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

Title All Employees: Retail Trade in Reading, PA (MSA)
Series ID SMU42397404200000001SA
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 2026-03-01
Last Updated 2026-05-07 9:59 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 18.3390646473061
1990-02-01 18.4298398642413
1990-03-01 18.4096740710373
1990-04-01 18.0228442720871
1990-05-01 17.8616341808291
1990-06-01 17.8402944017615
1990-07-01 17.8495298916428
1990-08-01 17.7687493956209
1990-09-01 17.7113816367124
1990-10-01 18.2650540040736
1990-11-01 17.9732857494678
1990-12-01 17.8431040634356
1991-01-01 17.7223658006240
1991-02-01 17.4268016703917
1991-03-01 17.2969295765984
1991-04-01 17.3215445257659
1991-05-01 17.2614657922566
1991-06-01 17.2563046734611
1991-07-01 16.8641626386777
1991-08-01 17.1790678182077
1991-09-01 17.2145623288329
1991-10-01 16.9606582004716
1991-11-01 16.8799759131417
1991-12-01 16.6436067149145
1992-01-01 17.7764380417044
1992-02-01 17.9175218843952
1992-03-01 17.9847991639260
1992-04-01 18.0208954746290
1992-05-01 18.0652976054964
1992-06-01 18.0788843599708
1992-07-01 17.9977233454840
1992-08-01 17.8923956640942
1992-09-01 17.8210729450661
1992-10-01 17.5494362706239
1992-11-01 17.5967697561884
1992-12-01 17.6464074021197
1993-01-01 18.4220795882735
1993-02-01 18.3842290359930
1993-03-01 18.0671566151067
1993-04-01 18.5132103777904
1993-05-01 18.5695329837604
1993-06-01 18.4031072386768
1993-07-01 18.7508790077057
1993-08-01 18.7187492566106
1993-09-01 18.8549213922733
1993-10-01 18.1314106916630
1993-11-01 18.2117028091068
1993-12-01 18.2372729822123
1994-01-01 18.1406880526417
1994-02-01 18.1321531485683
1994-03-01 18.3557635399308
1994-04-01 18.2109774596244
1994-05-01 18.2801911824030
1994-06-01 18.3337091027694
1994-07-01 18.4067294210463
1994-08-01 18.5473437329287
1994-09-01 18.7103887204256
1994-10-01 18.7130390751885
1994-11-01 18.7139056929144
1994-12-01 18.7114930336337
1995-01-01 18.8700756365685
1995-02-01 18.7774251360952
1995-03-01 18.6412232427654
1995-04-01 18.5106546123034
1995-05-01 18.3914558347319
1995-06-01 18.4559751839077
1995-07-01 18.3566653286599
1995-08-01 18.3799232550271
1995-09-01 18.5842063861587
1995-10-01 18.4021301663574
1995-11-01 18.3039625741640
1995-12-01 18.2744217221551
1996-01-01 18.1033854706901
1996-02-01 18.6314086948625
1996-03-01 18.5321105153797
1996-04-01 18.9167673779286
1996-05-01 19.0096651768142
1996-06-01 19.0659034627514
1996-07-01 19.6779843257111
1996-08-01 19.9012712887934
1996-09-01 19.9517190054564
1996-10-01 20.3076768164417
1996-11-01 20.3983556818189
1996-12-01 20.5443168272686
1997-01-01 20.6702897642253
1997-02-01 20.6990272711047
1997-03-01 20.9169656714573
1997-04-01 20.5183017182477
1997-05-01 20.4117642487621
1997-06-01 20.5603805194334
1997-07-01 20.5742675292982
1997-08-01 20.6233031961757
1997-09-01 20.4034714724049
1997-10-01 20.5361080968001
1997-11-01 20.6028755871601
1997-12-01 20.6203748021233
1998-01-01 20.5519699711232
1998-02-01 20.3793749760061
1998-03-01 20.3965600088933
1998-04-01 20.4306489955725
1998-05-01 20.4184206333085
1998-06-01 20.3481011334466
