Table Data - All Employees: Trade, Transportation, and Utilities in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Trade, Transportation, and Utilities in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | HARR442TRAD |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 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 | 57.1788477718358 |
| 1990-02-01 | 57.5461790115589 |
| 1990-03-01 | 57.5489067895790 |
| 1990-04-01 | 57.0011866480730 |
| 1990-05-01 | 56.8609169687814 |
| 1990-06-01 | 57.2538687238282 |
| 1990-07-01 | 56.4441189655373 |
| 1990-08-01 | 56.4066996355750 |
| 1990-09-01 | 56.5506588186586 |
| 1990-10-01 | 56.8127588456107 |
| 1990-11-01 | 56.3505359891244 |
| 1990-12-01 | 56.1084190562480 |
| 1991-01-01 | 55.9493251290083 |
| 1991-02-01 | 55.9248691192999 |
| 1991-03-01 | 55.5136260289110 |
| 1991-04-01 | 55.8012194232512 |
| 1991-05-01 | 55.5632829507676 |
| 1991-06-01 | 55.6845697943619 |
| 1991-07-01 | 55.6373378374725 |
| 1991-08-01 | 55.3737518453348 |
| 1991-09-01 | 55.8450789035277 |
| 1991-10-01 | 54.9339992813124 |
| 1991-11-01 | 55.1825213581344 |
| 1991-12-01 | 55.0308284809531 |
| 1992-01-01 | 55.1030242276834 |
| 1992-02-01 | 54.9192460739725 |
| 1992-03-01 | 55.0087127297183 |
| 1992-04-01 | 55.0047287140234 |
| 1992-05-01 | 55.0907981552036 |
| 1992-06-01 | 55.0569596185474 |
| 1992-07-01 | 55.0072290699609 |
| 1992-08-01 | 55.0183658275533 |
| 1992-09-01 | 55.0457174706448 |
| 1992-10-01 | 55.3325410296572 |
| 1992-11-01 | 55.6685282875482 |
| 1992-12-01 | 55.8854791440064 |
| 1993-01-01 | 56.1670193197676 |
| 1993-02-01 | 56.1348478804800 |
| 1993-03-01 | 55.8980979923642 |
| 1993-04-01 | 56.5570514717974 |
| 1993-05-01 | 56.6251583440474 |
| 1993-06-01 | 56.5546337541960 |
| 1993-07-01 | 58.1141055208934 |
| 1993-08-01 | 58.4086437892767 |
| 1993-09-01 | 58.4727731127813 |
| 1993-10-01 | 57.5930710457071 |
| 1993-11-01 | 57.5113876205349 |
| 1993-12-01 | 57.7009144487638 |
| 1994-01-01 | 57.8299121069754 |
| 1994-02-01 | 57.8351924935425 |
| 1994-03-01 | 58.1198603800545 |
| 1994-04-01 | 57.5062275650587 |
| 1994-05-01 | 58.4916471820450 |
| 1994-06-01 | 58.5628867572862 |
| 1994-07-01 | 58.5911599573201 |
| 1994-08-01 | 58.7647766315661 |
| 1994-09-01 | 58.9379494894244 |
| 1994-10-01 | 59.2799153692152 |
| 1994-11-01 | 59.3758713668674 |
| 1994-12-01 | 59.3276688515854 |
| 1995-01-01 | 59.1127181763778 |
| 1995-02-01 | 59.1887929176645 |
| 1995-03-01 | 59.3119255304224 |
| 1995-04-01 | 59.3723095043654 |
| 1995-05-01 | 59.3705192177812 |
