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

Title All Employees: Education and Health Services: Private Education and Health Services in Erie, PA (MSA)
Series ID ERIE542EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-07-01
Last Updated 2026-08-21 7:40 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 17.6814663578359
1990-02-01 17.6239492506813
1990-03-01 17.7735294354862
1990-04-01 17.8181546008525
1990-05-01 17.8709414825826
1990-06-01 17.9273765474637
1990-07-01 17.9116963021093
1990-08-01 17.9630312080962
1990-09-01 18.1053626046984
1990-10-01 18.2937494118463
1990-11-01 18.2150357492720
1990-12-01 18.3981771526556
1991-01-01 18.4940152166602
1991-02-01 18.7101733289843
1991-03-01 18.6754783228853
1991-04-01 18.7184826770082
1991-05-01 18.7838635256066
1991-06-01 18.8285546157944
1991-07-01 18.9239638430352
1991-08-01 18.8742041234315
1991-09-01 18.7865256516724
1991-10-01 18.9988730050168
1991-11-01 19.0082429401932
1991-12-01 18.9921759375895
1992-01-01 19.0972857481943
1992-02-01 18.9940191902467
1992-03-01 19.1786450098056
1992-04-01 19.4279625813153
1992-05-01 19.4989344299659
1992-06-01 19.4325768809933
1992-07-01 19.5324857960453
1992-08-01 19.5764673536551
1992-09-01 19.4504400438936
1992-10-01 19.5202022188071
1992-11-01 19.7076677837479
1992-12-01 19.6914982656694
1993-01-01 19.5834286846566
1993-02-01 19.6810818526191
1993-03-01 19.7772260047585
1993-04-01 19.4372171965812
1993-05-01 19.4096445858345
1993-06-01 19.5436020269513
1993-07-01 19.5354881790096
1993-08-01 19.6706617025276
1993-09-01 19.7089346677629
1993-10-01 19.7535847941575
1993-11-01 19.7321436486341
1993-12-01 19.6978504905171
1994-01-01 19.5472683924828
1994-02-01 19.6623316949582
1994-03-01 19.5581974440072
1994-04-01 19.7535799843267
1994-05-01 19.7148168515321
1994-06-01 19.9695003806193
1994-07-01 19.9595517219703
1994-08-01 19.9732512468830
1994-09-01 20.0623417581332
1994-10-01 19.8764765257040
1994-11-01 19.9671590437949
1994-12-01 20.0103728283372
1995-01-01 20.1060997519384
1995-02-01 20.0401881575908
1995-03-01 20.1236845693828
1995-04-01 20.1607994509205
1995-05-01 20.4007159435509
1995-06-01 20.2001455755802
1995-07-01 20.1901474915406
1995-08-01 20.1941265145825
1995-09-01 20.4402280904875
1995-10-01 20.2845495093813
1995-11-01 20.3022955130702
1995-12-01 20.3309792101146
1996-01-01 20.4560995806918
1996-02-01 20.4033316419534
1996-03-01 20.4728768020797
1996-04-01 20.4706519201849
1996-05-01 20.3733162566403
1996-06-01 20.2296752685153
1996-07-01 20.5385727168967
1996-08-01 20.4259649120737
1996-09-01 20.4427238064016
1996-10-01 20.4730896674196
1996-11-01 20.4261869001390
1996-12-01 20.5683190957573
1997-01-01 20.5151901962167
1997-02-01 20.4695771456120
1997-03-01 20.4200621168191
1997-04-01 20.4593340593455
1997-05-01 20.5341344886174
1997-06-01 20.5698878745765
1997-07-01 20.5875445655324
1997-08-01 20.7634954209057
1997-09-01 20.8779447187363
1997-10-01 20.6476590067334
1997-11-01 20.6264734771807
1997-12-01 20.7025745155932
1998-01-01 20.9905963747318
1998-02-01 20.7270718437557
1998-03-01 20.7719286688205
1998-04-01 20.6474322463561
1998-05-01 20.7990454982055
1998-06-01 20.7015827116959
