Table Data - All Employees: Other Services in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Other Services in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | HARR442SRVO |
| 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 | 12.1982489712 |
| 1990-02-01 | 12.2572448462 |
| 1990-03-01 | 12.3015214418 |
| 1990-04-01 | 12.3974791570 |
| 1990-05-01 | 12.3919628441 |
| 1990-06-01 | 12.5388693900 |
| 1990-07-01 | 12.2871229529 |
| 1990-08-01 | 12.2536835991 |
| 1990-09-01 | 12.2417975615 |
| 1990-10-01 | 12.3305746502 |
| 1990-11-01 | 12.3503756833 |
| 1990-12-01 | 12.3554579516 |
| 1991-01-01 | 13.0973380222 |
| 1991-02-01 | 12.9557759458 |
| 1991-03-01 | 12.9015264068 |
| 1991-04-01 | 12.6971637384 |
| 1991-05-01 | 12.6886273303 |
| 1991-06-01 | 12.8363921694 |
| 1991-07-01 | 12.8883808040 |
| 1991-08-01 | 12.8496491325 |
| 1991-09-01 | 12.8349411665 |
| 1991-10-01 | 12.8360316736 |
| 1991-11-01 | 12.8611471794 |
| 1991-12-01 | 12.8699453531 |
| 1992-01-01 | 12.8963003404 |
| 1992-02-01 | 12.8500718103 |
| 1992-03-01 | 12.8935827618 |
| 1992-04-01 | 12.8953169550 |
| 1992-05-01 | 12.8861809625 |
| 1992-06-01 | 12.9370068013 |
| 1992-07-01 | 12.9837881506 |
| 1992-08-01 | 13.0421453318 |
| 1992-09-01 | 13.1209386974 |
| 1992-10-01 | 13.1456257154 |
| 1992-11-01 | 13.1738934200 |
| 1992-12-01 | 13.2974399224 |
| 1993-01-01 | 13.1997438365 |
| 1993-02-01 | 13.2493824921 |
| 1993-03-01 | 13.2816754655 |
| 1993-04-01 | 13.2887762497 |
| 1993-05-01 | 13.4811301280 |
| 1993-06-01 | 13.4325695493 |
| 1993-07-01 | 13.4773885542 |
| 1993-08-01 | 13.5290893572 |
| 1993-09-01 | 13.4981367368 |
| 1993-10-01 | 13.5611556693 |
| 1993-11-01 | 13.5879750490 |
| 1993-12-01 | 13.6304587381 |
| 1994-01-01 | 13.8210490400 |
| 1994-02-01 | 13.8514036924 |
| 1994-03-01 | 13.8703665410 |
| 1994-04-01 | 13.9784329185 |
| 1994-05-01 | 13.9672788365 |
| 1994-06-01 | 14.0190767069 |
| 1994-07-01 | 13.9679942528 |
| 1994-08-01 | 14.0065477469 |
| 1994-09-01 | 14.0815494146 |
| 1994-10-01 | 14.2852849307 |
| 1994-11-01 | 13.9998289289 |
| 1994-12-01 | 13.8643923369 |
| 1995-01-01 | 14.0459710701 |
| 1995-02-01 | 14.0676357911 |
| 1995-03-01 | 14.0708513894 |
| 1995-04-01 | 13.9543129179 |
| 1995-05-01 | 13.8489989247 |
| 1995-06-01 | 13.7891586353 |
| 1995-07-01 | 13.8580607813 |
| 1995-08-01 | 13.7813804853 |
| 1995-09-01 | 13.8736082832 |
| 1995-10-01 | 14.0143077888 |
| 1995-11-01 | 14.1128236231 |
| 1995-12-01 | 14.0955913743 |
| 1996-01-01 | 13.9751955692 |
| 1996-02-01 | 14.1816201061 |
| 1996-03-01 | 14.2695246967 |
| 1996-04-01 | 14.2278822761 |
| 1996-05-01 | 14.5334311737 |
| 1996-06-01 | 14.3607345098 |
| 1996-07-01 | 14.4420865129 |
| 1996-08-01 | 14.4590043003 |
| 1996-09-01 | 14.4729932473 |
| 1996-10-01 | 14.3416184403 |
