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 2025-11-01
Last Updated 2026-01-07 9:55 PM CST
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 12.1981436405370
1990-02-01 12.2569636471208
1990-03-01 12.3013119899877
1990-04-01 12.3973445439639
1990-05-01 12.3917935912675
1990-06-01 12.5388330215380
1990-07-01 12.2872132625619
1990-08-01 12.2538040748435
1990-09-01 12.2418692688348
1990-10-01 12.3306887540463
1990-11-01 12.3505433061538
1990-12-01 12.3557989373865
1991-01-01 13.0972378318455
1991-02-01 12.9555206311970
1991-03-01 12.9013354525679
1991-04-01 12.6970406374944
1991-05-01 12.6884548089749
1991-06-01 12.8363615575238
1991-07-01 12.8884626447049
1991-08-01 12.8497560034861
1991-09-01 12.8350032608758
1991-10-01 12.8361314559442
1991-11-01 12.8612913679453
1991-12-01 12.8702448605670
1992-01-01 12.8962212280717
1992-02-01 12.8498587946333
1992-03-01 12.8934238286211
1992-04-01 12.8952200265580
1992-05-01 12.8860188807559
1992-06-01 12.9369925116560
1992-07-01 12.9838513092589
1992-08-01 13.0422270433624
1992-09-01 13.1209938063056
1992-10-01 13.1457039330089
1992-11-01 13.1739902650783
1992-12-01 13.2976519469190
1993-01-01 13.1996957540852
1993-02-01 13.2492458753384
1993-03-01 13.2815654992357
1993-04-01 13.2887085127894
1993-05-01 13.4809979780345
1993-06-01 13.4325635294979
1993-07-01 13.4774275673302
1993-08-01 13.5291414417623
1993-09-01 13.4981774868876
1993-10-01 13.5612073958183
1993-11-01 13.5880250973366
1993-12-01 13.6305990280280
1994-01-01 13.8210256141640
1994-02-01 13.8513327621269
1994-03-01 13.8703034488798
1994-04-01 13.9783978031082
1994-05-01 13.9671721087764
1994-06-01 14.0190813278064
1994-07-01 13.9680149684786
1994-08-01 14.0065749445779
1994-09-01 14.0815770152262
1994-10-01 14.2853141254486
1994-11-01 13.9998437786758
1994-12-01 13.8644592557731
1995-01-01 14.0459631979379
1995-02-01 14.0676206002664
1995-03-01 14.0708257289418
1995-04-01 13.9542971861109
1995-05-01 13.8489306176733
1995-06-01 13.7891590821857
1995-07-01 13.8580685998283
1995-08-01 13.7813913701325
1995-09-01 13.8736193064684
1995-10-01 14.0143222603522
1995-11-01 14.1128285524014
1995-12-01 14.0956329305883
1996-01-01 13.9751925497595
1996-02-01 14.1816155167154
1996-03-01 14.2695114220842
1996-04-01 14.2278768426091
1996-05-01 14.5333960973243
1996-06-01 14.3607337571503
1996-07-01 14.4420883143416
1996-08-01 14.4590071799927
1996-09-01 14.4729969100927
1996-10-01 14.3416262090012
1996-11-01 14.3257192272079
1996-12-01 14.1215689643331
1997-01-01 14.1955023821854
1997-02-01 14.3047213131047
1997-03-01 14.2676720413297
1997-04-01 14.3080612910692
1997-05-01 14.3167200321649
1997-06-01 14.3355265938858
1997-07-01 14.2208652980933
1997-08-01 14.3334650839019
1997-09-01 14.2670556929664
1997-10-01 14.2674443104876
1997-11-01 14.3507703643898
1997-12-01 14.4483774706276
1998-01-01 14.4150673782920
1998-02-01 14.3178118256880
1998-03-01 14.3655047447865
1998-04-01 14.5989901241595
1998-05-01 14.5925677641527
1998-06-01 14.7081436631093
1998-07-01 14.7005132574024
1998-08-01 14.7161015241076
