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 2026-09-01
Last Updated 2026-10-20 10:43 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
1990-01-01 166.9400966893
1990-02-01 167.6566707332
1990-03-01 167.8841016590
1990-04-01 167.4409715635
1990-05-01 167.2183330563
1990-06-01 168.5494354573
1990-07-01 167.5091284737
1990-08-01 168.0670031388
1990-09-01 168.5301200554
1990-10-01 168.9629066274
1990-11-01 168.9449135926
1990-12-01 168.7791702746
1991-01-01 170.3902936758
1991-02-01 170.4250467958
1991-03-01 170.0702462700
1991-04-01 170.2742825723
1991-05-01 170.5630140595
1991-06-01 171.1318158857
1991-07-01 171.4009292948
1991-08-01 171.4446651634
1991-09-01 171.2502839547
1991-10-01 170.9267250117
1991-11-01 171.6511324756
1991-12-01 171.5776939982
1992-01-01 171.4519365639
1992-02-01 171.2200673182
1992-03-01 171.8243328074
1992-04-01 172.7896430526
1992-05-01 173.0180484651
1992-06-01 172.9824715187
1992-07-01 173.5288016204
1992-08-01 173.5329678538
1992-09-01 174.5074483175
1992-10-01 174.9869117494
1992-11-01 175.4543353246
1992-12-01 175.9421310711
1993-01-01 175.6137787606
1993-02-01 175.8330148273
1993-03-01 175.4484166638
1993-04-01 176.6995742842
1993-05-01 177.2616197053
1993-06-01 176.7411890428
1993-07-01 178.4791965132
1993-08-01 179.0271252460
1993-09-01 179.5657297349
1993-10-01 178.6172844536
1993-11-01 178.7828191127
1993-12-01 179.2855174109
1994-01-01 180.7137802702
1994-02-01 180.8587367908
1994-03-01 182.1959178831
1994-04-01 182.3242562787
1994-05-01 183.3352874052
1994-06-01 183.7023671684
1994-07-01 183.4067027090
1994-08-01 183.9206760517
1994-09-01 185.1073762304
1994-10-01 186.7882446812
1994-11-01 187.8959278114
1994-12-01 187.5883270218
1995-01-01 188.0867713796
1995-02-01 188.3730562469
1995-03-01 188.8130803149
1995-04-01 189.2492194197
1995-05-01 189.5576958154
1995-06-01 190.5137745379
1995-07-01 191.6969922199
1995-08-01 193.0391482456
1995-09-01 193.4161890801
1995-10-01 194.3678667895
1995-11-01 194.8951425207
1995-12-01 195.5876351917
1996-01-01 195.9816749066
1996-02-01 197.4955692292
1996-03-01 198.7392670717
1996-04-01 198.4683073451
1996-05-01 199.1971048594
1996-06-01 198.3884836381
1996-07-01 199.2077420573
1996-08-01 200.6394430824
1996-09-01 201.0063609552
1996-10-01 201.4478950823
1996-11-01 201.5812459512
1996-12-01 201.3989693412
1997-01-01 204.5182161412
1997-02-01 204.4499300662
1997-03-01 204.1701980672
1997-04-01 204.1017392392
1997-05-01 204.4345517028
1997-06-01 204.2116463334
1997-07-01 204.9042650224
1997-08-01 204.5615192398
1997-09-01 205.4870949618
1997-10-01 205.4742388234
1997-11-01 206.3010055373
1997-12-01 206.8204877386
1998-01-01 207.1480363079
1998-02-01 207.2367847062
1998-03-01 207.2393350289
1998-04-01 207.5803711989
1998-05-01 207.5189590056
1998-06-01 208.5933305365
1998-07-01 208.9842927896
1998-08-01 208.9033348078
1998-09-01 209.2673582078
1998-10-01 209.6243603521
