Table Data - All Employees: Retail Trade in Allentown-Bethlehem-Easton, PA-NJ (MSA)

Title All Employees: Retail Trade in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Series ID SMU42109004200000001SA
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 2026-05-01
Last Updated 2026-06-24 10:04 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 37.0882686923991
1990-02-01 37.0431876568196
1990-03-01 37.0155569666321
1990-04-01 36.6304473578982
1990-05-01 36.3411963038107
1990-06-01 36.2401520124447
1990-07-01 36.2258561559789
1990-08-01 36.2392237073107
1990-09-01 36.2177742098146
1990-10-01 36.1922210093337
1990-11-01 35.9898590878972
1990-12-01 35.6010854333302
1991-01-01 35.0664458061355
1991-02-01 34.8349986648353
1991-03-01 34.7152011468309
1991-04-01 34.6146297544248
1991-05-01 34.5305210877302
1991-06-01 34.8448676286433
1991-07-01 34.6363326322207
1991-08-01 34.3637160678904
1991-09-01 34.3496325403354
1991-10-01 34.2077236132632
1991-11-01 33.9809692450369
1991-12-01 33.8777445175730
1992-01-01 33.9364776697017
1992-02-01 33.9175395016866
1992-03-01 33.8239078499185
1992-04-01 33.7935897640522
1992-05-01 33.8128610599985
1992-06-01 33.6500416793699
1992-07-01 33.3513538308936
1992-08-01 33.3979316464203
1992-09-01 33.2985957277255
1992-10-01 33.1349275217073
1992-11-01 33.0691124512046
1992-12-01 33.0432347826149
1993-01-01 33.3130081308716
1993-02-01 33.4972877625231
1993-03-01 33.0392008218341
1993-04-01 32.9480445443449
1993-05-01 32.8817851339092
1993-06-01 32.8599502987334
1993-07-01 32.7853549041428
1993-08-01 32.7281389718456
1993-09-01 32.5419531937640
1993-10-01 32.4658716012853
1993-11-01 32.4577617351080
1993-12-01 32.7080892273836
1994-01-01 32.5949642751254
1994-02-01 32.5880745577594
1994-03-01 32.6573590687900
1994-04-01 32.6925074399348
1994-05-01 32.7608212656666
1994-06-01 32.7636250021026
1994-07-01 32.5000170098801
1994-08-01 32.8460379050999
1994-09-01 33.0861776158448
1994-10-01 33.7880055455906
1994-11-01 33.6619790555552
1994-12-01 33.6829508653894
1995-01-01 33.4957237630687
1995-02-01 33.5912933683335
1995-03-01 33.4624919527794
1995-04-01 33.1395321653995
1995-05-01 32.9325598842869
1995-06-01 33.0618605992937
1995-07-01 33.1225724462109
1995-08-01 33.1635421204995
1995-09-01 33.2047459176449
1995-10-01 33.6870222802681
1995-11-01 33.4725446944056
1995-12-01 33.3758325221837
1996-01-01 33.3107663768214
1996-02-01 33.3964313934225
1996-03-01 33.3655165725001
1996-04-01 33.8099973159744
1996-05-01 33.8099292770733
1996-06-01 33.7467627124715
1996-07-01 33.7339055830736
1996-08-01 33.8684594145499
1996-09-01 33.9008021303667
1996-10-01 33.3817571101459
1996-11-01 33.5110746629401
1996-12-01 33.5907251261694
1997-01-01 33.7234051754601
1997-02-01 33.6890292031954
1997-03-01 33.8566614927762
1997-04-01 34.0967017940673
1997-05-01 33.9889507463093
1997-06-01 34.1275154993792
1997-07-01 34.2553690138557
1997-08-01 34.0575010693357
1997-09-01 33.8830131322615
1997-10-01 34.0949569140486
1997-11-01 33.9562050794643
1997-12-01 33.9009222281642
1998-01-01 33.9151378746409
1998-02-01 33.7777997841878
1998-03-01 33.8345782918333
1998-04-01 33.6278524694534
