Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Tucson, AZ (MSA)
Series ID TUCS004EDUH
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 2024-12-01
Last Updated 2025-01-29 6:29 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 29.721215469791000
1990-02-01 30.026329882381702
1990-03-01 30.012308120401396
1990-04-01 29.594559368645200
1990-05-01 29.651558072670003
1990-06-01 30.248866270418500
1990-07-01 29.490600630588700
1990-08-01 29.594378281530800
1990-09-01 29.896282541943897
1990-10-01 30.283360673556900
1990-11-01 30.586269440555395
1990-12-01 30.713293020521000
1991-01-01 31.005760369963102
1991-02-01 30.917757263807100
1991-03-01 31.032715305060300
1991-04-01 31.182551161612500
1991-05-01 31.147960737392100
1991-06-01 31.324033212854800
1991-07-01 31.503669138853300
1991-08-01 31.787476215689500
1991-09-01 32.395121477855000
1991-10-01 31.812578683776300
1991-11-01 31.998889245555702
1991-12-01 31.928198265477300
1992-01-01 31.579728776770200
1992-02-01 31.606608493645800
1992-03-01 31.564225909556200
1992-04-01 32.459175106515300
1992-05-01 32.647055660811200
1992-06-01 32.581989080349800
1992-07-01 32.998753783863700
1992-08-01 32.883092090705000
1992-09-01 32.882062599641200
1992-10-01 33.265559266642000
1992-11-01 33.036599438338600
1992-12-01 33.139332273548400
1993-01-01 34.068627413559500
1993-02-01 34.106124429324396
1993-03-01 33.993794425181400
1993-04-01 33.411918692987200
1993-05-01 33.620952961978600
1993-06-01 33.625902209132400
1993-07-01 33.998137201903600
1993-08-01 34.296287306887000
1993-09-01 34.389847213064200
1993-10-01 34.316661392616600
1993-11-01 34.587633036926200
1993-12-01 34.549371831526300
1994-01-01 34.851966208442605
1994-02-01 34.987252572847200
1994-03-01 35.103785150213000
1994-04-01 35.774740252706790
1994-05-01 35.789177278680100
1994-06-01 36.073349919375400
1994-07-01 35.712003713811200
1994-08-01 36.018386733595500
1994-09-01 36.093162652677400
1994-10-01 36.282859285519500
1994-11-01 36.531831293936500
1994-12-01 36.646281396591400
1995-01-01 34.743778565772700
1995-02-01 35.066566150174200
1995-03-01 35.090206332791200
1995-04-01 34.827176341759300
1995-05-01 35.153000574315904
1995-06-01 35.835148256815710
1995-07-01 35.957377601794100
1995-08-01 35.755323622735000
1995-09-01 36.116001613205400
1995-10-01 35.635586194783000
1995-11-01 36.052203263073004
1995-12-01 36.324679202098200
1996-01-01 36.329101454600300
1996-02-01 36.234663474295700
1996-03-01 37.552595785236704
1996-04-01 36.891873266722705
1996-05-01 37.244940373690600
1996-06-01 37.233095971754200
1996-07-01 37.511279851215000
1996-08-01 37.794016704247205
1996-09-01 37.930860196291500
1996-10-01 38.371815852016100
1996-11-01 38.656101041357104
1996-12-01 38.785656975489600
1997-01-01 37.402121229342500
1997-02-01 37.609346846888800
1997-03-01 37.810409162104800
1997-04-01 38.467631749846200
1997-05-01 38.554133113243200
1997-06-01 38.681892299152500
1997-07-01 38.673180865882900
1997-08-01 38.900190194531000
1997-09-01 39.145793009059794
1997-10-01 39.368199798195000
1997-11-01 39.540338529456000
1997-12-01 39.361537813607505
1998-01-01 40.276147727014700
1998-02-01 40.478405713089900
1998-03-01 40.570177170577004
1998-04-01 40.367917040254600
