Table Data - All Employees: Education and Health Services: Private Educational Services in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254206561000001SA
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 2026-03-01
Last Updated 2026-05-07 10:02 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 5.92625276942258
1990-02-01 5.47509531822230
1990-03-01 5.43099919134663
1990-04-01 5.37609651987452
1990-05-01 5.40272345208210
1990-06-01 5.42358510574193
1990-07-01 5.37596227684741
1990-08-01 5.47216066588875
1990-09-01 5.38052949253905
1990-10-01 5.36272413957008
1990-11-01 5.41514595243202
1990-12-01 5.34907343701964
1991-01-01 5.22854763995712
1991-02-01 5.19256075219911
1991-03-01 5.14521977709190
1991-04-01 5.18266346439797
1991-05-01 5.20543560629847
1991-06-01 5.32034057649705
1991-07-01 5.25796737796717
1991-08-01 5.35778230562627
1991-09-01 5.10638368085975
1991-10-01 5.08871471011189
1991-11-01 5.05320928962387
1991-12-01 5.06728790771092
1992-01-01 5.22861819474464
1992-02-01 5.09281119269416
1992-03-01 5.13645469591944
1992-04-01 5.08096594199986
1992-05-01 5.00395625981588
1992-06-01 5.00213155960834
1992-07-01 5.01482758290519
1992-08-01 5.00856572804853
1992-09-01 5.11150517529081
1992-10-01 5.19209713905489
1992-11-01 5.15473740228181
1992-12-01 5.06987831038464
1993-01-01 5.11707874368611
1993-02-01 5.07624505756419
1993-03-01 5.02383062704884
1993-04-01 5.06999910873026
1993-05-01 5.08803550324289
1993-06-01 5.02790272106800
1993-07-01 5.01476373030525
1993-08-01 5.24953023769340
1993-09-01 5.40457761752036
1993-10-01 5.39192988065796
1993-11-01 5.33902866883692
1993-12-01 5.44952241702299
1994-01-01 5.47859508279520
1994-02-01 5.42356842856300
1994-03-01 5.56130406523352
1994-04-01 5.61976892134307
1994-05-01 5.55098530868034
1994-06-01 5.61891321129621
1994-07-01 5.60928914168860
1994-08-01 5.48050832541739
1994-09-01 5.60872624303552
1994-10-01 5.69077356964980
1994-11-01 5.70790886589799
1994-12-01 5.73563812497295
1995-01-01 5.95739244823624
1995-02-01 5.76816798337207
1995-03-01 5.72117224535160
1995-04-01 5.71093890780129
1995-05-01 5.82632813879004
1995-06-01 5.88390616672758
1995-07-01 5.96030078028098
1995-08-01 5.93405105448396
1995-09-01 6.01324677191439
1995-10-01 5.88849070481652
1995-11-01 5.79256288576865
1995-12-01 6.01895206786805
1996-01-01 5.96870982846438
1996-02-01 6.11284571345887
1996-03-01 6.08069374974396
1996-04-01 6.09206313487294
1996-05-01 6.09639103273917
1996-06-01 5.81164973577606
1996-07-01 5.93964850472664
1996-08-01 6.01748291285987
1996-09-01 5.94463186790101
1996-10-01 5.99255684515444
1996-11-01 6.06556548092928
1996-12-01 6.01347168139614
1997-01-01 5.97498154242060
1997-02-01 6.19946846235543
1997-03-01 6.16847437486335
1997-04-01 6.10373113137748
1997-05-01 6.07886951803501
1997-06-01 6.20190014984743
1997-07-01 6.14906645518122
1997-08-01 6.21636925394476
1997-09-01 6.25150865405879
1997-10-01 6.26625512301322
1997-11-01 6.33852368667673
1997-12-01 6.27858658829229
1998-01-01 6.44686696079439
1998-02-01 6.39941132274219
1998-03-01 6.46681705408957
1998-04-01 6.49361883934665
1998-05-01 6.43844168348585
