Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Niles, MI (MSA)
Series ID NILE626EDUH
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 2025-09-01
Last Updated 2025-12-12 1:49 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 6.60409865793399
1990-02-01 6.59834370720259
1990-03-01 6.43991786860617
1990-04-01 6.48903483147308
1990-05-01 6.26404779960893
1990-06-01 6.41279126558153
1990-07-01 6.42786579356548
1990-08-01 6.51639557843707
1990-09-01 6.48813348908676
1990-10-01 6.56420046713782
1990-11-01 6.54266548956011
1990-12-01 6.55486537631083
1991-01-01 6.40354056085218
1991-02-01 6.39220266477002
1991-03-01 6.43255822539668
1991-04-01 6.49579639309999
1991-05-01 6.66062948567227
1991-06-01 6.51615271305787
1991-07-01 6.63267397598345
1991-08-01 6.63086915471921
1991-09-01 6.59676765774599
1991-10-01 6.45383912669550
1991-11-01 6.43324943043352
1991-12-01 6.55071991888437
1992-01-01 6.70252563267867
1992-02-01 6.68587472639147
1992-03-01 6.71205625249003
1992-04-01 6.60976643327021
1992-05-01 6.56274311402113
1992-06-01 6.62438053236367
1992-07-01 6.53809637452891
1992-08-01 6.55309360227132
1992-09-01 6.60711238757216
1992-10-01 6.54017931330081
1992-11-01 6.52371988693633
1992-12-01 6.55117709429671
1993-01-01 6.59233057009544
1993-02-01 6.56511104716491
1993-03-01 6.68293495352092
1993-04-01 7.02965573050600
1993-05-01 7.07997170559003
1993-06-01 7.03505543045372
1993-07-01 7.04824334328197
1993-08-01 7.07519705395162
1993-09-01 7.11167823321401
1993-10-01 7.22387495453499
1993-11-01 7.21023184715136
1993-12-01 7.25385616124266
1994-01-01 7.18273968850432
1994-02-01 7.24907019412402
1994-03-01 7.15980038658871
1994-04-01 7.04461322712134
1994-05-01 7.09502245984036
1994-06-01 7.05045970600730
1994-07-01 6.85104338411202
1994-08-01 6.98875407764378
1994-09-01 7.01596659343943
1994-10-01 7.11138260002592
1994-11-01 7.20096555858454
1994-12-01 7.36369805192502
1995-01-01 6.97173535640051
1995-02-01 6.92534497721587
1995-03-01 6.94763748080882
1995-04-01 6.85364872169552
1995-05-01 6.71295277461936
1995-06-01 6.67132373466654
1995-07-01 6.85423326841264
1995-08-01 6.88655184114037
1995-09-01 6.90937878142676
1995-10-01 7.00193835372886
1995-11-01 6.99149991870743
1995-12-01 7.07975131399247
1996-01-01 7.16745612423395
1996-02-01 7.21646144070836
1996-03-01 7.24726123266137
1996-04-01 7.24684858054537
1996-05-01 7.22276497306733
1996-06-01 7.29567378472818
1996-07-01 7.25170342073489
1996-08-01 7.26916113011136
1996-09-01 7.30285204743570
1996-10-01 7.19909722843661
1996-11-01 7.29134256378039
1996-12-01 7.30139760505394
1997-01-01 7.35912044911362
1997-02-01 7.40595629755632
1997-03-01 7.45414796886402
1997-04-01 7.43571130069558
1997-05-01 7.53197026209915
1997-06-01 7.50658603552216
1997-07-01 7.55996887659933
1997-08-01 7.65599268521531
1997-09-01 7.39283976347417
1997-10-01 7.09955259321657
1997-11-01 7.29431175906548
1997-12-01 7.21016422410749
1998-01-01 7.65060551130905
1998-02-01 7.59358163909258
1998-03-01 7.56344005299972
1998-04-01 7.63100856757001
1998-05-01 7.64086073749343
1998-06-01 7.51087159989445