1998-05-01 40.393776602241500
1998-06-01 40.455318532596900
1998-07-01 40.626800489485300
1998-08-01 40.473290369550796
1998-09-01 40.433222118389900
1998-10-01 40.144682559760900
1998-11-01 40.211675563509104
1998-12-01 40.158537148754300
1999-01-01 39.453460053479600
1999-02-01 39.950195705382800
1999-03-01 40.060722142390700
1999-04-01 42.696520803592400
1999-05-01 42.835287555507705
1999-06-01 42.425782984830300
1999-07-01 42.184155070649100
1999-08-01 41.999151499304700
1999-09-01 41.989081800406495
1999-10-01 42.509288256371100
1999-11-01 42.168850089809204
1999-12-01 42.267980845557600
2000-01-01 42.372803231661294
2000-02-01 42.244213085533500
2000-03-01 41.987571370115795
2000-04-01 41.627331570889500
2000-05-01 41.572553427825400
2000-06-01 41.679833775530895
2000-07-01 41.709542688122895
2000-08-01 42.008744173056900
2000-09-01 42.120497300502294
2000-10-01 42.161058848875705
2000-11-01 42.147526770519100
2000-12-01 41.989871283213100
2001-01-01 40.689400384499294
2001-02-01 40.767670370094294
2001-03-01 41.350304137822900
2001-04-01 41.371544043791500
2001-05-01 41.375659909517104
2001-06-01 41.629035002813794
2001-07-01 42.027924164749900
2001-08-01 41.983829614292800
2001-09-01 42.143792578853500
2001-10-01 42.308987224207400
2001-11-01 42.636763597748796
2001-12-01 42.816102017717206
2002-01-01 42.927545678580300
2002-02-01 43.224519124725106
2002-03-01 43.234112849213800
2002-04-01 43.277658000376704
2002-05-01 43.648213772556400
2002-06-01 43.779513623845600
2002-07-01 43.427183051247000
2002-08-01 43.677331111718395
2002-09-01 43.777973419154400
2002-10-01 43.863768598524100
2002-11-01 44.048950481700710
2002-12-01 43.928640408632795
2003-01-01 44.362868559410000
2003-02-01 44.771692261383100
2003-03-01 44.907159660358800
2003-04-01 45.282896391007400
2003-05-01 45.408555659504394
2003-06-01 45.716238245552205
2003-07-01 46.039815748177794
2003-08-01 46.195911435200500
2003-09-01 46.330637432871896
2003-10-01 45.931257509925096
2003-11-01 46.361855809158605
2003-12-01 46.406426981517896
2004-01-01 46.816045343956900
2004-02-01 46.618155486887000
2004-03-01 46.853992259122290
2004-04-01 47.057221415523610
2004-05-01 47.374501551569395
2004-06-01 47.653260067576200
2004-07-01 47.943885751767596
2004-08-01 48.369802951731300
2004-09-01 48.423744263032596
2004-10-01 48.699826810995500
2004-11-01 48.854396583428205
2004-12-01 48.756017881250400
2005-01-01 49.356860294915800
2005-02-01 49.561702961200800
2005-03-01 49.780734951912300
2005-04-01 50.133523338577100
2005-05-01 50.450710356715796
2005-06-01 50.381156442008496
2005-07-01 50.760841590243800
2005-08-01 50.968813002657300
2005-09-01 51.340468039146394
2005-10-01 51.473499745620900
2005-11-01 51.516275091485900
2005-12-01 51.804277109096795
2006-01-01 51.899322495660000
2006-02-01 52.199198358955400
2006-03-01 52.584380630850106
2006-04-01 51.902262928539706
2006-05-01 52.244082169576500
2006-06-01 52.610194532571300
2006-07-01 52.556773213044000
2006-08-01 52.798003492325000
2006-09-01 52.971000514306404
2006-10-01 53.162010894687010
2006-11-01 53.360609978910500
2006-12-01 53.750502518542900
2007-01-01 53.846242478401790
2007-02-01 54.121463697715300
2007-03-01 54.379740067926996
