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 2024-11-01 |
| Last Updated | 2024-12-21 5:07 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 | 29.721193314361802 |
| 1990-02-01 | 30.026320419393100 |
| 1990-03-01 | 30.012290232971697 |
| 1990-04-01 | 29.594557947230700 |
| 1990-05-01 | 29.651552250539197 |
| 1990-06-01 | 30.248857455012196 |
| 1990-07-01 | 29.490596160675203 |
| 1990-08-01 | 29.594376909113898 |
| 1990-09-01 | 29.896294290518200 |
| 1990-10-01 | 30.283367747519698 |
| 1990-11-01 | 30.586275289777998 |
| 1990-12-01 | 30.713346206275300 |
| 1991-01-01 | 31.005734343548497 |
| 1991-02-01 | 30.917745011092000 |
| 1991-03-01 | 31.032695300012303 |
| 1991-04-01 | 31.182548420874200 |
| 1991-05-01 | 31.147953055575600 |
| 1991-06-01 | 31.324023348018798 |
| 1991-07-01 | 31.503664767333397 |
| 1991-08-01 | 31.787477050805602 |
| 1991-09-01 | 32.395136233498200 |
| 1991-10-01 | 31.812591861952896 |
| 1991-11-01 | 31.998905558405900 |
| 1991-12-01 | 31.928261840993300 |
| 1992-01-01 | 31.579685502455500 |
| 1992-02-01 | 31.606585113869800 |
| 1992-03-01 | 31.564197810559300 |
| 1992-04-01 | 32.459174781551600 |
| 1992-05-01 | 32.647042835273900 |
| 1992-06-01 | 32.581979408195900 |
| 1992-07-01 | 32.998750152921300 |
| 1992-08-01 | 32.883096398191000 |
| 1992-09-01 | 32.882083880427800 |
| 1992-10-01 | 33.265581112078900 |
| 1992-11-01 | 33.036630316250500 |
| 1992-12-01 | 33.139408239520900 |
| 1993-01-01 | 34.068573627505700 |
| 1993-02-01 | 34.106084471400100 |
| 1993-03-01 | 33.993741354500500 |
| 1993-04-01 | 33.411922279536500 |
| 1993-05-01 | 33.620937199612100 |
| 1993-06-01 | 33.625892631636100 |
| 1993-07-01 | 33.998134985779096 |
| 1993-08-01 | 34.296298052410805 |
| 1993-09-01 | 34.389875618030200 |
| 1993-10-01 | 34.316692726217696 |
| 1993-11-01 | 34.587681757304500 |
| 1993-12-01 | 34.549472965873500 |
| 1994-01-01 | 34.851887271523000 |
| 1994-02-01 | 34.987188957030895 |
| 1994-03-01 | 35.103704544239300 |
| 1994-04-01 | 35.774755376504900 |
| 1994-05-01 | 35.789157069192290 |
| 1994-06-01 | 36.073342806457000 |
| 1994-07-01 | 35.712006213604795 |
| 1994-08-01 | 36.018404261401400 |
| 1994-09-01 | 36.093197813913896 |
| 1994-10-01 | 36.282898591501606 |
| 1994-11-01 | 36.531891966527700 |
| 1994-12-01 | 36.646389939528900 |
| 1995-01-01 | 34.743691316420104 |
| 1995-02-01 | 35.066484329110800 |
| 1995-03-01 | 35.090102568616700 |
| 1995-04-01 | 34.827197521791800 |
| 1995-05-01 | 35.152981530001200 |
| 1995-06-01 | 35.835144141859494 |
| 1995-07-01 | 35.957385085153400 |
| 1995-08-01 | 35.755347333774500 |
| 1995-09-01 | 36.116040180547400 |
| 1995-10-01 | 35.635629709270795 |
| 1995-11-01 | 36.052271800601794 |
| 1995-12-01 | 36.324794299894000 |
| 1996-01-01 | 36.328995369602700 |
| 1996-02-01 | 36.234570314398800 |
| 1996-03-01 | 37.552483250415605 |
| 1996-04-01 | 36.891903339052604 |
| 1996-05-01 | 37.244921611132200 |
| 1996-06-01 | 37.233097691347900 |
| 1996-07-01 | 37.511293981845604 |
| 1996-08-01 | 37.794039690312710 |
| 1996-09-01 | 37.930902212398000 |
