Title: All Employees: Wholesale Trade in Fresno, CA (MSA) Series ID: SMU06234204100000001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 6:00 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/SMU06234204100000001). 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 11.404045087848400 1990-02-01 11.541756007330100 1990-03-01 11.282472650786099 1990-04-01 11.659699912675700 1990-05-01 11.688472248517302 1990-06-01 11.780955548156200 1990-07-01 11.671886770626399 1990-08-01 11.529781730747500 1990-09-01 11.694506137948300 1990-10-01 11.602002626068598 1990-11-01 11.913042969165401 1990-12-01 11.827123373217000 1991-01-01 11.610088360131000 1991-02-01 11.334211379412100 1991-03-01 11.493338322998400 1991-04-01 11.259030682089401 1991-05-01 11.296138781956902 1991-06-01 11.074460814006400 1991-07-01 11.164476731637098 1991-08-01 11.326767607432500 1991-09-01 11.288018446957700 1991-10-01 11.313248524335000 1991-11-01 11.312949756903400 1991-12-01 11.118761488925099 1992-01-01 11.418950917321501 1992-02-01 11.427348793318998 1992-03-01 11.506709063925399 1992-04-01 11.654447794897099 1992-05-01 11.717900128748800 1992-06-01 11.766650274705698 1992-07-01 11.747527783975501 1992-08-01 11.716429221285100 1992-09-01 11.680072536022100 1992-10-01 11.824375961465700 1992-11-01 11.710277821777801 1992-12-01 11.717130723392401 1993-01-01 11.931618712603300 1993-02-01 12.017333144365000 1993-03-01 12.036447128273098 1993-04-01 11.949263070656299 1993-05-01 11.934059497681000 1993-06-01 11.738663804585400 1993-07-01 12.033980628998801 1993-08-01 12.013159603216500 1993-09-01 11.980595874126900 1993-10-01 12.043526622108200 1993-11-01 11.893522163036199 1993-12-01 12.020249303394900 1994-01-01 11.844207099116499 1994-02-01 11.601454813060600 1994-03-01 11.749620572452600 1994-04-01 12.150182422036300 1994-05-01 11.864480983565901 1994-06-01 12.121671690733700 1994-07-01 11.812313646980100 1994-08-01 11.800926142465000 1994-09-01 11.887326288649600 1994-10-01 11.659326779094100 1994-11-01 11.765974642263698 1994-12-01 11.831531567972501 1995-01-01 11.756546383414700 1995-02-01 11.794801601015400 1995-03-01 11.869218146834399 1995-04-01 11.943792812817400 1995-05-01 11.782153805103400 1995-06-01 11.898490169364100 1995-07-01 11.906233925758400 1995-08-01 11.796585363409100 1995-09-01 11.797121495385401 1995-10-01 11.678549851899400 1995-11-01 11.612424995019900 1995-12-01 11.542282253685600 1996-01-01 11.366707306953600 1996-02-01 11.211514621766698 1996-03-01 10.964950994194100 1996-04-01 10.839517602325198 1996-05-01 11.014287233528500 1996-06-01 10.892488391138599 1996-07-01 10.697356633005000 1996-08-01 10.780880462235801 1996-09-01 10.618059257138901 1996-10-01 11.267839774412698 1996-11-01 11.049346179013801 1996-12-01 11.052875491921599 1997-01-01 11.186255252045400 1997-02-01 11.347793166563498 1997-03-01 11.367583322344199 1997-04-01 10.935958348174700 1997-05-01 11.124041024384502 1997-06-01 11.086100996362697 1997-07-01 11.309000963600700 1997-08-01 11.365130408829101 1997-09-01 11.038174779188099 1997-10-01 10.938641190408301 1997-11-01 10.890747551945902 1997-12-01 10.850576123818700 