1998-07-01 20.7483157283422
1998-08-01 20.5769402300970
1998-09-01 20.7111876264758
1998-10-01 20.9187380685984
1998-11-01 21.0158415845304
1998-12-01 20.9212194641529
1999-01-01 20.9814518371409
1999-02-01 20.9969709724844
1999-03-01 20.9451572473000
1999-04-01 20.8259375007500
1999-05-01 20.7794727996935
1999-06-01 20.9314381129825
1999-07-01 20.7866935426182
1999-08-01 20.4867533953332
1999-09-01 20.5450834324440
1999-10-01 21.0944956134540
1999-11-01 21.1967982796632
1999-12-01 20.8225165048971
2000-01-01 20.9759012003490
2000-02-01 21.0862616156475
2000-03-01 21.2323454275978
2000-04-01 21.3980723709989
2000-05-01 21.3844301245687
2000-06-01 21.2536627168653
2000-07-01 21.2179401541437
2000-08-01 21.3164061029433
2000-09-01 21.2667904010506
2000-10-01 21.3690685962479
2000-11-01 21.2787070939414
2000-12-01 21.1999616870549
2001-01-01 21.2761992441337
2001-02-01 21.3945557147183
2001-03-01 21.3374429886410
2001-04-01 21.3664013077322
2001-05-01 21.6187545631093
2001-06-01 21.4783350331003
2001-07-01 21.5147655075393
2001-08-01 21.6360924099132
2001-09-01 21.6817339957844
2001-10-01 21.6383330875933
2001-11-01 21.7475273592699
2001-12-01 22.0622961847944
2002-01-01 22.0786567224577
2002-02-01 21.9114107794582
2002-03-01 21.9603396960229
2002-04-01 22.0324118146812
2002-05-01 21.8713448515011
2002-06-01 22.2992875803368
2002-07-01 22.5148759807534
2002-08-01 22.6707369320278
2002-09-01 22.6736653471823
2002-10-01 22.7049736999728
2002-11-01 22.8118674730020
2002-12-01 22.9255607012715
2003-01-01 22.9797674430979
2003-02-01 23.0320342930220
2003-03-01 23.1906823826544
2003-04-01 23.2877765802254
2003-05-01 22.9280853642468
2003-06-01 22.9125611949762
2003-07-01 22.4723075417892
2003-08-01 22.6781896033162
2003-09-01 22.6595466218664
2003-10-01 23.5758607661277
2003-11-01 23.6771118591587
2003-12-01 22.6210808588391
2004-01-01 23.2838129289573
2004-02-01 23.3583141162403
2004-03-01 23.3278290907468
2004-04-01 23.3512992841187
2004-05-01 23.3803839028010
2004-06-01 23.5124983991017
2004-07-01 23.6711155946297
2004-08-01 23.6042362127137
2004-09-01 23.7435656385986
2004-10-01 23.8595968284364
2004-11-01 24.0553806121046
2004-12-01 24.0216152783278
2005-01-01 24.0932125566025
2005-02-01 24.0691477987169
2005-03-01 24.0601118711194
2005-04-01 24.2994062447619
2005-05-01 24.4031366467473
2005-06-01 24.6181888812116
2005-07-01 24.6844466864412
2005-08-01 24.8364637205822
2005-09-01 25.0390352933464
2005-10-01 25.0340739945859
2005-11-01 25.1201324023000
2005-12-01 25.1286806971491
2006-01-01 25.4031582868005
2006-02-01 25.4692214011562
2006-03-01 25.5783788869689
2006-04-01 25.7661833069600
2006-05-01 25.6851307796717
2006-06-01 25.7277489494447
2006-07-01 25.9249598042532
2006-08-01 25.8543459896354
2006-09-01 25.8341964666468
2006-10-01 25.8308370473624
2006-11-01 25.6930429883420
2006-12-01 25.6270758840204
2007-01-01 25.9055039478301
2007-02-01 25.9718439237044
2007-03-01 26.3939903950132
2007-04-01 26.1885242992126
2007-05-01 26.0337894239039
2007-06-01 26.1347922054242
2007-07-01 26.1442580666859
2007-08-01 26.3629477008233
2007-09-01 26.3392036462838
2007-10-01 26.3319864230996
2007-11-01 26.4617479546907