| 1996-10-01 | 38.371860922575200 |
| 1996-11-01 | 38.656167180863100 |
| 1996-12-01 | 38.785753582489210 |
| 1997-01-01 | 37.402021884842700 |
| 1997-02-01 | 37.609256553009000 |
| 1997-03-01 | 37.810295069019205 |
| 1997-04-01 | 38.467660066443900 |
| 1997-05-01 | 38.554120007215204 |
| 1997-06-01 | 38.681896916613105 |
| 1997-07-01 | 38.673197259627294 |
| 1997-08-01 | 38.900210818999300 |
| 1997-09-01 | 39.145834740707000 |
| 1997-10-01 | 39.368244059435300 |
| 1997-11-01 | 39.540405015289800 |
| 1997-12-01 | 39.361639669554900 |
| 1998-01-01 | 40.276026975443700 |
| 1998-02-01 | 40.478314762548600 |
| 1998-03-01 | 40.570084724475706 |
| 1998-04-01 | 40.367938898673700 |
| 1998-05-01 | 40.393763619834000 |
| 1998-06-01 | 40.455326164583200 |
| 1998-07-01 | 40.626819896683400 |
| 1998-08-01 | 40.473306132656900 |
| 1998-09-01 | 40.433262391087000 |
| 1998-10-01 | 40.144727285604205 |
| 1998-11-01 | 40.211739035725200 |
| 1998-12-01 | 40.158632019526200 |
| 1999-01-01 | 39.453338015206500 |
| 1999-02-01 | 39.950108918574200 |
| 1999-03-01 | 40.060656674265296 |
| 1999-04-01 | 42.696521922273895 |
| 1999-05-01 | 42.835273737718204 |
| 1999-06-01 | 42.425796916276500 |
| 1999-07-01 | 42.184171219200394 |
| 1999-08-01 | 41.999164074480900 |
| 1999-09-01 | 41.989118683735704 |
| 1999-10-01 | 42.509332647127200 |
| 1999-11-01 | 42.168914452776605 |
| 1999-12-01 | 42.268082655692100 |
| 2000-01-01 | 42.372669855952900 |
| 2000-02-01 | 42.244127504885896 |
| 2000-03-01 | 41.987531512893400 |
| 2000-04-01 | 41.627317528922795 |
| 2000-05-01 | 41.572535502807500 |
| 2000-06-01 | 41.679855497999400 |
| 2000-07-01 | 41.709556826368500 |
| 2000-08-01 | 42.008752308800000 |
| 2000-09-01 | 42.120530516558205 |
| 2000-10-01 | 42.161101962278100 |
| 2000-11-01 | 42.147583889390500 |
| 2000-12-01 | 41.989959386131204 |
| 2001-01-01 | 40.689290367379900 |
| 2001-02-01 | 40.767594416416700 |
| 2001-03-01 | 41.350273765789900 |
| 2001-04-01 | 41.371518001296500 |
| 2001-05-01 | 41.375642176519000 |
| 2001-06-01 | 41.629061630140400 |
| 2001-07-01 | 42.027932537571104 |
| 2001-08-01 | 41.983836960457396 |
| 2001-09-01 | 42.143818578357000 |
| 2001-10-01 | 42.309023893121800 |
| 2001-11-01 | 42.636812588835200 |
| 2001-12-01 | 42.816187721906100 |
| 2002-01-01 | 42.927449996870706 |
| 2002-02-01 | 43.224451348869200 |
| 2002-03-01 | 43.234093047408600 |
| 2002-04-01 | 43.277630642289104 |
| 2002-05-01 | 43.648197078220704 |
| 2002-06-01 | 43.779540080481500 |
| 2002-07-01 | 43.427189750423004 |
| 2002-08-01 | 43.677337734860400 |
| 2002-09-01 | 43.777990959032000 |
| 2002-10-01 | 43.863796402420796 |
| 2002-11-01 | 44.048982602263500 |
| 2002-12-01 | 43.928703448146200 |
| 2003-01-01 | 44.362808256868700 |
| 2003-02-01 | 44.771643530475500 |
| 2003-03-01 | 44.907144673136100 |
| 2003-04-01 | 45.282871449750600 |
| 2003-05-01 | 45.408542401194900 |
| 2003-06-01 | 45.716263001579705 |
| 2003-07-01 | 46.039818505315400 |
| 2003-08-01 | 46.195917265068104 |
| 2003-09-01 | 46.330646950911100 |