1998-01-01 11.319386346861998 1998-02-01 11.186990042201900 1998-03-01 11.262943212044700 1998-04-01 11.532545281244000 1998-05-01 11.546455889676599 1998-06-01 11.596748832008500 1998-07-01 11.212887056709800 1998-08-01 11.537055460843598 1998-09-01 11.646153271677100 1998-10-01 11.594321915225198 1998-11-01 11.758785822679998 1998-12-01 11.629709265121800 1999-01-01 11.665427942520600 1999-02-01 11.526099538962700 1999-03-01 11.684519608880699 1999-04-01 11.615060552318400 1999-05-01 11.651755571598999 1999-06-01 11.901719798909600 1999-07-01 12.137524273897400 1999-08-01 12.022142997961499 1999-09-01 11.936125298926100 1999-10-01 12.248210805567801 1999-11-01 12.232761762560400 1999-12-01 12.184534469564400 2000-01-01 12.018685366541600 2000-02-01 12.065581976943000 2000-03-01 12.120124043623300 2000-04-01 11.999769771606697 2000-05-01 12.060853240007699 2000-06-01 11.897278563764301 2000-07-01 11.860092998313100 2000-08-01 11.917905331914001 2000-09-01 11.921974956911301 2000-10-01 11.787547576234200 2000-11-01 11.821588093685500 2000-12-01 11.936266962831500 2001-01-01 11.869322871900499 2001-02-01 11.883629023566401 2001-03-01 11.876946712230898 2001-04-01 11.902469963611601 2001-05-01 11.846340429912699 2001-06-01 11.690575651392901 2001-07-01 11.894189016992800 2001-08-01 12.021527110179301 2001-09-01 11.891452195613802 2001-10-01 11.729697156772499 2001-11-01 11.721638464525098 2001-12-01 11.603078336928899 2002-01-01 12.098007939567900 2002-02-01 11.989751209678700 2002-03-01 12.028322356912800 2002-04-01 12.219871360696500 2002-05-01 12.143342541230302 2002-06-01 12.287749766512599 2002-07-01 12.306150830968999 2002-08-01 12.319797357221699 2002-09-01 12.348228347943600 2002-10-01 12.585409522375200 2002-11-01 12.637528933853600 2002-12-01 12.708324103761600 2003-01-01 12.501205621574700 2003-02-01 12.384258027228698 2003-03-01 12.465881085582499 2003-04-01 12.545839510930600 2003-05-01 12.544210991957700 2003-06-01 12.479076113159499 2003-07-01 12.205831757836899 2003-08-01 12.122998256608200 2003-09-01 12.105221975700200 2003-10-01 12.151072545723200 2003-11-01 12.050319005385400 2003-12-01 12.032078966433000 2004-01-01 11.893825854279301 2004-02-01 11.996114230939500 2004-03-01 11.777223087046302 2004-04-01 11.782923260211700 2004-05-01 11.949835985654900 2004-06-01 11.854373359882200 2004-07-01 11.987524579103901 2004-08-01 12.121753248211201 2004-09-01 12.174883119919600 2004-10-01 12.134191776305500 2004-11-01 12.059676419564000 2004-12-01 12.068089772658801 2005-01-01 12.194247371306100 2005-02-01 12.105662465580700 2005-03-01 12.170204384053699 2005-04-01 12.219166661030600 2005-05-01 12.148706384668000 2005-06-01 12.230443652295802 2005-07-01 12.366548927610099 2005-08-01 12.418710573075800 2005-09-01 12.548134574586900 2005-10-01 12.539190574778900 2005-11-01 12.668464784347000 2005-12-01 12.700608228282302 2006-01-01 12.888773319154101 2006-02-01 12.920298402664500 2006-03-01 12.952982184913198 2006-04-01 12.836806638560200 2006-05-01 12.854337145817599 2006-06-01 13.103926900158699 2006-07-01 12.955369977789600 2006-08-01 12.922946890611401 2006-09-01 12.936067572055700 