Table Data - All Employees: Education and Health Services: Private Elementary and Secondary Schools in Pennsylvania

Title All Employees: Education and Health Services: Private Elementary and Secondary Schools in Pennsylvania
Series ID SMU42000006561110001SA
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 2026-04-01
Last Updated 2026-05-26 1:10 PM 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 33.5018159062572
1990-02-01 33.4398923544797
1990-03-01 33.4324759353524
1990-04-01 33.4638713455774
1990-05-01 33.4923655514754
1990-06-01 33.8826374320634
1990-07-01 34.3008397938354
1990-08-01 34.4875409812202
1990-09-01 33.9763364665223
1990-10-01 33.8761831207745
1990-11-01 33.9727737358555
1990-12-01 34.1794446186861
1991-01-01 33.8087879489337
1991-02-01 33.8331821886076
1991-03-01 33.9156981362908
1991-04-01 33.7451067899936
1991-05-01 33.8848803381105
1991-06-01 34.1077798971279
1991-07-01 34.2175652269537
1991-08-01 34.2929007526146
1991-09-01 34.1851429701908
1991-10-01 34.1672976820127
1991-11-01 34.2772845039750
1991-12-01 34.2881238861700
1992-01-01 34.6183539387171
1992-02-01 34.6159825025251
1992-03-01 34.6791098442788
1992-04-01 34.9060889879240
1992-05-01 34.9557375971827
1992-06-01 34.8725354410572
1992-07-01 34.9541476320377
1992-08-01 34.7184850181292
1992-09-01 35.1946582126390
1992-10-01 35.2433846085424
1992-11-01 35.2656773515502
1992-12-01 35.2911768129091
1993-01-01 35.3398454230469
1993-02-01 35.4929838948915
1993-03-01 35.4443786128309
1993-04-01 35.6607366159239
1993-05-01 35.7100076709295
1993-06-01 35.9640651314870
1993-07-01 35.7945166058914
1993-08-01 35.7608208630714
1993-09-01 36.1877962255921
1993-10-01 36.9178785624674
1993-11-01 36.6417838530906
1993-12-01 36.7761267779910
1994-01-01 36.8781682704599
1994-02-01 36.8653274014100
1994-03-01 37.1139573481525
1994-04-01 37.1420336054787
1994-05-01 37.1565835324418
1994-06-01 37.3534803108790
1994-07-01 38.0384884360781
1994-08-01 37.8052696301351
1994-09-01 37.7769978387925
1994-10-01 37.9814793723163
1994-11-01 37.9880732314524
1994-12-01 38.1390140095023
1995-01-01 38.7334569194235
1995-02-01 38.8690018117177
1995-03-01 39.1185212042855
1995-04-01 39.2451067754265
1995-05-01 39.3044488432353
1995-06-01 39.2092225639780
1995-07-01 39.3474166208187
1995-08-01 39.3258385656992
1995-09-01 39.4774706740897
1995-10-01 39.5587611945230
1995-11-01 39.6279809425453
1995-12-01 39.8066873993383
1996-01-01 39.3869988167296
1996-02-01 39.7942310446838
1996-03-01 39.7439855541096
1996-04-01 39.8744878486576
1996-05-01 39.9637025222226
1996-06-01 39.9216912008067
1996-07-01 39.9978362921863
1996-08-01 40.0311010441416
1996-09-01 40.2987478371088
1996-10-01 40.0483079471435
1996-11-01 40.1733774923071
1996-12-01 40.2823799422536
1997-01-01 40.2343254929708
1997-02-01 40.2452182822616
1997-03-01 40.2233276243445
1997-04-01 39.7811084415744
1997-05-01 39.9442512540531
1997-06-01 39.7855359054213
1997-07-01 39.5849857235809
1997-08-01 39.3932832053556
1997-09-01 40.0534878158476
1997-10-01 40.1627445836016
1997-11-01 39.9610933302959
1997-12-01 39.7918654566619
1998-01-01 39.5555570256776
1998-02-01 39.4944691083344
1998-03-01 39.5112008027110