| 2003-10-01 | 45.931274325915496 |
| 2003-11-01 | 46.361871628208505 |
| 2003-12-01 | 46.406469480452200 |
| 2004-01-01 | 46.816012175036605 |
| 2004-02-01 | 46.618127169454404 |
| 2004-03-01 | 46.853980419741600 |
| 2004-04-01 | 47.057205566018894 |
| 2004-05-01 | 47.374493638210710 |
| 2004-06-01 | 47.653277539003895 |
| 2004-07-01 | 47.943888001252496 |
| 2004-08-01 | 48.369805491185105 |
| 2004-09-01 | 48.423748296267300 |
| 2004-10-01 | 48.699835711044400 |
| 2004-11-01 | 48.854399696987900 |
| 2004-12-01 | 48.756034050260710 |
| 2005-01-01 | 49.356854114166495 |
| 2005-02-01 | 49.561693514173500 |
| 2005-03-01 | 49.780724359765700 |
| 2005-04-01 | 50.133515433520300 |
| 2005-05-01 | 50.450707451123000 |
| 2005-06-01 | 50.381165010000100 |
| 2005-07-01 | 50.760842158883800 |
| 2005-08-01 | 50.968813867658994 |
| 2005-09-01 | 51.340468659243800 |
| 2005-10-01 | 51.473502545969800 |
| 2005-11-01 | 51.516274695856400 |
| 2005-12-01 | 51.804287159834500 |
| 2006-01-01 | 51.899320082508105 |
| 2006-02-01 | 52.199195242722000 |
| 2006-03-01 | 52.584376424091396 |
| 2006-04-01 | 51.902259363499205 |
| 2006-05-01 | 52.244082015427700 |
| 2006-06-01 | 52.610195421487894 |
| 2006-07-01 | 52.556774395788200 |
| 2006-08-01 | 52.798003879552600 |
| 2006-09-01 | 52.971000103936010 |
| 2006-10-01 | 53.162011586335495 |
| 2006-11-01 | 53.360609857423110 |
| 2006-12-01 | 53.750506274108300 |
| 2007-01-01 | 53.846242357756610 |
| 2007-02-01 | 54.121463867403400 |
| 2007-03-01 | 54.379738750080300 |
| 2007-04-01 | 53.881438216370110 |
| 2007-05-01 | 54.640149585708900 |
| 2007-06-01 | 54.702058142135500 |
| 2007-07-01 | 54.873098981481800 |
| 2007-08-01 | 54.824100702318710 |
| 2007-09-01 | 54.910131789695900 |
| 2007-10-01 | 55.755302252683110 |
| 2007-11-01 | 55.623457201562500 |
| 2007-12-01 | 55.722549103482510 |
| 2008-01-01 | 55.376496351937895 |
| 2008-02-01 | 55.716831784596700 |
| 2008-03-01 | 56.076753353229506 |
| 2008-04-01 | 56.859068379354200 |
| 2008-05-01 | 57.036245608780000 |
| 2008-06-01 | 57.188683865354996 |
| 2008-07-01 | 57.583825556005600 |
| 2008-08-01 | 57.844322007544700 |
| 2008-09-01 | 58.144668494185495 |
| 2008-10-01 | 58.264560913592700 |
| 2008-11-01 | 58.503671168270905 |
| 2008-12-01 | 58.316915575481500 |
| 2009-01-01 | 58.784157372403000 |
| 2009-02-01 | 58.809647074182300 |
| 2009-03-01 | 58.762390183473500 |
| 2009-04-01 | 58.145898219270900 |
| 2009-05-01 | 58.427107344061300 |
| 2009-06-01 | 58.554292041295206 |
| 2009-07-01 | 58.722237922360500 |
| 2009-08-01 | 58.659083078267706 |
| 2009-09-01 | 58.670122155618294 |
| 2009-10-01 | 58.567523262859600 |
| 2009-11-01 | 58.604085456796895 |
| 2009-12-01 | 58.627288466430706 |
| 2010-01-01 | 58.277144996481500 |
| 2010-02-01 | 58.284291550979100 |
| 2010-03-01 | 58.340990025044604 |
| 2010-04-01 | 58.341943582737400 |
| 2010-05-01 | 58.433241594645004 |
| 2010-06-01 | 58.431896924644604 |
| 2010-07-01 | 58.259007532431500 |
| 2010-08-01 | 58.369325066263600 |
| 2010-09-01 | 58.275348899508200 |
| 2010-10-01 | 58.576057445333300 |