1998-07-01 20.3366770052459
1998-08-01 20.3313300933381
1998-09-01 20.3146923157903
1998-10-01 20.3855562897295
1998-11-01 20.4202164665204
1998-12-01 20.4148989334754
1999-01-01 20.3513281208478
1999-02-01 20.4848033160708
1999-03-01 20.5677258104329
1999-04-01 20.6482367349511
1999-05-01 20.6180499514137
1999-06-01 20.7297901907947
1999-07-01 20.8906550662963
1999-08-01 20.6309094863577
1999-09-01 20.8824436587230
1999-10-01 21.0313185035767
1999-11-01 21.0517423912299
1999-12-01 21.1277761991779
2000-01-01 21.4627385269305
2000-02-01 21.3031861482010
2000-03-01 21.3478356790829
2000-04-01 21.0681074985623
2000-05-01 21.0247497270474
2000-06-01 21.1015810416895
2000-07-01 20.5416351454825
2000-08-01 20.5108693316524
2000-09-01 20.5296964666151
2000-10-01 20.4630742969942
2000-11-01 20.5029547293963
2000-12-01 20.4646127829026
2001-01-01 20.3722022185450
2001-02-01 20.3179269799022
2001-03-01 20.2322258041540
2001-04-01 20.2855786094759
2001-05-01 20.2143003634070
2001-06-01 20.2820101136098
2001-07-01 20.2083895753450
2001-08-01 20.2002279303878
2001-09-01 20.1919122433429
2001-10-01 19.9651059882657
2001-11-01 20.0451296503373
2001-12-01 19.9958424566858
2002-01-01 20.0763273873398
2002-02-01 20.0306466066203
2002-03-01 20.1260109048269
2002-04-01 19.9961647636854
2002-05-01 20.0060894373663
2002-06-01 19.9737985214751
2002-07-01 19.9856938310109
2002-08-01 20.1920221903393
2002-09-01 19.9734587996472
2002-10-01 19.6581148153149
2002-11-01 19.4756830354002
2002-12-01 19.4308436752778
2003-01-01 19.1607757806079
2003-02-01 19.1390794958128
2003-03-01 19.2140036732435
2003-04-01 19.5916305602362
2003-05-01 19.4917022190050
2003-06-01 19.6883679695222
2003-07-01 19.3747862675213
2003-08-01 19.8976527056997
2003-09-01 19.8856248860435
2003-10-01 19.9457735587173
2003-11-01 19.8838519202282
2003-12-01 19.8497183009535
2004-01-01 20.1430342911787
2004-02-01 20.2443337596957
2004-03-01 20.2071986844130
2004-04-01 20.0691567331724
2004-05-01 20.1768737534898
2004-06-01 20.1059045139424
2004-07-01 20.1628682481718
2004-08-01 20.1094164344356
2004-09-01 20.1275922338562
2004-10-01 20.4468818197490
2004-11-01 20.5852341791759
2004-12-01 20.4768098325566
2005-01-01 20.4095985429173
2005-02-01 20.4274905035875
2005-03-01 20.3882495397761
2005-04-01 20.3451992025360
2005-05-01 20.2586272626791
2005-06-01 20.2330832728789
2005-07-01 20.2521337623983
2005-08-01 20.2318408436946
2005-09-01 20.3780361300448
2005-10-01 20.3557080512013
2005-11-01 20.3754297982813
2005-12-01 20.2914577800172
2006-01-01 20.3887916711264
2006-02-01 20.3104763042362
2006-03-01 20.3760834305178
2006-04-01 20.5235325702904
2006-05-01 20.4425151504422
2006-06-01 20.4439464903737
2006-07-01 20.4392560426917
2006-08-01 20.5448445285118
2006-09-01 20.3118630651316
2006-10-01 20.3753504355086
2006-11-01 20.4640058759018
2006-12-01 20.5272642627259
2007-01-01 20.4808253382340
2007-02-01 20.4003100832841
2007-03-01 20.3632390372443
2007-04-01 20.3008804593244
2007-05-01 20.3212317977639
2007-06-01 20.2455236163145
2007-07-01 20.2251141812805
2007-08-01 20.0418737497529
2007-09-01 19.9342019293862
