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 2026-08-01
Last Updated 2026-09-18 12:11 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 5.9688053288
1990-02-01 5.9854632642
1990-03-01 6.0000624804
1990-04-01 6.0816258897
1990-05-01 6.0443205797
1990-06-01 6.1212754123
1990-07-01 6.0410878001
1990-08-01 6.0990543586
1990-09-01 6.2519107722
1990-10-01 6.0757763535
1990-11-01 6.1196962033
1990-12-01 6.1152754985
1991-01-01 5.8680167930
1991-02-01 5.8790280891
1991-03-01 5.8947513656
1991-04-01 5.8864044576
1991-05-01 5.8444658997
1991-06-01 5.8271803187
1991-07-01 5.9364314855
1991-08-01 5.8983287976
1991-09-01 5.7540815044
1991-10-01 5.8792364613
1991-11-01 5.9268644440
1991-12-01 5.9132653685
1992-01-01 6.0679514420
1992-02-01 6.0662628123
1992-03-01 5.9852966580
1992-04-01 6.0965501960
1992-05-01 6.1431362253
1992-06-01 6.1355557393
1992-07-01 5.9297529188
1992-08-01 5.9979538438
1992-09-01 6.0557306992
1992-10-01 6.0809650017
1992-11-01 6.0423561073
1992-12-01 6.0129969463
1993-01-01 5.9673165336
1993-02-01 5.9493558944
1993-03-01 5.9775882703
1993-04-01 5.8983037934
1993-05-01 5.9392908721
1993-06-01 5.9412346746
1993-07-01 6.0318489063
1993-08-01 6.1057934680
1993-09-01 6.0584882163
1993-10-01 6.0780060160
1993-11-01 6.0495896558
1993-12-01 6.0104237141
1994-01-01 6.2738649596
1994-02-01 6.3368975144
1994-03-01 6.3719418129
1994-04-01 6.3928149025
1994-05-01 6.4367091000
1994-06-01 6.4449900973
1994-07-01 6.5322320473
1994-08-01 6.5105505386
1994-09-01 6.5651236023
1994-10-01 6.5770495917
1994-11-01 6.6594473455
1994-12-01 6.7070836262
1995-01-01 6.6816192004
1995-02-01 6.7250449826
1995-03-01 6.8708072974
1995-04-01 6.6744015976
1995-05-01 6.6398389445
1995-06-01 6.8413324628
1995-07-01 6.8407887118
1995-08-01 6.9189428781
1995-09-01 6.9679533222
1995-10-01 6.9778842509
1995-11-01 6.9589125714
1995-12-01 7.0039457094
1996-01-01 6.9933904069
1996-02-01 7.0202812790
1996-03-01 7.0701431863
1996-04-01 7.1570392509
1996-05-01 7.1449376376
1996-06-01 7.1309824499
1996-07-01 7.1491909189
1996-08-01 7.2186786638
1996-09-01 7.2694648556
1996-10-01 7.3852232960
1996-11-01 7.4617611323
1996-12-01 7.4032878949
1997-01-01 7.5020464761
1997-02-01 7.5148301741
1997-03-01 7.4743109169
1997-04-01 7.6399221749
1997-05-01 7.6475595896
1997-06-01 7.6183726499
1997-07-01 7.6627708011
1997-08-01 7.5177563865
1997-09-01 7.4657533550
1997-10-01 7.4911816811
1997-11-01 7.4596127133
1997-12-01 7.5065762574
1998-01-01 7.4099257528
1998-02-01 7.5094703800
1998-03-01 7.4782758038
1998-04-01 7.1361153024
1998-05-01 7.1506678914
1998-06-01 7.2119035030
1998-07-01 7.1656310612
1998-08-01 7.2052003058
1998-09-01 7.2611265218
1998-10-01 7.2005763056
