Table Data - All Employees: Education and Health Services: Hospitals in Allentown-Bethlehem-Easton, PA-NJ (MSA)

Title All Employees: Education and Health Services: Hospitals in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Series ID SMU42109006562200001SA
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 2026-05-01
Last Updated 2026-06-24 10:02 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 14.1579290471119
1990-02-01 14.1673188062755
1990-03-01 14.1442322118848
1990-04-01 14.2179628915042
1990-05-01 14.2623116961163
1990-06-01 14.2454914248110
1990-07-01 14.2763816986519
1990-08-01 14.3161748211088
1990-09-01 14.3599430566884
1990-10-01 14.3913474483237
1990-11-01 14.4061706915459
1990-12-01 14.4599087192170
1991-01-01 14.3544056408007
1991-02-01 14.4625282525325
1991-03-01 14.4358395968170
1991-04-01 14.9226951451435
1991-05-01 14.9760445371916
1991-06-01 14.9423607861984
1991-07-01 14.9735005049092
1991-08-01 14.9208081377199
1991-09-01 14.8638983164724
1991-10-01 14.7986255608953
1991-11-01 14.8095869229995
1991-12-01 14.5691396679233
1992-01-01 14.4470212434826
1992-02-01 14.3480967298848
1992-03-01 14.2117728767741
1992-04-01 14.3065233186048
1992-05-01 14.2709758895411
1992-06-01 14.2349056752742
1992-07-01 13.7867862053361
1992-08-01 13.8426018786752
1992-09-01 13.8709643719173
1992-10-01 14.1234573930203
1992-11-01 14.0190937465881
1992-12-01 14.0894600742710
1993-01-01 14.4403101431249
1993-02-01 14.0314008264046
1993-03-01 14.2841950199831
1993-04-01 14.0892144218708
1993-05-01 14.0622892041938
1993-06-01 14.1265205904784
1993-07-01 13.9880350885389
1993-08-01 13.9613974570885
1993-09-01 13.8826812166227
1993-10-01 13.8502971755037
1993-11-01 13.8271454008801
1993-12-01 13.8140488274877
1994-01-01 14.0303953670059
1994-02-01 13.9139579147377
1994-03-01 13.8534448009605
1994-04-01 13.8717578073767
1994-05-01 13.7461516674008
1994-06-01 13.6161280300881
1994-07-01 13.7890378487871
1994-08-01 13.7786072065338
1994-09-01 13.7991257928226
1994-10-01 13.7760118894795
1994-11-01 13.7372969027818
1994-12-01 13.7419315797330
1995-01-01 13.7260730197466
1995-02-01 13.6970320289028
1995-03-01 13.6285760120779
1995-04-01 13.4490821240883
1995-05-01 13.4229150083241
1995-06-01 13.3118960072732
1995-07-01 13.1868791196805
1995-08-01 13.2884429817037
1995-09-01 13.4156408127121
1995-10-01 13.2961298571052
1995-11-01 13.3575361997331
1995-12-01 13.2703145277337
1996-01-01 13.1218272986460
1996-02-01 13.0819170379096
1996-03-01 13.1103026154831
1996-04-01 13.3383964581899
1996-05-01 13.2994128461078
1996-06-01 13.3124928641243
1996-07-01 13.0825315026210
1996-08-01 13.1887507819876
1996-09-01 13.1186098183663
1996-10-01 13.2105125908466
1996-11-01 13.2777295963242
1996-12-01 13.2928247405720
1997-01-01 13.4194438272356
1997-02-01 13.4815527842696
1997-03-01 13.4995217484480
1997-04-01 13.5290943110071
1997-05-01 13.4807252597198
1997-06-01 13.5080762461367
1997-07-01 13.5748621038625
1997-08-01 13.5794330892291
1997-09-01 13.5184659508774
1997-10-01 13.6186348711300
1997-11-01 13.5947683766205
1997-12-01 13.6153406111277
1998-01-01 13.6104556265812
1998-02-01 13.8898852237128
1998-03-01 13.7039826738584
