Table Data - All Employees: Private Service Providing in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Private Service Providing in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254200800000001SA
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 2026-07-01
Last Updated 2026-08-21 6:44 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
1990-01-01 166.940096689268
1990-02-01 167.656670733235
1990-03-01 167.884101658974
1990-04-01 167.440971563475
1990-05-01 167.218333056335
1990-06-01 168.549435457295
1990-07-01 167.509128473684
1990-08-01 168.067003138822
1990-09-01 168.530120055377
1990-10-01 168.962906627442
1990-11-01 168.944913592581
1990-12-01 168.779170274580
1991-01-01 170.390293675805
1991-02-01 170.425046795767
1991-03-01 170.070246270041
1991-04-01 170.274282572283
1991-05-01 170.563014059509
1991-06-01 171.131815885670
1991-07-01 171.400929294834
1991-08-01 171.444665163397
1991-09-01 171.250283954737
1991-10-01 170.926725011683
1991-11-01 171.651132475577
1991-12-01 171.577693998172
1992-01-01 171.451936563862
1992-02-01 171.220067318170
1992-03-01 171.824332807440
1992-04-01 172.789643052592
1992-05-01 173.018048465090
1992-06-01 172.982471518712
1992-07-01 173.528801620427
1992-08-01 173.532967853772
1992-09-01 174.507448317499
1992-10-01 174.986911749386
1992-11-01 175.454335324586
1992-12-01 175.942131071083
1993-01-01 175.613778760657
1993-02-01 175.833014827358
1993-03-01 175.448416663896
1993-04-01 176.699574284179
1993-05-01 177.261619705346
1993-06-01 176.741189042813
1993-07-01 178.479196513231
1993-08-01 179.027125246028
1993-09-01 179.565729734818
1993-10-01 178.617284453500
1993-11-01 178.782819112608
1993-12-01 179.285517410892
1994-01-01 180.713780270168
1994-02-01 180.858736791162
1994-03-01 182.195917883101
1994-04-01 182.324256278686
1994-05-01 183.335287405286
1994-06-01 183.702367168428
1994-07-01 183.406702709039
1994-08-01 183.920676051652
1994-09-01 185.107376230206
1994-10-01 186.788244680802
1994-11-01 187.895927810987
1994-12-01 187.588327021567
1995-01-01 188.086771379655
1995-02-01 188.373056248013
1995-03-01 188.813080315402
1995-04-01 189.249219420118
1995-05-01 189.557695815646
1995-06-01 190.513774537884
1995-07-01 191.696992219629
1995-08-01 193.039148244831
1995-09-01 193.416189079110
1995-10-01 194.367866788265
1995-11-01 194.895142519668
1995-12-01 195.587635191609
1996-01-01 195.981674907503
1996-02-01 197.495569231974
1996-03-01 198.739267073467
1996-04-01 198.468307346654
1996-05-01 199.197104859908
1996-06-01 198.388483637753
1996-07-01 199.207742055913
1996-08-01 200.639443079928
1996-09-01 201.006360952315
1996-10-01 201.447895079981
1996-11-01 201.581245949677
1996-12-01 201.398969340006
1997-01-01 204.518216140062
1997-02-01 204.449930081195
1997-03-01 204.170198068398
1997-04-01 204.101739240413
1997-05-01 204.434551703632
1997-06-01 204.211646334375
1997-07-01 204.904265022551
1997-08-01 204.561519224767
1997-09-01 205.487094959639
1997-10-01 205.474238820725
1997-11-01 206.301005534443
1997-12-01 206.820487735857
1998-01-01 207.148036305981
1998-02-01 207.236784735942
1998-03-01 207.239335029099
1998-04-01 207.580371202085
1998-05-01 207.518959008022
