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 2026-09-01
Last Updated 2026-10-20 9:37 AM 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 1.9357613939
1990-02-01 1.9265496864
1990-03-01 1.9340276708
1990-04-01 1.8255226613
1990-05-01 1.8234966265
1990-06-01 1.8249652662
1990-07-01 1.7590592995
1990-08-01 1.8104577075
1990-09-01 1.8532603170
1990-10-01 2.0157987785
1990-11-01 2.0883399177
1990-12-01 2.0795836000
1991-01-01 2.1438509756
1991-02-01 2.0249201146
1991-03-01 2.0337421748
1991-04-01 2.0290491962
1991-05-01 2.0288873285
1991-06-01 2.0269444929
1991-07-01 2.0659370684
1991-08-01 2.1126567121
1991-09-01 2.0490475076
1991-10-01 2.1136881900
1991-11-01 2.0901355697
1991-12-01 2.0774073916
1992-01-01 2.1496061562
1992-02-01 2.1211887307
1992-03-01 2.1347444919
1992-04-01 2.2316184308
1992-05-01 2.2349158672
1992-06-01 2.2292733446
1992-07-01 2.1597859343
1992-08-01 2.2139727542
1992-09-01 2.2468463498
1992-10-01 2.3078655815
1992-11-01 2.2871228108
1992-12-01 2.2739864068
1993-01-01 2.2526720366
1993-02-01 2.3160507157
1993-03-01 2.3415781299
1993-04-01 2.3350766296
1993-05-01 2.3394181650
1993-06-01 2.3245353445
1993-07-01 2.3521336080
1993-08-01 2.3157695829
1993-09-01 2.3498436210
1993-10-01 2.3127727015
1993-11-01 2.2960991404
1993-12-01 2.3720206224
1994-01-01 2.3532028865
1994-02-01 2.4097833054
1994-03-01 2.4449894286
1994-04-01 2.4437009328
1994-05-01 2.4419259955
1994-06-01 2.5212858730
1994-07-01 2.5341442183
1994-08-01 2.6130507088
1994-09-01 2.6486243602
1994-10-01 2.7107243762
1994-11-01 2.7956423554
1994-12-01 2.9657830132
1995-01-01 2.7566434853
1995-02-01 2.8107333134
1995-03-01 2.6463840290
1995-04-01 2.7550617959
1995-05-01 2.7419747587
1995-06-01 2.7114456578
1995-07-01 2.7195106380
1995-08-01 2.7024452319
1995-09-01 2.7514415824
1995-10-01 2.6277221555
1995-11-01 2.7213084904
1995-12-01 2.8732477104
1996-01-01 2.7584567910
1996-02-01 2.7190024339
1996-03-01 2.6397458601
1996-04-01 2.6494744708
1996-05-01 2.7267110070
1996-06-01 2.8001225796
1996-07-01 2.8044872945
1996-08-01 2.7872970849
1996-09-01 2.7548526205
1996-10-01 2.8365538657
1996-11-01 2.8446442112
1996-12-01 2.8901228876
1997-01-01 2.9695281401
1997-02-01 2.9382654657
1997-03-01 2.9386090466
1997-04-01 2.8370372806
1997-05-01 2.9036433719
1997-06-01 2.8788173374
1997-07-01 2.9967280611
1997-08-01 2.9762759307
1997-09-01 2.9546345016
1997-10-01 2.9449865397
1997-11-01 2.9713858441
1997-12-01 3.0074377075
1998-01-01 2.9835796260
1998-02-01 2.9534090173
1998-03-01 3.0299179724
1998-04-01 3.0195307772
1998-05-01 3.0798833112
1998-06-01 2.9629633550
1998-07-01 2.8902246829
1998-08-01 2.9722959810
1998-09-01 2.9484176907
1998-10-01 2.9591120078
