Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade in Philadelphia, PA (MD)

Title All Employees: Wholesale Trade in Philadelphia, PA (MD)
Series ID SMU42379644100000001SA
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 2025-12-01
Last Updated 2026-01-28 2:14 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 47.7864363624327
1990-02-01 47.3837463919721
1990-03-01 47.1073730566685
1990-04-01 46.1136590834073
1990-05-01 45.8918250830000
1990-06-01 45.9254157589380
1990-07-01 45.6717491085926
1990-08-01 45.6535544232203
1990-09-01 45.0454884045623
1990-10-01 44.2426189556038
1990-11-01 44.5369046350378
1990-12-01 44.1662824810173
1991-01-01 42.1350826928770
1991-02-01 41.9612182866382
1991-03-01 41.6538712688045
1991-04-01 41.2199840627504
1991-05-01 40.9840322856365
1991-06-01 40.5371192230762
1991-07-01 40.1535392699748
1991-08-01 39.9398293260821
1991-09-01 39.8380788758855
1991-10-01 39.1587905546082
1991-11-01 38.7371201987666
1991-12-01 38.5818165834041
1992-01-01 38.3140550575757
1992-02-01 37.9546688065660
1992-03-01 37.7097616846194
1992-04-01 37.3235483278253
1992-05-01 36.9607968842335
1992-06-01 36.7391625225837
1992-07-01 36.5492952596456
1992-08-01 36.3330343112699
1992-09-01 36.0333224233025
1992-10-01 35.9688842548305
1992-11-01 35.5251008305111
1992-12-01 35.2710922391893
1993-01-01 35.4153587991152
1993-02-01 35.1452427830812
1993-03-01 34.9518404002065
1993-04-01 35.0343389106330
1993-05-01 34.8554745230703
1993-06-01 34.6337049388376
1993-07-01 34.6411825461395
1993-08-01 34.4406755998918
1993-09-01 34.2326423175647
1993-10-01 34.1654559466033
1993-11-01 34.2999115578343
1993-12-01 34.3452603224473
1994-01-01 33.9236278390805
1994-02-01 33.7289468817685
1994-03-01 33.5952909881942
1994-04-01 33.4444861054478
1994-05-01 33.4588948691754
1994-06-01 33.3451456163912
1994-07-01 33.0346784683539
1994-08-01 32.9486955273687
1994-09-01 32.9448424980129
1994-10-01 32.7622990777875
1994-11-01 32.5668951144126
1994-12-01 32.3050473553706
1995-01-01 32.1233729051173
1995-02-01 31.9975617051410
1995-03-01 32.0178806370006
1995-04-01 32.3664422762252
1995-05-01 32.1985724371482
1995-06-01 31.9691196198713
1995-07-01 31.5288494346780
1995-08-01 31.5604387738311
1995-09-01 31.6585725376537
1995-10-01 31.1468446015919
1995-11-01 31.0302572702743
1995-12-01 30.9632365420343
1996-01-01 30.7046575032209
1996-02-01 30.8732834741986
1996-03-01 30.7315568609479
1996-04-01 30.4954228266783
1996-05-01 30.3541344292380
1996-06-01 30.4007454982043
1996-07-01 30.5269082265843
1996-08-01 30.3646234434182
1996-09-01 30.3738158997889
1996-10-01 30.2247319914615
1996-11-01 30.2024223959079
1996-12-01 30.2115255519695
1997-01-01 30.4847488764997
1997-02-01 30.3576154491020
1997-03-01 30.2342380723910
1997-04-01 30.3306252729438
1997-05-01 30.4278239111718
1997-06-01 30.3273547231040
1997-07-01 30.4140400423940
1997-08-01 30.5635617615232
1997-09-01 30.5803836711257
1997-10-01 30.7885835807697
1997-11-01 30.7846385444155
1997-12-01 30.7740716027685
1998-01-01 30.6453721887798
1998-02-01 30.6581469721342
1998-03-01 30.6466243323037
1998-04-01 30.6646075183964
