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 2026-08-01 |
| Last Updated | 2026-09-18 12:12 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 | 19.9858804381 |
| 1990-02-01 | 19.9807153602 |
| 1990-03-01 | 20.0532058534 |
| 1990-04-01 | 20.0980262713 |
| 1990-05-01 | 19.7423415644 |
| 1990-06-01 | 20.0362571677 |
| 1990-07-01 | 20.1620996194 |
| 1990-08-01 | 20.4126545219 |
| 1990-09-01 | 20.4787044169 |
| 1990-10-01 | 20.5642553485 |
| 1990-11-01 | 20.9525575021 |
| 1990-12-01 | 21.0157411036 |
| 1991-01-01 | 21.5858783924 |
| 1991-02-01 | 21.7049705452 |
| 1991-03-01 | 21.4887612517 |
| 1991-04-01 | 21.3863944634 |
| 1991-05-01 | 21.3186825936 |
| 1991-06-01 | 21.5345129577 |
| 1991-07-01 | 21.3624785690 |
| 1991-08-01 | 21.3023730228 |
| 1991-09-01 | 21.0755662769 |
| 1991-10-01 | 20.9450951138 |
| 1991-11-01 | 20.9471326112 |
| 1991-12-01 | 21.0127084127 |
| 1992-01-01 | 20.9835685169 |
| 1992-02-01 | 21.1456029391 |
| 1992-03-01 | 21.2505907533 |
| 1992-04-01 | 20.9837622457 |
| 1992-05-01 | 21.3897906343 |
| 1992-06-01 | 20.7201273361 |
| 1992-07-01 | 21.2567143321 |
| 1992-08-01 | 21.1864931255 |
| 1992-09-01 | 21.5712143837 |
| 1992-10-01 | 21.6992106783 |
| 1992-11-01 | 21.5526071861 |
| 1992-12-01 | 21.4973349045 |
| 1993-01-01 | 21.0946486856 |
| 1993-02-01 | 21.3090153011 |
| 1993-03-01 | 21.1015810166 |
| 1993-04-01 | 21.4852363530 |
| 1993-05-01 | 21.3657005236 |
| 1993-06-01 | 21.2158043550 |
| 1993-07-01 | 21.3575754446 |
| 1993-08-01 | 21.2553633729 |
| 1993-09-01 | 21.1652093226 |
| 1993-10-01 | 21.0288083720 |
| 1993-11-01 | 21.0541484067 |
| 1993-12-01 | 21.0895500244 |
| 1994-01-01 | 21.2226268354 |
| 1994-02-01 | 21.1778925306 |
| 1994-03-01 | 21.2566582090 |
| 1994-04-01 | 21.4749320092 |
| 1994-05-01 | 21.6450941405 |
| 1994-06-01 | 21.6173662892 |
| 1994-07-01 | 21.5427881785 |
| 1994-08-01 | 21.7041253230 |
| 1994-09-01 | 21.8838861455 |
| 1994-10-01 | 22.0544670717 |
| 1994-11-01 | 22.3674679780 |
| 1994-12-01 | 22.4807325451 |
| 1995-01-01 | 22.8676685715 |
| 1995-02-01 | 22.9524320330 |
| 1995-03-01 | 22.9776395005 |
| 1995-04-01 | 23.1508589423 |
| 1995-05-01 | 23.3277632786 |
| 1995-06-01 | 23.6198269436 |
| 1995-07-01 | 23.6269839919 |
| 1995-08-01 | 23.6443845891 |
| 1995-09-01 | 23.7212836460 |
| 1995-10-01 | 23.6945835041 |
| 1995-11-01 | 23.5917020573 |
| 1995-12-01 | 23.6917374775 |
| 1996-01-01 | 23.4213550071 |
| 1996-02-01 | 23.2959531331 |
| 1996-03-01 | 23.4880399534 |
| 1996-04-01 | 23.2013094249 |
| 1996-05-01 | 23.1288211526 |
| 1996-06-01 | 23.1894294071 |
| 1996-07-01 | 23.2981250021 |
| 1996-08-01 | 23.6007793153 |
| 1996-09-01 | 23.5759128235 |
| 1996-10-01 | 23.9600057505 |
| 1996-11-01 | 23.6235504412 |
| 1996-12-01 | 23.4980366256 |
