Title: All Employees: Education and Health Services: Private Education and Health Services in Provo-Orem, UT (MSA) Series ID: PROV349EDUH 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 2024-02-01 Last Updated: 2024-03-23 5:19 AM 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/PROV349EDUHN). 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 18.832314216872500 1990-02-01 18.174957373257300 1990-03-01 18.430716386726300 1990-04-01 18.914806612799900 1990-05-01 18.863922903329502 1990-06-01 18.719190563932500 1990-07-01 18.489845392983803 1990-08-01 18.431494595895800 1990-09-01 18.840498232896300 1990-10-01 19.009760586366397 1990-11-01 19.307361105483800 1990-12-01 19.080940317719400 1991-01-01 20.798656714934600 1991-02-01 21.038031852550100 1991-03-01 21.049523969372900 1991-04-01 20.938817994639102 1991-05-01 20.862564047720200 1991-06-01 20.978817682768900 1991-07-01 19.914872670498500 1991-08-01 20.146678783965500 1991-09-01 19.804927645538000 1991-10-01 19.792348286518898 1991-11-01 19.886648017167800 1991-12-01 19.918312066614900 1992-01-01 20.036508413934500 1992-02-01 20.125448597138700 1992-03-01 20.145632610523396 1992-04-01 20.145541082212000 1992-05-01 20.170682061375700 1992-06-01 20.395595121205698 1992-07-01 20.278082712023700 1992-08-01 20.305126450638800 1992-09-01 20.599242694636400 1992-10-01 20.786890224766700 1992-11-01 20.849538752055700 1992-12-01 20.951127082617802 1993-01-01 21.425661126416500 1993-02-01 21.513175818097700 1993-03-01 21.667948009941302 1993-04-01 21.849749197062696 1993-05-01 22.003773858175503 1993-06-01 22.008602519094502 1993-07-01 22.479404736496200 1993-08-01 22.145023329927500 1993-09-01 21.994860388760900 1993-10-01 22.024806195448605 1993-11-01 22.116846261463500 1993-12-01 22.645043476966300 1994-01-01 22.494838031266603 1994-02-01 22.330830127198400 1994-03-01 22.590193497974600 1994-04-01 22.792451623050800 1994-05-01 22.836508920108500 1994-06-01 22.764172244887900 1994-07-01 22.996116145307198 1994-08-01 23.033689976055797 1994-09-01 23.111832642196700 1994-10-01 23.159111200595103 1994-11-01 23.183061549435802 1994-12-01 23.039434006798100 1995-01-01 23.094459102704700 1995-02-01 23.311416078884100 1995-03-01 23.254024429101100 1995-04-01 23.407656451222600 1995-05-01 23.450618028446897 1995-06-01 23.705366442972004 1995-07-01 24.084721819827400 1995-08-01 23.956203389827800 1995-09-01 23.637875885921698 1995-10-01 23.936536275255900 1995-11-01 24.072787735758702 1995-12-01 24.462313816193600 1996-01-01 24.448227518970200 1996-02-01 24.485442192771500 1996-03-01 24.525325313189000 1996-04-01 24.644867603737303 1996-05-01 24.596214422051602 1996-06-01 25.500628347639400 1996-07-01 24.973474090099103 1996-08-01 25.166838625973000 1996-09-01 25.414578064026102 1996-10-01 25.845183887143600 1996-11-01 25.791994662917800 1996-12-01 25.445203717385997 1997-01-01 25.919082323284100 1997-02-01 25.942409032518803 1997-03-01 26.145273952731400 1997-04-01 26.196982258083000 1997-05-01 26.483715730347300 1997-06-01 26.499475678058600 1997-07-01 26.864163266178103 1997-08-01 26.607634644647497 1997-09-01 26.694770815416200 1997-10-01 26.707506955533400 