1998-05-01 33.8017714441122
1998-06-01 33.6967759125648
1998-07-01 33.5446692351854
1998-08-01 33.5167523683409
1998-09-01 33.8926141069914
1998-10-01 34.1239943398727
1998-11-01 33.9908034447487
1998-12-01 33.6101748201316
1999-01-01 34.1917522438510
1999-02-01 34.4579592176723
1999-03-01 34.4887590731359
1999-04-01 35.1053314978221
1999-05-01 35.1429650932488
1999-06-01 35.1670800385436
1999-07-01 36.2220405278636
1999-08-01 36.5553024140419
1999-09-01 37.0078152521228
1999-10-01 37.0608244790554
1999-11-01 37.1971025896513
1999-12-01 37.6022150317897
2000-01-01 37.8789156893773
2000-02-01 38.2550799166651
2000-03-01 38.3619512232872
2000-04-01 38.3885941805437
2000-05-01 38.1843226667539
2000-06-01 38.2290141695190
2000-07-01 38.3898468028445
2000-08-01 38.3884120768866
2000-09-01 38.4174843573158
2000-10-01 38.4881751325246
2000-11-01 38.7076687095022
2000-12-01 38.8078847010309
2001-01-01 38.5735172889916
2001-02-01 38.4795528478591
2001-03-01 38.5393588693828
2001-04-01 38.4354274312929
2001-05-01 38.4152610788408
2001-06-01 38.9782138789027
2001-07-01 39.1633138148912
2001-08-01 39.2290310499194
2001-09-01 38.8268051823073
2001-10-01 39.1111375366409
2001-11-01 39.3311670236498
2001-12-01 39.2072694795670
2002-01-01 39.5724550272413
2002-02-01 39.7400309714828
2002-03-01 39.8480625129786
2002-04-01 39.5429633458552
2002-05-01 39.7064682448478
2002-06-01 39.4142440627773
2002-07-01 40.2210097007225
2002-08-01 40.4927731576149
2002-09-01 40.8524823794699
2002-10-01 40.3327185426184
2002-11-01 40.4667293954720
2002-12-01 40.5317792124105
2003-01-01 40.3599136848567
2003-02-01 40.3955322757353
2003-03-01 40.3444788500529
2003-04-01 40.6234522574384
2003-05-01 40.6882706350707
2003-06-01 40.5712041984038
2003-07-01 40.4932638580260
2003-08-01 40.4826564306765
2003-09-01 40.8690346501249
2003-10-01 40.9494135388241
2003-11-01 40.6870164685530
2003-12-01 40.7433849431149
2004-01-01 40.3519724116915
2004-02-01 40.6443864244021
2004-03-01 40.8675895981647
2004-04-01 40.8902120100276
2004-05-01 41.1429463089874
2004-06-01 40.8547055567134
2004-07-01 40.4680738813504
2004-08-01 40.5005993497968
2004-09-01 40.4811302839368
2004-10-01 40.6655807955400
2004-11-01 40.5978389904240
2004-12-01 40.9533664427599
2005-01-01 41.1358232637955
2005-02-01 41.6633878448425
2005-03-01 41.3725444470958
2005-04-01 41.5673270243661
2005-05-01 41.7203641167572
2005-06-01 41.6608607988786
2005-07-01 41.7540954900256
2005-08-01 41.6280925311502
2005-09-01 41.3898718794402
2005-10-01 41.1789091594995
2005-11-01 41.2814530113539
2005-12-01 41.1399835880510
2006-01-01 41.2310918123941
2006-02-01 41.1641463146386
2006-03-01 41.1900421122843
2006-04-01 41.2781941577389
2006-05-01 41.0990625198605
2006-06-01 41.1754607438962
2006-07-01 41.4206455661685
2006-08-01 41.5379566662704
2006-09-01 41.7043355065174
2006-10-01 41.7016537043471
2006-11-01 41.7641188356116
2006-12-01 41.5416633409485
2007-01-01 41.4303889892358
2007-02-01 41.2433567868337
2007-03-01 41.1808959781682
2007-04-01 40.9929360952221
2007-05-01 41.1015463073627
2007-06-01 41.0978111163129
2007-07-01 41.1994417368102
2007-08-01 41.1413671579084
2007-09-01 41.0045443695562