| 1997-01-01 | 23.5973321568 |
| 1997-02-01 | 23.7362645815 |
| 1997-03-01 | 23.6818986179 |
| 1997-04-01 | 23.0374039213 |
| 1997-05-01 | 23.7234739300 |
| 1997-06-01 | 23.4325776661 |
| 1997-07-01 | 23.5538983606 |
| 1997-08-01 | 23.4656167231 |
| 1997-09-01 | 23.4407939198 |
| 1997-10-01 | 23.7596932064 |
| 1997-11-01 | 23.6645621367 |
| 1997-12-01 | 23.7233396757 |
| 1998-01-01 | 23.6798549948 |
| 1998-02-01 | 23.5584423962 |
| 1998-03-01 | 23.6832889580 |
| 1998-04-01 | 22.9455037565 |
| 1998-05-01 | 23.8054686014 |
| 1998-06-01 | 23.7492276608 |
| 1998-07-01 | 23.8926546386 |
| 1998-08-01 | 23.9464773445 |
| 1998-09-01 | 24.3185696358 |
| 1998-10-01 | 24.0064449248 |
| 1998-11-01 | 23.8035764409 |
| 1998-12-01 | 24.1420120873 |
| 1999-01-01 | 24.3654544725 |
| 1999-02-01 | 24.5905421831 |
| 1999-03-01 | 24.4710482443 |
| 1999-04-01 | 24.7459678271 |
| 1999-05-01 | 24.2687561616 |
| 1999-06-01 | 24.5658072206 |
| 1999-07-01 | 24.3218389262 |
| 1999-08-01 | 24.3220181695 |
| 1999-09-01 | 24.5957391528 |
| 1999-10-01 | 24.9922263529 |
| 1999-11-01 | 24.7567041918 |
| 1999-12-01 | 24.4682788174 |
| 2000-01-01 | 23.8264047469 |
| 2000-02-01 | 23.7112409917 |
| 2000-03-01 | 24.0494528572 |
| 2000-04-01 | 24.6517754638 |
| 2000-05-01 | 24.3301718844 |
| 2000-06-01 | 24.3879918904 |
| 2000-07-01 | 24.3690682093 |
| 2000-08-01 | 24.3191898559 |
| 2000-09-01 | 24.0379286499 |
| 2000-10-01 | 24.1836414692 |
| 2000-11-01 | 24.1833001818 |
| 2000-12-01 | 24.2768462663 |
| 2001-01-01 | 24.3944430512 |
| 2001-02-01 | 24.4614997704 |
| 2001-03-01 | 24.6252826064 |
| 2001-04-01 | 24.5720223405 |
| 2001-05-01 | 24.5767465711 |
| 2001-06-01 | 24.8424426517 |
| 2001-07-01 | 24.8274798770 |
| 2001-08-01 | 24.8963045975 |
| 2001-09-01 | 24.8620856020 |
| 2001-10-01 | 24.8514039192 |
| 2001-11-01 | 25.1181001667 |
| 2001-12-01 | 25.2987314548 |
| 2002-01-01 | 25.3452309347 |
| 2002-02-01 | 25.7142579682 |
| 2002-03-01 | 25.9024731192 |
| 2002-04-01 | 25.8931275058 |
| 2002-05-01 | 25.8182024186 |
| 2002-06-01 | 25.7282805923 |
| 2002-07-01 | 26.0191829082 |
| 2002-08-01 | 25.9697145551 |
| 2002-09-01 | 25.9660279004 |
| 2002-10-01 | 26.0958931738 |
| 2002-11-01 | 26.1366217410 |
| 2002-12-01 | 26.3156444224 |
| 2003-01-01 | 26.5969028319 |
| 2003-02-01 | 26.3736307346 |
| 2003-03-01 | 26.3726070226 |
| 2003-04-01 | 26.3268789189 |
| 2003-05-01 | 26.5692916864 |
| 2003-06-01 | 26.5216207861 |
| 2003-07-01 | 26.5141380475 |
| 2003-08-01 | 26.4455717922 |
| 2003-09-01 | 26.8779539828 |
| 2003-10-01 | 26.6181938131 |
| 2003-11-01 | 26.7692154928 |
| 2003-12-01 | 26.6412956500 |
| 2004-01-01 | 26.4095085466 |
| 2004-02-01 | 26.4258431868 |
| 2004-03-01 | 26.4428270531 |
| 2004-04-01 | 26.6822893781 |
| 2004-05-01 | 26.7447669403 |
