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

Title All Employees: Information in Harrisburg-Carlisle, PA (MSA)
Series ID HARR442INFO
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-04-01
Last Updated 2026-05-26 3:02 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 5.96974339129514
1990-02-01 5.98558123254648
1990-03-01 6.00249741263527
1990-04-01 6.08152775075432
1990-05-01 6.04414248056851
1990-06-01 6.12106280102177
1990-07-01 6.04217323526217
1990-08-01 6.09832391461726
1990-09-01 6.25129003747306
1990-10-01 6.07582676887200
1990-11-01 6.11960292510433
1990-12-01 6.11270815639584
1991-01-01 5.86890386024386
1991-02-01 5.87918780621591
1991-03-01 5.89694047031052
1991-04-01 5.88633985234742
1991-05-01 5.84432484785981
1991-06-01 5.82700304666479
1991-07-01 5.93740688177627
1991-08-01 5.89752302643454
1991-09-01 5.75359156164936
1991-10-01 5.87936791600653
1991-11-01 5.92682457151236
1991-12-01 5.91101846014333
1992-01-01 6.06877729164034
1992-02-01 6.06647714650597
1992-03-01 5.98728263773085
1992-04-01 6.09590369847829
1992-05-01 6.14312824253812
1992-06-01 6.13545861477608
1992-07-01 5.93062435145634
1992-08-01 5.99705238119243
1992-09-01 6.05556397906609
1992-10-01 6.08113238269358
1992-11-01 6.04232107802558
1992-12-01 6.01158018740394
1993-01-01 5.96788114633585
1993-02-01 5.94950804215268
1993-03-01 5.97937749545468
1993-04-01 5.89694334501542
1993-05-01 5.93931683672796
1993-06-01 5.94117263139566
1993-07-01 6.03259595733420
1993-08-01 6.10497755777332
1993-09-01 6.05850799166349
1993-10-01 6.07819440252907
1993-11-01 6.04998268189174
1993-12-01 6.00979500491610
1994-01-01 6.27432483049656
1994-02-01 6.33720329380166
1994-03-01 6.37223021748899
1994-04-01 6.39102799413900
1994-05-01 6.43702780548272
1994-06-01 6.44517870207163
1994-07-01 6.53289569896672
1994-08-01 6.50989105325073
1994-09-01 6.56536140325635
1994-10-01 6.57724723469107
1994-11-01 6.66017708538878
1994-12-01 6.70693624041795
1995-01-01 6.68183181170113
1995-02-01 6.72581536045659
1995-03-01 6.86941327067946
1995-04-01 6.67249210795300
1995-05-01 6.64037894289302
1995-06-01 6.84179526116659
1995-07-01 6.84142469099742
1995-08-01 6.91874838063021
1995-09-01 6.96825365043139
1995-10-01 6.97821225872183
1995-11-01 6.96025798110254
1995-12-01 7.00280902559988
1996-01-01 6.99370753606481
1996-02-01 7.02164517127008
1996-03-01 7.06710671120037
1996-04-01 7.15495271988444
1996-05-01 7.14556638119548
1996-06-01 7.13312776822111
1996-07-01 7.14978245130109
1996-08-01 7.21896832393698
1996-09-01 7.26874748399359
1996-10-01 7.38579506578807
1996-11-01 7.46338226703419
1996-12-01 7.40115996826647
1997-01-01 7.50240546470252
1997-02-01 7.51666638127691
1997-03-01 7.47014566716114
1997-04-01 7.63818200314451
1997-05-01 7.64812593746732
1997-06-01 7.62208616781761
1997-07-01 7.66339956183661
1997-08-01 7.51844222992856
1997-09-01 7.46386722648575
1997-10-01 7.49186944122891
1997-11-01 7.46144315799631
1997-12-01 7.50347782206869
1998-01-01 7.41043732690931
1998-02-01 7.51145099932580
1998-03-01 7.47314162954216
1998-04-01 7.13507164787186
1998-05-01 7.15116228185347
1998-06-01 7.21747104724998
