Table Data - All Employees: Education and Health Services: Child Care Services in Pennsylvania

Title All Employees: Education and Health Services: Child Care Services in Pennsylvania
Series ID SMU42000006562440001SA
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 2:16 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 18.6760271532536
1990-02-01 18.6682654242128
1990-03-01 18.6505413443602
1990-04-01 18.6380074910148
1990-05-01 18.4772649152849
1990-06-01 19.1057410554135
1990-07-01 19.7417428508202
1990-08-01 19.5756088439285
1990-09-01 18.7747927885404
1990-10-01 19.0173808677638
1990-11-01 18.9776952740118
1990-12-01 18.9957863464679
1991-01-01 19.6706804473407
1991-02-01 19.5800734926170
1991-03-01 19.7455596567470
1991-04-01 20.1125161782463
1991-05-01 20.3794021796956
1991-06-01 20.7292996200386
1991-07-01 21.0491049333076
1991-08-01 21.4014843866697
1991-09-01 21.6833863658959
1991-10-01 21.9004418301597
1991-11-01 22.1478066975931
1991-12-01 22.4624688415927
1992-01-01 22.4739147730062
1992-02-01 22.6135161730925
1992-03-01 22.9350175601705
1992-04-01 23.0065769225153
1992-05-01 23.1013948532813
1992-06-01 23.0473239647755
1992-07-01 23.0326233122455
1992-08-01 23.1245238078706
1992-09-01 23.3879061811452
1992-10-01 24.0836230061176
1992-11-01 24.0172678904870
1992-12-01 24.1278555106973
1993-01-01 24.4765004487130
1993-02-01 24.6434564728917
1993-03-01 24.6496936266198
1993-04-01 24.9288894153085
1993-05-01 25.0469949718936
1993-06-01 25.1268854813457
1993-07-01 25.3777489057620
1993-08-01 25.4212179226967
1993-09-01 25.7940420512661
1993-10-01 26.0664898172999
1993-11-01 26.2108286399658
1993-12-01 26.3853005571377
1994-01-01 26.5124505852924
1994-02-01 26.6900900185753
1994-03-01 26.9701492570677
1994-04-01 27.0845294853125
1994-05-01 27.2811484142440
1994-06-01 27.2570178730895
1994-07-01 27.8979968082056
1994-08-01 28.0710316507730
1994-09-01 28.2165628359749
1994-10-01 28.0614254772374
1994-11-01 28.1221080088860
1994-12-01 28.2766145074956
1995-01-01 28.3528738160577
1995-02-01 28.4265690769610
1995-03-01 28.5276502142193
1995-04-01 28.4473535763339
1995-05-01 28.3837494319260
1995-06-01 28.4560497598820
1995-07-01 27.9197152836809
1995-08-01 28.1777072313438
1995-09-01 28.4801343044358
1995-10-01 28.2636863013071
1995-11-01 28.2279368515831
1995-12-01 28.2707204000475
1996-01-01 27.8871793829293
1996-02-01 28.4850475518816
1996-03-01 28.5094067335637
1996-04-01 28.7027380450070
1996-05-01 28.7649561103235
1996-06-01 28.6702144977148
1996-07-01 28.7300214627452
1996-08-01 28.8395284024243
1996-09-01 28.7652483826752
1996-10-01 29.2855803948929
1996-11-01 29.3177519457309
1996-12-01 29.3700349389008
1997-01-01 29.4086943155728
1997-02-01 29.5592898500045
1997-03-01 29.6000774212945
1997-04-01 29.5669403070336
1997-05-01 29.7754642410761
1997-06-01 29.8839061496205
1997-07-01 29.8868240456735
1997-08-01 30.0799995396615
1997-09-01 30.0363581013073
1997-10-01 30.0330646667223
1997-11-01 30.2258888735320
1997-12-01 30.3866912454079
1998-01-01 30.6206866383445
1998-02-01 30.6442781978536
1998-03-01 30.7844678372656
1998-04-01 30.9109384006188
