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

Title All Employees: Manufacturing in Harrisburg-Carlisle, PA (MSA)
Series ID HARR442MFG
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 2026-05-01
Last Updated 2026-06-24 10:03 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 36.3387359881791
1990-02-01 36.2435813221293
1990-03-01 36.3084159139810
1990-04-01 36.3519128325165
1990-05-01 36.5416995914394
1990-06-01 37.0467280755537
1990-07-01 36.4219922032976
1990-08-01 36.4489350671343
1990-09-01 36.5169542885035
1990-10-01 36.4170748950552
1990-11-01 36.3599918146320
1990-12-01 36.1905571079077
1991-01-01 36.4528050379681
1991-02-01 35.3487437830946
1991-03-01 35.1986435329566
1991-04-01 35.3405304891163
1991-05-01 35.0255046434132
1991-06-01 34.9157159186813
1991-07-01 34.7242039691650
1991-08-01 34.7654328946481
1991-09-01 34.7291355386093
1991-10-01 35.0350500709244
1991-11-01 34.5775448165908
1991-12-01 34.5911823769551
1992-01-01 34.4856321968247
1992-02-01 34.4588975223232
1992-03-01 34.5780825409605
1992-04-01 34.4270901228455
1992-05-01 34.5121985452313
1992-06-01 34.4918038037450
1992-07-01 34.7191710849964
1992-08-01 34.3545467052952
1992-09-01 34.3414031835643
1992-10-01 34.5568967540003
1992-11-01 34.6875472883196
1992-12-01 34.6729374825301
1993-01-01 35.1417876148500
1993-02-01 34.7834348507699
1993-03-01 34.5395632393585
1993-04-01 34.1216992875811
1993-05-01 34.1868209387191
1993-06-01 34.6486494080652
1993-07-01 35.3975763060522
1993-08-01 35.3413659768822
1993-09-01 35.5610878601258
1993-10-01 35.0799354282981
1993-11-01 35.0094331623551
1993-12-01 35.0920508594078
1994-01-01 34.8844691308185
1994-02-01 34.6788475535256
1994-03-01 34.0933469847782
1994-04-01 35.0090864663752
1994-05-01 35.0601689994207
1994-06-01 35.3977005289803
1994-07-01 34.9834077407573
1994-08-01 34.9513028580379
1994-09-01 35.0865658776934
1994-10-01 35.2148012778796
1994-11-01 35.4624025751255
1994-12-01 35.6348732397455
1995-01-01 35.3229096314094
1995-02-01 35.2848154909100
1995-03-01 35.3609534856872
1995-04-01 35.0686438308778
1995-05-01 35.0125211689907
1995-06-01 34.4977399718819
1995-07-01 34.5658265686019
1995-08-01 34.6889647937061
1995-09-01 34.5209591593470
1995-10-01 34.4472368981788
1995-11-01 34.3422232311162
1995-12-01 34.2313506228285
1996-01-01 34.1253850006195
1996-02-01 34.2639251238266
1996-03-01 34.1253335713260
1996-04-01 33.8912562330220
1996-05-01 33.8657716847224
1996-06-01 33.4968769912035
1996-07-01 33.8584717884809
1996-08-01 33.7279225626724
1996-09-01 33.6532262649359
1996-10-01 33.6733805520887
1996-11-01 33.3258377048259
1996-12-01 33.5143438168369
1997-01-01 33.9280544426469
1997-02-01 34.1514353191080
1997-03-01 33.9059014810859
1997-04-01 33.9446033213946
1997-05-01 33.7317991332371
1997-06-01 33.7002138146936
1997-07-01 33.6375748132729
1997-08-01 33.5601031363881
1997-09-01 33.7862302113482
1997-10-01 33.7907300216644
1997-11-01 33.8820707211206
1997-12-01 34.0714711904130
1998-01-01 34.0214644248133
1998-02-01 34.1250259707985
1998-03-01 34.3025687299437
1998-04-01 34.5216073342425
1998-05-01 34.7246185257645
1998-06-01 34.8415973994310