1998-11-01 210.0698324637
1998-12-01 209.7095093217
1999-01-01 209.5522580510
1999-02-01 210.2357893073
1999-03-01 210.3481602422
1999-04-01 211.1488688916
1999-05-01 209.5492985658
1999-06-01 210.7103985438
1999-07-01 212.1114833099
1999-08-01 211.4141719945
1999-09-01 211.7811592968
1999-10-01 212.2310035743
1999-11-01 212.6225857357
1999-12-01 213.2456602318
2000-01-01 213.8240384504
2000-02-01 213.6991427861
2000-03-01 215.6962913813
2000-04-01 214.6360762546
2000-05-01 214.8086728086
2000-06-01 215.0954935052
2000-07-01 215.4636502176
2000-08-01 216.2262447846
2000-09-01 215.8942186645
2000-10-01 215.6908176428
2000-11-01 215.8872883778
2000-12-01 216.5193412406
2001-01-01 216.8706893585
2001-02-01 217.2097313308
2001-03-01 216.9447742595
2001-04-01 217.9422686708
2001-05-01 217.9738997603
2001-06-01 217.8319073999
2001-07-01 217.1428321585
2001-08-01 217.0578315462
2001-09-01 216.9285452265
2001-10-01 217.2123905364
2001-11-01 217.0460531315
2001-12-01 217.4460695370
2002-01-01 217.4426056085
2002-02-01 217.9570692297
2002-03-01 217.8553160550
2002-04-01 218.3519047763
2002-05-01 218.7778607217
2002-06-01 219.1336393673
2002-07-01 219.4051047797
2002-08-01 219.7066824202
2002-09-01 219.8615100169
2002-10-01 219.8085871987
2002-11-01 220.2715564362
2002-12-01 219.8675801858
2003-01-01 219.3943575465
2003-02-01 218.5080206609
2003-03-01 218.8138759180
2003-04-01 218.1699462564
2003-05-01 218.4466912741
2003-06-01 218.5140556659
2003-07-01 218.3866725795
2003-08-01 218.7565127287
2003-09-01 218.9112344782
2003-10-01 218.9161208095
2003-11-01 218.8327618604
2003-12-01 219.0976223632
2004-01-01 219.4800068975
2004-02-01 219.7489025918
2004-03-01 220.7835710969
2004-04-01 220.9166652807
2004-05-01 221.1169467483
2004-06-01 221.0575228436
2004-07-01 221.7348113216
2004-08-01 221.2802202189
2004-09-01 221.2435546025
2004-10-01 221.8282329401
2004-11-01 221.5869441221
2004-12-01 221.6792468110
2005-01-01 222.1018887986
2005-02-01 222.6211971196
2005-03-01 222.5499815503
2005-04-01 223.2619370163
2005-05-01 223.3632597693
2005-06-01 224.2390727270
2005-07-01 224.8602256662
2005-08-01 225.4068846330
2005-09-01 225.5873692943
2005-10-01 225.3279188884
2005-11-01 226.5486972405
2005-12-01 226.9237368116
2006-01-01 227.6170661234
2006-02-01 227.5586125690
2006-03-01 228.4716096008
2006-04-01 228.2996907410
2006-05-01 228.4309030149
2006-06-01 228.2658612018
2006-07-01 228.1062702495
2006-08-01 228.6711995725
2006-09-01 229.6656672388
2006-10-01 229.7284544278
2006-11-01 230.5311863851
2006-12-01 231.3172937893
2007-01-01 231.1520611179
2007-02-01 230.7220158953
2007-03-01 230.9704967149
2007-04-01 230.3213442213
2007-05-01 231.0463288646
2007-06-01 231.9996930977
2007-07-01 231.6358765938
2007-08-01 232.0788418964
2007-09-01 232.0028667189
2007-10-01 231.8257941247
2007-11-01 232.1993555043
2007-12-01 232.3881966223
2008-01-01 232.6938851094
2008-02-01 233.1554408959
2008-03-01 233.1831862511