1998-05-01 30.9204539776151
1998-06-01 31.3190801443090
1998-07-01 30.8688072118451
1998-08-01 30.9229018500281
1998-09-01 30.8927568663222
1998-10-01 30.9801843849544
1998-11-01 30.9753844244556
1998-12-01 30.9329705334376
1999-01-01 30.7501737568026
1999-02-01 30.7144037430019
1999-03-01 30.7339710899589
1999-04-01 30.7552137246674
1999-05-01 30.4691809399053
1999-06-01 30.7578512974908
1999-07-01 31.1045921334442
1999-08-01 30.5846755187096
1999-09-01 31.1238884826730
1999-10-01 30.7531300403271
1999-11-01 30.7665580197826
1999-12-01 30.7130087036673
2000-01-01 30.7775282767662
2000-02-01 30.8663480045708
2000-03-01 30.7487467886000
2000-04-01 30.7870687274856
2000-05-01 30.7904013224992
2000-06-01 30.9170840655882
2000-07-01 31.2502082890445
2000-08-01 31.4608987417380
2000-09-01 31.1432099979258
2000-10-01 31.4299743884205
2000-11-01 31.4752558273730
2000-12-01 31.6860207073704
2001-01-01 32.0144498208898
2001-02-01 32.2134498538071
2001-03-01 32.4432044611178
2001-04-01 32.6277160176811
2001-05-01 32.7790396103306
2001-06-01 32.8825769220504
2001-07-01 33.0632842526551
2001-08-01 33.5451627645108
2001-09-01 33.2198344873211
2001-10-01 33.3242339466178
2001-11-01 33.5669162364201
2001-12-01 33.7118165359863
2002-01-01 33.8607779746991
2002-02-01 33.9654824004636
2002-03-01 34.2437290206855
2002-04-01 34.1633872276660
2002-05-01 34.1767834605808
2002-06-01 34.1487095647658
2002-07-01 34.1526824143966
2002-08-01 34.3571572466281
2002-09-01 33.9766859947647
2002-10-01 33.7716699353145
2002-11-01 33.7281167066881
2002-12-01 33.7070285995982
2003-01-01 33.7982746743566
2003-02-01 33.8913331122758
2003-03-01 33.8851305037451
2003-04-01 33.9920837054483
2003-05-01 34.1822578780320
2003-06-01 34.7316341565156
2003-07-01 34.4214449560901
2003-08-01 34.6024588675962
2003-09-01 34.5290233188883
2003-10-01 34.5789397992155
2003-11-01 34.5441433271033
2003-12-01 34.6730100252177
2004-01-01 34.5286158212523
2004-02-01 34.5058415808402
2004-03-01 34.6188005003924
2004-04-01 34.6956311144442
2004-05-01 34.7019510532115
2004-06-01 35.3213275708685
2004-07-01 34.9462316194568
2004-08-01 35.3077457686028
2004-09-01 35.0181086092910
2004-10-01 35.0503826086940
2004-11-01 35.1298456129850
2004-12-01 35.1667647004220
2005-01-01 35.3199488877692
2005-02-01 35.3771470411863
2005-03-01 35.2218084759803
2005-04-01 35.3819334339728
2005-05-01 35.4945967172288
2005-06-01 35.4169917936458
2005-07-01 35.8319619639637
2005-08-01 35.9705192470409
2005-09-01 36.1398079725814
2005-10-01 36.1305152129753
2005-11-01 36.1934722881254
2005-12-01 36.2658171113170
2006-01-01 36.2159866204928
2006-02-01 36.2303959178789
2006-03-01 36.3726763971471
2006-04-01 36.5268853260476
2006-05-01 36.6541904604204
2006-06-01 36.7972990172840
2006-07-01 36.9622952408282
2006-08-01 37.1763964551300
2006-09-01 37.2031021042379
2006-10-01 37.5253386822361
2006-11-01 37.6656494235775
2006-12-01 37.8885692434240
2007-01-01 38.1061869536159
2007-02-01 38.1391940400404
2007-03-01 38.2856971033565
2007-04-01 38.2627242407199
2007-05-01 38.3689008875129
2007-06-01 38.7729927093459
2007-07-01 38.7393370439219