1998-07-01 34.7232505339352
1998-08-01 34.5683659514708
1998-09-01 34.3835447888931
1998-10-01 34.3030193103678
1998-11-01 33.7187587108184
1998-12-01 33.4846908523266
1999-01-01 33.7138889750516
1999-02-01 33.3016122116998
1999-03-01 33.0930719947020
1999-04-01 33.1259724311101
1999-05-01 32.7187251134338
1999-06-01 32.7387401764748
1999-07-01 32.7271974110399
1999-08-01 32.1206458821828
1999-09-01 31.4803831544300
1999-10-01 31.2010004907469
1999-11-01 31.3275961840624
1999-12-01 31.1683907887947
2000-01-01 31.1909920982819
2000-02-01 31.1758527115172
2000-03-01 31.1788694575306
2000-04-01 31.1432770512527
2000-05-01 31.3268282417010
2000-06-01 31.3699032425251
2000-07-01 31.3282118709481
2000-08-01 31.4435916423876
2000-09-01 31.3528863682772
2000-10-01 31.2924155643141
2000-11-01 31.3151031005135
2000-12-01 31.1468688869579
2001-01-01 30.6862063072847
2001-02-01 30.6663153981276
2001-03-01 30.2730718616724
2001-04-01 29.7797810968337
2001-05-01 29.3153980230343
2001-06-01 28.8293190930101
2001-07-01 28.6145926385287
2001-08-01 28.3850317324067
2001-09-01 28.4532591800547
2001-10-01 28.1830170378674
2001-11-01 27.9924308784474
2001-12-01 27.9551197807939
2002-01-01 27.9737343458349
2002-02-01 27.8465395585912
2002-03-01 28.1645355745334
2002-04-01 27.6871212356566
2002-05-01 25.1882802765858
2002-06-01 26.5789522037253
2002-07-01 27.6792670476308
2002-08-01 27.5994456023436
2002-09-01 27.5477646644149
2002-10-01 27.4748725546210
2002-11-01 27.2792109362448
2002-12-01 27.3784460246158
2003-01-01 27.4823452399281
2003-02-01 26.8467049545712
2003-03-01 26.5603194282763
2003-04-01 26.5956655859064
2003-05-01 26.4665553060130
2003-06-01 26.6899400784139
2003-07-01 26.2414894349831
2003-08-01 26.1093563182493
2003-09-01 26.0686824964263
2003-10-01 25.8642267928738
2003-11-01 25.8830956201700
2003-12-01 25.6191465224460
2004-01-01 25.5812363307098
2004-02-01 25.5499063814704
2004-03-01 25.4624547429376
2004-04-01 25.4883769742083
2004-05-01 25.5422849490050
2004-06-01 25.3783791059777
2004-07-01 25.6069530512218
2004-08-01 25.3955247793165
2004-09-01 25.2980000965589
2004-10-01 25.3554480072951
2004-11-01 25.3919114088315
2004-12-01 25.3665822288351
2005-01-01 25.6018561793552
2005-02-01 25.0471558921100
2005-03-01 24.8597469619580
2005-04-01 25.1957377755073
2005-05-01 25.0215025525046
2005-06-01 24.8490469957951
2005-07-01 24.7943218063938
2005-08-01 24.6775677830444
2005-09-01 24.6237569238761
2005-10-01 24.5516867873094
2005-11-01 24.5013635779437
2005-12-01 24.4866147341963
2006-01-01 24.6241890686741
2006-02-01 24.8588445360073
2006-03-01 24.8499618814134
2006-04-01 24.7954223920335
2006-05-01 24.8138623562564
2006-06-01 24.8168804082082
2006-07-01 24.7935822990903
2006-08-01 24.7580617888802
2006-09-01 24.7256933869948
2006-10-01 24.7440688573228
2006-11-01 24.6076760603012
2006-12-01 24.4878754058205
2007-01-01 24.5647334805881
2007-02-01 24.6737736974269
2007-03-01 24.2413470893087
2007-04-01 24.1901351661074
2007-05-01 24.2162400410403
2007-06-01 24.2794820016712
2007-07-01 24.3036578696712
2007-08-01 24.3576620986117
2007-09-01 24.1138214921311
2007-10-01 24.2376559173786
