Table Data - All Employees: Private Service Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA)

Title All Employees: Private Service Providing in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Series ID SMU42109000800000001SA
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 2026-08-01
Last Updated 2026-09-18 11:33 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
1990-01-01 174.2424029177
1990-02-01 173.8995324910
1990-03-01 174.3253540029
1990-04-01 173.9520998798
1990-05-01 173.8084187945
1990-06-01 174.6271397334
1990-07-01 174.4139211747
1990-08-01 175.1896331668
1990-09-01 175.3934362646
1990-10-01 176.6879259863
1990-11-01 175.5196482437
1990-12-01 175.3192629885
1991-01-01 175.3462790945
1991-02-01 175.7192659291
1991-03-01 175.4132188676
1991-04-01 173.5234229441
1991-05-01 174.2169171766
1991-06-01 175.6522840225
1991-07-01 175.1343084356
1991-08-01 175.6192944369
1991-09-01 175.5912200518
1991-10-01 173.5461243481
1991-11-01 173.5187184284
1991-12-01 174.6106553832
1992-01-01 174.4915783736
1992-02-01 174.8471657576
1992-03-01 174.3753651037
1992-04-01 175.7049589122
1992-05-01 175.9029282547
1992-06-01 175.5125888722
1992-07-01 176.3638375830
1992-08-01 176.0817998266
1992-09-01 176.4601313895
1992-10-01 176.7001389888
1992-11-01 177.0853752090
1992-12-01 177.0358849936
1993-01-01 178.4142777277
1993-02-01 179.7890231857
1993-03-01 177.6843301228
1993-04-01 178.9744619346
1993-05-01 179.5931453882
1993-06-01 179.8444746213
1993-07-01 179.9869637638
1993-08-01 180.2238646419
1993-09-01 180.4836348703
1993-10-01 181.1896973389
1993-11-01 181.8548806248
1993-12-01 182.0848211691
1994-01-01 180.5207274732
1994-02-01 181.3304356206
1994-03-01 182.6225517134
1994-04-01 182.8154813939
1994-05-01 182.3910008658
1994-06-01 183.2248276554
1994-07-01 184.0796588602
1994-08-01 184.8225729130
1994-09-01 185.6148934002
1994-10-01 183.9202562678
1994-11-01 184.3197951818
1994-12-01 184.5030318669
1995-01-01 183.7188878131
1995-02-01 184.3107863864
1995-03-01 185.4003235432
1995-04-01 184.4603391613
1995-05-01 184.8278246666
1995-06-01 185.1957856090
1995-07-01 184.9301218498
1995-08-01 185.3427593650
1995-09-01 186.3845578136
1995-10-01 186.4568858676
1995-11-01 187.0515541368
1995-12-01 187.7917093978
1996-01-01 185.6848710385
1996-02-01 187.9596835353
1996-03-01 187.7810125038
1996-04-01 188.6656339871
1996-05-01 188.7281054326
1996-06-01 188.9039862165
1996-07-01 188.9928619475
1996-08-01 189.7992588748
1996-09-01 190.1087053476
1996-10-01 190.2714293140
1996-11-01 190.8716911406
1996-12-01 191.0834471175
1997-01-01 192.2648964751
1997-02-01 192.4142764774
1997-03-01 192.6883055569
1997-04-01 192.7351905127
1997-05-01 193.6378218395
1997-06-01 194.2080179030
1997-07-01 194.8759673487
1997-08-01 194.8195199154
1997-09-01 195.0916408156
1997-10-01 197.8672085327
1997-11-01 198.0462609370
1997-12-01 198.5901152643
1998-01-01 199.3203622077
1998-02-01 199.8352886578
1998-03-01 200.9002028732