1997-11-01 26.974352137443800 1997-12-01 27.182819616995800 1998-01-01 27.472611635830102 1998-02-01 27.681578936771604 1998-03-01 27.968236160470600 1998-04-01 27.699430189483900 1998-05-01 28.055694927323103 1998-06-01 27.706981952639197 1998-07-01 29.236277881855102 1998-08-01 28.492609123460397 1998-09-01 28.158857019245897 1998-10-01 28.194651556747303 1998-11-01 28.452675701686303 1998-12-01 28.470318057151800 1999-01-01 28.356778118181700 1999-02-01 28.431467612485598 1999-03-01 28.493466017958898 1999-04-01 28.440416052427000 1999-05-01 28.470721251210400 1999-06-01 28.692393675523300 1999-07-01 28.846095630090300 1999-08-01 28.880266033216600 1999-09-01 28.950982900604302 1999-10-01 28.932711825185700 1999-11-01 28.814225126225300 1999-12-01 28.226616973878500 2000-01-01 28.919528172215400 2000-02-01 28.799230481660600 2000-03-01 28.867053503090602 2000-04-01 29.019270993994002 2000-05-01 29.206428508935600 2000-06-01 29.412893721762700 2000-07-01 29.383225613607998 2000-08-01 29.512045566204900 2000-09-01 29.581429890193500 2000-10-01 29.308409240084400 2000-11-01 29.615088487791100 2000-12-01 29.774221947393100 2001-01-01 30.056815735649500 2001-02-01 30.415101388027200 2001-03-01 30.388738254507800 2001-04-01 30.547697688167100 2001-05-01 30.488365448760400 2001-06-01 30.638270073465200 2001-07-01 30.249062812675700 2001-08-01 30.477926469270702 2001-09-01 30.939626610484300 2001-10-01 31.370951593488396 2001-11-01 31.329655240507000 2001-12-01 31.379996463083100 2002-01-01 31.281045561627398 2002-02-01 31.305009586113400 2002-03-01 31.443214777572603 2002-04-01 31.917352868314400 2002-05-01 31.745296679003000 2002-06-01 31.682242621967200 2002-07-01 31.747968903822500 2002-08-01 31.726141459088396 2002-09-01 31.990112025651197 2002-10-01 32.235070787164304 2002-11-01 32.154976169236996 2002-12-01 32.241462425584700 2003-01-01 32.393746912317900 2003-02-01 32.383657078720304 2003-03-01 32.516780236262100 2003-04-01 32.848773289229700 2003-05-01 32.491451223716105 2003-06-01 32.484406726553900 2003-07-01 32.633489203127600 2003-08-01 32.462000740267000 2003-09-01 32.826038403562200 2003-10-01 33.170258636107604 2003-11-01 33.272868459681400 2003-12-01 33.500405114557300 2004-01-01 33.323139372671700 2004-02-01 33.459523192006600 2004-03-01 33.627594304206400 2004-04-01 33.823794967854800 2004-05-01 33.868301820261806 2004-06-01 33.979692144675400 2004-07-01 34.015174198143300 2004-08-01 34.228702318988105 2004-09-01 34.387929726453600 2004-10-01 34.293059353942200 2004-11-01 34.536571061434000 2004-12-01 34.552828459996800 2005-01-01 34.816284971387600 2005-02-01 34.875340667663394 2005-03-01 34.633459314464200 2005-04-01 35.017914702871900 2005-05-01 35.118169042665100 2005-06-01 35.346081908794105 2005-07-01 35.451900100685210 2005-08-01 35.538513468922890 2005-09-01 35.670405830184500 2005-10-01 35.908395389874600 2005-11-01 36.035819271767100 2005-12-01 36.195071500946895 2006-01-01 36.223746833458400 2006-02-01 36.386630703917604 2006-03-01 36.487227223440705 2006-04-01 36.684247886924600 2006-05-01 36.867011789095900 2006-06-01 37.056349457584100 2006-07-01 37.214505904519896 