2007-04-01 53.881440534786606
2007-05-01 54.640149696257710
2007-06-01 54.702058271402600
2007-07-01 54.873099047683105
2007-08-01 54.824100821476400
2007-09-01 54.910131975080100
2007-10-01 55.755302405277500
2007-11-01 55.623457001466210
2007-12-01 55.722546564733500
2008-01-01 55.376496132894204
2008-02-01 55.716831023392200
2008-03-01 56.076751756404290
2008-04-01 56.859070409774300
2008-05-01 57.036246598719700
2008-06-01 57.188685348678600
2008-07-01 57.583827071643110
2008-08-01 57.844323012390900
2008-09-01 58.144668757356996
2008-10-01 58.264560728028500
2008-11-01 58.503670670923995
2008-12-01 58.316911608235294
2009-01-01 58.784156225211600
2009-02-01 58.809645518212100
2009-03-01 58.762386408552196
2009-04-01 58.145899147524700
2009-05-01 58.427108164951600
2009-06-01 58.554301773003395
2009-07-01 58.722240428172796
2009-08-01 58.659084967616500
2009-09-01 58.670122421985795
2009-10-01 58.567522030279290
2009-11-01 58.604083294494295
2009-12-01 58.627280134593605
2010-01-01 58.277142098416010
2010-02-01 58.284289239278600
2010-03-01 58.340984202081000
2010-04-01 58.341942724927400
2010-05-01 58.433242004549290
2010-06-01 58.431923049728100
2010-07-01 58.259010079895496
2010-08-01 58.369327648701000
2010-09-01 58.275351104419200
2010-10-01 58.576059189176290
2010-11-01 58.410755115676200
2010-12-01 58.607368928055200
2011-01-01 58.978902550408600
2011-02-01 59.178149784297800
2011-03-01 59.013656027985500
2011-04-01 59.544216499530790
2011-05-01 59.743965783009300
2011-06-01 59.796460046716604
2011-07-01 60.113747707580300
2011-08-01 60.285155423432800
2011-09-01 60.390515108877200
2011-10-01 60.254409760008290
2011-11-01 60.523018154132004
2011-12-01 60.571106086226500
2012-01-01 61.365584809375110
2012-02-01 61.183345782601100
2012-03-01 61.398599830439610
2012-04-01 61.055335699002290
2012-05-01 61.059705868943794
2012-06-01 61.086906155037600
2012-07-01 60.639161657729500
2012-08-01 60.592244170158610
2012-09-01 60.816241762562400
2012-10-01 60.926568254843104
2012-11-01 61.029392342975996
2012-12-01 61.035983123064696
2013-01-01 60.838943845393800
2013-02-01 61.105073284027300
2013-03-01 61.187162331413300
2013-04-01 61.267481613988800
2013-05-01 61.263274107401100
2013-06-01 61.183368654783706
2013-07-01 61.966344839472200
2013-08-01 62.100488454898205
2013-09-01 62.157184724071290
2013-10-01 61.887442409882205
2013-11-01 62.228001396729300
2013-12-01 61.919189201502896
2014-01-01 61.104448782574300
2014-02-01 61.202356351559295
2014-03-01 61.275560348179205
2014-04-01 61.492650125495790
2014-05-01 61.480326995645400
2014-06-01 61.388379823420294
2014-07-01 61.276689421590500
2014-08-01 61.296952288736200
2014-09-01 61.384249935853006
2014-10-01 61.776031567002790
2014-11-01 61.828215380621700
2014-12-01 62.015424130309300
2015-01-01 62.067994382772290
2015-02-01 61.988915062067210
2015-03-01 62.161035705427500
2015-04-01 62.217882269280900
2015-05-01 62.488107024146900
2015-06-01 62.274201846074895
2015-07-01 63.002369510287600
2015-08-01 63.103699862118000
2015-09-01 63.112088594413200
2015-10-01 63.472714476825296
2015-11-01 63.319845658612790
2015-12-01 63.524563510537700
2016-01-01 64.034419312769700
2016-02-01 64.250839216893210
