Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Tucson, AZ (MSA)

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Tucson, AZ (MSA)
Series ID SMU04460606562100001SA
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 1999-01-01 to 2026-07-01
Last Updated 2026-08-21 7:27 PM 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
1999-01-01 10.7655266807525
1999-02-01 10.9744578810447
1999-03-01 11.0816797739782
1999-04-01 11.2609951146682
1999-05-01 11.3317791785124
1999-06-01 11.3476434462391
1999-07-01 11.4172986057951
1999-08-01 11.3795713673224
1999-09-01 11.3669689458497
1999-10-01 12.0052179963966
1999-11-01 11.9169290419089
1999-12-01 11.9284857810332
2000-01-01 11.9718373464496
2000-02-01 11.9842898900122
2000-03-01 11.9831763129628
2000-04-01 11.7691802377732
2000-05-01 11.8281789261442
2000-06-01 11.8398764166433
2000-07-01 11.8219213363508
2000-08-01 12.0781731626190
2000-09-01 11.9630837024551
2000-10-01 12.0151142755219
2000-11-01 12.1176840299988
2000-12-01 12.0333930158643
2001-01-01 11.9680087997099
2001-02-01 11.9866052522661
2001-03-01 11.9735746624285
2001-04-01 12.0771596879029
2001-05-01 12.1245063515882
2001-06-01 12.1243860610289
2001-07-01 12.2287504764921
2001-08-01 12.1760369446972
2001-09-01 12.2584461363102
2001-10-01 12.3323770109277
2001-11-01 12.4196148858184
2001-12-01 12.5333026053153
2002-01-01 12.4641172887614
2002-02-01 12.6951969046955
2002-03-01 12.7713220081209
2002-04-01 12.7824654511989
2002-05-01 12.9166443702588
2002-06-01 13.0102792546966
2002-07-01 13.0350750365020
2002-08-01 13.1763571900936
2002-09-01 13.1532405006681
2002-10-01 13.2493378749545
2002-11-01 13.3199864651987
2002-12-01 13.2324384920472
2003-01-01 13.5634210943558
2003-02-01 13.5958393743587
2003-03-01 13.7650417621030
2003-04-01 13.7873336257119
2003-05-01 13.9135117511963
2003-06-01 13.9988394999182
2003-07-01 13.9489141778084
2003-08-01 13.9703081466788
2003-09-01 14.1536191279682
2003-10-01 14.0668987322415
2003-11-01 14.2236720094405
2003-12-01 14.2264808680756
2004-01-01 14.3567768751870
2004-02-01 14.3883897663285
2004-03-01 14.4564524924057
2004-04-01 14.9879567325651
2004-05-01 15.0124283354948
2004-06-01 15.1972978062775
2004-07-01 15.3660461534923
2004-08-01 15.4702371614387
2004-09-01 15.5612529680009
2004-10-01 15.5712154288648
2004-11-01 15.6205967002331
2004-12-01 15.7151397549754
2005-01-01 15.7535911492803
2005-02-01 15.7744482525188
2005-03-01 15.8489460863991
2005-04-01 16.1793410201459
2005-05-01 16.2192234586681
2005-06-01 16.0104560762142
2005-07-01 16.2852717467031
2005-08-01 16.3669538295137
2005-09-01 16.4815139687200
2005-10-01 16.7676093546106
2005-11-01 16.7156003374619
2005-12-01 16.8032880195585
2006-01-01 16.8484618638462
2006-02-01 17.0597193450303
2006-03-01 17.1431111864372
2006-04-01 17.1635013502056
2006-05-01 17.2211829427579
2006-06-01 17.3331758674956
2006-07-01 17.4007048437871
2006-08-01 17.5741723475988
2006-09-01 17.8092572157489
2006-10-01 17.6595526400798
2006-11-01 17.8031086520839
2006-12-01 17.9847650996319
2007-01-01 18.1544719248863
2007-02-01 18.2449016230911
2007-03-01 18.2331362953128
2007-04-01 18.1450746193786
2007-05-01 18.2192793772459
2007-06-01 18.3541331436566
2007-07-01 18.4138828791282