1998-11-01 7.1650994733
1998-12-01 7.1024834304
1999-01-01 7.2170336519
1999-02-01 7.2016132624
1999-03-01 7.2820999543
1999-04-01 7.2395681989
1999-05-01 7.2601630713
1999-06-01 7.3140913846
1999-07-01 7.1689378722
1999-08-01 7.1878116288
1999-09-01 7.0446880715
1999-10-01 7.1058921842
1999-11-01 7.1648845457
1999-12-01 7.2002204321
2000-01-01 7.2254875873
2000-02-01 7.2960759815
2000-03-01 7.2853984375
2000-04-01 7.4568876134
2000-05-01 7.5694571349
2000-06-01 7.6198321804
2000-07-01 7.6700864052
2000-08-01 7.2665610273
2000-09-01 7.8266253808
2000-10-01 7.9039671181
2000-11-01 7.9595305225
2000-12-01 7.9952424410
2001-01-01 8.0357578809
2001-02-01 8.0974507038
2001-03-01 8.0952535910
2001-04-01 8.0756371535
2001-05-01 8.0749481677
2001-06-01 8.0288447701
2001-07-01 8.1708725697
2001-08-01 8.1544646782
2001-09-01 8.1066483511
2001-10-01 8.0916788444
2001-11-01 8.0397498054
2001-12-01 8.0926334815
2002-01-01 8.0470059453
2002-02-01 8.0062995419
2002-03-01 8.0072779708
2002-04-01 8.0005178791
2002-05-01 7.8794574776
2002-06-01 7.7374907751
2002-07-01 7.7643447041
2002-08-01 7.7466126283
2002-09-01 7.6936178003
2002-10-01 7.5743376584
2002-11-01 7.5163961136
2002-12-01 7.2850157705
2003-01-01 7.3574973996
2003-02-01 7.3235947009
2003-03-01 7.3182109686
2003-04-01 7.1211436208
2003-05-01 6.9868107629
2003-06-01 7.0444195873
2003-07-01 6.9575175338
2003-08-01 6.9431332747
2003-09-01 6.8824680302
2003-10-01 6.8552631049
2003-11-01 6.7936571785
2003-12-01 6.6805800079
2004-01-01 6.7626251421
2004-02-01 6.7414907050
2004-03-01 6.7262076443
2004-04-01 6.3417002588
2004-05-01 6.3915831473
2004-06-01 6.3447312577
2004-07-01 6.3522089512
2004-08-01 6.2412040507
2004-09-01 6.2816742501
2004-10-01 6.2409369250
2004-11-01 6.2796865350
2004-12-01 6.2770625945
2005-01-01 6.1583284670
2005-02-01 6.1534590047
2005-03-01 6.0373132187
2005-04-01 6.1488837619
2005-05-01 6.1892501224
2005-06-01 6.2461729852
2005-07-01 6.2479443367
2005-08-01 6.3484475364
2005-09-01 6.3878789382
2005-10-01 6.4334159377
2005-11-01 6.4715737420
2005-12-01 6.5736510568
2006-01-01 6.4486979986
2006-02-01 6.4562535920
2006-03-01 6.5417608664
2006-04-01 6.5513690574
2006-05-01 6.4889953105
2006-06-01 6.5491063849
2006-07-01 6.6477330983
2006-08-01 6.6537235868
2006-09-01 6.5928027400
2006-10-01 6.6306689173
2006-11-01 6.5757552471
2006-12-01 6.5732125170
2007-01-01 6.6398405915
2007-02-01 6.5545145419
2007-03-01 6.5401607260
2007-04-01 6.5399463616
2007-05-01 6.5924173448
2007-06-01 6.6515910324
2007-07-01 6.6477304763
2007-08-01 6.6576693237
2007-09-01 6.6955372871
2007-10-01 6.7341569950
2007-11-01 6.7862974902
2007-12-01 6.8764826744
2008-01-01 6.9349978056
2008-02-01 6.9490038887
