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 2026-07-01
Last Updated 2026-08-21 6:44 PM 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 18.3400058565780
1990-02-01 18.4305642647822
1990-03-01 18.4103034751064
1990-04-01 18.0231302160844
1990-05-01 17.8617071205180
1990-06-01 17.8400676133221
1990-07-01 17.8490637335954
1990-08-01 17.7682243814445
1990-09-01 17.7104739009207
1990-10-01 18.2646456853322
1990-11-01 17.9724412714827
1990-12-01 17.8438348773923
1991-01-01 17.7233137846539
1991-02-01 17.4275309671497
1991-03-01 17.2975311743767
1991-04-01 17.3218235787320
1991-05-01 17.2615251399658
1991-06-01 17.2560464051073
1991-07-01 16.8637091312742
1991-08-01 17.1785436642536
1991-09-01 17.2136884018166
1991-10-01 16.9603036597215
1991-11-01 16.8792351292723
1991-12-01 16.6442601779044
1992-01-01 17.7774000636912
1992-02-01 17.9182107869854
1992-03-01 17.9853005884759
1992-04-01 18.0211499030891
1992-05-01 18.0653428269028
1992-06-01 18.0786098100067
1992-07-01 17.9973161357015
1992-08-01 17.8919240655542
1992-09-01 17.8202445669730
1992-10-01 17.5491643838785
1992-11-01 17.5961520731527
1992-12-01 17.6469714295685
1993-01-01 18.4230020842989
1993-02-01 18.3848384451060
1993-03-01 18.0675201383397
1993-04-01 18.5134090219038
1993-05-01 18.5695427777419
1993-06-01 18.4028401222197
1993-07-01 18.7505457389528
1993-08-01 18.7183783064044
1993-09-01 18.8541865601150
1993-10-01 18.1312739436588
1993-11-01 18.2112905797003
1993-12-01 18.2375529878139
1994-01-01 18.1415567589607
1994-02-01 18.1326763334822
1994-03-01 18.3559879295419
1994-04-01 18.2111193062565
1994-05-01 18.2801930864560
1994-06-01 18.3334516983765
1994-07-01 18.4064743389066
1994-08-01 18.5470866515439
1994-09-01 18.7097334136926
1994-10-01 18.7130285024329
1994-11-01 18.7137163250799
1994-12-01 18.7116198208025
1995-01-01 18.8707574108104
1995-02-01 18.7778184053308
1995-03-01 18.6413422941524
1995-04-01 18.5107247788859
1995-05-01 18.3914412417006
1995-06-01 18.4557650105426
1995-07-01 18.3564844301906
1995-08-01 18.3797801123965
1995-09-01 18.5836929220924
1995-10-01 18.4021963593829
1995-11-01 18.3039643155357
1995-12-01 18.2743949057917
1996-01-01 18.1038650517202
1996-02-01 18.6316612369871
1996-03-01 18.5321573340391
1996-04-01 18.9167907610379
1996-05-01 19.0096656113763
1996-06-01 19.0657673168715
1996-07-01 19.6778655543175
1996-08-01 19.9012231417534
1996-09-01 19.9513201443540
1996-10-01 20.3077286885925
1996-11-01 20.3984035007318
1996-12-01 20.5443577368141
1997-01-01 20.6705636724638
1997-02-01 20.6991736978418
1997-03-01 20.9169605301796
1997-04-01 20.5182899191747
1997-05-01 20.4117613996702
1997-06-01 20.5603098372175
1997-07-01 20.5741909545048
1997-08-01 20.6233137035441
1997-09-01 20.4032338005945
1997-10-01 20.5361322090278
1997-11-01 20.6029027737292
1997-12-01 20.6203988534414
1998-01-01 20.5521263687003
1998-02-01 20.3794640416539
1998-03-01 20.3965460338998
1998-04-01 20.4306329280041
1998-05-01 20.4184322712451
1998-06-01 20.3480540247683
1998-07-01 20.3366287669950
1998-08-01 20.3313440054790
1998-09-01 20.3145634914148
1998-10-01 20.3855758193439