2007-11-01 24.2147851810398
2007-12-01 24.2671926675664
2008-01-01 24.3019722455680
2008-02-01 24.4137155149799
2008-03-01 24.3548851614908
2008-04-01 24.1726612914751
2008-05-01 24.1119640980189
2008-06-01 24.0468316912584
2008-07-01 23.8081369955151
2008-08-01 23.6577641302042
2008-09-01 23.6052451730748
2008-10-01 23.1429432069738
2008-11-01 22.9102695272228
2008-12-01 22.6554557748859
2009-01-01 22.0156871031753
2009-02-01 21.8166736693616
2009-03-01 21.6636206066892
2009-04-01 21.4182024747781
2009-05-01 20.8974922915559
2009-06-01 20.4525735865936
2009-07-01 20.2353913086972
2009-08-01 20.1993363637732
2009-09-01 20.2169558966208
2009-10-01 20.1634955565473
2009-11-01 20.1119705496318
2009-12-01 20.0556257413634
2010-01-01 19.9129901680802
2010-02-01 19.9239793458429
2010-03-01 19.8769544749307
2010-04-01 19.9685695312624
2010-05-01 19.9772761352660
2010-06-01 20.1309588898303
2010-07-01 20.2144384034128
2010-08-01 19.9918610322352
2010-09-01 20.0310011187306
2010-10-01 19.9830823672317
2010-11-01 19.9135300888478
2010-12-01 19.9670742420206
2011-01-01 19.9333672495735
2011-02-01 19.9387861457247
2011-03-01 20.0012304356962
2011-04-01 20.1430079686740
2011-05-01 20.1577388323551
2011-06-01 20.0000444466577
2011-07-01 20.0871899048459
2011-08-01 20.1850434058349
2011-09-01 20.1553140148782
2011-10-01 20.2023150197118
2011-11-01 20.3266739878392
2011-12-01 20.2864956661770
2012-01-01 20.3411128934146
2012-02-01 20.3476296028998
2012-03-01 20.3191047007768
2012-04-01 20.3215009449419
2012-05-01 20.3361189515606
2012-06-01 20.3749847188499
2012-07-01 20.3602848288494
2012-08-01 20.2830221555571
2012-09-01 20.0869667114204
2012-10-01 19.8182307379794
2012-11-01 19.8346584639583
2012-12-01 19.8089719062243
2013-01-01 19.8222600718999
2013-02-01 19.8298683388888
2013-03-01 19.7102554104437
2013-04-01 19.7133564940379
2013-05-01 19.6271968528510
2013-06-01 19.7669904413404
2013-07-01 19.6559171399766
2013-08-01 19.8027881353780
2013-09-01 19.9076004730542
2013-10-01 20.0292640110599
2013-11-01 20.2504851827974
2013-12-01 20.3279474535094
2014-01-01 20.4082829237795
2014-02-01 20.5294864327973
2014-03-01 20.8082429417532
2014-04-01 20.8153651460264
2014-05-01 21.0143637453688
2014-06-01 21.1465620569214
2014-07-01 21.3246450078878
2014-08-01 21.3018245828306
2014-09-01 21.3162948277739
2014-10-01 21.4385473887665
2014-11-01 21.4574911492910
2014-12-01 21.5437670310883
2015-01-01 21.4981401663615
2015-02-01 21.5364320562423
2015-03-01 21.4954550777360
2015-04-01 21.5186765187096
2015-05-01 21.5131815614429
2015-06-01 21.4495221019546
2015-07-01 21.4217214247296
2015-08-01 21.3285716533894
2015-09-01 21.5121423609425
2015-10-01 21.3433761964804
2015-11-01 21.2702729381292
2015-12-01 21.2518092058178
2016-01-01 21.2635610789341
2016-02-01 21.2188677813358
2016-03-01 21.2748953334485
2016-04-01 21.2101938129119
2016-05-01 21.2117091343060
2016-06-01 21.2838539279008
2016-07-01 21.2322315914044
2016-08-01 21.2495415122325
2016-09-01 21.3033780063046
2016-10-01 21.3468909436286
2016-11-01 21.3787823205449
2016-12-01 21.3552540021538
2017-01-01 21.4363705564805
2017-02-01 21.4032787588816
2017-03-01 21.3570360865693