1998-04-01 39.6848163071828
1998-05-01 39.7527664687910
1998-06-01 39.6185126766016
1998-07-01 39.3229487986536
1998-08-01 38.8084105313050
1998-09-01 39.3394345090766
1998-10-01 39.8905830304374
1998-11-01 39.6802609939585
1998-12-01 39.1236870706533
1999-01-01 39.5594620658722
1999-02-01 39.5621052182110
1999-03-01 39.6184770833853
1999-04-01 39.3654848916916
1999-05-01 39.3790627559072
1999-06-01 39.3398962469232
1999-07-01 39.4281927074670
1999-08-01 38.9657969364389
1999-09-01 39.2337203713860
1999-10-01 39.1462990472179
1999-11-01 39.1250492704767
1999-12-01 39.2948739864117
2000-01-01 39.3496261786341
2000-02-01 39.3313607363430
2000-03-01 39.1927918445588
2000-04-01 39.5546817133456
2000-05-01 39.3083294139722
2000-06-01 39.5815918806024
2000-07-01 39.6264949529037
2000-08-01 39.7225591666212
2000-09-01 39.4056215955193
2000-10-01 39.7885388687765
2000-11-01 39.6720509790952
2000-12-01 39.9436451072962
2001-01-01 40.1676027261210
2001-02-01 40.5135048218453
2001-03-01 40.9556475559562
2001-04-01 40.7609818561525
2001-05-01 40.8403477231642
2001-06-01 40.9424297433091
2001-07-01 41.0464636253891
2001-08-01 41.1615836945753
2001-09-01 40.9567933768928
2001-10-01 41.0103219408834
2001-11-01 40.8086043439286
2001-12-01 41.2754883446902
2002-01-01 41.6256161785276
2002-02-01 41.5819578013119
2002-03-01 41.5815678692243
2002-04-01 41.8060850295742
2002-05-01 42.3714297814648
2002-06-01 42.0263689869500
2002-07-01 42.1928773820309
2002-08-01 42.3163628633361
2002-09-01 42.5955075783387
2002-10-01 42.2958694528979
2002-11-01 42.6253763639032
2002-12-01 42.4702671053149
2003-01-01 42.8195836967845
2003-02-01 42.7452195226734
2003-03-01 43.0008848760951
2003-04-01 43.1662334644169
2003-05-01 43.2070923268320
2003-06-01 43.1214192983636
2003-07-01 42.9536965023012
2003-08-01 42.5840915959142
2003-09-01 42.9153256008167
2003-10-01 42.9793006453958
2003-11-01 42.7406709631606
2003-12-01 42.9611584198288
2004-01-01 42.2360325587039
2004-02-01 42.2778042885397
2004-03-01 42.4996301423346
2004-04-01 42.2179915919246
2004-05-01 42.4461237091761
2004-06-01 42.0175138483819
2004-07-01 43.0203674635791
2004-08-01 42.8922310880036
2004-09-01 42.8336201282246
2004-10-01 43.1619976547886
2004-11-01 43.2748490969092
2004-12-01 43.3477024570043
2005-01-01 43.3364234740855
2005-02-01 43.5827412334483
2005-03-01 43.5014291666272
2005-04-01 43.6538128284781
2005-05-01 43.6847397343755
2005-06-01 43.8085413072491
2005-07-01 43.9076400328683
2005-08-01 43.9095136714069
2005-09-01 43.8475727485092
2005-10-01 44.0626066087902
2005-11-01 44.1240027351407
2005-12-01 44.2595122861747
2006-01-01 44.1175415636106
2006-02-01 44.2646541406809
2006-03-01 44.2963982349808
2006-04-01 44.2658440402590
2006-05-01 44.1991652139856
2006-06-01 44.2891500050428
2006-07-01 44.5227637474924
2006-08-01 44.8451912730291
2006-09-01 44.4816482915894
2006-10-01 44.2940864947539
2006-11-01 44.1598044385132
2006-12-01 44.3725937566336
2007-01-01 44.3548854770524
2007-02-01 44.5634804624104
2007-03-01 44.5893078180158
2007-04-01 44.6642193451728
2007-05-01 44.6005910826366
2007-06-01 44.6833055380005
2007-07-01 44.7514054482264
2007-08-01 44.7716731872070
