Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Auburn-Opelika, AL (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Auburn-Opelika, AL (MSA)
Series ID AUBU201EDUH
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 10:07 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 1.93544682732315
1990-02-01 1.92636374471968
1990-03-01 1.93417943391157
1990-04-01 1.82563061938541
1990-05-01 1.82368567611709
1990-06-01 1.82529539057002
1990-07-01 1.75856262489435
1990-08-01 1.81131314801531
1990-09-01 1.85422947307118
1990-10-01 2.01492570005910
1990-11-01 2.08778470645115
1990-12-01 2.07923027279205
1991-01-01 2.14353904966595
1991-02-01 2.02475107697502
1991-03-01 2.03389917791204
1991-04-01 2.02917358055420
1991-05-01 2.02908336973349
1991-06-01 2.02727142823293
1991-07-01 2.06541996605551
1991-08-01 2.11352992617041
1991-09-01 2.04998635692036
1991-10-01 2.11287573162457
1991-11-01 2.08964363887787
1991-12-01 2.07709418519286
1992-01-01 2.14937209043459
1992-02-01 2.12106978272722
1992-03-01 2.13487249324265
1992-04-01 2.23176464948535
1992-05-01 2.23509487974978
1992-06-01 2.22953712324688
1992-07-01 2.15941733375597
1992-08-01 2.21459658325511
1992-09-01 2.24748075747279
1992-10-01 2.30728261155690
1992-11-01 2.28677793859105
1992-12-01 2.27374279846320
1993-01-01 2.25251019084419
1993-02-01 2.31597427245955
1993-03-01 2.34166368329355
1993-04-01 2.33521333403311
1993-05-01 2.33955585018640
1993-06-01 2.32471622915087
1993-07-01 2.35186583125493
1993-08-01 2.31613068347575
1993-09-01 2.35016912820464
1993-10-01 2.31244903676501
1993-11-01 2.29593605283964
1993-12-01 2.37187494175014
1994-01-01 2.35312168097506
1994-02-01 2.40975625481818
1994-03-01 2.44503108168949
1994-04-01 2.44380651597931
1994-05-01 2.44200888216971
1994-06-01 2.52137512087544
1994-07-01 2.53402455492519
1994-08-01 2.61317042299024
1994-09-01 2.64866699879037
1994-10-01 2.71062214738131
1994-11-01 2.79562202490902
1994-12-01 2.96571636125647
1995-01-01 2.75660555075681
1995-02-01 2.81072322642916
1995-03-01 2.64640609424697
1995-04-01 2.75511448895348
1995-05-01 2.74201425275336
1995-06-01 2.71148432420257
1995-07-01 2.71943600546988
1995-08-01 2.70247199767420
1995-09-01 2.75146127589841
1995-10-01 2.62767727004196
1995-11-01 2.72131517085786
1995-12-01 2.87322080497517
1996-01-01 2.75845705642152
1996-02-01 2.71900860626578
1996-03-01 2.63976157337267
1996-04-01 2.64948574567997
1996-05-01 2.72671806985839
1996-06-01 2.80012363737907
1996-07-01 2.80448346177811
1996-08-01 2.78729127135953
1996-09-01 2.75484835435894
1996-10-01 2.83654851184176
1996-11-01 2.84464801458499
1996-12-01 2.89010251655127
1997-01-01 2.96953535995373
1997-02-01 2.93827218875488
1997-03-01 2.93861789415878
1997-04-01 2.83704029433812
1997-05-01 2.90364578396067
1997-06-01 2.87881668950971
1997-07-01 2.99672649414173
1997-08-01 2.97627467368963
1997-09-01 2.95463437285126
1997-10-01 2.94498449069430
1997-11-01 2.97138857395201
1997-12-01 3.00742085781460
1998-01-01 2.98358292010265
1998-02-01 2.95341191583474
1998-03-01 3.02992245065685
1998-04-01 3.01953190712916
1998-05-01 3.07988613681935
