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 2026-09-01
Last Updated 2026-10-20 10:43 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 13.6617259285
1990-02-01 13.4392797032
1990-03-01 13.6285466036
1990-04-01 13.5941713082
1990-05-01 13.6065513569
1990-06-01 13.5999171777
1990-07-01 13.6868138510
1990-08-01 13.6833428015
1990-09-01 13.6947970273
1990-10-01 13.6711830756
1990-11-01 13.7011135215
1990-12-01 13.7335348925
1991-01-01 13.0585362333
1991-02-01 13.1443979005
1991-03-01 13.3196843467
1991-04-01 13.1866192032
1991-05-01 13.2009546369
1991-06-01 13.2973275935
1991-07-01 13.3988534095
1991-08-01 13.4892203229
1991-09-01 13.5022450436
1991-10-01 13.5710537276
1991-11-01 13.6007930270
1991-12-01 13.6263739822
1992-01-01 13.6637431299
1992-02-01 13.7568738799
1992-03-01 13.7111012549
1992-04-01 13.7795029046
1992-05-01 13.8956277839
1992-06-01 13.7868473017
1992-07-01 14.1059072926
1992-08-01 13.9948507913
1992-09-01 14.1167108106
1992-10-01 14.0703674170
1992-11-01 14.0951596083
1992-12-01 14.1136218551
1993-01-01 14.2754747345
1993-02-01 14.2772640513
1993-03-01 14.2034036149
1993-04-01 14.2636954316
1993-05-01 14.1802394119
1993-06-01 14.2770824072
1993-07-01 14.1174324874
1993-08-01 14.1096974205
1993-09-01 14.0346691317
1993-10-01 14.1708846485
1993-11-01 14.1918289207
1993-12-01 14.1922488143
1994-01-01 14.1845423874
1994-02-01 14.0982363289
1994-03-01 14.2960233694
1994-04-01 14.2368235256
1994-05-01 14.3691647598
1994-06-01 14.3731573746
1994-07-01 14.3167956363
1994-08-01 14.4238306403
1994-09-01 14.4633747117
1994-10-01 14.4671106914
1994-11-01 14.4855898086
1994-12-01 14.5674296204
1995-01-01 14.6020441191
1995-02-01 14.6256671739
1995-03-01 14.6947000532
1995-04-01 14.6139797635
1995-05-01 14.5580842041
1995-06-01 14.6722717101
1995-07-01 14.8073057171
1995-08-01 14.8295071005
1995-09-01 14.8833006151
1995-10-01 14.8653430239
1995-11-01 14.9810565268
1995-12-01 14.9451308115
1996-01-01 14.8220057624
1996-02-01 14.9489400094
1996-03-01 14.9965492189
1996-04-01 15.1962348576
1996-05-01 15.2620416122
1996-06-01 15.3682089945
1996-07-01 15.1817676406
1996-08-01 15.1281793665
1996-09-01 15.1912817327
1996-10-01 15.3696125910
1996-11-01 15.3718098427
1996-12-01 15.5313839418
1997-01-01 15.5484099184
1997-02-01 15.5691507513
1997-03-01 15.6041725846
1997-04-01 15.6902413141
1997-05-01 15.7708553879
1997-06-01 15.7659468726
1997-07-01 15.8550321720
1997-08-01 15.8162340057
1997-09-01 15.7816997015
1997-10-01 15.9770176881
1997-11-01 15.9686689671
1997-12-01 15.9315025460
1998-01-01 16.1638129576
1998-02-01 16.2849913241
1998-03-01 16.2063466514
1998-04-01 16.1959335951
1998-05-01 16.0931017725
1998-06-01 16.0605384984
1998-07-01 16.0336203161
1998-08-01 16.1026319475
1998-09-01 16.0621685653
1998-10-01 15.9892277087
1998-11-01 15.9692427662
