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 2026-09-01
Last Updated 2026-10-20 9:44 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 5.9697434151
1990-02-01 5.9855812226
1990-03-01 6.0024972771
1990-04-01 6.0815277344
1990-05-01 6.0441424661
1990-06-01 6.1210627909
1990-07-01 6.0421732107
1990-08-01 6.0983239149
1990-09-01 6.2512900668
1990-10-01 6.0758267772
1990-11-01 6.1196029912
1990-12-01 6.1127082493
1991-01-01 5.8689038797
1991-02-01 5.8791877919
1991-03-01 5.8969403419
1991-04-01 5.8863398272
1991-05-01 5.8443248237
1991-06-01 5.8270030282
1991-07-01 5.9374068552
1991-08-01 5.8975230263
1991-09-01 5.7535915937
1991-10-01 5.8793679373
1991-11-01 5.9268246667
1991-12-01 5.9110185692
1992-01-01 6.0687773267
1992-02-01 6.0664771495
1992-03-01 5.9872824606
1992-04-01 6.0959035967
1992-05-01 6.1431281979
1992-06-01 6.1354586004
1992-07-01 5.9306243333
1992-08-01 5.9970523964
1992-09-01 6.0555640364
1992-10-01 6.0811324483
1992-11-01 6.0423212307
1992-12-01 6.0115803142
1993-01-01 5.9678811897
1993-02-01 5.9495080470
1993-03-01 5.9793772428
1993-04-01 5.8969431522
1993-05-01 5.9393167623
1993-06-01 5.9411726059
1993-07-01 6.0325959204
1993-08-01 6.1049775382
1993-09-01 6.0585080232
1993-10-01 6.0781944797
1993-11-01 6.0499830788
1993-12-01 6.0097952102
1994-01-01 6.2743250267
1994-02-01 6.3372034805
1994-03-01 6.3722295386
1994-04-01 6.3910278131
1994-05-01 6.4370277049
1994-06-01 6.4451785582
1994-07-01 6.5328954561
1994-08-01 6.5098908260
1994-09-01 6.5653613278
1994-10-01 6.5772473754
1994-11-01 6.6601779367
1994-12-01 6.7069368748
1995-01-01 6.6818325491
1995-02-01 6.7258154517
1995-03-01 6.8694121035
1995-04-01 6.6724918548
1995-05-01 6.6403786498
1995-06-01 6.8417948199
1995-07-01 6.8414241472
1995-08-01 6.9187479492
1995-09-01 6.9682534570
1995-10-01 6.9782123223
1995-11-01 6.9602589069
1995-12-01 7.0028115714
1996-01-01 6.9937085994
1996-02-01 7.0216449108
1996-03-01 7.0671051799
1996-04-01 7.1549531543
1996-05-01 7.1455673297
1996-06-01 7.1331206172
1996-07-01 7.1497843109
1996-08-01 7.2189704385
1996-09-01 7.2687438908
1996-10-01 7.3857966612
1996-11-01 7.4633840560
1996-12-01 7.4011647644
1997-01-01 7.5024068626
1997-02-01 7.5166654026
1997-03-01 7.4701445078
1997-04-01 7.6381819281
1997-05-01 7.6481261403
1997-06-01 7.6220693157
1997-07-01 7.6634000523
1997-08-01 7.5184634760
1997-09-01 7.4638566790
1997-10-01 7.4918699916
1997-11-01 7.4614442447
1997-12-01 7.5034840207
1998-01-01 7.4104383670
1998-02-01 7.5114496038
1998-03-01 7.4731412286
1998-04-01 7.1350713413
1998-05-01 7.1511621919
1998-06-01 7.2174426661
1998-07-01 7.1661915739
1998-08-01 7.2059930514
1998-09-01 7.2579761991
1998-10-01 7.2012709755
1998-11-01 7.1665111272
