Table Data - All Employees: Professional and Business Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)

Title All Employees: Professional and Business Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Series ID ALLE942PBSV
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 2026-04-01
Last Updated 2026-05-26 3:09 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 28.4431759119543
1990-02-01 28.1333131771003
1990-03-01 28.2334543542505
1990-04-01 28.3203537304402
1990-05-01 28.3881725357893
1990-06-01 28.8665105746118
1990-07-01 28.0681494121292
1990-08-01 28.2158427376655
1990-09-01 28.1513306254092
1990-10-01 28.3254254031274
1990-11-01 28.6174866351557
1990-12-01 28.3105391358733
1991-01-01 28.1488908608840
1991-02-01 28.4483180541542
1991-03-01 28.3637562361450
1991-04-01 28.0115720940651
1991-05-01 28.0915714793633
1991-06-01 28.3865034482655
1991-07-01 28.0462760469096
1991-08-01 28.1890722063775
1991-09-01 28.3290090077161
1991-10-01 28.1389635437330
1991-11-01 28.0095537278814
1991-12-01 28.3996848831284
1992-01-01 28.3980067423882
1992-02-01 28.4623679196127
1992-03-01 28.7020147250705
1992-04-01 28.7892653978291
1992-05-01 28.6972742949104
1992-06-01 28.3928800040330
1992-07-01 29.0047407099924
1992-08-01 28.6443626017619
1992-09-01 28.7813402917072
1992-10-01 29.1540174770991
1992-11-01 29.1248571673411
1992-12-01 29.2857515622145
1993-01-01 29.7856444580241
1993-02-01 29.8290335963701
1993-03-01 29.7636618012686
1993-04-01 29.9463343985141
1993-05-01 30.2794181987992
1993-06-01 30.2641489217851
1993-07-01 30.6432949761417
1993-08-01 31.0794350466187
1993-09-01 31.0336164188572
1993-10-01 31.1699347632277
1993-11-01 31.7215926814608
1993-12-01 31.1812082535348
1994-01-01 30.1189787574980
1994-02-01 30.8005557059516
1994-03-01 31.5334765732489
1994-04-01 32.0209133189499
1994-05-01 31.9457901245341
1994-06-01 32.1147012512741
1994-07-01 32.3217997255450
1994-08-01 32.1387905163542
1994-09-01 32.3224262622754
1994-10-01 31.7812261598840
1994-11-01 31.7689097053935
1994-12-01 31.8469055734574
1995-01-01 31.5785360032235
1995-02-01 31.0797430120233
1995-03-01 31.8841279219532
1995-04-01 31.6273720621233
1995-05-01 31.3043997974817
1995-06-01 31.4966790359496
1995-07-01 31.3424780324768
1995-08-01 31.4429847331778
1995-09-01 31.6899947599619
1995-10-01 31.5966809568663
1995-11-01 31.6923181189823
1995-12-01 31.9140449149839
1996-01-01 32.0018818257887
1996-02-01 32.1618395389602
1996-03-01 32.0964026686173
1996-04-01 32.2550477594862
1996-05-01 32.4369140443701
1996-06-01 32.4201893347116
1996-07-01 32.6565357260885
1996-08-01 32.8443030761006
1996-09-01 32.7554435985631
1996-10-01 32.8907893117052
1996-11-01 33.1227481664128
1996-12-01 32.9799791081424
1997-01-01 33.4547797771393
1997-02-01 33.0283739674256
1997-03-01 33.3150008952600
1997-04-01 33.1701979634919
1997-05-01 33.2768082750063
1997-06-01 33.4677660965385
1997-07-01 33.2555707982048
1997-08-01 33.4668825149740
1997-09-01 33.2433730427186
1997-10-01 34.4783547064587
1997-11-01 34.6703338247764
1997-12-01 35.0799228591642
1998-01-01 35.0699892421315
1998-02-01 34.8984898817855
1998-03-01 35.4229473407926
1998-04-01 35.6699258862214