2007-10-01 19.9940665730055
2007-11-01 20.0602712531896
2007-12-01 20.0596611755307
2008-01-01 20.1964500113341
2008-02-01 20.1947801861259
2008-03-01 20.1660989959497
2008-04-01 20.0864852898155
2008-05-01 19.9959981451416
2008-06-01 19.9237114989639
2008-07-01 19.8048591850726
2008-08-01 19.9282010284971
2008-09-01 20.0485770695226
2008-10-01 20.1122606583593
2008-11-01 19.7696156945755
2008-12-01 19.8020314619864
2009-01-01 19.6128026030402
2009-02-01 19.7850411502693
2009-03-01 19.5680880855343
2009-04-01 19.3807627935280
2009-05-01 19.4795672166591
2009-06-01 19.4976579407130
2009-07-01 19.3822130399089
2009-08-01 19.4079090608946
2009-09-01 19.3595826926412
2009-10-01 19.3237036572188
2009-11-01 19.2884746888988
2009-12-01 19.0304351965749
2010-01-01 19.0373307955729
2010-02-01 18.9704227782287
2010-03-01 19.0731506693607
2010-04-01 19.1784136506999
2010-05-01 19.1792145696709
2010-06-01 19.0665346192378
2010-07-01 19.0622419746948
2010-08-01 19.0882020778923
2010-09-01 19.0611728234419
2010-10-01 19.2337765002239
2010-11-01 19.2985207315363
2010-12-01 19.3543629173147
2011-01-01 19.4623997691703
2011-02-01 19.5677579480765
2011-03-01 19.4809675257083
2011-04-01 19.5666926973613
2011-05-01 19.5880819290949
2011-06-01 19.5408867606106
2011-07-01 19.5457673517140
2011-08-01 19.4627221387903
2011-09-01 19.4613601949532
2011-10-01 19.3471084079140
2011-11-01 19.3030721744298
2011-12-01 19.3645879414181
2012-01-01 19.3898658439265
2012-02-01 19.2644734532502
2012-03-01 19.2945507458999
2012-04-01 19.1603560935387
2012-05-01 19.1970059092519
2012-06-01 19.3206243091874
2012-07-01 19.3257639141124
2012-08-01 19.3440448206593
2012-09-01 19.2558490552493
2012-10-01 19.0592331766873
2012-11-01 19.2040342816273
2012-12-01 19.0739976925260
2013-01-01 19.3096403939777
2013-02-01 19.4687651867623
2013-03-01 19.5022403059187
2013-04-01 19.3554561332860
2013-05-01 19.2061543373117
2013-06-01 19.2133774082928
2013-07-01 19.0041218508997
2013-08-01 19.1267477980201
2013-09-01 19.1482875585127
2013-10-01 19.1664447971147
2013-11-01 19.2111352576373
2013-12-01 19.1867338740760
2014-01-01 19.0228625809662
2014-02-01 18.9628466279719
2014-03-01 19.0087525078152
2014-04-01 19.0503910294164
2014-05-01 19.0125170613070
2014-06-01 19.2126347070785
2014-07-01 18.9840521025113
2014-08-01 19.0220296589755
2014-09-01 19.0381587033345
2014-10-01 18.9683559861165
2014-11-01 19.0188030250825
2014-12-01 18.9159780611841
2015-01-01 18.8242378603864
2015-02-01 18.8563724118424
2015-03-01 18.9106253249686
2015-04-01 18.9363317360952
2015-05-01 19.1062773466580
2015-06-01 19.1164652901849
2015-07-01 19.1683261141905
2015-08-01 19.2238676868188
2015-09-01 19.2339011833153
2015-10-01 19.2760885407843
2015-11-01 19.2361222293923
2015-12-01 19.2593290310434
2016-01-01 19.1085651043315
2016-02-01 19.2365811067778
2016-03-01 19.3079288355530
2016-04-01 19.3154412479184
2016-05-01 19.2932435683113
2016-06-01 19.2212082777178
2016-07-01 19.2576207992115
2016-08-01 19.2342035808326
2016-09-01 19.1353272666909
2016-10-01 19.1874182197882
2016-11-01 19.1672233828825
2016-12-01 19.2047791187120
2017-01-01 19.1820270068413