| 1996-11-01 | 14.3257156797 |
| 1996-12-01 | 14.1215512996 |
| 1997-01-01 | 14.1955004628 |
| 1997-02-01 | 14.3047202896 |
| 1997-03-01 | 14.2676785461 |
| 1997-04-01 | 14.3080640996 |
| 1997-05-01 | 14.3167262021 |
| 1997-06-01 | 14.3355382292 |
| 1997-07-01 | 14.2208677300 |
| 1997-08-01 | 14.3334663524 |
| 1997-09-01 | 14.2670550718 |
| 1997-10-01 | 14.2674486109 |
| 1997-11-01 | 14.3507691660 |
| 1997-12-01 | 14.4483492438 |
| 1998-01-01 | 14.4150652319 |
| 1998-02-01 | 14.3178093610 |
| 1998-03-01 | 14.3655059364 |
| 1998-04-01 | 14.5989894358 |
| 1998-05-01 | 14.5925695467 |
| 1998-06-01 | 14.7081686350 |
| 1998-07-01 | 14.7005171734 |
| 1998-08-01 | 14.7161057063 |
| 1998-09-01 | 14.6645202147 |
| 1998-10-01 | 14.7875242502 |
| 1998-11-01 | 14.8819047933 |
| 1998-12-01 | 14.8767002449 |
| 1999-01-01 | 15.0180754530 |
| 1999-02-01 | 15.1324435693 |
| 1999-03-01 | 15.1630074992 |
| 1999-04-01 | 15.2961483535 |
| 1999-05-01 | 15.0685237745 |
| 1999-06-01 | 15.0760272338 |
| 1999-07-01 | 15.1882814959 |
| 1999-08-01 | 15.1991240891 |
| 1999-09-01 | 15.3599421290 |
| 1999-10-01 | 15.4049748643 |
| 1999-11-01 | 15.4137454264 |
| 1999-12-01 | 15.5169749628 |
| 2000-01-01 | 15.5136672100 |
| 2000-02-01 | 15.5320158689 |
| 2000-03-01 | 15.6572190392 |
| 2000-04-01 | 15.5984178176 |
| 2000-05-01 | 15.6459950167 |
| 2000-06-01 | 15.5510865194 |
| 2000-07-01 | 15.6824970474 |
| 2000-08-01 | 15.6970023535 |
| 2000-09-01 | 15.8487817852 |
| 2000-10-01 | 15.5131218007 |
| 2000-11-01 | 15.5347353583 |
| 2000-12-01 | 15.7493800846 |
| 2001-01-01 | 15.5095101368 |
| 2001-02-01 | 15.5419466664 |
| 2001-03-01 | 15.4514895357 |
| 2001-04-01 | 15.4995766757 |
| 2001-05-01 | 15.6285593929 |
| 2001-06-01 | 15.7300648221 |
| 2001-07-01 | 15.6890959147 |
| 2001-08-01 | 15.5898804575 |
| 2001-09-01 | 15.6319013652 |
| 2001-10-01 | 15.7144348375 |
| 2001-11-01 | 15.7403860283 |
| 2001-12-01 | 15.7819821956 |
| 2002-01-01 | 15.9150442461 |
| 2002-02-01 | 15.9489966150 |
| 2002-03-01 | 16.0555704174 |
| 2002-04-01 | 15.9922356280 |
| 2002-05-01 | 16.0186885257 |
| 2002-06-01 | 16.1144981427 |
| 2002-07-01 | 15.9977255864 |
| 2002-08-01 | 16.1883713408 |
| 2002-09-01 | 16.1141714558 |
| 2002-10-01 | 16.1122585850 |
| 2002-11-01 | 16.2377402335 |
| 2002-12-01 | 16.1975239282 |
| 2003-01-01 | 16.4262243182 |
| 2003-02-01 | 16.4606740893 |
| 2003-03-01 | 16.4556076093 |
| 2003-04-01 | 16.5768363147 |
| 2003-05-01 | 16.7223308830 |
| 2003-06-01 | 16.7140006234 |
| 2003-07-01 | 16.8146315906 |
| 2003-08-01 | 16.7840469391 |
| 2003-09-01 | 16.8962387594 |
| 2003-10-01 | 16.8983850959 |
| 2003-11-01 | 16.9256307262 |
| 2003-12-01 | 17.1081655280 |
| 2004-01-01 | 16.8429096153 |
| 2004-02-01 | 16.9580432087 |
| 2004-03-01 | 17.0564178343 |
| 2004-04-01 | 17.1681964480 |