1998-04-01 201.5694439908
1998-05-01 203.3393794654
1998-06-01 201.9464298580
1998-07-01 202.3541860884
1998-08-01 202.7108720255
1998-09-01 203.2117128662
1998-10-01 203.2354814416
1998-11-01 203.3549606564
1998-12-01 203.8019112445
1999-01-01 202.6217516406
1999-02-01 205.3670075119
1999-03-01 205.4293490639
1999-04-01 206.5901011260
1999-05-01 206.7665902647
1999-06-01 206.6702798096
1999-07-01 208.3330879922
1999-08-01 209.0963732168
1999-09-01 209.4659961665
1999-10-01 210.6392963864
1999-11-01 210.8404848900
1999-12-01 212.0405422022
2000-01-01 212.2792215161
2000-02-01 213.5030241106
2000-03-01 213.7102265883
2000-04-01 214.3545814456
2000-05-01 214.6421941644
2000-06-01 215.9768409904
2000-07-01 216.0430071804
2000-08-01 215.2165735274
2000-09-01 215.9247138661
2000-10-01 216.4468578534
2000-11-01 217.5407798447
2000-12-01 218.0060364104
2001-01-01 219.0902060415
2001-02-01 218.7684077286
2001-03-01 219.7088002510
2001-04-01 217.2387688075
2001-05-01 217.7356278705
2001-06-01 218.8659537754
2001-07-01 218.3742686214
2001-08-01 218.7235976032
2001-09-01 218.0357760918
2001-10-01 217.8962894328
2001-11-01 218.4662300978
2001-12-01 218.3198714228
2002-01-01 219.2630129085
2002-02-01 219.1099418038
2002-03-01 220.3132285901
2002-04-01 218.8495151950
2002-05-01 219.3664347750
2002-06-01 219.8838716733
2002-07-01 221.2988927299
2002-08-01 222.6648263482
2002-09-01 223.5404069023
2002-10-01 223.4795686626
2002-11-01 223.5475278215
2002-12-01 224.2092435185
2003-01-01 225.9610635614
2003-02-01 224.8851862893
2003-03-01 225.2495866025
2003-04-01 225.6851469320
2003-05-01 226.6276498978
2003-06-01 226.4731699709
2003-07-01 226.5657853805
2003-08-01 227.5395052437
2003-09-01 228.8320918858
2003-10-01 229.5243152996
2003-11-01 229.7656837564
2003-12-01 230.3855695106
2004-01-01 229.8702632892
2004-02-01 230.3753620440
2004-03-01 231.0217418590
2004-04-01 231.4684512455
2004-05-01 231.4683784367
2004-06-01 231.7782043726
2004-07-01 230.9580023629
2004-08-01 230.5289725485
2004-09-01 230.8337663375
2004-10-01 232.9494495603
2004-11-01 232.6632293712
2004-12-01 232.2371328563
2005-01-01 233.1797764536
2005-02-01 234.3279265704
2005-03-01 234.2704551871
2005-04-01 235.9816479606
2005-05-01 236.3268106399
2005-06-01 236.7598350427
2005-07-01 238.4447887132
2005-08-01 238.2017444158
2005-09-01 238.1897463200
2005-10-01 238.1854244621
2005-11-01 238.9679306030
2005-12-01 239.0085355313
2006-01-01 240.2805594338
2006-02-01 241.0046688365
2006-03-01 242.2426811228
2006-04-01 242.2621653076
2006-05-01 242.3488806770
2006-06-01 242.9235326469
2006-07-01 243.4168697625
2006-08-01 244.2352464982
2006-09-01 245.1128799008
2006-10-01 244.9830391125
2006-11-01 244.5847462607
2006-12-01 244.9881587127
2007-01-01 244.7303181178
2007-02-01 244.3454037336
2007-03-01 245.4538453558
2007-04-01 244.3748762382
2007-05-01 245.2512367785
2007-06-01 246.4575670188
2007-07-01 246.1837946401
2007-08-01 246.1000252676
2007-09-01 246.0171432103
2007-10-01 247.2901884156
