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 2024-11-01
Last Updated 2024-12-21 6:26 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 1.6178739158001203
1990-02-01 1.6155738882410500
1990-03-01 1.6272736624255602
1990-04-01 1.5046875441030300
1990-05-01 1.5162633768696000
1990-06-01 1.5279853128999900
1990-07-01 1.4452530613642702
1990-08-01 1.5435871983069598
1990-09-01 1.5757371306700900
1990-10-01 1.6108618302570301
1990-11-01 1.7073314986840600
1990-12-01 1.6904496210114000
1991-01-01 1.7244555648144500
1991-02-01 1.6140461495654899
1991-03-01 1.6254038235905400
1991-04-01 1.6064390973136100
1991-05-01 1.6178844693558703
1991-06-01 1.6299793141223702
1991-07-01 1.6505827843808503
1991-08-01 1.7451212533893100
1991-09-01 1.6715514551055801
1991-10-01 1.7080065234897501
1991-11-01 1.7106502980653602
1991-12-01 1.6886008600121900
1992-01-01 1.7338923404987900
1992-02-01 1.7130284991870400
1992-03-01 1.7263292407330801
1992-04-01 1.8073569121446500
1992-05-01 1.8194346257491600
1992-06-01 1.8323602252678202
1992-07-01 1.7494371698503601
1992-08-01 1.8401028494610900
1992-09-01 1.8628221120418700
1992-10-01 1.9035913293901798
1992-11-01 1.9074853728346801
1992-12-01 1.8868331215522400
1993-01-01 1.8480121453870701
1993-02-01 1.9150255638652398
1993-03-01 1.9312567834862600
1993-04-01 1.9056645985285903
1993-05-01 1.9152986928665100
1993-06-01 1.9285919627272001
1993-07-01 1.9472421594386400
1993-08-01 1.9330299759689600
1993-09-01 1.9593611530785000
1993-10-01 1.9117228842863400
1993-11-01 1.9170804569119800
1993-12-01 1.9863192541435901
1994-01-01 1.9642582090822900
1994-02-01 2.0170334414246800
1994-03-01 2.0348059950271500
1994-04-01 2.0050044094656100
1994-05-01 2.0078111857676100
1994-06-01 2.0200232848590300
1994-07-01 2.0349866457214900
1994-08-01 2.1241393693996700
1994-09-01 2.1558119071454000
1994-10-01 2.2156709161962302
1994-11-01 2.3191076082488500
1994-12-01 2.4838233379208700
1995-01-01 2.2855536412857500
1995-02-01 2.3259269739685200
1995-03-01 2.1341631334714600
1995-04-01 2.2025765454070200
1995-05-01 2.1955736350102697
1995-06-01 2.2085396080751100
1995-07-01 2.2222749178103100
1995-08-01 2.2126467775560097
1995-09-01 2.2617013445203997
1995-10-01 2.1367836770692900
1995-11-01 2.2417498752302500
1995-12-01 2.3874534350851800
1996-01-01 2.2935661524944000
1996-02-01 2.2329225786069300
1996-03-01 2.2304949391788100
1996-04-01 2.1970254975648700
1996-05-01 2.2802640200865200
1996-06-01 2.2922674197029904
1996-07-01 2.3078077255603700
1996-08-01 2.3029720483879300
1996-09-01 2.2708759121456200
1996-10-01 2.3519342334211300
1996-11-01 2.3592924413579000
1996-12-01 2.3938929235782900
1997-01-01 2.5062719529287300
1997-02-01 2.4477992708615197
1997-03-01 2.4242994524354704
1997-04-01 2.3857462422891100
1997-05-01 2.4631710966323000
1997-06-01 2.4733768101311897
1997-07-01 2.4979856430032600
1997-08-01 2.4984753341375000
1997-09-01 2.4788274196205697
1997-10-01 2.4687468829292600
1997-11-01 2.4759368153507900
1997-12-01 2.4995857395177000
1998-01-01 2.5066173435008197
1998-02-01 2.4535669860180600
1998-03-01 2.5151926132725900
1998-04-01 2.4754043586946500
1998-05-01 2.5522690436194100
1998-06-01 2.4597188521975400
