Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Reading, PA (MSA)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Reading, PA (MSA)
Series ID SMU42397406562000001SA
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 2026-08-01
Last Updated 2026-09-18 11:36 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 13.6617557254
1990-02-01 13.4392625505
1990-03-01 13.6285359017
1990-04-01 13.5941600639
1990-05-01 13.6065433882
1990-06-01 13.5999139955
1990-07-01 13.6868122147
1990-08-01 13.6833443398
1990-09-01 13.6947996113
1990-10-01 13.6711880497
1990-11-01 13.7011196842
1990-12-01 13.7335431407
1991-01-01 13.0585614995
1991-02-01 13.1443816767
1991-03-01 13.3196749591
1991-04-01 13.1866092535
1991-05-01 13.2009474478
1991-06-01 13.2973251814
1991-07-01 13.3988520749
1991-08-01 13.4892218898
1991-09-01 13.5022471525
1991-10-01 13.5710582050
1991-11-01 13.6007984246
1991-12-01 13.6263811626
1992-01-01 13.6637652654
1992-02-01 13.7568578566
1992-03-01 13.7110934430
1992-04-01 13.7794946165
1992-05-01 13.8956217178
1992-06-01 13.7868461441
1992-07-01 14.1059065158
1992-08-01 13.9948525555
1992-09-01 14.1167121832
1992-10-01 14.0703712196
1992-11-01 14.0951641608
1992-12-01 14.1136275184
1993-01-01 14.2754895222
1993-02-01 14.2772513189
1993-03-01 14.2033983261
1993-04-01 14.2636896498
1993-05-01 14.1802351764
1993-06-01 14.2770824025
1993-07-01 14.1174322383
1993-08-01 14.1096991508
1993-09-01 14.0346697959
1993-10-01 14.1708872507
1993-11-01 14.1918320248
1993-12-01 14.1922523578
1994-01-01 14.1845498935
1994-02-01 14.0982278559
1994-03-01 14.2960204839
1994-04-01 14.2368203631
1994-05-01 14.3691622929
1994-06-01 14.3731586247
1994-07-01 14.3167957646
1994-08-01 14.4238322884
1994-09-01 14.4633746506
1994-10-01 14.4671121750
1994-11-01 14.4855915205
1994-12-01 14.5674313621
1995-01-01 14.6020455804
1995-02-01 14.6256626114
1995-03-01 14.6946993465
1995-04-01 14.6139786264
1995-05-01 14.5580831304
1995-06-01 14.6722731658
1995-07-01 14.8073058979
1995-08-01 14.8295083210
1995-09-01 14.8833003741
1995-10-01 14.8653435234
1995-11-01 14.9810570278
1995-12-01 14.9451313124
1996-01-01 14.8220063878
1996-02-01 14.9489368881
1996-03-01 14.9965491776
1996-04-01 15.1962347114
1996-05-01 15.2620413030
1996-06-01 15.3682101024
1996-07-01 15.1817678431
1996-08-01 15.1281802363
1996-09-01 15.1912815718
1996-10-01 15.3696126137
1996-11-01 15.3718098379
1996-12-01 15.5313839400
1997-01-01 15.5484101813
1997-02-01 15.5691490344
1997-03-01 15.6041726291
1997-04-01 15.6902414306
1997-05-01 15.7708554214
1997-06-01 15.7659472120
1997-07-01 15.8550323064
1997-08-01 15.8162346909
1997-09-01 15.7816998331
1997-10-01 15.9770175105
1997-11-01 15.9686688531
1997-12-01 15.9315023919
1998-01-01 16.1638128945
1998-02-01 16.2849910364
1998-03-01 16.2063464639
1998-04-01 16.1959335459
1998-05-01 16.0931017413