1998-06-01 6.46705946542621
1998-07-01 6.58410790585798
1998-08-01 6.51601396162978
1998-09-01 6.55036818709688
1998-10-01 6.63070879028389
1998-11-01 6.53086781811485
1998-12-01 6.24990468821394
1999-01-01 6.55588464000990
1999-02-01 6.62632592701898
1999-03-01 6.50195409530313
1999-04-01 6.52170009868159
1999-05-01 6.61865966788349
1999-06-01 6.36522679316401
1999-07-01 6.40595487942289
1999-08-01 6.46435955327732
1999-09-01 6.47165593744404
1999-10-01 6.42460812953061
1999-11-01 6.73020018120099
1999-12-01 6.59586627317302
2000-01-01 6.99755221401861
2000-02-01 6.57601886323013
2000-03-01 6.83782601481309
2000-04-01 6.75732052080432
2000-05-01 6.81078432523923
2000-06-01 6.58178408417201
2000-07-01 6.79136485187413
2000-08-01 6.73565412723131
2000-09-01 6.86991071147392
2000-10-01 6.88625327661650
2000-11-01 6.84370822108254
2000-12-01 6.95235890852530
2001-01-01 6.72186877949832
2001-02-01 6.90763570273939
2001-03-01 6.88586848674825
2001-04-01 7.09834529035464
2001-05-01 7.10837372166870
2001-06-01 7.11900919079783
2001-07-01 7.04286901584176
2001-08-01 7.22161556456037
2001-09-01 7.08965307531063
2001-10-01 7.07335475330645
2001-11-01 7.06356987843380
2001-12-01 7.15737833354146
2002-01-01 7.00292182142361
2002-02-01 7.12811595693658
2002-03-01 7.11326758413858
2002-04-01 7.05639568167931
2002-05-01 7.12705490400104
2002-06-01 7.17469768058777
2002-07-01 7.29720006887601
2002-08-01 7.12796962066278
2002-09-01 7.32634850025511
2002-10-01 7.37407537366639
2002-11-01 7.39295603603351
2002-12-01 7.29991553382018
2003-01-01 7.38379455920036
2003-02-01 7.04411216265623
2003-03-01 7.21319943219881
2003-04-01 7.18194530638515
2003-05-01 7.13547854573965
2003-06-01 7.35212471535393
2003-07-01 7.66591852197707
2003-08-01 7.51126944834006
2003-09-01 6.98770485448979
2003-10-01 7.03044253635880
2003-11-01 7.07861568571205
2003-12-01 7.08685800769618
2004-01-01 7.08323765794704
2004-02-01 6.92849508424309
2004-03-01 7.01523819833478
2004-04-01 6.98007961113882
2004-05-01 6.74543271748504
2004-06-01 7.09593006850459
2004-07-01 7.40652214192365
2004-08-01 7.26038580229727
2004-09-01 6.74216361532182
2004-10-01 6.78362349772203
2004-11-01 6.75554762366711
2004-12-01 6.77083370283157
2005-01-01 7.02879938844687
2005-02-01 6.99477749789026
2005-03-01 6.99222024084901
2005-04-01 6.93140070521629
2005-05-01 6.71132951770489
2005-06-01 7.08960702078669
2005-07-01 7.41014754886261
2005-08-01 7.28061753041764
2005-09-01 6.97660787494044
2005-10-01 7.00129630685782
2005-11-01 6.99110456582814
2005-12-01 7.01031978184124
2006-01-01 6.98116044868435
2006-02-01 7.05300311430789
2006-03-01 7.17065819898084
2006-04-01 7.04436395901561
2006-05-01 7.04839105855317
2006-06-01 6.98650431295028
2006-07-01 6.67387192611222
2006-08-01 6.99893413453396
2006-09-01 7.00332887258375
2006-10-01 6.92232180743636
2006-11-01 7.01162424088166
2006-12-01 7.13269330395646
2007-01-01 7.05312243042920
2007-02-01 7.21205078320179
2007-03-01 7.16734958704977
2007-04-01 7.25042436887296
2007-05-01 7.48216347237911
2007-06-01 7.24051743726794
2007-07-01 6.94531136478819
2007-08-01 7.07128397737562
2007-09-01 7.30718827731838