| 1995-06-01 | 59.6257726576727 |
| 1995-07-01 | 60.5921653116703 |
| 1995-08-01 | 60.8825130158028 |
| 1995-09-01 | 60.8927179187712 |
| 1995-10-01 | 61.4666060180044 |
| 1995-11-01 | 61.6378918794709 |
| 1995-12-01 | 61.7391353497895 |
| 1996-01-01 | 61.8040179064474 |
| 1996-02-01 | 62.4326294978377 |
| 1996-03-01 | 63.0634770848090 |
| 1996-04-01 | 62.6335675900136 |
| 1996-05-01 | 63.0716950454284 |
| 1996-06-01 | 62.8634416613281 |
| 1996-07-01 | 62.9815066680764 |
| 1996-08-01 | 63.0943977669109 |
| 1996-09-01 | 63.6442362569512 |
| 1996-10-01 | 64.0920293546407 |
| 1996-11-01 | 64.3323355589374 |
| 1996-12-01 | 64.5730165327355 |
| 1997-01-01 | 64.8979945067577 |
| 1997-02-01 | 64.8326969908330 |
| 1997-03-01 | 64.8768966787434 |
| 1997-04-01 | 65.4833646528383 |
| 1997-05-01 | 65.5223924019625 |
| 1997-06-01 | 65.8440259443164 |
| 1997-07-01 | 65.9919652173617 |
| 1997-08-01 | 64.9208879120154 |
| 1997-09-01 | 66.4146462505350 |
| 1997-10-01 | 66.0468732992689 |
| 1997-11-01 | 66.1809774752831 |
| 1997-12-01 | 66.3630048066914 |
| 1998-01-01 | 66.3750685944228 |
| 1998-02-01 | 66.4390504911872 |
| 1998-03-01 | 66.4960901509204 |
| 1998-04-01 | 66.6881161122371 |
| 1998-05-01 | 66.4133700301063 |
| 1998-06-01 | 66.8924127360677 |
| 1998-07-01 | 67.0054755392112 |
| 1998-08-01 | 66.9107755949451 |
| 1998-09-01 | 67.1952709860114 |
| 1998-10-01 | 67.2376578298445 |
| 1998-11-01 | 67.4736353062495 |
| 1998-12-01 | 67.4777086324409 |
| 1999-01-01 | 67.4510746824028 |
| 1999-02-01 | 67.7849878902445 |
| 1999-03-01 | 68.1982753871090 |
| 1999-04-01 | 67.2655456370739 |
| 1999-05-01 | 66.9673294095119 |
| 1999-06-01 | 67.4133930520683 |
| 1999-07-01 | 68.4522252329711 |
| 1999-08-01 | 67.9087891371386 |
| 1999-09-01 | 67.9111506784847 |
| 1999-10-01 | 68.0000706201706 |
| 1999-11-01 | 68.1422780316808 |
| 1999-12-01 | 68.4741454895678 |
| 2000-01-01 | 68.9484457850425 |
| 2000-02-01 | 69.4853177878684 |
| 2000-03-01 | 70.3940610624533 |
| 2000-04-01 | 69.6523054762790 |
| 2000-05-01 | 69.8221607820297 |
| 2000-06-01 | 69.9589801847432 |
| 2000-07-01 | 70.0220804368098 |
| 2000-08-01 | 70.4042844969442 |
| 2000-09-01 | 69.9652469482138 |
| 2000-10-01 | 69.5150629660348 |
| 2000-11-01 | 69.8453100980282 |
| 2000-12-01 | 69.9365500066160 |
| 2001-01-01 | 70.1658867254646 |
| 2001-02-01 | 70.1161290816237 |
| 2001-03-01 | 70.1338184959971 |
| 2001-04-01 | 70.9307187099317 |
| 2001-05-01 | 70.4724804512192 |
| 2001-06-01 | 70.1102913446804 |
| 2001-07-01 | 70.1130519806453 |
| 2001-08-01 | 70.0175691799330 |