2007-09-01 44.8163522324504
2007-10-01 44.8576356908481
2007-11-01 44.5769642748961
2007-12-01 44.7995431382900
2008-01-01 45.1713504460699
2008-02-01 45.2743843245745
2008-03-01 45.1686492995335
2008-04-01 45.8554383960798
2008-05-01 45.5836272182286
2008-06-01 45.6762990185737
2008-07-01 45.6081526855554
2008-08-01 45.6925336208717
2008-09-01 46.1783399667187
2008-10-01 46.2256738280364
2008-11-01 46.2843645608279
2008-12-01 46.3299250333531
2009-01-01 46.3534189888831
2009-02-01 46.3900910625268
2009-03-01 46.5377612108432
2009-04-01 46.3624952832651
2009-05-01 46.4557189157867
2009-06-01 46.3739207556436
2009-07-01 46.1888878007807
2009-08-01 46.0134736779842
2009-09-01 45.5394492180084
2009-10-01 45.9883110237774
2009-11-01 46.0907566027134
2009-12-01 46.1609399764524
2010-01-01 45.9332554586242
2010-02-01 45.6894683818374
2010-03-01 45.8956977795833
2010-04-01 46.0834055082298
2010-05-01 45.9361089969128
2010-06-01 45.9837099538431
2010-07-01 46.3647194678521
2010-08-01 46.4348835236485
2010-09-01 45.8951958861572
2010-10-01 46.1393438679948
2010-11-01 46.2117430738361
2010-12-01 46.3887198415591
2011-01-01 45.6050861877810
2011-02-01 45.8894276164912
2011-03-01 45.7657921851837
2011-04-01 45.6929358205013
2011-05-01 45.7279361489291
2011-06-01 45.8059107099117
2011-07-01 45.7302046553979
2011-08-01 46.0680876143115
2011-09-01 45.4201364614533
2011-10-01 45.8736990916402
2011-11-01 45.9442300784593
2011-12-01 46.0313338796753
2012-01-01 46.3895655894649
2012-02-01 46.3715096327301
2012-03-01 46.3448574438311
2012-04-01 46.0947045290607
2012-05-01 46.1284644179812
2012-06-01 45.9336423640527
2012-07-01 45.3893506832827
2012-08-01 45.2200562026572
2012-09-01 45.4290458371703
2012-10-01 45.2831540585493
2012-11-01 45.2907390475360
2012-12-01 45.3907510211771
2013-01-01 45.3541440329189
2013-02-01 45.4491739177344
2013-03-01 45.5523565047453
2013-04-01 45.4759466333445
2013-05-01 45.5192884954142
2013-06-01 45.5651551520069
2013-07-01 46.0613541347764
2013-08-01 46.2119928411954
2013-09-01 46.2193208187002
2013-10-01 46.2766068150229
2013-11-01 46.2206039402836
2013-12-01 46.3368881967244
2014-01-01 46.3333398017431
2014-02-01 46.3197711601936
2014-03-01 46.5621552646391
2014-04-01 46.8597950520864
2014-05-01 47.0161752382849
2014-06-01 47.2149354376768
2014-07-01 47.1282026283944
2014-08-01 47.2142989126178
2014-09-01 47.3208330538767
2014-10-01 47.2616773095762
2014-11-01 47.3246045720842
2014-12-01 47.1595527684062
2015-01-01 47.2185327377959
2015-02-01 47.1922145185664
2015-03-01 47.1904601062090
2015-04-01 46.8379651484049
2015-05-01 47.1104347195188
2015-06-01 47.4782587086005
2015-07-01 47.5106225250101
2015-08-01 47.1135739495735
2015-09-01 47.1292404951394
2015-10-01 47.3532381533620
2015-11-01 47.3032927559540
2015-12-01 47.4576215019015
2016-01-01 47.7094956560060
2016-02-01 47.6479147285053
2016-03-01 47.7041496075924
2016-04-01 47.9413080264083
2016-05-01 47.9242251279819
2016-06-01 47.9651494786135
2016-07-01 48.5977369349248
2016-08-01 48.2096500993265
2016-09-01 48.2392697334939
2016-10-01 48.2359952706647
2016-11-01 48.2802687278633
2016-12-01 48.3366139824242
2017-01-01 48.2693996191902
