Federal Reserve Economic Data

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 2025-05-01
Last Updated 2025-06-25 3:48 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 12.176192339473500
1990-02-01 12.247850393090198
1990-03-01 12.300968377798000
1990-04-01 12.409421361514600
1990-05-01 12.409141020874900
1990-06-01 12.539916837299600
1990-07-01 12.283994324015600
1990-08-01 12.250665877883598
1990-09-01 12.236893723939800
1990-10-01 12.330266359410999
1990-11-01 12.353782795857400
1990-12-01 12.363161201786099
1991-01-01 13.078304284012301
1991-02-01 12.947034069240699
1991-03-01 12.900814213250198
1991-04-01 12.707910303514700
1991-05-01 12.704525181700400
1991-06-01 12.837773529567000
1991-07-01 12.885675207898700
1991-08-01 12.846612961463200
1991-09-01 12.829862787844801
1991-10-01 12.834515104504499
1991-11-01 12.862769261158500
1991-12-01 12.876102095583600
1992-01-01 12.884351568605302
1992-02-01 12.845057805956800
1992-03-01 12.893974436257000
1992-04-01 12.902772051644100
1992-05-01 12.897404453045900
1992-06-01 12.937140705749700
1992-07-01 12.980962174220600
1992-08-01 13.039109613512302
1992-09-01 13.116901117915000
1992-10-01 13.143733921075802
1992-11-01 13.174017401678300
1992-12-01 13.302312518189900
1993-01-01 13.194961057546001
1993-02-01 13.247798110621600
1993-03-01 13.283475619120901
1993-04-01 13.292743967278100
1993-05-01 13.486971903862500
1993-06-01 13.430742211563900
1993-07-01 13.474188731574500
1993-08-01 13.526863001692801
1993-09-01 13.496551471043400
1993-10-01 13.559931763365901
1993-11-01 13.586502079980098
1993-12-01 13.634724721016300
1994-01-01 13.820001799836500
1994-02-01 13.851853840781200
1994-03-01 13.873403341216700
1994-04-01 13.979857856627600
1994-05-01 13.969449098921402
1994-06-01 14.016294017305801
1994-07-01 13.965240677292199
1994-08-01 14.004973293757500
1994-09-01 14.080981721047802
1994-10-01 14.284447752099199
1994-11-01 13.998350983079900
1994-12-01 13.869307912019100
1995-01-01 14.045413504590800
1995-02-01 14.066345107356800
1995-03-01 14.072681715864300
1995-04-01 13.955819803808598
1995-05-01 13.851420589665999
1995-06-01 13.788113711407900
1995-07-01 13.856275858751600
1995-08-01 13.779592870584800
1995-09-01 13.872125977973000
1995-10-01 14.012706462931302
1995-11-01 14.110906563218400
1995-12-01 14.100968094602600
1996-01-01 13.974174705669100
1996-02-01 14.180640975710599
1996-03-01 14.272029504568401
1996-04-01 14.230216909086302
1996-05-01 14.535855333451100
1996-06-01 14.359844842047998
1996-07-01 14.439967368230601
1996-08-01 14.456014040224600
1996-09-01 14.470051599657301
1996-10-01 14.340069201993801
1996-11-01 14.325307537456998
1996-12-01 14.127572911537800
1997-01-01 14.194872984262600
1997-02-01 14.303691354066201
1997-03-01 14.269491917876401
1997-04-01 14.310368373166803
1997-05-01 14.318230715857900
1997-06-01 14.334131968758700
1997-07-01 14.219387513150000
1997-08-01 14.332328933040099
1997-09-01 14.265118242187500
1997-10-01 14.264213017282400
1997-11-01 14.350439076286400
1997-12-01 14.453681698207500
1998-01-01 14.414067885355900
1998-02-01 14.317095702052100
1998-03-01 14.367194825433302
1998-04-01 14.601312033145401
1998-05-01 14.594623948817501
1998-06-01 14.705752252795300