| 2001-09-01 | 69.8192109743064 |
| 2001-10-01 | 69.6910294217945 |
| 2001-11-01 | 69.6169927881678 |
| 2001-12-01 | 69.6135499094721 |
| 2002-01-01 | 69.5938318311388 |
| 2002-02-01 | 69.1576843001684 |
| 2002-03-01 | 68.8722715420932 |
| 2002-04-01 | 69.1980144249817 |
| 2002-05-01 | 69.1393273834426 |
| 2002-06-01 | 69.2996823681960 |
| 2002-07-01 | 69.0812764844477 |
| 2002-08-01 | 69.0420169437574 |
| 2002-09-01 | 69.0501435846968 |
| 2002-10-01 | 68.8713952026680 |
| 2002-11-01 | 68.7589446094323 |
| 2002-12-01 | 68.5819010256490 |
| 2003-01-01 | 68.2123228523492 |
| 2003-02-01 | 68.1165933509644 |
| 2003-03-01 | 68.0258481160556 |
| 2003-04-01 | 67.9758673722071 |
| 2003-05-01 | 67.7532870840508 |
| 2003-06-01 | 67.9086690970573 |
| 2003-07-01 | 67.7110017000264 |
| 2003-08-01 | 67.8797453768918 |
| 2003-09-01 | 67.8432074261719 |
| 2003-10-01 | 68.0699566191767 |
| 2003-11-01 | 67.9720092603483 |
| 2003-12-01 | 68.0221284383478 |
| 2004-01-01 | 68.2313936147068 |
| 2004-02-01 | 68.4839241693812 |
| 2004-03-01 | 68.8154491435959 |
| 2004-04-01 | 68.7060697690919 |
| 2004-05-01 | 68.6910540250171 |
| 2004-06-01 | 68.5400533662522 |
| 2004-07-01 | 68.2175388237420 |
| 2004-08-01 | 67.8937012304848 |
| 2004-09-01 | 68.1095226354404 |
| 2004-10-01 | 68.3748125583706 |
| 2004-11-01 | 68.3930959648444 |
| 2004-12-01 | 68.2746807816691 |
| 2005-01-01 | 67.9275600797250 |
| 2005-02-01 | 68.1433483602424 |
| 2005-03-01 | 67.9117251343198 |
| 2005-04-01 | 67.7241532145136 |
| 2005-05-01 | 67.9177190407332 |
| 2005-06-01 | 67.8626565467673 |
| 2005-07-01 | 68.3732645053208 |
| 2005-08-01 | 67.9802024047237 |
| 2005-09-01 | 68.1535918330377 |
| 2005-10-01 | 68.2960110217504 |
| 2005-11-01 | 68.6757242686594 |
| 2005-12-01 | 68.5492649378851 |
| 2006-01-01 | 68.6394721555193 |
| 2006-02-01 | 68.4938013035487 |
| 2006-03-01 | 68.6479087575197 |
| 2006-04-01 | 68.8749934318833 |
| 2006-05-01 | 68.7139281235005 |
| 2006-06-01 | 68.5546102071623 |
| 2006-07-01 | 68.9017436300359 |
| 2006-08-01 | 68.9513876097928 |
| 2006-09-01 | 69.3061075720489 |
| 2006-10-01 | 69.1282295891506 |
| 2006-11-01 | 69.5929410527965 |
| 2006-12-01 | 69.7358198154931 |
| 2007-01-01 | 69.8654120897965 |
| 2007-02-01 | 69.6582256343478 |
| 2007-03-01 | 69.7896662370059 |
| 2007-04-01 | 69.6780458141012 |
| 2007-05-01 | 69.6797791925795 |
| 2007-06-01 | 69.8070739650160 |
| 2007-07-01 | 69.8320726029121 |
| 2007-08-01 | 70.1144742071384 |
| 2007-09-01 | 70.0779834141805 |
| 2007-10-01 | 69.9899173479003 |