1998-06-01 16.0605386587
1998-07-01 16.0336203344
1998-08-01 16.1026324146
1998-09-01 16.0621687178
1998-10-01 15.9892276043
1998-11-01 15.9692426725
1998-12-01 15.8430377381
1999-01-01 15.7576319575
1999-02-01 15.7774176297
1999-03-01 15.7908234336
1999-04-01 16.0145145194
1999-05-01 16.1139118380
1999-06-01 16.2618410752
1999-07-01 16.3285682246
1999-08-01 16.2846535973
1999-09-01 16.5362258997
1999-10-01 16.4040420912
1999-11-01 16.5674047613
1999-12-01 16.6534887583
2000-01-01 16.6551785535
2000-02-01 16.6801237697
2000-03-01 16.7774643786
2000-04-01 16.7388995921
2000-05-01 16.7346110203
2000-06-01 16.8672006554
2000-07-01 17.1187392431
2000-08-01 17.0741913864
2000-09-01 17.1135593768
2000-10-01 17.1199054211
2000-11-01 17.0602747375
2000-12-01 17.0603677581
2001-01-01 17.1395134901
2001-02-01 17.1704350900
2001-03-01 17.2669662827
2001-04-01 17.2625933087
2001-05-01 17.2429632654
2001-06-01 17.3852035500
2001-07-01 17.2283930324
2001-08-01 17.4743795267
2001-09-01 17.4987122715
2001-10-01 17.5241711212
2001-11-01 17.5531248638
2001-12-01 17.6569338576
2002-01-01 17.9209801719
2002-02-01 17.9572429147
2002-03-01 17.8683912786
2002-04-01 17.8857055986
2002-05-01 17.9426701405
2002-06-01 17.9057629637
2002-07-01 17.9353294363
2002-08-01 17.9848975584
2002-09-01 17.9942849341
2002-10-01 18.0189350534
2002-11-01 18.1495231235
2002-12-01 18.1451207776
2003-01-01 18.1938092386
2003-02-01 18.2353039082
2003-03-01 18.3776713984
2003-04-01 18.3034228301
2003-05-01 18.3370345204
2003-06-01 18.3257938079
2003-07-01 18.4533924568
2003-08-01 18.3984262092
2003-09-01 18.2941361289
2003-10-01 18.5098512226
2003-11-01 18.5454933441
2003-12-01 18.5284459813
2004-01-01 18.5723781086
2004-02-01 18.6186474117
2004-03-01 18.6884976902
2004-04-01 18.8152331326
2004-05-01 18.9331065003
2004-06-01 19.0339760155
2004-07-01 19.1668948327
2004-08-01 19.3132049837
2004-09-01 19.5025887701
2004-10-01 19.5974860728
2004-11-01 19.7430464732
2004-12-01 19.9107549304
2005-01-01 19.9528498778
2005-02-01 20.1134989083
2005-03-01 20.1032255054
2005-04-01 20.2236979752
2005-05-01 20.4361668489
2005-06-01 20.4302762039
2005-07-01 20.6778386579
2005-08-01 20.8177160658
2005-09-01 20.9177554658
2005-10-01 20.9828473959
2005-11-01 20.8486922461
2005-12-01 21.1004734754
2006-01-01 21.1372707288
2006-02-01 21.1038601642
2006-03-01 21.2123822634
2006-04-01 21.2211018284
2006-05-01 21.2401706092
2006-06-01 21.3234873284
2006-07-01 21.1920689599
2006-08-01 21.3196447896
2006-09-01 21.4397193732
2006-10-01 21.3696692140
2006-11-01 21.5565767289
2006-12-01 21.7061623666
2007-01-01 21.9215011433
2007-02-01 21.8968381849
2007-03-01 22.0153490960
2007-04-01 22.0070879907
2007-05-01 22.0431381858
2007-06-01 22.3182215586
2007-07-01 22.0991129746
2007-08-01 22.0194715382
2007-09-01 22.1637127956
2007-10-01 22.3575530564
2007-11-01 22.4587693172
