NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Private Education and Health Services in Fresno, CA (MSA) Series ID: FRES406EDUH 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 2024-04-01 Last Updated: 2024-05-18 4:08 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/FRES406EDUHN). 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 26.154839496723200 1990-02-01 26.634149626135898 1990-03-01 26.885502732833600 1990-04-01 26.865226752969400 1990-05-01 26.916131671310300 1990-06-01 28.293641922481200 1990-07-01 26.838923468651398 1990-08-01 27.330910080212803 1990-09-01 27.974979562385396 1990-10-01 27.759361611831700 1990-11-01 27.889127998513900 1990-12-01 27.945078686733797 1991-01-01 28.351410517454000 1991-02-01 28.348356449529500 1991-03-01 28.417175401797800 1991-04-01 28.771555852812300 1991-05-01 28.820290267665000 1991-06-01 28.845526186420997 1991-07-01 26.118486788871003 1991-08-01 25.955802503048300 1991-09-01 26.101196458884896 1991-10-01 28.326904686661500 1991-11-01 28.566742693951102 1991-12-01 29.020437241088000 1992-01-01 29.789911913082598 1992-02-01 29.577810264868300 1992-03-01 29.940598834466200 1992-04-01 29.895406037066003 1992-05-01 30.212277459449800 1992-06-01 30.258677380269800 1992-07-01 31.308829668000897 1992-08-01 32.267325916284400 1992-09-01 29.405245954817900 1992-10-01 29.158367798499498 1992-11-01 29.429130832838396 1992-12-01 29.496800908613200 1993-01-01 29.656687914739900 1993-02-01 29.901869436469003 1993-03-01 29.876731113679500 1993-04-01 30.293608495895600 1993-05-01 30.355926399138898 1993-06-01 30.311019043106800 1993-07-01 30.650201310727400 1993-08-01 30.102279355157900 1993-09-01 30.297361144027300 1993-10-01 30.455369327419700 1993-11-01 30.417662034331396 1993-12-01 30.778013266760997 1994-01-01 30.208889663822300 1994-02-01 30.121478811658896 1994-03-01 30.136645153835300 1994-04-01 30.097801884676600 1994-05-01 30.180341033845700 1994-06-01 30.128310231953300 1994-07-01 30.453688240089303 1994-08-01 30.410579900145997 1994-09-01 30.033992212942200 1994-10-01 30.418502354992200 1994-11-01 30.517467409193802 1994-12-01 30.683474882703400 1995-01-01 30.722768041081500 1995-02-01 30.925498432982300 1995-03-01 30.995194666399303 1995-04-01 30.921592491892902 1995-05-01 31.052983119274300 1995-06-01 31.320434609417300 1995-07-01 31.313643327066604 1995-08-01 31.667806375741200 1995-09-01 32.730305937442196 1995-10-01 32.174103324116800 1995-11-01 32.066863826991000 1995-12-01 32.198232722007000 1996-01-01 32.600880758240600 1996-02-01 32.516867804745800 1996-03-01 32.598196651835100 1996-04-01 32.589377949843900 1996-05-01 32.801289086928200 1996-06-01 33.259092057785200 1996-07-01 33.970305552103700 1996-08-01 33.770118027000300 1996-09-01 34.002528490043204 1996-10-01 34.414028547572800 1996-11-01 34.992708761669505 1996-12-01 35.201508110918600 1997-01-01 35.201112038208900 1997-02-01 33.778285122846000 1997-03-01 33.889667011506800 1997-04-01 34.373340009310695 1997-05-01 34.523497169818000 1997-06-01 34.458683017156600 1997-07-01 34.861696693590304 1997-08-01 34.674822420067900 1997-09-01 34.343241363743600 1997-10-01 34.099577586141800 1997-11-01 