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 2026-06-01
Last Updated 2026-07-22 9:56 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 28.6605918325999
1990-02-01 28.7238153819549
1990-03-01 28.8677458588934
1990-04-01 28.8748789577366
1990-05-01 29.0512766637372
1990-06-01 29.2850502879029
1990-07-01 29.5293194075559
1990-08-01 29.6300871079675
1990-09-01 29.7735257282724
1990-10-01 29.8798461897543
1990-11-01 30.0533032548957
1990-12-01 30.2621371474644
1991-01-01 30.8662526828697
1991-02-01 30.9295872362371
1991-03-01 30.8777762756777
1991-04-01 31.3814598075583
1991-05-01 31.5574600543879
1991-06-01 31.8818126244431
1991-07-01 31.9099214054503
1991-08-01 32.1257334257511
1991-09-01 32.1644801750264
1991-10-01 32.1798136792965
1991-11-01 32.2498868516264
1991-12-01 32.3559504975727
1992-01-01 32.2660136020857
1992-02-01 32.3176713498453
1992-03-01 32.1809919380079
1992-04-01 32.5907361940682
1992-05-01 32.8720243065824
1992-06-01 32.6017454786682
1992-07-01 32.8204618879158
1992-08-01 32.9311986429266
1992-09-01 33.0575445202946
1992-10-01 33.5766220000710
1992-11-01 33.4295385608604
1992-12-01 33.4354703285957
1993-01-01 34.2835121979156
1993-02-01 34.1915504265970
1993-03-01 34.2722555156413
1993-04-01 34.3080275114851
1993-05-01 34.5034181759665
1993-06-01 34.4384825220375
1993-07-01 34.1111004150618
1993-08-01 34.2423190808555
1993-09-01 34.2439513406564
1993-10-01 34.3732759425609
1993-11-01 34.3064846216969
1993-12-01 34.4317549052999
1994-01-01 34.4856643529214
1994-02-01 34.5428856150156
1994-03-01 34.4433512969560
1994-04-01 34.7419199960308
1994-05-01 34.7257827241441
1994-06-01 34.7670510465603
1994-07-01 35.1125438552755
1994-08-01 35.0509886516933
1994-09-01 35.3438365435721
1994-10-01 35.0613938407154
1994-11-01 35.1975537874732
1994-12-01 35.2448069661868
1995-01-01 35.1983346352711
1995-02-01 35.1876314006322
1995-03-01 35.4207124004542
1995-04-01 35.1539956321392
1995-05-01 35.1365215096704
1995-06-01 35.2819477262564
1995-07-01 35.1053065803927
1995-08-01 35.3610829213513
1995-09-01 35.9623970232881
1995-10-01 35.4630334555535
1995-11-01 35.6005053473225
1995-12-01 35.5779818679488
1996-01-01 35.4019511512760
1996-02-01 35.6477647669091
1996-03-01 35.7004529447799
1996-04-01 35.5551977958394
1996-05-01 35.5222352504693
1996-06-01 35.5449436914045
1996-07-01 36.0159106449309
1996-08-01 35.9587313370006
1996-09-01 36.3092965540366
1996-10-01 36.2631330610029
1996-11-01 36.3124145003200
1996-12-01 36.4082912685513
1997-01-01 36.7105035928773
1997-02-01 36.7471021286340
1997-03-01 36.7042710133561
1997-04-01 36.5306369021981
1997-05-01 36.7846979186118
1997-06-01 36.8897783496244
1997-07-01 37.1183943874402
1997-08-01 37.2581111458294
1997-09-01 37.2512691191354
1997-10-01 37.4853791626714
1997-11-01 37.4105095414634
1997-12-01 37.5380884480477
1998-01-01 37.7923615854492
1998-02-01 38.1816482352129
1998-03-01 38.2283853894960
1998-04-01 38.7267710230639
1998-05-01 38.9408122681769
1998-06-01 38.5143302240425
1998-07-01 38.3286013525623
1998-08-01 38.3504944497749
1998-09-01 38.1758513168769
1998-10-01 38.1088294061472
