Federal Reserve Economic Data

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 2025-11-01
Last Updated 2026-01-07 9:58 PM 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 17.6814663523150
1990-02-01 17.6239492455759
1990-03-01 17.7735294072655
1990-04-01 17.8181545842309
1990-05-01 17.8709414467593
1990-06-01 17.9273765421396
1990-07-01 17.9116963037115
1990-08-01 17.9630312153344
1990-09-01 18.1053626481426
1990-10-01 18.2937494266734
1990-11-01 18.2150357814404
1990-12-01 18.3981771601947
1991-01-01 18.4940152134496
1991-02-01 18.7101733265194
1991-03-01 18.6754782337914
1991-04-01 18.7184826718723
1991-05-01 18.7838634993010
1991-06-01 18.8285546291742
1991-07-01 18.9239638622483
1991-08-01 18.8742041447491
1991-09-01 18.7865257005528
1991-10-01 18.9988730203791
1991-11-01 19.0082429641731
1991-12-01 18.9921759305020
1992-01-01 19.0972857269878
1992-02-01 18.9940191737387
1992-03-01 19.1786448541712
1992-04-01 19.4279626044252
1992-05-01 19.4989344213009
1992-06-01 19.4325769472347
1992-07-01 19.5324858581683
1992-08-01 19.5764674005815
1992-09-01 19.4504400863171
1992-10-01 19.5202022388182
1992-11-01 19.7076678074280
1992-12-01 19.6914982501484
1993-01-01 19.5834286280324
1993-02-01 19.6810817725611
1993-03-01 19.7772256812258
1993-04-01 19.4372171129754
1993-05-01 19.4096444604374
1993-06-01 19.5436025858011
1993-07-01 19.5354884206326
1993-08-01 19.6706617533140
1993-09-01 19.7089347152378
1993-10-01 19.7535848460600
1993-11-01 19.7321436679418
1993-12-01 19.6978503987970
1994-01-01 19.5472681586933
1994-02-01 19.6623313087810
1994-03-01 19.5581967775369
1994-04-01 19.7535796328206
1994-05-01 19.7148166411279
1994-06-01 19.9695017858252
1994-07-01 19.9595527127598
1994-08-01 19.9732519163228
1994-09-01 20.0623414384531
1994-10-01 19.8764767505152
1994-11-01 19.9671588857803
1994-12-01 20.0103722717013
1995-01-01 20.1060990543481
1995-02-01 20.0401870763774
1995-03-01 20.1236832413061
1995-04-01 20.1607987036642
1995-05-01 20.4007155804500
1995-06-01 20.2001476697191
1995-07-01 20.1901489105357
1995-08-01 20.1941325154723
1995-09-01 20.4402266784412
1995-10-01 20.2845490872289
1995-11-01 20.3022944272417
1995-12-01 20.3309774917005
1996-01-01 20.4560977129240
1996-02-01 20.4033292296348
1996-03-01 20.4728741736638
1996-04-01 20.4706498656475
1996-05-01 20.3733147321358
1996-06-01 20.2296813692489
1996-07-01 20.5385747547509
1996-08-01 20.4259796501462
1996-09-01 20.4427235846675
1996-10-01 20.4730897966362
1996-11-01 20.4261849079436
1996-12-01 20.5683029835287
1997-01-01 20.5151888674663
1997-02-01 20.4695746849253
1997-03-01 20.4200591540169
1997-04-01 20.4593313400125
1997-05-01 20.5341328646204
1997-06-01 20.5698995052596
1997-07-01 20.5875488640112
1997-08-01 20.7635210843907
1997-09-01 20.8779475472463
1997-10-01 20.6476589615969
1997-11-01 20.6264683587384
1997-12-01 20.7025407682991
1998-01-01 20.9905923112580
1998-02-01 20.7270675527576
1998-03-01 20.7719255991591
1998-04-01 20.6474311456596
1998-05-01 20.7990334281617
1998-06-01 20.7016060978040
1998-07-01 20.7483315853767
1998-08-01 20.5769805420161