2007-08-01 18.4835864150200
2007-09-01 18.5400018604426
2007-10-01 18.7558450400780
2007-11-01 18.7967379050196
2007-12-01 18.7726669504598
2008-01-01 18.6490408296027
2008-02-01 18.8328256482845
2008-03-01 18.9219842690415
2008-04-01 19.1264122867187
2008-05-01 19.2172151392032
2008-06-01 19.0670990048203
2008-07-01 19.8216329271562
2008-08-01 19.9040145119754
2008-09-01 19.8648165842961
2008-10-01 19.9569753147063
2008-11-01 19.9874223742160
2008-12-01 19.8622426203272
2009-01-01 20.1493228984883
2009-02-01 20.1245958809271
2009-03-01 20.2141092963116
2009-04-01 20.2042288186915
2009-05-01 20.2174855306008
2009-06-01 20.2746815984991
2009-07-01 20.3202673533789
2009-08-01 20.3229441138238
2009-09-01 20.3743811950540
2009-10-01 20.2679626809055
2009-11-01 20.2920611172162
2009-12-01 20.2637289984255
2010-01-01 20.0399765658473
2010-02-01 20.0162766905994
2010-03-01 20.0053507351724
2010-04-01 19.9901298745336
2010-05-01 20.0281228982254
2010-06-01 19.9662020217658
2010-07-01 19.9135807862290
2010-08-01 19.8325700180146
2010-09-01 19.8627396126970
2010-10-01 19.9840905636472
2010-11-01 19.9994547003534
2010-12-01 20.0713948567661
2011-01-01 20.2442747611050
2011-02-01 20.3127715037059
2011-03-01 20.2956304368129
2011-04-01 20.4827102294569
2011-05-01 20.4440444870386
2011-06-01 20.4517495506140
2011-07-01 20.6152261982700
2011-08-01 20.6349638480277
2011-09-01 20.6479435049025
2011-10-01 20.6970342908019
2011-11-01 20.6076073739716
2011-12-01 20.7705525545940
2012-01-01 20.8476792126259
2012-02-01 20.9127018091141
2012-03-01 20.8908111917291
2012-04-01 20.7785822948522
2012-05-01 20.7657835923442
2012-06-01 20.7396237644141
2012-07-01 20.6065564095115
2012-08-01 20.5251877418119
2012-09-01 20.6331718619699
2012-10-01 20.5988856884718
2012-11-01 20.6190100728806
2012-12-01 20.7765372151534
2013-01-01 20.4559293753279
2013-02-01 20.6213088845739
2013-03-01 20.6939263519411
2013-04-01 20.5750546591767
2013-05-01 20.5701063477662
2013-06-01 20.7295937691821
2013-07-01 20.6994579882131
2013-08-01 20.8186934413614
2013-09-01 20.8214176624648
2013-10-01 20.6920526042896
2013-11-01 20.7324310296702
2013-12-01 20.6816813150230
2014-01-01 19.4597376599342
2014-02-01 19.4299358113827
2014-03-01 19.5005232597125
2014-04-01 19.5772459171727
2014-05-01 19.5660500143558
2014-06-01 19.6206149454165
2014-07-01 19.6898849455045
2014-08-01 19.7103638050859
2014-09-01 19.6058631262275
2014-10-01 19.7848245916100
2014-11-01 19.8495806036279
2014-12-01 19.8899064126761
2015-01-01 19.8742685873910
2015-02-01 19.9363599945469
2015-03-01 20.0088851863181
2015-04-01 20.1815922034695
2015-05-01 20.1566132647278
2015-06-01 20.1110547133716
2015-07-01 20.2921802503454
2015-08-01 20.3161344999025
2015-09-01 20.2991389828602
2015-10-01 20.4666767358021
2015-11-01 20.4540811891343
2015-12-01 20.5815371733729
2016-01-01 20.6929081416457
2016-02-01 20.7359461814280
2016-03-01 20.7246536556897
2016-04-01 20.9894490802222
2016-05-01 21.1442959807802
2016-06-01 21.2011788320381
2016-07-01 21.3036222310893
2016-08-01 21.3200561208669
2016-09-01 21.4976028191494
2016-10-01 21.5442494229910
2016-11-01 21.6478196589768
2016-12-01 21.7710950465714
2017-01-01 21.9133439361483
2017-02-01 21.9257645371004