1998-11-01 38.5982623472173
1998-12-01 39.1451177886119
1999-01-01 38.7698390232365
1999-02-01 38.9388134095540
1999-03-01 39.0795653694962
1999-04-01 38.2140578076841
1999-05-01 38.3064174364682
1999-06-01 38.4806059980900
1999-07-01 38.3269865520665
1999-08-01 39.0451618319927
1999-09-01 38.5790663852466
1999-10-01 38.9394818045643
1999-11-01 38.9592100547215
1999-12-01 39.2156346385534
2000-01-01 39.4445710590455
2000-02-01 39.3040112394020
2000-03-01 39.3179480498376
2000-04-01 40.0446016660375
2000-05-01 40.4036429040955
2000-06-01 40.8484354334400
2000-07-01 40.6146854310538
2000-08-01 40.7263451028352
2000-09-01 40.8689255558917
2000-10-01 40.5440808206508
2000-11-01 40.9175567596047
2000-12-01 40.7644778302505
2001-01-01 41.0319788635461
2001-02-01 41.1776691469699
2001-03-01 41.1525640492967
2001-04-01 41.1849549916143
2001-05-01 41.2152670140595
2001-06-01 41.5648714825956
2001-07-01 41.8975457197826
2001-08-01 42.5112648499209
2001-09-01 42.3454560454264
2001-10-01 42.1351556948306
2001-11-01 42.2843689030433
2001-12-01 42.8199427461398
2002-01-01 42.2176588172445
2002-02-01 42.4153739209887
2002-03-01 42.4745488942138
2002-04-01 42.3332090564933
2002-05-01 42.7378802815481
2002-06-01 42.7893692811204
2002-07-01 43.1857207313688
2002-08-01 43.1933291623932
2002-09-01 43.3249053852929
2002-10-01 43.9086416061070
2002-11-01 44.0817224950007
2002-12-01 44.2822547691499
2003-01-01 44.4249684454992
2003-02-01 44.4367439139124
2003-03-01 44.6925728704133
2003-04-01 44.7560800238172
2003-05-01 44.9466138628207
2003-06-01 45.0040309153752
2003-07-01 45.0750513331762
2003-08-01 45.3764168319584
2003-09-01 45.5382249041781
2003-10-01 45.7748100417440
2003-11-01 45.8957103484692
2003-12-01 46.1598048007826
2004-01-01 46.2386855277555
2004-02-01 46.3384873931867
2004-03-01 46.5011438897535
2004-04-01 46.6523736925516
2004-05-01 46.7417550874296
2004-06-01 46.9044998150030
2004-07-01 46.8842372937408
2004-08-01 46.9630906072623
2004-09-01 47.0572192318966
2004-10-01 47.1477508584319
2004-11-01 47.1272413756298
2004-12-01 47.2523087473505
2005-01-01 47.4511692286277
2005-02-01 47.6371778323624
2005-03-01 47.7008202237725
2005-04-01 47.9271508164826
2005-05-01 48.1233455744545
2005-06-01 48.2957519778522
2005-07-01 48.6966563852806
2005-08-01 48.6554784951905
2005-09-01 48.8777412424544
2005-10-01 48.7460400410205
2005-11-01 48.7451594689398
2005-12-01 49.0616092069870
2006-01-01 49.1561918640348
2006-02-01 49.3234246854978
2006-03-01 49.5125225613725
2006-04-01 49.4980776561264
2006-05-01 49.5082171156734
2006-06-01 49.5978157403481
2006-07-01 49.7104655507818
2006-08-01 49.7481354332862
2006-09-01 50.0881261364779
2006-10-01 50.1624714559446
2006-11-01 50.2498732179201
2006-12-01 50.2616479558685
2007-01-01 50.5630871864232
2007-02-01 50.7109597933280
2007-03-01 50.8137746507030
2007-04-01 51.0743178352454
2007-05-01 51.2939437905959
2007-06-01 51.5116586852131
2007-07-01 51.7129255223244
2007-08-01 51.9485012263625
2007-09-01 52.1126403381475
2007-10-01 52.2682937992852
2007-11-01 52.3339604197932
2007-12-01 52.3426054977330
2008-01-01 52.3647707309008
2008-02-01 52.7126294126760
