Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254206054000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-07-01
Last Updated 2024-08-17 4:50 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 8.387906227947760
1990-02-01 8.446062984585030
1990-03-01 8.311638907697110
1990-04-01 8.459548325003700
1990-05-01 8.508197546435450
1990-06-01 8.630836399367440
1990-07-01 8.719409151076720
1990-08-01 8.713015041754090
1990-09-01 8.716740825604889
1990-10-01 8.629345892380590
1990-11-01 8.562915360190380
1990-12-01 8.617025472348930
1991-01-01 8.688744261524139
1991-02-01 8.644915220667550
1991-03-01 8.607462801169280
1991-04-01 8.455051176833840
1991-05-01 8.499871262520209
1991-06-01 8.438627795736881
1991-07-01 8.424546860596740
1991-08-01 8.417121103961270
1991-09-01 8.324160412416660
1991-10-01 8.232017589222660
1991-11-01 8.256850902374559
1991-12-01 8.314379569144930
1992-01-01 8.090012852260010
1992-02-01 8.045388931242020
1992-03-01 8.100364004479290
1992-04-01 8.243624085191920
1992-05-01 8.185687975070960
1992-06-01 8.346610069969879
1992-07-01 8.336959408395740
1992-08-01 8.325653451708291
1992-09-01 8.442673211139411
1992-10-01 8.532756436548100
1992-11-01 8.546667608567720
1992-12-01 8.609727532063490
1993-01-01 8.793449503281350
1993-02-01 8.846186124075360
1993-03-01 8.691955719833890
1993-04-01 8.425253789583339
1993-05-01 8.673419385415790
1993-06-01 8.551071675105991
1993-07-01 8.542411209127730
1993-08-01 8.635808694158520
1993-09-01 8.571158450560830
1993-10-01 8.833577732875090
1993-11-01 8.844603954470200
1993-12-01 8.912552933753770
1994-01-01 8.890191162012710
1994-02-01 8.935838062115518
1994-03-01 8.984797098923330
1994-04-01 9.508030138147470
1994-05-01 9.555475415550010
1994-06-01 9.557949611104810
1994-07-01 9.649246176361020
1994-08-01 9.638987666153840
1994-09-01 9.704996066923900
1994-10-01 9.637087205108630
1994-11-01 9.750096310334680
1994-12-01 9.718452220585420
1995-01-01 9.684365775461780
1995-02-01 9.715168509388360
1995-03-01 9.776593953516490
1995-04-01 9.892088999342470
1995-05-01 9.951554262270930
1995-06-01 10.057982963830199
1995-07-01 10.045567769679000
1995-08-01 10.144339251344000
1995-09-01 10.236201479369802
1995-10-01 10.343163409125301
1995-11-01 10.362215514296200
1995-12-01 10.429473061208300
1996-01-01 10.473350147590600
1996-02-01 10.485371817480400
1996-03-01 10.670334391163198
1996-04-01 10.579478082193400
1996-05-01 10.654449779882000
1996-06-01 10.653657367878400
1996-07-01 10.743777177569498
1996-08-01 10.749555961014800
1996-09-01 10.666027630179300
1996-10-01 10.748769925808000
1996-11-01 10.774968098523901
1996-12-01 10.835147436322401
1997-01-01 11.059696899243100
1997-02-01 11.061143908449700
1997-03-01 11.060747140664900
1997-04-01 11.165652501594100
1997-05-01 11.269286822580400
1997-06-01 11.247147283608301
1997-07-01 11.338164778051200
1997-08-01 11.463378105971700
1997-09-01 11.491261384323900
1997-10-01 11.451323582142502
1997-11-01 11.482849446325500
1997-12-01 11.534017382643000
1998-01-01 11.647476013066198
1998-02-01 11.739927780677100
1998-03-01 11.758032243935599
1998-04-01 11.758649773256700
1998-05-01 11.678533142702000