2007-11-01 247.0508595740
2007-12-01 247.4655898481
2008-01-01 247.2892473460
2008-02-01 246.8847257770
2008-03-01 246.5779930427
2008-04-01 246.1612542787
2008-05-01 246.4860177364
2008-06-01 246.1198559803
2008-07-01 246.5573592139
2008-08-01 246.1595006088
2008-09-01 245.3061382657
2008-10-01 244.8566283724
2008-11-01 243.0314851316
2008-12-01 243.8098688324
2009-01-01 242.9958849711
2009-02-01 242.2584079930
2009-03-01 241.0880267478
2009-04-01 239.2585496454
2009-05-01 241.1716437145
2009-06-01 240.8837316870
2009-07-01 240.9797364121
2009-08-01 240.9350486530
2009-09-01 240.6428681514
2009-10-01 240.9501323924
2009-11-01 241.0558666176
2009-12-01 240.8821909732
2010-01-01 241.2216082716
2010-02-01 241.5248338055
2010-03-01 242.3925954390
2010-04-01 242.8330013832
2010-05-01 242.9549638941
2010-06-01 242.8333857173
2010-07-01 243.0908051222
2010-08-01 243.9083669962
2010-09-01 244.4070052904
2010-10-01 245.5701025224
2010-11-01 246.0605834897
2010-12-01 248.7901091122
2011-01-01 247.1472187501
2011-02-01 247.8599547298
2011-03-01 248.5116972074
2011-04-01 250.0095475348
2011-05-01 250.5526556003
2011-06-01 250.8157146514
2011-07-01 251.7488420255
2011-08-01 251.9993022755
2011-09-01 252.9236974308
2011-10-01 252.9874622550
2011-11-01 253.0015789895
2011-12-01 254.8594647970
2012-01-01 255.2299659873
2012-02-01 256.9290871728
2012-03-01 257.7011395119
2012-04-01 257.3026964856
2012-05-01 256.7436554307
2012-06-01 257.2456020743
2012-07-01 256.6314216525
2012-08-01 257.2146472283
2012-09-01 257.8139316526
2012-10-01 257.1927489715
2012-11-01 257.5777905104
2012-12-01 257.5052619245
2013-01-01 258.6700742595
2013-02-01 259.3355779695
2013-03-01 259.3763743092
2013-04-01 259.6024828994
2013-05-01 259.5614165791
2013-06-01 260.9148102447
2013-07-01 261.1541604542
2013-08-01 261.5301147722
2013-09-01 261.5390405167
2013-10-01 260.6335713589
2013-11-01 261.1524976081
2013-12-01 261.3088060296
2014-01-01 261.5300911973
2014-02-01 260.9060582045
2014-03-01 261.6737190759
2014-04-01 263.1281400831
2014-05-01 264.3296649265
2014-06-01 264.3799558770
2014-07-01 264.1831161976
2014-08-01 264.8159966543
2014-09-01 265.2889984330
2014-10-01 266.6370768719
2014-11-01 266.7067227728
2014-12-01 268.0918248927
2015-01-01 266.9320315143
2015-02-01 266.5977176566
2015-03-01 266.8362237061
2015-04-01 267.5363320053
2015-05-01 268.9009092274
2015-06-01 269.3106970599
2015-07-01 270.3425371562
2015-08-01 270.6921067326
2015-09-01 270.8864283013
2015-10-01 272.5034502836
2015-11-01 273.2333935215
2015-12-01 274.7124748761
2016-01-01 273.2293737220
2016-02-01 273.7964693189
2016-03-01 275.1536014503
2016-04-01 274.9562534847
2016-05-01 274.7442730448
2016-06-01 274.9036780796
2016-07-01 276.7757845376
2016-08-01 277.1008763112
2016-09-01 278.4116831598
2016-10-01 278.9135458357
2016-11-01 278.8356402293
2016-12-01 279.2013329557
2017-01-01 279.5794813125
2017-02-01 279.6872558015
2017-03-01 278.9536051931
2017-04-01 279.0681878841