| 2007-11-01 | 69.8641389087336 |
| 2007-12-01 | 69.6077668571001 |
| 2008-01-01 | 70.1107051350377 |
| 2008-02-01 | 69.9715865930485 |
| 2008-03-01 | 69.9820870407308 |
| 2008-04-01 | 70.1527165753433 |
| 2008-05-01 | 70.1274771950386 |
| 2008-06-01 | 70.0178957053874 |
| 2008-07-01 | 70.1901072284286 |
| 2008-08-01 | 69.7725503094421 |
| 2008-09-01 | 69.4820437021878 |
| 2008-10-01 | 69.1642672367675 |
| 2008-11-01 | 68.3863753221184 |
| 2008-12-01 | 68.3589393030963 |
| 2009-01-01 | 67.4474179577552 |
| 2009-02-01 | 67.6075784290711 |
| 2009-03-01 | 66.7059033901187 |
| 2009-04-01 | 66.0537445101859 |
| 2009-05-01 | 66.0507453135683 |
| 2009-06-01 | 65.8512747409847 |
| 2009-07-01 | 65.3314133906566 |
| 2009-08-01 | 65.1136143597742 |
| 2009-09-01 | 64.9988063163680 |
| 2009-10-01 | 65.0507875249950 |
| 2009-11-01 | 65.1309295858050 |
| 2009-12-01 | 64.8688748949830 |
| 2010-01-01 | 64.3748262894169 |
| 2010-02-01 | 64.1993157096107 |
| 2010-03-01 | 64.5255148154534 |
| 2010-04-01 | 64.6947696297268 |
| 2010-05-01 | 64.5796852891731 |
| 2010-06-01 | 64.5119171057291 |
| 2010-07-01 | 64.4377803264830 |
| 2010-08-01 | 64.4032605861435 |
| 2010-09-01 | 64.2271218554515 |
| 2010-10-01 | 64.2163217485494 |
| 2010-11-01 | 63.9855878940530 |
| 2010-12-01 | 64.2583926596654 |
| 2011-01-01 | 64.7814758895425 |
| 2011-02-01 | 64.8698562546000 |
| 2011-03-01 | 64.9940952921863 |
| 2011-04-01 | 64.8429438667340 |
| 2011-05-01 | 64.5331286832033 |
| 2011-06-01 | 64.5273983809785 |
| 2011-07-01 | 64.2573446495959 |
| 2011-08-01 | 64.0941495124854 |
| 2011-09-01 | 64.1313598351772 |
| 2011-10-01 | 64.0604360947257 |
| 2011-11-01 | 64.0891284718263 |
| 2011-12-01 | 64.1988687151041 |
| 2012-01-01 | 64.2465682453850 |
| 2012-02-01 | 64.4421110040757 |
| 2012-03-01 | 64.6804920178753 |
| 2012-04-01 | 64.2206974025581 |
| 2012-05-01 | 64.3192142187161 |
| 2012-06-01 | 64.2692341054397 |
| 2012-07-01 | 64.4015534669735 |
| 2012-08-01 | 64.4892545738381 |
| 2012-09-01 | 64.3113105395247 |
| 2012-10-01 | 64.1683957204884 |
| 2012-11-01 | 64.1704383121303 |
| 2012-12-01 | 63.9918638030437 |
| 2013-01-01 | 63.7892016066122 |
| 2013-02-01 | 63.9330755461168 |
| 2013-03-01 | 64.0987873519221 |
| 2013-04-01 | 64.1269453973925 |
| 2013-05-01 | 64.2444966909880 |
| 2013-06-01 | 64.4409830269035 |
| 2013-07-01 | 64.0326041377655 |
| 2013-08-01 | 63.9723565749621 |
| 2013-09-01 | 63.9877206822838 |
| 2013-10-01 | 64.2525762950494 |
| 2013-11-01 | 63.9404780714864 |
| 2013-12-01 | 63.7415458474455 |
| 2014-01-01 | 64.0208220131175 |
