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 2026-09-01 |
| Last Updated | 2026-10-20 9:45 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 | 19.9858804381 |
| 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 | 22.3674679781 |
| 1994-12-01 | 22.4807325452 |
| 1995-01-01 | 22.8676685715 |
| 1995-02-01 | 22.9524320330 |
| 1995-03-01 | 22.9776395004 |
| 1995-04-01 | 23.1508589422 |
| 1995-05-01 | 23.3277632785 |
| 1995-06-01 | 23.6198269435 |
| 1995-07-01 | 23.6269839919 |
| 1995-08-01 | 23.6443845891 |
| 1995-09-01 | 23.7212836460 |
| 1995-10-01 | 23.6945835042 |
| 1995-11-01 | 23.5917020574 |
| 1995-12-01 | 23.6917374776 |
| 1996-01-01 | 23.4213550072 |
| 1996-02-01 | 23.2959531331 |
| 1996-03-01 | 23.4880399534 |
| 1996-04-01 | 23.2013094249 |
| 1996-05-01 | 23.1288211520 |
| 1996-06-01 | 23.1894294070 |
| 1996-07-01 | 23.2981250021 |
| 1996-08-01 | 23.6007793153 |
| 1996-09-01 | 23.5759128235 |
| 1996-10-01 | 23.9600057507 |
| 1996-11-01 | 23.6235504419 |
| 1996-12-01 | 23.4980366257 |
| 1997-01-01 | 23.5973321566 |
| 1997-02-01 | 23.7362645816 |
| 1997-03-01 | 23.6818986179 |
| 1997-04-01 | 23.0374039214 |
| 1997-05-01 | 23.7234739289 |
| 1997-06-01 | 23.4325776660 |
| 1997-07-01 | 23.5538983603 |
| 1997-08-01 | 23.4656167226 |
| 1997-09-01 | 23.4407939201 |
| 1997-10-01 | 23.7596932067 |
| 1997-11-01 | 23.6645621381 |
| 1997-12-01 | 23.7233396761 |
| 1998-01-01 | 23.6798549948 |
| 1998-02-01 | 23.5584423968 |
| 1998-03-01 | 23.6832889581 |
| 1998-04-01 | 22.9455037561 |
| 1998-05-01 | 23.8054685994 |
| 1998-06-01 | 23.7492276600 |
| 1998-07-01 | 23.8926546376 |
| 1998-08-01 | 23.9464773435 |
| 1998-09-01 | 24.3185696364 |
| 1998-10-01 | 24.0064449256 |
| 1998-11-01 | 23.8035764440 |
| 1998-12-01 | 24.1420120893 |
| 1999-01-01 | 24.3654544737 |
| 1999-02-01 | 24.5905421844 |
| 1999-03-01 | 24.4710482435 |
| 1999-04-01 | 24.7459678239 |
| 1999-05-01 | 24.2687561566 |
| 1999-06-01 | 24.5658072180 |
| 1999-07-01 | 24.3218389247 |
| 1999-08-01 | 24.3220181691 |
| 1999-09-01 | 24.5957391555 |
| 1999-10-01 | 24.9922263547 |
| 1999-11-01 | 24.7567041946 |
| 1999-12-01 | 24.4682788176 |
| 2000-01-01 | 23.8264047684 |
| 2000-02-01 | 23.7112409911 |
| 2000-03-01 | 24.0494528526 |
| 2000-04-01 | 24.6517754542 |
| 2000-05-01 | 24.3301718713 |
| 2000-06-01 | 24.3879918790 |
| 2000-07-01 | 24.3690681992 |
| 2000-08-01 | 24.3191898481 |
| 2000-09-01 | 24.0379286843 |