1998-11-01 2.8968389537
1998-12-01 2.8203040090
1999-01-01 2.8929065470
1999-02-01 2.9601994961
1999-03-01 3.0192511437
1999-04-01 3.1011659194
1999-05-01 3.0665913116
1999-06-01 3.0493130461
1999-07-01 2.9936975322
1999-08-01 2.9757210897
1999-09-01 2.9399914954
1999-10-01 2.9717248168
1999-11-01 3.0086504575
1999-12-01 2.9252920701
2000-01-01 3.0026490063
2000-02-01 3.0580199446
2000-03-01 3.1145646211
2000-04-01 3.1881625736
2000-05-01 3.2611123554
2000-06-01 3.3418084325
2000-07-01 3.3012951225
2000-08-01 3.2864938624
2000-09-01 3.3223719189
2000-10-01 3.2830748973
2000-11-01 3.2054976827
2000-12-01 3.3283728231
2001-01-01 3.1985282667
2001-02-01 3.1472667074
2001-03-01 3.1167387657
2001-04-01 3.0885765164
2001-05-01 3.0660059528
2001-06-01 3.0461238020
2001-07-01 3.3131968443
2001-08-01 3.3061257613
2001-09-01 3.2241016797
2001-10-01 3.1941093165
2001-11-01 3.1939977272
2001-12-01 3.2130214157
2002-01-01 3.2812122075
2002-02-01 3.3332794903
2002-03-01 3.3201912659
2002-04-01 3.2962148640
2002-05-01 3.2730840977
2002-06-01 3.1560557176
2002-07-01 3.3214643182
2002-08-01 3.3231115102
2002-09-01 3.3211050793
2002-10-01 3.3005607414
2002-11-01 3.3801208695
2002-12-01 3.3007162007
2003-01-01 3.2591386833
2003-02-01 3.2193788383
2003-03-01 3.1197237842
2003-04-01 3.2028820164
2003-05-01 3.1811094166
2003-06-01 3.1695488625
2003-07-01 3.1300526848
2003-08-01 3.1330760519
2003-09-01 3.0308633873
2003-10-01 3.2984570784
2003-11-01 3.1686051222
2003-12-01 3.1892940424
2004-01-01 3.2483437295
2004-02-01 3.2166146870
2004-03-01 3.2202815829
2004-04-01 3.2000631148
2004-05-01 3.2884456739
2004-06-01 3.2798728510
2004-07-01 3.2402313739
2004-08-01 3.2376193117
2004-09-01 3.2268513516
2004-10-01 3.2913114468
2004-11-01 3.3602599397
2004-12-01 3.3868149956
2005-01-01 3.3450614200
2005-02-01 3.4189289334
2005-03-01 3.4208641812
2005-04-01 3.3966825829
2005-05-01 3.3930889426
2005-06-01 3.3854676480
2005-07-01 3.4473153091
2005-08-01 3.4386934976
2005-09-01 3.5236600123
2005-10-01 3.4804721961
2005-11-01 3.4564654093
2005-12-01 3.4795226503
2006-01-01 3.5547365577
2006-02-01 3.4206225812
2006-03-01 3.5205350865
2006-04-01 3.5939749444
2006-05-01 3.6030034251
2006-06-01 3.5932031254
2006-07-01 3.7491042634
2006-08-01 3.6329989891
2006-09-01 3.6178995158
2006-10-01 3.6702803866
2006-11-01 3.6583275889
2006-12-01 3.5755169861
2007-01-01 3.6623433706
2007-02-01 3.6223895317
2007-03-01 3.7239529901
2007-04-01 3.7912200518
2007-05-01 3.7073136343
2007-06-01 3.8035214249
2007-07-01 3.7437243983
2007-08-01 3.8287245095
2007-09-01 3.8176061617
2007-10-01 3.7614588138
2007-11-01 3.7552930195
2007-12-01 3.7686683556
2008-01-01 3.7685382069
2008-02-01 3.8275205345
2008-03-01 3.8267909297