2017-04-01 21.4133314490334
2017-05-01 21.4217811033736
2017-06-01 21.3184008916919
2017-07-01 21.4358088651432
2017-08-01 21.4532839830307
2017-09-01 21.3875383769116
2017-10-01 21.3489876384072
2017-11-01 21.3921220935663
2017-12-01 21.2559862784048
2018-01-01 21.1087318714182
2018-02-01 21.1701448511044
2018-03-01 21.2431917107642
2018-04-01 21.4138160458107
2018-05-01 21.3409421027031
2018-06-01 21.4609881654531
2018-07-01 21.4529644490200
2018-08-01 21.4474930239028
2018-09-01 21.5685406917090
2018-10-01 21.5494678491769
2018-11-01 21.5889105283087
2018-12-01 21.7507328961564
2019-01-01 21.9088748214112
2019-02-01 21.9506307242919
2019-03-01 22.1389442114753
2019-04-01 22.0203303788636
2019-05-01 22.0691831283233
2019-06-01 21.8948787181969
2019-07-01 21.8649064045271
2019-08-01 21.8343956026676
2019-09-01 21.8472014947796
2019-10-01 22.0420542147395
2019-11-01 22.0838655666693
2019-12-01 22.2433970269093
2020-01-01 22.3146806679958
2020-02-01 22.4326610867269
2020-03-01 22.4290053286687
2020-04-01 20.3111020297566
2020-05-01 20.4925655496361
2020-06-01 20.7361116194408
2020-07-01 21.1047245826901
2020-08-01 21.2407384170332
2020-09-01 21.3393474944151
2020-10-01 21.3190147625829
2020-11-01 21.3629361202076
2020-12-01 21.4270948703988
2021-01-01 21.3139812472967
2021-02-01 21.6160803509097
2021-03-01 21.8151479702322
2021-04-01 21.7226398556249
2021-05-01 21.7151311982297
2021-06-01 21.6367425763807
2021-07-01 21.8230984961589
2021-08-01 21.9361718907119
2021-09-01 22.0340369295384
2021-10-01 21.9935891175727
2021-11-01 22.1463255094801
2021-12-01 22.1223377001227
2022-01-01 22.1329104505045
2022-02-01 22.2209518897084
2022-03-01 22.2121243573728
2022-04-01 22.3231057206972
2022-05-01 22.3256509352974
2022-06-01 22.3208867181547
2022-07-01 22.4430242347857
2022-08-01 22.4369371955762
2022-09-01 22.4472030500009
2022-10-01 22.4719968092914
2022-11-01 22.4271311335151
2022-12-01 22.4209641823958
2023-01-01 22.4446872532459
2023-02-01 22.4277252103594
2023-03-01 22.5124680110785
2023-04-01 22.6252655911811
2023-05-01 22.5249248224513
2023-06-01 22.0981075841929
2023-07-01 22.1563090280990
2023-08-01 22.1486447056020
2023-09-01 22.1657583160759
2023-10-01 22.2636264543605
2023-11-01 22.2240033587044
2023-12-01 22.2270900957359
2024-01-01 22.0420710975305
2024-02-01 21.8246513805319
2024-03-01 21.8061227236401
2024-04-01 21.6196707255751
2024-05-01 21.5100996738491
2024-06-01 21.4786562448970
2024-07-01 21.2706961028284
2024-08-01 21.1679360008092
2024-09-01 21.0912046216773
2024-10-01 20.9638067603440
2024-11-01 20.8266530546774
2024-12-01 20.6263007273761
2025-01-01 20.5215741107826
2025-02-01 20.5121482508196
2025-03-01 20.2978898247005
2025-04-01 20.3196791614859
2025-05-01 20.1984937782074
2025-06-01 20.1743038411316
2025-07-01 20.1767647401072
2025-08-01 19.9825184703754
2025-09-01 19.8035513539176
2025-10-01 19.6719336966882
2025-11-01 19.7328932405762
2025-12-01 19.7298985296439
2026-01-01 19.8120042805763
2026-02-01 19.7995636279719
2026-03-01 19.7984240660050
2026-04-01 19.7177783608963
2026-05-01 19.7923062149187

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