2006-08-01 37.397826907209705 2006-09-01 37.496747892295105 2006-10-01 37.244962406977400 2006-11-01 37.655381252587600 2006-12-01 37.772587389828104 2007-01-01 37.906148007877604 2007-02-01 38.098404864123104 2007-03-01 38.215817967593700 2007-04-01 38.162746879969600 2007-05-01 38.300529125597600 2007-06-01 38.270567920347204 2007-07-01 38.300742453603000 2007-08-01 38.292432433244500 2007-09-01 38.133972361637100 2007-10-01 38.267347417325700 2007-11-01 38.362012777881300 2007-12-01 38.567475637128700 2008-01-01 38.851174605499600 2008-02-01 38.900189286119900 2008-03-01 39.000035634633100 2008-04-01 39.255490789378290 2008-05-01 39.208259938037200 2008-06-01 39.155314249055294 2008-07-01 39.079070071846200 2008-08-01 39.193067139640000 2008-09-01 39.493011957971200 2008-10-01 39.369496979951900 2008-11-01 39.399505647194000 2008-12-01 39.543016241954400 2009-01-01 39.658256987132500 2009-02-01 39.722281307756100 2009-03-01 39.707893373320395 2009-04-01 39.622482995398300 2009-05-01 39.578931260017704 2009-06-01 39.676004515369400 2009-07-01 40.060313118417795 2009-08-01 40.410327834171600 2009-09-01 40.115424223761200 2009-10-01 40.152394471325394 2009-11-01 40.317132614534295 2009-12-01 40.078063251073104 2010-01-01 40.321894879135800 2010-02-01 40.369658256051900 2010-03-01 40.617333922622500 2010-04-01 40.663819524066000 2010-05-01 40.770852464034600 2010-06-01 40.468002813264500 2010-07-01 41.332019820285600 2010-08-01 41.536632960180704 2010-09-01 40.986900544606900 2010-10-01 40.822901309607790 2010-11-01 40.794279015863710 2010-12-01 40.655846609356395 2011-01-01 40.679616380170000 2011-02-01 40.768190363546296 2011-03-01 40.732620946559200 2011-04-01 40.642754598393700 2011-05-01 41.406152563876795 2011-06-01 41.696086371491300 2011-07-01 41.903526128069500 2011-08-01 42.066509941419300 2011-09-01 42.136472157608104 2011-10-01 42.236272565592200 2011-11-01 42.356334034996200 2011-12-01 42.633338612940605 2012-01-01 42.465363769859400 2012-02-01 42.460259829619600 2012-03-01 42.616602751224605 2012-04-01 44.095738744031200 2012-05-01 44.099965905511000 2012-06-01 44.566917042022300 2012-07-01 43.730744659711200 2012-08-01 44.178540752108205 2012-09-01 44.051771676561000 2012-10-01 44.193637787054500 2012-11-01 44.376284675222500 2012-12-01 44.563224242033606 2013-01-01 44.902543566810600 2013-02-01 44.863737115667400 2013-03-01 44.967301112680500 2013-04-01 45.902452401691600 2013-05-01 45.116209134562204 2013-06-01 45.105434142971500 2013-07-01 45.138350312576705 2013-08-01 45.251580620620200 2013-09-01 45.204632897579500 2013-10-01 45.643518331552500 2013-11-01 45.612034253069400 2013-12-01 45.849683501587400 2014-01-01 45.719168783723710 2014-02-01 45.957362199753600 2014-03-01 46.184681562167600 2014-04-01 45.721193205066390 2014-05-01 45.743021534892100 2014-06-01 45.834988762595394 2014-07-01 45.972137844285704 2014-08-01 45.776739030201700 2014-09-01 46.178303337724600 2014-10-01 46.350554962961290 2014-11-01 46.637883341392495 2014-12-01 46.545823008456200 2015-01-01 46.716220604582900 2015-02-01 47.018677234163896 2015-03-01 47.258946018841000 2015-04-01 46.933166226801900 2015-05-01 