1998-04-01 13.6218316520386
1998-05-01 13.7736199698466
1998-06-01 13.4947620499385
1998-07-01 13.5768375357228
1998-08-01 13.4643498104797
1998-09-01 13.4088318475090
1998-10-01 13.3208455734154
1998-11-01 13.2044330304879
1998-12-01 13.2272587473352
1999-01-01 13.2083298245260
1999-02-01 13.2077058101799
1999-03-01 13.1222110325176
1999-04-01 13.0144097146624
1999-05-01 12.9670184731736
1999-06-01 12.8770039843872
1999-07-01 12.7827140550791
1999-08-01 12.8553053932030
1999-09-01 12.8976579022094
1999-10-01 12.8162533415686
1999-11-01 12.8055712433003
1999-12-01 12.8258349701382
2000-01-01 12.9135014452626
2000-02-01 12.8255452207011
2000-03-01 12.7457897835351
2000-04-01 13.0215805300553
2000-05-01 12.9646694156373
2000-06-01 13.0563689894877
2000-07-01 13.0822736087908
2000-08-01 13.1472008809917
2000-09-01 13.1833980332613
2000-10-01 13.2098213760563
2000-11-01 13.2997073280137
2000-12-01 13.2111489195255
2001-01-01 13.3275958868717
2001-02-01 13.3524386205952
2001-03-01 13.3683883135315
2001-04-01 13.5346876888391
2001-05-01 13.4629684157258
2001-06-01 13.7296557122083
2001-07-01 13.7762194075762
2001-08-01 13.8403996026627
2001-09-01 13.8818536234407
2001-10-01 13.8998719232215
2001-11-01 13.9895705264002
2001-12-01 14.0938107875108
2002-01-01 14.1422266676033
2002-02-01 14.2737319289965
2002-03-01 14.3945818980406
2002-04-01 14.3495774887315
2002-05-01 14.4624696954042
2002-06-01 14.5058585924141
2002-07-01 14.5677860139321
2002-08-01 14.5356291873876
2002-09-01 14.4881803449846
2002-10-01 14.6863966704398
2002-11-01 14.7892820194798
2002-12-01 14.7755828340980
2003-01-01 14.6528569258886
2003-02-01 14.6826435929910
2003-03-01 14.7131094459726
2003-04-01 14.7565128777685
2003-05-01 14.8559742219296
2003-06-01 14.8982439540010
2003-07-01 14.9616649103136
2003-08-01 15.0359596467743
2003-09-01 15.0976756850506
2003-10-01 15.1727228666038
2003-11-01 15.1967589416731
2003-12-01 15.2633909810816
2004-01-01 15.2569063109533
2004-02-01 15.1791384451715
2004-03-01 15.3282279514213
2004-04-01 15.3573578392126
2004-05-01 15.3497550573966
2004-06-01 15.4032544712007
2004-07-01 15.3651726589207
2004-08-01 15.4322795890584
2004-09-01 15.3989870260245
2004-10-01 15.3625245511039
2004-11-01 15.5113577783494
2004-12-01 15.5618075518799
2005-01-01 15.6512451446909
2005-02-01 15.6746895071031
2005-03-01 15.6372271430848
2005-04-01 15.7428899595923
2005-05-01 15.8463017346310
2005-06-01 15.9160302168833
2005-07-01 15.9726980872819
2005-08-01 15.9219102251488
2005-09-01 16.0000395152086
2005-10-01 16.0591905438277
2005-11-01 16.0180506187466
2005-12-01 15.9712658348741
2006-01-01 16.1413864873948
2006-02-01 16.1714261377303
2006-03-01 16.1456351525378
2006-04-01 16.2210042891673
2006-05-01 16.2442132607808
2006-06-01 16.2319255732479
2006-07-01 16.2820075402450
2006-08-01 16.3119303289303
2006-09-01 16.4005026635847
2006-10-01 16.5598529287798
2006-11-01 16.5216211799406
2006-12-01 16.5841136819017
2007-01-01 16.6346729410618
2007-02-01 16.7700523395869
2007-03-01 16.8492051847667
2007-04-01 16.8975976284671
2007-05-01 16.9406906679905
2007-06-01 17.0431586169949
2007-07-01 17.1884898643155
2007-08-01 17.4038143497138