1998-07-01 7.67389427016830
1998-08-01 7.85941534669370
1998-09-01 7.88551488839409
1998-10-01 7.89444756417064
1998-11-01 7.79092941734534
1998-12-01 7.89579320591250
1999-01-01 8.04813588953834
1999-02-01 8.07624453009446
1999-03-01 8.16385588150953
1999-04-01 8.34159343753995
1999-05-01 8.45730160600827
1999-06-01 8.31180801416629
1999-07-01 8.39863558500577
1999-08-01 8.48591124281902
1999-09-01 8.36868617031656
1999-10-01 8.48270484039715
1999-11-01 8.48230911075269
1999-12-01 8.46217042271260
2000-01-01 8.54358033554069
2000-02-01 8.55797711212714
2000-03-01 8.55568884565461
2000-04-01 8.66851515859291
2000-05-01 8.69013348359638
2000-06-01 8.81012954723473
2000-07-01 8.72122909816837
2000-08-01 8.71579096259111
2000-09-01 8.64816667564448
2000-10-01 8.76771480544444
2000-11-01 8.77059605343510
2000-12-01 8.92296389888204
2001-01-01 8.93864489273007
2001-02-01 9.04626392643663
2001-03-01 9.14330511998602
2001-04-01 8.90254412449151
2001-05-01 8.92576981056869
2001-06-01 9.00941859898910
2001-07-01 8.84312603922656
2001-08-01 9.44570201041150
2001-09-01 9.21551514215246
2001-10-01 9.14836104313259
2001-11-01 9.25999322120461
2001-12-01 9.18442355110475
2002-01-01 9.04186732360863
2002-02-01 9.03993504775316
2002-03-01 9.13876656130163
2002-04-01 9.03823837489463
2002-05-01 9.06150666595669
2002-06-01 9.01223515591684
2002-07-01 8.85496398876623
2002-08-01 8.96417583072177
2002-09-01 9.17250951335062
2002-10-01 9.22434087018798
2002-11-01 9.23638127720068
2002-12-01 9.35296510011040
2003-01-01 9.46252145242869
2003-02-01 9.46160867286573
2003-03-01 9.44876509883826
2003-04-01 9.35918157167780
2003-05-01 9.47822409499256
2003-06-01 9.62586261901831
2003-07-01 9.56429823580258
2003-08-01 9.56652965723303
2003-09-01 9.42502570106868
2003-10-01 9.39328265433884
2003-11-01 9.40605096095987
2003-12-01 9.42748765623952
2004-01-01 9.59410595443194
2004-02-01 9.60471503743975
2004-03-01 9.68086068184409
2004-04-01 9.66724514250898
2004-05-01 9.18376467770366
2004-06-01 9.13895309363472
2004-07-01 9.26429958178656
2004-08-01 9.33918212716780
2004-09-01 9.59070481870800
2004-10-01 9.57066514964471
2004-11-01 9.56933621833352
2004-12-01 9.20527979608766
2005-01-01 9.73071119677012
2005-02-01 9.96509782079185
2005-03-01 10.02291641693460
2005-04-01 10.16986481014390
2005-05-01 9.67523337502363
2005-06-01 9.84729945560938
2005-07-01 9.85700012313166
2005-08-01 9.79898896207498
2005-09-01 9.97509247412273
2005-10-01 9.95131827657466
2005-11-01 9.93819598941749
2005-12-01 9.87796602449782
2006-01-01 9.67327329964751
2006-02-01 9.72402121325914
2006-03-01 9.66483852957974
2006-04-01 9.67014698287857
2006-05-01 9.67253331743730
2006-06-01 9.44307316631895
2006-07-01 9.54020552832342
2006-08-01 9.55341315809673
2006-09-01 9.57145582091489
2006-10-01 9.54535249778736
2006-11-01 9.61248054995890
2006-12-01 9.55202128939220
2007-01-01 9.51146201316286
2007-02-01 9.47623583603130
2007-03-01 9.40041840440113
2007-04-01 9.57305807498283
2007-05-01 9.66795070039658
2007-06-01 9.53225763502213
2007-07-01 9.61855154340410
2007-08-01 9.71056797213575