2008-03-01 6.8361718040
2008-04-01 6.9258539465
2008-05-01 6.7955665298
2008-06-01 6.6489172962
2008-07-01 6.5511306527
2008-08-01 6.4596121537
2008-09-01 6.3942209192
2008-10-01 6.3371794209
2008-11-01 6.2999540504
2008-12-01 6.1836598551
2009-01-01 6.1370260547
2009-02-01 6.0438217460
2009-03-01 6.0331422287
2009-04-01 5.9085245706
2009-05-01 5.8946588279
2009-06-01 5.8464330207
2009-07-01 5.8507919354
2009-08-01 5.8594219993
2009-09-01 5.8932834971
2009-10-01 5.9418870948
2009-11-01 5.8093158086
2009-12-01 5.7911789773
2010-01-01 5.7418390204
2010-02-01 5.7456134327
2010-03-01 5.7290896536
2010-04-01 5.6979635665
2010-05-01 5.5914531481
2010-06-01 5.6426657061
2010-07-01 5.5528302754
2010-08-01 5.4528520384
2010-09-01 5.4890811885
2010-10-01 5.2431179711
2010-11-01 5.2166309456
2010-12-01 5.1986902581
2011-01-01 5.1496686901
2011-02-01 5.1551410544
2011-03-01 5.1255297263
2011-04-01 5.1870045180
2011-05-01 5.2923402892
2011-06-01 5.1377508157
2011-07-01 5.1479647148
2011-08-01 4.8422170565
2011-09-01 5.1903703163
2011-10-01 5.2433116351
2011-11-01 5.4220644038
2011-12-01 5.2049702510
2012-01-01 5.1547116586
2012-02-01 5.1668334476
2012-03-01 5.2217239528
2012-04-01 5.0834449688
2012-05-01 5.0947998690
2012-06-01 5.0328847273
2012-07-01 5.0432167716
2012-08-01 5.0322506519
2012-09-01 4.8902771322
2012-10-01 4.9391292580
2012-11-01 4.9274266595
2012-12-01 4.9084002729
2013-01-01 4.9582963548
2013-02-01 4.8789519069
2013-03-01 4.8176145621
2013-04-01 4.7817112064
2013-05-01 4.7998525060
2013-06-01 4.7317071659
2013-07-01 4.6372368855
2013-08-01 4.6241873343
2013-09-01 4.5919353789
2013-10-01 4.5306398766
2013-11-01 4.5294774744
2013-12-01 4.5157245657
2014-01-01 4.6576827485
2014-02-01 4.4829453714
2014-03-01 4.5147521679
2014-04-01 4.5882990703
2014-05-01 4.5038235908
2014-06-01 4.5344902363
2014-07-01 4.5348338666
2014-08-01 4.4183445407
2014-09-01 4.4899969547
2014-10-01 4.5192347527
2014-11-01 4.5302080811
2014-12-01 4.5224213412
2015-01-01 4.4569764149
2015-02-01 4.4804272022
2015-03-01 4.5161880962
2015-04-01 4.3943663115
2015-05-01 4.4071816811
2015-06-01 4.4363923039
2015-07-01 4.4345235479
2015-08-01 4.4217711118
2015-09-01 4.3909562274
2015-10-01 4.3071354426
2015-11-01 4.2242826701
2015-12-01 4.2291215191
2016-01-01 4.0540126160
2016-02-01 4.0652540442
2016-03-01 4.1195800569
2016-04-01 4.1101131816
2016-05-01 3.9080878621
2016-06-01 4.0396580246
2016-07-01 4.0382535693
2016-08-01 4.0284681689
2016-09-01 3.9935017853
2016-10-01 3.9984001168
2016-11-01 3.9153488677
2016-12-01 3.8325478519
2017-01-01 3.8456906477
2017-02-01 3.8424774855
2017-03-01 3.7185292336
2017-04-01 3.7329080192
2017-05-01 3.7114052213
2017-06-01 3.6474031644