2007-08-01 38.8167824418015
2007-09-01 39.1577685185621
2007-10-01 39.3387648441086
2007-11-01 39.6386058797401
2007-12-01 39.4973775371633
2008-01-01 39.8901550400662
2008-02-01 40.1693358672454
2008-03-01 40.2077074040184
2008-04-01 40.5549593462825
2008-05-01 40.7591252621204
2008-06-01 40.9975662058722
2008-07-01 41.2455981906416
2008-08-01 41.8427894998176
2008-09-01 41.3986168933085
2008-10-01 41.4232919618509
2008-11-01 41.4162131624652
2008-12-01 41.4869876626664
2009-01-01 41.3532164489304
2009-02-01 41.4231805822726
2009-03-01 41.3439355896193
2009-04-01 40.9698674017754
2009-05-01 40.8522086101925
2009-06-01 40.6642784812050
2009-07-01 40.4726239059953
2009-08-01 39.7599507349256
2009-09-01 38.7848031255863
2009-10-01 38.9679961580601
2009-11-01 39.3826182518322
2009-12-01 39.3452527872071
2010-01-01 39.4967869249115
2010-02-01 39.3324980583575
2010-03-01 39.5326386978253
2010-04-01 39.7867373618889
2010-05-01 39.7836831085719
2010-06-01 39.7738293718140
2010-07-01 39.9769738336841
2010-08-01 40.1144409432249
2010-09-01 40.3464295099255
2010-10-01 40.4759509540552
2010-11-01 40.4499207604062
2010-12-01 40.3011545297753
2011-01-01 40.1515418077907
2011-02-01 40.1358718682375
2011-03-01 39.9582731646984
2011-04-01 39.9614338165235
2011-05-01 40.0605733289027
2011-06-01 40.0357097842737
2011-07-01 40.1296407029448
2011-08-01 40.3169431482431
2011-09-01 40.7183190151568
2011-10-01 40.7019476206542
2011-11-01 40.7196793535012
2011-12-01 40.9751101896643
2012-01-01 40.8989231169855
2012-02-01 41.0689232194426
2012-03-01 41.3127885876593
2012-04-01 41.2515899987944
2012-05-01 41.2757582675509
2012-06-01 41.0403668706050
2012-07-01 41.0940507187566
2012-08-01 41.0397371729719
2012-09-01 41.0448192288207
2012-10-01 40.8749006846958
2012-11-01 40.7922570214226
2012-12-01 40.6868230214261
2013-01-01 40.7546462067077
2013-02-01 40.7009983942704
2013-03-01 40.4990629728055
2013-04-01 40.4717044158536
2013-05-01 39.9822175312610
2013-06-01 40.0802274282915
2013-07-01 39.9473682740342
2013-08-01 39.9394858543304
2013-09-01 39.9335153285363
2013-10-01 39.9912356145003
2013-11-01 39.9632741321564
2013-12-01 39.9317014661711
2014-01-01 40.0317441989892
2014-02-01 39.9582077488066
2014-03-01 40.3774082333162
2014-04-01 39.7020256382730
2014-05-01 40.0792753306073
2014-06-01 40.2871104666784
2014-07-01 40.3107537755555
2014-08-01 40.7249076657442
2014-09-01 40.7386058606168
2014-10-01 40.8510089435995
2014-11-01 40.9614386936628
2014-12-01 41.1887663824783
2015-01-01 41.1429848911135
2015-02-01 41.1801589142202
2015-03-01 41.2399671861748
2015-04-01 41.3376420377791
2015-05-01 41.5824269462012
2015-06-01 41.5081872826555
2015-07-01 41.6119183970594
2015-08-01 41.4507066383889
2015-09-01 41.4191099386069
2015-10-01 41.8213631337135
2015-11-01 42.0742161987494
2015-12-01 41.9643644905863
2016-01-01 42.3695289098785
2016-02-01 42.6700011988677
2016-03-01 42.9325568894729
2016-04-01 43.7900370493985
2016-05-01 43.9415139241660
2016-06-01 43.9337987802700
2016-07-01 44.0627577284595
2016-08-01 44.1552184253666
2016-09-01 44.1666111943284
2016-10-01 44.1875538569575
2016-11-01 44.2198492641632