1998-06-01 11.841941415845302
1998-07-01 11.839570926962300
1998-08-01 11.877239131521199
1998-09-01 11.905305368243600
1998-10-01 12.148738305272600
1998-11-01 12.283476780206600
1998-12-01 12.225337709875600
1999-01-01 12.243627726988000
1999-02-01 12.333744597121301
1999-03-01 12.358364308726198
1999-04-01 12.459706858214500
1999-05-01 12.388259902096500
1999-06-01 12.632033317294800
1999-07-01 12.739259948137699
1999-08-01 12.791850461187199
1999-09-01 12.803540696092100
1999-10-01 12.242767741330600
1999-11-01 12.473244283196800
1999-12-01 12.611469457662698
2000-01-01 12.750571318837200
2000-02-01 12.745610432368400
2000-03-01 12.874250959381799
2000-04-01 12.368264903290301
2000-05-01 12.389707135542500
2000-06-01 12.413482587004600
2000-07-01 12.542057555960800
2000-08-01 12.594193571277700
2000-09-01 12.687967313641200
2000-10-01 12.733660608283000
2000-11-01 12.859050369673400
2000-12-01 13.003549524404301
2001-01-01 13.063331481579500
2001-02-01 13.177519749027800
2001-03-01 13.194632140894400
2001-04-01 13.179942317613600
2001-05-01 13.282107997448600
2001-06-01 13.198081563280098
2001-07-01 13.139942764308800
2001-08-01 13.086425298043200
2001-09-01 13.064386754575802
2001-10-01 13.122413350178700
2001-11-01 13.042918675267902
2001-12-01 13.000197901145000
2002-01-01 12.984466961475300
2002-02-01 13.213488967971900
2002-03-01 13.126736322954400
2002-04-01 13.192932594486000
2002-05-01 13.262335394379301
2002-06-01 13.385167836423198
2002-07-01 13.437846404720599
2002-08-01 13.466671859420400
2002-09-01 13.634032235717699
2002-10-01 13.515059033877401
2002-11-01 13.530834783410402
2002-12-01 13.607743659533500
2003-01-01 13.608533587295800
2003-02-01 13.545855124895999
2003-03-01 13.559244490051400
2003-04-01 13.598394190451200
2003-05-01 13.639547229984400
2003-06-01 13.776030550958700
2003-07-01 13.730599661417500
2003-08-01 13.852514175111900
2003-09-01 13.907294102043400
2003-10-01 13.909771890366700
2003-11-01 14.024717208429198
2003-12-01 14.009410661372700
2004-01-01 14.131129386748500
2004-02-01 14.171870426595800
2004-03-01 14.288630846720901
2004-04-01 14.302593878942401
2004-05-01 14.318215403743599
2004-06-01 14.268812204132600
2004-07-01 14.322264482750900
2004-08-01 14.339423983237400
2004-09-01 14.390359157868100
2004-10-01 14.509252021325800
2004-11-01 14.522820099707598
2004-12-01 14.509380624712600
2005-01-01 14.450372712205699
2005-02-01 14.484102731237000
2005-03-01 14.505710114201800
2005-04-01 14.603164578833500
2005-05-01 14.704169606801300
2005-06-01 14.771408173071300
2005-07-01 15.012498004959800
2005-08-01 15.036329383791900
2005-09-01 15.088864829236400
2005-10-01 15.005662691050198
2005-11-01 15.118866399445801
2005-12-01 15.197023938946400
2006-01-01 15.366930657415700
2006-02-01 15.482416870302599
2006-03-01 15.512738071907700
2006-04-01 15.707249758514301
2006-05-01 15.804368840783200
2006-06-01 15.878940831251700
2006-07-01 15.809121776020200
2006-08-01 15.734607448881200
2006-09-01 15.795464536762000
2006-10-01 15.798136553880001
2006-11-01 15.810540579683400
2006-12-01 15.983028659131598
2007-01-01 15.879415976664800
2007-02-01 15.770166275623698