2007-10-01 41.2091825562799
2007-11-01 41.6579911194986
2007-12-01 41.4402726715123
2008-01-01 41.7562405716246
2008-02-01 41.4202610609732
2008-03-01 41.2769029304342
2008-04-01 41.0890668529245
2008-05-01 41.0888477265419
2008-06-01 40.9069679525712
2008-07-01 40.5871479949919
2008-08-01 40.4428567145758
2008-09-01 40.6150082425133
2008-10-01 40.5174104750761
2008-11-01 40.0848884016021
2008-12-01 39.8479905616751
2009-01-01 39.5803821376713
2009-02-01 39.7911718428777
2009-03-01 39.3541610482481
2009-04-01 38.9521069103239
2009-05-01 39.2763172922749
2009-06-01 39.2047998662570
2009-07-01 39.2041415062379
2009-08-01 39.1495413558635
2009-09-01 39.0292496603815
2009-10-01 38.9210430025900
2009-11-01 38.8208454929356
2009-12-01 38.3629749395899
2010-01-01 38.9073966276192
2010-02-01 38.8524734429122
2010-03-01 39.0425392330431
2010-04-01 39.0031179050004
2010-05-01 38.9557159062363
2010-06-01 38.9974000442261
2010-07-01 39.1224150962257
2010-08-01 39.0407175887796
2010-09-01 39.1496222096075
2010-10-01 39.3395633784064
2010-11-01 39.2539518806744
2010-12-01 39.3886096480904
2011-01-01 39.3285034288413
2011-02-01 39.4161334415505
2011-03-01 39.4406800017233
2011-04-01 39.5462346870637
2011-05-01 39.5350572258823
2011-06-01 39.5936375041651
2011-07-01 39.5410568378085
2011-08-01 39.6419411854797
2011-09-01 39.5541054691045
2011-10-01 39.5512068185736
2011-11-01 39.6502200192008
2011-12-01 39.8218565853163
2012-01-01 39.9539438300038
2012-02-01 39.9923395958893
2012-03-01 40.0714569883049
2012-04-01 40.0121375462890
2012-05-01 39.9110143020629
2012-06-01 39.8767785665830
2012-07-01 39.9430569570219
2012-08-01 40.0306374509465
2012-09-01 39.9552074110899
2012-10-01 40.0643190894896
2012-11-01 40.4265897899955
2012-12-01 39.9703555442649
2013-01-01 40.1769375102313
2013-02-01 40.1779341602814
2013-03-01 40.1083671268054
2013-04-01 39.9927178638562
2013-05-01 39.9879897380909
2013-06-01 39.9660187445308
2013-07-01 39.8360608937934
2013-08-01 39.9214908509938
2013-09-01 40.0406597250750
2013-10-01 40.0680181093758
2013-11-01 39.9843348857531
2013-12-01 40.1400035001153
2014-01-01 39.9926093790428
2014-02-01 39.7703994194448
2014-03-01 40.1481112887715
2014-04-01 40.3816376205054
2014-05-01 40.5752186715405
2014-06-01 40.5551415177851
2014-07-01 40.5211298170476
2014-08-01 40.4111132498374
2014-09-01 40.5197947843602
2014-10-01 40.3673290796213
2014-11-01 40.5461429178516
2014-12-01 40.7218355813717
2015-01-01 40.5081523774362
2015-02-01 40.1653096198090
2015-03-01 40.3564815963828
2015-04-01 40.2665563191376
2015-05-01 40.6694453926244
2015-06-01 40.8581908205771
2015-07-01 40.8991586856504
2015-08-01 40.9165422724177
2015-09-01 40.8116120868353
2015-10-01 40.8702389392104
2015-11-01 41.0104062075279
2015-12-01 40.6969751201891
2016-01-01 40.7067419167997
2016-02-01 40.7483737356149
2016-03-01 40.8387734747980
2016-04-01 40.8539387861338
2016-05-01 40.8742525583954
2016-06-01 40.8751704508680
2016-07-01 40.9880180550202
2016-08-01 41.1305211960605
2016-09-01 41.1178497521307
2016-10-01 41.1740952318251
2016-11-01 41.0882917596808
2016-12-01 41.0544681845910
2017-01-01 41.1964111753973
2017-02-01 41.0050422526588