1998-09-01 14.6645189799878
1998-10-01 14.7875107826736
1998-11-01 14.8819081823969
1998-12-01 14.8767439201492
1999-01-01 15.0180827835798
1999-02-01 15.1324506383126
1999-03-01 15.1630119815916
1999-04-01 15.2961499537064
1999-05-01 15.0685219007028
1999-06-01 15.0759829211931
1999-07-01 15.1882698100544
1999-08-01 15.1991057684497
1999-09-01 15.3599363968768
1999-10-01 15.4049524908662
1999-11-01 15.4137498223535
1999-12-01 15.5170858966095
2000-01-01 15.5136768310755
2000-02-01 15.5320231500590
2000-03-01 15.6572210539191
2000-04-01 15.5984122015353
2000-05-01 15.6459834825618
2000-06-01 15.5510220238731
2000-07-01 15.6824690281131
2000-08-01 15.6969633863726
2000-09-01 15.8487660557052
2000-10-01 15.5130921444924
2000-11-01 15.5347332452187
2000-12-01 15.7496158183107
2001-01-01 15.5095384703368
2001-02-01 15.5419426220999
2001-03-01 15.4514796298397
2001-04-01 15.4995540211314
2001-05-01 15.6285255819163
2001-06-01 15.7299744077939
2001-07-01 15.6890352852682
2001-08-01 15.5897966426610
2001-09-01 15.6318413889244
2001-10-01 15.7145114565562
2001-11-01 15.7403311312797
2001-12-01 15.7824027894664
2002-01-01 15.9150912788721
2002-02-01 15.9489571263157
2002-03-01 16.0555302716085
2002-04-01 15.9921841331023
2002-05-01 16.0186233196376
2002-06-01 16.1143845136880
2002-07-01 15.9976324171596
2002-08-01 16.1882521947967
2002-09-01 16.1140722860148
2002-10-01 16.1124516777584
2002-11-01 16.2376408919009
2002-12-01 16.1980728712704
2003-01-01 16.4262981602490
2003-02-01 16.4606068126290
2003-03-01 16.4555525692801
2003-04-01 16.5767865623542
2003-05-01 16.7222805445811
2003-06-01 16.7137778008971
2003-07-01 16.8145564289011
2003-08-01 16.7839173002107
2003-09-01 16.8960915394845
2003-10-01 16.8986600077743
2003-11-01 16.9254482870178
2003-12-01 17.1087350252792
2004-01-01 16.8429849274124
2004-02-01 16.9579862457570
2004-03-01 17.0564127308948
2004-04-01 17.1682276243314
2004-05-01 17.1372098852548
2004-06-01 17.2342004154490
2004-07-01 17.1171901362065
2004-08-01 17.1896753772564
2004-09-01 17.1739742477633
2004-10-01 17.2773200606434
2004-11-01 17.2151656955086
2004-12-01 16.9988450660337
2005-01-01 16.8598717085124
2005-02-01 16.9564162809994
2005-03-01 16.9491706236099
2005-04-01 16.9727294990312
2005-05-01 16.8611252714441
2005-06-01 16.8678465663470
2005-07-01 16.9234130360203
2005-08-01 16.8910690235811
2005-09-01 16.8501904181555
2005-10-01 16.7448982133198
2005-11-01 16.7973225638765
2005-12-01 16.8813388962993
2006-01-01 16.8804226871536
2006-02-01 16.9512049359906
2006-03-01 16.9477757482409
2006-04-01 16.8962481884061
2006-05-01 16.8867752384265
2006-06-01 16.6944993077688
2006-07-01 16.7154239581782
2006-08-01 16.6903180509351
2006-09-01 16.7311083865085
2006-10-01 16.7250593426056
2006-11-01 16.5844146168086
2006-12-01 16.5630534463318
2007-01-01 16.4919123768986
2007-02-01 16.5384829851648
2007-03-01 16.4444467621585
2007-04-01 16.4282615561259
2007-05-01 16.4105258815441
2007-06-01 16.4153477047750
2007-07-01 16.4187649307443
2007-08-01 16.2863873357885
2007-09-01 16.2134971519186
2007-10-01 16.1992469125178
