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: Total Private in Flagstaff, AZ (MSA) Series ID: SMU04223800500000001SA 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 2024-04-01 Last Updated: 2024-05-18 5:31 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/SMU04223800500000001). 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 28.329896094825898 1990-02-01 28.426167706604600 1990-03-01 28.823539580638197 1990-04-01 28.318235502291397 1990-05-01 28.479534171152500 1990-06-01 28.187293928416600 1990-07-01 27.909057839337300 1990-08-01 27.890717994387103 1990-09-01 27.800429879762900 1990-10-01 27.270915656735202 1990-11-01 27.762270784403000 1990-12-01 27.496208142827896 1991-01-01 28.885283650927896 1991-02-01 28.743288862569400 1991-03-01 28.823361028416098 1991-04-01 28.809172362751102 1991-05-01 28.669339232333100 1991-06-01 28.848542831324500 1991-07-01 28.769189915543900 1991-08-01 28.852735304570604 1991-09-01 28.970507292626800 1991-10-01 29.041151741141700 1991-11-01 29.182684656621102 1991-12-01 29.123029441586198 1992-01-01 29.325503452670198 1992-02-01 29.368444132928700 1992-03-01 29.350936116727800 1992-04-01 30.378792002694200 1992-05-01 30.241473103053200 1992-06-01 30.176986926437802 1992-07-01 30.480688023308602 1992-08-01 30.504591445359804 1992-09-01 30.539399588867102 1992-10-01 30.426601018705500 1992-11-01 30.309638170401897 1992-12-01 30.750240976770602 1993-01-01 30.191322167431302 1993-02-01 29.769263970066500 1993-03-01 30.071974293318400 1993-04-01 30.208378183048300 1993-05-01 30.721905961392103 1993-06-01 31.026405808980304 1993-07-01 31.062870969882102 1993-08-01 31.044320598639196 1993-09-01 30.878696744784797 1993-10-01 31.036585085564603 1993-11-01 30.930997831266197 1993-12-01 31.256674060241900 1994-01-01 31.021312108316803 1994-02-01 30.901043548472600 1994-03-01 31.522174197416500 1994-04-01 31.556199984029200 1994-05-01 31.585465380541300 1994-06-01 31.672042605434605 1994-07-01 31.762096113636500 1994-08-01 32.079534962248694 1994-09-01 32.000632266311100 1994-10-01 32.719590739920700 1994-11-01 33.158033750698600 1994-12-01 33.413212664563900 1995-01-01 32.370393542813396 1995-02-01 32.557334910427900 1995-03-01 32.426212682384000 1995-04-01 32.722888640207100 1995-05-01 32.531612027665100 1995-06-01 32.595855391631000 1995-07-01 32.887969911873500 1995-08-01 32.844496006790900 1995-09-01 33.125929042730100 1995-10-01 33.014030138121000 1995-11-01 33.132887417102700 1995-12-01 32.719260136028296 1996-01-01 33.468353593699100 1996-02-01 33.675067849157900 1996-03-01 34.173471846759895 1996-04-01 34.528976163820400 1996-05-01 34.862145031220900 1996-06-01 34.752842676945896 1996-07-01 34.491589864111600 1996-08-01 34.666487066049700 1996-09-01 34.638982126635000 1996-10-01 34.555709080169500 1996-11-01 34.599272977571395 1996-12-01 34.792574650488300 1997-01-01 35.007787824626400 1997-02-01 34.916108650015104 1997-03-01 34.775673096575600 1997-04-01 34.655046416084200 1997-05-01 34.743855270758800 1997-06-01 34.815114893076100 1997-07-01 34.924733614602900 1997-08-01 35.231382602527900 1997-09-01 35.282835411812700 1997-10-01 35.394358562772496 1997-11-01 