2006-10-01 13.059199034561901 2006-11-01 12.961109275293300 2006-12-01 12.820532143419301 2007-01-01 13.080272920392899 2007-02-01 13.121762483031800 2007-03-01 13.337271281288901 2007-04-01 13.238006074116800 2007-05-01 13.368207199008700 2007-06-01 13.390440627780500 2007-07-01 13.355033295876100 2007-08-01 13.342740435590901 2007-09-01 13.146876408138402 2007-10-01 12.969912661365399 2007-11-01 12.932892113054500 2007-12-01 12.820576543081200 2008-01-01 12.666374245899197 2008-02-01 12.615440630343599 2008-03-01 12.725347016031401 2008-04-01 12.834595612627302 2008-05-01 12.885424017950400 2008-06-01 12.788849941863400 2008-07-01 12.671702505093501 2008-08-01 12.573422861185000 2008-09-01 12.570088452160402 2008-10-01 12.374339179256400 2008-11-01 12.286366312539101 2008-12-01 12.206131846364200 2009-01-01 12.148697898060000 2009-02-01 11.994766045626000 2009-03-01 11.821202041649500 2009-04-01 11.736004844072198 2009-05-01 11.596535401464699 2009-06-01 11.611969425043400 2009-07-01 11.393043709900000 2009-08-01 11.400350557528201 2009-09-01 11.390589455642500 2009-10-01 11.475133885909200 2009-11-01 11.454836703298900 2009-12-01 11.494994193943999 2010-01-01 11.315138223497600 2010-02-01 11.262813681372002 2010-03-01 11.211337378427201 2010-04-01 11.233965398443000 2010-05-01 11.111323434639600 2010-06-01 11.144150109851600 2010-07-01 11.316846795879500 2010-08-01 11.321437432597198 2010-09-01 11.215437275032698 2010-10-01 11.581074623844700 2010-11-01 11.539252623123500 2010-12-01 11.486401130558200 2011-01-01 12.267499626849300 2011-02-01 12.326068472687400 2011-03-01 12.294241870690598 2011-04-01 12.231246024372599 2011-05-01 12.223037140308700 2011-06-01 11.988669198029400 2011-07-01 12.334869400413199 2011-08-01 12.330067533511802 2011-09-01 12.440604057340500 2011-10-01 12.487001477146700 2011-11-01 12.551270875613302 2011-12-01 12.480811142123000 2012-01-01 12.415920524275200 2012-02-01 12.383563913088400 2012-03-01 12.471808803723200 2012-04-01 12.430052220198500 2012-05-01 12.634489136571501 2012-06-01 12.631046241117800 2012-07-01 12.649185145732500 2012-08-01 12.732679603692200 2012-09-01 12.767875374697900 2012-10-01 12.795321516535802 2012-11-01 12.767921633445198 2012-12-01 12.864131524618800 2013-01-01 12.966126109822600 2013-02-01 13.156365213905401 2013-03-01 13.257656166349400 2013-04-01 13.432934485483802 2013-05-01 13.735764829367099 2013-06-01 13.469573283071101 2013-07-01 13.260621349110300 2013-08-01 13.434747338571698 2013-09-01 13.385459886696902 2013-10-01 13.300678162569099 2013-11-01 13.287897442766800 2013-12-01 13.444251092686500 2014-01-01 13.620168569481800 2014-02-01 13.737362459889100 2014-03-01 13.753811891726501 2014-04-01 13.536958683833400 2014-05-01 13.442817356412101 2014-06-01 13.393490877194099 2014-07-01 13.368651296778701 2014-08-01 13.440757746175098 2014-09-01 13.403527940492802 2014-10-01 13.398211393809800 2014-11-01 13.299260592883801 2014-12-01 13.311794120875100 2015-01-01 13.286215933678000 2015-02-01 13.331852953119302 2015-03-01 13.264046091408000 2015-04-01 13.242443986670802 2015-05-01 13.249397896340302 2015-06-01 13.316683663923700 