1998-05-01 36.4021072225393
1998-06-01 36.3937691139149
1998-07-01 36.6461075284713
1998-08-01 36.7812741308885
1998-09-01 36.5029251050677
1998-10-01 36.4349382245293
1998-11-01 36.4226597321353
1998-12-01 36.3499998113699
1999-01-01 36.1544249834539
1999-02-01 36.7467060194426
1999-03-01 36.3171624708340
1999-04-01 37.5648387402709
1999-05-01 37.2148715191529
1999-06-01 37.2412916557215
1999-07-01 37.3652416988328
1999-08-01 37.1969008151414
1999-09-01 37.1399816876984
1999-10-01 37.2915033122553
1999-11-01 37.3906414154058
1999-12-01 37.1977064619511
2000-01-01 37.0142053874373
2000-02-01 37.0337112288016
2000-03-01 37.2056230387749
2000-04-01 37.3708819379848
2000-05-01 37.0971111513354
2000-06-01 37.3558068168970
2000-07-01 38.1228629731001
2000-08-01 37.4055930503910
2000-09-01 37.6447628844472
2000-10-01 37.4212051059156
2000-11-01 37.4303793894144
2000-12-01 37.4830310666189
2001-01-01 37.8668456077954
2001-02-01 37.8435205631120
2001-03-01 37.8173221128902
2001-04-01 37.6981536515567
2001-05-01 37.6246704976639
2001-06-01 37.6179173385250
2001-07-01 36.9955521042003
2001-08-01 36.6813758156586
2001-09-01 36.7248606883246
2001-10-01 36.7368191662334
2001-11-01 36.6416988264941
2001-12-01 36.7684153052241
2002-01-01 36.9880596671610
2002-02-01 36.9083731548185
2002-03-01 37.2331673095728
2002-04-01 36.9609720188413
2002-05-01 36.5800805043959
2002-06-01 36.8763864248892
2002-07-01 37.2484629968980
2002-08-01 37.5490381502926
2002-09-01 37.4938037523246
2002-10-01 37.6091641813942
2002-11-01 37.5024008448703
2002-12-01 37.6309372199864
2003-01-01 37.5931288904528
2003-02-01 37.6350580200559
2003-03-01 37.7830261520585
2003-04-01 38.0615708379992
2003-05-01 38.5235850627723
2003-06-01 38.7899320140067
2003-07-01 39.1422094147141
2003-08-01 39.8599069060131
2003-09-01 40.6301749664646
2003-10-01 40.3401724638616
2003-11-01 40.7436854293134
2003-12-01 41.1117140468301
2004-01-01 41.1201455962411
2004-02-01 41.0402033631741
2004-03-01 41.1911548399387
2004-04-01 41.2782309384712
2004-05-01 41.1449506498179
2004-06-01 41.1394444015438
2004-07-01 41.1100119536216
2004-08-01 41.0060928261988
2004-09-01 40.9985164971065
2004-10-01 41.4124838436310
2004-11-01 41.2298722242220
2004-12-01 41.0372472800258
2005-01-01 41.0678217406852
2005-02-01 41.6012985918862
2005-03-01 41.2222853610754
2005-04-01 41.5583488130226
2005-05-01 41.5417077173095
2005-06-01 41.7487520199815
2005-07-01 42.1707338739188
2005-08-01 42.0762685636917
2005-09-01 42.2659391841011
2005-10-01 42.4294539856982
2005-11-01 42.7654795711816
2005-12-01 42.5615484481391
2006-01-01 42.5229140875286
2006-02-01 42.8564116380267
2006-03-01 43.1836758704149
2006-04-01 42.9182583175658
2006-05-01 43.1957648817664
2006-06-01 43.3947387817977
2006-07-01 43.6722793885694
2006-08-01 43.8797458950291
2006-09-01 43.9617042022791
2006-10-01 44.0096541187794
2006-11-01 43.6292759650990
2006-12-01 43.4770145854210
2007-01-01 43.8225430322073
2007-02-01 43.8985699736118
2007-03-01 43.9850559544898
2007-04-01 43.9252510915266
2007-05-01 43.8943354031448
2007-06-01 43.9678836402826
2007-07-01 43.7592486150855
2007-08-01 43.0417300494303