1998-09-01 20.7112037154755
1998-10-01 20.9187492794031
1998-11-01 21.0158450322705
1998-12-01 20.9211029283996
1999-01-01 20.9814429623538
1999-02-01 20.9969719174014
1999-03-01 20.9451591866782
1999-04-01 20.8259432958953
1999-05-01 20.7794553052998
1999-06-01 20.9314785749746
1999-07-01 20.7867304078573
1999-08-01 20.4868142301870
1999-09-01 20.5451159292983
1999-10-01 21.0945148011101
1999-11-01 21.1968013668069
1999-12-01 20.8223192156731
2000-01-01 20.9758738109323
2000-02-01 21.0862586757970
2000-03-01 21.2323472698277
2000-04-01 21.3980823174039
2000-05-01 21.3844080623514
2000-06-01 21.2537283186274
2000-07-01 21.2180029495426
2000-08-01 21.3165171047922
2000-09-01 21.2668978930973
2000-10-01 21.3690903443419
2000-11-01 21.2786958293685
2000-12-01 21.1995715018754
2001-01-01 21.2761640220082
2001-02-01 21.3945630282337
2001-03-01 21.3374578131788
2001-04-01 21.3664258496051
2001-05-01 21.6187518982194
2001-06-01 21.4784255946003
2001-07-01 21.5148530888194
2001-08-01 21.6362477277051
2001-09-01 21.6819091111445
2001-10-01 21.6383409973409
2001-11-01 21.7474795514873
2001-12-01 22.0617622340093
2002-01-01 22.0785982029302
2002-02-01 21.9114081995215
2002-03-01 21.9603947049595
2002-04-01 22.0324445003101
2002-05-01 21.8713585806030
2002-06-01 22.2994000711339
2002-07-01 22.5149849728956
2002-08-01 22.6709351776135
2002-09-01 22.6739098863344
2002-10-01 22.7049676294327
2002-11-01 22.8117857861260
2002-12-01 22.9248843175885
2003-01-01 22.9796959662331
2003-02-01 23.0320310147763
2003-03-01 23.1907898814311
2003-04-01 23.2878235195888
2003-05-01 22.9281294550831
2003-06-01 22.9126810927452
2003-07-01 22.4724183679477
2003-08-01 22.6783832526013
2003-09-01 22.6597809998446
2003-10-01 23.5758374309847
2003-11-01 23.6769966155927
2003-12-01 22.6204635845401
2004-01-01 23.2837295193404
2004-02-01 23.3582938734387
2004-03-01 23.3279735159466
2004-04-01 23.3513404929263
2004-05-01 23.3804419380483
2004-06-01 23.5126094338911
2004-07-01 23.6712142314560
2004-08-01 23.6044171872599
2004-09-01 23.7437940005886
2004-10-01 23.8595635442760
2004-11-01 24.0552532358126
2004-12-01 24.0210270385243
2005-01-01 24.0931472738562
2005-02-01 24.0691343692348
2005-03-01 24.0602698831055
2005-04-01 24.2994498570052
2005-05-01 24.4032085024098
2005-06-01 24.6182785465085
2005-07-01 24.6845267782715
2005-08-01 24.8365919136264
2005-09-01 25.0391914613730
2005-10-01 25.0340327413789
2005-11-01 25.1200128138907
2005-12-01 25.1282703437938
2006-01-01 25.4031044431174
2006-02-01 25.4692004642109
2006-03-01 25.5785394633831
2006-04-01 25.7662149566176
2006-05-01 25.6851871015022
2006-06-01 25.7278084674170
2006-07-01 25.9250223940816
2006-08-01 25.8544164469046
2006-09-01 25.8342772257075
2006-10-01 25.8308022566059
2006-11-01 25.6929632412238
2006-12-01 25.6268231596820
2007-01-01 25.9054733944604
2007-02-01 25.9718348664822
2007-03-01 26.3941092702275
2007-04-01 26.1885497673243
2007-05-01 26.0338286835864
2007-06-01 26.1348238006632
2007-07-01 26.1443063528571
2007-08-01 26.3629640127703
2007-09-01 26.3392102608789
