Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Hospitals in Arizona

Title All Employees: Education and Health Services: Hospitals in Arizona
Series ID SMU04000006562200001SA
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 1990-01-01 to 2024-10-01
Last Updated 2024-11-20 6:03 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 47.000386215479790
1990-02-01 47.081969592508706
1990-03-01 47.211712278352790
1990-04-01 47.648327765360700
1990-05-01 47.619695630406106
1990-06-01 47.693415758113600
1990-07-01 46.967183918794404
1990-08-01 46.860370203317900
1990-09-01 47.051257668817705
1990-10-01 47.311482749094104
1990-11-01 47.525398362317496
1990-12-01 47.335555620994210
1991-01-01 47.527127614475496
1991-02-01 47.346659993137500
1991-03-01 47.486373689182905
1991-04-01 47.363887194929504
1991-05-01 47.414734123901400
1991-06-01 47.591053659283200
1991-07-01 47.781616415354700
1991-08-01 47.951840074954100
1991-09-01 48.240787486720510
1991-10-01 49.031963773992004
1991-11-01 49.346000078871700
1991-12-01 49.061104215324000
1992-01-01 48.971488362907000
1992-02-01 48.884867594002706
1992-03-01 49.009197734301100
1992-04-01 49.390993293066800
1992-05-01 49.517800984605890
1992-06-01 49.592929459393700
1992-07-01 50.184981546758700
1992-08-01 50.141361810507604
1992-09-01 50.007094159787904
1992-10-01 49.867840362699496
1992-11-01 49.799301187537004
1992-12-01 50.011188029114510
1993-01-01 50.019264471300900
1993-02-01 50.605039571474100
1993-03-01 50.102357458343500
1993-04-01 50.419829421450200
1993-05-01 50.611848303637000
1993-06-01 50.403620829433400
1993-07-01 50.196152140623596
1993-08-01 50.012028538663700
1993-09-01 50.166292737110204
1993-10-01 49.821754871792300
1993-11-01 49.861245542409500
1993-12-01 49.996279962630900
1994-01-01 49.453577376755504
1994-02-01 50.129530250244706
1994-03-01 49.963711961683600
1994-04-01 49.949777864404204
1994-05-01 49.903611515887210
1994-06-01 49.993750537497400
1994-07-01 49.906894540492104
1994-08-01 50.302974837776900
1994-09-01 50.329906484942600
1994-10-01 50.792628767069900
1994-11-01 50.916425465465710
1994-12-01 50.866028090995400
1995-01-01 50.884408684272900
1995-02-01 50.972126908764494
1995-03-01 51.135554735778290
1995-04-01 51.057833365345400
1995-05-01 50.921410472457700
1995-06-01 51.155547290438900
1995-07-01 51.401558239829704
1995-08-01 51.304758713562700
1995-09-01 51.634440184258295
1995-10-01 51.755750493396210
1995-11-01 51.743124681241795
1995-12-01 51.919472239967500
1996-01-01 52.307549826900704
1996-02-01 52.547370546288500
1996-03-01 52.707621523848400
1996-04-01 52.777957603529900
1996-05-01 53.350429865302600
1996-06-01 53.210024176834100
1996-07-01 53.563134221498600
1996-08-01 54.221797564095000
1996-09-01 54.438741897060204
1996-10-01 53.720281548490110
1996-11-01 54.564499829099000
1996-12-01 54.543772870411700
1997-01-01 55.219475473642795
1997-02-01 55.238818543164900
1997-03-01 55.646390676935600
1997-04-01 55.797672913063790
1997-05-01 55.867451482576800
1997-06-01 55.970725337280996
1997-07-01 55.015363763820800
1997-08-01 55.799982303688495
1997-09-01 55.730488453145000
1997-10-01 55.980996501298900
1997-11-01 56.306146458984610
1997-12-01 56.573475137344700
1998-01-01 55.997556540256300