1998-12-01 15.8430378453
1999-01-01 15.7576319796
1999-02-01 15.7774177519
1999-03-01 15.7908235012
1999-04-01 16.0145145531
1999-05-01 16.1139118560
1999-06-01 16.2618410416
1999-07-01 16.3285682292
1999-08-01 16.2846533504
1999-09-01 16.5362257928
1999-10-01 16.4040421366
1999-11-01 16.5674048136
1999-12-01 16.6534888173
2000-01-01 16.6551785931
2000-02-01 16.6801238170
2000-03-01 16.7774643936
2000-04-01 16.7388995995
2000-05-01 16.7346110322
2000-06-01 16.8672006456
2000-07-01 17.1187392077
2000-08-01 17.0741913435
2000-09-01 17.1135593283
2000-10-01 17.1199054124
2000-11-01 17.0602747534
2000-12-01 17.0603677896
2001-01-01 17.1395135103
2001-02-01 17.1704351126
2001-03-01 17.2669662907
2001-04-01 17.2625933068
2001-05-01 17.2429632670
2001-06-01 17.3852035431
2001-07-01 17.2283930186
2001-08-01 17.4743795153
2001-09-01 17.4987122536
2001-10-01 17.5241711200
2001-11-01 17.5531248698
2001-12-01 17.6569338673
2002-01-01 17.9209801813
2002-02-01 17.9572429202
2002-03-01 17.8683912822
2002-04-01 17.8857055960
2002-05-01 17.9426701408
2002-06-01 17.9057629608
2002-07-01 17.9353294318
2002-08-01 17.9848975578
2002-09-01 17.9942849291
2002-10-01 18.0189350539
2002-11-01 18.1495231242
2002-12-01 18.1451207786
2003-01-01 18.1938092411
2003-02-01 18.2353039101
2003-03-01 18.3776713989
2003-04-01 18.3034228300
2003-05-01 18.3370345220
2003-06-01 18.3257938073
2003-07-01 18.4533924542
2003-08-01 18.3984262084
2003-09-01 18.2941361280
2003-10-01 18.5098512222
2003-11-01 18.5454933441
2003-12-01 18.5284459817
2004-01-01 18.5723781099
2004-02-01 18.6186474124
2004-03-01 18.6884976903
2004-04-01 18.8152331327
2004-05-01 18.9331065003
2004-06-01 19.0339760154
2004-07-01 19.1668948319
2004-08-01 19.3132049833
2004-09-01 19.5025887697
2004-10-01 19.5974860727
2004-11-01 19.7430464733
2004-12-01 19.9107549305
2005-01-01 19.9528498785
2005-02-01 20.1134989086
2005-03-01 20.1032255053
2005-04-01 20.2236979751
2005-05-01 20.4361668487
2005-06-01 20.4302762037
2005-07-01 20.6778386577
2005-08-01 20.8177160658
2005-09-01 20.9177554658
2005-10-01 20.9828473959
2005-11-01 20.8486922462
2005-12-01 21.1004734756
2006-01-01 21.1372707289
2006-02-01 21.1038601641
2006-03-01 21.2123822633
2006-04-01 21.2211018282
2006-05-01 21.2401706090
2006-06-01 21.3234873283
2006-07-01 21.1920689597
2006-08-01 21.3196447897
2006-09-01 21.4397193736
2006-10-01 21.3696692144
2006-11-01 21.5565767294
2006-12-01 21.7061623671
2007-01-01 21.9215011437
2007-02-01 21.8968381837
2007-03-01 22.0153490953
2007-04-01 22.0070879894
2007-05-01 22.0431381844
2007-06-01 22.3182215582
2007-07-01 22.0991129749
2007-08-01 22.0194715406
2007-09-01 22.1637127991
2007-10-01 22.3575530593
2007-11-01 22.4587693185
2007-12-01 22.5169266378
2008-01-01 22.7184372685
2008-02-01 22.7913037285
2008-03-01 22.8135704446
