Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Pennsylvania

Title All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Pennsylvania
Series ID SMU42000004142500001SA
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 2:16 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 43.8949805008923
1990-02-01 43.8197869540649
1990-03-01 44.0453941537774
1990-04-01 43.0277695218677
1990-05-01 43.1773043928352
1990-06-01 43.4241737137455
1990-07-01 42.7229582562220
1990-08-01 43.6105429339464
1990-09-01 42.5877572143159
1990-10-01 42.4947009433806
1990-11-01 42.4255846860212
1990-12-01 42.2804717935025
1991-01-01 43.4008505183958
1991-02-01 43.0101531487399
1991-03-01 42.8161264966032
1991-04-01 42.7270239130386
1991-05-01 42.3802531531734
1991-06-01 42.2169822167095
1991-07-01 41.9460206110515
1991-08-01 41.6202338862657
1991-09-01 41.0954481670962
1991-10-01 40.6023240861800
1991-11-01 40.4219394136416
1991-12-01 40.4878988528510
1992-01-01 39.6061304183869
1992-02-01 39.2968879135735
1992-03-01 38.8737532177413
1992-04-01 38.8145373753615
1992-05-01 38.8724937106003
1992-06-01 38.5129923057990
1992-07-01 38.5826905905670
1992-08-01 38.1368523383507
1992-09-01 38.3102988429671
1992-10-01 38.5140971874455
1992-11-01 37.8237562642082
1992-12-01 37.4934563474721
1993-01-01 37.9236724751979
1993-02-01 37.8664039150897
1993-03-01 37.7217727212747
1993-04-01 37.2892977819385
1993-05-01 37.0535958154868
1993-06-01 37.0062447895089
1993-07-01 36.9358546390864
1993-08-01 36.9836805002059
1993-09-01 36.6281441959032
1993-10-01 37.0225273143028
1993-11-01 36.7206226222476
1993-12-01 36.4896769787158
1994-01-01 34.9341996621431
1994-02-01 34.8350765857111
1994-03-01 34.8604064236979
1994-04-01 34.6561449284183
1994-05-01 34.5506266555688
1994-06-01 34.5034253627360
1994-07-01 34.1926730659375
1994-08-01 34.1287161496887
1994-09-01 34.1753187965582
1994-10-01 33.8154677616821
1994-11-01 33.8987548243759
1994-12-01 33.6837802956463
1995-01-01 33.4381140756892
1995-02-01 33.2060136015168
1995-03-01 33.1176498866873
1995-04-01 33.1125768387133
1995-05-01 33.0519779926927
1995-06-01 32.8032047671296
1995-07-01 32.3456500926289
1995-08-01 32.5848829251278
1995-09-01 32.3292888752958
1995-10-01 31.8009781291814
1995-11-01 31.7620614198792
1995-12-01 31.8724684407586
1996-01-01 31.7093606828265
1996-02-01 31.8999009526510
1996-03-01 31.7075666916205
1996-04-01 31.5699681159702
1996-05-01 31.3569398585389
1996-06-01 31.2131934392795
1996-07-01 30.8746432833147
1996-08-01 30.5220558401081
1996-09-01 30.4972105801156
1996-10-01 30.3695200330715
1996-11-01 30.2341478109376
1996-12-01 30.1697345547265
1997-01-01 29.4642154222893
1997-02-01 29.4924277809171
1997-03-01 29.4245309809357
1997-04-01 29.1438141032618
1997-05-01 29.0534132830337
1997-06-01 29.1341121074434
1997-07-01 30.4785325691786
1997-08-01 29.3608948907577
1997-09-01 29.4539230434947
1997-10-01 29.6234305905503
1997-11-01 29.8184416540394
1997-12-01 29.7674092544201
1998-01-01 29.8059103388058
1998-02-01 29.7977179840375
1998-03-01 29.7434320465972
1998-04-01 29.9412120079622
1998-05-01 29.8627433546056