2008-03-01 52.9278991767001
2008-04-01 52.9611816564840
2008-05-01 53.0690293060091
2008-06-01 53.2363849527830
2008-07-01 53.2261119374245
2008-08-01 53.3594701215845
2008-09-01 53.3324762392403
2008-10-01 53.3707666761678
2008-11-01 53.6086635766798
2008-12-01 53.7107242870559
2009-01-01 53.8663018049070
2009-02-01 53.9243592486482
2009-03-01 53.8262167124364
2009-04-01 54.0555354773376
2009-05-01 54.0510981562202
2009-06-01 54.0482854953775
2009-07-01 54.2506006498175
2009-08-01 54.2827595752462
2009-09-01 54.1427985783292
2009-10-01 54.4700037001585
2009-11-01 54.4846031820943
2009-12-01 54.6676524590790
2010-01-01 54.7784897446995
2010-02-01 54.8328330056672
2010-03-01 54.9398389577932
2010-04-01 54.9548667778920
2010-05-01 55.0311645319137
2010-06-01 55.0383096726107
2010-07-01 54.9755783492343
2010-08-01 55.5062915117933
2010-09-01 55.4404923905649
2010-10-01 55.5773031547498
2010-11-01 55.6642015648741
2010-12-01 55.8278653933153
2011-01-01 55.6030185741046
2011-02-01 55.6491398718608
2011-03-01 55.7429950995692
2011-04-01 55.8566994275430
2011-05-01 56.1115554904081
2011-06-01 56.1052759388543
2011-07-01 56.2981934374813
2011-08-01 56.3322378710237
2011-09-01 56.5358526003943
2011-10-01 56.7785104109892
2011-11-01 57.0513750930766
2011-12-01 57.0909577125579
2012-01-01 57.6495685021085
2012-02-01 57.6794669997634
2012-03-01 57.9597226981611
2012-04-01 58.0562041090207
2012-05-01 58.0758698928646
2012-06-01 58.3503813271085
2012-07-01 58.4070820558760
2012-08-01 58.5557779210460
2012-09-01 58.7345949507298
2012-10-01 58.7860276631844
2012-11-01 58.5558336172503
2012-12-01 58.9747559952683
2013-01-01 58.8850804499933
2013-02-01 59.2097516106857
2013-03-01 59.1505726112211
2013-04-01 59.2408083629995
2013-05-01 59.3456716384085
2013-06-01 59.5987220748332
2013-07-01 59.5086693309670
2013-08-01 59.6852974383093
2013-09-01 59.7334627624779
2013-10-01 59.6040991396996
2013-11-01 59.8835342739786
2013-12-01 59.7763276528250
2014-01-01 59.8022603399801
2014-02-01 59.5127701980299
2014-03-01 59.7316120969484
2014-04-01 59.8142599009723
2014-05-01 59.9234299623148
2014-06-01 59.8672947835462
2014-07-01 59.9082961749522
2014-08-01 60.0162940865322
2014-09-01 60.0307517168042
2014-10-01 60.4331973148336
2014-11-01 60.4239301290043
2014-12-01 60.5045762524034
2015-01-01 60.3733352557737
2015-02-01 60.4006911216450
2015-03-01 60.4001685402467
2015-04-01 60.8869016792113
2015-05-01 61.1169306551063
2015-06-01 61.1615542066037
2015-07-01 61.3156997009178
2015-08-01 61.3349322301402
2015-09-01 61.4332859332131
2015-10-01 61.5434992968028
2015-11-01 61.5626334879876
2015-12-01 61.7325480455596
2016-01-01 61.7387007302864
2016-02-01 61.8702852131766
2016-03-01 62.0654377239017
2016-04-01 62.0817636210932
2016-05-01 62.0286209338945
2016-06-01 61.9808076730407
2016-07-01 62.0430845369741
2016-08-01 61.7377680031246
2016-09-01 61.8272054146363
2016-10-01 61.5349760627595
2016-11-01 61.6849289164669
2016-12-01 61.4704389311526
2017-01-01 61.9814528213939
2017-02-01 62.2150358440486
2017-03-01 62.0363535595838
2017-04-01 62.0939130996163
2017-05-01 62.1870020460864