1998-06-01 208.593330538990
1998-07-01 208.984292790496
1998-08-01 208.903334778151
1998-09-01 209.267358203921
1998-10-01 209.624360344646
1998-11-01 210.069832454939
1998-12-01 209.709509314806
1999-01-01 209.552258050062
1999-02-01 210.235789359033
1999-03-01 210.348160254557
1999-04-01 211.148868908870
1999-05-01 209.549298572931
1999-06-01 210.710398541067
1999-07-01 212.111483299497
1999-08-01 211.414171937376
1999-09-01 211.781159283390
1999-10-01 212.231003558687
1999-11-01 212.622585718422
1999-12-01 213.245660219399
2000-01-01 213.824038451242
2000-02-01 213.699142885839
2000-03-01 215.696291408493
2000-04-01 214.636076337732
2000-05-01 214.808672813209
2000-06-01 215.095493478441
2000-07-01 215.463650168110
2000-08-01 216.226244685283
2000-09-01 215.894218620705
2000-10-01 215.690817612709
2000-11-01 215.887288355592
2000-12-01 216.519341222823
2001-01-01 216.870689376957
2001-02-01 217.209731504650
2001-03-01 216.944774300894
2001-04-01 217.942268832862
2001-05-01 217.973899829773
2001-06-01 217.831907470849
2001-07-01 217.142831676236
2001-08-01 217.057831552423
2001-09-01 216.928545264359
2001-10-01 217.212390373648
2001-11-01 217.046053146422
2001-12-01 217.446069546858
2002-01-01 217.442605634204
2002-02-01 217.957069410675
2002-03-01 217.855316073029
2002-04-01 218.351905016824
2002-05-01 218.777860893060
2002-06-01 219.133639584099
2002-07-01 219.405103898132
2002-08-01 219.706682597469
2002-09-01 219.861510219428
2002-10-01 219.808586748417
2002-11-01 220.271556572520
2002-12-01 219.867580236462
2003-01-01 219.394357541998
2003-02-01 218.508020733831
2003-03-01 218.813875532646
2003-04-01 218.169946485518
2003-05-01 218.446691647665
2003-06-01 218.514056284490
2003-07-01 218.386671484935
2003-08-01 218.756513247175
2003-09-01 218.911234874523
2003-10-01 218.916120143358
2003-11-01 218.832762344075
2003-12-01 219.097622197827
2004-01-01 219.480006967483
2004-02-01 219.748902494981
2004-03-01 220.783569870573
2004-04-01 220.916664630046
2004-05-01 221.116946477877
2004-06-01 221.057525324065
2004-07-01 221.734810145849
2004-08-01 221.280220974581
2004-09-01 221.243555226362
2004-10-01 221.828232456507
2004-11-01 221.586945427986
2004-12-01 221.679247299349
2005-01-01 222.101889704599
2005-02-01 222.621196778884
2005-03-01 222.549978635978
2005-04-01 223.261933626990
2005-05-01 223.363256341160
2005-06-01 224.239074551153
2005-07-01 224.860229721129
2005-08-01 225.406884798774
2005-09-01 225.587370216128
2005-10-01 225.327919400685
2005-11-01 226.548700702694
2005-12-01 226.923739717282
2006-01-01 227.617069769051
2006-02-01 227.558609360888
2006-03-01 228.471607091201
2006-04-01 228.299682466264
2006-05-01 228.430887108296
2006-06-01 228.265864776508
2006-07-01 228.106282756697
2006-08-01 228.671200777038
2006-09-01 229.665668680674
2006-10-01 229.728454992020
2006-11-01 230.531189454150
2006-12-01 231.317298150751
2007-01-01 231.152070206103
2007-02-01 230.722009295822
2007-03-01 230.970508476722
2007-04-01 230.321326980775
2007-05-01 231.046295469593
2007-06-01 231.999695849062
2007-07-01 231.635903819636
2007-08-01 232.078845397896
2007-09-01 232.002865234037
2007-10-01 231.825787272765
