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

Title All Employees: Education and Health Services: Health Care and Social Assistance in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Series ID SMU42109006562000001SA
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 2025-12-01
Last Updated 2026-01-28 2:15 AM CST
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 28.6620379993647
1990-02-01 28.7245107197826
1990-03-01 28.8682102085973
1990-04-01 28.8752641921999
1990-05-01 29.0514739302290
1990-06-01 29.2851406972278
1990-07-01 29.5293196871403
1990-08-01 29.6298149141808
1990-09-01 29.7730763614667
1990-10-01 29.8791562766730
1990-11-01 30.0524307843706
1990-12-01 30.2609880213030
1991-01-01 30.8678157768644
1991-02-01 30.9303643553267
1991-03-01 30.8782858191904
1991-04-01 31.3818758775734
1991-05-01 31.5576733151097
1991-06-01 31.8818909696736
1991-07-01 31.9099172990802
1991-08-01 32.1254238017768
1991-09-01 32.1639477230117
1991-10-01 32.1790803529675
1991-11-01 32.2489959557631
1991-12-01 32.3548381890811
1992-01-01 32.2675740632874
1992-02-01 32.3184715097531
1992-03-01 32.1815253216578
1992-04-01 32.5911583280687
1992-05-01 32.8722306563879
1992-06-01 32.6017968739134
1992-07-01 32.8204757883175
1992-08-01 32.9309225383756
1992-09-01 33.0568669247128
1992-10-01 33.5759573919222
1992-11-01 33.4287463103426
1992-12-01 33.4345057947918
1993-01-01 34.2848475670462
1993-02-01 34.1923566469536
1993-03-01 34.2728098829236
1993-04-01 34.3084612200564
1993-05-01 34.5036207343192
1993-06-01 34.4385289658632
1993-07-01 34.1111140084124
1993-08-01 34.2420964126722
1993-09-01 34.2431580742407
1993-10-01 34.3727543355627
1993-11-01 34.3058405874912
1993-12-01 34.4309097378698
1994-01-01 34.4867629003915
1994-02-01 34.5436035989660
1994-03-01 34.4438394928653
1994-04-01 34.7422807460864
1994-05-01 34.7259469208557
1994-06-01 34.7670691243611
1994-07-01 35.1125716322342
1994-08-01 35.0508563646113
1994-09-01 35.3429864857746
1994-10-01 35.0610527240091
1994-11-01 35.1971298129086
1994-12-01 35.2442651199282
1995-01-01 35.1990268488211
1995-02-01 35.1881804188787
1995-03-01 35.4210891922845
1995-04-01 35.1542446657128
1995-05-01 35.1366152396389
1995-06-01 35.2819535256948
1995-07-01 35.1053451932897
1995-08-01 35.3610803506754
1995-09-01 35.9616965693885
1995-10-01 35.4628356542921
1995-11-01 35.6002802149162
1995-12-01 35.5777271904389
1996-01-01 35.4023344855754
1996-02-01 35.6480575899981
1996-03-01 35.7006348976550
1996-04-01 35.5553244064031
1996-05-01 35.5222278172825
1996-06-01 35.5448441828395
1996-07-01 36.0158165362767
1996-08-01 35.9594425545821
1996-09-01 36.3086290064208
1996-10-01 36.2629694183234
1996-11-01 36.3123352731697
1996-12-01 36.4083061724430
1997-01-01 36.7105591916851
1997-02-01 36.7471537728713
1997-03-01 36.7042711199352
1997-04-01 36.5306780487883
1997-05-01 36.7846343621111
1997-06-01 36.8894372013267
1997-07-01 37.1182301971364
1997-08-01 37.2595956213187
1997-09-01 37.2507703576853
1997-10-01 37.4851624707681
1997-11-01 37.4104367945029
1997-12-01 37.5380957143924
1998-01-01 37.7923256978088
1998-02-01 38.1815538633922