34.235295975686995 1997-12-01 34.514303958908700 1998-01-01 34.665681924928500 1998-02-01 34.893090322383800 1998-03-01 35.004072807917900 1998-04-01 34.893515396415300 1998-05-01 34.975712154112800 1998-06-01 35.009328056776600 1998-07-01 36.486898284470290 1998-08-01 37.084676782915800 1998-09-01 36.516170701089200 1998-10-01 36.100444676697000 1998-11-01 36.390747874318290 1998-12-01 36.291747146211100 1999-01-01 36.194158154005606 1999-02-01 36.092088490084200 1999-03-01 36.035433984505296 1999-04-01 36.234789391594000 1999-05-01 36.158065364204100 1999-06-01 39.593525591416500 1999-07-01 39.046474632566710 1999-08-01 39.749793476153400 1999-09-01 38.005591363635500 1999-10-01 36.648126608706995 1999-11-01 36.181442847935500 1999-12-01 36.029409598718400 2000-01-01 35.997208015191205 2000-02-01 36.175583300232600 2000-03-01 35.784379291008400 2000-04-01 35.445454177908500 2000-05-01 35.472075004029400 2000-06-01 35.798917222039200 2000-07-01 35.166105938737900 2000-08-01 35.223385395618700 2000-09-01 35.587520323391400 2000-10-01 36.040858755203000 2000-11-01 36.384375626072000 2000-12-01 36.693324483397795 2001-01-01 37.020487929956495 2001-02-01 37.093350830440706 2001-03-01 37.225799016029704 2001-04-01 37.757356654938604 2001-05-01 37.523356807280800 2001-06-01 37.610974239936300 2001-07-01 37.827939121062705 2001-08-01 38.041599862424400 2001-09-01 38.226833844001100 2001-10-01 38.548501514563700 2001-11-01 39.192319233041296 2001-12-01 39.240396166287300 2002-01-01 39.369692303457605 2002-02-01 39.702000378731000 2002-03-01 39.902764645652205 2002-04-01 40.230121963339500 2002-05-01 40.425047606007794 2002-06-01 40.637493495844700 2002-07-01 40.957485405046704 2002-08-01 40.770592982167900 2002-09-01 40.897235062282206 2002-10-01 40.636129318277400 2002-11-01 40.649847905191000 2002-12-01 40.683923831509400 2003-01-01 40.701227445961300 2003-02-01 40.852313556215000 2003-03-01 41.212697098995900 2003-04-01 41.623840728529600 2003-05-01 41.962853141210104 2003-06-01 42.367370071562300 2003-07-01 42.313025949924800 2003-08-01 42.511265509662710 2003-09-01 42.931204907107290 2003-10-01 43.467495256431100 2003-11-01 43.755064413102104 2003-12-01 43.954717816020700 2004-01-01 44.236614025898200 2004-02-01 44.389292761131706 2004-03-01 44.226860185182500 2004-04-01 44.041769121596005 2004-05-01 44.126265161857400 2004-06-01 44.126935457932600 2004-07-01 44.435012455863510 2004-08-01 44.773608774883500 2004-09-01 44.729697780033100 2004-10-01 45.328976878806600 2004-11-01 45.004870248979800 2004-12-01 45.154008496416200 2005-01-01 45.192087045439390 2005-02-01 45.061507395264100 2005-03-01 45.032638818010994 2005-04-01 45.508059217296400 2005-05-01 45.679893001573400 2005-06-01 45.744183885760606 2005-07-01 45.636071954602000 2005-08-01 45.922839548020804 2005-09-01 46.333479535689000 2005-10-01 46.599946472638700 2005-11-01 46.286374379626600 2005-12-01 46.330895143749500 2006-01-01 46.200849189998400 2006-02-01 46.310819942492900 2006-03-01 46.234756510917100 2006-04-01 45.932633725177100 2006-05-01 46.285068597909200 2006-06-01 46.527567356505790 2006-07-01 46.799613178983000 2006-08-01 46.649793905518294 2006-09-01 