| 2004-05-01 | 17.1371692695 |
| 2004-06-01 | 17.2344722226 |
| 2004-07-01 | 17.1172167985 |
| 2004-08-01 | 17.1898230839 |
| 2004-09-01 | 17.1742229951 |
| 2004-10-01 | 17.2771868389 |
| 2004-11-01 | 17.2154904380 |
| 2004-12-01 | 16.9984476358 |
| 2005-01-01 | 16.8598324444 |
| 2005-02-01 | 16.9561212026 |
| 2005-03-01 | 16.9490736497 |
| 2005-04-01 | 16.9725758852 |
| 2005-05-01 | 16.8609782010 |
| 2005-06-01 | 16.8678930441 |
| 2005-07-01 | 16.9234049028 |
| 2005-08-01 | 16.8912842859 |
| 2005-09-01 | 16.8505980336 |
| 2005-10-01 | 16.7450100902 |
| 2005-11-01 | 16.7979897649 |
| 2005-12-01 | 16.8822147245 |
| 2006-01-01 | 16.8797686275 |
| 2006-02-01 | 16.9501549190 |
| 2006-03-01 | 16.9474192011 |
| 2006-04-01 | 16.8955445095 |
| 2006-05-01 | 16.8866038770 |
| 2006-06-01 | 16.6942961757 |
| 2006-07-01 | 16.7155253096 |
| 2006-08-01 | 16.6907421209 |
| 2006-09-01 | 16.7318123183 |
| 2006-10-01 | 16.7256489766 |
| 2006-11-01 | 16.5856710806 |
| 2006-12-01 | 16.5656014866 |
| 2007-01-01 | 16.4891775642 |
| 2007-02-01 | 16.5369125559 |
| 2007-03-01 | 16.4439805066 |
| 2007-04-01 | 16.4270886614 |
| 2007-05-01 | 16.4103802683 |
| 2007-06-01 | 16.4149758505 |
| 2007-07-01 | 16.4190478050 |
| 2007-08-01 | 16.2870419605 |
| 2007-09-01 | 16.2144600432 |
| 2007-10-01 | 16.2002346600 |
| 2007-11-01 | 16.1692705158 |
| 2007-12-01 | 16.1581781290 |
| 2008-01-01 | 16.1997274678 |
| 2008-02-01 | 16.0236688825 |
| 2008-03-01 | 16.1521145662 |
| 2008-04-01 | 16.1539968426 |
| 2008-05-01 | 16.2273407352 |
| 2008-06-01 | 16.2224172403 |
| 2008-07-01 | 16.4126303604 |
| 2008-08-01 | 16.5826996319 |
| 2008-09-01 | 16.7059193163 |
| 2008-10-01 | 16.7885653795 |
| 2008-11-01 | 16.9612509542 |
| 2008-12-01 | 16.3565010953 |
| 2009-01-01 | 16.2013210664 |
| 2009-02-01 | 16.2153535955 |
| 2009-03-01 | 16.2612482297 |
| 2009-04-01 | 16.0684509886 |
| 2009-05-01 | 16.1332656303 |
| 2009-06-01 | 16.1249787330 |
| 2009-07-01 | 16.0139442436 |
| 2009-08-01 | 15.9845990044 |
| 2009-09-01 | 15.9002024477 |
| 2009-10-01 | 15.7692944611 |
| 2009-11-01 | 15.8554795428 |
| 2009-12-01 | 15.8622652958 |
| 2010-01-01 | 16.1113272260 |
| 2010-02-01 | 16.1148902007 |
| 2010-03-01 | 16.0665927307 |
| 2010-04-01 | 16.1693694878 |
| 2010-05-01 | 16.2277561013 |
| 2010-06-01 | 16.3157315979 |
| 2010-07-01 | 16.4114969793 |
| 2010-08-01 | 16.4893006672 |
| 2010-09-01 | 16.6054995660 |
| 2010-10-01 | 16.7709855792 |
| 2010-11-01 | 17.0616105593 |
| 2010-12-01 | 16.6683606972 |
| 2011-01-01 | 16.6093497274 |
| 2011-02-01 | 16.6097951504 |
| 2011-03-01 | 16.5683334562 |
| 2011-04-01 | 16.6634279989 |
| 2011-05-01 | 16.5076803548 |
| 2011-06-01 | 16.5111437815 |
| 2011-07-01 | 16.5185456269 |
| 2011-08-01 | 16.5063511133 |
| 2011-09-01 | 16.4126026917 |