2007-10-01 26.3319600694376
2007-11-01 26.4617060206975
2007-12-01 26.5130087700242
2008-01-01 26.2050254849382
2008-02-01 26.7634213384878
2008-03-01 26.6948206255741
2008-04-01 26.8274118343798
2008-05-01 27.1706811987933
2008-06-01 26.9592429448809
2008-07-01 26.6886555172422
2008-08-01 26.7809386966298
2008-09-01 26.8431418417928
2008-10-01 27.2206383349143
2008-11-01 27.1325604619019
2008-12-01 27.1934831832788
2009-01-01 27.0964848293129
2009-02-01 27.0338944698830
2009-03-01 27.2945953628201
2009-04-01 27.0803862987341
2009-05-01 27.4112302650745
2009-06-01 27.3802913701143
2009-07-01 27.7559271350068
2009-08-01 27.7402260825661
2009-09-01 27.7487641768195
2009-10-01 27.7005929089115
2009-11-01 27.8989921920416
2009-12-01 27.9693085844544
2010-01-01 27.9775645179002
2010-02-01 27.7873322357380
2010-03-01 28.0807831144332
2010-04-01 28.0093364696539
2010-05-01 28.4864401029592
2010-06-01 28.5391568499080
2010-07-01 28.7191061557625
2010-08-01 28.6963271085634
2010-09-01 28.7377108203042
2010-10-01 28.7783268655066
2010-11-01 28.7821889964396
2010-12-01 28.6449868278520
2011-01-01 28.7509177454498
2011-02-01 28.8286939852128
2011-03-01 28.7511616260182
2011-04-01 28.9014550848697
2011-05-01 29.0063977474327
2011-06-01 28.9954962587949
2011-07-01 28.8600663924378
2011-08-01 28.9446636334545
2011-09-01 29.0248743434573
2011-10-01 29.0521557195010
2011-11-01 28.9844838151359
2011-12-01 28.7228727004012
2012-01-01 29.0418749990127
2012-02-01 29.0798515775661
2012-03-01 28.6995515595188
2012-04-01 28.5669632892799
2012-05-01 28.6814674776400
2012-06-01 28.3378827565019
2012-07-01 28.0682822282003
2012-08-01 28.0545358185610
2012-09-01 28.0075767684605
2012-10-01 27.9398364134986
2012-11-01 27.9189100519288
2012-12-01 27.6055222718046
2013-01-01 27.8454325624066
2013-02-01 27.8689358928013
2013-03-01 27.7391481451976
2013-04-01 27.7264371162287
2013-05-01 27.5673932189173
2013-06-01 27.5737236696358
2013-07-01 27.7979062276737
2013-08-01 27.7866768943512
2013-09-01 27.6834418703361
2013-10-01 27.5981836188838
2013-11-01 27.6202482813326
2013-12-01 27.7845652630021
2014-01-01 27.7683180043869
2014-02-01 27.5557276555435
2014-03-01 27.8616651089084
2014-04-01 27.9910245560293
2014-05-01 27.9634005399560
2014-06-01 28.0409853144648
2014-07-01 27.9169632755525
2014-08-01 27.9110477778378
2014-09-01 27.9409357940273
2014-10-01 28.0545658344214
2014-11-01 28.1062484667411
2014-12-01 28.0681867561902
2015-01-01 27.8999038573739
2015-02-01 27.9408474948289
2015-03-01 27.9943162423403
2015-04-01 27.9833200779928
2015-05-01 27.8326180396234
2015-06-01 28.0919161041112
2015-07-01 28.2431381015910
2015-08-01 28.1188556007158
2015-09-01 28.1799360409677
2015-10-01 28.4179900612613
2015-11-01 28.2803117318841
2015-12-01 28.4691926690214
2016-01-01 28.5612738035484
2016-02-01 28.4126858952755
2016-03-01 28.6487472100279
2016-04-01 28.7883593834388
2016-05-01 28.5793273348471
2016-06-01 28.4299822721158
2016-07-01 28.4654019608427
2016-08-01 28.2939330514003
2016-09-01 28.6173227967294
2016-10-01 28.6059635736400
2016-11-01 28.5603446865750