1998-12-01 7.0993593369
1999-01-01 7.2175223065
1999-02-01 7.2035643133
1999-03-01 7.2770251079
1999-04-01 7.2391686301
1999-05-01 7.2606006662
1999-06-01 7.3200112086
1999-07-01 7.1694043213
1999-08-01 7.1885654139
1999-09-01 7.0413975523
1999-10-01 7.1064545397
1999-11-01 7.1658443189
1999-12-01 7.1971020639
2000-01-01 7.2260065888
2000-02-01 7.2975348661
2000-03-01 7.2813811286
2000-04-01 7.4566266141
2000-05-01 7.5697136432
2000-06-01 7.6259618518
2000-07-01 7.6703319785
2000-08-01 7.2671385143
2000-09-01 7.8231837212
2000-10-01 7.9043745203
2000-11-01 7.9599246091
2000-12-01 7.9931800950
2001-01-01 8.0361893469
2001-02-01 8.0983448188
2001-03-01 8.0922971648
2001-04-01 8.0756667448
2001-05-01 8.0752308084
2001-06-01 8.0334596760
2001-07-01 8.1710202692
2001-08-01 8.1548501690
2001-09-01 8.1042129935
2001-10-01 8.0917648881
2001-11-01 8.0398407064
2001-12-01 8.0915539502
2002-01-01 8.0472707802
2002-02-01 8.0065805123
2002-03-01 8.0052459403
2002-04-01 8.0008179079
2002-05-01 7.8797275376
2002-06-01 7.7404975239
2002-07-01 7.7644074554
2002-08-01 7.7467809748
2002-09-01 7.6922599827
2002-10-01 7.5741798759
2002-11-01 7.5162192766
2002-12-01 7.2848813433
2003-01-01 7.3574971147
2003-02-01 7.3236372602
2003-03-01 7.3170481601
2003-04-01 7.1214211978
2003-05-01 6.9871140264
2003-06-01 7.0455529312
2003-07-01 6.9576162825
2003-08-01 6.9432034509
2003-09-01 6.8823437824
2003-10-01 6.8550736858
2003-11-01 6.7934898306
2003-12-01 6.6804571248
2004-01-01 6.7625201684
2004-02-01 6.7413567134
2004-03-01 6.7258625332
2004-04-01 6.3417413394
2004-05-01 6.3916772777
2004-06-01 6.3452841889
2004-07-01 6.3522576655
2004-08-01 6.2412273616
2004-09-01 6.2816511710
2004-10-01 6.2409114515
2004-11-01 6.2796840658
2004-12-01 6.2770729698
2005-01-01 6.1583414337
2005-02-01 6.1534689935
2005-03-01 6.0371779872
2005-04-01 6.1481256226
2005-05-01 6.1895078561
2005-06-01 6.2464197605
2005-07-01 6.2480833303
2005-08-01 6.3485368229
2005-09-01 6.3879147199
2005-10-01 6.4334531858
2005-11-01 6.4716380951
2005-12-01 6.5737573978
2006-01-01 6.4487837945
2006-02-01 6.4563840330
2006-03-01 6.5418268786
2006-04-01 6.5497492811
2006-05-01 6.4893738101
2006-06-01 6.5494008073
2006-07-01 6.6479887851
2006-08-01 6.6539476373
2006-09-01 6.5930091275
2006-10-01 6.6301972603
2006-11-01 6.5760036874
2006-12-01 6.5734669224
2007-01-01 6.6400409616
2007-02-01 6.5547384407
2007-03-01 6.5403670131
2007-04-01 6.5373365039
2007-05-01 6.5933197529
2007-06-01 6.6518769912
2007-07-01 6.6479981431
2007-08-01 6.6579304496
2007-09-01 6.6958154122
2007-10-01 6.7336754986
2007-11-01 6.7866008964
2007-12-01 6.8767739518
2008-01-01 6.9351846738
2008-02-01 6.9491568572
2008-03-01 6.8362665637