46.862088047541704 2006-10-01 46.910051078484500 2006-11-01 47.305020151430600 2006-12-01 47.561789513701110 2007-01-01 47.818862375975800 2007-02-01 47.993198674948594 2007-03-01 48.011893458306204 2007-04-01 48.034261317466600 2007-05-01 48.017182991248504 2007-06-01 48.265149154545100 2007-07-01 48.504862416652000 2007-08-01 48.788090716155900 2007-09-01 48.815002639220890 2007-10-01 49.080108062628604 2007-11-01 49.027889438235704 2007-12-01 49.114684964945205 2008-01-01 49.337276998623500 2008-02-01 49.609593365975290 2008-03-01 49.896873017710800 2008-04-01 50.259104946025710 2008-05-01 50.496303439188004 2008-06-01 50.511509612983296 2008-07-01 50.483876220522700 2008-08-01 50.622542586642800 2008-09-01 50.158599863781400 2008-10-01 50.692047774716390 2008-11-01 50.847102872915706 2008-12-01 51.035240571108500 2009-01-01 51.139566049491800 2009-02-01 51.272504489089200 2009-03-01 51.244913881475800 2009-04-01 51.212934522951200 2009-05-01 51.200070783423904 2009-06-01 51.277164190180100 2009-07-01 50.929096282253400 2009-08-01 50.963889597540700 2009-09-01 50.861655178384600 2009-10-01 51.415463438458600 2009-11-01 51.466746350047394 2009-12-01 51.357944727804295 2010-01-01 51.242374585916200 2010-02-01 51.043056248522504 2010-03-01 50.763774964521396 2010-04-01 51.090999172801894 2010-05-01 51.240804554104606 2010-06-01 51.368648210033100 2010-07-01 51.620533552007210 2010-08-01 51.554397882342800 2010-09-01 51.547120913828710 2010-10-01 51.599093519475600 2010-11-01 51.632512772495600 2010-12-01 51.694517643907500 2011-01-01 51.626773425636500 2011-02-01 51.375920698715600 2011-03-01 51.821333480399296 2011-04-01 51.888885531893100 2011-05-01 51.813674858577800 2011-06-01 51.769900845424790 2011-07-01 51.844304355367100 2011-08-01 51.833791773070400 2011-09-01 52.052522362829900 2011-10-01 51.829516744295596 2011-11-01 52.091006875580600 2011-12-01 52.137359081787610 2012-01-01 52.308722652245294 2012-02-01 52.977852625475100 2012-03-01 52.713583205315295 2012-04-01 52.697028042988000 2012-05-01 52.808073688437396 2012-06-01 52.989539611570606 2012-07-01 53.082918572326800 2012-08-01 53.367587544499100 2012-09-01 53.396386912925800 2012-10-01 53.303815239080200 2012-11-01 53.232682932044000 2012-12-01 53.450136898540200 2013-01-01 54.286432926150894 2013-02-01 54.974722909932900 2013-03-01 54.778644585950700 2013-04-01 54.797683919384795 2013-05-01 55.147956130137000 2013-06-01 55.244532274086600 2013-07-01 54.795348454325600 2013-08-01 54.899596867618400 2013-09-01 55.154855724966296 2013-10-01 55.587319749699105 2013-11-01 55.703057166718295 2013-12-01 55.728409460480390 2014-01-01 55.624218621246800 2014-02-01 55.690592559465900 2014-03-01 55.837582759030000 2014-04-01 56.588180294800200 2014-05-01 56.249527396290900 2014-06-01 56.422528580563900 2014-07-01 56.638832283286504 2014-08-01 56.966981650684700 2014-09-01 57.146690966977204 2014-10-01 57.406697358492096 2014-11-01 57.684684739266500 2014-12-01 57.909683652457800 2015-01-01 58.269984196976990 2015-02-01 58.535460079020990 2015-03-01 58.717764296538500 2015-04-01 59.085551919121510 2015-05-01 59.278737903446704 2015-06-01 59.598625077175000 