2007-10-01 7.40230876704392
2007-11-01 7.28489487264533
2007-12-01 7.22992616553783
2008-01-01 7.34543623746756
2008-02-01 7.38214338236600
2008-03-01 7.36807957495942
2008-04-01 7.48083913103679
2008-05-01 7.56782650177049
2008-06-01 7.50069242447252
2008-07-01 7.43565372919571
2008-08-01 7.47051871695576
2008-09-01 7.49479805598738
2008-10-01 7.58410604779814
2008-11-01 7.63400076788601
2008-12-01 7.70329106595221
2009-01-01 7.74413579632559
2009-02-01 7.66499909103409
2009-03-01 7.66184662447516
2009-04-01 7.83971798513112
2009-05-01 8.04882300207071
2009-06-01 7.64807311217906
2009-07-01 7.57441498774413
2009-08-01 7.50940627248022
2009-09-01 7.66846204640246
2009-10-01 7.66285463939925
2009-11-01 7.68765022700018
2009-12-01 7.69391828660805
2010-01-01 7.82348326349442
2010-02-01 7.76096985969997
2010-03-01 7.76508151636127
2010-04-01 7.86412385360019
2010-05-01 8.08359869611324
2010-06-01 7.67977554128197
2010-07-01 7.91241335797080
2010-08-01 7.98511621735875
2010-09-01 7.73211522603297
2010-10-01 8.01632056384998
2010-11-01 8.12058065609054
2010-12-01 8.08275834391351
2011-01-01 7.91777927754359
2011-02-01 7.94945136353241
2011-03-01 7.94494079954391
2011-04-01 7.90381380698469
2011-05-01 8.03803771350347
2011-06-01 8.28976347086360
2011-07-01 8.13099582492684
2011-08-01 8.10245123153290
2011-09-01 7.98464220891222
2011-10-01 7.89505194316094
2011-11-01 7.89184940619158
2011-12-01 7.99052938858472
2012-01-01 8.03148068792465
2012-02-01 7.94155288846778
2012-03-01 8.12236450748550
2012-04-01 7.94629345926963
2012-05-01 7.90453420877975
2012-06-01 7.97568730803912
2012-07-01 7.89359001287499
2012-08-01 7.87050930858578
2012-09-01 7.94899561206929
2012-10-01 7.95865401547374
2012-11-01 7.86457248724212
2012-12-01 7.80469889997665
2013-01-01 7.81382960453504
2013-02-01 7.93370758680443
2013-03-01 7.82333863734881
2013-04-01 7.87795447596530
2013-05-01 7.96412127033497
2013-06-01 7.88942628664940
2013-07-01 8.01187880208426
2013-08-01 7.87424715352134
2013-09-01 7.92294478973824
2013-10-01 7.92369721732595
2013-11-01 7.93090552708570
2013-12-01 7.80093721302752
2014-01-01 7.81504387965581
2014-02-01 7.82839888767940
2014-03-01 7.91058228870710
2014-04-01 7.88920575114111
2014-05-01 7.92318145974550
2014-06-01 7.91322775155712
2014-07-01 7.91146126129913
2014-08-01 8.12217924998438
2014-09-01 8.09785092684669
2014-10-01 8.07683652544791
2014-11-01 8.09420091303472
2014-12-01 8.07425550248411
2015-01-01 8.13317929860550
2015-02-01 8.10320230054609
2015-03-01 8.10212700072836
2015-04-01 8.06917147329729
2015-05-01 7.67838921757512
2015-06-01 8.16499400459061
2015-07-01 8.16682790730891
2015-08-01 8.25802308491659
2015-09-01 7.98954288121754
2015-10-01 8.13996640436844
2015-11-01 8.16230192847829
2015-12-01 8.24212814827809
2016-01-01 8.23241101866373
2016-02-01 8.19636693479769
2016-03-01 8.21704451702320
2016-04-01 8.25386388334967
2016-05-01 7.90236069638486
2016-06-01 8.16628600847493
2016-07-01 8.29914725474545
2016-08-01 8.03930660090905
2016-09-01 8.27473644892501
2016-10-01 8.30694678912131
2016-11-01 8.34069697534097
2016-12-01 8.31497179843951
2017-01-01 8.20000431997768
