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 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 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 35.4929838948914
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 37.7769978387924
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 39.9978362921862
1996-08-01 40.0311010441416
1996-09-01 40.2987478371088
1996-10-01 40.0483079471435
1996-11-01 40.1733774923071
1996-12-01 40.2823799422535
1997-01-01 40.2343254929709
1997-02-01 40.2452182822617
1997-03-01 40.2233276243446
1997-04-01 39.7811084415744
1997-05-01 39.9442512540532
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 39.9610933302958
1997-12-01 39.7918654566618
1998-01-01 39.5555570256775
1998-02-01 39.4944691083343
1998-03-01 39.5112008027116
1998-04-01 39.6848163071828
1998-05-01 39.7527664687910
1998-06-01 39.6185126766016
1998-07-01 39.3229487986535
1998-08-01 38.8084105313049
1998-09-01 39.3394345090765
1998-10-01 39.8905830304371
1998-11-01 39.6802609939583
1998-12-01 39.1236870706532
1999-01-01 39.5594620658722
1999-02-01 39.5621052182110
1999-03-01 39.6184770833865
1999-04-01 39.3654848916916
1999-05-01 39.3790627559074
1999-06-01 39.3398962469231
1999-07-01 39.4281927074667
1999-08-01 38.9657969364384
1999-09-01 39.2337203713857
1999-10-01 39.1462990472174
1999-11-01 39.1250492704764
1999-12-01 39.2948739864118
2000-01-01 39.3496261786344
2000-02-01 39.3313607363433
2000-03-01 39.1927918445607
2000-04-01 39.5546817133455
2000-05-01 39.3083294139723
2000-06-01 39.5815918806023
2000-07-01 39.6264949529032
2000-08-01 39.7225591666211
2000-09-01 39.4056215955188
2000-10-01 39.7885388687758
2000-11-01 39.6720509790941
2000-12-01 39.9436451072900
2001-01-01 40.1676027261333
2001-02-01 40.5135048218403
2001-03-01 40.9556475559528
2001-04-01 40.7609818561488
2001-05-01 40.8403477231654
2001-06-01 40.9424297433168
2001-07-01 41.0464636253988
2001-08-01 41.1615836945810
2001-09-01 40.9567933768928
2001-10-01 41.0103219408778
2001-11-01 40.8086043439183
2001-12-01 41.2754883446682
2002-01-01 41.6256161785442
2002-02-01 41.5819578012968
2002-03-01 41.5815678692140
2002-04-01 41.8060850295690
2002-05-01 42.3714297814750
2002-06-01 42.0263689869795
2002-07-01 42.1928773820669
2002-08-01 42.3163628633601
2002-09-01 42.5955075783445
2002-10-01 42.2958694528837
2002-11-01 42.6253763638728
2002-12-01 42.4702671052638
2003-01-01 42.8195836967935
2003-02-01 42.7452195226274
2003-03-01 43.0008848760464
2003-04-01 43.1662334643787
2003-05-01 43.2070923268404
2003-06-01 43.1214192984332
2003-07-01 42.9536965024026
2003-08-01 42.5840915961683
2003-09-01 42.9153256008979
2003-10-01 42.9793006454201
2003-11-01 42.7406709626129
2003-12-01 42.9611584197123
2004-01-01 42.2360325586392
2004-02-01 42.2778042884669
2004-03-01 42.4996301424155
2004-04-01 42.2179915922097
2004-05-01 42.4461237096205
2004-06-01 42.0175138488266
2004-07-01 43.0203674638001
2004-08-01 42.8922310879947
2004-09-01 42.8336201274193
2004-10-01 43.1619976538015
2004-11-01 43.2748490952004
2004-12-01 43.3477024568981
2005-01-01 43.3364234747659
2005-02-01 43.5827412345724
2005-03-01 43.5014291681012
2005-04-01 43.6538128306589
2005-05-01 43.6847397355176
2005-06-01 43.8085413074396
2005-07-01 43.9076400317150
2005-08-01 43.9095136717006
2005-09-01 43.8475727438319
2005-10-01 44.0626066040243
2005-11-01 44.1240027307047
2005-12-01 44.2595122862876