47.733761385236400 2015-06-01 47.829425021940004 2015-07-01 47.990170806824800 2015-08-01 48.405846595380900 2015-09-01 48.804678147534105 2015-10-01 48.736962153870490 2015-11-01 48.773471648259400 2015-12-01 49.046061336781210 2016-01-01 49.168400125903500 2016-02-01 49.072803325424395 2016-03-01 49.294364493542005 2016-04-01 49.050596311282796 2016-05-01 49.867919896248700 2016-06-01 50.241198311210795 2016-07-01 50.403812982363100 2016-08-01 50.484787941858400 2016-09-01 51.301893448928205 2016-10-01 50.871052232866600 2016-11-01 51.000303257578295 2016-12-01 50.970436421949100 2017-01-01 51.320238984378500 2017-02-01 51.270242253915800 2017-03-01 51.781075627622100 2017-04-01 52.409083925254600 2017-05-01 52.314800326777710 2017-06-01 52.403799457010400 2017-07-01 52.491097675465100 2017-08-01 52.628659604618600 2017-09-01 52.800633835594596 2017-10-01 53.047854066190204 2017-11-01 53.333899909951800 2017-12-01 53.585556913186500 2018-01-01 53.652780092248300 2018-02-01 53.887381206033000 2018-03-01 54.078030538306800 2018-04-01 54.250074733313106 2018-05-01 54.136551083600500 2018-06-01 54.629880568359100 2018-07-01 53.375127717506800 2018-08-01 53.653128578204600 2018-09-01 54.241640273528795 2018-10-01 54.550063326414600 2018-11-01 54.661648567308504 2018-12-01 54.938820224802505 2019-01-01 54.612202129373890 2019-02-01 55.542162589496606 2019-03-01 55.932153915377900 2019-04-01 55.964847260051606 2019-05-01 55.607544216210800 2019-06-01 55.606375768786500 2019-07-01 56.565742704405600 2019-08-01 56.547704530028000 2019-09-01 56.508736726189000 2019-10-01 56.381102460548500 2019-11-01 56.577990162428900 2019-12-01 56.734998570607004 2020-01-01 57.208035892387200 2020-02-01 57.156647183458205 2020-03-01 57.038691920824900 2020-04-01 51.120824845246105 2020-05-01 54.562281399757204 2020-06-01 54.585692214563890 2020-07-01 55.301072277314700 2020-08-01 55.911094763393400 2020-09-01 55.672813984100294 2020-10-01 57.028613161602500 2020-11-01 57.072160131492600 2020-12-01 54.197915382277600 2021-01-01 57.238296376644000 2021-02-01 57.275145901102704 2021-03-01 57.342484687262896 2021-04-01 57.441573478361995 2021-05-01 58.184001744355500 2021-06-01 58.213228625281104 2021-07-01 58.282618431679600 2021-08-01 58.485490892379104 2021-09-01 58.475178217605600 2021-10-01 58.674126864606290 2021-11-01 58.877418746878100 2021-12-01 56.697571160760600 2022-01-01 59.924781407838600 2022-02-01 59.488474185522900 2022-03-01 59.886213272442895 2022-04-01 60.013433239687500 2022-05-01 59.967543595854100 2022-06-01 60.177413858452500 2022-07-01 60.480284190268605 2022-08-01 60.838930772848210 2022-09-01 61.178399579598210 2022-10-01 61.445330232925905 2022-11-01 61.640469863290210 2022-12-01 59.822552395755200 2023-01-01 62.139524652507106 2023-02-01 62.607857688412400 2023-03-01 62.806256108266794 2023-04-01 63.177395088131505 2023-05-01 63.572426017548100 2023-06-01 63.636325395735900 2023-07-01 63.635303604186710 2023-08-01 63.327973981214290 2023-09-01 63.368911745136300 2023-10-01 64.025118211622900 2023-11-01 64.387404728589790 2023-12-01 64.684415182014100 2024-01-01 64.893289275957700 2024-02-01 65.145750195797200