1998-11-01 20.4202383560770
1998-12-01 20.4149197996204
1999-01-01 20.3513833469773
1999-02-01 20.4848540471040
1999-03-01 20.5677208323376
1999-04-01 20.6482269929830
1999-05-01 20.6180612910870
1999-06-01 20.7297611041258
1999-07-01 20.8906228170874
1999-08-01 20.6309105655795
1999-09-01 20.8824138886216
1999-10-01 21.0313221817521
1999-11-01 21.0517508657929
1999-12-01 21.1277885063146
2000-01-01 21.4627540017488
2000-02-01 21.3031961841715
2000-03-01 21.3478393721325
2000-04-01 21.0681044529670
2000-05-01 21.0247596075953
2000-06-01 21.1015698779380
2000-07-01 20.5416235176983
2000-08-01 20.5108657619682
2000-09-01 20.5296883565686
2000-10-01 20.4630739563772
2000-11-01 20.5029570924462
2000-12-01 20.4646168674824
2001-01-01 20.3722094006370
2001-02-01 20.3179304212603
2001-03-01 20.2322268543559
2001-04-01 20.2855788461555
2001-05-01 20.2142996282339
2001-06-01 20.2820070747684
2001-07-01 20.2083851212241
2001-08-01 20.2002288729744
2001-09-01 20.1919110576523
2001-10-01 19.9651057304563
2001-11-01 20.0451300192218
2001-12-01 19.9958430124254
2002-01-01 20.0763304009159
2002-02-01 20.0306471014970
2002-03-01 20.1260106060865
2002-04-01 19.9961649332190
2002-05-01 20.0060895570521
2002-06-01 19.9737974570623
2002-07-01 19.9856917109309
2002-08-01 20.1920233900614
2002-09-01 19.9734581944728
2002-10-01 19.6581146613896
2002-11-01 19.4756832320413
2002-12-01 19.4308437547503
2003-01-01 19.1607775562649
2003-02-01 19.1390796742539
2003-03-01 19.2140034040875
2003-04-01 19.5916305270958
2003-05-01 19.4917021370371
2003-06-01 19.6883673409573
2003-07-01 19.3747851072750
2003-08-01 19.8976532354626
2003-09-01 19.8856245577064
2003-10-01 19.9457736673181
2003-11-01 19.8838523792458
2003-12-01 19.8497183718123
2004-01-01 20.1430351576423
2004-02-01 20.2443338105681
2004-03-01 20.2071985611812
2004-04-01 20.0691565789198
2004-05-01 20.1768735581637
2004-06-01 20.1059043363415
2004-07-01 20.1628679043278
2004-08-01 20.1094163540732
2004-09-01 20.1275919874239
2004-10-01 20.4468818702015
2004-11-01 20.5852345880851
2004-12-01 20.4768098664961
2005-01-01 20.4095991094908
2005-02-01 20.4274905225137
2005-03-01 20.3882494341223
2005-04-01 20.3451990864947
2005-05-01 20.2586271319771
2005-06-01 20.2330831574211
2005-07-01 20.2521335291826
2005-08-01 20.2318407862600
2005-09-01 20.3780360522287
2005-10-01 20.3557080883143
2005-11-01 20.3754301735486
2005-12-01 20.2914577943518
2006-01-01 20.3887919466258
2006-02-01 20.3104762697662
2006-03-01 20.3760833527409
2006-04-01 20.5235324097585
2006-05-01 20.4425150555182
2006-06-01 20.4439464043951
2006-07-01 20.4392558971334
2006-08-01 20.5448444964889
2006-09-01 20.3118631871516
2006-10-01 20.3753505075927
2006-11-01 20.4640061832429
2006-12-01 20.5272643640562
2007-01-01 20.4808253936479
2007-02-01 20.4003098779362
2007-03-01 20.3632390408525
2007-04-01 20.3008801673231
2007-05-01 20.3212316662667
2007-06-01 20.2455235600066
2007-07-01 20.2251141489067
2007-08-01 20.0418737849974
2007-09-01 19.9342021982174
2007-10-01 19.9940667777159
2007-11-01 20.0602715362631
2007-12-01 20.0596613268750
2008-01-01 20.1964500340524
2008-02-01 20.1947797014733
