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 |