2008-04-01 22.9897136878
2008-05-01 23.0382111503
2008-06-01 23.2239208542
2008-07-01 23.2952019628
2008-08-01 23.4235319182
2008-09-01 23.3851845270
2008-10-01 23.4428269778
2008-11-01 23.4538639519
2008-12-01 23.5345096786
2009-01-01 23.5217974939
2009-02-01 23.5901116049
2009-03-01 23.6106738468
2009-04-01 23.6699848295
2009-05-01 23.7271654152
2009-06-01 23.7346296742
2009-07-01 23.7962947471
2009-08-01 23.8315431822
2009-09-01 23.8926988266
2009-10-01 23.9351686895
2009-11-01 24.0519815767
2009-12-01 24.0392792741
2010-01-01 24.1375832859
2010-02-01 23.9887545027
2010-03-01 24.2032311681
2010-04-01 24.2568457118
2010-05-01 24.3046157064
2010-06-01 24.2498895633
2010-07-01 24.5002515623
2010-08-01 24.5452025657
2010-09-01 24.5921912739
2010-10-01 24.7323603747
2010-11-01 24.7517954560
2010-12-01 24.7370428450
2011-01-01 24.7465679421
2011-02-01 24.7979431033
2011-03-01 24.7856060269
2011-04-01 25.0482386036
2011-05-01 24.8824349394
2011-06-01 24.8630222782
2011-07-01 24.9136737494
2011-08-01 24.8598860406
2011-09-01 24.9887198757
2011-10-01 25.1388129013
2011-11-01 25.0540788356
2011-12-01 25.1194158896
2012-01-01 25.2570674410
2012-02-01 25.4050274316
2012-03-01 25.5595421428
2012-04-01 25.6488284614
2012-05-01 25.7665914567
2012-06-01 25.8730810438
2012-07-01 25.9260176491
2012-08-01 26.0730209962
2012-09-01 26.2863399669
2012-10-01 26.0511669138
2012-11-01 26.0534858644
2012-12-01 26.0995220732
2013-01-01 25.9548377008
2013-02-01 25.9128822357
2013-03-01 25.8339957793
2013-04-01 25.9563987101
2013-05-01 25.7634803169
2013-06-01 25.6782950568
2013-07-01 25.4428299661
2013-08-01 25.5800874874
2013-09-01 25.5744306994
2013-10-01 25.6681581455
2013-11-01 25.6542355013
2013-12-01 25.5805708524
2014-01-01 25.8500592681
2014-02-01 25.8163078646
2014-03-01 25.9137631925
2014-04-01 25.9729368763
2014-05-01 25.9716882557
2014-06-01 25.8782484894
2014-07-01 25.8444389597
2014-08-01 25.8875257566
2014-09-01 25.8650091854
2014-10-01 25.8806165503
2014-11-01 25.9460298324
2014-12-01 25.9728403900
2015-01-01 25.8365095514
2015-02-01 25.9223120327
2015-03-01 25.9018146204
2015-04-01 25.7921375643
2015-05-01 25.7852130270
2015-06-01 25.8700915325
2015-07-01 25.9458386035
2015-08-01 25.9901815241
2015-09-01 26.1536027710
2015-10-01 25.8856475892
2015-11-01 25.9388507072
2015-12-01 25.9753521419
2016-01-01 26.0276566534
2016-02-01 26.0245379028
2016-03-01 26.1011349495
2016-04-01 26.2105696648
2016-05-01 26.2976266733
2016-06-01 26.1598295826
2016-07-01 26.5437751173
2016-08-01 26.3834475960
2016-09-01 26.5409806782
2016-10-01 26.5882403881
2016-11-01 26.5308096519
2016-12-01 26.3876042141
2017-01-01 26.6185339390
2017-02-01 26.8378121960
2017-03-01 26.7103547204
2017-04-01 26.7217023904
2017-05-01 26.8014475993
2017-06-01 26.9473053113
2017-07-01 27.1451544043