1998-06-01 29.8671648884631
1998-07-01 30.6603380990496
1998-08-01 29.9685138643700
1998-09-01 29.9036023335366
1998-10-01 29.9590928287083
1998-11-01 30.0250998659837
1998-12-01 29.9738191095334
1999-01-01 30.1576258495514
1999-02-01 29.9003366924435
1999-03-01 28.8672498404380
1999-04-01 28.8551072551733
1999-05-01 28.7711241534470
1999-06-01 28.6874744311059
1999-07-01 27.9411986597823
1999-08-01 27.6633069432637
1999-09-01 27.7319146144752
1999-10-01 27.6066445095687
1999-11-01 26.9397014720830
1999-12-01 27.2779795398783
2000-01-01 27.4177142504343
2000-02-01 27.5171107350415
2000-03-01 28.0914606464207
2000-04-01 27.6728655993353
2000-05-01 27.8741508081773
2000-06-01 27.9031892241454
2000-07-01 28.1176188392162
2000-08-01 28.2370576114807
2000-09-01 28.1357217182117
2000-10-01 28.5702624857889
2000-11-01 29.1697938654335
2000-12-01 28.8936230291433
2001-01-01 28.8040097846883
2001-02-01 28.8272402131782
2001-03-01 28.9152250935989
2001-04-01 28.9863977948805
2001-05-01 28.9699326378901
2001-06-01 29.0939671859177
2001-07-01 29.5023829077585
2001-08-01 29.7143885195073
2001-09-01 29.8266696705233
2001-10-01 30.0562724493372
2001-11-01 29.9853375345757
2001-12-01 30.2978758729877
2002-01-01 30.7227319903648
2002-02-01 30.7507892557958
2002-03-01 30.6279664518263
2002-04-01 30.9887295814941
2002-05-01 31.3651835206721
2002-06-01 31.7819288644453
2002-07-01 31.8800885712641
2002-08-01 32.1971311356326
2002-09-01 32.4984231235704
2002-10-01 33.0562601266677
2002-11-01 33.4877970070845
2002-12-01 33.9148435343394
2003-01-01 34.4698475943824
2003-02-01 34.6734405125320
2003-03-01 35.0445227411456
2003-04-01 35.2773525566303
2003-05-01 35.4478802469518
2003-06-01 35.5467427463665
2003-07-01 36.0748459814188
2003-08-01 36.0916632542445
2003-09-01 36.1715036430311
2003-10-01 36.1647243381653
2003-11-01 36.3746469021953
2003-12-01 36.4257599729993
2004-01-01 36.8301262580703
2004-02-01 37.0036368418939
2004-03-01 37.2476337436420
2004-04-01 37.7614591775205
2004-05-01 38.1293141246098
2004-06-01 38.6140462340359
2004-07-01 38.8724896154233
2004-08-01 39.2964081422705
2004-09-01 39.6370638636228
2004-10-01 40.0686368914008
2004-11-01 40.4564401914829
2004-12-01 40.9515944683600
2005-01-01 40.9903844093917
2005-02-01 41.3260008401198
2005-03-01 41.5459813720161
2005-04-01 41.6413607250551
2005-05-01 41.8143535682819
2005-06-01 41.7886793994636
2005-07-01 41.9854677948173
2005-08-01 41.7946162330337
2005-09-01 42.0182667738238
2005-10-01 41.8621805860557
2005-11-01 41.9405049989635
2005-12-01 41.8554094737707
2006-01-01 41.7449680723413
2006-02-01 42.1420862963653
2006-03-01 42.1231261325529
2006-04-01 42.6315890282028
2006-05-01 42.8181739299452
2006-06-01 42.9931222968051
2006-07-01 42.9959943679987
2006-08-01 43.1912375271313
2006-09-01 43.3026404562594
2006-10-01 43.4420508225825
2006-11-01 43.5256922577385
2006-12-01 43.9601877511551
2007-01-01 43.4813631598508
2007-02-01 43.4471800772192
2007-03-01 43.4013276212071
2007-04-01 43.2296745388004
2007-05-01 43.2262628805979
2007-06-01 43.4098946676184
2007-07-01 43.2169801875830
2007-08-01 43.1755674156139