1998-07-01 14.700525403425800
1998-08-01 14.716071211557200
1998-09-01 14.661943896149301
1998-10-01 14.781907357097301
1998-11-01 14.882521712201900
1998-12-01 14.881453144444698
1999-01-01 15.018359009377400
1999-02-01 15.131681592535800
1999-03-01 15.163468951632000
1999-04-01 15.298087889338902
1999-05-01 15.071030502716802
1999-06-01 15.073534829666700
1999-07-01 15.190625783843998
1999-08-01 15.201328298920801
1999-09-01 15.357057061454599
1999-10-01 15.395559954447200
1999-11-01 15.413255459598900
1999-12-01 15.518258368065801
2000-01-01 15.516562887156802
2000-02-01 15.534440709735401
2000-03-01 15.659401953675198
2000-04-01 15.599779823892500
2000-05-01 15.647885417310500
2000-06-01 15.546880775703800
2000-07-01 15.685199792067600
2000-08-01 15.699110842276301
2000-09-01 15.845368468298199
2000-10-01 15.503724443377800
2000-11-01 15.535021704218900
2000-12-01 15.749589418394198
2001-01-01 15.513505763363199
2001-02-01 15.544915314107700
2001-03-01 15.453410073132698
2001-04-01 15.500129745279100
2001-05-01 15.630089950917300
2001-06-01 15.725655554405598
2001-07-01 15.691484017502400
2001-08-01 15.592704784182198
2001-09-01 15.630097242081401
2001-10-01 15.705718505964699
2001-11-01 15.741948990825800
2001-12-01 15.780051980570600
2002-01-01 15.919049461384802
2002-02-01 15.950335902498800
2002-03-01 16.056170195526000
2002-04-01 15.992506525313198
2002-05-01 16.021200579465400
2002-06-01 16.111702725354800
2002-07-01 16.000595712203100
2002-08-01 16.190053878727400
2002-09-01 16.112015774889300
2002-10-01 16.105776455192900
2002-11-01 16.239538507123500
2002-12-01 16.195367685964000
2003-01-01 16.429637046844600
2003-02-01 16.459894605411600
2003-03-01 16.455344250678802
2003-04-01 16.578331520794700
2003-05-01 16.725426101343300
2003-06-01 16.712915579273200
2003-07-01 16.815589246506400
2003-08-01 16.784320631944800
2003-09-01 16.895116449204800
2003-10-01 16.895022532658597
2003-11-01 16.927389795023700
2003-12-01 17.103833636542400
2004-01-01 16.846237459381800
2004-02-01 16.956929719236300
2004-03-01 17.056331524651500
2004-04-01 17.169897532580098
2004-05-01 17.139528430904697
2004-06-01 17.234378263682100
2004-07-01 17.117144306477698
2004-08-01 17.189103398599400
2004-09-01 17.173602443215900
2004-10-01 17.276998396537700
2004-11-01 17.216085727276400
2004-12-01 16.994966957022400
2005-01-01 16.862323503237900
2005-02-01 16.954082609722000
2005-03-01 16.950045079249403
2005-04-01 16.974555301731000
2005-05-01 16.861979940304400
2005-06-01 16.866362141730000
2005-07-01 16.921046940892100
2005-08-01 16.890535941324500
2005-09-01 16.852608343515698
2005-10-01 16.748002888039700
2005-11-01 16.799506384793500
2005-12-01 16.879995578087403
2006-01-01 16.881105699178900
2006-02-01 16.945817923061200
2006-03-01 16.947747367692300
2006-04-01 16.894276429340100
2006-05-01 16.888038630674300
2006-06-01 16.693732312446002
2006-07-01 16.715805366038200
2006-08-01 16.691520354614300
2006-09-01 16.733080333535200
2006-10-01 16.727351033466498
2006-11-01 16.583857547565000
2006-12-01 16.565740542854800
2007-01-01 16.491173913450100
2007-02-01 16.533866638734500
2007-03-01 16.446102498851598
2007-04-01 16.423296165831097
2007-05-01 16.411255451358400
2007-06-01 16.412916300455800
2007-07-01 16.419055326819600