1998-06-01 2.96296397224832
1998-07-01 2.89022508936315
1998-08-01 2.97229651516511
1998-09-01 2.94841823717176
1998-10-01 2.95911081103700
1998-11-01 2.89683944229917
1998-12-01 2.82029470438409
1999-01-01 2.89290733761202
1999-02-01 2.96020060344840
1999-03-01 3.01925313682679
1999-04-01 3.10116665801448
1999-05-01 3.06659397517529
1999-06-01 3.04931351632796
1999-07-01 2.99369792777370
1999-08-01 2.97572144899480
1999-09-01 2.93999176439913
1999-10-01 2.97172508655583
1999-11-01 3.00865081233416
1999-12-01 2.92528482123745
2000-01-01 3.00264970638028
2000-02-01 3.05802086479157
2000-03-01 3.11456568278544
2000-04-01 3.18816296730489
2000-05-01 3.26111431137517
2000-06-01 3.34180865075863
2000-07-01 3.30129542042110
2000-08-01 3.28649419005574
2000-09-01 3.32237224236470
2000-10-01 3.28307527050597
2000-11-01 3.20549816964628
2000-12-01 3.32836686307803
2001-01-01 3.19852886806557
2001-02-01 3.14726734262296
2001-03-01 3.11673942138378
2001-04-01 3.08857703021430
2001-05-01 3.06600696892776
2001-06-01 3.04612376424484
2001-07-01 3.31319704871663
2001-08-01 3.30612600814078
2001-09-01 3.22410190612592
2001-10-01 3.19410956069535
2001-11-01 3.19399808585991
2001-12-01 3.21301784307396
2002-01-01 3.28121257697170
2002-02-01 3.33327991163669
2002-03-01 3.32019175402412
2002-04-01 3.29621528552414
2002-05-01 3.27308455087695
2002-06-01 3.15605573432248
2002-07-01 3.32146446502022
2002-08-01 3.32311162793845
2002-09-01 3.32110511734458
2002-10-01 3.30056071182116
2002-11-01 3.38012088843857
2002-12-01 3.30071503419294
2003-01-01 3.25913867640749
2003-02-01 3.21937892159643
2003-03-01 3.11972397741581
2003-04-01 3.20288223799039
2003-05-01 3.18110963324922
2003-06-01 3.16954887108216
2003-07-01 3.13005273776493
2003-08-01 3.13307608596883
2003-09-01 3.03086338509257
2003-10-01 3.29845705315379
2003-11-01 3.16860517338324
2003-12-01 3.18929357302492
2004-01-01 3.24834372510970
2004-02-01 3.21661472415503
2004-03-01 3.22028167480197
2004-04-01 3.20006319088597
2004-05-01 3.28844574802331
2004-06-01 3.27987290045458
2004-07-01 3.24023136478385
2004-08-01 3.23761929901686
2004-09-01 3.22685132709093
2004-10-01 3.29131141144237
2004-11-01 3.36025995653075
2004-12-01 3.38681496220450
2005-01-01 3.34506138809933
2005-02-01 3.41892893099224
2005-03-01 3.42086420896248
2005-04-01 3.39668259947157
2005-05-01 3.39308896331006
2005-06-01 3.38546766051161
2005-07-01 3.44731530475686
2005-08-01 3.43869347728902
2005-09-01 3.52365998561265
2005-10-01 3.48047216918727
2005-11-01 3.45646542234725
2005-12-01 3.47952265711696
2006-01-01 3.55473657059158
2006-02-01 3.42062263030908
2006-03-01 3.52053512078676
2006-04-01 3.59397495323738
2006-05-01 3.60300342224708
2006-06-01 3.59320310180109
2006-07-01 3.74910421577649
2006-08-01 3.63299891465263
2006-09-01 3.61789943849944
2006-10-01 3.67028035263077
2006-11-01 3.65832758225981
2006-12-01 3.57551705967368
2007-01-01 3.66234350129648
2007-02-01 3.62238972234803
2007-03-01 3.72395311112259
2007-04-01 3.79121996269324
2007-05-01 3.70731359467535
2007-06-01 3.80352132664114
2007-07-01 3.74372428509457
2007-08-01 3.82872436453979