| 2004-06-01 | 26.3788861663 |
| 2004-07-01 | 26.7095258057 |
| 2004-08-01 | 26.8292663178 |
| 2004-09-01 | 27.2946037846 |
| 2004-10-01 | 27.0579384159 |
| 2004-11-01 | 26.7749241290 |
| 2004-12-01 | 26.8778857068 |
| 2005-01-01 | 27.0437667888 |
| 2005-02-01 | 27.1651152329 |
| 2005-03-01 | 27.2120992434 |
| 2005-04-01 | 27.6552270827 |
| 2005-05-01 | 27.6082690366 |
| 2005-06-01 | 27.5075116439 |
| 2005-07-01 | 27.5652148853 |
| 2005-08-01 | 28.2203620618 |
| 2005-09-01 | 28.1538092500 |
| 2005-10-01 | 28.2009306977 |
| 2005-11-01 | 28.2956189124 |
| 2005-12-01 | 28.4117748827 |
| 2006-01-01 | 28.9830488650 |
| 2006-02-01 | 28.4963885466 |
| 2006-03-01 | 28.5936119049 |
| 2006-04-01 | 28.3399239816 |
| 2006-05-01 | 28.2627804216 |
| 2006-06-01 | 28.5104019012 |
| 2006-07-01 | 28.5039611884 |
| 2006-08-01 | 28.4837570457 |
| 2006-09-01 | 28.8149773162 |
| 2006-10-01 | 29.0703842967 |
| 2006-11-01 | 29.2238270916 |
| 2006-12-01 | 29.3593510631 |
| 2007-01-01 | 29.6425324579 |
| 2007-02-01 | 29.3329553393 |
| 2007-03-01 | 29.4912285321 |
| 2007-04-01 | 29.2015461199 |
| 2007-05-01 | 28.9906705231 |
| 2007-06-01 | 29.5315830046 |
| 2007-07-01 | 29.4195447918 |
| 2007-08-01 | 29.3479571166 |
| 2007-09-01 | 28.8693508370 |
| 2007-10-01 | 29.1227392597 |
| 2007-11-01 | 29.4681358773 |
| 2007-12-01 | 29.4064125974 |
| 2008-01-01 | 29.6000403873 |
| 2008-02-01 | 30.3021962978 |
| 2008-03-01 | 30.2111294367 |
| 2008-04-01 | 30.1488671567 |
| 2008-05-01 | 30.3177565394 |
| 2008-06-01 | 29.9402426231 |
| 2008-07-01 | 30.0494948588 |
| 2008-08-01 | 29.5928372758 |
| 2008-09-01 | 29.2013274244 |
| 2008-10-01 | 29.5696756634 |
| 2008-11-01 | 29.5111874933 |
| 2008-12-01 | 29.6720313637 |
| 2009-01-01 | 29.1623873143 |
| 2009-02-01 | 29.2752303967 |
| 2009-03-01 | 29.0466799698 |
| 2009-04-01 | 28.9572306058 |
| 2009-05-01 | 29.6514751719 |
| 2009-06-01 | 29.2788781889 |
| 2009-07-01 | 29.0948913133 |
| 2009-08-01 | 29.3460097033 |
| 2009-09-01 | 29.8320539756 |
| 2009-10-01 | 29.2888542787 |
| 2009-11-01 | 29.2616068196 |
| 2009-12-01 | 29.1989857839 |
| 2010-01-01 | 29.8089102211 |
| 2010-02-01 | 29.1349927050 |
| 2010-03-01 | 29.3844181445 |
| 2010-04-01 | 29.9710087148 |
| 2010-05-01 | 30.1312794544 |
| 2010-06-01 | 29.8225009228 |
| 2010-07-01 | 30.2850480002 |
| 2010-08-01 | 30.3924290679 |
| 2010-09-01 | 30.4645309807 |
| 2010-10-01 | 30.4017520186 |
| 2010-11-01 | 30.3078362794 |
| 2010-12-01 | 30.2163658543 |
| 2011-01-01 | 30.1011307781 |
| 2011-02-01 | 30.1423701575 |
| 2011-03-01 | 30.5252416844 |
| 2011-04-01 | 30.4024223721 |
| 2011-05-01 | 30.2261142477 |
| 2011-06-01 | 30.4070289356 |
| 2011-07-01 | 30.1058849658 |
| 2011-08-01 | 30.0804376318 |
| 2011-09-01 | 29.5152491294 |
| 2011-10-01 | 30.1027048800 |
