Table Data - All Employees: Leisure and Hospitality in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Leisure and Hospitality in Harrisburg-Carlisle, PA (MSA)
Series ID HARR442LEIH
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 10:02 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 19.9858804380610
1990-02-01 19.9807153601816
1990-03-01 20.0532058533939
1990-04-01 20.0980262712746
1990-05-01 19.7423415643961
1990-06-01 20.0362571677047
1990-07-01 20.1620996194445
1990-08-01 20.4126545218892
1990-09-01 20.4787044168740
1990-10-01 20.5642553484976
1990-11-01 20.9525575021198
1990-12-01 21.0157411035898
1991-01-01 21.5858783924163
1991-02-01 21.7049705451567
1991-03-01 21.4887612516726
1991-04-01 21.3863944633608
1991-05-01 21.3186825936481
1991-06-01 21.5345129577215
1991-07-01 21.3624785690260
1991-08-01 21.3023730227977
1991-09-01 21.0755662769191
1991-10-01 20.9450951138136
1991-11-01 20.9471326112308
1991-12-01 21.0127084126580
1992-01-01 20.9835685169466
1992-02-01 21.1456029391220
1992-03-01 21.2505907532817
1992-04-01 20.9837622456726
1992-05-01 21.3897906342668
1992-06-01 20.7201273361455
1992-07-01 21.2567143320628
1992-08-01 21.1864931255068
1992-09-01 21.5712143837191
1992-10-01 21.6992106782663
1992-11-01 21.5526071860928
1992-12-01 21.4973349044955
1993-01-01 21.0946486855901
1993-02-01 21.3090153011239
1993-03-01 21.1015810166261
1993-04-01 21.4852363530357
1993-05-01 21.3657005235988
1993-06-01 21.2158043549870
1993-07-01 21.3575754446150
1993-08-01 21.2553633729081
1993-09-01 21.1652093225600
1993-10-01 21.0288083719895
1993-11-01 21.0541484066880
1993-12-01 21.0895500244326
1994-01-01 21.2226268354383
1994-02-01 21.1778925305606
1994-03-01 21.2566582089716
1994-04-01 21.4749320091865
1994-05-01 21.6450941404821
1994-06-01 21.6173662892040
1994-07-01 21.5427881785509
1994-08-01 21.7041253230334
1994-09-01 21.8838861455292
1994-10-01 22.0544670716668
1994-11-01 22.3674679780310
1994-12-01 22.4807325451113
1995-01-01 22.8676685714607
1995-02-01 22.9524320329663
1995-03-01 22.9776395004596
1995-04-01 23.1508589422631
1995-05-01 23.3277632785988
1995-06-01 23.6198269435915
1995-07-01 23.6269839919206
1995-08-01 23.6443845891081
1995-09-01 23.7212836459865
1995-10-01 23.6945835040787
1995-11-01 23.5917020572630
1995-12-01 23.6917374775249
1996-01-01 23.4213550070779
1996-02-01 23.2959531330945
1996-03-01 23.4880399534534
1996-04-01 23.2013094248667
1996-05-01 23.1288211527340
1996-06-01 23.1894294071116
1996-07-01 23.2981250021407
1996-08-01 23.6007793153490
1996-09-01 23.5759128234988
1996-10-01 23.9600057504047
1996-11-01 23.6235504410455
1996-12-01 23.4980366255823
1997-01-01 23.5973321568490
1997-02-01 23.7362645814681
1997-03-01 23.6818986178298
1997-04-01 23.0374039213005
1997-05-01 23.7234739302093
1997-06-01 23.4325776661591
1997-07-01 23.5538983606297
1997-08-01 23.4656167231664
1997-09-01 23.4407939197810
1997-10-01 23.7596932063582
1997-11-01 23.6645621363612
1997-12-01 23.7233396755731
1998-01-01 23.6798549948515
1998-02-01 23.5584423960756
1998-03-01 23.6832889579134
1998-04-01 22.9455037566036
1998-05-01 23.8054686019559
1998-06-01 23.7492276609948
