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 2026-05-01
Last Updated 2026-06-24 10:04 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 28.6606112521117
1990-02-01 28.7238249291429
1990-03-01 28.8677513497837
1990-04-01 28.8748839732346
1990-05-01 29.0512776643950
1990-06-01 29.2850512059926
1990-07-01 29.5293192629595
1990-08-01 29.6300845957170
1990-09-01 29.7735212061044
1990-10-01 29.8798366014361
1990-11-01 30.0532922036991
1990-12-01 30.2621218592227
1991-01-01 30.8662736549934
1991-02-01 30.9295978856247
1991-03-01 30.8777822182168
1991-04-01 31.3814648255131
1991-05-01 31.5574608834478
1991-06-01 31.8818129842281
1991-07-01 31.9099207022120
1991-08-01 32.1257301181219
1991-09-01 32.1644778866306
1991-10-01 32.1798033376585
1991-11-01 32.2498753112007
1991-12-01 32.3559355068464
1992-01-01 32.2660343745325
1992-02-01 32.3176822179535
1992-03-01 32.1809976120331
1992-04-01 32.5907406551336
1992-05-01 32.8720246313215
1992-06-01 32.6017448247604
1992-07-01 32.8204601196269
1992-08-01 32.9311940823803
1992-09-01 33.0575491920878
1992-10-01 33.5766111212082
1992-11-01 33.4295273290247
1992-12-01 33.4354568204378
1993-01-01 34.2835296204127
1993-02-01 34.1915608646110
1993-03-01 34.2722606196778
1993-04-01 34.3080315320876
1993-05-01 34.5034180281569
1993-06-01 34.4384811224378
1993-07-01 34.1110967678219
1993-08-01 34.2423137337363
1993-09-01 34.2439643192695
1993-10-01 34.3732655159028
1993-11-01 34.3064742949549
1993-12-01 34.4317423640157
1994-01-01 34.4856781896162
1994-02-01 34.5428943101661
1994-03-01 34.4433549630123
1994-04-01 34.7419227273937
1994-05-01 34.7257820788600
1994-06-01 34.7670486688173
1994-07-01 35.1125385358932
1994-08-01 35.0509833481182
1994-09-01 35.3438557381199
1994-10-01 35.0613851507273
1994-11-01 35.1975456684804
1994-12-01 35.2447980944549
1995-01-01 35.1983428529658
1995-02-01 35.1876376472806
1995-03-01 35.4207148921596
1995-04-01 35.1539965767495
1995-05-01 35.1365203722624
1995-06-01 35.2819448801745
1995-07-01 35.1053002290852
1995-08-01 35.3610786546195
1995-09-01 35.9624181505083
1995-10-01 35.4630272600654
1995-11-01 35.6005000473574
1995-12-01 35.5779768798257
1996-01-01 35.4019555416446
1996-02-01 35.6477687096241
1996-03-01 35.7004554749239
1996-04-01 35.5551956094506
1996-05-01 35.5222331691054
1996-06-01 35.5449402726223
1996-07-01 36.0159037769206
1996-08-01 35.9587297657819
1996-09-01 36.3093153517718
1996-10-01 36.2631289366360
1996-11-01 36.3124119740539
1996-12-01 36.4082905528760
1997-01-01 36.7105047532914
1997-02-01 36.7471045556873
1997-03-01 36.7042745716169
1997-04-01 36.5306318489751
1997-05-01 36.7846944567212
1997-06-01 36.8897752295937
1997-07-01 37.1183877565102
1997-08-01 37.2581133000386
1997-09-01 37.2512813612912
1997-10-01 37.4853770961840
1997-11-01 37.4105089244025
1997-12-01 37.5380888841837
1998-01-01 37.7923631234953
1998-02-01 38.1816508482366
1998-03-01 38.2283905928199
1998-04-01 38.7267632926816
1998-05-01 38.9408072089564
1998-06-01 38.5143270709790
1998-07-01 38.3285958043114
1998-08-01 38.3505001627701
1998-09-01 38.1758558797969
1998-10-01 38.1088288787267
