Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Sierra Vista-Douglas, AZ (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Sierra Vista-Douglas, AZ (MSA)
Series ID SMU04434206500000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 2001-01-01 to 2025-11-01
Last Updated 2026-01-08 12:37 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
2001-01-01 3.31404997121729
2001-02-01 3.32381329664295
2001-03-01 3.30514903954858
2001-04-01 3.31444347315302
2001-05-01 3.28064718950610
2001-06-01 3.29152727344255
2001-07-01 3.37580969408465
2001-08-01 3.45912272767820
2001-09-01 3.40335212903966
2001-10-01 3.40427417099893
2001-11-01 3.41707556230401
2001-12-01 3.40841703942579
2002-01-01 3.51327608428287
2002-02-01 3.52316308977125
2002-03-01 3.60832519045757
2002-04-01 3.61860060310150
2002-05-01 3.58049667886447
2002-06-01 3.59041597365767
2002-07-01 3.57623026726808
2002-08-01 3.56409463498958
2002-09-01 3.49791837372597
2002-10-01 3.50122156793561
2002-11-01 3.41281158306877
2002-12-01 3.50613185200951
2003-01-01 3.51244384976951
2003-02-01 3.52335648173664
2003-03-01 3.51413903865603
2003-04-01 3.52530954112944
2003-05-01 3.58346190801340
2003-06-01 3.58599485411107
2003-07-01 3.57992362372622
2003-08-01 3.67272540800521
2003-09-01 3.68887129277944
2003-10-01 3.69423664821481
2003-11-01 3.70361126573089
2003-12-01 3.70281857236567
2004-01-01 3.71463596053666
2004-02-01 3.72331648510154
2004-03-01 3.72073029776514
2004-04-01 3.73485224323959
2004-05-01 3.78807140633747
2004-06-01 3.78530058225083
2004-07-01 3.78312331367143
2004-08-01 3.77616639673753
2004-09-01 3.77363947194716
2004-10-01 3.88909763351338
2004-11-01 3.89390080085717
2004-12-01 3.90270919134012
2005-01-01 3.91971491530495
2005-02-01 3.92572075403553
2005-03-01 3.92819450287343
2005-04-01 3.93897743782687
2005-05-01 3.89623453141779
2005-06-01 3.98304801918746
2005-07-01 4.08457392289831
2005-08-01 3.97419852841906
2005-09-01 4.06059738821347
2005-10-01 3.98576208509522
2005-11-01 3.98628673401989
2005-12-01 4.10435803546499
2006-01-01 4.02594609336759
2006-02-01 4.02824840731141
2006-03-01 3.93355310672296
2006-04-01 4.04033816046374
2006-05-01 4.00693911365910
2006-06-01 4.08249535594860
2006-07-01 4.08051789802586
2006-08-01 4.06561590517802
2006-09-01 4.14848191825557
2006-10-01 4.18786261253502
2006-11-01 4.18544724673391
2006-12-01 4.30800237193317
2007-01-01 4.13535955716862
2007-02-01 4.12905515375500
2007-03-01 4.13196012396152
2007-04-01 4.03619296511666
2007-05-01 4.01928112973073
2007-06-01 3.88102502640361
2007-07-01 3.87884667315005
2007-08-01 3.85381451782380
2007-09-01 3.74804939926505
2007-10-01 3.68584569499199
2007-11-01 3.68284332957137
2007-12-01 3.61049276379331
2008-01-01 4.14860097500372
2008-02-01 4.13341730743636
2008-03-01 4.12504048458979
2008-04-01 4.23112767075098
2008-05-01 4.22065924399708
2008-06-01 4.28245283781899
2008-07-01 4.28185258345568
2008-08-01 4.34361852410983
2008-09-01 4.35226395546439
2008-10-01 4.28521556149669
2008-11-01 4.27875023730556
2008-12-01 4.31408283882252
2009-01-01 4.36222161103174
2009-02-01 4.33658019708777
2009-03-01 4.31507849345768
2009-04-01 4.32129499599827
2009-05-01 4.31491470255135
2009-06-01 4.38825176748004
2009-07-01 4.38601549330970
2009-08-01 4.34500881042200
2009-09-01 4.25744683913635
2009-10-01 4.38366895752066
2009-11-01 4.37455003322537
2009-12-01 4.41166946285096
2010-01-01 4.37493054191763
2010-02-01 4.44431986982617
2010-03-01 4.40138270703001
2010-04-01 4.31234927640544
2010-05-01 4.30194540402299
2010-06-01 4.29512350381837
2010-07-01 4.28541559068748
2010-08-01 4.35916528041614
2010-09-01 4.25951211966284
2010-10-01 4.38762679464751
2010-11-01 4.37463691170635
2010-12-01 4.30659960916741
2011-01-01 4.28554556051880
2011-02-01 4.24338298980104
2011-03-01 4.18757035166756
2011-04-01 4.40515702360569
2011-05-01 4.48754101360622
2011-06-01 4.50765635062026
2011-07-01 4.48525984412166
2011-08-01 4.57670359489536
2011-09-01 4.65759603056927
2011-10-01 4.68749820045348
2011-11-01 4.77468336984339
2011-12-01 4.79988071452102
2012-01-01 4.99706596832623
2012-02-01 4.94774816625691
2012-03-01 4.97961548583761
2012-04-01 4.99510872610120
2012-05-01 4.96903057747284
2012-06-01 4.91731159110391
2012-07-01 4.98843393040596
2012-08-01 4.89399441029881
2012-09-01 4.95210184068086
2012-10-01 4.88631769943494
2012-11-01 4.87852160311525
2012-12-01 4.89660683108403