2017-03-01 21.9473085055292
2017-04-01 21.7082459303691
2017-05-01 21.9300775021010
2017-06-01 21.9865027369158
2017-07-01 22.0203125394868
2017-08-01 22.1280305188054
2017-09-01 22.1924606350009
2017-10-01 22.1287926958257
2017-11-01 22.1234387728388
2017-12-01 22.2629678622735
2018-01-01 22.3293880499314
2018-02-01 22.5221752711683
2018-03-01 22.5685107940582
2018-04-01 22.5373771736035
2018-05-01 22.5202494705699
2018-06-01 22.7725274075304
2018-07-01 22.5397799953804
2018-08-01 22.5188330889117
2018-09-01 22.4888071826550
2018-10-01 22.7206420952921
2018-11-01 22.6863761464918
2018-12-01 22.8590918192543
2019-01-01 22.5391088350945
2019-02-01 22.5253312530300
2019-03-01 22.6899516416074
2019-04-01 22.8575784333047
2019-05-01 23.0163694515868
2019-06-01 23.1772780326722
2019-07-01 23.1414380859985
2019-08-01 23.3060131219269
2019-09-01 23.3924181830384
2019-10-01 23.5096093661898
2019-11-01 23.6399357090969
2019-12-01 23.7517326405855
2020-01-01 23.9541289737848
2020-02-01 24.1496055433492
2020-03-01 24.1132414497678
2020-04-01 21.2585165775262
2020-05-01 22.1112867473530
2020-06-01 22.5012653189170
2020-07-01 22.6157848709727
2020-08-01 22.6854704215834
2020-09-01 22.8032919434418
2020-10-01 22.7116149724565
2020-11-01 22.8285740638677
2020-12-01 22.8767790952547
2021-01-01 22.7335768920935
2021-02-01 22.6565759690633
2021-03-01 22.7171358030242
2021-04-01 22.5486287031665
2021-05-01 22.6127472361530
2021-06-01 22.5376430594872
2021-07-01 22.3746287413813
2021-08-01 22.4778962699235
2021-09-01 22.4147876377744
2021-10-01 22.7215834361499
2021-11-01 22.7362192212826
2021-12-01 22.6928286914133
2022-01-01 22.2080333489007
2022-02-01 22.2601251919120
2022-03-01 22.3036134746384
2022-04-01 22.4294678514418
2022-05-01 22.4149704432806
2022-06-01 22.3691942736531
2022-07-01 22.5324835240563
2022-08-01 22.5800049906370
2022-09-01 22.6338501795395
2022-10-01 22.7440716570540
2022-11-01 22.6638834705815
2022-12-01 22.8140232634970
2023-01-01 22.4774281373773
2023-02-01 22.4441393322413
2023-03-01 22.3819523933744
2023-04-01 22.7011441172582
2023-05-01 22.8154169897487
2023-06-01 22.8954501272956
2023-07-01 23.2005506115902
2023-08-01 23.2979057820350
2023-09-01 23.4599755800605
2023-10-01 23.3645118793629
2023-11-01 23.3939176403172
2023-12-01 23.5190931051182
2024-01-01 23.8587659602900
2024-02-01 24.0281936999538
2024-03-01 24.0563478161478
2024-04-01 24.1762993219809
2024-05-01 24.1088482750110
2024-06-01 24.2041920568394
2024-07-01 24.2860619031359
2024-08-01 24.3206909885481
2024-09-01 24.3854331066772
2024-10-01 24.4917202301343
2024-11-01 24.5253330440242
2024-12-01 24.6224342275995
2025-01-01 24.6366392491179
2025-02-01 24.5985439100089
2025-03-01 24.5331472791755
2025-04-01 24.3562215001381
2025-05-01 24.2999050381308
2025-06-01 24.2953653681737
2025-07-01 24.2918600484732
2025-08-01 24.0418902273314
2025-09-01 24.1002892948923
2025-10-01 24.1160187074127
2025-11-01 24.2506474454850
2025-12-01 24.1226255434290
2026-01-01 24.4257288987924
2026-02-01 24.4793988814957
2026-03-01 24.6103646444135
2026-04-01 24.9511762927801
2026-05-01 24.9916286858175
2026-06-01 24.9809312008198
2026-07-01 25.0059836375042

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