2008-04-01 6.9230199206
2008-05-01 6.7968174792
2008-06-01 6.6490847019
2008-07-01 6.5513571484
2008-08-01 6.4599065215
2008-09-01 6.3945720074
2008-10-01 6.3367035257
2008-11-01 6.3003116109
2008-12-01 6.1839521712
2009-01-01 6.1377150692
2009-02-01 6.0440389895
2009-03-01 6.0320885314
2009-04-01 5.9056901809
2009-05-01 5.8963981963
2009-06-01 5.8464815771
2009-07-01 5.8508271900
2009-08-01 5.8594934771
2009-09-01 5.8944219109
2009-10-01 5.9417559534
2009-11-01 5.8094271437
2009-12-01 5.7912981517
2010-01-01 5.7428742131
2010-02-01 5.7457408686
2010-03-01 5.7267302247
2010-04-01 5.6960078014
2010-05-01 5.5930789465
2010-06-01 5.6425922300
2010-07-01 5.5527379485
2010-08-01 5.4528234931
2010-09-01 5.4911547841
2010-10-01 5.2428718426
2010-11-01 5.2166342347
2010-12-01 5.1987148084
2011-01-01 5.1510825147
2011-02-01 5.1551911120
2011-03-01 5.1218886271
2011-04-01 5.1859393892
2011-05-01 5.2938540842
2011-06-01 5.1375329498
2011-07-01 5.1476965085
2011-08-01 4.8419973791
2011-09-01 5.1932323437
2011-10-01 5.2434769536
2011-11-01 5.4218184159
2011-12-01 5.2047946756
2012-01-01 5.1559395698
2012-02-01 5.1666931973
2012-03-01 5.2179159977
2012-04-01 5.0832454162
2012-05-01 5.0956993862
2012-06-01 5.0326570615
2012-07-01 5.0429825323
2012-08-01 5.0320879577
2012-09-01 4.8931546622
2012-10-01 4.9393642181
2012-11-01 4.9271468005
2012-12-01 4.9081735007
2013-01-01 4.9594990551
2013-02-01 4.8788511869
2013-03-01 4.8139258891
2013-04-01 4.7816854060
2013-05-01 4.8003699723
2013-06-01 4.7316058927
2013-07-01 4.6370690592
2013-08-01 4.6240296821
2013-09-01 4.5947595026
2013-10-01 4.5308664387
2013-11-01 4.5291202082
2013-12-01 4.5154338016
2014-01-01 4.6583701123
2014-02-01 4.4827867886
2014-03-01 4.5122570125
2014-04-01 4.5883180930
2014-05-01 4.5038757042
2014-06-01 4.5345258505
2014-07-01 4.5348563230
2014-08-01 4.4183994779
2014-09-01 4.4920278006
2014-10-01 4.5190905350
2014-11-01 4.5300478442
2014-12-01 4.5222454561
2015-01-01 4.4572473942
2015-02-01 4.4802501779
2015-03-01 4.5148624232
2015-04-01 4.3943343195
2015-05-01 4.4071876260
2015-06-01 4.4364259019
2015-07-01 4.4345857836
2015-08-01 4.4218784674
2015-09-01 4.3920297834
2015-10-01 4.3070918099
2015-11-01 4.2242104568
2015-12-01 4.2290047059
2016-01-01 4.0538467846
2016-02-01 4.0650555922
2016-03-01 4.1194120335
2016-04-01 4.1100202526
2016-05-01 3.9080461613
2016-06-01 4.0396877173
2016-07-01 4.0383465174
2016-08-01 4.0286161255
2016-09-01 3.9936183224
2016-10-01 3.9984702634
2016-11-01 3.9153661259
2016-12-01 3.8325096921
2017-01-01 3.8456150766
2017-02-01 3.8423960458
2017-03-01 3.7184545678
2017-04-01 3.7328936544
2017-05-01 3.7114081133
2017-06-01 3.6474466706
2017-07-01 3.6423831750