| 2010-11-01 | 58.410776765891505 |
| 2010-12-01 | 58.607376931966000 |
| 2011-01-01 | 58.978905831379606 |
| 2011-02-01 | 59.178154867905796 |
| 2011-03-01 | 59.013661619446204 |
| 2011-04-01 | 59.544217444454700 |
| 2011-05-01 | 59.743963926548396 |
| 2011-06-01 | 59.796415266665400 |
| 2011-07-01 | 60.113742649404706 |
| 2011-08-01 | 60.285151288635100 |
| 2011-09-01 | 60.390512785352000 |
| 2011-10-01 | 60.254409463235504 |
| 2011-11-01 | 60.523066833608290 |
| 2011-12-01 | 60.571119734954000 |
| 2012-01-01 | 61.365592921979896 |
| 2012-02-01 | 61.183350220186500 |
| 2012-03-01 | 61.398596275022110 |
| 2012-04-01 | 61.055325181656800 |
| 2012-05-01 | 61.059690801260200 |
| 2012-06-01 | 61.086824040489290 |
| 2012-07-01 | 60.639159687291496 |
| 2012-08-01 | 60.592254697765100 |
| 2012-09-01 | 60.816261141337300 |
| 2012-10-01 | 60.926588156299800 |
| 2012-11-01 | 61.029480008097100 |
| 2012-12-01 | 61.036004166373395 |
| 2013-01-01 | 60.838949381718100 |
| 2013-02-01 | 61.105063750927500 |
| 2013-03-01 | 61.187126786353900 |
| 2013-04-01 | 61.267436231767900 |
| 2013-05-01 | 61.263221136229300 |
| 2013-06-01 | 61.183243739891900 |
| 2013-07-01 | 61.966352782239504 |
| 2013-08-01 | 62.100540062174000 |
| 2013-09-01 | 62.157269585930800 |
| 2013-10-01 | 61.887524516793700 |
| 2013-11-01 | 62.228118046932200 |
| 2013-12-01 | 61.919211552469704 |
| 2014-01-01 | 61.104460526470000 |
| 2014-02-01 | 61.202373325735800 |
| 2014-03-01 | 61.275320673264700 |
| 2014-04-01 | 61.492584934336390 |
| 2014-05-01 | 61.480259725176000 |
| 2014-06-01 | 61.388218205162600 |
| 2014-07-01 | 61.276647008765200 |
| 2014-08-01 | 61.296922629483400 |
| 2014-09-01 | 61.384894219206400 |
| 2014-10-01 | 61.776019731773610 |
| 2014-11-01 | 61.828262347693794 |
| 2014-12-01 | 62.015406342954904 |
| 2015-01-01 | 62.067991442896200 |
| 2015-02-01 | 61.988933936696100 |
| 2015-03-01 | 62.160606429005206 |
| 2015-04-01 | 62.217841135900200 |
| 2015-05-01 | 62.488060375321700 |
| 2015-06-01 | 62.274055438653000 |
| 2015-07-01 | 63.002285304781700 |
| 2015-08-01 | 63.103572606745300 |
| 2015-09-01 | 63.113253415602600 |
| 2015-10-01 | 63.472539367496300 |
| 2015-11-01 | 63.319708989472500 |
| 2015-12-01 | 63.524449943483800 |
| 2016-01-01 | 64.034421850859390 |
| 2016-02-01 | 64.250958434588000 |
| 2016-03-01 | 64.347205258484110 |
| 2016-04-01 | 64.657522775221610 |
| 2016-05-01 | 64.705199287347300 |
| 2016-06-01 | 64.659998816236110 |
| 2016-07-01 | 64.817253788115300 |
| 2016-08-01 | 65.002000532487100 |
| 2016-09-01 | 64.906881555857000 |
| 2016-10-01 | 64.997657035828000 |
| 2016-11-01 | 65.104677380162710 |
| 2016-12-01 | 65.152301744059900 |
| 2017-01-01 | 65.203225299728600 |
| 2017-02-01 | 65.414007611225500 |
| 2017-03-01 | 65.438512398476700 |
| 2017-04-01 | 65.193550549299300 |
| 2017-05-01 | 65.226126038709500 |
| 2017-06-01 | 65.234876403949900 |
| 2017-07-01 | 65.046743775806100 |
| 2017-08-01 | 65.106024851194290 |
| 2017-09-01 | 65.483601258966700 |
| 2017-10-01 | 65.218487275156900 |