2007-12-01 22.5169266383
2008-01-01 22.7184372703
2008-02-01 22.7913037340
2008-03-01 22.8135704504
2008-04-01 22.9897136964
2008-05-01 23.0382111564
2008-06-01 23.2239208523
2008-07-01 23.2952019534
2008-08-01 23.4235318994
2008-09-01 23.3851845069
2008-10-01 23.4428269613
2008-11-01 23.4538639597
2008-12-01 23.5345096984
2009-01-01 23.5217975160
2009-02-01 23.5901116254
2009-03-01 23.6106738624
2009-04-01 23.6699848462
2009-05-01 23.7271654220
2009-06-01 23.7346296594
2009-07-01 23.7962947147
2009-08-01 23.8315431374
2009-09-01 23.8926987415
2009-10-01 23.9351686569
2009-11-01 24.0519815944
2009-12-01 24.0392793957
2010-01-01 24.1375833361
2010-02-01 23.9887545445
2010-03-01 24.2032311888
2010-04-01 24.2568457447
2010-05-01 24.3046157218
2010-06-01 24.2498895557
2010-07-01 24.5002514054
2010-08-01 24.5452024924
2010-09-01 24.5921911062
2010-10-01 24.7323602716
2010-11-01 24.7517953849
2010-12-01 24.7370432293
2011-01-01 24.7465681852
2011-02-01 24.7979431269
2011-03-01 24.7856060874
2011-04-01 25.0482387038
2011-05-01 24.8824349629
2011-06-01 24.8630222132
2011-07-01 24.9136733708
2011-08-01 24.8598858217
2011-09-01 24.9887195125
2011-10-01 25.1388126649
2011-11-01 25.0540786908
2011-12-01 25.1194166671
2012-01-01 25.2570679364
2012-02-01 25.4050276577
2012-03-01 25.5595424486
2012-04-01 25.6488287492
2012-05-01 25.7665915104
2012-06-01 25.8730808266
2012-07-01 25.9260168350
2012-08-01 26.0730203284
2012-09-01 26.2863388567
2012-10-01 26.0511664041
2012-11-01 26.0534856724
2012-12-01 26.0995234310
2013-01-01 25.9548388711
2013-02-01 25.9128830474
2013-03-01 25.8339965903
2013-04-01 25.9563995063
2013-05-01 25.7634810774
2013-06-01 25.6782942771
2013-07-01 25.4428277305
2013-08-01 25.5800864394
2013-09-01 25.5744283196
2013-10-01 25.6681564808
2013-11-01 25.6542343503
2013-12-01 25.5805745793
2014-01-01 25.8500600755
2014-02-01 25.8163125430
2014-03-01 25.9137643084
2014-04-01 25.9729382708
2014-05-01 25.9716895287
2014-06-01 25.8782469407
2014-07-01 25.8444352840
2014-08-01 25.8875245301
2014-09-01 25.8649993361
2014-10-01 25.8806132227
2014-11-01 25.9460276700
2014-12-01 25.9728481502
2015-01-01 25.8365137153
2015-02-01 25.9223249874
2015-03-01 25.9018187772
2015-04-01 25.7921394052
2015-05-01 25.7852124784
2015-06-01 25.8700859641
2015-07-01 25.9458308789
2015-08-01 25.9901771973
2015-09-01 26.1535826509
2015-10-01 25.8856414428
2015-11-01 25.9388482825
2015-12-01 25.9753653170
2016-01-01 26.0276653730
2016-02-01 26.0245807391
2016-03-01 26.1011392015
2016-04-01 26.2105649562
2016-05-01 26.2976153351
2016-06-01 26.1598136133
2016-07-01 26.5437600420
2016-08-01 26.3834410473
2016-09-01 26.5409615702
2016-10-01 26.5882467584
2016-11-01 26.5307970609
2016-12-01 26.3876167010
2017-01-01 26.6185506769
2017-02-01 26.8378975045
2017-03-01 26.7103444458
2017-04-01 26.7216893589
