16.384897037392700
2017-12-01 16.451135839140200
2018-01-01 16.629138632724800
2018-02-01 16.645691692965800
2018-03-01 16.814851738974200
2018-04-01 16.929692038208200
2018-05-01 17.015383620260000
2018-06-01 17.050657325889098
2018-07-01 17.130262173032000
2018-08-01 17.142571931322000
2018-09-01 17.178125732458803
2018-10-01 17.173787074679698
2018-11-01 17.160043031664000
2018-12-01 17.164520906941000
2019-01-01 16.587920792958800
2019-02-01 16.575767144187400
2019-03-01 16.629523623575900
2019-04-01 16.568834065451100
2019-05-01 16.423164016808200
2019-06-01 16.402427047849400
2019-07-01 16.300678366825200
2019-08-01 16.289741842170200
2019-09-01 16.292467870303100
2019-10-01 16.050970039226502
2019-11-01 16.336705607236200
2019-12-01 16.291097204356998
2020-01-01 16.156423228259200
2020-02-01 16.081461296685198
2020-03-01 15.753049070880499
2020-04-01 11.795608030130300
2020-05-01 12.324383475095699
2020-06-01 13.851350940063698
2020-07-01 13.957189593008199
2020-08-01 13.939826381429300
2020-09-01 13.912356360976801
2020-10-01 13.936387102580600
2020-11-01 14.043436944462400
2020-12-01 13.947097936715698
2021-01-01 13.732558714560600
2021-02-01 13.655924756508300
2021-03-01 13.556239471858099
2021-04-01 13.392477926295099
2021-05-01 13.505831757110801
2021-06-01 13.600881317236600
2021-07-01 13.534999681140000
2021-08-01 13.615912663207300
2021-09-01 13.508787721264500
2021-10-01 13.739307408913698
2021-11-01 13.786446941176699
2021-12-01 13.820330256231100
2022-01-01 13.974964125777000
2022-02-01 14.128372653183000
2022-03-01 14.148169877264000
2022-04-01 14.251524880656600
2022-05-01 14.078862093542700
2022-06-01 13.982346990581998
2022-07-01 13.920594438818000
2022-08-01 13.819366923590099
2022-09-01 13.879032687741900
2022-10-01 13.561944923677000
2022-11-01 13.235428969973400
2022-12-01 13.269231835284700

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