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 2025-12-01
Last Updated 2026-01-28 2:12 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 13.6618245960566
1990-02-01 13.4392227395761
1990-03-01 13.6285110758262
1990-04-01 13.5941339882362
1990-05-01 13.6065249179628
1990-06-01 13.5999066333848
1990-07-01 13.6868084423501
1990-08-01 13.6833479314546
1990-09-01 13.6948056349519
1990-10-01 13.6711996178862
1990-11-01 13.7011340229505
1990-12-01 13.7335623345935
1991-01-01 13.0586198984416
1991-02-01 13.1443440183550
1991-03-01 13.3196531822804
1991-04-01 13.1865861805224
1991-05-01 13.2009307850413
1991-06-01 13.2973196037966
1991-07-01 13.3988489989926
1991-08-01 13.4892255438192
1991-09-01 13.5022520700989
1991-10-01 13.5710686151465
1991-11-01 13.6008109816247
1991-12-01 13.6263978705912
1992-01-01 13.6638164323078
1992-02-01 13.7568206651134
1992-03-01 13.7110753225143
1992-04-01 13.7794753963522
1992-05-01 13.8956076578255
1992-06-01 13.7868434740738
1992-07-01 14.1059047305313
1992-08-01 13.9948566618776
1992-09-01 14.1167153901365
1992-10-01 14.0703800582238
1992-11-01 14.0951747443063
1992-12-01 14.1136406849309
1993-01-01 14.2755237092143
1993-02-01 14.2772217585034
1993-03-01 14.2033860570956
1993-04-01 14.2636762421087
1993-05-01 14.1802253605312
1993-06-01 14.2770824028767
1993-07-01 14.1174316721163
1993-08-01 14.1097031734206
1993-09-01 14.0346713537014
1993-10-01 14.1708932972212
1993-11-01 14.1918392361525
1993-12-01 14.1922605879145
1994-01-01 14.1845672502438
1994-02-01 14.0982081806455
1994-03-01 14.2960137892835
1994-04-01 14.2368130300804
1994-05-01 14.3691565766658
1994-06-01 14.3731615310014
1994-07-01 14.3167960690663
1994-08-01 14.4238361158344
1994-09-01 14.4633745210556
1994-10-01 14.4671156202831
1994-11-01 14.4855954924487
1994-12-01 14.5674353989771
1995-01-01 14.6020489645483
1995-02-01 14.6256520068279
1995-03-01 14.6946977048248
1995-04-01 14.6139759906253
1995-05-01 14.5580806438905
1995-06-01 14.6722765447185
1995-07-01 14.8073063200221
1995-08-01 14.8295111557164
1995-09-01 14.8832998220082
1995-10-01 14.8653446824169
1995-11-01 14.9810581898319
1995-12-01 14.9451324731304
1996-01-01 14.8220078375628
1996-02-01 14.9489296359184
1996-03-01 14.9965490815550
1996-04-01 15.1962343732351
1996-05-01 15.2620405870522
1996-06-01 15.3682126731155
1996-07-01 15.1817683139678
1996-08-01 15.1281822563495
1996-09-01 15.1912812021602
1996-10-01 15.3696126658311
1996-11-01 15.3718098266348
1996-12-01 15.5313839352201
1997-01-01 15.5484107914676
1997-02-01 15.5691450458714
1997-03-01 15.6041727321754
1997-04-01 15.6902417009930
1997-05-01 15.7708554991694
1997-06-01 15.7659479997733
1997-07-01 15.8550326183995
1997-08-01 15.8162362828502
1997-09-01 15.7817001397897
1997-10-01 15.9770170985270
1997-11-01 15.9686685885668
1997-12-01 15.9315020338434
1998-01-01 16.1638127477033
1998-02-01 16.2849903679740
1998-03-01 16.2063460282421
1998-04-01 16.1959334317394
1998-05-01 16.0931016691189
1998-06-01 16.0605390308392
1998-07-01 16.0336203769247
1998-08-01 16.1026334995482
1998-09-01 16.0621690721000