1998-07-01 2.4920370315483200
1998-08-01 2.4980976497367500
1998-09-01 2.4851139559910296
1998-10-01 2.4897921798519200
1998-11-01 2.4898585730128198
1998-12-01 2.4013982678260897
1999-01-01 2.4979281072142000
1999-02-01 2.5560219800961200
1999-03-01 2.6055645097411300
1999-04-01 2.6643369688674800
1999-05-01 2.6483377965191100
1999-06-01 2.6518748418724400
1999-07-01 2.5958608105653900
1999-08-01 2.6028259201382500
1999-09-01 2.5853296811033397
1999-10-01 2.6064468632997700
1999-11-01 2.5928861320508400
1999-12-01 2.5021234554869100
2000-01-01 2.5856455354453800
2000-02-01 2.6494375679968600
2000-03-01 2.7031061752574104
2000-04-01 2.7577901019235000
2000-05-01 2.7494709171592700
2000-06-01 2.8494347472443300
2000-07-01 2.8075390686702800
2000-08-01 2.8142217741839097
2000-09-01 2.8818834304099603
2000-10-01 2.8201789129620100
2000-11-01 2.7861848804028400
2000-12-01 2.8010118539601600
2001-01-01 2.7668065015053500
2001-02-01 2.7377068813462504
2001-03-01 2.7043691578607403
2001-04-01 2.6599294810744200
2001-05-01 2.6596450238344400
2001-06-01 2.6607858606423904
2001-07-01 2.7204903556373594
2001-08-01 2.7275612345425100
2001-09-01 2.6796978747202300
2001-10-01 2.7249152480418997
2001-11-01 2.7746489690194400
2001-12-01 2.7955031948319000
2002-01-01 2.8451782509220696
2002-02-01 2.8205862417675798
2002-03-01 2.8069764917597997
2002-04-01 2.8667943342404900
2002-05-01 2.8692585039082600
2002-06-01 2.7723415205792100
2002-07-01 2.8303532125557500
2002-08-01 2.8383057045908497
2002-09-01 2.8767945054623600
2002-10-01 2.8235449358208298
2002-11-01 2.8636716411530300
2002-12-01 2.7886919529206400
2003-01-01 2.8246683670981603
2003-02-01 2.8085425147797500
2003-03-01 2.7099048302313700
2003-04-01 2.7769111554296600
2003-05-01 2.7819630040331202
2003-06-01 2.7880157167395496
2003-07-01 2.7337509799519903
2003-08-01 2.7425401924654400
2003-09-01 2.6732705966283000
2003-10-01 2.8136907185861000
2003-11-01 2.7574519002088396
2003-12-01 2.7846365211407997
2004-01-01 2.8194890017563700
2004-02-01 2.8033600707430697
2004-03-01 2.8114030863723700
2004-04-01 2.7833559900098700
2004-05-01 2.7930579738386805
2004-06-01 2.7961870881861604
2004-07-01 2.8367725664073395
2004-08-01 2.8432455005780297
2004-09-01 2.8653920069547600
2004-10-01 2.8995963376177800
2004-11-01 2.9551491778933103
2004-12-01 2.9814412695481000
2005-01-01 2.9249786455688700
2005-02-01 3.0040256526821900
2005-03-01 3.0123355836048100
2005-04-01 2.9847244559608500
2005-05-01 3.0024268696455200
2005-06-01 3.0009122527070600
2005-07-01 3.0364855334502594
2005-08-01 3.0423635105395000
2005-09-01 3.0549950781767200
2005-10-01 3.0850978951628303
2005-11-01 3.0573508210020397
2005-12-01 3.0781257604368903
2006-01-01 3.1401269623646897
2006-02-01 3.0078798076616400
2006-03-01 3.1134832740090900
2006-04-01 3.1870620268493397
2006-05-01 3.2095906678160600
2006-06-01 3.2004165887553797
2006-07-01 3.3300288091027600
2006-08-01 3.2391127226688300
2006-09-01 3.2480656453836696
2006-10-01 3.2743559606336006
2006-11-01 3.2622432068613400
2006-12-01 3.1766768145178500
2007-01-01 3.2519652411971600
2007-02-01 3.2118263502890403
2007-03-01 3.3175708723561903
2007-04-01 3.3878779414751100