1998-11-01 38.5982629824206
1998-12-01 39.1451190705113
1999-01-01 38.7698410828586
1999-02-01 38.9388163207003
1999-03-01 39.0795717117734
1999-04-01 38.2140487134195
1999-05-01 38.3064122623178
1999-06-01 38.4806035329007
1999-07-01 38.3269825134151
1999-08-01 39.0451685456308
1999-09-01 38.5790660952147
1999-10-01 38.9394820416623
1999-11-01 38.9592110679055
1999-12-01 39.2156361622594
2000-01-01 39.4445734357146
2000-02-01 39.3040143814157
2000-03-01 39.3179546490523
2000-04-01 40.0445915928513
2000-05-01 40.4036379137822
2000-06-01 40.8484332499947
2000-07-01 40.6146822747079
2000-08-01 40.7263518388954
2000-09-01 40.8689246357185
2000-10-01 40.5440808433394
2000-11-01 40.9175574968779
2000-12-01 40.7644792767539
2001-01-01 41.0319810746032
2001-02-01 41.1776715600107
2001-03-01 41.1525694841656
2001-04-01 41.1849458443175
2001-05-01 41.2152634118043
2001-06-01 41.5648704063624
2001-07-01 41.8975435047426
2001-08-01 42.5112699805039
2001-09-01 42.3454555682556
2001-10-01 42.1351559717297
2001-11-01 42.2843692979832
2001-12-01 42.8199438134087
2002-01-01 42.2176604678798
2002-02-01 42.4153753063009
2002-03-01 42.4745520697843
2002-04-01 42.3332023087531
2002-05-01 42.7378781540271
2002-06-01 42.7893688225896
2002-07-01 43.1857195813487
2002-08-01 43.1933324794875
2002-09-01 43.3249053790319
2002-10-01 43.9086421107248
2002-11-01 44.0817226407649
2002-12-01 44.2822554056437
2003-01-01 44.4249695323161
2003-02-01 44.4367444092823
2003-03-01 44.6925739627437
2003-04-01 44.7560753111356
2003-05-01 44.9466133619065
2003-06-01 45.0040310906322
2003-07-01 45.0750512269682
2003-08-01 45.3764178830085
2003-09-01 45.5382254039088
2003-10-01 45.7748106146454
2003-11-01 45.8957103446546
2003-12-01 46.1598050651437
2004-01-01 46.2386861482065
2004-02-01 46.3384876040573
2004-03-01 46.5011441003533
2004-04-01 46.6523706710653
2004-05-01 46.7417551682817
2004-06-01 46.9044998923428
2004-07-01 46.8842374623346
2004-08-01 46.9630912787604
2004-09-01 47.0572196278953
2004-10-01 47.1477511941365
2004-11-01 47.1272413600085
2004-12-01 47.2523088545427
2005-01-01 47.4511694662020
2005-02-01 47.6371778402393
2005-03-01 47.7008202066787
2005-04-01 47.9271492197172
2005-05-01 48.1233456458001
2005-06-01 48.2957521083884
2005-07-01 48.6966565749903
2005-08-01 48.6554787211669
2005-09-01 48.8777416109242
2005-10-01 48.7460402259435
2005-11-01 48.7451594584069
2005-12-01 49.0616092332149
2006-01-01 49.1561918917148
2006-02-01 49.3234246224675
2006-03-01 49.5125223280043
2006-04-01 49.4980774316459
2006-05-01 49.5082169574353
2006-06-01 49.5978157150492
2006-07-01 49.7104656293030
2006-08-01 49.7481355580191
2006-09-01 50.0881264031526
2006-10-01 50.1624714957630
2006-11-01 50.2498732196493
2006-12-01 50.2616479413544
2007-01-01 50.5630871676054
2007-02-01 50.7109597573671
2007-03-01 50.8137745367691
2007-04-01 51.0743177758768
2007-05-01 51.2939437505978
2007-06-01 51.5116586795064
2007-07-01 51.7129255350828
2007-08-01 51.9485012497508
2007-09-01 52.1126405235973
2007-10-01 52.2682937944671
2007-11-01 52.3339604081310
2007-12-01 52.3426054641540
2008-01-01 52.3647707189700