2015-07-01 60.110748000768700 2015-08-01 60.526596912991400 2015-09-01 60.792968183873900 2015-10-01 61.364101441887400 2015-11-01 61.570533821378500 2015-12-01 61.917226525487790 2016-01-01 62.140789790125500 2016-02-01 62.682128721807004 2016-03-01 63.076762676662206 2016-04-01 63.412165293818504 2016-05-01 63.682441058353500 2016-06-01 63.918632088549096 2016-07-01 63.984038049600500 2016-08-01 64.208809072558300 2016-09-01 64.620566651198400 2016-10-01 64.600903903084800 2016-11-01 64.845810534768600 2016-12-01 65.247049948885090 2017-01-01 65.574026902918300 2017-02-01 65.741084764277700 2017-03-01 66.088810231068700 2017-04-01 66.957864789556100 2017-05-01 66.745817318673400 2017-06-01 67.110817115441800 2017-07-01 67.773695610046400 2017-08-01 68.063050643616000 2017-09-01 68.494103954506600 2017-10-01 67.634286141628800 2017-11-01 68.078157257789900 2017-12-01 68.171978349843290 2018-01-01 68.397950306123290 2018-02-01 68.567264773989700 2018-03-01 68.910008103168410 2018-04-01 68.224724619232700 2018-05-01 68.756654630958700 2018-06-01 68.947470481919200 2018-07-01 69.143849821092300 2018-08-01 69.411425965554200 2018-09-01 69.481922047800900 2018-10-01 70.046556716167100 2018-11-01 70.591848301823800 2018-12-01 70.752618363324700 2019-01-01 70.992479062248210 2019-02-01 71.387072163436500 2019-03-01 72.048054676990700 2019-04-01 72.196224620417200 2019-05-01 72.337700619302990 2019-06-01 72.500708115773210 2019-07-01 72.653563949584100 2019-08-01 72.806813624338400 2019-09-01 73.055732749578710 2019-10-01 73.012667145446910 2019-11-01 73.336191222878580 2019-12-01 73.613745198291210 2020-01-01 74.076184905165300 2020-02-01 74.050597607811600 2020-03-01 74.025155761213800 2020-04-01 67.686546454954000 2020-05-01 68.995598240893710 2020-06-01 70.656458592093300 2020-07-01 70.991936002836800 2020-08-01 71.314629516376100 2020-09-01 71.744713634374100 2020-10-01 72.139923795210800 2020-11-01 72.297661255565300 2020-12-01 72.766790432009000 2021-01-01 73.091201780027090 2021-02-01 73.294204626150200 2021-03-01 73.575540547909800 2021-04-01 73.946817492682500 2021-05-01 74.366324027676200 2021-06-01 74.552556764356700 2021-07-01 74.935057617259500 2021-08-01 75.267214720983590 2021-09-01 75.336397281839300 2021-10-01 76.381400065795900 2021-11-01 76.374595510279600 2021-12-01 76.563353117961410 2022-01-01 76.825287855816500 2022-02-01 77.214561735006800 2022-03-01 77.605581858425410 2022-04-01 77.671997290097600 2022-05-01 78.157370651054400 2022-06-01 78.436646380914500 2022-07-01 78.875598390211000 2022-08-01 79.183276018215710 2022-09-01 79.650227451147000 2022-10-01 80.234025425900710 2022-11-01 80.885732561997700 2022-12-01 81.276082591663800 2023-01-01 81.547235607327790 2023-02-01 82.066799994369900 2023-03-01 82.323287730296710 2023-04-01 82.739358704164090 2023-05-01 82.964594936217200 2023-06-01 83.419109446437400 2023-07-01 83.618494186727700 2023-08-01 84.068800197875800 2023-09-01 84.342925670181290 2023-10-01 84.518160636540600 2023-11-01 84.426382362627700 2023-12-01 85.006432309559910 2024-01-01 85.729003286581500 2024-02-01 85.852457602249200 2024-03-01 86.239611811458490 2024-04-01 86.703252593440400