| 2014-02-01 | 64.0271253124170 |
| 2014-03-01 | 64.1386167322891 |
| 2014-04-01 | 64.5611668092553 |
| 2014-05-01 | 64.7983388205163 |
| 2014-06-01 | 65.1021883071216 |
| 2014-07-01 | 65.6067446108320 |
| 2014-08-01 | 66.1984515658422 |
| 2014-09-01 | 66.3866748446980 |
| 2014-10-01 | 66.7302420043470 |
| 2014-11-01 | 66.8043216553566 |
| 2014-12-01 | 67.0326022176004 |
| 2015-01-01 | 67.2512868870593 |
| 2015-02-01 | 67.5554352618779 |
| 2015-03-01 | 67.7103668033335 |
| 2015-04-01 | 68.0321666323806 |
| 2015-05-01 | 68.4893004266818 |
| 2015-06-01 | 68.6849048420395 |
| 2015-07-01 | 68.8975400932675 |
| 2015-08-01 | 69.2484516000993 |
| 2015-09-01 | 69.4190427545304 |
| 2015-10-01 | 69.5977164509407 |
| 2015-11-01 | 69.6443363118519 |
| 2015-12-01 | 70.0023131323262 |
| 2016-01-01 | 70.1606584593709 |
| 2016-02-01 | 70.2371421058285 |
| 2016-03-01 | 70.6561795906275 |
| 2016-04-01 | 70.8321724568028 |
| 2016-05-01 | 70.9110112450929 |
| 2016-06-01 | 71.2695681124135 |
| 2016-07-01 | 72.0042320086919 |
| 2016-08-01 | 71.8168572249003 |
| 2016-09-01 | 71.8818165112261 |
| 2016-10-01 | 71.9599490709736 |
| 2016-11-01 | 72.2625832508750 |
| 2016-12-01 | 72.3505630564100 |
| 2017-01-01 | 72.7603106175285 |
| 2017-02-01 | 72.7929727813225 |
| 2017-03-01 | 72.6700659544481 |
| 2017-04-01 | 72.9569796336893 |
| 2017-05-01 | 72.7689507559552 |
| 2017-06-01 | 72.8753580154680 |
| 2017-07-01 | 72.5455803554488 |
| 2017-08-01 | 72.5825803484316 |
| 2017-09-01 | 72.8733191937739 |
| 2017-10-01 | 72.7081581429799 |
| 2017-11-01 | 73.0095821470708 |
| 2017-12-01 | 72.8673299183252 |
| 2018-01-01 | 72.6710025743732 |
| 2018-02-01 | 73.1156435493086 |
| 2018-03-01 | 73.2362156355065 |
| 2018-04-01 | 73.3802444563210 |
| 2018-05-01 | 73.7270438481884 |
| 2018-06-01 | 73.6783494098704 |
| 2018-07-01 | 73.9891304714842 |
| 2018-08-01 | 74.0507590587740 |
| 2018-09-01 | 74.1781938511220 |
| 2018-10-01 | 74.4568904011311 |
| 2018-11-01 | 74.1475919065658 |
| 2018-12-01 | 74.4648068302773 |
| 2019-01-01 | 74.4068991715074 |
| 2019-02-01 | 74.4590921159309 |
| 2019-03-01 | 73.8770567093777 |
| 2019-04-01 | 74.4751131521504 |
| 2019-05-01 | 74.7735625005208 |
| 2019-06-01 | 74.9883247247495 |
| 2019-07-01 | 74.9948848375361 |
| 2019-08-01 | 75.3134232925106 |
| 2019-09-01 | 75.1682422585167 |
| 2019-10-01 | 75.3176733753946 |
| 2019-11-01 | 75.9228038331714 |
| 2019-12-01 | 76.2994947087187 |
| 2020-01-01 | 75.3664002991246 |
| 2020-02-01 | 75.2079873635057 |
| 2020-03-01 | 75.0008267428930 |