2016-12-01 28.3753579446902
2017-01-01 28.5110161407830
2017-02-01 28.6045675846972
2017-03-01 28.5512635113999
2017-04-01 28.5190454274979
2017-05-01 28.5870690039719
2017-06-01 28.7437432021443
2017-07-01 28.6853701029588
2017-08-01 28.5503167244708
2017-09-01 28.8643753695582
2017-10-01 28.8006556860681
2017-11-01 28.9267098004628
2017-12-01 28.9955555439635
2018-01-01 29.0780795038036
2018-02-01 29.2059937012618
2018-03-01 29.1603286447473
2018-04-01 29.0455890383016
2018-05-01 28.7585899947934
2018-06-01 28.8133325468752
2018-07-01 28.9891560259502
2018-08-01 29.0169929048773
2018-09-01 29.0360265274263
2018-10-01 28.9129654386031
2018-11-01 28.9031428142156
2018-12-01 29.0335302925710
2019-01-01 28.8348780186232
2019-02-01 29.1472263243048
2019-03-01 29.0787546829720
2019-04-01 29.1549769471682
2019-05-01 29.3057701055916
2019-06-01 29.2796050953668
2019-07-01 29.2804107236948
2019-08-01 29.7134692769772
2019-09-01 29.6240413967221
2019-10-01 29.6972444698891
2019-11-01 29.9682085107800
2019-12-01 30.2743593985558
2020-01-01 30.4136388629263
2020-02-01 30.2844492408845
2020-03-01 30.2650584367654
2020-04-01 27.2769563768836
2020-05-01 27.7138581621991
2020-06-01 28.1925053756915
2020-07-01 28.3352044290895
2020-08-01 28.8927828104718
2020-09-01 28.3524698566721
2020-10-01 28.5261479033891
2020-11-01 28.4997730271290
2020-12-01 27.8316415723866
2021-01-01 27.9160915102149
2021-02-01 28.2734227493942
2021-03-01 28.4866604571920
2021-04-01 28.3460737267848
2021-05-01 28.5581728125077
2021-06-01 28.3472263539950
2021-07-01 28.2082725932311
2021-08-01 27.9659024397052
2021-09-01 28.0717447477124
2021-10-01 28.0434264357375
2021-11-01 28.1296830653621
2021-12-01 27.8649153083043
2022-01-01 27.9251675123613
2022-02-01 28.1228149438522
2022-03-01 28.1861000882052
2022-04-01 28.2364595710205
2022-05-01 28.4153510655455
2022-06-01 28.0944437583495
2022-07-01 28.1767256355066
2022-08-01 28.1609944899101
2022-09-01 28.3895230020996
2022-10-01 28.5729907050499
2022-11-01 28.4518455604704
2022-12-01 28.1785303928622
2023-01-01 28.9156134347473
2023-02-01 29.0357106751806
2023-03-01 29.1790390710863
2023-04-01 29.2147201375802
2023-05-01 29.4176181023364
2023-06-01 29.4001792854334
2023-07-01 29.3648380837200
2023-08-01 29.4481245327115
2023-09-01 29.5992689427743
2023-10-01 29.7025889842391
2023-11-01 29.8747108842242
2023-12-01 29.8642472941108
2024-01-01 29.7920642214431
2024-02-01 29.8321431940795
2024-03-01 29.9889835491038
2024-04-01 30.0087198269114
2024-05-01 29.9319035132926
2024-06-01 30.0996831863714
2024-07-01 30.1454297129498
2024-08-01 30.4061197238377
2024-09-01 30.4183100892166
2024-10-01 30.3532948225616
2024-11-01 30.3973615414582
2024-12-01 30.6390809493081
2025-01-01 30.9619551030422
2025-02-01 30.7255710011001
2025-03-01 30.7116176407041
2025-04-01 30.9049535656852
2025-05-01 30.9704399947292
2025-06-01 31.2101710434147
2025-07-01 31.5409807822910
2025-08-01 31.8664758927565
2025-09-01 31.2323881770533
2025-10-01 31.1841925815468
2025-11-01 31.3074462958807

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