35.458830692985394 1997-12-01 35.212158882813796 1998-01-01 35.371098523823100 1998-02-01 35.307434209311600 1998-03-01 35.281396795272500 1998-04-01 35.223061500785000 1998-05-01 35.229121457636600 1998-06-01 35.187526124674704 1998-07-01 34.829825818760900 1998-08-01 34.901467680237104 1998-09-01 35.046712600581600 1998-10-01 35.168099792004200 1998-11-01 35.227201840990000 1998-12-01 35.293762266134700 1999-01-01 35.424285518411800 1999-02-01 35.498505290415295 1999-03-01 35.155911004376700 1999-04-01 35.575453050864100 1999-05-01 35.817523606819600 1999-06-01 36.171191788659100 1999-07-01 36.652779459343705 1999-08-01 36.383482708135000 1999-09-01 36.352233672985500 1999-10-01 37.038835618652000 1999-11-01 37.225427214875900 1999-12-01 37.183111446603500 2000-01-01 36.849754310967500 2000-02-01 36.734855269420000 2000-03-01 37.084354697756600 2000-04-01 38.032476050743400 2000-05-01 38.297718946430400 2000-06-01 38.355756557559100 2000-07-01 38.365196573887296 2000-08-01 38.232181061088100 2000-09-01 38.243224750143500 2000-10-01 38.265833698287395 2000-11-01 38.033445647089100 2000-12-01 38.747294797820700 2001-01-01 37.611649012069800 2001-02-01 37.950867100073600 2001-03-01 38.051108317454100 2001-04-01 37.828442820101400 2001-05-01 37.830740417905000 2001-06-01 37.985976511222795 2001-07-01 38.287723310174200 2001-08-01 38.641557354446000 2001-09-01 38.299113695848700 2001-10-01 37.942332089676400 2001-11-01 38.054674012065700 2001-12-01 38.380209593359700 2002-01-01 38.448106234540700 2002-02-01 38.170116510355800 2002-03-01 38.050979457985300 2002-04-01 38.321764239200505 2002-05-01 38.354839258667600 2002-06-01 38.302074133015700 2002-07-01 38.529222225974294 2002-08-01 38.860645388244200 2002-09-01 38.933047965472205 2002-10-01 39.008329007612500 2002-11-01 39.178809858396100 2002-12-01 39.151968064153900 2003-01-01 39.066904247673900 2003-02-01 38.790397261958600 2003-03-01 38.975630093729400 2003-04-01 38.689612104622896 2003-05-01 38.661057795701296 2003-06-01 38.794193356773300 2003-07-01 39.012107657653200 2003-08-01 39.303098172535210 2003-09-01 39.181564407549100 2003-10-01 39.463025641103500 2003-11-01 39.676461479248200 2003-12-01 39.938202886981000 2004-01-01 40.658090819259290 2004-02-01 40.557799756114000 2004-03-01 40.597772303501900 2004-04-01 40.771147703790895 2004-05-01 40.956948630515900 2004-06-01 40.909093509519900 2004-07-01 40.746504943726290 2004-08-01 40.628201870779400 2004-09-01 40.318794114186100 2004-10-01 41.173776238948100 2004-11-01 41.146487409726205 2004-12-01 41.447813715023500 2005-01-01 41.752278899543900 2005-02-01 41.916606351311100 2005-03-01 41.826177541564400 2005-04-01 42.737848027768900 2005-05-01 42.275271137305005 2005-06-01 42.428250062142100 2005-07-01 42.782705155025000 2005-08-01 43.131380137306095 2005-09-01 43.389677241855400 2005-10-01 43.256187587121296 2005-11-01 43.389646169208795 2005-12-01 43.349809367840900 2006-01-01 43.407285397180610 2006-02-01 43.603336278641390 2006-03-01 44.107515122247804 2006-04-01 44.025581696888000 2006-05-01 44.415674952194900 2006-06-01 44.353650151977206 2006-07-01 44.203746982215800 2006-08-01 44.137320629769200 2006-09-01 