| 2017-11-01 | 65.357658315992200 |
| 2017-12-01 | 65.451904102746000 |
| 2018-01-01 | 65.613724265263700 |
| 2018-02-01 | 65.700344196351990 |
| 2018-03-01 | 65.837679928944500 |
| 2018-04-01 | 65.931976768952900 |
| 2018-05-01 | 66.058804723944300 |
| 2018-06-01 | 66.335090674835400 |
| 2018-07-01 | 66.354835268879500 |
| 2018-08-01 | 66.391299655522300 |
| 2018-09-01 | 66.640613858815400 |
| 2018-10-01 | 66.826299943442300 |
| 2018-11-01 | 67.093579631331210 |
| 2018-12-01 | 67.229773577509090 |
| 2019-01-01 | 67.344933647634200 |
| 2019-02-01 | 67.533895971758700 |
| 2019-03-01 | 67.675312291010600 |
| 2019-04-01 | 67.750505540539890 |
| 2019-05-01 | 67.970346816291400 |
| 2019-06-01 | 68.362466898393210 |
| 2019-07-01 | 68.644187621268800 |
| 2019-08-01 | 68.867146097520800 |
| 2019-09-01 | 69.007099733888100 |
| 2019-10-01 | 68.901110251157600 |
| 2019-11-01 | 69.132457311666100 |
| 2019-12-01 | 69.196996400099410 |
| 2020-01-01 | 69.879853502937210 |
| 2020-02-01 | 70.477301765380400 |
| 2020-03-01 | 70.143958951895100 |
| 2020-04-01 | 63.766906983640396 |
| 2020-05-01 | 64.774041333843400 |
| 2020-06-01 | 66.115269820706200 |
| 2020-07-01 | 66.002923192923900 |
| 2020-08-01 | 66.227386828770500 |
| 2020-09-01 | 66.479983459364300 |
| 2020-10-01 | 66.762473874888200 |
| 2020-11-01 | 66.894248682926600 |
| 2020-12-01 | 67.090284978558200 |
| 2021-01-01 | 66.684871209828400 |
| 2021-02-01 | 66.706413633427900 |
| 2021-03-01 | 67.141451750533890 |
| 2021-04-01 | 66.974804811319290 |
| 2021-05-01 | 66.857493989635700 |
| 2021-06-01 | 66.679198864844100 |
| 2021-07-01 | 66.860666985503900 |
| 2021-08-01 | 66.879938353020700 |
| 2021-09-01 | 66.762584435082400 |
| 2021-10-01 | 66.939651159347800 |
| 2021-11-01 | 66.967049820485800 |
| 2021-12-01 | 66.790114227022500 |
| 2022-01-01 | 66.379975102344200 |
| 2022-02-01 | 66.409532914700100 |
| 2022-03-01 | 66.621731156648000 |
| 2022-04-01 | 66.789059836190100 |
| 2022-05-01 | 67.050120912104300 |
| 2022-06-01 | 66.933353130522390 |
| 2022-07-01 | 67.219924441576300 |
| 2022-08-01 | 67.343147947056510 |
| 2022-09-01 | 67.445664525876600 |
| 2022-10-01 | 67.534255631370800 |
| 2022-11-01 | 67.447859760931600 |
| 2022-12-01 | 67.300500872744210 |
| 2023-01-01 | 68.162130397920700 |
| 2023-02-01 | 68.401332514950510 |
| 2023-03-01 | 68.284240473771800 |
| 2023-04-01 | 68.607929792285100 |
| 2023-05-01 | 68.139912705912300 |
| 2023-06-01 | 68.867746782509500 |
| 2023-07-01 | 70.389627611492500 |
| 2023-08-01 | 69.920311979335400 |
| 2023-09-01 | 70.627076854896800 |
| 2023-10-01 | 70.844232130785900 |
| 2023-11-01 | 71.045071575550700 |
| 2023-12-01 | 71.212607950075000 |
| 2024-01-01 | 71.639465817354290 |
| 2024-02-01 | 71.779347699298910 |
| 2024-03-01 | 71.622063150967400 |
| 2024-04-01 | 72.125310690519100 |
| 2024-05-01 | 72.548139383989100 |
| 2024-06-01 | 72.775437530759790 |
| 2024-07-01 | 73.269476769783710 |
| 2024-08-01 | 73.712214624941500 |
| 2024-09-01 | 73.909481819914900 |
| 2024-10-01 | 73.958149836123100 |
| 2024-11-01 | 74.448924065699900 |