2007-09-01 9.67621271409991
2007-10-01 9.64784007834693
2007-11-01 9.70356417509393
2007-12-01 9.72854081300068
2008-01-01 9.73909975643154
2008-02-01 9.71278281992443
2008-03-01 9.72692492831873
2008-04-01 9.67632278297008
2008-05-01 9.77434172011782
2008-06-01 9.81430592566351
2008-07-01 9.79270939505251
2008-08-01 9.76818424211712
2008-09-01 9.68503844215049
2008-10-01 9.76424746925696
2008-11-01 9.71030346487526
2008-12-01 9.71357039375723
2009-01-01 9.64491087664568
2009-02-01 9.62942901472810
2009-03-01 9.74755915298575
2009-04-01 9.68336675353739
2009-05-01 9.58462189108313
2009-06-01 9.59831402294938
2009-07-01 9.56678703531590
2009-08-01 9.53714545195526
2009-09-01 9.49249396760006
2009-10-01 9.67796017211973
2009-11-01 9.52764864477671
2009-12-01 9.50785094997201
2010-01-01 9.54672637543076
2010-02-01 9.63174947967574
2010-03-01 9.55769129591299
2010-04-01 9.57906892422659
2010-05-01 9.59807946739930
2010-06-01 9.78250905726275
2010-07-01 9.55089790455814
2010-08-01 9.52479342530203
2010-09-01 9.49667491129278
2010-10-01 9.39062936677706
2010-11-01 9.34523713964618
2010-12-01 9.41233204776471
2011-01-01 9.23992713317903
2011-02-01 9.32533071022552
2011-03-01 9.36418838242557
2011-04-01 9.36593185039406
2011-05-01 9.39906622080949
2011-06-01 9.47143677927513
2011-07-01 9.54444224300851
2011-08-01 9.62849049049355
2011-09-01 9.69825704866326
2011-10-01 9.70729338398197
2011-11-01 9.86310749505250
2011-12-01 9.82820384050078
2012-01-01 9.83261916465975
2012-02-01 9.71453397766733
2012-03-01 9.65298014834557
2012-04-01 9.63952141509109
2012-05-01 9.58919671332245
2012-06-01 9.67123179487669
2012-07-01 9.74504914837845
2012-08-01 9.74369726792958
2012-09-01 9.70361384185686
2012-10-01 9.72732692561294
2012-11-01 9.67754246219721
2012-12-01 9.65112629136045
2013-01-01 9.62394233704771
2013-02-01 9.60219148203097
2013-03-01 9.53633888661179
2013-04-01 9.50781392175683
2013-05-01 9.46396852078835
2013-06-01 9.47613441574039
2013-07-01 9.34364312840069
2013-08-01 9.36252448549660
2013-09-01 9.31821099023370
2013-10-01 9.34398425215421
2013-11-01 9.29484914413600
2013-12-01 9.28301075728471
2014-01-01 9.22667324411401
2014-02-01 9.18486337530329
2014-03-01 9.20860918091576
2014-04-01 9.27412255817333
2014-05-01 9.33375101403180
2014-06-01 8.98131949459377
2014-07-01 9.04114758791553
2014-08-01 8.97368076150057
2014-09-01 9.03673958368407
2014-10-01 8.96496299757103
2014-11-01 8.91192534405330
2014-12-01 9.01272195367621
2015-01-01 9.13890864472842
2015-02-01 9.16828586768275
2015-03-01 9.18880902497203
2015-04-01 9.14487525632926
2015-05-01 9.09681631429524
2015-06-01 9.08046968298802
2015-07-01 9.13232129127386
2015-08-01 9.07645851892436
2015-09-01 9.15091607008482
2015-10-01 9.19260610984708
2015-11-01 9.23909206700977
2015-12-01 9.23920655225565
2016-01-01 9.25011775667977
2016-02-01 9.24541546609755
2016-03-01 9.27037613708407
2016-04-01 9.33314671295198
2016-05-01 9.37359274914376
2016-06-01 9.27335540271893
2016-07-01 9.31435950444119
2016-08-01 9.36882463825368
2016-09-01 9.36534649233915
2016-10-01 9.52162972396544