2008-03-01 20.1660989267074
2008-04-01 20.0864847541045
2008-05-01 19.9959979152087
2008-06-01 19.9237114680375
2008-07-01 19.8048592619921
2008-08-01 19.9282012878311
2008-09-01 20.0485776478620
2008-10-01 20.1122611807251
2008-11-01 19.7696161117311
2008-12-01 19.8020317313598
2009-01-01 19.6128020706612
2009-02-01 19.7850402835602
2009-03-01 19.5680878104492
2009-04-01 19.3807619866715
2009-05-01 19.4795668527182
2009-06-01 19.4976579674530
2009-07-01 19.3822132183847
2009-08-01 19.4079094994329
2009-09-01 19.3595834646793
2009-10-01 19.3237058703800
2009-11-01 19.2884752587654
2009-12-01 19.0304358402226
2010-01-01 19.0373298498408
2010-02-01 18.9704192169378
2010-03-01 19.0731499162584
2010-04-01 19.1784126263379
2010-05-01 19.1792139948198
2010-06-01 19.0665345434336
2010-07-01 19.0622441777430
2010-08-01 19.0882030470905
2010-09-01 19.0611742094832
2010-10-01 19.2337806431215
2010-11-01 19.2985214039468
2010-12-01 19.3543635693808
2011-01-01 19.4623979287832
2011-02-01 19.5677479173121
2011-03-01 19.4809665728530
2011-04-01 19.5666925960702
2011-05-01 19.5880828316588
2011-06-01 19.5408886096220
2011-07-01 19.5457732322480
2011-08-01 19.4627236373064
2011-09-01 19.4613601245310
2011-10-01 19.3471111538163
2011-11-01 19.3030700472697
2011-12-01 19.3645875202233
2012-01-01 19.3898647562244
2012-02-01 19.2644599502376
2012-03-01 19.2945528674057
2012-04-01 19.1603595586738
2012-05-01 19.1970092082360
2012-06-01 19.3206269124428
2012-07-01 19.3257723879032
2012-08-01 19.3440448888388
2012-09-01 19.2558441414975
2012-10-01 19.0592303425648
2012-11-01 19.2040311092789
2012-12-01 19.0740040598610
2013-01-01 19.3096077317973
2013-02-01 19.4687670368978
2013-03-01 19.5022605752779
2013-04-01 19.3554734545094
2013-05-01 19.2061652932327
2013-06-01 19.2133829371427
2013-07-01 19.0041344370984
2013-08-01 19.1267410338371
2013-09-01 19.1482607709843
2013-10-01 19.1664171324563
2013-11-01 19.2111088343812
2013-12-01 19.1867222019304
2014-01-01 19.0226470992703
2014-02-01 18.9631935020108
2014-03-01 19.0087774376562
2014-04-01 19.0504181978766
2014-05-01 19.0124611788328
2014-06-01 19.2126462596284
2014-07-01 18.9840598014967
2014-08-01 19.0219965911796
2014-09-01 19.0380883466551
2014-10-01 18.9682800251843
2014-11-01 19.0187454779577
2014-12-01 18.9159060996381
2015-01-01 18.8238832068925
2015-02-01 18.8571245986159
2015-03-01 18.9107075926480
2015-04-01 18.9363970540509
2015-05-01 19.1061557153374
2015-06-01 19.1164659785910
2015-07-01 19.1683075744994
2015-08-01 19.2237754035848
2015-09-01 19.2337422545266
2015-10-01 19.2759885766914
2015-11-01 19.2359341511245
2015-12-01 19.2590449354419
2016-01-01 19.1079102591293
2016-02-01 19.2385081849796
2016-03-01 19.3078184195667
2016-04-01 19.3157203733434
2016-05-01 19.2928870692675
2016-06-01 19.2210835869907
2016-07-01 19.2574966443226
2016-08-01 19.2340399362983
2016-09-01 19.1351248385676
2016-10-01 19.1873607882854
2016-11-01 19.1667511797338
2016-12-01 19.2043752710228
2017-01-01 19.1812993842208
2017-02-01 19.1113069042749
2017-03-01 18.8886017797756
2017-04-01 18.7928956108995
2017-05-01 18.6864271151285