2008-04-01 233.2205209532
2008-05-01 233.6566410054
2008-06-01 233.2964689492
2008-07-01 234.4769347809
2008-08-01 233.8364431003
2008-09-01 233.1860727574
2008-10-01 232.9577465992
2008-11-01 231.6780052811
2008-12-01 231.0314532412
2009-01-01 230.5622223661
2009-02-01 230.4003890393
2009-03-01 229.1610108513
2009-04-01 227.8878506899
2009-05-01 228.6438846238
2009-06-01 227.6333174377
2009-07-01 226.8135708223
2009-08-01 226.3391042875
2009-09-01 226.4175711433
2009-10-01 226.0655774034
2009-11-01 225.9748832223
2009-12-01 226.0149305545
2010-01-01 225.4255817036
2010-02-01 224.4269582501
2010-03-01 225.4293455539
2010-04-01 226.8765082766
2010-05-01 226.6703460621
2010-06-01 225.5042810462
2010-07-01 226.6889710989
2010-08-01 227.1543383129
2010-09-01 227.2991578078
2010-10-01 228.2896049809
2010-11-01 228.8364179592
2010-12-01 229.1310391312
2011-01-01 229.4037373837
2011-02-01 229.7133770448
2011-03-01 230.3979896652
2011-04-01 230.7171609028
2011-05-01 230.2811303051
2011-06-01 230.4581248031
2011-07-01 229.9862112440
2011-08-01 229.4319767041
2011-09-01 229.2169998127
2011-10-01 229.1006731934
2011-11-01 229.6477503464
2011-12-01 230.0403939240
2012-01-01 230.1098279776
2012-02-01 230.0605604826
2012-03-01 233.1343580881
2012-04-01 231.3305366278
2012-05-01 231.9450066276
2012-06-01 232.0120635773
2012-07-01 232.4587435608
2012-08-01 232.4709762056
2012-09-01 232.6574332507
2012-10-01 232.8061070588
2012-11-01 232.5153579891
2012-12-01 232.2663081289
2013-01-01 232.4662043732
2013-02-01 233.3715538288
2013-03-01 235.7909652005
2013-04-01 232.9910816871
2013-05-01 233.3112921110
2013-06-01 234.2869078756
2013-07-01 234.1596400345
2013-08-01 234.3160045409
2013-09-01 234.4361861954
2013-10-01 234.5085052984
2013-11-01 234.2448197353
2013-12-01 233.7866130556
2014-01-01 235.1106208679
2014-02-01 234.9844153522
2014-03-01 235.3490692072
2014-04-01 235.8674622494
2014-05-01 236.8627519031
2014-06-01 236.5808940688
2014-07-01 236.4974193077
2014-08-01 237.8739322852
2014-09-01 238.3583964823
2014-10-01 238.6592786192
2014-11-01 239.7352324421
2014-12-01 240.0095654312
2015-01-01 240.3783462971
2015-02-01 241.7427531461
2015-03-01 241.3128904136
2015-04-01 241.4131307939
2015-05-01 242.4761703801
2015-06-01 242.9402565295
2015-07-01 243.6153790589
2015-08-01 244.1612725545
2015-09-01 244.0695521397
2015-10-01 244.3522399887
2015-11-01 244.8413688544
2015-12-01 245.7519706703
2016-01-01 245.7644148476
2016-02-01 245.1761659588
2016-03-01 246.5663371590
2016-04-01 246.8777138691
2016-05-01 246.8575168736
2016-06-01 246.7070122478
2016-07-01 248.3748459301
2016-08-01 247.6777716320
2016-09-01 249.2260977667
2016-10-01 249.9761607469
2016-11-01 249.8116804030
2016-12-01 249.9930527759
2017-01-01 250.0733924291
2017-02-01 250.1948413643
2017-03-01 249.7748367941
2017-04-01 250.9802960970
2017-05-01 250.7399850559
2017-06-01 250.9963714347
2017-07-01 250.8742145796