2007-12-01 26.5131065727298
2008-01-01 26.2050409127662
2008-02-01 26.7634269305167
2008-03-01 26.6947564657646
2008-04-01 26.8274008286705
2008-05-01 27.1706611586416
2008-06-01 26.9592312003163
2008-07-01 26.6886219518140
2008-08-01 26.7809366692704
2008-09-01 26.8431416756951
2008-10-01 27.2206614916712
2008-11-01 27.1325801367285
2008-12-01 27.1935367328160
2009-01-01 27.0964806717700
2009-02-01 27.0338870177533
2009-03-01 27.2945768999685
2009-04-01 27.0803757101110
2009-05-01 27.4112191309204
2009-06-01 27.3802890504334
2009-07-01 27.7559016069657
2009-08-01 27.7402310702880
2009-09-01 27.7487684022084
2009-10-01 27.7006173400841
2009-11-01 27.8989984770535
2009-12-01 27.9693232034917
2010-01-01 27.9775542597083
2010-02-01 27.7873251570997
2010-03-01 28.0807730439377
2010-04-01 28.0093343482615
2010-05-01 28.4864438198010
2010-06-01 28.5391641136598
2010-07-01 28.7190931500370
2010-08-01 28.6963355388340
2010-09-01 28.7377166918214
2010-10-01 28.7783448335029
2010-11-01 28.7821835041517
2010-12-01 28.6449636748797
2011-01-01 28.7509044155658
2011-02-01 28.8286684852103
2011-03-01 28.7511685026958
2011-04-01 28.9014726743543
2011-05-01 29.0064267623264
2011-06-01 28.9955190624362
2011-07-01 28.8600689048982
2011-08-01 28.9446690809479
2011-09-01 29.0248722240406
2011-10-01 29.0521599772957
2011-11-01 28.9844671767001
2011-12-01 28.7228262810040
2012-01-01 29.0418441270128
2012-02-01 29.0797807982993
2012-03-01 28.6995294477611
2012-04-01 28.5669427843867
2012-05-01 28.6818171377583
2012-06-01 28.3378551332435
2012-07-01 28.0682479778324
2012-08-01 28.0545028046323
2012-09-01 28.0075431037606
2012-10-01 27.9398093495330
2012-11-01 27.9188723565315
2012-12-01 27.6054526687232
2013-01-01 27.8453818565116
2013-02-01 27.8688471668018
2013-03-01 27.7391557175499
2013-04-01 27.7262879508067
2013-05-01 27.5681322356713
2013-06-01 27.5737440234902
2013-07-01 27.7979137338845
2013-08-01 27.7863224565189
2013-09-01 27.6834164639014
2013-10-01 27.5981469271140
2013-11-01 27.6201754826414
2013-12-01 27.7844415344084
2014-01-01 27.7682186594081
2014-02-01 27.5556294062515
2014-03-01 27.8617199100532
2014-04-01 27.9907928486128
2014-05-01 27.9646320668385
2014-06-01 28.0411320387453
2014-07-01 27.9170749774377
2014-08-01 27.9101224573117
2014-09-01 27.9409481734361
2014-10-01 28.0545474934150
2014-11-01 28.1061415389125
2014-12-01 28.0679882335254
2015-01-01 27.8997214916011
2015-02-01 27.9406415154049
2015-03-01 27.9942363527511
2015-04-01 27.9827545032347
2015-05-01 27.8355166137234
2015-06-01 28.0919109716768
2015-07-01 28.2431292866237
2015-08-01 28.1172000193912
2015-09-01 28.1799097412912
2015-10-01 28.4179518213127
2015-11-01 28.2801989628982
2015-12-01 28.4689960993854
2016-01-01 28.5610694905303
2016-02-01 28.4124150526086
2016-03-01 28.6484936941433
2016-04-01 28.7875329203584
2016-05-01 28.5839079844633
2016-06-01 28.4296736397523
2016-07-01 28.4651055101212
2016-08-01 28.2917445755256
2016-09-01 28.6171547586473
2016-10-01 28.6058832065774
2016-11-01 28.5603277233697
2016-12-01 28.3753619607705
2017-01-01 28.5110025975182
2017-02-01 28.6043785578237
2017-03-01 28.5508761184166
2017-04-01 28.5178891821328
