Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254204100000001SA
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 12.5317210903456
1990-02-01 12.5876227012834
1990-03-01 12.7457598734605
1990-04-01 12.6289995519460
1990-05-01 12.5994171861006
1990-06-01 12.5411854766004
1990-07-01 12.4405935647078
1990-08-01 12.3909619547286
1990-09-01 12.4353989864300
1990-10-01 12.4654173151020
1990-11-01 12.3669829308413
1990-12-01 12.3666347000405
1991-01-01 12.4334033808850
1991-02-01 12.4882647512466
1991-03-01 12.2432035287338
1991-04-01 12.3274610985795
1991-05-01 12.2008116360317
1991-06-01 12.2349568910731
1991-07-01 12.5416412291081
1991-08-01 12.4903876473816
1991-09-01 12.4418378255851
1991-10-01 12.1727587784090
1991-11-01 12.2612005113677
1991-12-01 12.3680066116061
1992-01-01 12.5328797123458
1992-02-01 12.3844963174816
1992-03-01 12.3368591241266
1992-04-01 12.2278690101692
1992-05-01 12.2070157188183
1992-06-01 12.2301346812751
1992-07-01 12.1456760700269
1992-08-01 12.0911236352218
1992-09-01 12.1474194107078
1992-10-01 12.1820046751979
1992-11-01 12.2516432565051
1992-12-01 12.1632961240421
1993-01-01 12.1300284694329
1993-02-01 11.9785651392280
1993-03-01 12.1355977322872
1993-04-01 12.2315345741833
1993-05-01 12.3135322093120
1993-06-01 12.2260085581273
1993-07-01 12.3495053495091
1993-08-01 12.2941739659746
1993-09-01 12.2505544819249
1993-10-01 12.7901793653800
1993-11-01 12.8475259298748
1993-12-01 12.8559173273681
1994-01-01 12.8222884304617
1994-02-01 12.7712896520907
1994-03-01 12.8355661697672
1994-04-01 12.9355699061707
1994-05-01 13.0222364129200
1994-06-01 13.0244304046330
1994-07-01 12.8474242602867
1994-08-01 12.9954228661400
1994-09-01 12.9543028226107
1994-10-01 13.0027756591565
1994-11-01 12.9499315473079
1994-12-01 12.9481078001196
1995-01-01 13.0129142048496
1995-02-01 13.0656531355163
1995-03-01 13.1287486069810
1995-04-01 13.4372755545928
1995-05-01 13.4264106357110
1995-06-01 13.5229598388528
1995-07-01 13.6471429737618
1995-08-01 13.5989584184467
1995-09-01 13.6647395505932
1995-10-01 13.7157049815507
1995-11-01 13.8489291739421
1995-12-01 13.8415762114425
1996-01-01 13.9039287723736
1996-02-01 14.0654017555553
1996-03-01 14.2209048213642
1996-04-01 13.9326335024005
1996-05-01 14.1239501757601
1996-06-01 14.0226310167083
1996-07-01 14.1497731510530
1996-08-01 14.3001029841206
1996-09-01 14.2812054489771
1996-10-01 14.3288477819189
1996-11-01 14.4515701009309
1996-12-01 14.5331906085913
1997-01-01 14.3912087381445
1997-02-01 14.3631470435197
1997-03-01 14.4133606670876
1997-04-01 14.4308368573448
1997-05-01 14.5196583720443
1997-06-01 14.6221116425662
1997-07-01 14.5558505014578
1997-08-01 14.6051964635340
1997-09-01 14.6950700399901
1997-10-01 14.6357420577061
1997-11-01 14.6557241727459
1997-12-01 14.7261821784909
1998-01-01 14.5796448244676
1998-02-01 14.6522775110719
1998-03-01 14.4088895396748
1998-04-01 14.4315201523890
1998-05-01 14.4220484595932
1998-06-01 14.5266700300326
1998-07-01 14.6548916146485
1998-08-01 14.6081035284559
1998-09-01 14.8035012189726