1998-02-01 56.566375608816394
1998-03-01 56.723258652874300
1998-04-01 57.106955413596710
1998-05-01 56.873087479762496
1998-06-01 57.623019253122210
1998-07-01 57.895159601513210
1998-08-01 57.569845359280606
1998-09-01 57.694707046400600
1998-10-01 58.426180028755000
1998-11-01 58.756447266640210
1998-12-01 59.067561666903900
1999-01-01 58.971602384752600
1999-02-01 59.304811491667394
1999-03-01 59.567253112723506
1999-04-01 58.908572868202000
1999-05-01 59.203100282387396
1999-06-01 58.562689412238400
1999-07-01 58.991792458155004
1999-08-01 58.919760158794400
1999-09-01 58.863056054656300
1999-10-01 58.305863915807600
1999-11-01 58.282246403089200
1999-12-01 57.965419259562200
2000-01-01 55.642555829110500
2000-02-01 55.571700713339900
2000-03-01 55.156391981823205
2000-04-01 55.209814046453000
2000-05-01 55.332152877510990
2000-06-01 55.250433946962100
2000-07-01 55.179362359360700
2000-08-01 55.261178548579906
2000-09-01 55.517084945895900
2000-10-01 54.235212673272000
2000-11-01 54.266667734038900
2000-12-01 54.556499155561106
2001-01-01 55.311134404077700
2001-02-01 55.061276168109800
2001-03-01 55.717491945707210
2001-04-01 55.920394957756500
2001-05-01 55.856484464338400
2001-06-01 56.157973738785294
2001-07-01 54.157619175760495
2001-08-01 55.487338453424705
2001-09-01 56.971511297271995
2001-10-01 57.226409713992100
2001-11-01 57.516657408870400
2001-12-01 58.246570965951300
2002-01-01 58.390656984361804
2002-02-01 58.694661225989705
2002-03-01 58.779998061419896
2002-04-01 58.320008685589800
2002-05-01 58.860344125742210
2002-06-01 59.310858741329696
2002-07-01 59.020817851551000
2002-08-01 59.122511907058204
2002-09-01 58.924526421847105
2002-10-01 59.138419089419700
2002-11-01 59.151653277636100
2002-12-01 58.898785482628300
2003-01-01 58.899827589238100
2003-02-01 59.325718782463596
2003-03-01 59.195309736566400
2003-04-01 59.926462167592405
2003-05-01 60.173930073320100
2003-06-01 60.365861173067210
2003-07-01 61.258869876114800
2003-08-01 61.396727663387900
2003-09-01 61.602111991835390
2003-10-01 62.181511524141996
2003-11-01 62.481632729253505
2003-12-01 62.564549721196000
2004-01-01 62.916110816731300
2004-02-01 62.814300993887905
2004-03-01 62.915172969453400
2004-04-01 63.339028952197890
2004-05-01 63.556133989917896
2004-06-01 63.953329121659700
2004-07-01 63.917103465416204
2004-08-01 64.024763172725710
2004-09-01 64.218722159287400
2004-10-01 64.341806840892100
2004-11-01 64.316060801376110
2004-12-01 64.548070015326000
2005-01-01 63.418298844168900
2005-02-01 63.534559013389300
2005-03-01 63.471308343118600
2005-04-01 67.034926978136300
2005-05-01 67.229672558077710
2005-06-01 66.917628240546390
2005-07-01 67.339548843501800
2005-08-01 67.608504268644510
2005-09-01 67.692096374331500
2005-10-01 67.199268506848300
2005-11-01 67.349550866312600
2005-12-01 67.815059256082700
2006-01-01 68.221688028999900
2006-02-01 68.401187370406900
2006-03-01 69.087102092444710
2006-04-01 69.200950606657200
2006-05-01 69.596170295019900
2006-06-01 70.085736727630300
2006-07-01 70.822008401075790
2006-08-01 71.135691194216900
2006-09-01 71.719817219487100
2006-10-01 71.329480836174200
2006-11-01 71.466026641888900
2006-12-01 71.947700257252210
2007-01-01 72.921923738696210