2007-09-01 43.4941017797286
2007-10-01 43.7838747220226
2007-11-01 43.4206837275029
2007-12-01 43.2779020000642
2008-01-01 43.2502191089292
2008-02-01 42.7504234357897
2008-03-01 42.7396807862554
2008-04-01 42.8592340468101
2008-05-01 42.8281121839790
2008-06-01 42.3927917232564
2008-07-01 43.1208277896314
2008-08-01 42.7231786002325
2008-09-01 42.4308934094548
2008-10-01 42.2523586462274
2008-11-01 41.6031767350282
2008-12-01 41.8671729638740
2009-01-01 41.4390249082070
2009-02-01 41.1847463576086
2009-03-01 40.7749434373404
2009-04-01 40.2543391383877
2009-05-01 40.3496486996894
2009-06-01 40.7479933589613
2009-07-01 40.5869789049308
2009-08-01 40.9568846358811
2009-09-01 40.9627027965093
2009-10-01 41.0985532336951
2009-11-01 41.5523654565483
2009-12-01 41.5397435467438
2010-01-01 41.9636405554667
2010-02-01 42.1510062619015
2010-03-01 42.4931199245615
2010-04-01 42.7998204257567
2010-05-01 42.8135645744221
2010-06-01 42.8125496737168
2010-07-01 42.7164875151098
2010-08-01 42.3507864857870
2010-09-01 42.6832708919581
2010-10-01 43.8866455257725
2010-11-01 44.4895358657220
2010-12-01 45.8109470961584
2011-01-01 44.8134349302427
2011-02-01 45.2799533391139
2011-03-01 45.6655322331071
2011-04-01 46.1820791581656
2011-05-01 46.4032219840075
2011-06-01 45.8810920354059
2011-07-01 46.1387794484022
2011-08-01 46.3415203320866
2011-09-01 46.6060909997082
2011-10-01 45.9131671530701
2011-11-01 45.4453269327697
2011-12-01 46.3599492478218
2012-01-01 46.0101246142497
2012-02-01 46.3605813394010
2012-03-01 46.4300458373128
2012-04-01 46.3410615146240
2012-05-01 46.2360116313398
2012-06-01 46.4741136087230
2012-07-01 46.1906706045560
2012-08-01 45.9164011777315
2012-09-01 46.3652471341383
2012-10-01 46.3711736088507
2012-11-01 45.8810631976550
2012-12-01 46.0366195291072
2013-01-01 46.7112805552539
2013-02-01 46.6350332724990
2013-03-01 46.8569495908420
2013-04-01 46.8400194271760
2013-05-01 46.7128667932165
2013-06-01 47.4328253062265
2013-07-01 48.3105264090518
2013-08-01 48.5840551115798
2013-09-01 47.9988807770693
2013-10-01 48.1300403063902
2013-11-01 48.4845690844014
2013-12-01 48.4539001133717
2014-01-01 48.6482350169992
2014-02-01 48.3478832477220
2014-03-01 48.3288078291327
2014-04-01 48.8037880572898
2014-05-01 49.0030355631470
2014-06-01 49.0466878156703
2014-07-01 48.6619563671546
2014-08-01 48.8882218346271
2014-09-01 48.9158614200739
2014-10-01 48.9292939314172
2014-11-01 49.3655754998021
2014-12-01 49.5211413614704
2015-01-01 49.1055255532193
2015-02-01 48.9224735068399
2015-03-01 48.9905069297333
2015-04-01 48.2878236844665
2015-05-01 48.3280988804808
2015-06-01 48.1890777844215
2015-07-01 48.3088983383502
2015-08-01 48.6084135149434
2015-09-01 48.5948343631903
2015-10-01 49.8707778675228
2015-11-01 50.6923611032472
2015-12-01 51.0780298031538
2016-01-01 49.4101840700902
2016-02-01 48.9733217533342
2016-03-01 49.2605964127982
2016-04-01 49.7582635218416
2016-05-01 49.3963595461779
2016-06-01 49.5431206564781
2016-07-01 50.0271624896388
2016-08-01 49.9908857658175
2016-09-01 50.4644252082244
2016-10-01 50.9732364283818
2016-11-01 50.2276364024350
2016-12-01 50.3983594897728
2017-01-01 49.9552490931064