2015-07-01 13.465307798328500 2015-08-01 13.542770014974801 2015-09-01 13.613582654684300 2015-10-01 13.988020236865198 2015-11-01 13.902649037232900 2015-12-01 13.982213041702499 2016-01-01 13.975837938073500 2016-02-01 13.937491539685302 2016-03-01 13.984190503964600 2016-04-01 13.946999123768698 2016-05-01 14.052276503013600 2016-06-01 14.021480291479700 2016-07-01 14.054097854426999 2016-08-01 13.940447413589402 2016-09-01 14.118338147269800 2016-10-01 14.076300275568302 2016-11-01 14.204703466978000 2016-12-01 14.065294770124499 2017-01-01 14.192774841663498 2017-02-01 14.050169632275301 2017-03-01 14.102988335978802 2017-04-01 14.049169313141999 2017-05-01 14.029789908023300 2017-06-01 14.214662593884300 2017-07-01 14.044090770885902 2017-08-01 14.036468139688198 2017-09-01 14.017270479709198 2017-10-01 14.067538818710899 2017-11-01 14.008464560509902 2017-12-01 14.178018052672300 2018-01-01 14.122533514296900 2018-02-01 14.266890940040400 2018-03-01 14.210697073616300 2018-04-01 14.337796347695400 2018-05-01 14.291332350079100 2018-06-01 14.293645096433599 2018-07-01 14.437119680833400 2018-08-01 14.736067940784400 2018-09-01 14.426832788831300 2018-10-01 14.467167951474302 2018-11-01 14.513314344443800 2018-12-01 14.611342625765800 2019-01-01 14.552830401083900 2019-02-01 14.472441230896000 2019-03-01 14.508720798140303 2019-04-01 14.613555126069500 2019-05-01 14.641931477267600 2019-06-01 14.782787454667801 2019-07-01 14.735792560256100 2019-08-01 14.835385348812500 2019-09-01 14.841928436831301 2019-10-01 14.781913447776600 2019-11-01 14.707859687125700 2019-12-01 14.752978253081999 2020-01-01 14.769156653738001 2020-02-01 14.974229187294900 2020-03-01 15.001033273949700 2020-04-01 14.089876669982200 2020-05-01 14.202669157662001 2020-06-01 14.368191636934900 2020-07-01 14.034065783294500 2020-08-01 14.037530258008400 2020-09-01 14.358553713974302 2020-10-01 14.509243285668600 2020-11-01 14.503308010545800 2020-12-01 14.490808388326302 2021-01-01 14.576757400968800 2021-02-01 14.562335375362402 2021-03-01 14.686966493137300 2021-04-01 14.671409452978999 2021-05-01 14.773717240806100 2021-06-01 14.760563585944901 2021-07-01 14.834611736400600 2021-08-01 14.842809353354301 2021-09-01 14.969747367737000 2021-10-01 15.243171793503000 2021-11-01 15.398473562715800 2021-12-01 15.417774212740000 2022-01-01 15.567912131885800 2022-02-01 15.654114873029000 2022-03-01 15.771349111864900 2022-04-01 15.960138208071100 2022-05-01 16.063129532535900 2022-06-01 15.949496927700100 2022-07-01 16.131855506114100 2022-08-01 16.251055189014000 2022-09-01 16.179278913315600 2022-10-01 16.070994785019600 2022-11-01 16.202345131877802 2022-12-01 16.128997597426697 2023-01-01 16.159535215730198 2023-02-01 16.141292277876598 2023-03-01 16.062447674070803 2023-04-01 16.049752796465900 2023-05-01 15.962216180237400 2023-06-01 16.047163096771100 2023-07-01 16.028300563090802 2023-08-01 15.951425360493698 2023-09-01 15.984048978331199 2023-10-01 15.795001376043801 2023-11-01 15.808644120475600 2023-12-01 16.027749151217000 2024-01-01 16.249873490570000 2024-02-01 16.135863532025600 2024-03-01 16.160648400223500