| 2020-04-01 | 63.9713065397782 |
| 2020-05-01 | 66.5615789659082 |
| 2020-06-01 | 70.3191135279369 |
| 2020-07-01 | 71.4785491375971 |
| 2020-08-01 | 71.5080842726529 |
| 2020-09-01 | 72.0934161462627 |
| 2020-10-01 | 72.9322935988328 |
| 2020-11-01 | 73.2561031515734 |
| 2020-12-01 | 73.4747224655662 |
| 2021-01-01 | 73.5573058153832 |
| 2021-02-01 | 73.5629048196274 |
| 2021-03-01 | 73.7214536217504 |
| 2021-04-01 | 73.1780296432249 |
| 2021-05-01 | 73.2350938312142 |
| 2021-06-01 | 73.3973623816209 |
| 2021-07-01 | 73.7501064524794 |
| 2021-08-01 | 74.0916367262858 |
| 2021-09-01 | 74.1198455315950 |
| 2021-10-01 | 74.6335239875445 |
| 2021-11-01 | 75.1953576281278 |
| 2021-12-01 | 75.6574628927272 |
| 2022-01-01 | 76.1464501762675 |
| 2022-02-01 | 77.5788491989647 |
| 2022-03-01 | 77.6901601497580 |
| 2022-04-01 | 78.5189088101903 |
| 2022-05-01 | 78.4437094018590 |
| 2022-06-01 | 78.9708590141525 |
| 2022-07-01 | 79.3068466378062 |
| 2022-08-01 | 79.4127620656103 |
| 2022-09-01 | 79.3365924037174 |
| 2022-10-01 | 78.8302072867114 |
| 2022-11-01 | 78.8800614818178 |
| 2022-12-01 | 78.9672181811582 |
| 2023-01-01 | 79.7640834823023 |
| 2023-02-01 | 79.5161800232050 |
| 2023-03-01 | 79.7085192221551 |
| 2023-04-01 | 79.7854576616295 |
| 2023-05-01 | 79.9032996090238 |
| 2023-06-01 | 80.1886368292695 |
| 2023-07-01 | 79.0592861990642 |
| 2023-08-01 | 78.6676927225980 |
| 2023-09-01 | 79.0653759468148 |
| 2023-10-01 | 78.9063020096688 |
| 2023-11-01 | 79.2829324875506 |
| 2023-12-01 | 79.0004936933108 |
| 2024-01-01 | 79.2075266035113 |
| 2024-02-01 | 78.9581331711699 |
| 2024-03-01 | 78.7487055239454 |
| 2024-04-01 | 78.7543936938175 |
| 2024-05-01 | 79.0515451710720 |
| 2024-06-01 | 78.7624141851126 |
| 2024-07-01 | 78.3015814983790 |
| 2024-08-01 | 78.9051226480289 |
| 2024-09-01 | 79.5089662306840 |
| 2024-10-01 | 79.7667585499699 |
| 2024-11-01 | 79.4615911284828 |
| 2024-12-01 | 79.6933063201002 |
| 2025-01-01 | 79.3293603108232 |
| 2025-02-01 | 79.6227355930430 |
| 2025-03-01 | 80.0510824534213 |
| 2025-04-01 | 79.2554274076887 |
| 2025-05-01 | 79.2421510975479 |
| 2025-06-01 | 79.3592550978451 |
| 2025-07-01 | 79.3314627615233 |
| 2025-08-01 | 79.1391472118852 |
| 2025-09-01 | 79.0565692216856 |
| 2025-10-01 | 79.0080977894806 |
| 2025-11-01 | 78.9618354857664 |
| 2025-12-01 | 79.0606322561895 |
| 2026-01-01 | 78.5545441782963 |
| 2026-02-01 | 78.2512538300032 |
| 2026-03-01 | 78.0940376926934 |
| 2026-04-01 | 78.6711828622486 |
| 2026-05-01 | 78.5525768728452 |
| 2026-06-01 | 78.7433375277716 |