2016-12-01 44.3875665976438
2017-01-01 44.4810613840670
2017-02-01 44.5415168002359
2017-03-01 44.4834752699703
2017-04-01 44.5762525638374
2017-05-01 44.4554586001717
2017-06-01 44.4881780122930
2017-07-01 44.8786212870852
2017-08-01 44.8534599326905
2017-09-01 45.2001785079072
2017-10-01 45.1967335907876
2017-11-01 45.0400916218327
2017-12-01 45.4542367088195
2018-01-01 45.7929123699167
2018-02-01 46.1079372533932
2018-03-01 46.4558340229773
2018-04-01 46.5078889766215
2018-05-01 46.6938807139124
2018-06-01 46.8554159475684
2018-07-01 46.8642391561157
2018-08-01 47.0227412199522
2018-09-01 47.0281885938603
2018-10-01 47.1525460665633
2018-11-01 47.2167383221699
2018-12-01 47.3362523434395
2019-01-01 47.5316296866660
2019-02-01 47.5176246578499
2019-03-01 47.7815127053801
2019-04-01 47.7251767503940
2019-05-01 47.9388878466234
2019-06-01 48.1769326855842
2019-07-01 48.0309772035675
2019-08-01 48.3349119931111
2019-09-01 47.9301980155888
2019-10-01 47.9545172149955
2019-11-01 47.8291999359021
2019-12-01 48.1037213918707
2020-01-01 48.0952697699459
2020-02-01 48.2697735306237
2020-03-01 47.7762956875410
2020-04-01 23.3030360494152
2020-05-01 26.6825173280012
2020-06-01 33.5302136186225
2020-07-01 36.0299169858417
2020-08-01 37.7708688298881
2020-09-01 40.5937452185208
2020-10-01 41.2732394363657
2020-11-01 40.9427641376740
2020-12-01 40.4795016018696
2021-01-01 40.8650606329185
2021-02-01 41.1901774034163
2021-03-01 41.5456897432257
2021-04-01 41.7502628787890
2021-05-01 41.7156726940941
2021-06-01 41.4501254919959
2021-07-01 41.8114878046468
2021-08-01 41.9297506572580
2021-09-01 42.3286164972127
2021-10-01 42.8220222227946
2021-11-01 43.1249118522789
2021-12-01 43.4928495743087
2022-01-01 42.6856869508302
2022-02-01 43.2913413622319
2022-03-01 43.6201984235415
2022-04-01 44.0324638745298
2022-05-01 44.3159786330690
2022-06-01 44.8111314265496
2022-07-01 45.4824609962127
2022-08-01 45.7456693498260
2022-09-01 46.3860717229693
2022-10-01 46.0445973050484
2022-11-01 46.1644915150955
2022-12-01 46.7271952750739
2023-01-01 46.8717469591274
2023-02-01 47.1448341132501
2023-03-01 47.4654715315577
2023-04-01 47.6508993281352
2023-05-01 47.8788484490055
2023-06-01 48.2556484766674
2023-07-01 48.1159727373111
2023-08-01 48.4637097104206
2023-09-01 48.9780840257711
2023-10-01 49.0351167828358
2023-11-01 49.2561833876412
2023-12-01 49.6099292749186
2024-01-01 50.0370314326750
2024-02-01 50.4431036035948
2024-03-01 50.6344685166424
2024-04-01 50.7904404268718
2024-05-01 50.9211727054690
2024-06-01 50.9730749818576
2024-07-01 50.8445211262418
2024-08-01 50.5594647476799
2024-09-01 50.1142922196599
2024-10-01 49.9043425213997
2024-11-01 49.9853875049399
2024-12-01 50.0994749924446
2025-01-01 50.2236038057092
2025-02-01 50.2424416821482
2025-03-01 50.3809914146629
2025-04-01 50.2964005253791
2025-05-01 51.0524199083200
2025-06-01 52.9370612165176
2025-07-01 54.0167461934245
2025-08-01 55.0008165234000
2025-09-01 50.8367121186716
2025-10-01 51.6213759677804
2025-11-01 51.9874777983886
2025-12-01 52.0130703154351

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