1998-10-01 15.9892273618699
1998-11-01 15.9692424547513
1998-12-01 15.8430374890031
1999-01-01 15.7576319060207
1999-02-01 15.7774173458516
1999-03-01 15.7908232764224
1999-04-01 16.0145144409288
1999-05-01 16.1139117962660
1999-06-01 16.2618411529906
1999-07-01 16.3285682137246
1999-08-01 16.2846541706232
1999-09-01 16.5362261479754
1999-10-01 16.4040419860026
1999-11-01 16.5674046398877
1999-12-01 16.6534886214248
2000-01-01 16.6551784614534
2000-02-01 16.6801236598815
2000-03-01 16.7774643436886
2000-04-01 16.7388995749466
2000-05-01 16.7346109927170
2000-06-01 16.8672006780653
2000-07-01 17.1187393250569
2000-08-01 17.0741914862090
2000-09-01 17.1135594896163
2000-10-01 17.1199054411999
2000-11-01 17.0602747005072
2000-12-01 17.0603676848944
2001-01-01 17.1395134433507
2001-02-01 17.1704350375349
2001-03-01 17.2669662642502
2001-04-01 17.2625933132131
2001-05-01 17.2429632618641
2001-06-01 17.3852035660564
2001-07-01 17.2283930643669
2001-08-01 17.4743795531142
2001-09-01 17.4987123129087
2001-10-01 17.5241711239328
2001-11-01 17.5531248497974
2001-12-01 17.6569338351552
2002-01-01 17.9209801501282
2002-02-01 17.9572429021389
2002-03-01 17.8683912704049
2002-04-01 17.8857056045921
2002-05-01 17.9426701399595
2002-06-01 17.9057629703094
2002-07-01 17.9353294468285
2002-08-01 17.9848975597175
2002-09-01 17.9942849459248
2002-10-01 18.0189350521571
2002-11-01 18.1495231217741
2002-12-01 18.1451207752967
2003-01-01 18.1938092328305
2003-02-01 18.2353039038618
2003-03-01 18.3776713970554
2003-04-01 18.3034228302357
2003-05-01 18.3370345166376
2003-06-01 18.3257938091058
2003-07-01 18.4533924627490
2003-08-01 18.3984262110948
2003-09-01 18.2941361307756
2003-10-01 18.5098512236359
2003-11-01 18.5454933439861
2003-12-01 18.5284459802593
2004-01-01 18.5723781054018
2004-02-01 18.6186474099006
2004-03-01 18.6884976898039
2004-04-01 18.8152331323784
2004-05-01 18.9331065002777
2004-06-01 19.0339760157329
2004-07-01 19.1668948347268
2004-08-01 19.3132049845230
2004-09-01 19.5025887706093
2004-10-01 19.5974860730235
2004-11-01 19.7430464730626
2004-12-01 19.9107549299962
2005-01-01 19.9528498762953
2005-02-01 20.1134989076377
2005-03-01 20.1032255055810
2005-04-01 20.2236979754190
2005-05-01 20.4361668491898
2005-06-01 20.4302762041603
2005-07-01 20.6778386586394
2005-08-01 20.8177160660573
2005-09-01 20.9177554652710
2005-10-01 20.9828473955007
2005-11-01 20.8486922453851
2005-12-01 21.1004734746375
2006-01-01 21.1372707281876
2006-02-01 21.1038601645530
2006-03-01 21.2123822643899
2006-04-01 21.2211018297058
2006-05-01 21.2401706103843
2006-06-01 21.3234873296279
2006-07-01 21.1920689614474
2006-08-01 21.3196447893612
2006-09-01 21.4397193703929
2006-10-01 21.3696692107457
2006-11-01 21.5565767243460
2006-12-01 21.7061623614409
2007-01-01 21.9215011394477
2007-02-01 21.8968381924100
2007-03-01 22.0153491026244
2007-04-01 22.0070880019674
2007-05-01 22.0431381990447
2007-06-01 22.3182215647584
2007-07-01 22.0991129732569
2007-08-01 22.0194715201978
2007-09-01 22.1637127682513
2007-10-01 22.3575530330264
2007-11-01 22.4587693049085