1998-07-01 7.16619148792123
1998-08-01 7.20595170935889
1998-09-01 7.25799289807847
1998-10-01 7.20127093187341
1998-11-01 7.16651061396788
1998-12-01 7.09935366257339
1999-01-01 7.21752205993294
1999-02-01 7.20356646841420
1999-03-01 7.27702472914710
1999-04-01 7.23917007011226
1999-05-01 7.26060226861221
1999-06-01 7.32004519715917
1999-07-01 7.16940653916482
1999-08-01 7.18850592318601
1999-09-01 7.04141654098136
1999-10-01 7.10645643842253
1999-11-01 7.16584567530680
1999-12-01 7.19709803552839
2000-01-01 7.22600798202658
2000-02-01 7.29753742724481
2000-03-01 7.28138128847046
2000-04-01 7.45662763101749
2000-05-01 7.56971442401064
2000-06-01 7.62599782799752
2000-07-01 7.67033216555895
2000-08-01 7.26707705176923
2000-09-01 7.82320111716326
2000-10-01 7.90437551282716
2000-11-01 7.95992605379232
2000-12-01 7.99317899410987
2001-01-01 8.03619231306376
2001-02-01 8.09834856006322
2001-03-01 8.09229995755973
2001-04-01 8.07566659806269
2001-05-01 8.07523151813118
2001-06-01 8.03348875582636
2001-07-01 8.17102181977568
2001-08-01 8.15479041906856
2001-09-01 8.10422641239602
2001-10-01 8.09176715770366
2001-11-01 8.03984311700602
2001-12-01 8.09155541057629
2002-01-01 8.04727449801774
2002-02-01 8.00658408526784
2002-03-01 8.00525199872934
2002-04-01 8.00081532749103
2002-05-01 7.87972796535546
2002-06-01 7.74051943611067
2002-07-01 7.76441133917652
2002-08-01 7.74674321384387
2002-09-01 7.69226635433913
2002-10-01 7.57417452215133
2002-11-01 7.51620896735666
2002-12-01 7.28487179237399
2003-01-01 7.35749390541770
2003-02-01 7.32364364584174
2003-03-01 7.31706870991613
2003-04-01 7.12143379818831
2003-05-01 6.98713072802680
2003-06-01 7.04557717627985
2003-07-01 6.95762630216378
2003-08-01 6.94318288814949
2003-09-01 6.88233187579141
2003-10-01 6.85504190526262
2003-11-01 6.79344451234383
2003-12-01 6.68041570613942
2004-01-01 6.76250318495384
2004-02-01 6.74137713433989
2004-03-01 6.72592198471764
2004-04-01 6.34179867203748
2004-05-01 6.39172917996961
2004-06-01 6.34532137339785
2004-07-01 6.35226503186946
2004-08-01 6.24121462015302
2004-09-01 6.28162988480118
2004-10-01 6.24084971517426
2004-11-01 6.27958616456447
2004-12-01 6.27697455394949
2005-01-01 6.15824469678634
2005-02-01 6.15337981650911
2005-03-01 6.03709935663304
2005-04-01 6.14900567481697
2005-05-01 6.18941072446007
2005-06-01 6.24633069189450
2005-07-01 6.24800737610204
2005-08-01 6.34847884689463
2005-09-01 6.38787153501770
2005-10-01 6.43337678421505
2005-11-01 6.47152030213146
2005-12-01 6.57362406662140
2006-01-01 6.44862302671307
2006-02-01 6.45619773823083
2006-03-01 6.54162412357685
2006-04-01 6.55145789601288
2006-05-01 6.48911572970676
2006-06-01 6.54916286267588
2006-07-01 6.64776978184415
2006-08-01 6.65373906696634
2006-09-01 6.59279575140188
2006-10-01 6.63064686849495
2006-11-01 6.57572630602109
2006-12-01 6.57321411330460
2007-01-01 6.63978737020962
2007-02-01 6.55448107755972
2007-03-01 6.54010242178973
2007-04-01 6.53998780259987
2007-05-01 6.59248756266112
2007-06-01 6.65161443045324
2007-07-01 6.64774466853080
2007-08-01 6.65767296269457
2007-09-01 6.69553136289398
2007-10-01 6.73414596088703