| 2000-10-01 | 24.1836414676 |
| 2000-11-01 | 24.1833001830 |
| 2000-12-01 | 24.2768462665 |
| 2001-01-01 | 24.3944430977 |
| 2001-02-01 | 24.4614997744 |
| 2001-03-01 | 24.6252826030 |
| 2001-04-01 | 24.5720223243 |
| 2001-05-01 | 24.5767465438 |
| 2001-06-01 | 24.8424426079 |
| 2001-07-01 | 24.8274798321 |
| 2001-08-01 | 24.8963045511 |
| 2001-09-01 | 24.8620857481 |
| 2001-10-01 | 24.8514039065 |
| 2001-11-01 | 25.1181001687 |
| 2001-12-01 | 25.2987314712 |
| 2002-01-01 | 25.3452310269 |
| 2002-02-01 | 25.7142579874 |
| 2002-03-01 | 25.9024731032 |
| 2002-04-01 | 25.8931274519 |
| 2002-05-01 | 25.8182023466 |
| 2002-06-01 | 25.7282805101 |
| 2002-07-01 | 26.0191826811 |
| 2002-08-01 | 25.9697145223 |
| 2002-09-01 | 25.9660282452 |
| 2002-10-01 | 26.0958932362 |
| 2002-11-01 | 26.1366218091 |
| 2002-12-01 | 26.3156444848 |
| 2003-01-01 | 26.5969030650 |
| 2003-02-01 | 26.3736306987 |
| 2003-03-01 | 26.3726068653 |
| 2003-04-01 | 26.3268786633 |
| 2003-05-01 | 26.5692914202 |
| 2003-06-01 | 26.5216205922 |
| 2003-07-01 | 26.5141376796 |
| 2003-08-01 | 26.4455719252 |
| 2003-09-01 | 26.8779546977 |
| 2003-10-01 | 26.6181941406 |
| 2003-11-01 | 26.7692157524 |
| 2003-12-01 | 26.6412957964 |
| 2004-01-01 | 26.4095088824 |
| 2004-02-01 | 26.4258430638 |
| 2004-03-01 | 26.4428267011 |
| 2004-04-01 | 26.6822888567 |
| 2004-05-01 | 26.7447656219 |
| 2004-06-01 | 26.3788857981 |
| 2004-07-01 | 26.7095251157 |
| 2004-08-01 | 26.8292663363 |
| 2004-09-01 | 27.2946068917 |
| 2004-10-01 | 27.0579387570 |
| 2004-11-01 | 26.7749244953 |
| 2004-12-01 | 26.8778860564 |
| 2005-01-01 | 27.0437674991 |
| 2005-02-01 | 27.1651140078 |
| 2005-03-01 | 27.2120989399 |
| 2005-04-01 | 27.6552263085 |
| 2005-05-01 | 27.6082664472 |
| 2005-06-01 | 27.5075106212 |
| 2005-07-01 | 27.5652133134 |
| 2005-08-01 | 28.2203610182 |
| 2005-09-01 | 28.1538182954 |
| 2005-10-01 | 28.2009302262 |
| 2005-11-01 | 28.2956189108 |
| 2005-12-01 | 28.4117753451 |
| 2006-01-01 | 28.9830500032 |
| 2006-02-01 | 28.4963864604 |
| 2006-03-01 | 28.5936117695 |
| 2006-04-01 | 28.3399228406 |
| 2006-05-01 | 28.2627767434 |
| 2006-06-01 | 28.5103997280 |
| 2006-07-01 | 28.5039579254 |
| 2006-08-01 | 28.4837537516 |
| 2006-09-01 | 28.8149959384 |
| 2006-10-01 | 29.0703815152 |
| 2006-11-01 | 29.2238247143 |
| 2006-12-01 | 29.3593489872 |
| 2007-01-01 | 29.6425407967 |
| 2007-02-01 | 29.3329544005 |
| 2007-03-01 | 29.4912257872 |