2008-02-01 52.7126294015973
2008-03-01 52.9278991226102
2008-04-01 52.9611816553195
2008-05-01 53.0690293072247
2008-06-01 53.2363849555537
2008-07-01 53.2261119316274
2008-08-01 53.3594701074052
2008-09-01 53.3324763390450
2008-10-01 53.3707666544686
2008-11-01 53.6086635576033
2008-12-01 53.7107242382020
2009-01-01 53.8663018713147
2009-02-01 53.9243592455046
2009-03-01 53.8262166834876
2009-04-01 54.0555354836794
2009-05-01 54.0510981648866
2009-06-01 54.0482855097077
2009-07-01 54.2506006599724
2009-08-01 54.2827595535684
2009-09-01 54.1427985878120
2009-10-01 54.4700036362821
2009-11-01 54.4846031247269
2009-12-01 54.6676523773374
2010-01-01 54.7784899037220
2010-02-01 54.8328330436454
2010-03-01 54.9398389874941
2010-04-01 54.9548668130653
2010-05-01 55.0311645562859
2010-06-01 55.0383097094891
2010-07-01 54.9755783837265
2010-08-01 55.5062914660671
2010-09-01 55.4404922679646
2010-10-01 55.5773029848900
2010-11-01 55.6642014218895
2010-12-01 55.8278652002755
2011-01-01 55.6030187234305
2011-02-01 55.6491403078907
2011-03-01 55.7429951267124
2011-04-01 55.8566995378523
2011-05-01 56.1115556482519
2011-06-01 56.1052760896846
2011-07-01 56.2981935157498
2011-08-01 56.3322377618401
2011-09-01 56.5358523043512
2011-10-01 56.7785093012309
2011-11-01 57.0513748323716
2011-12-01 57.0909575431104
2012-01-01 57.6495688180897
2012-02-01 57.6794680972534
2012-03-01 57.9597233753074
2012-04-01 58.0562042933250
2012-05-01 58.0758701283890
2012-06-01 58.3503815993816
2012-07-01 58.4070821675782
2012-08-01 58.5557775199074
2012-09-01 58.7345940557993
2012-10-01 58.7860249886575
2012-11-01 58.5558328400292
2012-12-01 58.9747559566416
2013-01-01 58.8850815020903
2013-02-01 59.2097541061271
2013-03-01 59.1505744040024
2013-04-01 59.2408087724325
2013-05-01 59.3456719170058
2013-06-01 59.5987222185287
2013-07-01 59.5086694358247
2013-08-01 59.6852969226306
2013-09-01 59.7334614592656
2013-10-01 59.6040919668453
2013-11-01 59.8835326759632
2013-12-01 59.7763291872208
2014-01-01 59.8022595970342
2014-02-01 59.5127814095723
2014-03-01 59.7316135101875
2014-04-01 59.8142599687069
2014-05-01 59.9234302141592
2014-06-01 59.8672949732028
2014-07-01 59.9082955568295
2014-08-01 60.0162913937915
2014-09-01 60.0307469840820
2014-10-01 60.4331830876291
2014-11-01 60.4239259224952
2014-12-01 60.5045761077457
2015-01-01 60.3733403070156
2015-02-01 60.4007211709136
2015-03-01 60.4001773427471
2015-04-01 60.8869054742175
2015-05-01 61.1169287479663
2015-06-01 61.1615471343213
2015-07-01 61.3156896525704
2015-08-01 61.3349201425471
2015-09-01 61.4332719651772
2015-10-01 61.5434726695499
2015-11-01 61.5626233828975
2015-12-01 61.7325454085954
2016-01-01 61.7387194410179
2016-02-01 61.8703522199568
2016-03-01 62.0654752455458
2016-04-01 62.0817856873494
2016-05-01 62.0286173891035
2016-06-01 61.9807802677568
2016-07-01 62.0430467059596
2016-08-01 61.7377312743581
2016-09-01 61.8271704682687
2016-10-01 61.5349255955902
2016-11-01 61.6849027190516
2016-12-01 61.4704328377039
2017-01-01 61.9814923217205
2017-02-01 62.2151421671903
2017-03-01 62.0364780367407
2017-04-01 62.0940713979500