2017-08-01 27.1664264747
2017-09-01 27.2209000942
2017-10-01 27.4882439119
2017-11-01 27.7300198845
2017-12-01 27.8009514237
2018-01-01 27.9226407115
2018-02-01 28.0554469559
2018-03-01 28.1211861678
2018-04-01 28.1253859111
2018-05-01 28.2006866258
2018-06-01 28.3394871552
2018-07-01 28.2394327749
2018-08-01 28.3413703418
2018-09-01 28.4035442226
2018-10-01 28.4909556287
2018-11-01 28.5289731617
2018-12-01 28.7235888982
2019-01-01 28.9365306889
2019-02-01 29.2747986948
2019-03-01 29.1320996233
2019-04-01 29.3194025045
2019-05-01 29.3875464241
2019-06-01 29.3383202791
2019-07-01 29.3381474746
2019-08-01 29.5096126133
2019-09-01 29.4816861756
2019-10-01 29.5922564858
2019-11-01 29.8388196869
2019-12-01 29.8501563396
2020-01-01 29.7568390284
2020-02-01 29.6853507949
2020-03-01 29.6348549678
2020-04-01 25.9878814519
2020-05-01 26.5764609360
2020-06-01 27.7488970940
2020-07-01 27.9370805530
2020-08-01 27.9901831877
2020-09-01 28.0698382107
2020-10-01 28.0003026606
2020-11-01 27.9577521986
2020-12-01 27.8789332175
2021-01-01 27.7659454636
2021-02-01 27.7723145855
2021-03-01 27.7319044238
2021-04-01 27.5742387249
2021-05-01 27.3596448491
2021-06-01 27.2547603371
2021-07-01 27.1324111901
2021-08-01 26.9924173032
2021-09-01 26.9654310278
2021-10-01 26.9029943609
2021-11-01 26.9794590328
2021-12-01 27.0044727785
2022-01-01 26.9644003393
2022-02-01 27.1567814209
2022-03-01 27.2226535304
2022-04-01 27.3532251357
2022-05-01 27.5509079927
2022-06-01 27.5582812437
2022-07-01 27.7201342013
2022-08-01 28.0042478821
2022-09-01 28.1763864765
2022-10-01 28.2121156978
2022-11-01 28.1895426391
2022-12-01 28.2194030140
2023-01-01 28.3582583682
2023-02-01 28.3398246955
2023-03-01 28.5181291270
2023-04-01 28.6411257565
2023-05-01 28.7419558288
2023-06-01 28.9491238665
2023-07-01 29.1189143897
2023-08-01 29.2280744227
2023-09-01 29.4929055247
2023-10-01 29.4172138387
2023-11-01 29.4976573606
2023-12-01 29.5260480447
2024-01-01 29.8396588122
2024-02-01 30.0277847284
2024-03-01 30.0165079219
2024-04-01 30.0300644461
2024-05-01 30.0392111912
2024-06-01 30.2361430235
2024-07-01 29.7239501499
2024-08-01 29.7528771727
2024-09-01 29.8141328276
2024-10-01 29.9254572119
2024-11-01 29.9982264828
2024-12-01 30.0195322066
2025-01-01 30.1210169955
2025-02-01 30.1106117723
2025-03-01 30.1201262316
2025-04-01 30.1256060172
2025-05-01 30.1405789044
2025-06-01 30.1221086264
2025-07-01 30.3309308878
2025-08-01 30.3772671606
2025-09-01 30.3275146102
2025-10-01 30.3286743205
2025-11-01 30.3928599923
2025-12-01 30.4111877971
2026-01-01 30.4103608196
2026-02-01 30.4033428874
2026-03-01 30.4218903578
2026-04-01 30.5258949940
2026-05-01 30.5462892727
2026-06-01 30.7117420786
2026-07-01 30.6328280058
2026-08-01 30.6895361530
2026-09-01 30.8352470715

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