1998-03-01 38.2282395060880
1998-04-01 38.7267468184979
1998-05-01 38.9407061481039
1998-06-01 38.5136933817427
1998-07-01 38.3283461080504
1998-08-01 38.3528208769741
1998-09-01 38.1754384415071
1998-10-01 38.1085247734901
1998-11-01 38.5981440665588
1998-12-01 39.1450824300864
1999-01-01 38.7696886701954
1999-02-01 38.9386505912181
1999-03-01 39.0793999349214
1999-04-01 38.2139620732083
1999-05-01 38.3063352588841
1999-06-01 38.4797946342625
1999-07-01 38.3268016812395
1999-08-01 39.0476914928015
1999-09-01 38.5788488386669
1999-10-01 38.9391364407777
1999-11-01 38.9590545913848
1999-12-01 39.2155583123676
2000-01-01 39.4443505513352
2000-02-01 39.3038374558598
2000-03-01 39.3178050036858
2000-04-01 40.0444579011917
2000-05-01 40.4035743165766
2000-06-01 40.8475607104658
2000-07-01 40.6144562079071
2000-08-01 40.7290535510787
2000-09-01 40.8686611453075
2000-10-01 40.5437440562753
2000-11-01 40.9173989078841
2000-12-01 40.7643819230623
2001-01-01 41.0317004186432
2001-02-01 41.1775214682681
2001-03-01 41.1525057916168
2001-04-01 41.1847654755029
2001-05-01 41.2152658554548
2001-06-01 41.5640971986276
2001-07-01 41.8974655390527
2001-08-01 42.5133540274185
2001-09-01 42.3453228546584
2001-10-01 42.1349225181075
2001-11-01 42.2842453209330
2001-12-01 42.8198413635453
2002-01-01 42.2174036694828
2002-02-01 42.4152739667845
2002-03-01 42.4745409465420
2002-04-01 42.3330093808104
2002-05-01 42.7378943956359
2002-06-01 42.7888656219488
2002-07-01 43.1857129644309
2002-08-01 43.1946256735975
2002-09-01 43.3248646053768
2002-10-01 43.9085197032935
2002-11-01 44.0816397636278
2002-12-01 44.2821737588547
2003-01-01 44.4247540319206
2003-02-01 44.4367020482699
2003-03-01 44.6926121759538
2003-04-01 44.7558683269477
2003-05-01 44.9466390465350
2003-06-01 45.0038254735168
2003-07-01 45.0751623832629
2003-08-01 45.3768266258296
2003-09-01 45.5383437245967
2003-10-01 45.7747829521750
2003-11-01 45.8956721619319
2003-12-01 46.1597549593753
2004-01-01 46.2385630739705
2004-02-01 46.3384748524459
2004-03-01 46.5011535800848
2004-04-01 46.6522241002196
2004-05-01 46.7417514198126
2004-06-01 46.9044959674713
2004-07-01 46.8842574837079
2004-08-01 46.9632710845536
2004-09-01 47.0572903539446
2004-10-01 47.1477279362908
2004-11-01 47.1272233971869
2004-12-01 47.2522908048850
2005-01-01 47.4511118477785
2005-02-01 47.6371724367856
2005-03-01 47.7008191507986
2005-04-01 47.9270764882202
2005-05-01 48.1233513997561
2005-06-01 48.2957625863607
2005-07-01 48.6966825912293
2005-08-01 48.6555031492455
2005-09-01 48.8778062939481
2005-10-01 48.7460283769642
2005-11-01 48.7451488776422
2005-12-01 49.0615968361824
2006-01-01 49.1561830367873
2006-02-01 49.3234142884625
2006-03-01 49.5125018913520
2006-04-01 49.4980687608512
2006-05-01 49.5082116761902
2006-06-01 49.5978167524782
2006-07-01 49.7104792418205
2006-08-01 49.7481416842817
2006-09-01 50.0881703874045
2006-10-01 50.1624671776433
2006-11-01 50.2498621106614
2006-12-01 50.2616389228385
2007-01-01 50.5630830371896
2007-02-01 50.7109562563128
2007-03-01 50.8137605629176
2007-04-01 51.0743160229307
2007-05-01 51.2939425349785
2007-06-01 51.5116580354708