1998-05-01 30.4899887027543
1998-06-01 30.3464425657391
1998-07-01 30.2818350554918
1998-08-01 30.1448913686402
1998-09-01 30.2808095373375
1998-10-01 30.6697443490735
1998-11-01 30.5898974666699
1998-12-01 30.4746544399137
1999-01-01 30.4034682745289
1999-02-01 30.2721033212467
1999-03-01 30.3602246537985
1999-04-01 30.2962559206006
1999-05-01 30.3236137228107
1999-06-01 30.5367503981134
1999-07-01 30.5406973837801
1999-08-01 30.5147708996121
1999-09-01 30.2728936449938
1999-10-01 30.7707169120370
1999-11-01 30.8135564491589
1999-12-01 30.9968482663790
2000-01-01 30.9832237864215
2000-02-01 30.9991862434086
2000-03-01 30.9734078631143
2000-04-01 32.1305084245576
2000-05-01 32.0332593851411
2000-06-01 31.9939272882530
2000-07-01 31.0917024627212
2000-08-01 31.2729514410949
2000-09-01 31.0677022917501
2000-10-01 30.4972661569064
2000-11-01 30.4635074141284
2000-12-01 30.3531387448885
2001-01-01 30.5701388644145
2001-02-01 30.3099564101695
2001-03-01 30.1777506311957
2001-04-01 30.0405950150654
2001-05-01 29.9082941751780
2001-06-01 29.8571561658308
2001-07-01 30.0370724230926
2001-08-01 29.9126801746310
2001-09-01 30.0610960826153
2001-10-01 30.0417946594984
2001-11-01 30.1319604633126
2001-12-01 30.0151891009462
2002-01-01 30.1587507472134
2002-02-01 30.0156259048837
2002-03-01 30.0821830643028
2002-04-01 30.1428940089116
2002-05-01 30.2764771949037
2002-06-01 30.2283280459574
2002-07-01 29.9894265013028
2002-08-01 29.8567640925047
2002-09-01 29.6536462932466
2002-10-01 29.3911277806270
2002-11-01 29.5935195552013
2002-12-01 29.5661616680726
2003-01-01 29.3433355918646
2003-02-01 29.4362975507283
2003-03-01 29.2818292647895
2003-04-01 29.1296536944410
2003-05-01 29.2442615360498
2003-06-01 28.8168369196886
2003-07-01 28.5585007520843
2003-08-01 28.5038578415730
2003-09-01 28.3454222353729
2003-10-01 28.2387746285475
2003-11-01 28.1397155882271
2003-12-01 28.0147090088706
2004-01-01 27.0156746417176
2004-02-01 27.0410236520629
2004-03-01 26.9836044275178
2004-04-01 26.9100022379271
2004-05-01 26.8247996915244
2004-06-01 27.1171301182143
2004-07-01 27.3291677420024
2004-08-01 27.3692325552042
2004-09-01 27.3267043786079
2004-10-01 27.4739335728504
2004-11-01 27.4627504427049
2004-12-01 27.6423908772763
2005-01-01 27.8162017574611
2005-02-01 27.7788281764751
2005-03-01 27.8072538918967
2005-04-01 27.9056559718849
2005-05-01 27.7246694787328
2005-06-01 27.4064095334006
2005-07-01 27.2885640212840
2005-08-01 27.2339815311191
2005-09-01 27.3077156331967
2005-10-01 26.9946319590783
2005-11-01 26.8747223737787
2005-12-01 26.8775765237487
2006-01-01 26.3995631873426
2006-02-01 26.4812024729916
2006-03-01 26.6353555600137
2006-04-01 26.4972511064853
2006-05-01 26.4178079437894
2006-06-01 26.5102125812501
2006-07-01 26.4581895049141
2006-08-01 26.5232495607048
2006-09-01 26.6884617497998
2006-10-01 26.4000326515070
2006-11-01 26.4750531089621
2006-12-01 26.3081836726468
2007-01-01 26.4942956038850
2007-02-01 26.4994539409866
2007-03-01 26.3599069028417
2007-04-01 26.4037361165623
2007-05-01 26.4133817934477
2007-06-01 26.3925296524724
2007-07-01 26.4282093875487