2017-07-01 3.6423553434
2017-08-01 3.6372068055
2017-09-01 3.5954791286
2017-10-01 3.5920356737
2017-11-01 3.6071136055
2017-12-01 3.6420755736
2018-01-01 3.6293658270
2018-02-01 3.5101841931
2018-03-01 3.6149855030
2018-04-01 3.7626145750
2018-05-01 3.7160358329
2018-06-01 3.6542860978
2018-07-01 3.5479093597
2018-08-01 3.5446457431
2018-09-01 3.5896615588
2018-10-01 3.5916828857
2018-11-01 3.6063938892
2018-12-01 3.5474370878
2019-01-01 3.5141696923
2019-02-01 3.4867993784
2019-03-01 3.5107475707
2019-04-01 3.4791939886
2019-05-01 3.5263367412
2019-06-01 3.5584891266
2019-07-01 3.5491658432
2019-08-01 3.5496508347
2019-09-01 3.4799796512
2019-10-01 3.3941790282
2019-11-01 3.5091958142
2019-12-01 3.4578430367
2020-01-01 3.4062165127
2020-02-01 3.3695959762
2020-03-01 3.3041820473
2020-04-01 3.0869462144
2020-05-01 3.0377199381
2020-06-01 2.9564778537
2020-07-01 3.0519102308
2020-08-01 3.0467233715
2020-09-01 3.0664323377
2020-10-01 3.1023327047
2020-11-01 3.1193177137
2020-12-01 3.1624623660
2021-01-01 3.3053879824
2021-02-01 3.3654882687
2021-03-01 3.3965521296
2021-04-01 3.3802008487
2021-05-01 3.4463572923
2021-06-01 3.4566966343
2021-07-01 3.4533148788
2021-08-01 3.4402731218
2021-09-01 3.5538109147
2021-10-01 3.5140118548
2021-11-01 3.4299433912
2021-12-01 3.4686860055
2022-01-01 3.4074108073
2022-02-01 3.3660170087
2022-03-01 3.3932280961
2022-04-01 3.5635003859
2022-05-01 3.4422756877
2022-06-01 3.6570097636
2022-07-01 3.5627204102
2022-08-01 3.5380537073
2022-09-01 3.4439878557
2022-10-01 3.4267180003
2022-11-01 3.4387172482
2022-12-01 3.3623928175
2023-01-01 3.4126821869
2023-02-01 3.4764352361
2023-03-01 3.2932975227
2023-04-01 3.4363537289
2023-05-01 3.4332169209
2023-06-01 3.4616914270
2023-07-01 3.3704880775
2023-08-01 3.4397519642
2023-09-01 3.4452951197
2023-10-01 3.4396318768
2023-11-01 3.4380234926
2023-12-01 3.4536686413
2024-01-01 3.3162078331
2024-02-01 3.3862106942
2024-03-01 3.3925740401
2024-04-01 3.3141372836
2024-05-01 3.3211441586
2024-06-01 3.2648930638
2024-07-01 3.2822801938
2024-08-01 3.2475915211
2024-09-01 3.2515254217
2024-10-01 3.1481268637
2024-11-01 3.2338177414
2024-12-01 3.2389826401
2025-01-01 3.2168713708
2025-02-01 3.0945388299
2025-03-01 3.1879792761
2025-04-01 3.2007800833
2025-05-01 3.2150285066
2025-06-01 3.1736518715
2025-07-01 3.0858677560
2025-08-01 3.1557842042
2025-09-01 3.1589120690
2025-10-01 3.1533871869
2025-11-01 3.1287617354
2025-12-01 3.1285545798
2026-01-01 3.1139309249
2026-02-01 3.0985431525
2026-03-01 3.0845261085
2026-04-01 3.0957116456
2026-05-01 3.0096674151
2026-06-01 2.9790914581
2026-07-01 2.9900087204
2026-08-01 2.9661942879

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