2013-01-01 4.80061927476950
2013-02-01 4.74597897851170
2013-03-01 4.78318186433085
2013-04-01 4.68377914241004
2013-05-01 4.65787860634512
2013-06-01 4.62676363140922
2013-07-01 4.59608928746909
2013-08-01 4.50473769673039
2013-09-01 4.44202614986056
2013-10-01 4.38044803562203
2013-11-01 4.38342668920739
2013-12-01 4.39228661666110
2014-01-01 4.40090608987667
2014-02-01 4.44465723740596
2014-03-01 4.39145194454009
2014-04-01 4.37531129565694
2014-05-01 4.45464566790900
2014-06-01 4.42947796235978
2014-07-01 4.60745837636637
2014-08-01 4.61379595688380
2014-09-01 4.43558867159754
2014-10-01 4.56918126840352
2014-11-01 4.58927277205268
2014-12-01 4.58851829593170
2015-01-01 4.59397300787910
2015-02-01 4.63271865837541
2015-03-01 4.60064475263461
2015-04-01 4.77385345588158
2015-05-01 4.75837432101262
2015-06-01 4.83726732246364
2015-07-01 4.72611556530543
2015-08-01 4.71596189437012
2015-09-01 4.73488849031310
2015-10-01 4.75088179161056
2015-11-01 4.68635246096755
2015-12-01 4.68720405313505
2016-01-01 4.68659318831794
2016-02-01 4.62367069475963
2016-03-01 4.60764343906563
2016-04-01 4.66877059321747
2016-05-01 4.66142589795676
2016-06-01 4.74295968829050
2016-07-01 4.75005960225306
2016-08-01 4.82279581006365
2016-09-01 4.83784484966330
2016-10-01 4.73647157307942
2016-11-01 4.88153713817285
2016-12-01 4.98556613024196
2017-01-01 4.87359931418829
2017-02-01 4.91078119907088
2017-03-01 4.90998613432278
2017-04-01 4.86430219184617
2017-05-01 4.76558919771962
2017-06-01 4.85270926368630
2017-07-01 4.87142542971206
2017-08-01 4.82749713752548
2017-09-01 4.84728371170788
2017-10-01 4.83062343043486
2017-11-01 4.77379895983635
2017-12-01 4.78268972028105
2018-01-01 4.76082465975776
2018-02-01 4.79929126496438
2018-03-01 4.70376941757773
2018-04-01 4.66173666425467
2018-05-01 4.56740981288609
2018-06-01 4.66118420125441
2018-07-01 4.68498634740059
2018-08-01 4.73084297674166
2018-09-01 4.76263511686996
2018-10-01 4.83769366231867
2018-11-01 4.86754702953673
2018-12-01 4.47746390501576
2019-01-01 4.55034592636290
2019-02-01 4.58221914490440
2019-03-01 4.59818478131942
2019-04-01 4.66043868476875
2019-05-01 4.66616975865498
2019-06-01 4.66938815557634
2019-07-01 4.59352531828832
2019-08-01 4.62764409560654
2019-09-01 4.68355515920903
2019-10-01 4.64915704641542
2019-11-01 4.65679316725498
2019-12-01 4.67868246476745
2020-01-01 4.64414565051239
2020-02-01 4.66897497940940
2020-03-01 4.69776854699011
2020-04-01 4.25278737826292
2020-05-01 4.26016757559757
2020-06-01 4.27037358072828
2020-07-01 4.19932434043273
2020-08-01 4.32496845890732
2020-09-01 4.29985147468878
2020-10-01 4.36595893881942
2020-11-01 4.35095473303401
2020-12-01 4.37955135550512
2021-01-01 4.44033996381459
2021-02-01 4.35619488309314
2021-03-01 4.40326114346564
2021-04-01 4.34437545010134
2021-05-01 4.35459024487845
2021-06-01 4.36679341815395
2021-07-01 4.40453234851223
2021-08-01 4.41895256432696
2021-09-01 4.31204958582454
2021-10-01 4.38124289536490
2021-11-01 4.44530168894262
2021-12-01 4.48788263351321
2022-01-01 4.43060215802248
2022-02-01 4.54978451027953
2022-03-01 4.50701490224718
2022-04-01 4.54232597733440
2022-05-01 4.65329178955885
2022-06-01 4.55938140243436
2022-07-01 4.60360890015851
2022-08-01 4.61772117593010
2022-09-01 4.61248397900113
2022-10-01 4.69432015488965
2022-11-01 4.74695411935694
2022-12-01 4.69403536652412
2023-01-01 4.72195239587868
2023-02-01 4.74437036408963
2023-03-01 4.70950299204359
2023-04-01 4.84527215067794
2023-05-01 4.85661791250599
2023-06-01 5.05164720012631
2023-07-01 4.80046620181014
2023-08-01 4.81884594134373
2023-09-01 4.80969237940044
2023-10-01 4.69809904504694
2023-11-01 4.74771706209372
2023-12-01 4.80458904676903
2024-01-01 4.81055534322429
2024-02-01 4.84650083666964
2024-03-01 4.81048047301781
2024-04-01 4.84949877999187
2024-05-01 4.86138393452975
2024-06-01 4.84230887653890
2024-07-01 4.79620402277017
2024-08-01 5.02331361105663
2024-09-01 4.90089596650934
2024-10-01 4.89994471904951
2024-11-01 4.95479656423947
2024-12-01 4.90896700888864
2025-01-01 5.00345214932521
2025-02-01 4.94825339051666
2025-03-01 5.00974797869009
2025-04-01 4.95380776184200
2025-05-01 4.96615619418264
2025-06-01 5.03642237395825
2025-07-01 5.09381702120770
2025-08-01 5.02550392327233
2025-09-01 5.09555393250526
2025-10-01 5.09863673430804
2025-11-01 5.05955233292930

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