1998-10-01 14.8415242591046
1998-11-01 14.8676009502557
1998-12-01 14.8210701036912
1999-01-01 15.0657998609578
1999-02-01 15.3376479416805
1999-03-01 15.3049887943983
1999-04-01 14.5337751492721
1999-05-01 14.4243470742707
1999-06-01 14.4345435351156
1999-07-01 14.6540179323519
1999-08-01 14.7097335355860
1999-09-01 14.7060945851850
1999-10-01 14.3466868887321
1999-11-01 14.3776794193843
1999-12-01 14.5210712924438
2000-01-01 14.6558240508539
2000-02-01 14.5253481691340
2000-03-01 14.7031928245606
2000-04-01 14.2345196342402
2000-05-01 14.3206213504484
2000-06-01 14.2444338507055
2000-07-01 14.1463423503777
2000-08-01 14.2127295482132
2000-09-01 14.1070136546553
2000-10-01 14.1532144624253
2000-11-01 14.1899322754067
2000-12-01 14.1250116609378
2001-01-01 14.0485981360671
2001-02-01 14.0153733681021
2001-03-01 14.0029091582438
2001-04-01 14.1291639471868
2001-05-01 14.0118548445302
2001-06-01 13.9550303055713
2001-07-01 13.8384452565065
2001-08-01 13.8127665136990
2001-09-01 13.7071585905723
2001-10-01 13.8612754599037
2001-11-01 13.8023507735147
2001-12-01 13.9351309460982
2002-01-01 13.8450860209873
2002-02-01 13.7097020293557
2002-03-01 13.5966470148809
2002-04-01 13.5231016793612
2002-05-01 13.6016845812436
2002-06-01 13.5614677390843
2002-07-01 13.6278375851512
2002-08-01 13.6124875050438
2002-09-01 13.6100087927163
2002-10-01 13.5713642412280
2002-11-01 13.5128892577927
2002-12-01 13.5458275487560
2003-01-01 13.4473880584371
2003-02-01 13.5028928996376
2003-03-01 13.4913998113021
2003-04-01 13.4157043355429
2003-05-01 13.4911276635862
2003-06-01 13.5630826463790
2003-07-01 13.5209381022642
2003-08-01 13.5127331425374
2003-09-01 13.5136881963690
2003-10-01 13.5786179629854
2003-11-01 13.5164681288693
2003-12-01 13.5582442279488
2004-01-01 13.6539680560414
2004-02-01 13.6955432308055
2004-03-01 13.7888184559663
2004-04-01 13.7103252848574
2004-05-01 13.4837744608672
2004-06-01 13.5626861260461
2004-07-01 13.6128412354757
2004-08-01 13.6138286946450
2004-09-01 13.6143607648932
2004-10-01 13.5826573858306
2004-11-01 13.6205233071943
2004-12-01 13.5673879676997
2005-01-01 13.6628615903232
2005-02-01 13.6860125307549
2005-03-01 13.6902413230854
2005-04-01 13.7082443257831
2005-05-01 13.7813791760077
2005-06-01 13.7609801768690
2005-07-01 13.9032612503635
2005-08-01 13.9142303112961
2005-09-01 14.0081600066449
2005-10-01 13.9861953152777
2005-11-01 14.0232559278985
2005-12-01 13.9799479716364
2006-01-01 13.9759724989984
2006-02-01 13.9795589662487
2006-03-01 13.9869402669276
2006-04-01 14.0025518199975
2006-05-01 13.9810945765411
2006-06-01 13.9581430260315
2006-07-01 13.8963532514901
2006-08-01 13.9121089737484
2006-09-01 13.9033686261391
2006-10-01 13.7904149675058
2006-11-01 13.8280846444656
2006-12-01 13.6934546776907
2007-01-01 13.7853997255322
2007-02-01 13.7763178211638
2007-03-01 13.7812481348089
2007-04-01 13.6975662100974
2007-05-01 13.6764235915833
2007-06-01 13.7534185815371
2007-07-01 13.6949154892999
2007-08-01 13.6099814053058
2007-09-01 13.5984527250096
2007-10-01 13.5974640577904
2007-11-01 13.6301328103702