2007-08-01 26.2193835974325
2007-09-01 26.1935967669842
2007-10-01 26.0950183606582
2007-11-01 26.0716536370326
2007-12-01 26.0437630235997
2008-01-01 25.8799235696448
2008-02-01 25.8870577637821
2008-03-01 25.8774733541237
2008-04-01 26.0073737332714
2008-05-01 25.8999949556143
2008-06-01 25.6856332150577
2008-07-01 25.9197203464174
2008-08-01 25.9285801133735
2008-09-01 26.0144070632949
2008-10-01 25.6827829529817
2008-11-01 25.5703891885419
2008-12-01 25.3600888517854
2009-01-01 25.1734762443519
2009-02-01 25.0716802271583
2009-03-01 24.7706490858236
2009-04-01 24.4994686177535
2009-05-01 24.4873781922805
2009-06-01 24.2871546451159
2009-07-01 24.1408517700154
2009-08-01 24.0535863398189
2009-09-01 24.0461484557660
2009-10-01 24.0681885517131
2009-11-01 23.9738195182159
2009-12-01 23.9690893846939
2010-01-01 24.0628749299960
2010-02-01 23.9432510008800
2010-03-01 24.1586518048642
2010-04-01 23.8927145679571
2010-05-01 23.9619578296238
2010-06-01 24.0934245881641
2010-07-01 24.0659528775650
2010-08-01 23.9730730881308
2010-09-01 23.8649108497597
2010-10-01 23.8583035707090
2010-11-01 23.8777936369644
2010-12-01 23.8519519207995
2011-01-01 24.0660551851479
2011-02-01 24.0438437718466
2011-03-01 24.0389324365438
2011-04-01 24.1891274087805
2011-05-01 24.0445715919740
2011-06-01 23.9963293805602
2011-07-01 24.1949283098543
2011-08-01 24.2827595955656
2011-09-01 24.2759308029288
2011-10-01 24.3584949585525
2011-11-01 24.3738145960914
2011-12-01 24.4347781527380
2012-01-01 24.2676338237519
2012-02-01 24.3407349548385
2012-03-01 24.4336545740140
2012-04-01 24.4902257177371
2012-05-01 24.5310504192271
2012-06-01 24.5061183307142
2012-07-01 24.4162517941513
2012-08-01 24.3820182615241
2012-09-01 24.4698822052044
2012-10-01 24.6624423351841
2012-11-01 24.6713151740591
2012-12-01 24.7097942705138
2013-01-01 24.5773803930041
2013-02-01 24.8490507250548
2013-03-01 24.8359006949287
2013-04-01 24.7936014913561
2013-05-01 24.8280507486235
2013-06-01 24.7185676533237
2013-07-01 24.6227674862855
2013-08-01 24.4711374687694
2013-09-01 24.6592094110435
2013-10-01 24.4631249609770
2013-11-01 24.6707735718524
2013-12-01 24.4041874097847
2014-01-01 24.0750050128412
2014-02-01 24.1358650118359
2014-03-01 24.1436474068884
2014-04-01 24.1030692784308
2014-05-01 24.0312393902360
2014-06-01 24.1401018039390
2014-07-01 23.8228464921004
2014-08-01 23.9552208441152
2014-09-01 23.8390351002138
2014-10-01 23.6632470566507
2014-11-01 23.7793735381849
2014-12-01 23.7104169669394
2015-01-01 23.6703514708518
2015-02-01 23.6268724788030
2015-03-01 23.5539739198083
2015-04-01 23.5081653844206
2015-05-01 23.5433287476199
2015-06-01 23.5538228536815
2015-07-01 23.6085531138534
2015-08-01 23.6329404873037
2015-09-01 23.6280252703332
2015-10-01 23.6637369086967
2015-11-01 23.5882579558528
2015-12-01 23.6309415621208
2016-01-01 23.6617460800954
2016-02-01 23.5065065399147
2016-03-01 23.6705001981603
2016-04-01 23.6060433891566
2016-05-01 23.5646895763430
2016-06-01 23.4747940291815
2016-07-01 23.4939492247911
2016-08-01 23.4120546053366
2016-09-01 23.4216568140652
2016-10-01 23.4595090863540
2016-11-01 23.3881872960517
