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 2024-03-01 Last Updated: 2024-04-20 4:36 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 26.154799283288803 1990-02-01 26.634104048383602 1990-03-01 26.885459689365803 1990-04-01 26.865191695610598 1990-05-01 26.916104694042000 1990-06-01 28.293461703695000 1990-07-01 26.839075891670800 1990-08-01 27.331053843291997 1990-09-01 27.975106546026000 1990-10-01 27.759344468613200 1990-11-01 27.889111455805804 1990-12-01 27.945055097274900 1991-01-01 28.351369592756300 1991-02-01 28.348315394869500 1991-03-01 28.417137003602600 1991-04-01 28.771522544742400 1991-05-01 28.820259306867104 1991-06-01 28.845377304685000 1991-07-01 26.118621414488200 1991-08-01 25.955929269266502 1991-09-01 26.101310411820997 1991-10-01 28.326888074165897 1991-11-01 28.566725990024900 1991-12-01 29.020413169004804 1992-01-01 29.789873176541000 1992-02-01 29.577777759911200 1992-03-01 29.940568930690603 1992-04-01 29.895379024103605 1992-05-01 30.212252278967800 1992-06-01 30.258579624178400 1992-07-01 31.308922635966102 1992-08-01 32.267416123632000 1992-09-01 29.405337756581602 1992-10-01 29.158358770839200 1992-11-01 29.429116374082900 1992-12-01 29.496779014666700 1993-01-01 29.656656960218700 1993-02-01 29.901846587466697 1993-03-01 29.876711634320603 1993-04-01 30.293589407265600 1993-05-01 30.355905590008803 1993-06-01 30.310972867657700 1993-07-01 30.650258290727200 1993-08-01 30.102324642932600 1993-09-01 30.297429266215800 1993-10-01 30.455364053405400 1993-11-01 30.417650548403500 1993-12-01 30.777996424538300 1994-01-01 30.208867623219700 1994-02-01 30.121465113445000 1994-03-01 30.136634751745100 1994-04-01 30.097792711412100 1994-05-01 30.180333981446500 1994-06-01 30.128295925089898 1994-07-01 30.453707532602100 1994-08-01 30.410592021248700 1994-09-01 30.034041573869000 1994-10-01 30.418500806428103 1994-11-01 30.517459458416600 1994-12-01 30.683464302945800 1995-01-01 30.722755057873503 1995-02-01 30.925490051643000 1995-03-01 30.995189597433700 1995-04-01 30.921590738926100 1995-05-01 31.052982122707000 1995-06-01 31.320433900531697 1995-07-01 31.313646053374900 1995-08-01 31.667812079556900 1995-09-01 32.730332808696105 1995-10-01 32.174099204945804 1995-11-01 32.066856887357396 1995-12-01 32.198225358178100 1996-01-01 32.600871136138200 1996-02-01 32.516863179185700 1996-03-01 32.598195296723400 1996-04-01 32.589383012745100 1996-05-01 32.801298399680300 1996-06-01 33.259104943318000 1996-07-01 33.970287264238800 1996-08-01 33.770130600660300 1996-09-01 34.002534460447194 1996-10-01 34.414021603432900 1996-11-01 34.992698718708800 1996-12-01 35.201500122088700 1997-01-01 35.201105399844200 1997-02-01 33.778281233594200 1997-03-01 33.889667526628400 1997-04-01 34.373350929943800 1997-05-01 34.523515860188700 1997-06-01 34.458709751815704 1997-07-01 34.861665603929300 1997-08-01 34.674853771142395 1997-09-01 34.343220970094400 1997-10-01 34.099564299513600 1997-11-01 34.235280743990000 1997-12-01 34.514293091769200 1998-01-01 34.665675489979700 1998-02-01 34.893088570464600 1998-03-01 35.004076714376000 1998-04-01 