2017-05-01 62.1868943148301
2017-06-01 62.4231960543238
2017-07-01 62.5799385721829
2017-08-01 62.8157251568026
2017-09-01 63.1052053084751
2017-10-01 63.2878298424257
2017-11-01 63.5915400380985
2017-12-01 63.7004477714974
2018-01-01 64.2513629200919
2018-02-01 64.6707151170327
2018-03-01 64.5233599332934
2018-04-01 64.8169775465786
2018-05-01 64.9678036673647
2018-06-01 65.0525540373003
2018-07-01 65.1172805450890
2018-08-01 65.3845897482686
2018-09-01 65.4841402799515
2018-10-01 65.6108182482946
2018-11-01 65.6718831633831
2018-12-01 65.9306309145745
2019-01-01 65.8281436360655
2019-02-01 66.2428371383034
2019-03-01 66.4315155919190
2019-04-01 66.3243367767607
2019-05-01 66.6568391356759
2019-06-01 66.5918204608129
2019-07-01 66.4412167023107
2019-08-01 66.5598014221931
2019-09-01 66.4813818811039
2019-10-01 66.5025783439142
2019-11-01 66.7564537437240
2019-12-01 66.8398429487553
2020-01-01 67.0342167066742
2020-02-01 67.3371333292916
2020-03-01 66.9354146029887
2020-04-01 56.9043131284853
2020-05-01 58.9071318371875
2020-06-01 61.1375780594107
2020-07-01 62.4546003867093
2020-08-01 63.2732884918872
2020-09-01 63.6960468593773
2020-10-01 64.0166249659294
2020-11-01 64.1531001292841
2020-12-01 64.1276882301582
2021-01-01 64.4330776983312
2021-02-01 64.6334546210741
2021-03-01 65.0433368656202
2021-04-01 65.3124094370975
2021-05-01 65.0560526705264
2021-06-01 65.0258455278514
2021-07-01 65.3463279669068
2021-08-01 64.7908656960142
2021-09-01 64.9186741424940
2021-10-01 65.0536976733736
2021-11-01 65.3558268897705
2021-12-01 65.2025641936210
2022-01-01 64.9424633283746
2022-02-01 65.5507403284392
2022-03-01 65.9474250143049
2022-04-01 66.4074930214626
2022-05-01 66.6622601427987
2022-06-01 67.0077766422191
2022-07-01 67.4335575215388
2022-08-01 67.7197446394333
2022-09-01 68.0486964895271
2022-10-01 68.7251238458670
2022-11-01 69.0504806828077
2022-12-01 69.7592091266158
2023-01-01 70.3515096835264
2023-02-01 70.7949029724613
2023-03-01 70.9681769597225
2023-04-01 71.2188849802825
2023-05-01 71.5456281660684
2023-06-01 72.1767184615076
2023-07-01 72.3151802290979
2023-08-01 72.7284384527681
2023-09-01 73.1778576571655
2023-10-01 73.7307817185215
2023-11-01 73.9401113536087
2023-12-01 74.5109071960889
2024-01-01 74.7660333607417
2024-02-01 74.8242482545074
2024-03-01 75.7848342584217
2024-04-01 75.7544011800480
2024-05-01 76.5089268252351
2024-06-01 76.8459537918270
2024-07-01 77.0023713350322
2024-08-01 77.3248621247934
2024-09-01 77.5931404641085
2024-10-01 77.6655615335471
2024-11-01 78.0190609124675
2024-12-01 78.0650836829024
2025-01-01 78.1746568958527
2025-02-01 78.4561157304985
2025-03-01 78.6064027697991
2025-04-01 78.7969742065867
2025-05-01 79.0736533881324
2025-06-01 79.2331227801567
2025-07-01 79.6910214324779
2025-08-01 80.0015422485615
2025-09-01 80.2856826580944
2025-10-01 80.5041695198598
2025-11-01 80.9905550434178
2025-12-01 81.3466539679470
2026-01-01 81.9910357415153
2026-02-01 81.8860968999629
2026-03-01 82.3241575951186
2026-04-01 82.6271000195654
2026-05-01 82.9525515097586

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