2017-08-01 251.2694214709
2017-09-01 251.5369271214
2017-10-01 251.7000581410
2017-11-01 251.6781108299
2017-12-01 252.2525617433
2018-01-01 252.3417218657
2018-02-01 252.4306447300
2018-03-01 253.7522248386
2018-04-01 254.4628276308
2018-05-01 254.5705474453
2018-06-01 255.5838094641
2018-07-01 255.5609893401
2018-08-01 255.5512189282
2018-09-01 256.2694133628
2018-10-01 256.5882940781
2018-11-01 256.7472394178
2018-12-01 256.6558615519
2019-01-01 256.9347141253
2019-02-01 257.7655410552
2019-03-01 258.0305924755
2019-04-01 258.5250047962
2019-05-01 259.3418852738
2019-06-01 259.9372609034
2019-07-01 260.3368562108
2019-08-01 261.1406320032
2019-09-01 259.7854841264
2019-10-01 260.1259359921
2019-11-01 260.6792728638
2019-12-01 261.5643380533
2020-01-01 260.7232754401
2020-02-01 260.0458933889
2020-03-01 258.7453828258
2020-04-01 212.7871227275
2020-05-01 219.4228977800
2020-06-01 229.2027459073
2020-07-01 236.6790341956
2020-08-01 238.4293552237
2020-09-01 241.1060716683
2020-10-01 244.0294082643
2020-11-01 244.8458495429
2020-12-01 242.2932414106
2021-01-01 242.6928103068
2021-02-01 244.9031718593
2021-03-01 246.7703483366
2021-04-01 245.6981620314
2021-05-01 246.8125816387
2021-06-01 247.5822995398
2021-07-01 248.5867164603
2021-08-01 248.9267753627
2021-09-01 248.5328596931
2021-10-01 251.3763097444
2021-11-01 253.2102291754
2021-12-01 254.2010291014
2022-01-01 255.7015774843
2022-02-01 258.4860372765
2022-03-01 259.2773252381
2022-04-01 261.1496516035
2022-05-01 261.2126701176
2022-06-01 261.5758979325
2022-07-01 263.6481650481
2022-08-01 264.3456004868
2022-09-01 264.3497405707
2022-10-01 264.8138029694
2022-11-01 264.7883599669
2022-12-01 265.1137147068
2023-01-01 266.7497436001
2023-02-01 267.1202278146
2023-03-01 267.6352916759
2023-04-01 268.6413448183
2023-05-01 268.9611026777
2023-06-01 269.3627095519
2023-07-01 268.2558890996
2023-08-01 268.3213127034
2023-09-01 268.4750783660
2023-10-01 268.6510961189
2023-11-01 268.9591405339
2023-12-01 269.7567028838
2024-01-01 270.3705252106
2024-02-01 270.0852620886
2024-03-01 270.8783300693
2024-04-01 269.8306202853
2024-05-01 270.5899002490
2024-06-01 270.7943900955
2024-07-01 270.5081532012
2024-08-01 271.7923335235
2024-09-01 272.8440504740
2024-10-01 273.8147914873
2024-11-01 273.4175971130
2024-12-01 272.9462650957
2025-01-01 272.0748898750
2025-02-01 272.1337772818
2025-03-01 272.7355149237
2025-04-01 272.1585707293
2025-05-01 272.2041152903
2025-06-01 272.5576592600
2025-07-01 272.6245886591
2025-08-01 272.4533494231
2025-09-01 272.8904947573
2025-10-01 272.4800582032
2025-11-01 272.5998471741
2025-12-01 273.6053424836
2026-01-01 273.2298084635
2026-02-01 272.4625071101
2026-03-01 272.0485709396
2026-04-01 273.7783375449
2026-05-01 273.6844384131
2026-06-01 274.1165067638
2026-07-01 275.1152148233
2026-08-01 275.0388177871
2026-09-01 273.1570146989

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