2007-03-01 15.815357003293700
2007-04-01 15.703462615926302
2007-05-01 15.720286607636400
2007-06-01 15.693199452061801
2007-07-01 15.609097203925300
2007-08-01 15.535970964770698
2007-09-01 15.611414432864300
2007-10-01 15.385310560311000
2007-11-01 15.295373112874902
2007-12-01 15.264620466138501
2008-01-01 15.185721887432999
2008-02-01 15.261339359023198
2008-03-01 15.212587020531100
2008-04-01 15.195171280969100
2008-05-01 15.246815773324801
2008-06-01 15.310110443353802
2008-07-01 15.315215171245900
2008-08-01 15.328662279026899
2008-09-01 15.330290954089199
2008-10-01 15.371797318604500
2008-11-01 15.375546136737900
2008-12-01 15.450179148393800
2009-01-01 15.296239491232400
2009-02-01 15.256091572263500
2009-03-01 15.212065849987900
2009-04-01 15.076676280418100
2009-05-01 15.069689886508000
2009-06-01 15.028325427472300
2009-07-01 15.021632988404200
2009-08-01 15.018255402228801
2009-09-01 15.050093565274599
2009-10-01 15.057830148917699
2009-11-01 15.056846115411998
2009-12-01 15.041287728281300
2010-01-01 15.007863350195501
2010-02-01 14.956835723847801
2010-03-01 14.914991412939000
2010-04-01 14.957214756189000
2010-05-01 14.886025110411401
2010-06-01 14.941188998154600
2010-07-01 15.025639174507000
2010-08-01 15.097942688807500
2010-09-01 15.165061830372501
2010-10-01 15.247951242024300
2010-11-01 15.345769103528000
2010-12-01 15.338009929227299
2011-01-01 15.621699858972200
2011-02-01 15.562000493500700
2011-03-01 15.630781899166300
2011-04-01 15.641089159040000
2011-05-01 15.592388721691101
2011-06-01 15.545208438869698
2011-07-01 15.518006957747200
2011-08-01 15.476242212675500
2011-09-01 15.370709772912300
2011-10-01 15.242473455841598
2011-11-01 15.342749653199197
2011-12-01 15.343418203143900
2012-01-01 15.232380903740301
2012-02-01 15.271532802829402
2012-03-01 15.348811928743000
2012-04-01 15.440338221700400
2012-05-01 15.491998360183699
2012-06-01 15.541118935870399
2012-07-01 15.400507615843802
2012-08-01 15.353928145841401
2012-09-01 15.472001061472600
2012-10-01 15.433619532339700
2012-11-01 15.439428449749100
2012-12-01 15.349959089059400
2013-01-01 15.547083662579000
2013-02-01 15.583326507073698
2013-03-01 15.575409365378402
2013-04-01 15.557814987579000
2013-05-01 15.483696047270401
2013-06-01 15.531857624281098
2013-07-01 15.474562099394400
2013-08-01 15.538483408259099
2013-09-01 15.460172737416801
2013-10-01 15.525433885018199
2013-11-01 15.537168529824500
2013-12-01 15.559685064010901
2014-01-01 15.556131420766402
2014-02-01 15.596300335881601
2014-03-01 15.599269419046000
2014-04-01 15.588060742409100
2014-05-01 15.772841215337500
2014-06-01 15.921108482370400
2014-07-01 16.151133846492698
2014-08-01 16.227719243655700
2014-09-01 16.347830431907898
2014-10-01 16.412753740370600
2014-11-01 16.529444796237200
2014-12-01 16.665406306406000
2015-01-01 16.864515607424100
2015-02-01 17.011190250402000
2015-03-01 17.124308727378700
2015-04-01 17.222914578367700
2015-05-01 17.264354410466600
2015-06-01 17.112079957472500
2015-07-01 17.325887244220700
2015-08-01 17.317190859568800
2015-09-01 17.329767214142500
2015-10-01 17.401544623259600
2015-11-01 17.425195757356500
2015-12-01 17.476959431372600