2017-02-01 19.1084435429664
2017-03-01 18.8887904454341
2017-04-01 18.7923306509299
2017-05-01 18.6870508223501
2017-06-01 18.7271243101985
2017-07-01 18.7559561015426
2017-08-01 18.6422039111752
2017-09-01 18.7454945775230
2017-10-01 18.6954576657805
2017-11-01 18.7089284687314
2017-12-01 18.6460325467435
2018-01-01 18.7520584840498
2018-02-01 18.7682154164336
2018-03-01 18.7573326781203
2018-04-01 18.7695940091948
2018-05-01 18.7905801449682
2018-06-01 18.7400978502464
2018-07-01 18.6638712254230
2018-08-01 18.6554051443528
2018-09-01 18.6557483489914
2018-10-01 18.4925142157164
2018-11-01 18.5406804741593
2018-12-01 18.4779797593254
2019-01-01 18.5380190628780
2019-02-01 18.4308473909062
2019-03-01 18.5158147773838
2019-04-01 18.6477968475197
2019-05-01 18.6016757149746
2019-06-01 18.5549148980666
2019-07-01 18.4852327048389
2019-08-01 18.4638300058954
2019-09-01 18.3547713591221
2019-10-01 18.3840796585009
2019-11-01 18.5669170047900
2019-12-01 18.4010618481568
2020-01-01 18.3328535360004
2020-02-01 18.4079215723102
2020-03-01 18.3752281927856
2020-04-01 13.7314913765027
2020-05-01 15.0104711836549
2020-06-01 16.9659939064313
2020-07-01 17.4071691004581
2020-08-01 17.3681334857125
2020-09-01 17.4478730284694
2020-10-01 17.6736976107824
2020-11-01 17.5893698825715
2020-12-01 17.7241318764130
2021-01-01 17.9356495496989
2021-02-01 17.8956011960524
2021-03-01 17.9328456552839
2021-04-01 17.9214057604260
2021-05-01 18.0157929723077
2021-06-01 17.9694436538739
2021-07-01 18.1247155511692
2021-08-01 18.1712441549000
2021-09-01 18.2353392992559
2021-10-01 18.5603558250913
2021-11-01 18.5233640889014
2021-12-01 18.5475561702700
2022-01-01 18.5405433618961
2022-02-01 18.7883680451485
2022-03-01 18.7017417876212
2022-04-01 18.7098475032964
2022-05-01 18.6066394478644
2022-06-01 18.4619527977235
2022-07-01 18.6373908431632
2022-08-01 18.6798726660967
2022-09-01 18.7226208927742
2022-10-01 18.6534653669028
2022-11-01 18.6551771488358
2022-12-01 18.6746162137525
2023-01-01 18.6545276085207
2023-02-01 18.5897939498566
2023-03-01 18.5718664523552
2023-04-01 18.5914535252121
2023-05-01 18.5855663712361
2023-06-01 18.6447677932125
2023-07-01 18.6480497565680
2023-08-01 18.6896546007705
2023-09-01 18.7118636158642
2023-10-01 18.5537368817460
2023-11-01 18.6911940849800
2023-12-01 18.5963862695877
2024-01-01 18.7693826445716
2024-02-01 18.6979150350660
2024-03-01 18.7550470180927
2024-04-01 18.6664520873139
2024-05-01 18.7549238356905
2024-06-01 18.7236920040642
2024-07-01 18.7553159308546
2024-08-01 18.6975139513111
2024-09-01 18.7122253269306
2024-10-01 18.7602240865832
2024-11-01 18.6177556265534
2024-12-01 18.7129184817598
2025-01-01 18.6825762425112
2025-02-01 18.8051685851306
2025-03-01 18.7393171215682
2025-04-01 18.8491328236306
2025-05-01 18.8300697759132
2025-06-01 18.8082811757024
2025-07-01 18.6556841353624
2025-08-01 18.7040362918675
2025-09-01 18.7180317519842
2025-10-01 18.7608692018349
2025-11-01 18.6406439870236
2025-12-01 18.8200464650103
2026-01-01 18.7922281108463
2026-02-01 18.8050066314972
2026-03-01 18.9329259559063

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