| 2011-10-01 | 16.3687807150 |
| 2011-11-01 | 16.3671411667 |
| 2011-12-01 | 16.3682594289 |
| 2012-01-01 | 16.4077753188 |
| 2012-02-01 | 16.4085175190 |
| 2012-03-01 | 16.5652961328 |
| 2012-04-01 | 16.3569932302 |
| 2012-05-01 | 16.3923070457 |
| 2012-06-01 | 16.2972249976 |
| 2012-07-01 | 16.3215830122 |
| 2012-08-01 | 16.2249687492 |
| 2012-09-01 | 16.2320498965 |
| 2012-10-01 | 16.1838116579 |
| 2012-11-01 | 15.9654944024 |
| 2012-12-01 | 15.7587752765 |
| 2013-01-01 | 15.7890525555 |
| 2013-02-01 | 15.7116617015 |
| 2013-03-01 | 15.6574541571 |
| 2013-04-01 | 15.5606883845 |
| 2013-05-01 | 15.4832878290 |
| 2013-06-01 | 15.3932089050 |
| 2013-07-01 | 15.2302799512 |
| 2013-08-01 | 15.1411638571 |
| 2013-09-01 | 15.0439923330 |
| 2013-10-01 | 14.9889286784 |
| 2013-11-01 | 14.9532297008 |
| 2013-12-01 | 14.9466520680 |
| 2014-01-01 | 14.8782256340 |
| 2014-02-01 | 14.8199327341 |
| 2014-03-01 | 14.7464297435 |
| 2014-04-01 | 14.7679147915 |
| 2014-05-01 | 14.7879832409 |
| 2014-06-01 | 14.6800966600 |
| 2014-07-01 | 14.6405143110 |
| 2014-08-01 | 14.6513187553 |
| 2014-09-01 | 14.6580887806 |
| 2014-10-01 | 14.5940142113 |
| 2014-11-01 | 14.6390874110 |
| 2014-12-01 | 14.6351084603 |
| 2015-01-01 | 14.6594957609 |
| 2015-02-01 | 14.7251294281 |
| 2015-03-01 | 14.6449648730 |
| 2015-04-01 | 14.4797779704 |
| 2015-05-01 | 14.5014149253 |
| 2015-06-01 | 14.5786473347 |
| 2015-07-01 | 14.5449744704 |
| 2015-08-01 | 14.4504658676 |
| 2015-09-01 | 14.3631196867 |
| 2015-10-01 | 14.3769789704 |
| 2015-11-01 | 14.5268904899 |
| 2015-12-01 | 14.5390078506 |
| 2016-01-01 | 14.6523203768 |
| 2016-02-01 | 14.5281969825 |
| 2016-03-01 | 14.6527285805 |
| 2016-04-01 | 14.6857678068 |
| 2016-05-01 | 14.8267108372 |
| 2016-06-01 | 14.8748949500 |
| 2016-07-01 | 15.0306826405 |
| 2016-08-01 | 15.2385499776 |
| 2016-09-01 | 15.5739529398 |
| 2016-10-01 | 15.7576642298 |
| 2016-11-01 | 15.5209477038 |
| 2016-12-01 | 14.9409722716 |
| 2017-01-01 | 14.9546565908 |
| 2017-02-01 | 15.0253856742 |
| 2017-03-01 | 15.0732062219 |
| 2017-04-01 | 15.0978226864 |
| 2017-05-01 | 15.0409577124 |
| 2017-06-01 | 15.0834485368 |
| 2017-07-01 | 14.9113757099 |
| 2017-08-01 | 14.9243265086 |
| 2017-09-01 | 14.9674385405 |
| 2017-10-01 | 15.0265827447 |
| 2017-11-01 | 15.0113137933 |
| 2017-12-01 | 15.1496308443 |
| 2018-01-01 | 15.2795551953 |
| 2018-02-01 | 15.2291984584 |
| 2018-03-01 | 15.3035517173 |
| 2018-04-01 | 15.3011083385 |
| 2018-05-01 | 15.3459354568 |
| 2018-06-01 | 15.3813192448 |
| 2018-07-01 | 15.4852882384 |
| 2018-08-01 | 15.5128491452 |
| 2018-09-01 | 15.4641925781 |
| 2018-10-01 | 15.5098530881 |
| 2018-11-01 | 15.7983688279 |
| 2018-12-01 | 15.3497888423 |
| 2019-01-01 | 15.5074291952 |
| 2019-02-01 | 15.5365968555 |
| 2019-03-01 | 15.5392900374 |