2017-03-01 40.8878323991747
2017-04-01 40.9432399676187
2017-05-01 40.7891750803727
2017-06-01 40.8237015304651
2017-07-01 40.6879912912774
2017-08-01 40.6566832512064
2017-09-01 40.7274784923020
2017-10-01 40.6700461626678
2017-11-01 40.7902841832740
2017-12-01 40.6996685022043
2018-01-01 40.6602253076033
2018-02-01 40.7431246490548
2018-03-01 40.8208101014377
2018-04-01 40.7433655754906
2018-05-01 40.7142744558633
2018-06-01 40.6750458702394
2018-07-01 40.5977062221085
2018-08-01 40.4879828829751
2018-09-01 40.3398298131067
2018-10-01 40.2425906695356
2018-11-01 40.3189183472048
2018-12-01 40.2440289156911
2019-01-01 40.1319886738944
2019-02-01 39.8759108010870
2019-03-01 40.1494003479655
2019-04-01 40.1358169655517
2019-05-01 40.2447800599622
2019-06-01 40.1174877209158
2019-07-01 40.0990050884860
2019-08-01 40.1090695966975
2019-09-01 40.1454238088421
2019-10-01 40.1134769985257
2019-11-01 40.2826502373701
2019-12-01 40.1937917089701
2020-01-01 39.9950367550719
2020-02-01 40.0200516480162
2020-03-01 39.7937638595370
2020-04-01 29.9370516359082
2020-05-01 32.1679612592332
2020-06-01 35.6300034667473
2020-07-01 36.9905524493364
2020-08-01 37.3059261888021
2020-09-01 37.8472270033752
2020-10-01 38.4757555980582
2020-11-01 38.1613890557479
2020-12-01 38.3636892558389
2021-01-01 38.7786485648484
2021-02-01 38.6879220461507
2021-03-01 38.8600720874481
2021-04-01 38.7239494052464
2021-05-01 38.7701568789571
2021-06-01 38.8246922626906
2021-07-01 38.8751642288156
2021-08-01 38.8793914599292
2021-09-01 38.7277435487447
2021-10-01 39.0426852496918
2021-11-01 38.9634243821480
2021-12-01 38.9511968946703
2022-01-01 39.1801667220457
2022-02-01 39.5740886128913
2022-03-01 39.4393439566721
2022-04-01 39.6047124387932
2022-05-01 39.2463810405051
2022-06-01 39.0948963610289
2022-07-01 39.3488098503012
2022-08-01 39.3392720522091
2022-09-01 39.3180230654696
2022-10-01 39.2283358477299
2022-11-01 39.1519512963898
2022-12-01 39.3433340126231
2023-01-01 39.4136744933806
2023-02-01 39.2843722284969
2023-03-01 39.1157454143178
2023-04-01 38.9569346421039
2023-05-01 39.1052299111898
2023-06-01 39.1614351300864
2023-07-01 39.0208643053710
2023-08-01 39.0013866662586
2023-09-01 39.0108762841562
2023-10-01 38.9431426911288
2023-11-01 38.9280729159879
2023-12-01 38.7122984035230
2024-01-01 38.6569495449934
2024-02-01 38.4990666338886
2024-03-01 38.4914102703252
2024-04-01 38.6179153894494
2024-05-01 38.7499535300439
2024-06-01 38.6310109769418
2024-07-01 38.5969634647132
2024-08-01 38.6760131639487
2024-09-01 38.7151400684696
2024-10-01 38.6696428179559
2024-11-01 38.4669914860971
2024-12-01 38.3567853233114
2025-01-01 38.4013457981331
2025-02-01 38.6216783639666
2025-03-01 38.7720132123477
2025-04-01 38.4747246729056
2025-05-01 38.3988051952342
2025-06-01 38.3186868589914
2025-07-01 38.3849475961738
2025-08-01 38.2673350532394
2025-09-01 38.1140704945141
2025-10-01 38.0919490721923
2025-11-01 38.1916210804755
2025-12-01 38.2818496117656
2026-01-01 38.3338364469249
2026-02-01 38.3288878354214
2026-03-01 38.5500196467837
2026-04-01 38.5508898373588
2026-05-01 38.4694805595792

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