2017-05-01 26.8014083370
2017-06-01 26.9472552359
2017-07-01 27.1451325674
2017-08-01 27.1664408814
2017-09-01 27.2209285880
2017-10-01 27.4882974980
2017-11-01 27.7300032834
2017-12-01 27.8009411711
2018-01-01 27.9226305214
2018-02-01 28.0555493905
2018-03-01 28.1211431259
2018-04-01 28.1253569437
2018-05-01 28.2005974115
2018-06-01 28.3393731847
2018-07-01 28.2394215517
2018-08-01 28.3414704824
2018-09-01 28.4036710078
2018-10-01 28.4910952965
2018-11-01 28.5290101183
2018-12-01 28.7236602740
2019-01-01 28.9359735730
2019-02-01 29.2750815425
2019-03-01 29.1321543872
2019-04-01 29.3194254321
2019-05-01 29.3874389049
2019-06-01 29.3381029157
2019-07-01 29.3379728135
2019-08-01 29.5095298705
2019-09-01 29.4824156359
2019-10-01 29.5923346613
2019-11-01 29.8388758832
2019-12-01 29.8503168238
2020-01-01 29.7557128849
2020-02-01 29.6858471710
2020-03-01 29.6351362890
2020-04-01 25.9880791419
2020-05-01 26.5764247858
2020-06-01 27.7485070601
2020-07-01 27.9364864399
2020-08-01 27.9895838326
2020-09-01 28.0712969005
2020-10-01 28.0001986793
2020-11-01 27.9578392117
2020-12-01 27.8793177659
2021-01-01 27.7644475798
2021-02-01 27.7732711546
2021-03-01 27.7325782432
2021-04-01 27.5747279487
2021-05-01 27.3598518310
2021-06-01 27.2541504368
2021-07-01 27.1311329137
2021-08-01 26.9890343084
2021-09-01 26.9684524616
2021-10-01 26.9033102031
2021-11-01 26.9799300358
2021-12-01 27.0053058953
2022-01-01 26.9633199302
2022-02-01 27.1581455033
2022-03-01 27.2235792578
2022-04-01 27.3538640945
2022-05-01 27.5510679983
2022-06-01 27.5566942994
2022-07-01 27.7176477989
2022-08-01 27.9976863703
2022-09-01 28.1808589475
2022-10-01 28.2136072375
2022-11-01 28.1913442055
2022-12-01 28.2214622736
2023-01-01 28.3578466511
2023-02-01 28.3417798631
2023-03-01 28.5191004389
2023-04-01 28.6413604808
2023-05-01 28.7415913032
2023-06-01 28.9459756796
2023-07-01 29.1139912832
2023-08-01 29.2157669299
2023-09-01 29.5017425073
2023-10-01 29.4213466752
2023-11-01 29.5018779962
2023-12-01 29.5300368151
2024-01-01 29.8408480096
2024-02-01 30.0294730663
2024-03-01 30.0163230250
2024-04-01 30.0289046776
2024-05-01 30.0375273070
2024-06-01 30.2309474554
2024-07-01 29.7163712660
2024-08-01 29.7368308280
2024-09-01 29.8266257309
2024-10-01 29.9325274751
2024-11-01 30.0051788433
2024-12-01 30.0256405897
2025-01-01 30.1237599984
2025-02-01 30.1117831808
2025-03-01 30.1184579275
2025-04-01 30.1227083875
2025-05-01 30.1376091969
2025-06-01 30.1155852074
2025-07-01 30.3209097093
2025-08-01 30.3565919052
2025-09-01 30.3441383672
2025-10-01 30.3389798145
2025-11-01 30.4023680247
2025-12-01 30.4191658655
2026-01-01 30.4146301188
2026-02-01 30.4036289544
2026-03-01 30.4184432347
2026-04-01 30.5211941163
2026-05-01 30.5418994215
2026-06-01 30.7038507225
2026-07-01 30.6213258169
2026-08-01 30.6679789926

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