2007-11-01 6.78627986558401
2007-12-01 6.87650126294311
2008-01-01 6.93496127188817
2008-02-01 6.94899443793059
2008-03-01 6.83615798880628
2008-04-01 6.92586188949860
2008-05-01 6.79559753744583
2008-06-01 6.64892592256493
2008-07-01 6.55113775812958
2008-08-01 6.45959815574523
2008-09-01 6.39422332637289
2008-10-01 6.33718367231274
2008-11-01 6.29994845308089
2008-12-01 6.18366111837202
2009-01-01 6.13700896668158
2009-02-01 6.04382128928389
2009-03-01 6.03314335048469
2009-04-01 5.90853165636817
2009-05-01 5.89467096492476
2009-06-01 5.84643674353887
2009-07-01 5.85079500622294
2009-08-01 5.85938984227886
2009-09-01 5.89329145510619
2009-10-01 5.94189761889169
2009-11-01 5.80931264069700
2009-12-01 5.79118019721697
2010-01-01 5.74183285456686
2010-02-01 5.74561664628716
2010-03-01 5.72909385694537
2010-04-01 5.69797161520087
2010-05-01 5.59145264440851
2010-06-01 5.64267096083054
2010-07-01 5.55283492976927
2010-08-01 5.45280526150271
2010-09-01 5.48909384216345
2010-10-01 5.24313118759513
2010-11-01 5.21662780570238
2010-12-01 5.19869221839632
2011-01-01 5.14966977561402
2011-02-01 5.15514429780386
2011-03-01 5.12553368564111
2011-04-01 5.18701150529000
2011-05-01 5.29233982429195
2011-06-01 5.13775594653223
2011-07-01 5.14796940392025
2011-08-01 4.84216218114070
2011-09-01 5.19038570716145
2011-10-01 5.24332479274409
2011-11-01 5.42206238861697
2011-12-01 5.20497332095490
2012-01-01 5.15471377803543
2012-02-01 5.16683710404051
2012-03-01 5.22172788802141
2012-04-01 5.08345202434660
2012-05-01 5.09480014161164
2012-06-01 5.03289060142000
2012-07-01 5.04322298883631
2012-08-01 5.03218949979220
2012-09-01 4.89029320164393
2012-10-01 4.93914128400411
2012-11-01 4.92742673247602
2012-12-01 4.90840483531882
2013-01-01 4.95829928684699
2013-02-01 4.87895449862319
2013-03-01 4.81761710306194
2013-04-01 4.78171843778641
2013-05-01 4.79985278556458
2013-06-01 4.73171163319388
2013-07-01 4.63724214283362
2013-08-01 4.62413401225444
2013-09-01 4.59194950047627
2013-10-01 4.53064860675715
2013-11-01 4.52947980855226
2013-12-01 4.51572952815590
2014-01-01 4.65768588207963
2014-02-01 4.48294571208300
2014-03-01 4.51475231643203
2014-04-01 4.58830508489197
2014-05-01 4.50382355462178
2014-06-01 4.53449347610304
2014-07-01 4.53483837166420
2014-08-01 4.41830723062801
2014-09-01 4.49000557490254
2014-10-01 4.51923888956428
2014-11-01 4.53021071897782
2014-12-01 4.52242631117103
2015-01-01 4.45698128921220
2015-02-01 4.48042850485121
2015-03-01 4.51619131902491
2015-04-01 4.39436175388679
2015-05-01 4.40717452482802
2015-06-01 4.43639384981796
2015-07-01 4.43453963943388
2015-08-01 4.42175317846967
2015-09-01 4.39095492447554
2015-10-01 4.30713154754009
2015-11-01 4.22428070160936
2015-12-01 4.22912412495217
2016-01-01 4.05402024841198
2016-02-01 4.06526089855574
2016-03-01 4.11959102586094
2016-04-01 4.11010131132221
2016-05-01 3.90807477812625
2016-06-01 4.03965861109204
2016-07-01 4.03828218127245
2016-08-01 4.02846427134837
2016-09-01 3.99349358800092
2016-10-01 3.99836977766531
2016-11-01 3.91533979652651
2016-12-01 3.83254405390546
2017-01-01 3.84569189854404
2017-02-01 3.84247642400091