| 2011-11-01 | 30.1181853386 |
| 2011-12-01 | 30.0960360104 |
| 2012-01-01 | 30.3619955510 |
| 2012-02-01 | 30.3946337191 |
| 2012-03-01 | 32.2534416909 |
| 2012-04-01 | 30.8055352023 |
| 2012-05-01 | 30.6378609888 |
| 2012-06-01 | 30.9893709095 |
| 2012-07-01 | 31.1489781050 |
| 2012-08-01 | 31.1919717689 |
| 2012-09-01 | 31.1802198117 |
| 2012-10-01 | 31.1053603279 |
| 2012-11-01 | 31.0989986202 |
| 2012-12-01 | 31.3732552368 |
| 2013-01-01 | 31.0027205146 |
| 2013-02-01 | 30.9016197665 |
| 2013-03-01 | 33.1896494854 |
| 2013-04-01 | 30.8356341887 |
| 2013-05-01 | 30.7283394580 |
| 2013-06-01 | 31.3183968570 |
| 2013-07-01 | 30.9781075182 |
| 2013-08-01 | 31.0263005038 |
| 2013-09-01 | 31.0511328885 |
| 2013-10-01 | 31.0919989852 |
| 2013-11-01 | 31.0656706069 |
| 2013-12-01 | 31.2247272939 |
| 2014-01-01 | 31.3658208169 |
| 2014-02-01 | 31.5987857640 |
| 2014-03-01 | 31.2331872867 |
| 2014-04-01 | 31.2920263808 |
| 2014-05-01 | 31.5188521251 |
| 2014-06-01 | 31.1476882871 |
| 2014-07-01 | 30.9013551811 |
| 2014-08-01 | 31.0365457599 |
| 2014-09-01 | 31.1175973950 |
| 2014-10-01 | 31.2488814219 |
| 2014-11-01 | 31.5538208803 |
| 2014-12-01 | 31.4042818793 |
| 2015-01-01 | 31.5145767318 |
| 2015-02-01 | 31.6384914570 |
| 2015-03-01 | 31.3790617860 |
| 2015-04-01 | 31.2166717869 |
| 2015-05-01 | 31.6132229569 |
| 2015-06-01 | 31.5011073089 |
| 2015-07-01 | 31.4987525815 |
| 2015-08-01 | 31.5424043389 |
| 2015-09-01 | 32.0617459396 |
| 2015-10-01 | 31.4917241814 |
| 2015-11-01 | 31.6369988319 |
| 2015-12-01 | 31.5814219227 |
| 2016-01-01 | 31.5027820580 |
| 2016-02-01 | 31.2235923924 |
| 2016-03-01 | 32.0033448281 |
| 2016-04-01 | 31.6300361914 |
| 2016-05-01 | 31.7530464800 |
| 2016-06-01 | 31.6257932637 |
| 2016-07-01 | 31.8675805223 |
| 2016-08-01 | 31.7263445935 |
| 2016-09-01 | 31.8015146706 |
| 2016-10-01 | 31.8448280118 |
| 2016-11-01 | 31.7254234204 |
| 2016-12-01 | 31.7559867184 |
| 2017-01-01 | 31.7905849055 |
| 2017-02-01 | 32.1536868863 |
| 2017-03-01 | 31.9984183679 |
| 2017-04-01 | 32.2266299129 |
| 2017-05-01 | 32.2361390189 |
| 2017-06-01 | 32.2453253797 |
| 2017-07-01 | 32.1295332576 |
| 2017-08-01 | 32.4053733875 |
| 2017-09-01 | 31.9353714871 |
| 2017-10-01 | 32.4144314603 |
| 2017-11-01 | 31.9859546392 |
| 2017-12-01 | 32.1135076916 |
| 2018-01-01 | 32.4892076983 |
| 2018-02-01 | 32.1822541077 |
| 2018-03-01 | 32.3738551487 |
| 2018-04-01 | 32.3358258092 |
| 2018-05-01 | 31.6581820888 |
| 2018-06-01 | 32.6684816611 |
| 2018-07-01 | 32.2934628695 |
| 2018-08-01 | 32.0665846355 |
| 2018-09-01 | 32.4860057161 |
| 2018-10-01 | 32.2957729809 |
| 2018-11-01 | 32.3337593417 |
| 2018-12-01 | 32.4724980090 |
| 2019-01-01 | 32.0574558104 |
| 2019-02-01 | 32.1885720115 |
| 2019-03-01 | 32.2213734061 |