34.893530191554900 1998-05-01 34.975738314868700 1998-06-01 35.009367796992300 1998-07-01 36.486855578579500 1998-08-01 37.084722881154796 1998-09-01 36.516136703952100 1998-10-01 36.100423360998100 1998-11-01 36.390727591226600 1998-12-01 36.291735113679900 1999-01-01 36.194153291242706 1999-02-01 36.092088225238400 1999-03-01 36.035440343806100 1999-04-01 36.234805683040000 1999-05-01 36.158090511586400 1999-06-01 39.593560841986800 1999-07-01 39.046438359183000 1999-08-01 39.749850618043000 1999-09-01 38.005552366864600 1999-10-01 36.648099920904606 1999-11-01 36.181421113922300 1999-12-01 36.029399030242710 2000-01-01 35.997203821405600 2000-02-01 36.175584918063300 2000-03-01 35.784387209631900 2000-04-01 35.445468330422294 2000-05-01 35.472093820204800 2000-06-01 35.798941493421800 2000-07-01 35.166079370203900 2000-08-01 35.223433719154290 2000-09-01 35.587492864690205 2000-10-01 36.040837401454700 2000-11-01 36.384356492037796 2000-12-01 36.693316786568104 2001-01-01 37.020485160358500 2001-02-01 37.093352364261500 2001-03-01 37.225805336806204 2001-04-01 37.757366408391704 2001-05-01 37.523366560388800 2001-06-01 37.610984854774790 2001-07-01 37.827928784777605 2001-08-01 38.041628820206500 2001-09-01 38.226820665315100 2001-10-01 38.548489384435210 2001-11-01 39.192304938728300 2001-12-01 39.240391614050200 2002-01-01 39.369690750533900 2002-02-01 39.702001516025206 2002-03-01 39.902768451854500 2002-04-01 40.230126928284100 2002-05-01 40.425051532055996 2002-06-01 40.637498041336100 2002-07-01 40.957481418960796 2002-08-01 40.770604106934290 2002-09-01 40.897232523940700 2002-10-01 40.636125436767100 2002-11-01 40.649840194636900 2002-12-01 40.683921392023294 2003-01-01 40.701226567446500 2003-02-01 40.852313871012100 2003-03-01 41.212698469747100 2003-04-01 41.623842419806200 2003-05-01 41.962853879494000 2003-06-01 42.367371960279900 2003-07-01 42.313026200084295 2003-08-01 42.511268580943500 2003-09-01 42.931204780749900 2003-10-01 43.467494239290600 2003-11-01 43.755061234537500 2003-12-01 43.954716770823400 2004-01-01 44.236613638182604 2004-02-01 44.389292815934496 2004-03-01 44.226860492471500 2004-04-01 44.041769501246500 2004-05-01 44.126265260157005 2004-06-01 44.126936276318000 2004-07-01 44.435012354686500 2004-08-01 44.773610529704100 2004-09-01 44.729697779761800 2004-10-01 45.328976107218196 2004-11-01 45.004869716917000 2004-12-01 45.154007991147600 2005-01-01 45.192086747123390 2005-02-01 45.061507306420400 2005-03-01 45.032638751628106 2005-04-01 45.508059254996795 2005-05-01 45.679893002276490 2005-06-01 45.744184311367796 2005-07-01 45.636072108070790 2005-08-01 45.922840353712395 2005-09-01 46.333479691875894 2005-10-01 46.599945928255800 2005-11-01 46.286374110607300 2005-12-01 46.330894926601000 2006-01-01 46.200849050792400 2006-02-01 46.310819878645600 2006-03-01 46.234756450782605 2006-04-01 45.932633760700100 2006-05-01 46.285068635215204 2006-06-01 46.527567380164100 2006-07-01 46.799613633117700 2006-08-01 46.649793934744900 2006-09-01 46.862088280196200 2006-10-01 46.910050833847800 2006-11-01 47.305020016266006 