2007-12-01 13.7070820267471
2008-01-01 13.6935179448998
2008-02-01 13.7741946022939
2008-03-01 13.8744824529508
2008-04-01 13.7945812192056
2008-05-01 13.7687098073057
2008-06-01 13.6461443771369
2008-07-01 13.7971409044544
2008-08-01 13.7105445878729
2008-09-01 13.6981461385453
2008-10-01 13.4018677785214
2008-11-01 13.2324162666803
2008-12-01 13.1159955514409
2009-01-01 12.7955127368038
2009-02-01 12.5717479685118
2009-03-01 12.4698345771103
2009-04-01 12.3951072954466
2009-05-01 12.2658383513540
2009-06-01 12.1393449470394
2009-07-01 12.0001980499086
2009-08-01 12.0096068675305
2009-09-01 11.8963435660036
2009-10-01 11.9063688130150
2009-11-01 11.9353953737486
2009-12-01 11.8216327212026
2010-01-01 11.6926262846202
2010-02-01 11.6688840638169
2010-03-01 11.6652265697487
2010-04-01 11.6986247393490
2010-05-01 11.6675324847170
2010-06-01 11.7336506714273
2010-07-01 11.7041167472390
2010-08-01 11.7107993915511
2010-09-01 11.6976257823099
2010-10-01 11.7042092937278
2010-11-01 11.7356909665222
2010-12-01 11.7232085189828
2011-01-01 11.6874357020161
2011-02-01 11.6671922096257
2011-03-01 11.6665982687132
2011-04-01 11.6983918569685
2011-05-01 11.6714274983391
2011-06-01 11.6346798706837
2011-07-01 11.6081945270040
2011-08-01 11.6126094742881
2011-09-01 11.4964981580770
2011-10-01 11.5997041950121
2011-11-01 11.5330645996349
2011-12-01 11.5242639838131
2012-01-01 11.4775712948669
2012-02-01 11.5691106932035
2012-03-01 11.5682695567560
2012-04-01 11.5010426765270
2012-05-01 11.5743052421936
2012-06-01 11.5375844593327
2012-07-01 11.4140142142745
2012-08-01 11.4156898957484
2012-09-01 11.3962772243101
2012-10-01 11.2926702129127
2012-11-01 11.2268721980720
2012-12-01 11.2222761553122
2013-01-01 11.2693047086061
2013-02-01 11.2716702994030
2013-03-01 11.2711121683571
2013-04-01 11.2055455772638
2013-05-01 11.2796326652207
2013-06-01 11.2395757642753
2013-07-01 11.2182350539885
2013-08-01 11.2177712973218
2013-09-01 11.1944083679508
2013-10-01 11.1867001542416
2013-11-01 11.2208321175345
2013-12-01 11.1235245125790
2014-01-01 11.2586618752595
2014-02-01 11.2714258060750
2014-03-01 11.2731206842534
2014-04-01 11.3149862470360
2014-05-01 11.2850284720898
2014-06-01 11.2422733620238
2014-07-01 11.5215656220658
2014-08-01 11.6174553792871
2014-09-01 11.6925032979446
2014-10-01 11.6802404718314
2014-11-01 11.7148158083458
2014-12-01 11.7224627630978
2015-01-01 11.9518183660959
2015-02-01 11.8686479871059
2015-03-01 11.8786172571882
2015-04-01 11.8260262810944
2015-05-01 11.7935127268228
2015-06-01 11.7446517909397
2015-07-01 11.6219656971571
2015-08-01 11.6154041217938
2015-09-01 11.5866262772610
2015-10-01 11.5750811003630
2015-11-01 11.6079690028876
2015-12-01 11.5209682265155
2016-01-01 11.4449898115920
2016-02-01 11.2683501298530
2016-03-01 11.3869824462598
2016-04-01 11.5336117186104
2016-05-01 11.5006859499665
2016-06-01 11.4524714405281
2016-07-01 11.6221537796283
2016-08-01 11.5131667733611
2016-09-01 11.5831237033112
2016-10-01 11.5678226618871
2016-11-01 11.5974380908475
2016-12-01 11.6142214963742