2007-09-01 17.5071131290315
2007-10-01 17.5619678240018
2007-11-01 17.6146762641367
2007-12-01 17.6894421834368
2008-01-01 17.7348088757540
2008-02-01 17.7785361314582
2008-03-01 17.8523675228419
2008-04-01 17.7747594339456
2008-05-01 17.9341382589438
2008-06-01 18.0511320126094
2008-07-01 17.7948102814141
2008-08-01 17.9085538373754
2008-09-01 17.8175394021495
2008-10-01 17.7633384356615
2008-11-01 17.8014265421781
2008-12-01 17.7882422008830
2009-01-01 17.8357559900603
2009-02-01 17.7870503775683
2009-03-01 17.6537711195009
2009-04-01 17.8537892865913
2009-05-01 17.8233373614899
2009-06-01 17.8487177725214
2009-07-01 17.9065436068249
2009-08-01 17.9252779160184
2009-09-01 17.9282279376756
2009-10-01 17.9652082692303
2009-11-01 17.9852934870773
2009-12-01 17.9772349705199
2010-01-01 18.0392437198665
2010-02-01 18.0993007466152
2010-03-01 18.1623064193491
2010-04-01 18.0443351125728
2010-05-01 18.0103092239490
2010-06-01 18.0342754334063
2010-07-01 18.0156822503692
2010-08-01 18.0481257452706
2010-09-01 18.0333713135728
2010-10-01 18.0665996952956
2010-11-01 18.0743257139961
2010-12-01 18.0629628090937
2011-01-01 18.0451703015263
2011-02-01 18.0061649386856
2011-03-01 18.0683195547781
2011-04-01 18.1427363907374
2011-05-01 18.1969486085684
2011-06-01 18.1142821380237
2011-07-01 18.2264049317361
2011-08-01 18.1678050826021
2011-09-01 18.2370046492300
2011-10-01 18.3671498520223
2011-11-01 18.4706009034401
2011-12-01 18.5429301641293
2012-01-01 18.6523782675258
2012-02-01 18.7197615798197
2012-03-01 18.7785477332980
2012-04-01 18.8457954519966
2012-05-01 18.8813165784571
2012-06-01 19.0888703858647
2012-07-01 19.0326695482996
2012-08-01 19.0786979305757
2012-09-01 19.2415197266981
2012-10-01 19.2740954372731
2012-11-01 19.2739973258162
2012-12-01 19.3280985439932
2013-01-01 19.2521854045171
2013-02-01 19.3268142376472
2013-03-01 19.2798788172749
2013-04-01 19.2512548498563
2013-05-01 19.3734417432613
2013-06-01 19.4674460259863
2013-07-01 19.3374557341429
2013-08-01 19.3806129261421
2013-09-01 19.3470990181310
2013-10-01 19.1865607232738
2013-11-01 19.1861591311052
2013-12-01 19.1288647265486
2014-01-01 19.0417676371323
2014-02-01 19.0158117773278
2014-03-01 19.0769283024301
2014-04-01 19.1508537943997
2014-05-01 18.9765435018115
2014-06-01 18.8612778739322
2014-07-01 18.9412259711292
2014-08-01 18.9702250335244
2014-09-01 18.9494102819967
2014-10-01 19.1078583973543
2014-11-01 19.0985551642910
2014-12-01 19.2439353115051
2015-01-01 19.2296684248056
2015-02-01 19.1936659833919
2015-03-01 19.2643051634041
2015-04-01 19.4495574970425
2015-05-01 19.5899680087761
2015-06-01 19.6591192958617
2015-07-01 19.6388248616849
2015-08-01 19.6535241903458
2015-09-01 19.7550280284269
2015-10-01 19.8212810456753
2015-11-01 19.9068444204096
2015-12-01 19.9627848344694
2016-01-01 20.0243727095894
2016-02-01 19.9714988786374
2016-03-01 19.9537882881800
2016-04-01 19.8509031978715
2016-05-01 19.8059839932269
2016-06-01 19.7655102596045
2016-07-01 19.7352495691821
2016-08-01 19.6387806161410
2016-09-01 19.5498584650125
2016-10-01 19.5254873969831
2016-11-01 19.5127381211285
2016-12-01 19.4877451137847
2017-01-01 19.6227366474442
2017-02-01 19.7446615584101