2017-08-01 3.6372537921
2017-09-01 3.5955106330
2017-10-01 3.5920465595
2017-11-01 3.6071046754
2017-12-01 3.6420471362
2018-01-01 3.6293283784
2018-02-01 3.5101532843
2018-03-01 3.6149459100
2018-04-01 3.7626353533
2018-05-01 3.7160590564
2018-06-01 3.6543537521
2018-07-01 3.5479175184
2018-08-01 3.5446546430
2018-09-01 3.5896819980
2018-10-01 3.5916792164
2018-11-01 3.6063745741
2018-12-01 3.5473981023
2019-01-01 3.5141186710
2019-02-01 3.4867461452
2019-03-01 3.5106614550
2019-04-01 3.4792450112
2019-05-01 3.5264579135
2019-06-01 3.5586122828
2019-07-01 3.5491514968
2019-08-01 3.5496467573
2019-09-01 3.4800072850
2019-10-01 3.3941714015
2019-11-01 3.5091734145
2019-12-01 3.4577655268
2020-01-01 3.4061694020
2020-02-01 3.3693746682
2020-03-01 3.3040673534
2020-04-01 3.0870694760
2020-05-01 3.0379843221
2020-06-01 2.9566731682
2020-07-01 3.0519060162
2020-08-01 3.0467199670
2020-09-01 3.0664613636
2020-10-01 3.1023046401
2020-11-01 3.1192674815
2020-12-01 3.1623136320
2021-01-01 3.3052637429
2021-02-01 3.3650572539
2021-03-01 3.3963825590
2021-04-01 3.3804205105
2021-05-01 3.4468487161
2021-06-01 3.4570837426
2021-07-01 3.4534610643
2021-08-01 3.4404122207
2021-09-01 3.5539419497
2021-10-01 3.5133794426
2021-11-01 3.4298795870
2021-12-01 3.4684508628
2022-01-01 3.4071894792
2022-02-01 3.3651973214
2022-03-01 3.3930944769
2022-04-01 3.5639037513
2022-05-01 3.4430855833
2022-06-01 3.6577609713
2022-07-01 3.5632582123
2022-08-01 3.5384435782
2022-09-01 3.4441859343
2022-10-01 3.4253280528
2022-11-01 3.4384149658
2022-12-01 3.3618717266
2023-01-01 3.4121448507
2023-02-01 3.4751799554
2023-03-01 3.2930613094
2023-04-01 3.4368877919
2023-05-01 3.4344274161
2023-06-01 3.4631598464
2023-07-01 3.3722439709
2023-08-01 3.4419216423
2023-09-01 3.4440316412
2023-10-01 3.4367350456
2023-11-01 3.4371121214
2023-12-01 3.4529430838
2024-01-01 3.3153790030
2024-02-01 3.3843434448
2024-03-01 3.3924602153
2024-04-01 3.3149525435
2024-05-01 3.3230721243
2024-06-01 3.2669927956
2024-07-01 3.2848542518
2024-08-01 3.2498548926
2024-09-01 3.2516032191
2024-10-01 3.1437750286
2024-11-01 3.2320002986
2024-12-01 3.2379365858
2025-01-01 3.2155429146
2025-02-01 3.0920176746
2025-03-01 3.1877761541
2025-04-01 3.2017649687
2025-05-01 3.2176320558
2025-06-01 3.1763107228
2025-07-01 3.0892128064
2025-08-01 3.1580511072
2025-09-01 3.1610792060
2025-10-01 3.1472904335
2025-11-01 3.1260493758
2025-12-01 3.1273126683
2026-01-01 3.1122089772
2026-02-01 3.0953378278
2026-03-01 3.0842969136
2026-04-01 3.0968343444
2026-05-01 3.0128551081
2026-06-01 2.9818828626
2026-07-01 2.9932410603
2026-08-01 2.9667125112
2026-09-01 2.9663528917

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