2007-02-01 73.846224747004600
2007-03-01 73.624450304235500
2007-04-01 73.046616258439200
2007-05-01 72.771067145408500
2007-06-01 73.744166363705300
2007-07-01 73.525040504443500
2007-08-01 73.770324527365800
2007-09-01 74.173527520991100
2007-10-01 75.146443209085700
2007-11-01 75.337776932932090
2007-12-01 75.563188714224210
2008-01-01 76.042064523470590
2008-02-01 76.898345184018000
2008-03-01 77.222512872320900
2008-04-01 77.875140367613500
2008-05-01 78.143417064348000
2008-06-01 78.402564514169700
2008-07-01 78.518034065708190
2008-08-01 78.673842552319400
2008-09-01 78.813225378650090
2008-10-01 79.161858568193800
2008-11-01 79.297617108637100
2008-12-01 79.590173416214600
2009-01-01 79.265921809890910
2009-02-01 79.485132033793290
2009-03-01 79.289135146567590
2009-04-01 79.203027214140200
2009-05-01 79.301640940351590
2009-06-01 79.442346185796500
2009-07-01 79.791956371901210
2009-08-01 79.903236046594910
2009-09-01 80.078205237471800
2009-10-01 80.842527778399590
2009-11-01 81.087069195451700
2009-12-01 81.320158365265800
2010-01-01 81.518618029269800
2010-02-01 81.311747024873410
2010-03-01 81.469751097879910
2010-04-01 81.854243172049590
2010-05-01 82.043000224126700
2010-06-01 82.064127610182100
2010-07-01 82.335972648547910
2010-08-01 82.359032082005000
2010-09-01 82.358906737577410
2010-10-01 83.097455618077200
2010-11-01 82.929102753674400
2010-12-01 83.307393941730410
2011-01-01 82.548085389278300
2011-02-01 82.772391425970300
2011-03-01 83.030834366555600
2011-04-01 83.528294409088500
2011-05-01 83.488761189860200
2011-06-01 83.653380981697710
2011-07-01 83.835922147814090
2011-08-01 84.071389562124300
2011-09-01 84.399039712942600
2011-10-01 84.397143619796500
2011-11-01 84.230688583053900
2011-12-01 85.139328621183000
2012-01-01 85.572523798139100
2012-02-01 85.931289915853500
2012-03-01 85.746420583945510
2012-04-01 85.626633741238790
2012-05-01 85.751304562131600
2012-06-01 85.596887069094700
2012-07-01 85.410688576318300
2012-08-01 85.494600793165200
2012-09-01 85.240306351571090
2012-10-01 84.686942879321210
2012-11-01 84.782660034740700
2012-12-01 84.821119701489410
2013-01-01 84.557575037840900
2013-02-01 84.849094370299300
2013-03-01 85.058914185172410
2013-04-01 85.430917114702000
2013-05-01 85.218750115750910
2013-06-01 85.143620714713590
2013-07-01 85.075129190927410
2013-08-01 85.339281153366100
2013-09-01 85.700855207952910
2013-10-01 85.344365713547500
2013-11-01 85.670433024364400
2013-12-01 85.379191033931100
2014-01-01 85.548107776564900
2014-02-01 85.432061002886410
2014-03-01 85.657598886846800
2014-04-01 85.725525228458990
2014-05-01 85.812156638684900
2014-06-01 86.514056859409900
2014-07-01 86.544565748982900
2014-08-01 86.829374169676400
2014-09-01 86.963913518191800
2014-10-01 87.662237931335910
2014-11-01 87.952478869438310
2014-12-01 88.420814234231910
2015-01-01 88.612117834275000
2015-02-01 88.804204600597800
2015-03-01 89.160851062985700
2015-04-01 89.315151084141720
2015-05-01 90.232919099639490
2015-06-01 90.009621168155700
2015-07-01 90.234519208966900
2015-08-01 90.045229364216500
2015-09-01 89.255464513782810
2015-10-01 89.915656719142400
2015-11-01 89.908735364312300
2015-12-01 89.901939172175500
2016-01-01 90.519108366909300