2007-07-01 51.7129297022653
2007-08-01 51.9484995736952
2007-09-01 52.1126787755154
2007-10-01 52.2682899056506
2007-11-01 52.3339534347412
2007-12-01 52.3425971925670
2008-01-01 52.3647675156371
2008-02-01 52.7126265394746
2008-03-01 52.9278894788229
2008-04-01 52.9611816072604
2008-05-01 53.0690288457063
2008-06-01 53.2363844612270
2008-07-01 53.2261136142960
2008-08-01 53.3594691578980
2008-09-01 53.3325043514980
2008-10-01 53.3707676554587
2008-11-01 53.6086633003685
2008-12-01 53.7107104238353
2009-01-01 53.8662942475165
2009-02-01 53.9243588694164
2009-03-01 53.8262118691107
2009-04-01 54.0555358503988
2009-05-01 54.0510975161280
2009-06-01 54.0482843395522
2009-07-01 54.2505992855522
2009-08-01 54.2827603091209
2009-09-01 54.1428173710133
2009-10-01 54.4700128430420
2009-11-01 54.4846125985614
2009-12-01 54.6676323963459
2010-01-01 54.7784763523118
2010-02-01 54.8328352621713
2010-03-01 54.9398405245096
2010-04-01 54.9548684170711
2010-05-01 55.0311612096867
2010-06-01 55.0383006217834
2010-07-01 54.9755700510908
2010-08-01 55.5062908515134
2010-09-01 55.4405039967960
2010-10-01 55.5773163157571
2010-11-01 55.6642493123212
2010-12-01 55.8278370323593
2011-01-01 55.6030045842908
2011-02-01 55.6491424399945
2011-03-01 55.7430130819954
2011-04-01 55.8566987106366
2011-05-01 56.1115288255253
2011-06-01 56.1052284227631
2011-07-01 56.2981491116692
2011-08-01 56.3322203387603
2011-09-01 56.5358613717245
2011-10-01 56.7786539110160
2011-11-01 57.0514659918027
2011-12-01 57.0909208978167
2012-01-01 57.6495332854779
2012-02-01 57.6794255472711
2012-03-01 57.9598407953807
2012-04-01 58.0561563005328
2012-05-01 58.0757784210746
2012-06-01 58.3502355980567
2012-07-01 58.4069464389262
2012-08-01 58.5557194687207
2012-09-01 58.7346396701537
2012-10-01 58.7864029611536
2012-11-01 58.5560626443666
2012-12-01 58.9747621087621
2013-01-01 58.8850158509392
2013-02-01 59.2096296628970
2013-03-01 59.1507785316433
2013-04-01 59.2406670911237
2013-05-01 59.3454450241342
2013-06-01 59.5984521393171
2013-07-01 59.5083798049163
2013-08-01 59.6850071404923
2013-09-01 59.7332344715936
2013-10-01 59.6057777876370
2013-11-01 59.8836340710124
2013-12-01 59.7763689582265
2014-01-01 59.8022110331597
2014-02-01 59.5124009998952
2014-03-01 59.7318358555254
2014-04-01 59.8139905147793
2014-05-01 59.9230982114780
2014-06-01 59.8668766413065
2014-07-01 59.9078219041889
2014-08-01 60.0158342258681
2014-09-01 60.0302964416879
2014-10-01 60.4359993049426
2014-11-01 60.4236246135883
2014-12-01 60.5057690183141
2015-01-01 60.3726451681557
2015-02-01 60.3998890248362
2015-03-01 60.4003331342861
2015-04-01 60.8866548949592
2015-05-01 61.1166143043498
2015-06-01 61.1611325207250
2015-07-01 61.3151407893953
2015-08-01 61.3342892021930
2015-09-01 61.4325038606079
2015-10-01 61.5473352183339
2015-11-01 61.5616957259614
2015-12-01 61.7347268452356
2016-01-01 61.7371472844847
2016-02-01 61.8689732191934
2016-03-01 62.0657071367415
2016-04-01 62.0819113863386
2016-05-01 62.0287404767237
2016-06-01 61.9806025899478
2016-07-01 62.0424636212469
2016-08-01 61.7370069749773
2016-09-01 61.8263704547624
2016-10-01 61.5384666846321
