Table Data - All Employees: Retail Trade: Sporting Goods, Hobby, Musical Instrument, and Book Stores in Pennsylvania (DISCONTINUED)

Title All Employees: Retail Trade: Sporting Goods, Hobby, Musical Instrument, and Book Stores in Pennsylvania (DISCONTINUED)
Series ID SMU42000004245100001SA
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 24.938852087271300
1990-02-01 25.108600623290602
1990-03-01 24.634477932463604
1990-04-01 24.208700834541396
1990-05-01 24.291944838792200
1990-06-01 24.407021343762697
1990-07-01 24.070585137263397
1990-08-01 24.320288452712003
1990-09-01 24.402750780998100
1990-10-01 23.904324790410598
1990-11-01 23.884707920036696
1990-12-01 23.197099842731400
1991-01-01 23.981087053159104
1991-02-01 23.494683690705600
1991-03-01 23.620288376987800
1991-04-01 23.525841549365698
1991-05-01 23.283522256687398
1991-06-01 23.330023617557900
1991-07-01 23.466507390931802
1991-08-01 23.640035122102000
1991-09-01 23.393707084233302
1991-10-01 23.395562549905000
1991-11-01 23.449345570863000
1991-12-01 23.064398786436200
1992-01-01 23.831457652846698
1992-02-01 23.792709523125897
1992-03-01 23.807662743805103
1992-04-01 24.334974749265200
1992-05-01 24.166234307662200
1992-06-01 24.056712222744700
1992-07-01 24.075261436160197
1992-08-01 23.795744430287400
1992-09-01 23.727314659928002
1992-10-01 24.268647930477400
1992-11-01 23.669596069934800
1992-12-01 23.796972241391100
1993-01-01 23.485066632829200
1993-02-01 23.784008678509900
1993-03-01 23.699813031799998
1993-04-01 23.646480149182200
1993-05-01 23.728170068975500
1993-06-01 23.773348695681400
1993-07-01 23.810075207866900
1993-08-01 23.695324544544100
1993-09-01 23.895806861020603
1993-10-01 24.352061581560896
1993-11-01 23.675249477340300
1993-12-01 23.190794156118102
1994-01-01 24.720391062521802
1994-02-01 25.060493399714698
1994-03-01 25.177206765850300
1994-04-01 25.055891320196000
1994-05-01 24.799384099278196
1994-06-01 25.365625555768000
1994-07-01 25.983277580780100
1994-08-01 26.312112950643897
1994-09-01 26.386625280766200
1994-10-01 26.270031188813500
1994-11-01 26.256059780842900
1994-12-01 26.494382620095802
1995-01-01 26.423676432327800
1995-02-01 26.114028223225700
1995-03-01 26.045076743100200
1995-04-01 25.964657230446100
1995-05-01 25.973476211520600
1995-06-01 26.142417056206200
1995-07-01 25.970143654298200
1995-08-01 26.210549760482603
1995-09-01 26.085139903151102
1995-10-01 26.627286944250102
1995-11-01 26.769849731363397
1995-12-01 27.009415709613698
1996-01-01 26.683484688413000
1996-02-01 26.664553901591802
1996-03-01 26.708476648040300
1996-04-01 26.761835671148300
1996-05-01 26.877498570694197
1996-06-01 26.703506495138600
1996-07-01 26.156856091307700
1996-08-01 26.249618566447300
1996-09-01 26.385079550855800
1996-10-01 26.376505583044896
1996-11-01 26.420411811087103
1996-12-01 26.582292205475696
1997-01-01 26.538633710692395
1997-02-01 26.632892852982300
1997-03-01 26.685941155074700
1997-04-01 26.731204114823500
1997-05-01 26.578505323072000
1997-06-01 26.655727714156498
1997-07-01 26.611900979617200
1997-08-01 26.549222581539198
1997-09-01 26.955326705816997
1997-10-01 26.909139571956395
1997-11-01 27.425945178579397
1997-12-01 27.521883334910303
1998-01-01 27.590098815816300
1998-02-01 27.707417804124102
1998-03-01 27.661493720016498
1998-04-01 27.706455327679200
1998-05-01 27.708974104681896
1998-06-01 27.609578213045502
1998-07-01 27.543246523821200
1998-08-01 27.398937355398502
1998-09-01 27.257011564890800
1998-10-01 27.303727719659400
1998-11-01 27.463644423468300
1998-12-01 27.448716959755398
1999-01-01 27.052168693252696
1999-02-01 27.392500900252198
1999-03-01 27.637892765128303
1999-04-01 27.102149201244195
1999-05-01 27.242114160652800
1999-06-01 27.279337267324200
1999-07-01 27.945065861811102
1999-08-01 27.722771494948300
1999-09-01 27.589437594657802
1999-10-01 27.889782513646303
1999-11-01 27.617386032529300
1999-12-01 28.011309424022304
2000-01-01 28.022011857991000
2000-02-01 28.084929397438998
2000-03-01 28.110774027052898
2000-04-01 28.813612478434100
2000-05-01 28.888890883361697