| 2019-04-01 | 32.4528113802 |
| 2019-05-01 | 32.0072275998 |
| 2019-06-01 | 32.7104086752 |
| 2019-07-01 | 32.7908801057 |
| 2019-08-01 | 32.6599389769 |
| 2019-09-01 | 32.5109020458 |
| 2019-10-01 | 32.3858068525 |
| 2019-11-01 | 32.4366990475 |
| 2019-12-01 | 32.5376759245 |
| 2020-01-01 | 32.5213161228 |
| 2020-02-01 | 32.5512184072 |
| 2020-03-01 | 31.3836956986 |
| 2020-04-01 | 13.9832397539 |
| 2020-05-01 | 14.5528699144 |
| 2020-06-01 | 17.5629873909 |
| 2020-07-01 | 22.0132959570 |
| 2020-08-01 | 22.4601218185 |
| 2020-09-01 | 24.9246411817 |
| 2020-10-01 | 25.1711353211 |
| 2020-11-01 | 25.4444296360 |
| 2020-12-01 | 23.9108673040 |
| 2021-01-01 | 24.0582433532 |
| 2021-02-01 | 25.4197863731 |
| 2021-03-01 | 25.6233941724 |
| 2021-04-01 | 25.6367257444 |
| 2021-05-01 | 25.8747942283 |
| 2021-06-01 | 25.9041572002 |
| 2021-07-01 | 26.5815380885 |
| 2021-08-01 | 26.6030687485 |
| 2021-09-01 | 27.9147375955 |
| 2021-10-01 | 28.2105411938 |
| 2021-11-01 | 28.4481064732 |
| 2021-12-01 | 28.6910934842 |
| 2022-01-01 | 28.3021492438 |
| 2022-02-01 | 29.1940247025 |
| 2022-03-01 | 29.0787816014 |
| 2022-04-01 | 29.1971477532 |
| 2022-05-01 | 28.8881276964 |
| 2022-06-01 | 28.8168220633 |
| 2022-07-01 | 29.4633386570 |
| 2022-08-01 | 29.5579042824 |
| 2022-09-01 | 29.7932199377 |
| 2022-10-01 | 29.7067337856 |
| 2022-11-01 | 29.9925130867 |
| 2022-12-01 | 29.9783536664 |
| 2023-01-01 | 30.3355074979 |
| 2023-02-01 | 30.6847714681 |
| 2023-03-01 | 30.4362338133 |
| 2023-04-01 | 30.9762823430 |
| 2023-05-01 | 30.9948343951 |
| 2023-06-01 | 30.8029416018 |
| 2023-07-01 | 30.8385912422 |
| 2023-08-01 | 31.0387929200 |
| 2023-09-01 | 30.9345293801 |
| 2023-10-01 | 30.8932515483 |
| 2023-11-01 | 30.8423339570 |
| 2023-12-01 | 30.9571807663 |
| 2024-01-01 | 31.1030787074 |
| 2024-02-01 | 30.7892050326 |
| 2024-03-01 | 31.3364870017 |
| 2024-04-01 | 30.9430212642 |
| 2024-05-01 | 31.3751595027 |
| 2024-06-01 | 31.3779168122 |
| 2024-07-01 | 31.1852023379 |
| 2024-08-01 | 30.9975333544 |
| 2024-09-01 | 31.2771755975 |
| 2024-10-01 | 31.5990720597 |
| 2024-11-01 | 31.7201578949 |
| 2024-12-01 | 31.6335485205 |
| 2025-01-01 | 30.6802299197 |
| 2025-02-01 | 30.6118060311 |
| 2025-03-01 | 31.1318340497 |
| 2025-04-01 | 31.1217229973 |
| 2025-05-01 | 30.8161739776 |
| 2025-06-01 | 31.3480334817 |
| 2025-07-01 | 31.1148166440 |
| 2025-08-01 | 31.2432094100 |
| 2025-09-01 | 31.7382456482 |
| 2025-10-01 | 31.5276573631 |
| 2025-11-01 | 31.3920006534 |
| 2025-12-01 | 31.4092068342 |
| 2026-01-01 | 31.6806514207 |
| 2026-02-01 | 31.8363216134 |
| 2026-03-01 | 31.6370039860 |
| 2026-04-01 | 31.6701254135 |
| 2026-05-01 | 31.8467005157 |
| 2026-06-01 | 31.8313131069 |
| 2026-07-01 | 32.1169729019 |
| 2026-08-01 | 32.0614386857 |