2007-05-01 3.3092846194992600
2007-06-01 3.3983896238350000
2007-07-01 3.3184289924524600
2007-08-01 3.4414992211279800
2007-09-01 3.4446194966786300
2007-10-01 3.3692866629051696
2007-11-01 3.3653191074959600
2007-12-01 3.3769233589977996
2008-01-01 3.3584966340794504
2008-02-01 3.4159159083816295
2008-03-01 3.4216100910389900
2008-04-01 3.3874625866016297
2008-05-01 3.4059908086873800
2008-06-01 3.3924729808066600
2008-07-01 3.4112705726548500
2008-08-01 3.4441050853737100
2008-09-01 3.4474858263301598
2008-10-01 3.4699989596954000
2008-11-01 3.4708263249282996
2008-12-01 3.4795441836773700
2009-01-01 3.4561000007589500
2009-02-01 3.4137934218464907
2009-03-01 3.3202638560503197
2009-04-01 3.2883057814387300
2009-05-01 3.4004894890020000
2009-06-01 3.3944940779210800
2009-07-01 3.4070945430724198
2009-08-01 3.3454308717498500
2009-09-01 3.3538344200200400
2009-10-01 3.2746854744842007
2009-11-01 3.3739194722280494
2009-12-01 3.3795036809263300
2010-01-01 3.3469130278972500
2010-02-01 3.4131603966148503
2010-03-01 3.4238384073253103
2010-04-01 3.3874374225879500
2010-05-01 3.3952912237899000
2010-06-01 3.3984802774556200
2010-07-01 3.4061909493807407
2010-08-01 3.3453646627654000
2010-09-01 3.3559933664888400
2010-10-01 3.3772734026639400
2010-11-01 3.3757116753612900
2010-12-01 3.3777930438693704
2011-01-01 3.4409347267139900
2011-02-01 3.4142841708411600
2011-03-01 3.4280893662744396
2011-04-01 3.4849699916506296
2011-05-01 3.4907700174572500
2011-06-01 3.5047633196886000
2011-07-01 3.5079277288745200
2011-08-01 3.5451009954996495
2011-09-01 3.4544227058739500
2011-10-01 3.5766506211330498
2011-11-01 3.5756170631609100
2011-12-01 3.5705505280896200
2012-01-01 3.6373284136675900
2012-02-01 3.6236862445753997
2012-03-01 3.6391297836097505
2012-04-01 3.5798459625633700
2012-05-01 3.4903549817390003
2012-06-01 3.5022981832339597
2012-07-01 3.5154289797337000
2012-08-01 3.5367829166542797
2012-09-01 3.5511153970036102
2012-10-01 3.4761492333866200
2012-11-01 3.4786603600593200
2012-12-01 3.4645773393418504
2013-01-01 3.4372825017791800
2013-02-01 3.5303821241124400
2013-03-01 3.4446141339060800
2013-04-01 3.3777741428929002
2013-05-01 3.4913418943355000
2013-06-01 3.4952937611636000
2013-07-01 3.5230200412514600
2013-08-01 3.5268335757036900
2013-09-01 3.5483045250001095
2013-10-01 3.4757810455466700
2013-11-01 3.5810651240498100
2013-12-01 3.5570669196920197
2014-01-01 3.5449199051240803
2014-02-01 3.5352597775093697
2014-03-01 3.5583510553172600
2014-04-01 3.5714736574058503
2014-05-01 3.5929106091981000
2014-06-01 3.5795566295271700
2014-07-01 3.6282698833854300
2014-08-01 3.6216497570768196
2014-09-01 3.6463428859093203
2014-10-01 3.7738612745189797
2014-11-01 3.6827398983002700
2014-12-01 3.7535835052460897
2015-01-01 3.7594460143650300
2015-02-01 3.7360881530468797
2015-03-01 3.7703086068969305
2015-04-01 3.7630797120930897
2015-05-01 3.7968684547817200
2015-06-01 3.8618303367101400
2015-07-01 3.8258940844290095
2015-08-01 3.9208232653146804
2015-09-01 3.9443206678744303
2015-10-01 4.0767013518832010
2015-11-01 4.0831987635414700
2015-12-01 4.1554043005182200
2016-01-01 4.1727480857192700
2016-02-01 4.2346070109211300