2007-11-01 232.199345021313
2007-12-01 232.388192361641
2008-01-01 232.693902107393
2008-02-01 233.155446194728
2008-03-01 233.183232700621
2008-04-01 233.220509290614
2008-05-01 233.656594257394
2008-06-01 233.296467545124
2008-07-01 234.476965636509
2008-08-01 233.836447996905
2008-09-01 233.186058735280
2008-10-01 232.957713425392
2008-11-01 231.677966686613
2008-12-01 231.031428005604
2009-01-01 230.562229272183
2009-02-01 230.400383643605
2009-03-01 229.161255767343
2009-04-01 227.887818308750
2009-05-01 228.643815372575
2009-06-01 227.633297582592
2009-07-01 226.813596172399
2009-08-01 226.339098019794
2009-09-01 226.417529274031
2009-10-01 226.065507921887
2009-11-01 225.974812510157
2009-12-01 226.014863407183
2010-01-01 225.425524356065
2010-02-01 224.426992414242
2010-03-01 225.429943121365
2010-04-01 226.876396709201
2010-05-01 226.670219546050
2010-06-01 225.504271037384
2010-07-01 226.688956609282
2010-08-01 227.154298180380
2010-09-01 227.299083483068
2010-10-01 228.289502758775
2010-11-01 228.836317222383
2010-12-01 229.130925695429
2011-01-01 229.403620326367
2011-02-01 229.713460735237
2011-03-01 230.398967100956
2011-04-01 230.716973318981
2011-05-01 230.280923294222
2011-06-01 230.458125781335
2011-07-01 229.986143037450
2011-08-01 229.431901574150
2011-09-01 229.216901544099
2011-10-01 229.100561570676
2011-11-01 229.647640791709
2011-12-01 230.040248057158
2012-01-01 230.109665849711
2012-02-01 230.060724233773
2012-03-01 233.135540711918
2012-04-01 231.330266469136
2012-05-01 231.944749274856
2012-06-01 232.012092317175
2012-07-01 232.458622949597
2012-08-01 232.470881293952
2012-09-01 232.657341941550
2012-10-01 232.806016903378
2012-11-01 232.515276637272
2012-12-01 232.266152268363
2013-01-01 232.466063244054
2013-02-01 233.371680625674
2013-03-01 235.792145756277
2013-04-01 232.990765561243
2013-05-01 233.311010568233
2013-06-01 234.286962354141
2013-07-01 234.159484008131
2013-08-01 234.315991335225
2013-09-01 234.436107076033
2013-10-01 234.508462903306
2013-11-01 234.244788494746
2013-12-01 233.786473502177
2014-01-01 235.110528189614
2014-02-01 234.984552108332
2014-03-01 235.349808603196
2014-04-01 235.867154297615
2014-05-01 236.862509262806
2014-06-01 236.581008818246
2014-07-01 236.497281895618
2014-08-01 237.874076588013
2014-09-01 238.358396134716
2014-10-01 238.659307522706
2014-11-01 239.735233086798
2014-12-01 240.009406750728
2015-01-01 240.378281442464
2015-02-01 241.742760472635
2015-03-01 241.312935153285
2015-04-01 241.412889069676
2015-05-01 242.476039491094
2015-06-01 242.940543868513
2015-07-01 243.615476964207
2015-08-01 244.161799181151
2015-09-01 244.069733519321
2015-10-01 244.352270024324
2015-11-01 244.841186072476
2015-12-01 245.751556582557
2016-01-01 245.764125856998
2016-02-01 245.175958277122
2016-03-01 246.565604178278
2016-04-01 246.877571492918
2016-05-01 246.857656028261
2016-06-01 246.707737068061
2016-07-01 248.375598176338
2016-08-01 247.678863080127
2016-09-01 249.226592293463
2016-10-01 249.976225924553
2016-11-01 249.811403428205
2016-12-01 249.990728585525
2017-01-01 250.072943677920
2017-02-01 250.194318231685
2017-03-01 249.773816960030
2017-04-01 250.980203293984