| 2019-04-01 | 15.5997306309 |
| 2019-05-01 | 15.5445757113 |
| 2019-06-01 | 15.5922835169 |
| 2019-07-01 | 15.6588163648 |
| 2019-08-01 | 15.6001159384 |
| 2019-09-01 | 15.4498148068 |
| 2019-10-01 | 15.4981116273 |
| 2019-11-01 | 15.4702300805 |
| 2019-12-01 | 15.6564403448 |
| 2020-01-01 | 15.5399884076 |
| 2020-02-01 | 15.7582308137 |
| 2020-03-01 | 15.6707067745 |
| 2020-04-01 | 11.2869297215 |
| 2020-05-01 | 11.6451835551 |
| 2020-06-01 | 12.4974432168 |
| 2020-07-01 | 13.6323516789 |
| 2020-08-01 | 13.8916592228 |
| 2020-09-01 | 14.2406390175 |
| 2020-10-01 | 14.6983466830 |
| 2020-11-01 | 14.5501701520 |
| 2020-12-01 | 13.6540918164 |
| 2021-01-01 | 13.6508088082 |
| 2021-02-01 | 13.6790686398 |
| 2021-03-01 | 13.7880758063 |
| 2021-04-01 | 13.8815285608 |
| 2021-05-01 | 13.9470282137 |
| 2021-06-01 | 14.0228481607 |
| 2021-07-01 | 14.0293166560 |
| 2021-08-01 | 13.9871779449 |
| 2021-09-01 | 13.9081413792 |
| 2021-10-01 | 13.8883397215 |
| 2021-11-01 | 14.0288449927 |
| 2021-12-01 | 14.0540266287 |
| 2022-01-01 | 14.7525016030 |
| 2022-02-01 | 14.9146764808 |
| 2022-03-01 | 14.9952502316 |
| 2022-04-01 | 15.1796741932 |
| 2022-05-01 | 15.1421666223 |
| 2022-06-01 | 15.2356417189 |
| 2022-07-01 | 15.4343598336 |
| 2022-08-01 | 15.4848075390 |
| 2022-09-01 | 15.4863504043 |
| 2022-10-01 | 15.7894276355 |
| 2022-11-01 | 15.6321703821 |
| 2022-12-01 | 15.2498256747 |
| 2023-01-01 | 15.4291853529 |
| 2023-02-01 | 15.4273062175 |
| 2023-03-01 | 15.4975593868 |
| 2023-04-01 | 15.5893551924 |
| 2023-05-01 | 15.5442934845 |
| 2023-06-01 | 15.5455460263 |
| 2023-07-01 | 15.4403988959 |
| 2023-08-01 | 15.3873275040 |
| 2023-09-01 | 15.3705810145 |
| 2023-10-01 | 15.3834059960 |
| 2023-11-01 | 15.2402165044 |
| 2023-12-01 | 15.3514681386 |
| 2024-01-01 | 15.5089371293 |
| 2024-02-01 | 15.6307000525 |
| 2024-03-01 | 15.3990293510 |
| 2024-04-01 | 15.0030608836 |
| 2024-05-01 | 15.0417806477 |
| 2024-06-01 | 15.2342547999 |
| 2024-07-01 | 15.4412919169 |
| 2024-08-01 | 15.6926224007 |
| 2024-09-01 | 15.9743031338 |
| 2024-10-01 | 16.2848964631 |
| 2024-11-01 | 15.9657951043 |
| 2024-12-01 | 15.1487148981 |
| 2025-01-01 | 15.0832648396 |
| 2025-02-01 | 15.0083264140 |
| 2025-03-01 | 15.0997924848 |
| 2025-04-01 | 15.0247728069 |
| 2025-05-01 | 15.1428957550 |
| 2025-06-01 | 15.0248146685 |
| 2025-07-01 | 14.9470301075 |
| 2025-08-01 | 14.9030193921 |
| 2025-09-01 | 14.7719398612 |
| 2025-10-01 | 14.6800162953 |
| 2025-11-01 | 14.7788371064 |
| 2025-12-01 | 14.8461878142 |
| 2026-01-01 | 14.8744577548 |
| 2026-02-01 | 14.9964924642 |
| 2026-03-01 | 14.8015050813 |
| 2026-04-01 | 14.9434379693 |
| 2026-05-01 | 14.9381871224 |
| 2026-06-01 | 15.1090634901 |
| 2026-07-01 | 15.0475338600 |
| 2026-08-01 | 14.9091963905 |