2007-11-01 16.1673150107113
2007-12-01 16.1541846111655
2008-01-01 16.2047282105862
2008-02-01 16.0255221344338
2008-03-01 16.1526739019459
2008-04-01 16.1558012466249
2008-05-01 16.2273261308321
2008-06-01 16.2226566413341
2008-07-01 16.4120151912160
2008-08-01 16.5817501891970
2008-09-01 16.7047170054037
2008-10-01 16.7873333180945
2008-11-01 16.9589143981897
2008-12-01 16.3523106003645
2009-01-01 16.2080339562615
2009-02-01 16.2171118973639
2009-03-01 16.2616798147475
2009-04-01 16.0703397672843
2009-05-01 16.1330437537166
2009-06-01 16.1250595221823
2009-07-01 16.0130060414613
2009-08-01 15.9834277187369
2009-09-01 15.8988212261241
2009-10-01 15.7681911248357
2009-11-01 15.8526985190862
2009-12-01 15.8601111627456
2010-01-01 16.1178670675919
2010-02-01 16.1161072270410
2010-03-01 16.0667582458824
2010-04-01 16.1712339688256
2010-05-01 16.2272629026257
2010-06-01 16.3154381216721
2010-07-01 16.4104133504511
2010-08-01 16.4881429559313
2010-09-01 16.6041862002427
2010-10-01 16.7702185530792
2010-11-01 17.0587644578566
2010-12-01 16.6690335429144
2011-01-01 16.6147004071632
2011-02-01 16.6098668644937
2011-03-01 16.5680671279029
2011-04-01 16.6647940766167
2011-05-01 16.5073708284567
2011-06-01 16.5108565146514
2011-07-01 16.5177656692265
2011-08-01 16.5054787989371
2011-09-01 16.4114351894240
2011-10-01 16.3680450814503
2011-11-01 16.3639811170200
2011-12-01 16.3717860155849
2012-01-01 16.4104470685310
2012-02-01 16.4050104115190
2012-03-01 16.5650825785014
2012-04-01 16.3633865170214
2012-05-01 16.3921973278117
2012-06-01 16.2966376877862
2012-07-01 16.3204784868877
2012-08-01 16.2232174979003
2012-09-01 16.2325397029186
2012-10-01 16.1819998757589
2012-11-01 15.9612860009853
2012-12-01 15.7634465099086
2013-01-01 15.7844766102193
2013-02-01 15.7072203927635
2013-03-01 15.6599353849930
2013-04-01 15.5742027547170
2013-05-01 15.4852679757959
2013-06-01 15.3944421669014
2013-07-01 15.2296224267979
2013-08-01 15.1363327514786
2013-09-01 15.0457208006978
2013-10-01 14.9856329493801
2013-11-01 14.9376752645345
2013-12-01 14.9495959019628
2014-01-01 14.8660452877219
2014-02-01 14.8231863174335
2014-03-01 14.7560535694063
2014-04-01 14.7907772913385
2014-05-01 14.7923004185118
2014-06-01 14.6826495280213
2014-07-01 14.6394158475138
2014-08-01 14.6424062944121
2014-09-01 14.6601980642814
2014-10-01 14.5884849890217
2014-11-01 14.6073193902479
2014-12-01 14.6343250005942
2015-01-01 14.6422738622805
2015-02-01 14.7402660249906
2015-03-01 14.6632956853235
2015-04-01 14.5082527553011
2015-05-01 14.5092936261921
2015-06-01 14.5835012587719
2015-07-01 14.5442304344505
2015-08-01 14.4387312565325
2015-09-01 14.3647939355498
2015-10-01 14.3717066897441
2015-11-01 14.4704893571731
2015-12-01 14.5321469786817
2016-01-01 14.6379692081709
2016-02-01 14.5556884897901
2016-03-01 14.6791303577522
2016-04-01 14.7190120713223
2016-05-01 14.8366470623039
2016-06-01 14.8798593522441
2016-07-01 15.0289625491757
2016-08-01 15.2256528033963
2016-09-01 15.5752367678877
2016-10-01 15.7530583840785
2016-11-01 15.4494311892464