2007-12-01 22.5169266381880
2008-01-01 22.7184372791606
2008-02-01 22.7913037673883
2008-03-01 22.8135704898195
2008-04-01 22.9897137800781
2008-05-01 23.0382112106076
2008-06-01 23.2239208528367
2008-07-01 23.2952018889437
2008-08-01 23.4235317572295
2008-09-01 23.3851843389947
2008-10-01 23.4428268070268
2008-11-01 23.4538640031238
2008-12-01 23.5345098497231
2009-01-01 23.5217976945155
2009-02-01 23.5901117832539
2009-03-01 23.6106739775125
2009-04-01 23.6699850084285
2009-05-01 23.7271654888725
2009-06-01 23.7346295859328
2009-07-01 23.7962944916733
2009-08-01 23.8315427966293
2009-09-01 23.8926979813725
2009-10-01 23.9351683095257
2009-11-01 24.0519816949407
2009-12-01 24.0392803224721
2010-01-01 24.1375838193752
2010-02-01 23.9887549446626
2010-03-01 24.2032313881185
2010-04-01 24.2568460244811
2010-05-01 24.3046158477365
2010-06-01 24.2498895489063
2010-07-01 24.5002504195002
2010-08-01 24.5452017647727
2010-09-01 24.5921894870584
2010-10-01 24.7323592356457
2010-11-01 24.7517947203713
2010-12-01 24.7370456075980
2011-01-01 24.7465713215461
2011-02-01 24.7979433783314
2011-03-01 24.7856066425523
2011-04-01 25.0482395592121
2011-05-01 24.8824352308842
2011-06-01 24.8630217098162
2011-07-01 24.9136706381568
2011-08-01 24.8598834080225
2011-09-01 24.9887158452690
2011-10-01 25.1388103996519
2011-11-01 25.0540775918323
2011-12-01 25.1194218361262
2012-01-01 25.2570757522156
2012-02-01 25.4050293627481
2012-03-01 25.5595445829286
2012-04-01 25.6488305636797
2012-05-01 25.7665910706576
2012-06-01 25.8730780954455
2012-07-01 25.9260106199986
2012-08-01 26.0730147679280
2012-09-01 26.2863283509616
2012-10-01 26.0511634689941
2012-11-01 26.0534855529373
2012-12-01 26.0995333878048
2013-01-01 25.9548549283050
2013-02-01 25.9128890611330
2013-03-01 25.8340012341193
2013-04-01 25.9564029048119
2013-05-01 25.7634826665748
2013-06-01 25.6782853496247
2013-07-01 25.4428076345900
2013-08-01 25.5800808673421
2013-09-01 25.5744108370655
2013-10-01 25.6681490117084
2013-11-01 25.6542281019539
2013-12-01 25.5806116347048
2014-01-01 25.8500713785433
2014-02-01 25.8163462412642
2014-03-01 25.9137713757976
2014-04-01 25.9729448110467
2014-05-01 25.9716909229061
2014-06-01 25.8782236287135
2014-07-01 25.8443837950016
2014-08-01 25.8874962249537
2014-09-01 25.8649584328428
2014-10-01 25.8805964663383
2014-11-01 25.9460280802227
2014-12-01 25.9729386567299
2015-01-01 25.8365501515698
2015-02-01 25.9224165260749
2015-03-01 25.9018530709132
2015-04-01 25.7921609195650
2015-05-01 25.7852032812252
2015-06-01 25.8700113785078
2015-07-01 25.9456914602025
2015-08-01 25.9900625004335
2015-09-01 26.1534806292578
2015-10-01 25.8856143403432
2015-11-01 25.9388936896895
2015-12-01 25.9755664056447
2016-01-01 26.0277804077554
2016-02-01 26.0248024964762
2016-03-01 26.1012302543248
2016-04-01 26.2106130889949
2016-05-01 26.2975689784517
2016-06-01 26.1596182147335
2016-07-01 26.5434583911973
2016-08-01 26.3831776125067
2016-09-01 26.5407432468164
2016-10-01 26.5880990427139
2016-11-01 26.5310252436371
2016-12-01 26.3881309832399