1998-07-01 23.8926546388029
1998-08-01 23.9464773447364
1998-09-01 24.3185696356439
1998-10-01 24.0064449245954
1998-11-01 23.8035764400528
1998-12-01 24.1420120868266
1999-01-01 24.3654544721543
1999-02-01 24.5905421828094
1999-03-01 24.4710482444924
1999-04-01 24.7459678278631
1999-05-01 24.2687561629179
1999-06-01 24.5658072212951
1999-07-01 24.3218389265846
1999-08-01 24.3220181695589
1999-09-01 24.5957391521448
1999-10-01 24.9922263524395
1999-11-01 24.7567041910510
1999-12-01 24.4682788172753
2000-01-01 23.8264047414961
2000-02-01 23.7112409918767
2000-03-01 24.0494528583124
2000-04-01 24.6517754662189
2000-05-01 24.3301718877734
2000-06-01 24.3879918933467
2000-07-01 24.3690682118878
2000-08-01 24.3191898578353
2000-09-01 24.0379286411041
2000-10-01 24.1836414696269
2000-11-01 24.1833001815471
2000-12-01 24.2768462662535
2001-01-01 24.3944430394669
2001-02-01 24.4614997693478
2001-03-01 24.6252826072377
2001-04-01 24.5720223445833
2001-05-01 24.5767465780544
2001-06-01 24.8424426627823
2001-07-01 24.8274798883240
2001-08-01 24.8963046091969
2001-09-01 24.8620855649878
2001-10-01 24.8514039224034
2001-11-01 25.1181001661506
2001-12-01 25.2987314506251
2002-01-01 25.3452309113648
2002-02-01 25.7142579633694
2002-03-01 25.9024731233666
2002-04-01 25.8931275196018
2002-05-01 25.8182024370063
2002-06-01 25.7282806132311
2002-07-01 26.0191829654588
2002-08-01 25.9697145633141
2002-09-01 25.9660278126645
2002-10-01 26.0958931577223
2002-11-01 26.1366217236232
2002-12-01 26.3156444066851
2003-01-01 26.5969027730341
2003-02-01 26.3736307440713
2003-03-01 26.3726070629815
2003-04-01 26.3268789842960
2003-05-01 26.5692917543114
2003-06-01 26.5216208354398
2003-07-01 26.5141381398845
2003-08-01 26.4455717576955
2003-09-01 26.8779538002044
2003-10-01 26.6181937287310
2003-11-01 26.7692154264136
2003-12-01 26.6412956131215
2004-01-01 26.4095084622802
2004-02-01 26.4258432197082
2004-03-01 26.4428271449276
2004-04-01 26.6822895132745
2004-05-01 26.7447672735386
2004-06-01 26.3788862614152
2004-07-01 26.7095259802112
2004-08-01 26.8292663115660
2004-09-01 27.2946029846864
2004-10-01 27.0579383264732
2004-11-01 26.7749240347870
2004-12-01 26.8778856190048
2005-01-01 27.0437666112161
2005-02-01 27.1651155578697
2005-03-01 27.2120993256430
2005-04-01 27.6552272846871
2005-05-01 27.6082696901049
2005-06-01 27.5075119052806
2005-07-01 27.5652152820075
2005-08-01 28.2203623213190
2005-09-01 28.1538069238810
2005-10-01 28.2009308109705
2005-11-01 28.2956189116797
2005-12-01 28.4117747708272
2006-01-01 28.9830485863334
2006-02-01 28.4963891083950
2006-03-01 28.5936119515152
2006-04-01 28.3399242805698
2006-05-01 28.2627813419060
2006-06-01 28.5104024545568
2006-07-01 28.5039620137983
2006-08-01 28.4837578733468
2006-09-01 28.8149725258516
2006-10-01 29.0703849914191
2006-11-01 29.2238276849384
2006-12-01 29.3593515810230
2007-01-01 29.6425303904034
2007-02-01 29.3329556938405
2007-03-01 29.4912292210841
2007-04-01 29.2015469854388
2007-05-01 28.9906718025849
2007-06-01 29.5315839947732
2007-07-01 29.4195459585026
2007-08-01 29.3479582919376
2007-09-01 28.8693438608396
2007-10-01 29.1227401363195