2006-01-01 44.1175415669339
2006-02-01 44.2646541462439
2006-03-01 44.2963982417527
2006-04-01 44.2658440477362
2006-05-01 44.1991652177386
2006-06-01 44.2891500054963
2006-07-01 44.5227637444889
2006-08-01 44.8451912705489
2006-09-01 44.4816482678505
2006-10-01 44.2940864807801
2006-11-01 44.1598044257098
2006-12-01 44.3725937502897
2007-01-01 44.3548854783091
2007-02-01 44.5634805391485
2007-03-01 44.5893078278689
2007-04-01 44.6642193536586
2007-05-01 44.6005910809812
2007-06-01 44.6833055272710
2007-07-01 44.7514054302378
2007-08-01 44.7716731724592
2007-09-01 44.8163521822018
2007-10-01 44.8576356694167
2007-11-01 44.5769642582249
2007-12-01 44.7995431234585
2008-01-01 45.1713504586093
2008-02-01 45.2743844752892
2008-03-01 45.1686493198798
2008-04-01 45.8554384135776
2008-05-01 45.5836272206729
2008-06-01 45.6762990079420
2008-07-01 45.6081526672224
2008-08-01 45.6925335269353
2008-09-01 46.1783398717746
2008-10-01 46.2256738136402
2008-11-01 46.2843645462776
2008-12-01 46.3299249986676
2009-01-01 46.3534190074514
2009-02-01 46.3900912935172
2009-03-01 46.5377612581223
2009-04-01 46.3624953643852
2009-05-01 46.4557190139040
2009-06-01 46.3739208539421
2009-07-01 46.1888871202278
2009-08-01 46.0134738068975
2009-09-01 45.5394491496779
2009-10-01 45.9883110857684
2009-11-01 46.0907566861529
2009-12-01 46.1609400162093
2010-01-01 45.9332555037568
2010-02-01 45.6894685570205
2010-03-01 45.8956976910832
2010-04-01 46.0834054029590
2010-05-01 45.9361089066643
2010-06-01 45.9837109025899
2010-07-01 46.3647179665971
2010-08-01 46.4348838334684
2010-09-01 45.8951959143632
2010-10-01 46.1393441502013
2010-11-01 46.2117433954072
2010-12-01 46.3887200528408
2011-01-01 45.6050861793329
2011-02-01 45.8894276193681
2011-03-01 45.7657915902505
2011-04-01 45.6929352128706
2011-05-01 45.7279357454623
2011-06-01 45.8059126175759
2011-07-01 45.7302026022459
2011-08-01 46.0680884590752
2011-09-01 45.4201367271801
2011-10-01 45.8736995560710
2011-11-01 45.9442305445540
2011-12-01 46.0313342456753
2012-01-01 46.3895657206604
2012-02-01 46.3715099991025
2012-03-01 46.3448574661912
2012-04-01 46.0946994343185
2012-05-01 46.1284648013880
2012-06-01 45.9336437650064
2012-07-01 45.3893525125266
2012-08-01 45.2200568405211
2012-09-01 45.4290456318232
2012-10-01 45.2831538584016
2012-11-01 45.2907388683499
2012-12-01 45.3907510734289
2013-01-01 45.3541441466132
2013-02-01 45.4491750652430
2013-03-01 45.5523584235714
2013-04-01 45.4759385636559
2013-05-01 45.5192902985049
2013-06-01 45.5651539408016
2013-07-01 46.0613672279688
2013-08-01 46.2119891329244
2013-09-01 46.2193159691068
2013-10-01 46.2766030159333
2013-11-01 46.2206023241649
2013-12-01 46.3368893295193
2014-01-01 46.3333429630146
2014-02-01 46.3197771374641
2014-03-01 46.5621622830443
2014-04-01 46.8597823130847
2014-05-01 47.0161706824268
2014-06-01 47.2149204446364
2014-07-01 47.1282200468050
2014-08-01 47.2142568016128
2014-09-01 47.3208471510125
2014-10-01 47.2617136604625
2014-11-01 47.3246499625909
2014-12-01 47.1595796312387
2015-01-01 47.2185273053401
2015-02-01 47.1921848704358
2015-03-01 47.1904262453946
2015-04-01 46.8379199224133
2015-05-01 47.1104099075675
2015-06-01 47.4782371516264
2015-07-01 47.5106477402820
2015-08-01 47.1134936917107
2015-09-01 47.1291745303788
2015-10-01 47.3533705433018
2015-11-01 47.3034842245318
2015-12-01 47.4577739423519
2016-01-01 47.7095463450747