2016-03-01 64.347686158733990
2016-04-01 64.657425799791600
2016-05-01 64.705167664905700
2016-06-01 64.660135193235200
2016-07-01 64.817414683131800
2016-08-01 65.002292523399000
2016-09-01 64.905304764829800
2016-10-01 64.998132967616400
2016-11-01 65.105155245661410
2016-12-01 65.152554549618200
2017-01-01 65.203388277731890
2017-02-01 65.413575402503900
2017-03-01 65.438478940826900
2017-04-01 65.193362742400210
2017-05-01 65.225674625354800
2017-06-01 65.235212617729600
2017-07-01 65.047053642891600
2017-08-01 65.106443843449500
2017-09-01 65.482259991876900
2017-10-01 65.219286261056800
2017-11-01 65.358589157018000
2017-12-01 65.451972220522900
2018-01-01 65.615063414630300
2018-02-01 65.698453579823890
2018-03-01 65.836318319754600
2018-04-01 65.932087675920400
2018-05-01 66.058048418590700
2018-06-01 66.335660984584500
2018-07-01 66.355413935835100
2018-08-01 66.392029011887290
2018-09-01 66.639670163665400
2018-10-01 66.827471698611200
2018-11-01 67.094802072447900
2018-12-01 67.229293532084500
2019-01-01 67.348509215175600
2019-02-01 67.530172548808300
2019-03-01 67.672223810994400
2019-04-01 67.750872325160100
2019-05-01 67.969295563830900
2019-06-01 68.363214007376200
2019-07-01 68.644851514655800
2019-08-01 68.867836630645600
2019-09-01 69.006862838671990
2019-10-01 68.902573818201800
2019-11-01 69.134341271597700
2019-12-01 69.195709620040600
2020-01-01 69.886140530965200
2020-02-01 70.472272724023200
2020-03-01 70.139565937062700
2020-04-01 63.767506534744900
2020-05-01 64.772354347885800
2020-06-01 66.115550619602800
2020-07-01 66.002582396404290
2020-08-01 66.228216453236300
2020-09-01 66.479607705523300
2020-10-01 66.764194169769500
2020-11-01 66.897176503658300
2020-12-01 67.089483748337000
2021-01-01 66.694176858229600
2021-02-01 66.702850822478510
2021-03-01 67.133488393290600
2021-04-01 66.976483526353500
2021-05-01 66.855121124260900
2021-06-01 66.678092709284300
2021-07-01 66.858456300241800
2021-08-01 66.879989958750500
2021-09-01 66.759829714748490
2021-10-01 66.938765312852300
2021-11-01 66.978009419169600
2021-12-01 66.790469841606300
2022-01-01 66.391408992542600
2022-02-01 66.408416562553100
2022-03-01 66.611037698099500
2022-04-01 66.791219209143800
2022-05-01 67.046617645892300
2022-06-01 66.929794546024100
2022-07-01 67.214715304737100
2022-08-01 67.341342339311100
2022-09-01 67.439103203730400
2022-10-01 67.530444561812800
2022-11-01 67.468303033711300
2022-12-01 67.306449921142500
2023-01-01 68.174575922537100
2023-02-01 68.403560256851300
2023-03-01 68.270302117527600
2023-04-01 68.609870427269600
2023-05-01 68.135132479691890
2023-06-01 68.861348928835100
2023-07-01 70.381387779335000
2023-08-01 69.915601391664710
2023-09-01 70.616197498821490
2023-10-01 70.836539076180700
2023-11-01 71.076963345808200
2023-12-01 71.226389482571700
2024-01-01 71.651147725407300
2024-02-01 71.783916924805800
2024-03-01 71.607130208703500
2024-04-01 72.125749691329300
2024-05-01 72.541423792908200
2024-06-01 72.766485293871910
2024-07-01 73.258372448273590
2024-08-01 73.705106442060200
2024-09-01 73.895579701111000
2024-10-01 73.948560546196200
2024-11-01 74.287378007257600
2024-12-01 74.451917030684400

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