2017-02-01 49.8305109514974
2017-03-01 49.9034920124079
2017-04-01 49.8427870760352
2017-05-01 50.1230646302928
2017-06-01 50.1903802683131
2017-07-01 49.5066422028668
2017-08-01 49.3941610474561
2017-09-01 49.3360735157899
2017-10-01 48.3464157346981
2017-11-01 47.4989948474139
2017-12-01 47.9895460445741
2018-01-01 48.9888907937792
2018-02-01 49.0511098398879
2018-03-01 48.7987660428529
2018-04-01 48.9112581334922
2018-05-01 48.7474818143589
2018-06-01 48.8726346148264
2018-07-01 48.4699802753348
2018-08-01 48.2707017817436
2018-09-01 48.4741321187335
2018-10-01 48.3965646220412
2018-11-01 48.3698644589549
2018-12-01 48.2798470924913
2019-01-01 48.7254475720701
2019-02-01 48.8684009493501
2019-03-01 48.9906278189457
2019-04-01 48.8426439914019
2019-05-01 49.0095089102833
2019-06-01 48.7954251706957
2019-07-01 49.2838895993861
2019-08-01 49.3720470421770
2019-09-01 49.1015831856656
2019-10-01 49.2090098157872
2019-11-01 49.5495181315036
2019-12-01 49.1918212477705
2020-01-01 49.1776606550155
2020-02-01 49.0121475535660
2020-03-01 49.2093072194686
2020-04-01 43.6268332988766
2020-05-01 45.2141573671667
2020-06-01 46.1632357450672
2020-07-01 46.3430857531148
2020-08-01 45.4747659811828
2020-09-01 45.7492545635649
2020-10-01 47.2229242490622
2020-11-01 47.7281128047154
2020-12-01 48.7576722313349
2021-01-01 48.4071278707642
2021-02-01 48.9673403087930
2021-03-01 49.1451389068676
2021-04-01 49.0716630582059
2021-05-01 49.1307934233327
2021-06-01 49.4170320922646
2021-07-01 49.6092935626423
2021-08-01 49.6959331472491
2021-09-01 49.7334938126546
2021-10-01 50.6792097994968
2021-11-01 50.7208748564284
2021-12-01 51.2483112105205
2022-01-01 51.1909503780201
2022-02-01 51.7882331043136
2022-03-01 52.1516683751100
2022-04-01 51.7001533135112
2022-05-01 51.3415421165752
2022-06-01 51.2959841484884
2022-07-01 51.5895575346395
2022-08-01 51.8283905278140
2022-09-01 52.0953203917652
2022-10-01 51.6864224677318
2022-11-01 51.5039752677459
2022-12-01 51.0642130724170
2023-01-01 51.0329495866902
2023-02-01 50.4516078300433
2023-03-01 50.7423887381751
2023-04-01 50.8184617063519
2023-05-01 50.5238171210749
2023-06-01 50.4236011858567
2023-07-01 49.7984516267727
2023-08-01 50.3630811747347
2023-09-01 50.8280524094420
2023-10-01 50.2307124706664
2023-11-01 50.2815022737716
2023-12-01 50.1026665555578
2024-01-01 51.4810812910977
2024-02-01 51.7137730000229
2024-03-01 51.9215203033005
2024-04-01 51.8457428294856
2024-05-01 52.2845553279206
2024-06-01 52.2260244474245
2024-07-01 52.2724616847798
2024-08-01 52.2869766745874
2024-09-01 52.3807796487534
2024-10-01 52.4309413406942
2024-11-01 52.8629467256320
2024-12-01 52.9660080784463
2025-01-01 53.2510195548365
2025-02-01 53.6052925384367
2025-03-01 53.5613102189158
2025-04-01 53.7036332102418
2025-05-01 53.8136727415353
2025-06-01 54.2303702733882
2025-07-01 54.2488599123201
2025-08-01 54.2024466765970
2025-09-01 54.5514674667737
2025-10-01 54.6326284499842
2025-11-01 54.1933836681679
2025-12-01 54.4452846604701
2026-01-01 54.0965044482290
2026-02-01 53.3526172147344
2026-03-01 54.3990216163563
2026-04-01 54.7805167654812

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