44.258061380529390 2006-10-01 44.461752347472800 2006-11-01 44.516794894723205 2006-12-01 44.613513302164094 2007-01-01 44.757190876993290 2007-02-01 44.911491100428290 2007-03-01 45.121399877548505 2007-04-01 45.026596961746705 2007-05-01 44.892801896528000 2007-06-01 45.508975751146004 2007-07-01 45.212164943522300 2007-08-01 45.004643517270296 2007-09-01 44.906992381425800 2007-10-01 45.248418067567300 2007-11-01 45.340567190033290 2007-12-01 45.146312509013700 2008-01-01 45.379439644948100 2008-02-01 45.110826388085100 2008-03-01 45.176975156779200 2008-04-01 45.069366262326900 2008-05-01 44.571796033224295 2008-06-01 43.932999795695900 2008-07-01 43.926507674065505 2008-08-01 43.966841499862010 2008-09-01 43.891932358898710 2008-10-01 43.445674080597290 2008-11-01 43.393720484021800 2008-12-01 43.081421720436600 2009-01-01 42.306170241744300 2009-02-01 42.428437528471100 2009-03-01 42.109587491619600 2009-04-01 41.805889494845400 2009-05-01 41.725315001120600 2009-06-01 41.422339497864300 2009-07-01 41.557487025281500 2009-08-01 41.558760095226400 2009-09-01 41.512349730801894 2009-10-01 41.039042842429500 2009-11-01 40.995164080399900 2009-12-01 41.151414853316800 2010-01-01 41.559655437067704 2010-02-01 41.119631251852496 2010-03-01 40.281504148555400 2010-04-01 40.964956098508296 2010-05-01 40.607315446941600 2010-06-01 40.729174895039200 2010-07-01 40.915237283394600 2010-08-01 40.889237695451996 2010-09-01 40.984842160054605 2010-10-01 41.611476361212600 2010-11-01 41.445872953060500 2010-12-01 41.485071189357500 2011-01-01 41.440906969597400 2011-02-01 41.389083265596206 2011-03-01 41.198362483109800 2011-04-01 41.211863853808204 2011-05-01 41.434810553021500 2011-06-01 41.261445700191295 2011-07-01 41.353912580153704 2011-08-01 41.324024034328396 2011-09-01 41.168226939395600 2011-10-01 41.192934275783600 2011-11-01 41.110923066999995 2011-12-01 41.040514928236500 2012-01-01 41.201972833840900 2012-02-01 41.229972699803300 2012-03-01 41.333818921470300 2012-04-01 41.625328417245200 2012-05-01 42.063683363603500 2012-06-01 42.287008374315600 2012-07-01 42.211236589770500 2012-08-01 42.277869616348600 2012-09-01 42.536596140679706 2012-10-01 42.155302593537100 2012-11-01 41.681278401025000 2012-12-01 41.613314186548600 2013-01-01 42.638141502903600 2013-02-01 42.295556452387900 2013-03-01 42.562886419863400 2013-04-01 42.681459771173000 2013-05-01 42.801188786630400 2013-06-01 43.057883061107500 2013-07-01 43.232026181441100 2013-08-01 43.275027485401600 2013-09-01 43.324463927871000 2013-10-01 43.224844687078710 2013-11-01 43.314149454399605 2013-12-01 43.578613943224500 2014-01-01 43.566286673001800 2014-02-01 43.521678478753000 2014-03-01 43.550219232962100 2014-04-01 43.383174182383300 2014-05-01 43.767111293733500 2014-06-01 44.094538710638000 2014-07-01 43.907900507654800 2014-08-01 43.927229051158704 2014-09-01 44.103288303184300 2014-10-01 44.392111928439600 2014-11-01 44.517625634701990 2014-12-01 44.453448592441795 2015-01-01 45.035726943087205 2015-02-01 44.819680709689890 2015-03-01 45.039863895138000 2015-04-01 44.866722544025790 2015-05-01 44.665625648859600 2015-06-01 44.787409637129200 