2016-02-01 47.6478597744201
2016-03-01 47.7040383400246
2016-04-01 47.9411666149792
2016-05-01 47.9241141910243
2016-06-01 47.9650537671784
2016-07-01 48.5976538774728
2016-08-01 48.2093694462753
2016-09-01 48.2389958153915
2016-10-01 48.2362497380059
2016-11-01 48.2808293271987
2016-12-01 48.3373066891567
2017-01-01 48.2701365751195
2017-02-01 48.3911941523925
2017-03-01 48.4281848231345
2017-04-01 48.3749639174933
2017-05-01 48.4598970905003
2017-06-01 48.4517854767691
2017-07-01 48.3014731909739
2017-08-01 47.9072092584453
2017-09-01 48.2203095845256
2017-10-01 48.2080013783694
2017-11-01 48.3490014475277
2017-12-01 48.1049983548401
2018-01-01 48.0375072875991
2018-02-01 48.2529663212389
2018-03-01 48.1324406449905
2018-04-01 48.2201462238480
2018-05-01 48.3136566752848
2018-06-01 48.1415548921294
2018-07-01 48.0006707951591
2018-08-01 48.1208907160039
2018-09-01 48.5031683671000
2018-10-01 47.8515465885405
2018-11-01 47.8059763058132
2018-12-01 47.9629991538510
2019-01-01 47.9043602590684
2019-02-01 47.8320181863028
2019-03-01 47.9627953793994
2019-04-01 47.7568863024663
2019-05-01 47.6704837470714
2019-06-01 47.5174273101375
2019-07-01 47.8050178291257
2019-08-01 47.7323263600864
2019-09-01 47.7594519610266
2019-10-01 47.8063018052286
2019-11-01 47.7640237592988
2019-12-01 47.9447255187453
2020-01-01 48.0731899989029
2020-02-01 48.0298117337041
2020-03-01 47.6670908207889
2020-04-01 41.7806411190654
2020-05-01 42.0126676023088
2020-06-01 42.7988856016137
2020-07-01 41.8026515381514
2020-08-01 43.0616030494155
2020-09-01 43.2142537498066
2020-10-01 43.7636042112767
2020-11-01 44.0369769713674
2020-12-01 43.2294151115423
2021-01-01 43.2422181972991
2021-02-01 43.4246327132059
2021-03-01 43.8821401105112
2021-04-01 44.0941685373926
2021-05-01 44.2402630666919
2021-06-01 44.3707426408222
2021-07-01 43.8066153328760
2021-08-01 43.3561355276990
2021-09-01 44.5518201298760
2021-10-01 45.2551086956168
2021-11-01 45.9136466467578
2021-12-01 45.9579750855169
2022-01-01 45.9536955443396
2022-02-01 46.1347600350701
2022-03-01 46.1511760766828
2022-04-01 46.5821543073594
2022-05-01 46.6185866196669
2022-06-01 46.8311223897907
2022-07-01 47.1195177671291
2022-08-01 47.2451893233863
2022-09-01 47.5168767360501
2022-10-01 47.3664817522448
2022-11-01 47.6993388086842
2022-12-01 47.6900183257693
2023-01-01 48.1926587939491
2023-02-01 48.2390866461049
2023-03-01 48.3256103844594
2023-04-01 48.2486180560261
2023-05-01 48.4683534676824
2023-06-01 48.4861019167156
2023-07-01 48.7341448609963
2023-08-01 48.7952750457416
2023-09-01 49.1914509583534
2023-10-01 49.3110113371039
2023-11-01 49.2940574587480
2023-12-01 49.6466875527311
2024-01-01 49.5358706448823
2024-02-01 49.6454988748581
2024-03-01 49.6740781851197
2024-04-01 49.7147479289371
2024-05-01 49.8080036600316
2024-06-01 49.9387253116714
2024-07-01 49.9406570012363
2024-08-01 50.2513680992048
2024-09-01 50.2877328530339
2024-10-01 50.3449030672443
2024-11-01 50.6042028440281
2024-12-01 50.4774276135635
2025-01-01 50.6684358636969
2025-02-01 51.0462009005100
2025-03-01 51.4494838883911
2025-04-01 51.9926221677354
2025-05-01 52.1678677421976
2025-06-01 51.5668181221218
2025-07-01 52.0443809411533
2025-08-01 52.2023903734778
2025-09-01 51.8914593411358
2025-10-01 52.2677382927198
2025-11-01 52.4022174125587
2025-12-01 52.5139332723011

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