2006-12-01 47.561789379499800 2007-01-01 47.818862303980800 2007-02-01 47.993198648075200 2007-03-01 48.011893428072700 2007-04-01 48.034261349303705 2007-05-01 48.017183008166600 2007-06-01 48.265149165174705 2007-07-01 48.504862674064290 2007-08-01 48.788090698704500 2007-09-01 48.815002735913710 2007-10-01 49.080107954974395 2007-11-01 49.027889338887100 2007-12-01 49.114684872359200 2008-01-01 49.337276934630005 2008-02-01 49.609593323006706 2008-03-01 49.896873210240400 2008-04-01 50.259104923885495 2008-05-01 50.496303412354095 2008-06-01 50.511509625371200 2008-07-01 50.483876335224400 2008-08-01 50.622542598287900 2008-09-01 50.158599912302290 2008-10-01 50.692047764176210 2008-11-01 50.847102823721100 2008-12-01 51.035240460517400 2009-01-01 51.139565885782794 2009-02-01 51.272504338352700 2009-03-01 51.244914135898600 2009-04-01 51.212934400396390 2009-05-01 51.200070790655296 2009-06-01 51.277164378628400 2009-07-01 50.929096447617900 2009-08-01 50.963889747301210 2009-09-01 50.861655285693000 2009-10-01 51.415463542936500 2009-11-01 51.466746242120400 2009-12-01 51.357944478556400 2010-01-01 51.242374178410300 2010-02-01 51.043055684061700 2010-03-01 50.763775084418400 2010-04-01 51.090998899402294 2010-05-01 51.240804761819300 2010-06-01 51.368648849758300 2010-07-01 51.620534186547700 2010-08-01 51.554398321298600 2010-09-01 51.547121137033700 2010-10-01 51.599093837743100 2010-11-01 51.632512251910704 2010-12-01 51.694517047761900 2011-01-01 51.626773016667700 2011-02-01 51.375919186985100 2011-03-01 51.821333226071900 2011-04-01 51.888884847257096 2011-05-01 51.813674310394200 2011-06-01 51.769903850523210 2011-07-01 51.844306367468900 2011-08-01 51.833791648118200 2011-09-01 52.052522478115500 2011-10-01 51.829517394604200 2011-11-01 52.091006018026704 2011-12-01 52.137358192252400 2012-01-01 52.308722413940000 2012-02-01 52.977850206597600 2012-03-01 52.713582541524204 2012-04-01 52.697026060502395 2012-05-01 52.808071779047296 2012-06-01 52.989544386921000 2012-07-01 53.082922021996794 2012-08-01 53.367587952390394 2012-09-01 53.396388808742400 2012-10-01 53.303817679677294 2012-11-01 53.232682262102700 2012-12-01 53.450134438301404 2013-01-01 54.286430422004700 2013-02-01 54.974716866158600 2013-03-01 54.778641773170390 2013-04-01 54.797680789092595 2013-05-01 55.147954606320400 2013-06-01 55.244541922480790 2013-07-01 54.795356146443500 2013-08-01 54.899598737747710 2013-09-01 55.154857937909796 2013-10-01 55.587330169181200 2013-11-01 55.703053511931294 2013-12-01 55.728400714209700 2014-01-01 55.624208316917496 2014-02-01 55.690579063093200 2014-03-01 55.837574349772500 2014-04-01 56.588178058637200 2014-05-01 56.249536233464795 2014-06-01 56.422548154383200 2014-07-01 56.638845457696800 2014-08-01 56.966981442143300 2014-09-01 57.146710173907700 2014-10-01 57.406705440600500 2014-11-01 57.684673774199105 2014-12-01 57.909665791886100 2015-01-01 58.269958610366790 2015-02-01 58.535428880520000 2015-03-01 58.717731962495200 2015-04-01 59.085561573856104 2015-05-01 59.278717383912490 2015-06-01 59.598751007292300 2015-07-01 60.110747076556800 