2017-02-01 48.3904469604460
2017-03-01 48.4302235570064
2017-04-01 48.3760219747455
2017-05-01 48.4602520520663
2017-06-01 48.4494947192129
2017-07-01 48.3024545546511
2017-08-01 47.9082709820355
2017-09-01 48.2213891059414
2017-10-01 48.2073724957125
2017-11-01 48.3489498642475
2017-12-01 48.1048180799159
2018-01-01 48.0321115134871
2018-02-01 48.2519172950196
2018-03-01 48.1371410945372
2018-04-01 48.2223885996055
2018-05-01 48.3139933943735
2018-06-01 48.1363034779745
2018-07-01 48.0033878782668
2018-08-01 48.1223928086531
2018-09-01 48.5047950802383
2018-10-01 47.8509464957963
2018-11-01 47.8078383689487
2018-12-01 47.9621222322904
2019-01-01 47.8949856390811
2019-02-01 47.8310078940681
2019-03-01 47.9701070775530
2019-04-01 47.7600105991421
2019-05-01 47.6704197971966
2019-06-01 47.5088349373451
2019-07-01 47.8092713167241
2019-08-01 47.7342992063221
2019-09-01 47.7618843519307
2019-10-01 47.8061173785218
2019-11-01 47.7681851196101
2019-12-01 47.9435081381950
2020-01-01 48.0572363174554
2020-02-01 48.0296525826838
2020-03-01 47.6756225411922
2020-04-01 41.7850016151401
2020-05-01 42.0136851902740
2020-06-01 42.7909410113000
2020-07-01 41.8084211500152
2020-08-01 43.0630340824040
2020-09-01 43.2149769504822
2020-10-01 43.7616293146523
2020-11-01 44.0418642979562
2020-12-01 43.2318113937969
2021-01-01 43.2186688150414
2021-02-01 43.4205362905793
2021-03-01 43.8902889665041
2021-04-01 44.1032936437816
2021-05-01 44.2437582860728
2021-06-01 44.3687700716943
2021-07-01 43.8209912842467
2021-08-01 43.3609505287616
2021-09-01 44.5523611214201
2021-10-01 45.2427199585599
2021-11-01 45.9301834961784
2021-12-01 45.9394497163814
2022-01-01 45.9033999782975
2022-02-01 46.1214687930340
2022-03-01 46.1696096768734
2022-04-01 46.6045536409713
2022-05-01 46.6407159597538
2022-06-01 46.8380959308490
2022-07-01 47.1548868975345
2022-08-01 47.2589752077288
2022-09-01 47.5124776034821
2022-10-01 47.3337621890630
2022-11-01 47.7221192150570
2022-12-01 47.6310528886447
2023-01-01 48.1061369485244
2023-02-01 48.2215280541324
2023-03-01 48.3463942842706
2023-04-01 48.3020136591022
2023-05-01 48.5299890167222
2023-06-01 48.4950985525724
2023-07-01 48.8009367930853
2023-08-01 48.8179360548298
2023-09-01 49.1804093204625
2023-10-01 49.2524207581050
2023-11-01 49.3237120798550
2023-12-01 49.5297872427109
2024-01-01 49.7089170976334
2024-02-01 50.1313188143510
2024-03-01 50.3976608488654
2024-04-01 50.6983948930451
2024-05-01 51.1192065456772
2024-06-01 51.3458598542160
2024-07-01 51.6396589939088
2024-08-01 52.1814729563814
2024-09-01 52.3664920857100
2024-10-01 52.6612295828911
2024-11-01 52.8302564843535
2024-12-01 53.2150491052221
2025-01-01 53.3144100497652
2025-02-01 53.4420351808717
2025-03-01 53.4655611535402
2025-04-01 53.6032044423980
2025-05-01 53.6215487545890
2025-06-01 53.7680340955981
2025-07-01 53.7707972779595
2025-08-01 54.1365196942721
2025-09-01 53.7641149587222
2025-10-01 54.0641552237438
2025-11-01 54.2334924224604
2025-12-01 54.3083014411536
2026-01-01 54.4231128853071
2026-02-01 54.4620107782592
2026-03-01 54.8412873137950
2026-04-01 54.8981330103313

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