2008-04-01 3.7910017344
2008-05-01 3.8053744309
2008-06-01 3.8102332482
2008-07-01 3.8428626694
2008-08-01 3.8263348609
2008-09-01 3.8222598395
2008-10-01 3.8579040974
2008-11-01 3.8561337619
2008-12-01 3.8653889463
2009-01-01 3.7618896195
2009-02-01 3.8287231530
2009-03-01 3.7267736772
2009-04-01 3.6943364923
2009-05-01 3.6933925775
2009-06-01 3.7175054070
2009-07-01 3.7414516830
2009-08-01 3.7296661344
2009-09-01 3.7358898515
2009-10-01 3.6578406952
2009-11-01 3.7547997355
2009-12-01 3.7652123605
2010-01-01 3.7531146120
2010-02-01 3.7264105948
2010-03-01 3.7250865510
2010-04-01 3.8016784311
2010-05-01 3.7795621448
2010-06-01 3.7241543366
2010-07-01 3.7414879983
2010-08-01 3.7351042304
2010-09-01 3.6436694434
2010-10-01 3.7566053213
2010-11-01 3.7552688204
2010-12-01 3.7679115418
2011-01-01 3.8423314177
2011-02-01 3.7281420639
2011-03-01 3.8278638323
2011-04-01 3.8017682981
2011-05-01 3.8666023463
2011-06-01 3.9312032434
2011-07-01 3.8413727694
2011-08-01 3.8397109827
2011-09-01 3.8459549854
2011-10-01 3.8530508168
2011-11-01 3.8541143967
2011-12-01 3.8734145318
2012-01-01 3.9368605050
2012-02-01 3.9345490722
2012-03-01 3.9306753184
2012-04-01 3.9003428867
2012-05-01 3.8618375078
2012-06-01 3.8235599465
2012-07-01 3.8419604959
2012-08-01 3.9379821858
2012-09-01 3.8474946791
2012-10-01 3.8526513992
2012-11-01 3.8576366387
2012-12-01 3.7820997644
2013-01-01 3.8368516954
2013-02-01 3.8356256851
2013-03-01 3.8352252741
2013-04-01 3.7929872668
2013-05-01 3.8659389929
2013-06-01 3.8103939829
2013-07-01 3.8402543857
2013-08-01 3.8288147453
2013-09-01 3.8480924701
2013-10-01 3.8544696864
2013-11-01 3.8623401931
2013-12-01 3.8887616414
2014-01-01 3.8464545137
2014-02-01 3.8324510644
2014-03-01 3.8447670584
2014-04-01 3.8840135120
2014-05-01 3.8737650539
2014-06-01 3.8900224475
2014-07-01 3.9375172201
2014-08-01 3.9212152326
2014-09-01 3.9479434061
2014-10-01 3.9582591045
2014-11-01 3.9684206792
2014-12-01 3.9931468313
2015-01-01 3.9559305384
2015-02-01 4.0330510718
2015-03-01 4.0588861915
2015-04-01 4.0691183235
2015-05-01 4.0812149719
2015-06-01 4.1714423606
2015-07-01 4.1324330615
2015-08-01 4.2111264509
2015-09-01 4.2490156369
2015-10-01 4.3619877403
2015-11-01 4.3759095049
2015-12-01 4.3939773409
2016-01-01 4.4699914124
2016-02-01 4.4342404401
2016-03-01 4.5738571544
2016-04-01 4.6518203175
2016-05-01 4.6887494246
2016-06-01 4.7520616247
2016-07-01 4.7287302567
2016-08-01 4.8024468411
2016-09-01 4.7533384233
2016-10-01 4.6671282744
2016-11-01 4.6830548472
2016-12-01 4.6887074371
2017-01-01 4.6736754974
2017-02-01 4.7327102047
2017-03-01 4.6815957731
2017-04-01 4.7453648857
2017-05-01 4.7009283524
2017-06-01 4.7512883395
2017-07-01 4.7178686497