2016-03-01 4.2853363515703000
2016-04-01 4.3469763938179100
2016-05-01 4.4053115827886105
2016-06-01 4.4428294602923800
2016-07-01 4.4246596149368090
2016-08-01 4.5224422059306795
2016-09-01 4.4418829962251610
2016-10-01 4.3812685120252600
2016-11-01 4.3790437923178900
2016-12-01 4.3627715891893100
2017-01-01 4.3796914941904510
2017-02-01 4.4241935264104300
2017-03-01 4.3903376409900300
2017-04-01 4.4405848263327500
2017-05-01 4.4161611927454105
2017-06-01 4.4418556418838800
2017-07-01 4.4164469084351200
2017-08-01 4.4184152154543210
2017-09-01 4.5401818282836200
2017-10-01 4.4900308628347200
2017-11-01 4.4744718865438210
2017-12-01 4.4688822568852900
2018-01-01 4.4803799376097100
2018-02-01 4.5107839050228100
2018-03-01 4.5975330555156300
2018-04-01 4.5369445977939900
2018-05-01 4.5294414981045600
2018-06-01 4.5487133814277600
2018-07-01 4.6102499304735900
2018-08-01 4.7205029027039100
2018-09-01 4.5357157451474600
2018-10-01 4.5913503099762405
2018-11-01 4.6670268874268300
2018-12-01 4.6705389993493800
2019-01-01 4.7809256285957900
2019-02-01 4.7995418155147010
2019-03-01 4.9083228549807100
2019-04-01 4.9362117787021400
2019-05-01 4.9466631911809700
2019-06-01 4.9563638544723700
2019-07-01 5.0009545674954600
2019-08-01 5.0215542492303000
2019-09-01 5.0242938026030000
2019-10-01 4.9875323827577995
2019-11-01 5.0634146973821700
2019-12-01 5.0719716307611600
2020-01-01 4.9749446128997405
2020-02-01 4.9897624372555800
2020-03-01 4.9077786128020400
2020-04-01 3.9532615879722597
2020-05-01 4.3515977673705200
2020-06-01 4.2705388081832405
2020-07-01 4.3982662653200600
2020-08-01 4.6213957586997200
2020-09-01 4.5317317777231105
2020-10-01 4.6815752888276200
2020-11-01 4.5651331585803500
2020-12-01 4.6750455473103800
2021-01-01 4.6639832875927310
2021-02-01 4.6826641852893610
2021-03-01 4.7024056944013400
2021-04-01 4.7527138180635395
2021-05-01 4.7619570640043900
2021-06-01 4.7705121251605000
2021-07-01 4.8976365944109600
2021-08-01 4.8211980726355400
2021-09-01 4.9284744317206295
2021-10-01 4.9746675563436800
2021-11-01 4.9663084204538490
2021-12-01 4.9766348336118496
2022-01-01 5.0656158372686600
2022-02-01 5.0747230019257600
2022-03-01 5.1048007840733000
2022-04-01 5.1520912554475700
2022-05-01 5.1669509939580305
2022-06-01 5.2687952411590400
2022-07-01 5.3002000005015900
2022-08-01 5.3259763298613700
2022-09-01 5.3289438108073100
2022-10-01 5.3676470555590400
2022-11-01 5.3662078111862300
2022-12-01 5.3796418858682310
2023-01-01 5.4681178188314400
2023-02-01 5.5680696868229100
2023-03-01 5.6060148867233300
2023-04-01 5.6509698419331910
2023-05-01 5.6713936551861600
2023-06-01 5.8633452477976110
2023-07-01 5.7002570384293900
2023-08-01 5.7265240278883400
2023-09-01 5.7336927127957500
2023-10-01 5.7648376790951000
2023-11-01 5.8668896744284496
2023-12-01 5.8852505450851900
2024-01-01 5.8717855081332395
2024-02-01 5.8641685671786790
2024-03-01 6.0009751135333300
2024-04-01 5.8482114622958900
2024-05-01 5.9707561885567700
2024-06-01 5.8627427312302400
2024-07-01 5.9020635879592690
2024-08-01 5.9267738557110190
2024-09-01 5.9409129569965400
2024-10-01 5.9686855446426910
2024-11-01 5.9633444046133700

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