2007-08-01 16.288482422639802
2007-09-01 16.217043619253100
2007-10-01 16.202683407380800
2007-11-01 16.166013407612400
2007-12-01 16.159716204470698
2008-01-01 16.200988746067800
2008-02-01 16.021039883935700
2008-03-01 16.153738919266900
2008-04-01 16.149265955736197
2008-05-01 16.227775325255300
2008-06-01 16.221463084792900
2008-07-01 16.414783089649998
2008-08-01 16.585205865982700
2008-09-01 16.707459208256200
2008-10-01 16.788332217285600
2008-11-01 16.955295257832500
2008-12-01 16.360252778713000
2009-01-01 16.203083379969600
2009-02-01 16.213829888876500
2009-03-01 16.262289266478800
2009-04-01 16.065758842308800
2009-05-01 16.132736239351200
2009-06-01 16.122917719903900
2009-07-01 16.014998334848400
2009-08-01 15.986785951757100
2009-09-01 15.903164381730098
2009-10-01 15.770433185605800
2009-11-01 15.849497308139900
2009-12-01 15.866397526681302
2010-01-01 16.110778284981500
2010-02-01 16.112668095856900
2010-03-01 16.066451683466000
2010-04-01 16.169632011945698
2010-05-01 16.227459098764600
2010-06-01 16.314880199337598
2010-07-01 16.413375268072098
2010-08-01 16.491692905610800
2010-09-01 16.607051734259098
2010-10-01 16.770181869405300
2010-11-01 17.054134692377900
2010-12-01 16.671684997104197
2011-01-01 16.608792358171000
2011-02-01 16.609441579466800
2011-03-01 16.568576703923302
2011-04-01 16.667325726233600
2011-05-01 16.507316028781900
2011-06-01 16.509441360636302
2011-07-01 16.518107682013400
2011-08-01 16.507132741467000
2011-09-01 16.414395638257900
2011-10-01 16.369731663240000
2011-11-01 16.360746010432400
2011-12-01 16.370635162911400
2012-01-01 16.405731413672303
2012-02-01 16.408138322072197
2012-03-01 16.564403393215800
2012-04-01 16.363740038602800
2012-05-01 16.392369873777800
2012-06-01 16.297526750529500
2012-07-01 16.321892756201102
2012-08-01 16.224311414308400
2012-09-01 16.230792522039300
2012-10-01 16.182496215107900
2012-11-01 15.960241844175000
2012-12-01 15.761510082147000
2013-01-01 15.789609495655300
2013-02-01 15.711814883982000
2013-03-01 15.655795636531101
2013-04-01 15.566895469534499
2013-05-01 15.482553818362500
2013-06-01 15.393659087863801
2013-07-01 15.230652196500700
2013-08-01 15.140425347103902
2013-09-01 15.041687684911098
2013-10-01 14.988192848581800
2013-11-01 14.950366183822400
2013-12-01 14.948975042360400
2014-01-01 14.878575558011699
2014-02-01 14.818797323034302
2014-03-01 14.744897453788800
2014-04-01 14.773058741558799
2014-05-01 14.788978657476099
2014-06-01 14.682457332979400
2014-07-01 14.641674625256600
2014-08-01 14.649836171985900
2014-09-01 14.652220239074600
2014-10-01 14.590510893348801
2014-11-01 14.638222645019200
2014-12-01 14.637914629822399
2015-01-01 14.662081184435001
2015-02-01 14.724721367470500
2015-03-01 14.643970913070900
2015-04-01 14.482347392111500
2015-05-01 14.502776509861500
2015-06-01 14.581297055131301
2015-07-01 14.546049352935000
2015-08-01 14.449921706048600
2015-09-01 14.357131645064399
2015-10-01 14.372574040120302
2015-11-01 14.526079761529100
2015-12-01 14.540539452180900
2016-01-01 14.654432453609400
2016-02-01 14.528476835917099
2016-03-01 14.652785220919700
2016-04-01 14.688207503140099
2016-05-01 14.828154532272901
2016-06-01 14.878975725123000
2016-07-01 15.033679163423901