2016-01-01 17.369972014031600
2016-02-01 17.324680441379698
2016-03-01 17.448584210307500
2016-04-01 17.549199236270600
2016-05-01 17.755974122394900
2016-06-01 17.900300059727897
2016-07-01 18.110079730899198
2016-08-01 18.202635479337100
2016-09-01 18.414106429876398
2016-10-01 18.484205472758700
2016-11-01 18.623177163943200
2016-12-01 18.791544427680800
2017-01-01 18.881098288255398
2017-02-01 18.939633507855397
2017-03-01 19.075326935834200
2017-04-01 19.073066081640600
2017-05-01 19.149625112974900
2017-06-01 19.082003229748600
2017-07-01 18.991165745872603
2017-08-01 18.986035147414500
2017-09-01 18.988944594690000
2017-10-01 18.869437260932898
2017-11-01 19.130594787868800
2017-12-01 19.210183321448700
2018-01-01 19.194854959969900
2018-02-01 19.261945965082700
2018-03-01 19.296130682322700
2018-04-01 19.289947051296398
2018-05-01 19.243443841575697
2018-06-01 19.362952055898300
2018-07-01 19.471855355126000
2018-08-01 19.564048437871900
2018-09-01 19.565672656177600
2018-10-01 19.658732190583000
2018-11-01 19.733377878683600
2018-12-01 19.628455730151398
2019-01-01 19.913820829815300
2019-02-01 19.986911908438100
2019-03-01 19.919330285877400
2019-04-01 20.103791489365800
2019-05-01 20.042794621984300
2019-06-01 20.047064017506700
2019-07-01 19.942409589835300
2019-08-01 20.040914103173800
2019-09-01 20.037071275148200
2019-10-01 20.056251979141802
2019-11-01 19.933575858811500
2019-12-01 19.941559208900400
2020-01-01 20.034644627233600
2020-02-01 20.122645427672698
2020-03-01 20.139752045573500
2020-04-01 18.609464672735100
2020-05-01 18.741865928184897
2020-06-01 18.931367223507400
2020-07-01 19.020430862801500
2020-08-01 19.018159575395302
2020-09-01 19.110844062363000
2020-10-01 19.150888318577800
2020-11-01 19.132054360953397
2020-12-01 19.145658650699800
2021-01-01 19.157270660213000
2021-02-01 19.160836147085103
2021-03-01 19.363867503995500
2021-04-01 19.319272980211900
2021-05-01 19.436028202071700
2021-06-01 19.413906272272300
2021-07-01 19.597662728106100
2021-08-01 19.601538612420200
2021-09-01 19.487607915559398
2021-10-01 19.647336090861103
2021-11-01 19.931379552281100
2021-12-01 19.940164668512498
2022-01-01 20.078930684675200
2022-02-01 20.203018974327897
2022-03-01 20.179099173925103
2022-04-01 20.327585854741603
2022-05-01 20.325072789056100
2022-06-01 20.198122577944800
2022-07-01 20.384453744381197
2022-08-01 20.388112929316800
2022-09-01 20.475816910976300
2022-10-01 20.445683012033000
2022-11-01 20.529578118494197
2022-12-01 20.631034355447900
2023-01-01 20.495135921277700
2023-02-01 20.429789472995300
2023-03-01 20.496760348431803
2023-04-01 20.433360347333398
2023-05-01 20.315147508240500
2023-06-01 20.385240839538700
2023-07-01 20.276375424505100
2023-08-01 20.379325820124300
2023-09-01 20.370943477249103
2023-10-01 20.445360267545000
2023-11-01 20.327842517708200
2023-12-01 20.423135207384700
2024-01-01 20.405022846655400
2024-02-01 20.446847300140200
2024-03-01 20.508153487375000
2024-04-01 20.633938901642900
2024-05-01 20.911019359898700
2024-06-01 21.172542874638800
2024-07-01 21.078806719449300

Subscribe to the FRED newsletter


Follow us

Back to Top