2016-02-01 90.577618803099810
2016-03-01 90.566707145130800
2016-04-01 91.108903536830500
2016-05-01 91.574077696636790
2016-06-01 91.512207828666090
2016-07-01 92.736911185792900
2016-08-01 92.674006471914300
2016-09-01 93.235825718112410
2016-10-01 93.564999892223000
2016-11-01 93.913687545622300
2016-12-01 94.465442088965800
2017-01-01 94.934017058384000
2017-02-01 95.459952810855000
2017-03-01 95.710121107353220
2017-04-01 95.917873768495710
2017-05-01 95.720139988844000
2017-06-01 95.726927629003800
2017-07-01 95.738067533605000
2017-08-01 95.766103152487420
2017-09-01 96.007675985612610
2017-10-01 95.704887596772300
2017-11-01 95.588896238738220
2017-12-01 95.687206055063210
2018-01-01 95.795157369812600
2018-02-01 95.900861831325700
2018-03-01 96.289143535595090
2018-04-01 96.032499133760300
2018-05-01 96.176373273694920
2018-06-01 96.429597890494900
2018-07-01 96.410636187733590
2018-08-01 96.811425187672810
2018-09-01 96.934382647813000
2018-10-01 97.755995481832780
2018-11-01 98.229235588146710
2018-12-01 98.130650626876700
2019-01-01 98.082944187512910
2019-02-01 98.506882566369910
2019-03-01 98.798506171855600
2019-04-01 98.874467796903500
2019-05-01 99.336217442535000
2019-06-01 99.595328799915600
2019-07-01 99.146279929622500
2019-08-01 99.713831841921000
2019-09-01 99.944543951141000
2019-10-01 100.190924724316000
2019-11-01 100.875152788278000
2019-12-01 100.884895729885000
2020-01-01 101.195648882970000
2020-02-01 101.360729966098000
2020-03-01 101.121611205707000
2020-04-01 98.835562246533510
2020-05-01 98.090042041707800
2020-06-01 98.432655443192710
2020-07-01 98.653645347281100
2020-08-01 98.604738073704580
2020-09-01 98.436202751829410
2020-10-01 98.522752393284920
2020-11-01 98.613084584809800
2020-12-01 99.212190517916300
2021-01-01 99.196193902497280
2021-02-01 98.992210281927090
2021-03-01 99.238269147415690
2021-04-01 99.815795216853700
2021-05-01 99.820172402096290
2021-06-01 99.477795784343580
2021-07-01 100.169640556975990
2021-08-01 100.306993565367000
2021-09-01 100.030699911370000
2021-10-01 99.648028377348410
2021-11-01 99.277865285536700
2021-12-01 98.557454735936700
2022-01-01 98.771519072036210
2022-02-01 98.889522266284290
2022-03-01 99.218550810719790
2022-04-01 99.382662515095290
2022-05-01 99.843346599904900
2022-06-01 100.345787833472000
2022-07-01 100.420562647768010
2022-08-01 100.540235155011000
2022-09-01 100.941475562960000
2022-10-01 100.867790789196000
2022-11-01 101.245764346124990
2022-12-01 101.726424826078000
2023-01-01 101.330075746486000
2023-02-01 102.330583929587990
2023-03-01 102.843620842055000
2023-04-01 103.358834453939990
2023-05-01 103.651757668257000
2023-06-01 104.820880251728000
2023-07-01 104.710995054382000
2023-08-01 105.416671167726990
2023-09-01 106.090574732802000
2023-10-01 106.996098867311990
2023-11-01 107.527337693520000
2023-12-01 107.667287081632000
2024-01-01 108.259405198163000
2024-02-01 108.838169938743000
2024-03-01 109.141586194744000
2024-04-01 109.310180483702000
2024-05-01 110.355502684912000
2024-06-01 110.214218801979000
2024-07-01 110.623587789528000
2024-08-01 110.920704013721010
2024-09-01 111.176798064091000
2024-10-01 111.540576182057990

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