2017-03-01 3.71863156596458
2017-04-01 3.73289991585906
2017-05-01 3.71138401631728
2017-06-01 3.64734309536365
2017-07-01 3.64239956507227
2017-08-01 3.63721382893173
2017-09-01 3.59545750487932
2017-10-01 3.59196944086056
2017-11-01 3.60709180540781
2017-12-01 3.64206737285182
2018-01-01 3.62937158634150
2018-02-01 3.51019345734866
2018-03-01 3.61519544931141
2018-04-01 3.76263331476474
2018-05-01 3.71601660344460
2018-06-01 3.65415940544628
2018-07-01 3.54794496587360
2018-08-01 3.54464513301407
2018-09-01 3.58957994644802
2018-10-01 3.59157065508408
2018-11-01 3.60635534655988
2018-12-01 3.54743359246428
2019-01-01 3.51420399354512
2019-02-01 3.48685421256073
2019-03-01 3.51110534267104
2019-04-01 3.47925847269229
2019-05-01 3.52632689527124
2019-06-01 3.55822017162235
2019-07-01 3.54921136171170
2019-08-01 3.54964119752791
2019-09-01 3.47982712197005
2019-10-01 3.39401710071062
2019-11-01 3.50909062548882
2019-12-01 3.45776056523901
2020-01-01 3.40613054389108
2020-02-01 3.37009490780099
2020-03-01 3.30479045145431
2020-04-01 3.08692808492727
2020-05-01 3.03766371912283
2020-06-01 2.95610228986687
2020-07-01 3.05192120123301
2020-08-01 3.04664842403096
2020-09-01 3.06614098837098
2020-10-01 3.10203913934084
2020-11-01 3.11909847111578
2020-12-01 3.16234962055496
2021-01-01 3.30523630039422
2021-02-01 3.36663428906310
2021-03-01 3.39759457174134
2021-04-01 3.38020480681212
2021-05-01 3.44624741318432
2021-06-01 3.45609736925980
2021-07-01 3.45310217705019
2021-08-01 3.43992881734041
2021-09-01 3.55324729854834
2021-10-01 3.51330229786930
2021-11-01 3.42961889712170
2021-12-01 3.46873659595698
2022-01-01 3.40753839595864
2022-02-01 3.36819323781406
2022-03-01 3.39494128978116
2022-04-01 3.56358564493900
2022-05-01 3.44181688369957
2022-06-01 3.65569811121625
2022-07-01 3.56322019615538
2022-08-01 3.53669664766744
2022-09-01 3.44259362144857
2022-10-01 3.42515593000969
2022-11-01 3.43797799388779
2022-12-01 3.36255034856452
2023-01-01 3.41342901719043
2023-02-01 3.47999545385305
2023-03-01 3.29725579060194
2023-04-01 3.43990369865737
2023-05-01 3.43095377296032
2023-06-01 3.45594582360184
2023-07-01 3.37117047440129
2023-08-01 3.43770975419314
2023-09-01 3.44294641175087
2023-10-01 3.43742562440278
2023-11-01 3.43723901773483
2023-12-01 3.45449853324679
2024-01-01 3.31794239320920
2024-02-01 3.39112811262550
2024-03-01 3.39906236588341
2024-04-01 3.32113233931057
2024-05-01 3.31712906139022
2024-06-01 3.25485035245018
2024-07-01 3.28407601007533
2024-08-01 3.24204530281906
2024-09-01 3.24831180028217
2024-10-01 3.14553026760105
2024-11-01 3.23310736559316
2024-12-01 3.24072011787009
2025-01-01 3.21988730759069
2025-02-01 3.10054395746951
2025-03-01 3.19726806331655
2025-04-01 3.21218720806127
2025-05-01 3.20950294858761
2025-06-01 3.15817568714179
2025-07-01 3.08850972048084
2025-08-01 3.14623500226360
2025-09-01 3.15528381211264
2025-10-01 3.15083911824893
2025-11-01 3.12858524361900
2025-12-01 3.13145881949285
2026-01-01 3.11824215973068
2026-02-01 3.10512004905365
2026-03-01 3.09536341361071
2026-04-01 3.10903862056239

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