2017-01-01 26.6186216266851
2017-02-01 26.8382799551718
2017-03-01 26.7104052040622
2017-04-01 26.7219936395683
2017-05-01 26.8015871179151
2017-06-01 26.9467167394296
2017-07-01 27.1445596542141
2017-08-01 27.1659405829730
2017-09-01 27.2205310602153
2017-10-01 27.4880097480022
2017-11-01 27.7304549475894
2017-12-01 27.8017889596001
2018-01-01 27.9225436366430
2018-02-01 28.0559950296875
2018-03-01 28.1211959809209
2018-04-01 28.1261328228820
2018-05-01 28.2013336975096
2018-06-01 28.3386999405937
2018-07-01 28.2386476654678
2018-08-01 28.3406170052668
2018-09-01 28.4027846492923
2018-10-01 28.4904022375463
2018-11-01 28.5295922730123
2018-12-01 28.7249179644910
2019-01-01 28.9342540337502
2019-02-01 29.2758920278826
2019-03-01 29.1327142296035
2019-04-01 29.3213148411489
2019-05-01 29.3906891117457
2019-06-01 29.3374702444805
2019-07-01 29.3370594438905
2019-08-01 29.5085619957941
2019-09-01 29.4770712695263
2019-10-01 29.5915770777284
2019-11-01 29.8395085503842
2019-12-01 29.8517693979144
2020-01-01 29.7526670950435
2020-02-01 29.6860842062033
2020-03-01 29.6377940785385
2020-04-01 25.9921186965988
2020-05-01 26.5828578321663
2020-06-01 27.7490564144073
2020-07-01 27.9354492444072
2020-08-01 27.9875744154826
2020-09-01 28.0587275713014
2020-10-01 27.9984719681722
2020-11-01 27.9579724717141
2020-12-01 27.8796827871457
2021-01-01 27.7607662969280
2021-02-01 27.7735804067315
2021-03-01 27.7381499923702
2021-04-01 27.5836620168651
2021-05-01 27.3747134174078
2021-06-01 27.2578970303113
2021-07-01 27.1281846470406
2021-08-01 26.9802749903053
2021-09-01 26.9471822724406
2021-10-01 26.8997858378944
2021-11-01 26.9800194680718
2021-12-01 27.0011628733060
2022-01-01 26.9663228836746
2022-02-01 27.1558098356396
2022-03-01 27.2335878411308
2022-04-01 27.3668418591756
2022-05-01 27.5763960180444
2022-06-01 27.5673512575333
2022-07-01 27.7115280042725
2022-08-01 27.9790260605682
2022-09-01 28.1498529306067
2022-10-01 28.2033234764641
2022-11-01 28.1900377955766
2022-12-01 28.2128349348596
2023-01-01 28.3709213221701
2023-02-01 28.3364861537441
2023-03-01 28.5316351785798
2023-04-01 28.6620106810453
2023-05-01 28.7777517007142
2023-06-01 28.9708566747935
2023-07-01 29.1011007046244
2023-08-01 29.1839028080603
2023-09-01 29.4611202753246
2023-10-01 29.4031916945638
2023-11-01 29.4991383999830
2023-12-01 29.5177746859733
2024-01-01 29.8667225106125
2024-02-01 30.0192976064024
2024-03-01 30.0304398333259
2024-04-01 30.0557357850532
2024-05-01 30.0824630601041
2024-06-01 30.3733748396499
2024-07-01 30.0944619565636
2024-08-01 29.8942308191899
2024-09-01 30.0806471330264
2024-10-01 30.2052247710667
2024-11-01 30.3000101415738
2024-12-01 30.4128024297860
2025-01-01 30.4579501359659
2025-02-01 30.6028026692347
2025-03-01 30.6307653562593
2025-04-01 30.7560221886750
2025-05-01 30.7874588942933
2025-06-01 30.8731278061627
2025-07-01 31.0886099029333
2025-08-01 31.2009952477544
2025-09-01 31.2966171472995
2025-10-01 31.4061401757332
2025-11-01 31.4961883402753
2025-12-01 31.5056538206082

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