2017-05-01 28.5926814291959
2017-06-01 28.7428874419889
2017-07-01 28.6845567949044
2017-08-01 28.5478381161568
2017-09-01 28.8639341315806
2017-10-01 28.8003860744872
2017-11-01 28.9267227527040
2017-12-01 28.9971387225212
2018-01-01 29.0785164718981
2018-02-01 29.2060611339216
2018-03-01 29.1600926269232
2018-04-01 29.0446253726802
2018-05-01 28.7615528232656
2018-06-01 28.8122510567114
2018-07-01 28.9880439219858
2018-08-01 29.0146778319636
2018-09-01 29.0353927899476
2018-10-01 28.9126722473151
2018-11-01 28.9035167973099
2018-12-01 29.0371919172784
2019-01-01 28.8363331199628
2019-02-01 29.1481724547607
2019-03-01 29.0793292939912
2019-04-01 29.1548304442810
2019-05-01 29.3008974813402
2019-06-01 29.2786459713090
2019-07-01 29.2792447373870
2019-08-01 29.7119184483733
2019-09-01 29.6235443064043
2019-10-01 29.6972466240060
2019-11-01 29.9690076808176
2019-12-01 30.2836276575060
2020-01-01 30.4156012376479
2020-02-01 30.2854840546585
2020-03-01 30.2655787400434
2020-04-01 27.2769165794005
2020-05-01 27.7000209741976
2020-06-01 28.1918291935522
2020-07-01 28.3346475744088
2020-08-01 28.8928428743409
2020-09-01 28.3530844881287
2020-10-01 28.5273103773218
2020-11-01 28.5014508213211
2020-12-01 27.8440159442152
2021-01-01 27.9179492200075
2021-02-01 28.2750811021722
2021-03-01 28.4885714622763
2021-04-01 28.3424852738286
2021-05-01 28.5362886119092
2021-06-01 28.3446232442626
2021-07-01 28.2057034465038
2021-08-01 27.9704641836532
2021-09-01 28.0752018774304
2021-10-01 28.0456438386042
2021-11-01 28.1305839680077
2021-12-01 27.8965898032287
2022-01-01 27.9164131140267
2022-02-01 28.1185953281269
2022-03-01 28.1849176683862
2022-04-01 28.2313244118175
2022-05-01 28.3868808284047
2022-06-01 28.0925063317048
2022-07-01 28.1748699662609
2022-08-01 28.1773489230346
2022-09-01 28.3917835071679
2022-10-01 28.5741844914695
2022-11-01 28.4548062536629
2022-12-01 28.2208442879702
2023-01-01 28.8945901697349
2023-02-01 29.0279137287897
2023-03-01 29.1775911671289
2023-04-01 29.2153618259803
2023-05-01 29.3854967532522
2023-06-01 29.3867950331574
2023-07-01 29.3567950086844
2023-08-01 29.4835027846517
2023-09-01 29.5987416939906
2023-10-01 29.7028868796035
2023-11-01 29.8846996239003
2023-12-01 29.9237806002511
2024-01-01 29.7450610247948
2024-02-01 29.8197153119793
2024-03-01 29.9922952175647
2024-04-01 30.1228516660841
2024-05-01 29.9010900935520
2024-06-01 30.1720589038183
2024-07-01 30.2267865853148
2024-08-01 30.4623888973254
2024-09-01 30.4122188788494
2024-10-01 30.3528355801866
2024-11-01 30.4185721225505
2024-12-01 30.3987829493182
2025-01-01 30.7910130844635
2025-02-01 30.7154626218598
2025-03-01 30.6301479086720
2025-04-01 30.6409043475141
2025-05-01 30.6466933103111
2025-06-01 30.6464787503622
2025-07-01 30.7795006364155
2025-08-01 31.0210682554835
2025-09-01 30.7267148890573
2025-10-01 30.6910716071445
2025-11-01 30.7480692817597
2025-12-01 30.9896055883218
2026-01-01 31.3413852802407
2026-02-01 31.0161311738935
2026-03-01 31.0618078250074
2026-04-01 31.1635990498560
2026-05-01 31.3749493875319
2026-06-01 31.6386591312072
2026-07-01 31.7507667214343

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