2000-06-01 29.076899055123300
2000-07-01 28.943137185504604
2000-08-01 29.035705348464000
2000-09-01 28.992386708765500
2000-10-01 28.926567639429603
2000-11-01 29.062818394033300
2000-12-01 28.886385102947003
2001-01-01 29.225961349957300
2001-02-01 28.895975753387297
2001-03-01 28.883616028694803
2001-04-01 28.824283680695100
2001-05-01 28.604830535589900
2001-06-01 28.578272168792600
2001-07-01 28.437260679566100
2001-08-01 28.288544138797600
2001-09-01 28.581313255007302
2001-10-01 28.079261289740700
2001-11-01 27.680695272300000
2001-12-01 27.566634274189300
2002-01-01 27.642802471542897
2002-02-01 27.591766727999897
2002-03-01 27.342875353162604
2002-04-01 27.131408233031202
2002-05-01 27.109939333113500
2002-06-01 27.108373813321200
2002-07-01 26.912632077800602
2002-08-01 26.859086989884500
2002-09-01 26.976326897359500
2002-10-01 26.542120302135700
2002-11-01 26.697358723071800
2002-12-01 27.350623023194300
2003-01-01 26.558528688478700
2003-02-01 26.673311838907200
2003-03-01 26.818971853464603
2003-04-01 26.935937431432098
2003-05-01 26.871396023412600
2003-06-01 26.930417057102197
2003-07-01 27.174267704919700
2003-08-01 27.435602163402100
2003-09-01 27.495280777552100
2003-10-01 27.957595860449000
2003-11-01 27.817766649700605
2003-12-01 28.120389232618198
2004-01-01 27.365721162431697
2004-02-01 27.246653361986100
2004-03-01 27.203731130115000
2004-04-01 26.928451674393000
2004-05-01 26.822064449444000
2004-06-01 26.649404349306900
2004-07-01 26.319467600469604
2004-08-01 26.096584087126498
2004-09-01 26.153962642206302
2004-10-01 26.571821047324600
2004-11-01 26.171473252177500
2004-12-01 25.971094377886000
2005-01-01 25.956600332542600
2005-02-01 26.131822902998100
2005-03-01 26.110373679207395
2005-04-01 25.908638002894897
2005-05-01 25.862229700462198
2005-06-01 25.525832934112900
2005-07-01 25.876764946060500
2005-08-01 25.665006392691602
2005-09-01 25.634948596168606
2005-10-01 25.306071978398197
2005-11-01 24.724958304248702
2005-12-01 25.003047627909304
2006-01-01 25.227840582481700
2006-02-01 25.006152799591300
2006-03-01 24.818985603263300
2006-04-01 24.896162023790500
2006-05-01 24.939528906628603
2006-06-01 24.587878048904400
2006-07-01 24.528307071614500
2006-08-01 24.548438558516900
2006-09-01 24.233901023856300
2006-10-01 24.034098575007000
2006-11-01 23.963447118682900
2006-12-01 23.993966002185804
2007-01-01 24.093661281762200
2007-02-01 23.981106390400000
2007-03-01 24.031979579177800
2007-04-01 24.097971785577002
2007-05-01 24.035799537372900
2007-06-01 24.038345560607500
2007-07-01 23.902100559369398
2007-08-01 23.851552899360104
2007-09-01 23.741725735415002
2007-10-01 23.767864234493700
2007-11-01 23.362222138741700
2007-12-01 23.326641788359300
2008-01-01 23.885863978674998
2008-02-01 23.950747356222100
2008-03-01 24.035161663214502
2008-04-01 24.193978790934100
2008-05-01 24.257854999584104
2008-06-01 24.415855506614104
2008-07-01 24.392546310268504
2008-08-01 24.576513870003500
2008-09-01 24.657400019716100
2008-10-01 24.691754351577000
2008-11-01 24.114795426699300
2008-12-01 24.317031256403000
2009-01-01 24.692910453711700
2009-02-01 24.229292617923196
2009-03-01 23.628658084678396
2009-04-01 23.789460942551102
2009-05-01 23.777044382419600
2009-06-01 24.018431064626900
2009-07-01 24.115536229043304
2009-08-01 24.016317960214895
2009-09-01 24.177312028794198
2009-10-01 24.297342749344600
2009-11-01 24.729500634051300
2009-12-01 24.596772929962803
2010-01-01 24.518778618099198
2010-02-01 24.298931465441400
2010-03-01 24.608705332962700
2010-04-01 24.487632630658304
2010-05-01 24.494313568294600
2010-06-01 24.551734348305900
2010-07-01 24.439053847275602
2010-08-01 24.264116002947100
2010-09-01 23.710764962786500
2010-10-01 24.103536588356000
2010-11-01 24.019966154083000
2010-12-01 24.057948403294397
2011-01-01 23.927597760228100
2011-02-01 24.101920909128104
2011-03-01 23.886818909674002
2011-04-01 24.083113492908000
2011-05-01 24.004639076036803
2011-06-01 23.789752464077000
2011-07-01 23.880251129479397
2011-08-01 23.890582994232897
2011-09-01 23.956457584661800