2017-02-01 8.30468298399823
2017-03-01 8.34768597329280
2017-04-01 8.15400865655400
2017-05-01 7.81989456810112
2017-06-01 8.15624247812144
2017-07-01 8.09553953385281
2017-08-01 8.02417750063894
2017-09-01 8.17158438220655
2017-10-01 8.20086321650368
2017-11-01 8.15036594703005
2017-12-01 8.22294015679037
2018-01-01 7.84377055406291
2018-02-01 8.23298306499224
2018-03-01 8.19621575184107
2018-04-01 8.35208735271851
2018-05-01 8.31089631494528
2018-06-01 8.24127715018814
2018-07-01 8.21829704987527
2018-08-01 8.09598368825363
2018-09-01 8.26436382977840
2018-10-01 8.29320920774162
2018-11-01 8.33875658482614
2018-12-01 8.35388826000781
2019-01-01 7.89608666221260
2019-02-01 8.35808578352933
2019-03-01 8.33106086465124
2019-04-01 8.36385324243697
2019-05-01 8.41413837582796
2019-06-01 8.19245305096010
2019-07-01 8.45805222301980
2019-08-01 8.35834667092714
2019-09-01 8.35071043585003
2019-10-01 8.40795421939293
2019-11-01 8.34650083015934
2019-12-01 8.50982062537657
2020-01-01 8.57298831381578
2020-02-01 8.48682435870681
2020-03-01 8.44963443317896
2020-04-01 7.25337224483076
2020-05-01 7.35292505927482
2020-06-01 7.09706907487871
2020-07-01 7.19464865609481
2020-08-01 7.48797224823429
2020-09-01 7.48608365125650
2020-10-01 7.52053975916617
2020-11-01 7.53395278981983
2020-12-01 6.72593527805674
2021-01-01 7.33658538468050
2021-02-01 7.47141946761749
2021-03-01 7.58888164075222
2021-04-01 7.53944531571050
2021-05-01 7.68417692207658
2021-06-01 7.95252272731069
2021-07-01 7.76193801839946
2021-08-01 7.75053265081534
2021-09-01 7.67662924144800
2021-10-01 7.74717052962028
2021-11-01 7.84485219994694
2021-12-01 7.75574832512025
2022-01-01 8.00422742859559
2022-02-01 7.95078354492821
2022-03-01 7.94738130791503
2022-04-01 8.00920205369444
2022-05-01 8.03687185501695
2022-06-01 8.24100507802044
2022-07-01 8.19626872254831
2022-08-01 8.36644412572306
2022-09-01 8.45905625472880
2022-10-01 8.35368928682932
2022-11-01 8.44999337924061
2022-12-01 8.48062644591186
2023-01-01 8.54904518526307
2023-02-01 8.51364237171384
2023-03-01 8.58315190630220
2023-04-01 8.64742939689151
2023-05-01 8.81107537900643
2023-06-01 8.76788510527818
2023-07-01 8.74347778999362
2023-08-01 8.78329473108871
2023-09-01 8.76493180122753
2023-10-01 8.77624601223574
2023-11-01 8.78299619738355
2023-12-01 8.67822541230206
2024-01-01 8.57884549774717
2024-02-01 8.79319004463289
2024-03-01 8.83529404730468
2024-04-01 8.81353585095373
2024-05-01 8.47585125909085
2024-06-01 8.75309502035481
2024-07-01 8.71176817642033
2024-08-01 8.77897341330093
2024-09-01 8.89011616630086
2024-10-01 9.00344192678074
2024-11-01 8.92292552848446
2024-12-01 8.95386196864197
2025-01-01 9.42835368745441
2025-02-01 9.35746595413280
2025-03-01 9.28376532829045
2025-04-01 9.25905345786548
2025-05-01 9.13544753650011
2025-06-01 9.31460521641049
2025-07-01 9.48791147605075
2025-08-01 9.43927124894850
2025-09-01 9.39345938447757
2025-10-01 9.40349417553387
2025-11-01 9.52825535441518
2025-12-01 9.90868540286164
2026-01-01 9.78961423443136
2026-02-01 9.54656695974594
2026-03-01 9.64483235864972

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