2017-08-01 4.6897067156
2017-09-01 4.8599667903
2017-10-01 4.7698376717
2017-11-01 4.7908627944
2017-12-01 4.7790412775
2018-01-01 4.8780021534
2018-02-01 4.8262431213
2018-03-01 4.8918668208
2018-04-01 4.8437914428
2018-05-01 4.9143109920
2018-06-01 4.8568430979
2018-07-01 4.9066546726
2018-08-01 4.9843551230
2018-09-01 4.8627521663
2018-10-01 4.9676541750
2018-11-01 4.9890907554
2018-12-01 5.0660956060
2019-01-01 5.0822898001
2019-02-01 5.1209369087
2019-03-01 5.2041931312
2019-04-01 5.2509792824
2019-05-01 5.2284980178
2019-06-01 5.2622315999
2019-07-01 5.2968946478
2019-08-01 5.2765276809
2019-09-01 5.2544493783
2019-10-01 5.2588716010
2019-11-01 5.4851478595
2019-12-01 5.3598727632
2020-01-01 5.2931742449
2020-02-01 5.3170135698
2020-03-01 5.2068276354
2020-04-01 4.2699616810
2020-05-01 4.6319298478
2020-06-01 4.5660673779
2020-07-01 4.6976789896
2020-08-01 4.7792021332
2020-09-01 4.8512528631
2020-10-01 4.9551058592
2020-11-01 4.8750310774
2020-12-01 4.9633655798
2021-01-01 4.9956900296
2021-02-01 5.0155946405
2021-03-01 4.9997767364
2021-04-01 5.0832605819
2021-05-01 5.0328437471
2021-06-01 5.0558329864
2021-07-01 5.1105488035
2021-08-01 5.0740069919
2021-09-01 5.1393939918
2021-10-01 5.1437659632
2021-11-01 5.2701544394
2021-12-01 5.2676854649
2022-01-01 5.3080517903
2022-02-01 5.4196295714
2022-03-01 5.3984069496
2022-04-01 5.3910932878
2022-05-01 5.4238862032
2022-06-01 5.5450938823
2022-07-01 5.5323977333
2022-08-01 5.5744435346
2022-09-01 5.6295412003
2022-10-01 5.6352512018
2022-11-01 5.6633652764
2022-12-01 5.6742862251
2023-01-01 5.8150286489
2023-02-01 5.9233929248
2023-03-01 5.8871337568
2023-04-01 6.3989233553
2023-05-01 5.9149737199
2023-06-01 6.5362582236
2023-07-01 6.4586023305
2023-08-01 6.0710129740
2023-09-01 6.5238126634
2023-10-01 6.5221895181
2023-11-01 6.5617911127
2023-12-01 6.4795687807
2024-01-01 6.1123989546
2024-02-01 6.9309711853
2024-03-01 6.2708819896
2024-04-01 5.9941265241
2024-05-01 6.0033591485
2024-06-01 5.9510007661
2024-07-01 5.8641224383
2024-08-01 5.9781520312
2024-09-01 5.9416483738
2024-10-01 6.0328991321
2024-11-01 5.9640992339
2024-12-01 6.0784868389
2025-01-01 6.1008781178
2025-02-01 6.1272323582
2025-03-01 6.1525502237
2025-04-01 6.1901214247
2025-05-01 6.2015609751
2025-06-01 6.0644215001
2025-07-01 6.1704677787
2025-08-01 6.3802846796
2025-09-01 6.2492468771
2025-10-01 6.2304102129
2025-11-01 6.2680269888
2025-12-01 6.2732615312
2026-01-01 6.3954690360
2026-02-01 6.4264962124
2026-03-01 6.4469865366
2026-04-01 6.4797762999
2026-05-01 6.4011947142
2026-06-01 6.4784056739
2026-07-01 6.5722508649
2026-08-01 6.4870778155
2026-09-01 6.4531234712

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