2016-12-01 23.3427093978137
2017-01-01 23.3636573835667
2017-02-01 23.2839921400246
2017-03-01 23.2724383400626
2017-04-01 23.1957618899194
2017-05-01 23.3923587018293
2017-06-01 23.4985805006467
2017-07-01 23.4896831217565
2017-08-01 23.5056450599421
2017-09-01 23.5215301140841
2017-10-01 23.5442396636761
2017-11-01 23.4718321103348
2017-12-01 23.6474069710707
2018-01-01 23.6667720113262
2018-02-01 23.7626541342159
2018-03-01 23.7755455223849
2018-04-01 23.8929234400160
2018-05-01 23.9276726473918
2018-06-01 23.9216719736296
2018-07-01 23.7998361338699
2018-08-01 23.8086456007399
2018-09-01 23.6188121182888
2018-10-01 23.4287162908981
2018-11-01 23.3386008261642
2018-12-01 23.3415530884731
2019-01-01 23.4674151784101
2019-02-01 23.5417500460882
2019-03-01 23.4716438887696
2019-04-01 23.4899717924421
2019-05-01 23.3621790086924
2019-06-01 23.3408888615510
2019-07-01 23.4265873836055
2019-08-01 23.4175558474927
2019-09-01 23.4152166493405
2019-10-01 23.4211179640255
2019-11-01 23.4002571612073
2019-12-01 23.3259612171379
2020-01-01 23.0635038594898
2020-02-01 23.0258142675864
2020-03-01 23.0667036986358
2020-04-01 20.2826391906213
2020-05-01 20.8855501854368
2020-06-01 21.5530028770562
2020-07-01 21.7582979130252
2020-08-01 21.8378750198069
2020-09-01 22.0041890806911
2020-10-01 22.2248686485302
2020-11-01 22.2777983485663
2020-12-01 22.3067779811196
2021-01-01 22.4611259138908
2021-02-01 22.3211425469304
2021-03-01 22.4584667019911
2021-04-01 22.1021108421894
2021-05-01 22.2115067418124
2021-06-01 22.2464909331364
2021-07-01 22.1670183339264
2021-08-01 22.2457858793998
2021-09-01 22.2921788700868
2021-10-01 22.4276144731540
2021-11-01 22.5652720820070
2021-12-01 22.5855786805657
2022-01-01 22.8586967716782
2022-02-01 23.0372990745187
2022-03-01 23.0606542968820
2022-04-01 23.2191687558090
2022-05-01 23.3276002437669
2022-06-01 23.1251913914926
2022-07-01 23.4672252488147
2022-08-01 23.5464255407303
2022-09-01 23.4731171357776
2022-10-01 23.4327460370336
2022-11-01 23.4677907674157
2022-12-01 23.4712309774744
2023-01-01 23.2538164605143
2023-02-01 23.2513414827371
2023-03-01 23.2650906304654
2023-04-01 23.2278681936473
2023-05-01 23.2217908331996
2023-06-01 23.2051596167892
2023-07-01 23.1718520873262
2023-08-01 23.0516919041528
2023-09-01 23.0598739672656
2023-10-01 22.8425395519465
2023-11-01 22.7898963574843
2023-12-01 22.8705980232213
2024-01-01 22.8444336581717
2024-02-01 22.8624331359350
2024-03-01 22.8627669585804
2024-04-01 22.8283384644616
2024-05-01 22.8116965158118
2024-06-01 22.8929539079523
2024-07-01 22.8733374932222
2024-08-01 22.8557440080963
2024-09-01 22.8455644831653
2024-10-01 23.1459799025335
2024-11-01 23.0092591823200
2024-12-01 22.9696759653889
2025-01-01 23.0418003596307
2025-02-01 22.7706872304116
2025-03-01 22.6592182693369
2025-04-01 22.7300537415370
2025-05-01 22.8036993154475
2025-06-01 22.5900540729942
2025-07-01 22.4735906237482
2025-08-01 22.4619460910460
2025-09-01 22.4426680424079
2025-10-01 22.3422346563415
2025-11-01 22.2221026789847
2025-12-01 22.1759718465905

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