2017-06-01 62.4232656573583
2017-07-01 62.5800072275741
2017-08-01 62.8158286000501
2017-09-01 63.1052636397523
2017-10-01 63.2879081710168
2017-11-01 63.5915912231333
2017-12-01 63.7004522666091
2018-01-01 64.2512966368597
2018-02-01 64.6705704942117
2018-03-01 64.5231716428590
2018-04-01 64.8164882671516
2018-05-01 64.9680771496959
2018-06-01 65.0526933972262
2018-07-01 65.1173942317592
2018-08-01 65.3848022742511
2018-09-01 65.4842075509410
2018-10-01 65.6108952255238
2018-11-01 65.6721102118242
2018-12-01 65.9306226854993
2019-01-01 65.8280174081275
2019-02-01 66.2426287046389
2019-03-01 66.4312083274142
2019-04-01 66.3234545163531
2019-05-01 66.6572711721424
2019-06-01 66.5920513967131
2019-07-01 66.4413998335940
2019-08-01 66.5601375418136
2019-09-01 66.4814660317313
2019-10-01 66.5026691874697
2019-11-01 66.7569083062490
2019-12-01 66.8398621388145
2020-01-01 67.0340263754349
2020-02-01 67.3368132485459
2020-03-01 66.9349417097243
2020-04-01 56.9032150460192
2020-05-01 58.9074283867071
2020-06-01 61.1381267996145
2020-07-01 62.4547929242458
2020-08-01 63.2736877549057
2020-09-01 63.6962246456085
2020-10-01 64.0168533463791
2020-11-01 64.1538022843136
2020-12-01 64.1277478761376
2021-01-01 64.4328967391335
2021-02-01 64.6330891690392
2021-03-01 65.0418682615471
2021-04-01 65.3107340116342
2021-05-01 65.0565554411942
2021-06-01 65.0269679310195
2021-07-01 65.3466557336386
2021-08-01 64.7913826824435
2021-09-01 64.9190268970546
2021-10-01 65.0542192880429
2021-11-01 65.3568643690007
2021-12-01 65.2028332163143
2022-01-01 64.9421895557965
2022-02-01 65.5499084128885
2022-03-01 65.9445170940990
2022-04-01 66.4052708082085
2022-05-01 66.6629542544087
2022-06-01 67.0097453685216
2022-07-01 67.4342924015396
2022-08-01 67.7204041448387
2022-09-01 68.0492291969597
2022-10-01 68.7262111304938
2022-11-01 69.0522966595898
2022-12-01 69.7600419754483
2023-01-01 70.3510684943747
2023-02-01 70.7929997160216
2023-03-01 70.9624329717911
2023-04-01 71.2140348610023
2023-05-01 71.5491137505013
2023-06-01 72.1798033604795
2023-07-01 72.3165491093755
2023-08-01 72.7291442242403
2023-09-01 73.1784927620316
2023-10-01 73.7324845110209
2023-11-01 73.9429749016963
2023-12-01 74.5128303622991
2024-01-01 74.7653594833152
2024-02-01 74.8203630682945
2024-03-01 75.7758225325565
2024-04-01 75.7462371165414
2024-05-01 76.5168428934410
2024-06-01 76.8503479376224
2024-07-01 77.0043404696150
2024-08-01 77.3254481362691
2024-09-01 77.5937192943436
2024-10-01 77.6678135216192
2024-11-01 78.0230000119166
2024-12-01 78.0681460884664
2025-01-01 78.1737359306232
2025-02-01 78.4500652091669
2025-03-01 78.5936123960894
2025-04-01 78.7846347707368
2025-05-01 79.0874453305799
2025-06-01 79.2398796984699
2025-07-01 79.6932913153076
2025-08-01 80.0018126617723
2025-09-01 80.2859535586837
2025-10-01 80.5065144448055
2025-11-01 80.9951711731707
2025-12-01 81.3505248936826
2026-01-01 81.9894195156297
2026-02-01 81.8774481155294
2026-03-01 82.3081679149685
2026-04-01 82.6114204649811
2026-05-01 82.8705411581031
2026-06-01 83.1297928566303

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