2007-09-01 43.3048016079456
2007-10-01 43.4203274318202
2007-11-01 43.7197728725224
2007-12-01 43.5490189737187
2008-01-01 43.7887155037354
2008-02-01 43.9490030936484
2008-03-01 44.0793522947125
2008-04-01 44.3386130420161
2008-05-01 44.3348494561748
2008-06-01 44.3408935502455
2008-07-01 44.5356656364683
2008-08-01 44.6578543109792
2008-09-01 44.4077785304597
2008-10-01 44.3052371792405
2008-11-01 44.0112092566644
2008-12-01 43.8398515312172
2009-01-01 43.6795449382594
2009-02-01 43.4536889365287
2009-03-01 43.2776282691259
2009-04-01 42.7410925930853
2009-05-01 42.6365004700644
2009-06-01 42.4706697620360
2009-07-01 42.2529045012222
2009-08-01 42.1349801693705
2009-09-01 42.1120886219160
2009-10-01 42.1045854950263
2009-11-01 42.1124296230341
2009-12-01 42.0093429613553
2010-01-01 41.8737092448291
2010-02-01 41.7477692943920
2010-03-01 41.9797799275284
2010-04-01 41.9588170186410
2010-05-01 42.0357447204112
2010-06-01 41.9856327334287
2010-07-01 42.1672503127213
2010-08-01 42.3350050799344
2010-09-01 42.2007094174074
2010-10-01 42.2166835487838
2010-11-01 42.3055714301852
2010-12-01 42.4723402765105
2011-01-01 42.6676047912733
2011-02-01 42.6323113676596
2011-03-01 42.6030529695167
2011-04-01 42.6841637494237
2011-05-01 42.7378819672693
2011-06-01 42.4836311188570
2011-07-01 42.3787501825492
2011-08-01 42.3418442084019
2011-09-01 42.0911086358394
2011-10-01 42.0307993330817
2011-11-01 41.7993896128379
2011-12-01 41.5316275713533
2012-01-01 41.0502783905530
2012-02-01 41.1105237838451
2012-03-01 41.1329996306172
2012-04-01 41.1136083586798
2012-05-01 41.0539092631219
2012-06-01 41.3734312837151
2012-07-01 40.9860424694320
2012-08-01 40.9485062438997
2012-09-01 40.9886007695327
2012-10-01 40.8354608559875
2012-11-01 40.7875666041854
2012-12-01 40.8053856530676
2013-01-01 40.6282844343211
2013-02-01 40.7906845985301
2013-03-01 40.8746434152886
2013-04-01 40.5317382982029
2013-05-01 40.4690899607978
2013-06-01 40.3703539381080
2013-07-01 40.1812256298163
2013-08-01 40.0459359192748
2013-09-01 40.0879935290661
2013-10-01 39.8401653978017
2013-11-01 39.8827704841933
2013-12-01 40.0002133251844
2014-01-01 40.0129304735149
2014-02-01 40.0679534528080
2014-03-01 39.9050005527100
2014-04-01 39.9348743002574
2014-05-01 40.2758017964610
2014-06-01 40.6686171374060
2014-07-01 40.8772593436966
2014-08-01 41.0391509186665
2014-09-01 41.4914010603188
2014-10-01 42.0507740206264
2014-11-01 42.4838037504204
2014-12-01 42.6117410963884
2015-01-01 42.9014482255893
2015-02-01 42.9512615800993
2015-03-01 43.2229417389045
2015-04-01 43.3225856718053
2015-05-01 43.2679743097678
2015-06-01 43.3659387244375
2015-07-01 43.5716310395529
2015-08-01 43.6357560944944
2015-09-01 43.5131873535988
2015-10-01 43.5627023632904
2015-11-01 43.4852196517169
2015-12-01 43.4474811599808
2016-01-01 43.3834541477519
2016-02-01 43.3332069161755
2016-03-01 43.2129493896622
2016-04-01 43.2946985937975
2016-05-01 43.3576320417738
2016-06-01 43.0717619704625
2016-07-01 43.2736000440770
2016-08-01 43.2400938160194
2016-09-01 43.3463998768428
2016-10-01 43.1804909674765
2016-11-01 43.1829337733556