2016-11-01 9.46178471562980
2016-12-01 9.35402191595713
2017-01-01 9.45296992496234
2017-02-01 9.53007858910338
2017-03-01 9.56352407651234
2017-04-01 9.53947639386029
2017-05-01 9.56457038337418
2017-06-01 9.55958907673297
2017-07-01 9.58902380227817
2017-08-01 9.65249497440570
2017-09-01 9.57592328754670
2017-10-01 9.44348224467015
2017-11-01 9.49152640611254
2017-12-01 9.46382693452072
2018-01-01 9.25244628263711
2018-02-01 9.20682081684832
2018-03-01 9.35518429854079
2018-04-01 9.46097165197213
2018-05-01 9.47353645096357
2018-06-01 9.43918562678977
2018-07-01 9.36500721139072
2018-08-01 9.33805252738476
2018-09-01 9.38831690665892
2018-10-01 9.35910675818142
2018-11-01 9.31206549714197
2018-12-01 9.26658087896755
2019-01-01 9.54510798886177
2019-02-01 9.59027282074233
2019-03-01 9.74997965196421
2019-04-01 9.47921748859865
2019-05-01 9.58755882566102
2019-06-01 9.61815637851096
2019-07-01 9.65224659486100
2019-08-01 9.63541369380815
2019-09-01 9.60090318316800
2019-10-01 9.66518777865531
2019-11-01 9.73311354253590
2019-12-01 9.66756878315849
2020-01-01 9.72692892423022
2020-02-01 9.66610342819995
2020-03-01 9.73165650087919
2020-04-01 8.89840470573679
2020-05-01 8.91140557011137
2020-06-01 9.11367738605629
2020-07-01 9.24444415013970
2020-08-01 9.34007930826041
2020-09-01 9.42160830696692
2020-10-01 9.36223938172466
2020-11-01 9.33596394392542
2020-12-01 9.46855672282606
2021-01-01 9.40405732097419
2021-02-01 9.55167476705368
2021-03-01 9.50771517963834
2021-04-01 9.50554655243337
2021-05-01 9.53178614814395
2021-06-01 9.52874670341024
2021-07-01 9.44987880393284
2021-08-01 9.34681972565106
2021-09-01 9.33599403998193
2021-10-01 9.35164898144873
2021-11-01 9.33249423019364
2021-12-01 9.27287998986410
2022-01-01 9.28686314257635
2022-02-01 9.23821536450928
2022-03-01 9.18065275459358
2022-04-01 9.30750823763340
2022-05-01 9.44542636529600
2022-06-01 9.35116069024619
2022-07-01 9.25784284736926
2022-08-01 9.35391787112835
2022-09-01 9.34904626006374
2022-10-01 9.44677526401965
2022-11-01 9.41661537465212
2022-12-01 9.47974803656404
2023-01-01 9.47301877935680
2023-02-01 9.53553768113322
2023-03-01 9.46323073187847
2023-04-01 9.29851062323687
2023-05-01 9.34726485407532
2023-06-01 9.37108115781055
2023-07-01 9.57198702808815
2023-08-01 9.56183382469177
2023-09-01 9.55392282741357
2023-10-01 9.44511300685266
2023-11-01 9.70476833836429
2023-12-01 9.78637086134680
2024-01-01 9.86159982528407
2024-02-01 9.93273505551944
2024-03-01 10.04917774059920
2024-04-01 10.09466625498300
2024-05-01 10.04766106813550
2024-06-01 9.98699575283575
2024-07-01 9.97701289573747
2024-08-01 10.06587288349360
2024-09-01 10.15878071944090
2024-10-01 10.14786310300870
2024-11-01 10.19284827669960
2024-12-01 10.09245854357460
2025-01-01 10.15430443820840
2025-02-01 10.13452313170540
2025-03-01 10.14019740692730
2025-04-01 10.19064147004970
2025-05-01 10.24740377718340
2025-06-01 10.29820403911560
2025-07-01 10.28063207470600
2025-08-01 10.26692951591530
2025-09-01 10.25399917441500

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