2017-05-01 250.740347032281
2017-06-01 250.997080638697
2017-07-01 250.878334372799
2017-08-01 251.270208107349
2017-09-01 251.537424807251
2017-10-01 251.700340802421
2017-11-01 251.678045012081
2017-12-01 252.245692199928
2018-01-01 252.341484953915
2018-02-01 252.430648162064
2018-03-01 253.750868580672
2018-04-01 254.463043244322
2018-05-01 254.571471078908
2018-06-01 255.584721660622
2018-07-01 255.568643658707
2018-08-01 255.551557611203
2018-09-01 256.269856621694
2018-10-01 256.588498641369
2018-11-01 256.747068630867
2018-12-01 256.644099931004
2019-01-01 256.934784882758
2019-02-01 257.766408432781
2019-03-01 258.029691736248
2019-04-01 258.525879431157
2019-05-01 259.343286708060
2019-06-01 259.937817628916
2019-07-01 260.347412910821
2019-08-01 261.140029328216
2019-09-01 259.785809575526
2019-10-01 260.126144283792
2019-11-01 260.678809045128
2019-12-01 261.548949182730
2020-01-01 260.723501919619
2020-02-01 260.048077604265
2020-03-01 258.745867027781
2020-04-01 212.789117198365
2020-05-01 219.424583664014
2020-06-01 229.202497553952
2020-07-01 236.687340983850
2020-08-01 238.427632018491
2020-09-01 241.106200736519
2020-10-01 244.029985821976
2020-11-01 244.845631406562
2020-12-01 242.277961882818
2021-01-01 242.691228563194
2021-02-01 244.903613349045
2021-03-01 246.774731152906
2021-04-01 245.702533641928
2021-05-01 246.819289054621
2021-06-01 247.587985100720
2021-07-01 248.587704697660
2021-08-01 248.925020720747
2021-09-01 248.528649365850
2021-10-01 251.378078907901
2021-11-01 253.205785756398
2021-12-01 254.184512446524
2022-01-01 255.688966521577
2022-02-01 258.483895324649
2022-03-01 259.285707108522
2022-04-01 261.161095413420
2022-05-01 261.235964062304
2022-06-01 261.601179945675
2022-07-01 263.645922497430
2022-08-01 264.345931153978
2022-09-01 264.333000297620
2022-10-01 264.799356873313
2022-11-01 264.756652618249
2022-12-01 265.126030188472
2023-01-01 266.706210981754
2023-02-01 267.103849241345
2023-03-01 267.643769123579
2023-04-01 268.665423528709
2023-05-01 269.014923135606
2023-06-01 269.439075644266
2023-07-01 268.272782082627
2023-08-01 268.342143210033
2023-09-01 268.411931912575
2023-10-01 268.588721530425
2023-11-01 268.888453396542
2023-12-01 269.796780952077
2024-01-01 270.294442288427
2024-02-01 270.053310923574
2024-03-01 270.876796445038
2024-04-01 269.868655609107
2024-05-01 270.678437865755
2024-06-01 270.929703677705
2024-07-01 270.573244627707
2024-08-01 271.865502959453
2024-09-01 272.719108506449
2024-10-01 273.684054186363
2024-11-01 273.296922809892
2024-12-01 273.015394270758
2025-01-01 271.964012458981
2025-02-01 272.080641485920
2025-03-01 272.719911189198
2025-04-01 272.207679072344
2025-05-01 272.324778480222
2025-06-01 272.755651046399
2025-07-01 272.744938720141
2025-08-01 272.594913864012
2025-09-01 272.701064863010
2025-10-01 272.285626920621
2025-11-01 272.441346884336
2025-12-01 273.676475436812
2026-01-01 273.095215080121
2026-02-01 272.396414556968
2026-03-01 272.016333594934
2026-04-01 273.833010163248
2026-05-01 273.825805219878
2026-06-01 274.353311892498
2026-07-01 275.484249824414

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