2007-11-01 29.4681367347436
2007-12-01 29.4064136215694
2008-01-01 29.6000367140002
2008-02-01 30.3021964769062
2008-03-01 30.2111312383598
2008-04-01 30.1488689667470
2008-05-01 30.3177583534670
2008-06-01 29.9402439395606
2008-07-01 30.0494960104203
2008-08-01 29.5928383439046
2008-09-01 29.2013189860201
2008-10-01 29.5696760432179
2008-11-01 29.5111880613630
2008-12-01 29.6720323947854
2009-01-01 29.1623815052335
2009-02-01 29.2752297800261
2009-03-01 29.0466882506468
2009-04-01 28.9572325830733
2009-05-01 29.6514767392115
2009-06-01 29.2788791425995
2009-07-01 29.0948917354133
2009-08-01 29.3460099996024
2009-09-01 29.8320450960959
2009-10-01 29.2888528907833
2009-11-01 29.2616054415707
2009-12-01 29.1989887281826
2010-01-01 29.8089014365345
2010-02-01 29.1349882909848
2010-03-01 29.3844445344445
2010-04-01 29.9710071046131
2010-05-01 30.1312776464086
2010-06-01 29.8225012364500
2010-07-01 30.2850463116623
2010-08-01 30.3924277356047
2010-09-01 30.4645228043024
2010-10-01 30.4017494095666
2010-11-01 30.3078337735340
2010-12-01 30.2163718526921
2011-01-01 30.1011203169911
2011-02-01 30.1423583447297
2011-03-01 30.5252876015821
2011-04-01 30.4024185037071
2011-05-01 30.2261050109985
2011-06-01 30.4070297371273
2011-07-01 30.1058796310229
2011-08-01 30.0804354387899
2011-09-01 29.5152435099510
2011-10-01 30.1027018949144
2011-11-01 30.1181823236153
2011-12-01 30.0960451267758
2012-01-01 30.3619857819207
2012-02-01 30.3946156926823
2012-03-01 32.2535010655009
2012-04-01 30.8055264806851
2012-05-01 30.6378445166536
2012-06-01 30.9893720217425
2012-07-01 31.1489687678830
2012-08-01 31.1919684992383
2012-09-01 31.1802220879319
2012-10-01 31.1053584080760
2012-11-01 31.0989975360745
2012-12-01 31.3732669748396
2013-01-01 31.0027163730614
2013-02-01 30.9015901229435
2013-03-01 33.1897099005191
2013-04-01 30.8356241035275
2013-05-01 30.7283178443225
2013-06-01 31.3183974437580
2013-07-01 30.9780951068407
2013-08-01 31.0262972685749
2013-09-01 31.0511430268524
2013-10-01 31.0919998932122
2013-11-01 31.0656733595965
2013-12-01 31.2247431320074
2014-01-01 31.3658228494738
2014-02-01 31.5987488943332
2014-03-01 31.2332405620718
2014-04-01 31.2920115745592
2014-05-01 31.5188268043822
2014-06-01 31.1476846296598
2014-07-01 30.9013384558767
2014-08-01 31.0365386532430
2014-09-01 31.1176253422038
2014-10-01 31.2488928257621
2014-11-01 31.5538299989864
2014-12-01 31.4042989008725
2015-01-01 31.5145854189495
2015-02-01 31.6384487193356
2015-03-01 31.3790950232876
2015-04-01 31.2166594485911
2015-05-01 31.6131797670112
2015-06-01 31.5010830579215
2015-07-01 31.4987457074621
2015-08-01 31.5424075967316
2015-09-01 32.0617983856089
2015-10-01 31.4917513010638
2015-11-01 31.6370103228732
2015-12-01 31.5814266374857
2016-01-01 31.5028328081825
2016-02-01 31.2235357093668
2016-03-01 32.0033371036846
2016-04-01 31.6300086976254
2016-05-01 31.7529640628265
2016-06-01 31.6257428487538
2016-07-01 31.8676217291354
2016-08-01 31.7263643431870
2016-09-01 31.8016021092534
2016-10-01 31.8448785018448
2016-11-01 31.7254422977574
2016-12-01 31.7559862692274
2017-01-01 31.7906717170967