2015-07-01 44.718444799325700 2015-08-01 44.912529202097900 2015-09-01 44.893972643920500 2015-10-01 44.955013536185895 2015-11-01 44.750305783300504 2015-12-01 44.867816053656700 2016-01-01 44.930708899533904 2016-02-01 45.686857387127105 2016-03-01 45.087110294004795 2016-04-01 45.641649182311710 2016-05-01 45.798637198619296 2016-06-01 45.692548542939996 2016-07-01 45.947127348487210 2016-08-01 46.406083889596300 2016-09-01 46.187429409695400 2016-10-01 46.094998196022000 2016-11-01 46.359820096037290 2016-12-01 46.134023554484700 2017-01-01 46.177449719868406 2017-02-01 46.541854411417290 2017-03-01 46.392226185347100 2017-04-01 46.645052855176200 2017-05-01 46.648170326044210 2017-06-01 46.601398114121100 2017-07-01 47.098981936045200 2017-08-01 46.730947518656100 2017-09-01 46.902444622705710 2017-10-01 47.049000716224210 2017-11-01 46.827402635146800 2017-12-01 47.103943206295100 2018-01-01 46.869542599536800 2018-02-01 46.655120196186600 2018-03-01 47.081240836906005 2018-04-01 46.959669869517796 2018-05-01 47.238677665693906 2018-06-01 47.399795803942700 2018-07-01 47.440044552778500 2018-08-01 47.644445448522400 2018-09-01 47.850961212495700 2018-10-01 47.802927108073600 2018-11-01 48.304014635373400 2018-12-01 48.297682655979800 2019-01-01 47.719295638214290 2019-02-01 47.782936512083300 2019-03-01 47.948558397440700 2019-04-01 48.116073512274200 2019-05-01 48.026628049670200 2019-06-01 48.194750907110205 2019-07-01 47.855714732658100 2019-08-01 47.882539734504206 2019-09-01 47.928726412664500 2019-10-01 48.186446834574400 2019-11-01 48.375664377478400 2019-12-01 48.955244452079800 2020-01-01 49.473604571234500 2020-02-01 48.688381846973290 2020-03-01 48.487814564070900 2020-04-01 36.525304307271110 2020-05-01 39.091529504469600 2020-06-01 41.748516454472790 2020-07-01 42.122189407544400 2020-08-01 42.807366424684000 2020-09-01 43.335668861243000 2020-10-01 43.479023337500294 2020-11-01 43.730337749854500 2020-12-01 43.829724546188200 2021-01-01 44.318274554966294 2021-02-01 44.717053014411604 2021-03-01 45.123819901579500 2021-04-01 45.849373422930896 2021-05-01 46.098256233339704 2021-06-01 46.650487248930204 2021-07-01 47.541423026170500 2021-08-01 47.555460577743000 2021-09-01 47.545366982583700 2021-10-01 48.226933195088800 2021-11-01 48.430955524005604 2021-12-01 48.560869018182004 2022-01-01 49.088538049347400 2022-02-01 49.417591313176004 2022-03-01 49.540119900169200 2022-04-01 49.282845950392996 2022-05-01 49.323278157209610 2022-06-01 49.060290474474200 2022-07-01 49.569759355609400 2022-08-01 49.438408371895800 2022-09-01 50.010108734153604 2022-10-01 50.030483797416295 2022-11-01 50.396405810475294 2022-12-01 50.778538409430000 2023-01-01 50.230173468243706 2023-02-01 50.125146308648100 2023-03-01 50.263246712021505 2023-04-01 50.556415886633700 2023-05-01 50.741471164507210 2023-06-01 50.871252833294110 2023-07-01 50.391956547082200 2023-08-01 50.411704586666900 2023-09-01 50.265399548116996 2023-10-01 50.367643586692296 2023-11-01 50.490634625939100 2023-12-01 50.769449980815494 2024-01-01 51.721561772100100 2024-02-01 51.301455547132704 2024-03-01 51.122032549390795 2024-04-01 50.438530909262600