2007-09-01 3.81760590996372
2007-10-01 3.76145875907242
2007-11-01 3.75529295784468
2007-12-01 3.76866840611927
2008-01-01 3.76853826734395
2008-02-01 3.82752183049624
2008-03-01 3.82679108758013
2008-04-01 3.79100156403990
2008-05-01 3.80537445106032
2008-06-01 3.81023205464979
2008-07-01 3.84286263156477
2008-08-01 3.82633478221441
2008-09-01 3.82225951137750
2008-10-01 3.85790404787058
2008-11-01 3.85613362509001
2008-12-01 3.86538894835299
2009-01-01 3.76188963380572
2009-02-01 3.82872565241612
2009-03-01 3.72677412624062
2009-04-01 3.69433662058052
2009-05-01 3.69339306963410
2009-06-01 3.71750175212971
2009-07-01 3.74145194592747
2009-08-01 3.72966574944642
2009-09-01 3.73588942102625
2009-10-01 3.65784072619431
2009-11-01 3.75479986768930
2009-12-01 3.76521118397463
2010-01-01 3.75311521956706
2010-02-01 3.72641482729325
2010-03-01 3.72508783679046
2010-04-01 3.80167957871414
2010-05-01 3.77956371556170
2010-06-01 3.72414849974016
2010-07-01 3.74148826695233
2010-08-01 3.73510249699098
2010-09-01 3.64366747321311
2010-10-01 3.75660375020093
2010-11-01 3.75526790515646
2010-12-01 3.76790860203668
2011-01-01 3.84233306391214
2011-02-01 3.72814835705250
2011-03-01 3.82786816198375
2011-04-01 3.80177406942810
2011-05-01 3.86660955236110
2011-06-01 3.93120000888590
2011-07-01 3.84137386934968
2011-08-01 3.83970424346730
2011-09-01 3.84594414449292
2011-10-01 3.85303796158631
2011-11-01 3.85410239673768
2011-12-01 3.87340165503929
2012-01-01 3.93688785549016
2012-02-01 3.93455682725222
2012-03-01 3.93068458651517
2012-04-01 3.90035985484452
2012-05-01 3.86185937473910
2012-06-01 3.82355476171350
2012-07-01 3.84197035841419
2012-08-01 3.93797729678585
2012-09-01 3.84748024303795
2012-10-01 3.85257265770909
2012-11-01 3.85761854588959
2012-12-01 3.78208199175068
2013-01-01 3.83690212577453
2013-02-01 3.83565418896000
2013-03-01 3.83522522812807
2013-04-01 3.79300468250045
2013-05-01 3.86597790030690
2013-06-01 3.81040397215659
2013-07-01 3.84030785690999
2013-08-01 3.82883846280406
2013-09-01 3.84813814046859
2013-10-01 3.85412029525329
2013-11-01 3.86236418383572
2013-12-01 3.88876799468581
2014-01-01 3.84654172612941
2014-02-01 3.83249791957958
2014-03-01 3.84475014368044
2014-04-01 3.88401929576818
2014-05-01 3.87381218260566
2014-06-01 3.89004957259973
2014-07-01 3.93761927075407
2014-08-01 3.92126819338996
2014-09-01 3.94809362284368
2014-10-01 3.95761577889146
2014-11-01 3.96848983136949
2014-12-01 3.99319524967988
2015-01-01 3.95605985233240
2015-02-01 4.03313532597448
2015-03-01 4.05884171117895
2015-04-01 4.06908715608440
2015-05-01 4.08120080666007
2015-06-01 4.17137379637475
2015-07-01 4.13240331199449
2015-08-01 4.21211182088295
2015-09-01 4.24879817783272
2015-10-01 4.36088705550729
2015-11-01 4.37596965433693
2015-12-01 4.39408229684095
2016-01-01 4.47022389843048
2016-02-01 4.43441956448778
2016-03-01 4.57386282073372
2016-04-01 4.65178757723191
2016-05-01 4.68868619428092
2016-06-01 4.75186976071107
2016-07-01 4.72848190289116
2016-08-01 4.80452992171174
2016-09-01 4.75247319939060
2016-10-01 4.66560634863070