2017-02-01 32.1535832403989
2017-03-01 31.9983139784360
2017-04-01 32.2267823760042
2017-05-01 32.2358544178527
2017-06-01 32.2451201164099
2017-07-01 32.1297423000961
2017-08-01 32.4054800035705
2017-09-01 31.9354868554109
2017-10-01 32.4144956894692
2017-11-01 31.9859801292324
2017-12-01 32.1134980922911
2018-01-01 32.4893302007071
2018-02-01 32.1821068526911
2018-03-01 32.3736617707384
2018-04-01 32.3361387531771
2018-05-01 31.6576882817969
2018-06-01 32.6681188082911
2018-07-01 32.2939036816835
2018-08-01 32.0667484961806
2018-09-01 32.4861233459376
2018-10-01 32.2958198738639
2018-11-01 32.3337372420599
2018-12-01 32.4723960564479
2019-01-01 32.0577009093626
2019-02-01 32.1886274197205
2019-03-01 32.2210192196746
2019-04-01 32.4532556598273
2019-05-01 32.0065284552453
2019-06-01 32.7098393632351
2019-07-01 32.7915558835059
2019-08-01 32.6601804104924
2019-09-01 32.5109902295299
2019-10-01 32.3857778629717
2019-11-01 32.4365650221699
2019-12-01 32.5374264473703
2020-01-01 32.5216734257098
2020-02-01 32.5515372170401
2020-03-01 31.3833192022998
2020-04-01 13.9837214908975
2020-05-01 14.5522402618402
2020-06-01 17.5624107550220
2020-07-01 22.0140680662171
2020-08-01 22.4602942072982
2020-09-01 24.9245899538496
2020-10-01 25.1709489286909
2020-11-01 25.4441518533450
2020-12-01 23.9104976728094
2021-01-01 24.0586613755765
2021-02-01 25.4203092061136
2021-03-01 25.6229132875505
2021-04-01 25.6371874665903
2021-05-01 25.8742928456932
2021-06-01 25.9037439312192
2021-07-01 26.5825508082046
2021-08-01 26.6036748954565
2021-09-01 27.9149210138102
2021-10-01 28.2105475923606
2021-11-01 28.4464939271542
2021-12-01 28.6900344678140
2022-01-01 28.3029527931280
2022-02-01 29.1946724811181
2022-03-01 29.0773276167049
2022-04-01 29.1967628028729
2022-05-01 28.8889479621721
2022-06-01 28.8173173868751
2022-07-01 29.4657776294570
2022-08-01 29.5606374395852
2022-09-01 29.7898158688990
2022-10-01 29.7081452663227
2022-11-01 29.9901913434780
2022-12-01 29.9768243647412
2023-01-01 30.3364463888667
2023-02-01 30.6850495535059
2023-03-01 30.4330611210426
2023-04-01 30.9735412027775
2023-05-01 30.9942430633697
2023-06-01 30.8029309498735
2023-07-01 30.8519696729239
2023-08-01 31.0429822774910
2023-09-01 30.9274462782324
2023-10-01 30.8953917506528
2023-11-01 30.8382998418472
2023-12-01 30.9541999327997
2024-01-01 31.1035291995649
2024-02-01 30.7887862595679
2024-03-01 31.3320460076002
2024-04-01 30.9390281363696
2024-05-01 31.3743062400444
2024-06-01 31.3717733926894
2024-07-01 31.2143977191290
2024-08-01 31.0024671432779
2024-09-01 31.2652445545919
2024-10-01 31.6020040493556
2024-11-01 31.7155569853030
2024-12-01 31.6294209036349
2025-01-01 30.6793857633384
2025-02-01 30.6103069976152
2025-03-01 31.1266633620953
2025-04-01 31.1169776616209
2025-05-01 30.8137056371506
2025-06-01 31.3366644631029
2025-07-01 31.1622331587685
2025-08-01 31.2443269775292
2025-09-01 31.7245001071020
2025-10-01 31.5304975626579
2025-11-01 31.3859078195409
2025-12-01 31.4036181301020
2026-01-01 31.6791427198994
2026-02-01 31.8341563844165
2026-03-01 31.6310074858315
2026-04-01 31.6652702337649
2026-05-01 31.8445936511086

Back to Top