2016-08-01 15.238883304260900
2016-09-01 15.566580067965300
2016-10-01 15.749388833824700
2016-11-01 15.517427046870301
2016-12-01 14.942724810638301
2017-01-01 14.958291692007801
2017-02-01 15.029260970864800
2017-03-01 15.073642112143800
2017-04-01 15.096516148638301
2017-05-01 15.045958698156200
2017-06-01 15.085374342820401
2017-07-01 14.914212939004300
2017-08-01 14.925646300291600
2017-09-01 14.962239934169200
2017-10-01 15.016576502205900
2017-11-01 15.007528173082200
2017-12-01 15.150938184469100
2018-01-01 15.280561701928600
2018-02-01 15.233918868918500
2018-03-01 15.303832485489900
2018-04-01 15.297715576887300
2018-05-01 15.357754440184300
2018-06-01 15.384070205170401
2018-07-01 15.488921406311200
2018-08-01 15.512414876388302
2018-09-01 15.457995968673300
2018-10-01 15.495610429880000
2018-11-01 15.794112785975900
2018-12-01 15.352432704500899
2019-01-01 15.508013008837500
2019-02-01 15.543430931775800
2019-03-01 15.539174578952197
2019-04-01 15.593268143586800
2019-05-01 15.561998889998698
2019-06-01 15.594437893700500
2019-07-01 15.662519188172500
2019-08-01 15.599359562448000
2019-09-01 15.446368145950698
2019-10-01 15.479270474284402
2019-11-01 15.466988768634698
2019-12-01 15.657461433666198
2020-01-01 15.537696559227500
2020-02-01 15.763683808350400
2020-03-01 15.671126510485100
2020-04-01 11.283124300655901
2020-05-01 11.666922711494902
2020-06-01 12.503730060193900
2020-07-01 13.638220274398000
2020-08-01 13.889880044528502
2020-09-01 14.236158718927900
2020-10-01 14.673508953874400
2020-11-01 14.535736664613500
2020-12-01 13.654089906226401
2021-01-01 13.653444266565800
2021-02-01 13.687064811031700
2021-03-01 13.792860873658100
2021-04-01 13.883573032338400
2021-05-01 13.972483236394500
2021-06-01 14.024851123590699
2021-07-01 14.033645384632198
2021-08-01 13.982094139043200
2021-09-01 13.911464312996700
2021-10-01 13.858084203933300
2021-11-01 14.003809162666700
2021-12-01 14.048967898477800
2022-01-01 14.754195082832698
2022-02-01 14.923820764259501
2022-03-01 15.001640344820100
2022-04-01 15.197888438182199
2022-05-01 15.177807286426301
2022-06-01 15.240325433601999
2022-07-01 15.441664953550902
2022-08-01 15.475403872234900
2022-09-01 15.487376489480699
2022-10-01 15.740679787631302
2022-11-01 15.585440969236900
2022-12-01 15.241281090205200
2023-01-01 15.436164291668300
2023-02-01 15.450434178939900
2023-03-01 15.501942135360599
2023-04-01 15.625885071238000
2023-05-01 15.588554068755100
2023-06-01 15.561187416087899
2023-07-01 15.453836516103499
2023-08-01 15.366702011174800
2023-09-01 15.365363686116400
2023-10-01 15.314743358436100
2023-11-01 15.174247218877802
2023-12-01 15.335820304664600
2024-01-01 15.515502090905200
2024-02-01 15.672993927812400
2024-03-01 15.398802908465300
2024-04-01 15.057652802517700
2024-05-01 15.196691473670600
2024-06-01 15.472187843565399
2024-07-01 15.663320287044101
2024-08-01 15.960641364198000
2024-09-01 16.252479401485400
2024-10-01 16.294835506113902
2024-11-01 16.373407590212600
2024-12-01 16.529915975476400
2025-01-01 16.597933762247600
2025-02-01 16.576495879274198
2025-03-01 16.796558011961000
2025-04-01 16.788267866964800
2025-05-01 17.004091636522000

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