2017-05-01 279.3292258932
2017-06-01 279.8024527215
2017-07-01 279.8538807657
2017-08-01 279.9721361999
2017-09-01 280.6982427421
2017-10-01 280.0379772282
2017-11-01 280.8255436784
2017-12-01 281.1273100230
2018-01-01 281.4586671076
2018-02-01 282.5575654549
2018-03-01 281.7673337470
2018-04-01 283.0433509650
2018-05-01 283.3297493531
2018-06-01 283.4774648843
2018-07-01 282.8860636059
2018-08-01 283.2587400258
2018-09-01 283.2228533072
2018-10-01 284.2746397501
2018-11-01 284.3093672613
2018-12-01 284.7822535733
2019-01-01 285.1988146908
2019-02-01 285.3674033022
2019-03-01 285.9961047320
2019-04-01 285.8972810042
2019-05-01 286.5845103079
2019-06-01 286.5158628406
2019-07-01 287.1860072537
2019-08-01 288.1328967601
2019-09-01 287.3473490958
2019-10-01 288.2679863296
2019-11-01 289.5130662575
2019-12-01 290.3582514677
2020-01-01 289.5413442935
2020-02-01 289.4488797392
2020-03-01 286.2093162287
2020-04-01 228.5129585210
2020-05-01 239.2617499305
2020-06-01 250.0229035187
2020-07-01 261.2198478250
2020-08-01 262.5183896578
2020-09-01 265.0841387832
2020-10-01 270.0133501247
2020-11-01 271.0399096508
2020-12-01 271.3290397946
2021-01-01 272.9922557760
2021-02-01 274.6045859784
2021-03-01 275.6798933890
2021-04-01 275.9781911001
2021-05-01 276.3089078194
2021-06-01 277.7588350831
2021-07-01 279.8513974355
2021-08-01 280.1118072249
2021-09-01 280.8042099054
2021-10-01 285.2375783885
2021-11-01 285.9083077234
2021-12-01 286.8990384471
2022-01-01 285.5744793121
2022-02-01 289.0447610808
2022-03-01 289.4170639048
2022-04-01 290.7836013594
2022-05-01 291.1085643010
2022-06-01 291.7264381925
2022-07-01 293.2020167810
2022-08-01 294.1417563172
2022-09-01 293.4775762093
2022-10-01 293.8652099616
2022-11-01 293.8060391410
2022-12-01 294.7314396375
2023-01-01 296.0134086451
2023-02-01 295.7868020132
2023-03-01 295.8788889179
2023-04-01 295.9695002393
2023-05-01 295.7112459980
2023-06-01 296.7347241304
2023-07-01 294.3788366924
2023-08-01 294.9177443387
2023-09-01 295.7995462548
2023-10-01 296.0424232876
2023-11-01 296.5336509550
2023-12-01 297.7712859764
2024-01-01 298.3164505925
2024-02-01 298.9858713193
2024-03-01 300.2325788176
2024-04-01 300.6142293373
2024-05-01 301.7953718725
2024-06-01 302.2015194282
2024-07-01 302.1515186433
2024-08-01 302.8399082257
2024-09-01 304.0356444471
2024-10-01 304.3671596038
2024-11-01 304.6851938619
2024-12-01 305.1090508758
2025-01-01 305.3209771001
2025-02-01 306.6253490424
2025-03-01 307.1632107798
2025-04-01 307.0913018821
2025-05-01 307.6806920579
2025-06-01 308.4663371211
2025-07-01 308.6334227090
2025-08-01 309.1032567576
2025-09-01 309.2757388160
2025-10-01 310.1052808242
2025-11-01 310.2743669767
2025-12-01 310.7384526410
2026-01-01 310.6219772773
2026-02-01 308.9677513471
2026-03-01 310.2366655033
2026-04-01 311.5870454871
2026-05-01 311.9963054265
2026-06-01 312.9585440867
2026-07-01 314.1985951953
2026-08-01 314.6293355144

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