2017-01-01 11.6417406351409
2017-02-01 11.4726011171261
2017-03-01 11.5938573418249
2017-04-01 11.5379773558258
2017-05-01 11.5108123928197
2017-06-01 11.5585804279623
2017-07-01 11.5237461710784
2017-08-01 11.4119942670082
2017-09-01 11.5800332995042
2017-10-01 11.6597309874443
2017-11-01 11.6882577799703
2017-12-01 11.7099312845833
2018-01-01 11.6390881929934
2018-02-01 11.7760065876385
2018-03-01 11.7958026645760
2018-04-01 11.7401798714708
2018-05-01 11.7170876083905
2018-06-01 11.7626426876117
2018-07-01 11.7280987909848
2018-08-01 11.7163431061675
2018-09-01 11.6815575079917
2018-10-01 11.7514101198190
2018-11-01 11.5792911823855
2018-12-01 11.7044274953994
2019-01-01 11.7385705338602
2019-02-01 11.7772493741349
2019-03-01 11.6946247371629
2019-04-01 11.7432491475026
2019-05-01 11.8226244008248
2019-06-01 11.7617537888202
2019-07-01 11.8342072193094
2019-08-01 11.8211913904650
2019-09-01 11.7815232318318
2019-10-01 11.7463689738779
2019-11-01 11.7746316162427
2019-12-01 11.8025377207699
2020-01-01 11.7371042082317
2020-02-01 11.7755095269803
2020-03-01 11.7896545014062
2020-04-01 10.2488421932722
2020-05-01 10.4268640839196
2020-06-01 10.6549932126979
2020-07-01 10.8440101249852
2020-08-01 10.8255287727915
2020-09-01 10.8816410973022
2020-10-01 10.8436244618296
2020-11-01 10.8690535156927
2020-12-01 10.9011241308125
2021-01-01 10.8388994310613
2021-02-01 10.9723347362926
2021-03-01 10.9870834448493
2021-04-01 11.0525983757844
2021-05-01 11.1292920652743
2021-06-01 11.0516714995863
2021-07-01 11.1508855578030
2021-08-01 11.2263868305673
2021-09-01 11.2802551009502
2021-10-01 11.4427268840284
2021-11-01 11.5661939113503
2021-12-01 11.6011191509548
2022-01-01 11.6401043447485
2022-02-01 11.6701670374953
2022-03-01 11.7849651958266
2022-04-01 11.8545848675963
2022-05-01 11.9293411582246
2022-06-01 11.9488961840383
2022-07-01 12.0578838284912
2022-08-01 12.1275689952481
2022-09-01 12.1777209703210
2022-10-01 12.2449099354255
2022-11-01 12.2640634056430
2022-12-01 12.2999109238281
2023-01-01 12.4418469760176
2023-02-01 12.5691361062479
2023-03-01 12.5810318228636
2023-04-01 12.5526156699026
2023-05-01 12.5293787009343
2023-06-01 12.6481366792607
2023-07-01 12.5635313669750
2023-08-01 12.5320686068559
2023-09-01 12.5768546283399
2023-10-01 12.5473216092343
2023-11-01 12.5638887594106
2023-12-01 12.5990157945488
2024-01-01 12.6396944104261
2024-02-01 12.6682604891861
2024-03-01 12.6724814556797
2024-04-01 12.5500877344458
2024-05-01 12.6288485151628
2024-06-01 12.6473313541662
2024-07-01 12.5719576314443
2024-08-01 12.6403554597664
2024-09-01 12.6789130138267
2024-10-01 12.7486177759340
2024-11-01 12.7625093515394
2024-12-01 12.8986730546823
2025-01-01 12.7358825466390
2025-02-01 12.6656009747797
2025-03-01 12.6617612995125
2025-04-01 12.6485920274628
2025-05-01 12.6302263811214
2025-06-01 12.6451583973376
2025-07-01 12.5794745574553
2025-08-01 12.5493048226643
2025-09-01 12.5814296946590
2025-10-01 12.4498516885656
2025-11-01 12.4617054068713
2025-12-01 12.3987401262315

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