2017-03-01 19.7431775321331
2017-04-01 19.8646731250630
2017-05-01 19.8268441491300
2017-06-01 19.9672336794999
2017-07-01 20.1218134051466
2017-08-01 20.3239639108016
2017-09-01 20.4401161019647
2017-10-01 20.3101464157164
2017-11-01 20.4250946505003
2017-12-01 20.3116234737460
2018-01-01 20.5328413847101
2018-02-01 20.6285589004870
2018-03-01 20.6441743693137
2018-04-01 20.7861812878440
2018-05-01 20.6510899936412
2018-06-01 20.5585997055353
2018-07-01 20.4995122394253
2018-08-01 20.6097558510336
2018-09-01 20.7229518180182
2018-10-01 20.7887360911095
2018-11-01 20.9385883957711
2018-12-01 20.9307358368636
2019-01-01 20.8457437266759
2019-02-01 20.9295850221569
2019-03-01 21.0458655767016
2019-04-01 21.0055488178431
2019-05-01 21.0725982970010
2019-06-01 21.0492251129466
2019-07-01 20.9637105790074
2019-08-01 21.0052888143986
2019-09-01 21.0186172538428
2019-10-01 21.0489768464145
2019-11-01 21.0573671072919
2019-12-01 21.1355393740982
2020-01-01 21.2549586260481
2020-02-01 21.3462702025910
2020-03-01 21.2534749460513
2020-04-01 19.6115957982416
2020-05-01 19.8865874161507
2020-06-01 20.1412784350832
2020-07-01 20.3392032596975
2020-08-01 20.5100866293243
2020-09-01 20.6241190986575
2020-10-01 20.7106323054990
2020-11-01 20.6698600700245
2020-12-01 20.7315901052075
2021-01-01 20.9539242022661
2021-02-01 21.0649485972387
2021-03-01 21.1657248238393
2021-04-01 21.5347566286950
2021-05-01 21.2037523605584
2021-06-01 21.2236039337144
2021-07-01 21.3090993435096
2021-08-01 21.2095055659985
2021-09-01 21.2347294353293
2021-10-01 21.1718206684444
2021-11-01 21.2856877648606
2021-12-01 21.2255599120645
2022-01-01 21.2495151502731
2022-02-01 21.2806910301327
2022-03-01 21.4764696298406
2022-04-01 21.7420658482216
2022-05-01 21.6145058613174
2022-06-01 21.7170116038101
2022-07-01 21.9001472570576
2022-08-01 21.9015117404904
2022-09-01 22.0430944698809
2022-10-01 22.4481428272424
2022-11-01 22.3832158146351
2022-12-01 22.7172849921539
2023-01-01 22.8494105087102
2023-02-01 22.9032782706703
2023-03-01 22.8884152675891
2023-04-01 22.9524704854398
2023-05-01 23.0197802027970
2023-06-01 23.3111646988253
2023-07-01 23.2983486591472
2023-08-01 23.4894709302450
2023-09-01 23.5474515169238
2023-10-01 23.9300294236268
2023-11-01 23.8766756453940
2023-12-01 23.9039517535473
2024-01-01 23.9495571942426
2024-02-01 23.9203041166129
2024-03-01 24.1979439719441
2024-04-01 24.3670248559143
2024-05-01 24.5233667439427
2024-06-01 24.4040393578634
2024-07-01 24.5126515086607
2024-08-01 24.5744421190321
2024-09-01 24.6466756637953
2024-10-01 24.5286630137130
2024-11-01 24.4557368148944
2024-12-01 24.4959580867436
2025-01-01 24.5520023625016
2025-02-01 24.6344307309727
2025-03-01 24.7082005774174
2025-04-01 24.6735875633691
2025-05-01 24.8138092151928
2025-06-01 24.9041979231557
2025-07-01 24.9285061173095
2025-08-01 25.0620195488895
2025-09-01 25.1372416066309
2025-10-01 25.1288896216633
2025-11-01 25.4481037686722
2025-12-01 25.4944802592784
2026-01-01 25.5544335051462
2026-02-01 25.5448773452397
2026-03-01 25.6160741889606
2026-04-01 25.6830600465583
2026-05-01 25.7117870761533

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