2016-11-01 61.6833892392486
2016-12-01 61.4734412839199
2017-01-01 61.9791632270124
2017-02-01 62.2123382176195
2017-03-01 62.0362691116441
2017-04-01 62.0960980901427
2017-05-01 62.1895979606342
2017-06-01 62.4227889278583
2017-07-01 62.5771718016942
2017-08-01 62.8170926884566
2017-09-01 63.1032406166471
2017-10-01 63.2905822441754
2017-11-01 63.5894782229952
2017-12-01 63.7033092254893
2018-01-01 64.2487560937602
2018-02-01 64.6663988556654
2018-03-01 64.5225270604629
2018-04-01 64.8229030255547
2018-05-01 64.9731787339247
2018-06-01 65.0515812060298
2018-07-01 65.1106528863755
2018-08-01 65.3894286124927
2018-09-01 65.4805945862367
2018-10-01 65.6105919470100
2018-11-01 65.6730589086391
2018-12-01 65.9328198234359
2019-01-01 65.8239638979957
2019-02-01 66.2372110044521
2019-03-01 66.4299413875638
2019-04-01 66.3335642910797
2019-05-01 66.6640064267852
2019-06-01 66.5898054000638
2019-07-01 66.4309307615509
2019-08-01 66.5693207544643
2019-09-01 66.4779651506806
2019-10-01 66.5009920672102
2019-11-01 66.7619173171553
2019-12-01 66.8394670876035
2020-01-01 67.0275164717809
2020-02-01 67.3298687301699
2020-03-01 66.9327569630781
2020-04-01 56.9136095744757
2020-05-01 58.9135666984994
2020-06-01 61.1301896503555
2020-07-01 62.4457001701412
2020-08-01 63.2871828367623
2020-09-01 63.6977462754150
2020-10-01 64.0174654973435
2020-11-01 64.1633222989856
2020-12-01 64.1239679030602
2021-01-01 64.4232873840598
2021-02-01 64.6217862589277
2021-03-01 65.0291977501944
2021-04-01 65.3304007323614
2021-05-01 65.0631695600372
2021-06-01 65.0069581730376
2021-07-01 65.3364719341237
2021-08-01 64.8159726503824
2021-09-01 64.9386694730713
2021-10-01 65.0595061851471
2021-11-01 65.3687634889234
2021-12-01 65.1954599678405
2022-01-01 64.9199422958258
2022-02-01 65.5303318576772
2022-03-01 65.9161852928823
2022-04-01 66.4368812788671
2022-05-01 66.6791824853442
2022-06-01 66.9635855040361
2022-07-01 67.4258639582489
2022-08-01 67.7601504326909
2022-09-01 68.0967636474862
2022-10-01 68.7397260263028
2022-11-01 69.0668321589633
2022-12-01 69.7471512675368
2023-01-01 70.3105465141354
2023-02-01 70.7531178639312
2023-03-01 70.9162071344398
2023-04-01 71.2602141698758
2023-05-01 71.5763991983950
2023-06-01 72.1085565418622
2023-07-01 72.3127947865495
2023-08-01 72.7859725462041
2023-09-01 73.2647031618044
2023-10-01 73.7567786724000
2023-11-01 73.9556392964284
2023-12-01 74.4892628748852
2024-01-01 74.7015039401718
2024-02-01 74.7552780025507
2024-03-01 75.7149399496338
2024-04-01 75.9036660299741
2024-05-01 76.6656238425847
2024-06-01 76.8509887501703
2024-07-01 77.1103747385377
2024-08-01 77.3971553479345
2024-09-01 77.7151087440074
2024-10-01 78.1032538587828
2024-11-01 78.6316591187337
2024-12-01 78.6300802685039
2025-01-01 79.2943973977013
2025-02-01 79.5586972617481
2025-03-01 79.8221191370144
2025-04-01 80.0562938714318
2025-05-01 80.3548295925257
2025-06-01 80.9182270542262
2025-07-01 81.3033523638745
2025-08-01 82.1848872997551
2025-09-01 81.5412697462058
2025-10-01 81.9462887600851
2025-11-01 82.3978234156797
2025-12-01 82.6982930289314

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