| 2007-04-01 | 29.2015426786 |
| 2007-05-01 | 28.9906653515 |
| 2007-06-01 | 29.5315790669 |
| 2007-07-01 | 29.4195401465 |
| 2007-08-01 | 29.3479524206 |
| 2007-09-01 | 28.8693779694 |
| 2007-10-01 | 29.1227357537 |
| 2007-11-01 | 29.4681324567 |
| 2007-12-01 | 29.4064085272 |
| 2008-01-01 | 29.6000552771 |
| 2008-02-01 | 30.3021964084 |
| 2008-03-01 | 30.2111222632 |
| 2008-04-01 | 30.1488599153 |
| 2008-05-01 | 30.3177491272 |
| 2008-06-01 | 29.9402372379 |
| 2008-07-01 | 30.0494900552 |
| 2008-08-01 | 29.5928327424 |
| 2008-09-01 | 29.2013603909 |
| 2008-10-01 | 29.5696739984 |
| 2008-11-01 | 29.5111852751 |
| 2008-12-01 | 29.6720275415 |
| 2009-01-01 | 29.1624112848 |
| 2009-02-01 | 29.2752344626 |
| 2009-03-01 | 29.0466469042 |
| 2009-04-01 | 28.9572226653 |
| 2009-05-01 | 29.6514683844 |
| 2009-06-01 | 29.2788735821 |
| 2009-07-01 | 29.0948886128 |
| 2009-08-01 | 29.3460075324 |
| 2009-09-01 | 29.8320886105 |
| 2009-10-01 | 29.2888594643 |
| 2009-11-01 | 29.2616126310 |
| 2009-12-01 | 29.1989768041 |
| 2010-01-01 | 29.8089469423 |
| 2010-02-01 | 29.1350124772 |
| 2010-03-01 | 29.3843138700 |
| 2010-04-01 | 29.9710142735 |
| 2010-05-01 | 30.1312848041 |
| 2010-06-01 | 29.8224948529 |
| 2010-07-01 | 30.2850528305 |
| 2010-08-01 | 30.3924331901 |
| 2010-09-01 | 30.4645637616 |
| 2010-10-01 | 30.4017629718 |
| 2010-11-01 | 30.3078478268 |
| 2010-12-01 | 30.2163475603 |
| 2011-01-01 | 30.1011748317 |
| 2011-02-01 | 30.1424229694 |
| 2011-03-01 | 30.5250605095 |
| 2011-04-01 | 30.4024369734 |
| 2011-05-01 | 30.2261380562 |
| 2011-06-01 | 30.4070201278 |
| 2011-07-01 | 30.1058964189 |
| 2011-08-01 | 30.0804490152 |
| 2011-09-01 | 29.5152760730 |
| 2011-10-01 | 30.1027215405 |
| 2011-11-01 | 30.1182022850 |
| 2011-12-01 | 30.0960100708 |
| 2012-01-01 | 30.3620389258 |
| 2012-02-01 | 30.3947158855 |
| 2012-03-01 | 32.2532083302 |
| 2012-04-01 | 30.8055549817 |
| 2012-05-01 | 30.6378994772 |
| 2012-06-01 | 30.9893558759 |
| 2012-07-01 | 31.1489928882 |
| 2012-08-01 | 31.1919874012 |
| 2012-09-01 | 31.1802489561 |
| 2012-10-01 | 31.1053774188 |
| 2012-11-01 | 31.0990140549 |
| 2012-12-01 | 31.3732270395 |
| 2013-01-01 | 31.0027493879 |
| 2013-02-01 | 30.9017420060 |
| 2013-03-01 | 33.1894054837 |
| 2013-04-01 | 30.8356417150 |
| 2013-05-01 | 30.7283766255 |
| 2013-06-01 | 31.3183732220 |
| 2013-07-01 | 30.9781162437 |
| 2013-08-01 | 31.0263155584 |
| 2013-09-01 | 31.0511695215 |