2016-12-01 43.1840972684841
2017-01-01 43.1520749828444
2017-02-01 43.3153644601374
2017-03-01 43.2851022068430
2017-04-01 43.4691014120652
2017-05-01 43.5488718866516
2017-06-01 43.5817505147122
2017-07-01 43.4812085131703
2017-08-01 43.5642744371867
2017-09-01 43.8821796082301
2017-10-01 43.5017925876980
2017-11-01 43.4762702940724
2017-12-01 43.6161693412391
2018-01-01 43.6060505645424
2018-02-01 43.6815101524464
2018-03-01 43.9374677329413
2018-04-01 44.0591067249577
2018-05-01 44.1607128553474
2018-06-01 44.2976268423018
2018-07-01 44.2867985704308
2018-08-01 44.4037324400253
2018-09-01 44.3127852685788
2018-10-01 44.5279582400189
2018-11-01 44.5729313942366
2018-12-01 44.4179238951163
2019-01-01 44.5481907166366
2019-02-01 44.6501392722935
2019-03-01 44.5904036884329
2019-04-01 44.4595299269716
2019-05-01 44.3884646378620
2019-06-01 44.3187797343258
2019-07-01 44.2866167387460
2019-08-01 44.2497303118412
2019-09-01 44.3386994855943
2019-10-01 44.2384337467179
2019-11-01 44.2776016345237
2019-12-01 44.1145533092319
2020-01-01 43.9921083285907
2020-02-01 43.7163217756360
2020-03-01 43.3366901615158
2020-04-01 40.0709538621965
2020-05-01 40.1296365364471
2020-06-01 39.4362607253085
2020-07-01 39.7814367229985
2020-08-01 39.7883824586741
2020-09-01 39.7468672638947
2020-10-01 40.1496915120597
2020-11-01 40.0012966293411
2020-12-01 40.0962344729328
2021-01-01 40.4557220707102
2021-02-01 40.4920794056872
2021-03-01 40.5956215774278
2021-04-01 40.6804344504698
2021-05-01 40.8537696332921
2021-06-01 41.1438121529739
2021-07-01 41.5762685575619
2021-08-01 41.7114849092463
2021-09-01 41.9451453846510
2021-10-01 42.2529717124570
2021-11-01 42.6489608533801
2021-12-01 42.9825654729371
2022-01-01 43.1536457909311
2022-02-01 43.4711518898577
2022-03-01 43.8570862061545
2022-04-01 44.3888743217219
2022-05-01 44.6560923351260
2022-06-01 44.7248559145090
2022-07-01 45.2728124127971
2022-08-01 45.5141699780976
2022-09-01 45.9464728929924
2022-10-01 46.0724509844877
2022-11-01 46.1056735422825
2022-12-01 46.0596991203879
2023-01-01 46.4811420178986
2023-02-01 46.6699065037979
2023-03-01 46.8292747974492
2023-04-01 46.5775300620964
2023-05-01 46.8315391380589
2023-06-01 47.0964064701583
2023-07-01 46.9734126753722
2023-08-01 47.1070159089899
2023-09-01 47.4573246119237
2023-10-01 47.2889320891274
2023-11-01 47.4550559340218
2023-12-01 47.6558293858726
2024-01-01 47.9172728645637
2024-02-01 48.0672009449122
2024-03-01 48.1013848377810
2024-04-01 48.1689494515990
2024-05-01 48.2996752828053
2024-06-01 48.4600204576773
2024-07-01 48.6800941894179
2024-08-01 48.8974520305865
2024-09-01 49.0719786942179
2024-10-01 49.4170546430021
2024-11-01 49.3841445542154
2024-12-01 49.5522603600236
2025-01-01 49.4405378251533
2025-02-01 49.5684604245737
2025-03-01 49.6897202640288
2025-04-01 49.6569866941749
2025-05-01 49.6691350334006
2025-06-01 49.7375913705835
2025-07-01 49.2861425935044
2025-08-01 49.0904100192980
2025-09-01 48.4909123371053
2025-10-01 48.4314055521484
2025-11-01 48.3980406063200
2025-12-01 48.3553676118480

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