2011-10-01 23.595141025857302
2011-11-01 23.714953429904200
2011-12-01 23.226300316412100
2012-01-01 23.823051543725100
2012-02-01 23.822503889275602
2012-03-01 23.784534964843196
2012-04-01 23.767958306938500
2012-05-01 23.806000274749497
2012-06-01 23.727103073755302
2012-07-01 23.709548391924898
2012-08-01 23.787865421426300
2012-09-01 23.807960124799600
2012-10-01 23.895064145541600
2012-11-01 24.245796151342002
2012-12-01 23.198634358397697
2013-01-01 23.706437375278696
2013-02-01 23.953059626636897
2013-03-01 24.086350030453200
2013-04-01 24.050828701038700
2013-05-01 24.211887799304200
2013-06-01 24.254377805896603
2013-07-01 24.307475156075895
2013-08-01 24.252165894734100
2013-09-01 24.353983555892700
2013-10-01 25.191986628169900
2013-11-01 25.243913059934002
2013-12-01 25.116597685731396
2014-01-01 24.791868128858198
2014-02-01 24.552645926863200
2014-03-01 24.694567741486200
2014-04-01 24.527135984506696
2014-05-01 24.407875869804800
2014-06-01 24.657825878685898
2014-07-01 24.457453674678398
2014-08-01 24.701322528653698
2014-09-01 24.901420753579696
2014-10-01 25.024585078263502
2014-11-01 25.307758869627300
2014-12-01 25.371287276648400
2015-01-01 25.077917487371803
2015-02-01 24.733287150335897
2015-03-01 24.698087196289500
2015-04-01 24.782758733610397
2015-05-01 24.789701280774697
2015-06-01 24.620805130017300
2015-07-01 24.571352681218200
2015-08-01 24.640913812639397
2015-09-01 24.430417881657200
2015-10-01 24.376563935796900
2015-11-01 24.957850204415497
2015-12-01 24.635228065414502
2016-01-01 24.150653673625400
2016-02-01 24.264354658890000
2016-03-01 24.284784544271602
2016-04-01 24.207620122314000
2016-05-01 24.158868290770002
2016-06-01 23.967930931660500
2016-07-01 24.261959667788200
2016-08-01 24.060664837775100
2016-09-01 23.929995431815500
2016-10-01 23.843937648176198
2016-11-01 23.669761126414600
2016-12-01 23.800002027572305
2017-01-01 23.529769771795802
2017-02-01 23.458833045316200
2017-03-01 23.141451985314003
2017-04-01 22.919940332005897
2017-05-01 22.717774184692697
2017-06-01 22.501335134800602
2017-07-01 22.254092371959700
2017-08-01 22.174927016586300
2017-09-01 21.889237385800900
2017-10-01 21.972802521696803
2017-11-01 22.818792796965500
2017-12-01 22.365854014643300
2018-01-01 21.819407370846100
2018-02-01 21.654753090439200
2018-03-01 21.365954254086898
2018-04-01 21.440661634307500
2018-05-01 21.261034098997100
2018-06-01 20.910598646442000
2018-07-01 19.950429136644800
2018-08-01 19.982734784082503
2018-09-01 19.735880490511200
2018-10-01 19.580158816559700
2018-11-01 19.464460864021600
2018-12-01 19.147949808210896
2019-01-01 19.742960032732398
2019-02-01 19.681855195452002
2019-03-01 19.791737489629700
2019-04-01 19.566113890588500
2019-05-01 19.186247709792500
2019-06-01 19.291181869117800
2019-07-01 19.352435754131800
2019-08-01 19.301053735910300
2019-09-01 19.176610028306502
2019-10-01 19.063849513321102
2019-11-01 18.389375783355103
2019-12-01 18.633981246399500
2020-01-01 18.779980278989000
2020-02-01 18.946211023873502
2020-03-01 18.516133165841104
2020-04-01 8.202638141331650
2020-05-01 10.508444930280800
2020-06-01 13.770977594528999
2020-07-01 15.242552186883900
2020-08-01 15.818071442495599
2020-09-01 16.233717559364802
2020-10-01 16.451186277834800
2020-11-01 15.885896475515098
2020-12-01 16.448635219092100
2021-01-01 16.741426422071800
2021-02-01 16.723029773323600
2021-03-01 17.062258431008100
2021-04-01 17.048714934230002
2021-05-01 17.327362427693700
2021-06-01 17.273627623100200
2021-07-01 17.248606047997300
2021-08-01 17.162125641277800
2021-09-01 16.904135256596000
2021-10-01 16.735741423092600
2021-11-01 16.535251702549800
2021-12-01 16.272797939204303
2022-01-01 16.694293190753697
2022-02-01 16.919663587019500
2022-03-01 16.923029439999900
2022-04-01 17.013754890590200
2022-05-01 16.958439248006900
2022-06-01 16.999582412031600
2022-07-01 17.074768459834900
2022-08-01 16.627534492670698
2022-09-01 16.498376608711400
2022-10-01 16.440829061471100
2022-11-01 15.833007045434101
2022-12-01 16.086801034488200

Back to Top