| 2013-10-01 | 31.0920198351 |
| 2013-11-01 | 31.0656894283 |
| 2013-12-01 | 31.2247031206 |
| 2014-01-01 | 31.3658420648 |
| 2014-02-01 | 31.5989315458 |
| 2014-03-01 | 31.2329614951 |
| 2014-04-01 | 31.2920203485 |
| 2014-05-01 | 31.5188716980 |
| 2014-06-01 | 31.1476420381 |
| 2014-07-01 | 30.9013362187 |
| 2014-08-01 | 31.0365295541 |
| 2014-09-01 | 31.1176891862 |
| 2014-10-01 | 31.2489380501 |
| 2014-11-01 | 31.5538479503 |
| 2014-12-01 | 31.4042524940 |
| 2015-01-01 | 31.5145826347 |
| 2015-02-01 | 31.6386514635 |
| 2015-03-01 | 31.3789026641 |
| 2015-04-01 | 31.2166431285 |
| 2015-05-01 | 31.6131915732 |
| 2015-06-01 | 31.5009895274 |
| 2015-07-01 | 31.4987026882 |
| 2015-08-01 | 31.5423599291 |
| 2015-09-01 | 32.0618967844 |
| 2015-10-01 | 31.4918352552 |
| 2015-11-01 | 31.6370530142 |
| 2015-12-01 | 31.5814028961 |
| 2016-01-01 | 31.5028731134 |
| 2016-02-01 | 31.2237203581 |
| 2016-03-01 | 32.0032479650 |
| 2016-04-01 | 31.6299610337 |
| 2016-05-01 | 31.7529240639 |
| 2016-06-01 | 31.6255538663 |
| 2016-07-01 | 31.8674522995 |
| 2016-08-01 | 31.7262541715 |
| 2016-09-01 | 31.8017387900 |
| 2016-10-01 | 31.8450359879 |
| 2016-11-01 | 31.7255659039 |
| 2016-12-01 | 31.7560474762 |
| 2017-01-01 | 31.7908149152 |
| 2017-02-01 | 32.1538038136 |
| 2017-03-01 | 31.9983120333 |
| 2017-04-01 | 32.2266778669 |
| 2017-05-01 | 32.2357719159 |
| 2017-06-01 | 32.2447692213 |
| 2017-07-01 | 32.1292382227 |
| 2017-08-01 | 32.4050451210 |
| 2017-09-01 | 31.9358598607 |
| 2017-10-01 | 32.4148621849 |
| 2017-11-01 | 31.9862768094 |
| 2017-12-01 | 32.1137332611 |
| 2018-01-01 | 32.4896304640 |
| 2018-02-01 | 32.1824165862 |
| 2018-03-01 | 32.3737176032 |
| 2018-04-01 | 32.3359741118 |
| 2018-05-01 | 31.6575079279 |
| 2018-06-01 | 32.6674874701 |
| 2018-07-01 | 32.2929072485 |
| 2018-08-01 | 32.0656079708 |
| 2018-09-01 | 32.4870701258 |
| 2018-10-01 | 32.2965894515 |
| 2018-11-01 | 32.3342923052 |
| 2018-12-01 | 32.4728240340 |
| 2019-01-01 | 32.0581546477 |
| 2019-02-01 | 32.1890611931 |
| 2019-03-01 | 32.2211117551 |
| 2019-04-01 | 32.4530476705 |
| 2019-05-01 | 32.0061019585 |
| 2019-06-01 | 32.7088000031 |
| 2019-07-01 | 32.7901705422 |
| 2019-08-01 | 32.6583960498 |
| 2019-09-01 | 32.5125101541 |
| 2019-10-01 | 32.3869592568 |
| 2019-11-01 | 32.4374099080 |
| 2019-12-01 | 32.5380889645 |
| 2020-01-01 | 32.5222791776 |
| 2020-02-01 | 32.5520429517 |
| 2020-03-01 | 31.3833452147 |