2015-08-01 60.526624886408300 2015-09-01 60.793017092932900 2015-10-01 61.364120570500100 2015-11-01 61.570511225040704 2015-12-01 61.917160064480110 2016-01-01 62.140683321293200 2016-02-01 62.682017517533104 2016-03-01 63.076660731351296 2016-04-01 63.412219154952400 2016-05-01 63.682445232256300 2016-06-01 63.918926181581300 2016-07-01 63.984085888901795 2016-08-01 64.208927052794700 2016-09-01 64.620643897194500 2016-10-01 64.600958972200700 2016-11-01 64.845765752805900 2016-12-01 65.246851546719600 2017-01-01 65.573707637442710 2017-02-01 65.740778400836100 2017-03-01 66.088565989130300 2017-04-01 66.958012789979290 2017-05-01 66.745947135718400 2017-06-01 67.111386058228390 2017-07-01 67.773909232854900 2017-08-01 68.063375963141500 2017-09-01 68.494236232850500 2017-10-01 67.634410780675500 2017-11-01 68.078077868728400 2017-12-01 68.171654923829790 2018-01-01 68.396702303078700 2018-02-01 68.566736044381200 2018-03-01 68.909263332174200 2018-04-01 68.225555572970500 2018-05-01 68.757472132534200 2018-06-01 68.948242203601210 2018-07-01 69.144313186304500 2018-08-01 69.411919378463300 2018-09-01 69.482052586139300 2018-10-01 70.046598991132710 2018-11-01 70.591555140167900 2018-12-01 70.751945331289000 2019-01-01 70.990121125667410 2019-02-01 71.386298904704200 2019-03-01 72.046990522108700 2019-04-01 72.197942268059310 2019-05-01 72.339432071493000 2019-06-01 72.501866543897300 2019-07-01 72.654477305551210 2019-08-01 72.807756561242500 2019-09-01 73.056481813065910 2019-10-01 73.012575001203300 2019-11-01 73.335079475372710 2019-12-01 73.611790703638400 2020-01-01 74.071406401141300 2020-02-01 74.048047761554100 2020-03-01 74.022498461313000 2020-04-01 67.693419225535700 2020-05-01 68.998351489757610 2020-06-01 70.658815614955200 2020-07-01 70.994336430913200 2020-08-01 71.316912957641100 2020-09-01 71.746567130395500 2020-10-01 72.139734157828900 2020-11-01 72.293964933350900 2020-12-01 72.761136513792600 2021-01-01 73.082179430585910 2021-02-01 73.287394953576100 2021-03-01 73.571582758561590 2021-04-01 73.959523969294600 2021-05-01 74.372401635804600 2021-06-01 74.559228950753790 2021-07-01 74.941051130453200 2021-08-01 75.272303388036500 2021-09-01 75.340737544707210 2021-10-01 76.381345786068300 2021-11-01 76.366016588485500 2021-12-01 76.551589198618200 2022-01-01 76.809644572380500 2022-02-01 77.193664572458590 2022-03-01 77.593575152849210 2022-04-01 77.703053405885910 2022-05-01 78.172674303754300 2022-06-01 78.450238383818400 2022-07-01 78.886813318321000 2022-08-01 79.191806369074600 2022-09-01 79.655473621993600 2022-10-01 80.232161859032910 2022-11-01 80.870517340018410 2022-12-01 81.256659083845500 2023-01-01 81.523024174555900 2023-02-01 82.028243275361800 2023-03-01 82.303124218895700 2023-04-01 82.795275161073800 2023-05-01 82.991714273553100 2023-06-01 83.439809710666800 2023-07-01 83.633926415129790 2023-08-01 84.079325546894600 2023-09-01 84.347731970340400 2023-10-01 84.513619816104710 2023-11-01 84.406209759298400 2023-12-01 84.981761983293710 2024-01-01 85.698898417472300 2024-02-01 85.795359225753400 2024-03-01 86.109115030902000