2017-06-01 18.7267554387402
2017-07-01 18.7554923690212
2017-08-01 18.6420579000642
2017-09-01 18.7453148201953
2017-10-01 18.6956422237692
2017-11-01 18.7082242560439
2017-12-01 18.6456107706510
2018-01-01 18.7510135933277
2018-02-01 18.7720117254009
2018-03-01 18.7570471040938
2018-04-01 18.7704126840337
2018-05-01 18.7896511707426
2018-06-01 18.7394529730321
2018-07-01 18.6630362415253
2018-08-01 18.6552780386663
2018-09-01 18.6556385329571
2018-10-01 18.4931122845113
2018-11-01 18.5398642078516
2018-12-01 18.4777156036721
2019-01-01 18.5370123448160
2019-02-01 18.4344682084562
2019-03-01 18.5157127577696
2019-04-01 18.6487279788768
2019-05-01 18.6004253971637
2019-06-01 18.5540450133634
2019-07-01 18.4841335285549
2019-08-01 18.4637942037060
2019-09-01 18.3547833647204
2019-10-01 18.3851430734299
2019-11-01 18.5662431089938
2019-12-01 18.4009728918297
2020-01-01 18.3317719077357
2020-02-01 18.4111931437369
2020-03-01 18.3751052154465
2020-04-01 13.7323625932727
2020-05-01 15.0088960186390
2020-06-01 16.9649102974737
2020-07-01 17.4059505654618
2020-08-01 17.3680825152449
2020-09-01 17.4480408050567
2020-10-01 17.6757471590954
2020-11-01 17.5891523822477
2020-12-01 17.7243854948649
2021-01-01 17.9350234443490
2021-02-01 17.8975440436384
2021-03-01 17.9324625222733
2021-04-01 17.9214439746213
2021-05-01 18.0135210359633
2021-06-01 17.9679432369140
2021-07-01 18.1235009165780
2021-08-01 18.1715397739814
2021-09-01 18.2361250839233
2021-10-01 18.5636527806995
2021-11-01 18.5259384258005
2021-12-01 18.5482216624501
2022-01-01 18.5399255495138
2022-02-01 18.7885117478663
2022-03-01 18.6997853965068
2022-04-01 18.7074718682272
2022-05-01 18.6025522954379
2022-06-01 18.4592924962892
2022-07-01 18.6380361454769
2022-08-01 18.6808945224238
2022-09-01 18.7247491286914
2022-10-01 18.6585481501792
2022-11-01 18.6633511519116
2022-12-01 18.6759476242864
2023-01-01 18.6543718600774
2023-02-01 18.5879036319448
2023-03-01 18.5674733785996
2023-04-01 18.5845384404735
2023-05-01 18.5745303240056
2023-06-01 18.6354313031805
2023-07-01 18.6536295004768
2023-08-01 18.6977112429875
2023-09-01 18.7190342360728
2023-10-01 18.5616406176471
2023-11-01 18.7058198491445
2023-12-01 18.5985374231129
2024-01-01 18.7689257197402
2024-02-01 18.6938934859748
2024-03-01 18.7469215909943
2024-04-01 18.6529927504679
2024-05-01 18.7331913788878
2024-06-01 18.7047913372268
2024-07-01 18.7667491361830
2024-08-01 18.7150742606559
2024-09-01 18.7261555546711
2024-10-01 18.7721955410941
2024-11-01 18.6386620999164
2024-12-01 18.7164265001740
2025-01-01 18.6822885654217
2025-02-01 18.7995422658489
2025-03-01 18.7280442625121
2025-04-01 18.8284486680598
2025-05-01 18.7950012572590
2025-06-01 18.7781090098939
2025-07-01 18.6729881439518
2025-08-01 18.7330441035358
2025-09-01 18.7396885736804
2025-10-01 18.7771874254663
2025-11-01 18.6670648835031
2025-12-01 18.8254029485330
2026-01-01 18.7920200707403
2026-02-01 18.7982276908022
2026-03-01 18.9195554014338
2026-04-01 18.9102012122377
2026-05-01 18.9663246904549
2026-06-01 18.9632544750934
2026-07-01 18.6790345466226

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