| 2020-04-01 | 13.9833386843 |
| 2020-05-01 | 14.5513969285 |
| 2020-06-01 | 17.5609655475 |
| 2020-07-01 | 22.0125295860 |
| 2020-08-01 | 22.4582622800 |
| 2020-09-01 | 24.9266109078 |
| 2020-10-01 | 25.1725397443 |
| 2020-11-01 | 25.4453195305 |
| 2020-12-01 | 23.9114044053 |
| 2021-01-01 | 24.0594440374 |
| 2021-02-01 | 25.4209627263 |
| 2021-03-01 | 25.6228175538 |
| 2021-04-01 | 25.6363772814 |
| 2021-05-01 | 25.8726556458 |
| 2021-06-01 | 25.9017064641 |
| 2021-07-01 | 26.5810192556 |
| 2021-08-01 | 26.6004488964 |
| 2021-09-01 | 27.9178238249 |
| 2021-10-01 | 28.2133462269 |
| 2021-11-01 | 28.4486198943 |
| 2021-12-01 | 28.6913784828 |
| 2022-01-01 | 28.3042520951 |
| 2022-02-01 | 29.1960269721 |
| 2022-03-01 | 29.0777256243 |
| 2022-04-01 | 29.1951426223 |
| 2022-05-01 | 28.8850167190 |
| 2022-06-01 | 28.8126196690 |
| 2022-07-01 | 29.4613943596 |
| 2022-08-01 | 29.5533019779 |
| 2022-09-01 | 29.8040152206 |
| 2022-10-01 | 29.7104243602 |
| 2022-11-01 | 29.9925965427 |
| 2022-12-01 | 29.9786162846 |
| 2023-01-01 | 30.3389548404 |
| 2023-02-01 | 30.6879622448 |
| 2023-03-01 | 30.4347586128 |
| 2023-04-01 | 30.9720975226 |
| 2023-05-01 | 30.9892576666 |
| 2023-06-01 | 30.7938938918 |
| 2023-07-01 | 30.8297985723 |
| 2023-08-01 | 31.0310517971 |
| 2023-09-01 | 30.9626507521 |
| 2023-10-01 | 30.8998944483 |
| 2023-11-01 | 30.8426538184 |
| 2023-12-01 | 30.9574267842 |
| 2024-01-01 | 31.1074907137 |
| 2024-02-01 | 30.7928351028 |
| 2024-03-01 | 31.3345296643 |
| 2024-04-01 | 30.9366469180 |
| 2024-05-01 | 31.3667019264 |
| 2024-06-01 | 31.3628891227 |
| 2024-07-01 | 31.1670157128 |
| 2024-08-01 | 30.9874155494 |
| 2024-09-01 | 31.3219774053 |
| 2024-10-01 | 31.6088108905 |
| 2024-11-01 | 31.7219110446 |
| 2024-12-01 | 31.6347266487 |
| 2025-01-01 | 30.6854822492 |
| 2025-02-01 | 30.6157051742 |
| 2025-03-01 | 31.1298390892 |
| 2025-04-01 | 31.1139870140 |
| 2025-05-01 | 30.8046153949 |
| 2025-06-01 | 31.3270787907 |
| 2025-07-01 | 31.0866646158 |
| 2025-08-01 | 31.2310353658 |
| 2025-09-01 | 31.7962633078 |
| 2025-10-01 | 31.5420747437 |
| 2025-11-01 | 31.3955078244 |
| 2025-12-01 | 31.4111897261 |
| 2026-01-01 | 31.6866708157 |
| 2026-02-01 | 31.8403957932 |
| 2026-03-01 | 31.6353621266 |
| 2026-04-01 | 31.6622114195 |
| 2026-05-01 | 31.8339557687 |
| 2026-06-01 | 31.8069666951 |
| 2026-07-01 | 32.0826896747 |
| 2026-08-01 | 31.9491236808 |
| 2026-09-01 | 31.8814405223 |