2016-11-01 4.68258782250314
2016-12-01 4.68939893481113
2017-01-01 4.67409763651808
2017-02-01 4.73341439852528
2017-03-01 4.68140907512740
2017-04-01 4.74528640534067
2017-05-01 4.70096855960303
2017-06-01 4.75074369656076
2017-07-01 4.71742147074548
2017-08-01 4.69296158493311
2017-09-01 4.85891950875488
2017-10-01 4.76696021231242
2017-11-01 4.78888464143902
2017-12-01 4.78091997257978
2018-01-01 4.87906541892881
2018-02-01 4.82775758932015
2018-03-01 4.89170998148066
2018-04-01 4.84379565955052
2018-05-01 4.91447658094136
2018-06-01 4.85586332224276
2018-07-01 4.90586581554137
2018-08-01 4.98765133228298
2018-09-01 4.86165166695031
2018-10-01 4.96348283732425
2018-11-01 4.98552800623977
2018-12-01 5.06968868150074
2019-01-01 5.08469355120315
2019-02-01 5.12412894560917
2019-03-01 5.20463559481276
2019-04-01 5.25125039884952
2019-05-01 5.22844001335727
2019-06-01 5.25985577250909
2019-07-01 5.29464186841352
2019-08-01 5.27890497001580
2019-09-01 5.25255076583263
2019-10-01 5.25324773484512
2019-11-01 5.48052814352968
2019-12-01 5.36563387380642
2020-01-01 5.29818052520336
2020-02-01 5.32273274019380
2020-03-01 5.21057293907525
2020-04-01 4.26929090906973
2020-05-01 4.63348884058078
2020-06-01 4.56014798342640
2020-07-01 4.69302179236325
2020-08-01 4.77841541736414
2020-09-01 4.84695847333971
2020-10-01 4.94833985426949
2020-11-01 4.87174676175170
2020-12-01 4.97119628618524
2021-01-01 5.00407612834691
2021-02-01 5.02612633119165
2021-03-01 5.01508884954034
2021-04-01 5.07538662395427
2021-05-01 5.03978344438797
2021-06-01 5.03901441217416
2021-07-01 5.09871624435205
2021-08-01 5.06997200774020
2021-09-01 5.12908362083908
2021-10-01 5.13872980817612
2021-11-01 5.26656541130439
2021-12-01 5.28287112409512
2022-01-01 5.31976064414636
2022-02-01 5.43485350692353
2022-03-01 5.42824837913451
2022-04-01 5.37685645415486
2022-05-01 5.44255440597062
2022-06-01 5.51239480768531
2022-07-01 5.50992930249405
2022-08-01 5.56557846090671
2022-09-01 5.61440650488410
2022-10-01 5.62997468657509
2022-11-01 5.65708194165669
2022-12-01 5.69370284720661
2023-01-01 5.83386836284810
2023-02-01 5.94589304230204
2023-03-01 5.93753339222586
2023-04-01 6.37853411253600
2023-05-01 5.94231337893273
2023-06-01 6.48147687192109
2023-07-01 6.42524158850041
2023-08-01 6.05904972687075
2023-09-01 6.49730101128596
2023-10-01 6.51525719146881
2023-11-01 6.54871689493664
2023-12-01 6.50607356105679
2024-01-01 6.13841093977188
2024-02-01 6.96304520632516
2024-03-01 6.33735321071633
2024-04-01 6.47690811836051
2024-05-01 6.33915704765064
2024-06-01 6.67332968386151
2024-07-01 6.03315108343365
2024-08-01 6.16055428508085
2024-09-01 6.20817717895711
2024-10-01 6.21800238800117
2024-11-01 6.24332127641440
2024-12-01 6.30398129811166
2025-01-01 6.44181785444165
2025-02-01 6.46618713051398
2025-03-01 6.53862125814223
2025-04-01 6.37599054244485
2025-05-01 6.33694117791365
2025-06-01 6.28378567189005
2025-07-01 6.34011310116415
2025-08-01 6.35968097191995
2025-09-01 6.30943423685414
2025-10-01 6.41148217516219
2025-11-01 6.44016574787599

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