2016-12-01 14.9282983353366
2017-01-01 14.9449042697921
2017-02-01 15.0606464222061
2017-03-01 15.1041122116877
2017-04-01 15.1298252506552
2017-05-01 15.0514898033665
2017-06-01 15.0903973705199
2017-07-01 14.9077736541560
2017-08-01 14.9127868780089
2017-09-01 14.9673221036488
2017-10-01 15.0257206335818
2017-11-01 14.9287132531082
2017-12-01 15.1338859540651
2018-01-01 15.2786943500487
2018-02-01 15.2687152236182
2018-03-01 15.3347540591852
2018-04-01 15.3281292899599
2018-05-01 15.3541293824324
2018-06-01 15.3876916127964
2018-07-01 15.4786531312530
2018-08-01 15.5044012231675
2018-09-01 15.4620467861025
2018-10-01 15.5113092294306
2018-11-01 15.7243394248084
2018-12-01 15.3355118491245
2019-01-01 15.5137128530365
2019-02-01 15.5699908022666
2019-03-01 15.5650141012839
2019-04-01 15.6189060033915
2019-05-01 15.5495633845969
2019-06-01 15.5984440009898
2019-07-01 15.6499652177860
2019-08-01 15.5955863806151
2019-09-01 15.4462542092248
2019-10-01 15.5031990304223
2019-11-01 15.4105101333092
2019-12-01 15.6460335729532
2020-01-01 15.5525626677210
2020-02-01 15.7810830665733
2020-03-01 15.6888310723209
2020-04-01 11.3007519158016
2020-05-01 11.6464032369588
2020-06-01 12.5004953650839
2020-07-01 13.6220280984868
2020-08-01 13.8888387438357
2020-09-01 14.2368635502831
2020-10-01 14.7039534943400
2020-11-01 14.5119151314534
2020-12-01 13.6496192741226
2021-01-01 13.6637168157404
2021-02-01 13.6936203634869
2021-03-01 13.8002665160599
2021-04-01 13.8915859848778
2021-05-01 13.9450340777757
2021-06-01 14.0202373988462
2021-07-01 14.0175163367334
2021-08-01 13.9808107861497
2021-09-01 13.9113035903535
2021-10-01 13.8921178121814
2021-11-01 14.0028291305129
2021-12-01 14.0561851686153
2022-01-01 14.7643070923534
2022-02-01 14.9335292046157
2022-03-01 15.0022936925233
2022-04-01 15.1889566767094
2022-05-01 15.1377559500513
2022-06-01 15.2202162116870
2022-07-01 15.4232544428326
2022-08-01 15.4718154670056
2022-09-01 15.4954875526303
2022-10-01 15.7869819561827
2022-11-01 15.6157876898469
2022-12-01 15.2625590792241
2023-01-01 15.4429122423007
2023-02-01 15.4566575494074
2023-03-01 15.4911160998040
2023-04-01 15.5988489980608
2023-05-01 15.5367799175947
2023-06-01 15.5256455972194
2023-07-01 15.4356110112848
2023-08-01 15.3608077441711
2023-09-01 15.3840061246267
2023-10-01 15.3751959081066
2023-11-01 15.2242349037641
2023-12-01 15.3708456127237
2024-01-01 15.5257944733212
2024-02-01 15.6788282184991
2024-03-01 15.3789717980159
2024-04-01 15.0127678274878
2024-05-01 15.1301756330580
2024-06-01 15.4151239804104
2024-07-01 15.6449519854777
2024-08-01 15.9536933287736
2024-09-01 16.2856205911980
2024-10-01 16.3710475935495
2024-11-01 16.4475694642635
2024-12-01 16.5725693675895
2025-01-01 16.6062410628528
2025-02-01 16.5760821225537
2025-03-01 16.7669826273200
2025-04-01 16.7321503565950
2025-05-01 16.9256897271541
2025-06-01 16.9130642841553
2025-07-01 16.7582138854630
2025-08-01 16.6518749800306
2025-09-01 16.2829157326833
2025-10-01 16.3622410136917
2025-11-01 16.3578734848645

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