Title: Average Hourly Earnings of All Employees: Total Private in Anaheim-Santa Ana-Irvine, CA (MD) (DISCONTINUED) Series ID: SMU06112440500000003SA 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: Dollars per Hour Date Range: 2007-01-01 to 2022-03-01 Last Updated: 2022-04-16 3:51 AM CDT Notes: This series is discontinued and will no longer be updated. The Federal Reserve Bank of St. Louis previously calculated this seasonally adjusted (SA) series based on the not seasonally adjusted (NSA) version available here (https://fred.stlouisfed.org/series/SMU06112440500000003). However, most of the earnings-related series do not have a significant seasonal component, so the values for both the SA and the NSA series are very similar. See the NSA series (https://fred.stlouisfed.org/series/SMU06112440500000003) for updated values. The Federal Reserve Bank of St. Louis previously used to seasonally adjust 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/SMU06112440500000003). 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 2007-01-01 26.891915319735897 2007-02-01 26.999366866175000 2007-03-01 27.187838419512700 2007-04-01 27.316764848192600 2007-05-01 27.223833823188100 2007-06-01 27.516912819051800 2007-07-01 27.630495454459800 2007-08-01 27.540766973671197 2007-09-01 27.556847620381998 2007-10-01 27.132367946999600 2007-11-01 27.278465737968897 2007-12-01 27.191774824174900 2008-01-01 26.432533712904600 2008-02-01 26.347978068706100 2008-03-01 26.429261666479500 2008-04-01 26.476243242172103 2008-05-01 26.848307459738496 2008-06-01 27.165709979354100 2008-07-01 26.423661761163500 2008-08-01 26.390134473972200 2008-09-01 26.327059420693400 2008-10-01 26.392483145355600 2008-11-01 26.691174265580200 2008-12-01 26.651849634735697 2009-01-01 26.582008547518700 2009-02-01 26.664451730581604 2009-03-01 26.919109841215600 2009-04-01 26.564016274986600 2009-05-01 26.323929750085398 2009-06-01 26.245156339848700 2009-07-01 26.443930589224802 2009-08-01 26.344496976750500 2009-09-01 26.441077164741998 2009-10-01 26.503533508042302 2009-11-01 26.579659479255000 2009-12-01 26.484328948196300 2010-01-01 26.547197728944102 2010-02-01 26.428893793941400 2010-03-01 26.410968441410198 2010-04-01 26.422182504167600 2010-05-01 26.728813667433897 2010-06-01 26.603272581143997 2010-07-01 26.595881606605800 2010-08-01 26.847662073133503 2010-09-01 26.709100969263396 2010-10-01 26.841420525236600 2010-11-01 26.804193019731002 2010-12-01 26.847462044718498 2011-01-01 26.718573603456303 2011-02-01 26.850724443086100 2011-03-01 26.776975330777898 2011-04-01 26.523701772993803 2011-05-01 26.669143907805900 2011-06-01 26.523285352194400 2011-07-01 26.780416942148700 2011-08-01 26.796302873450305 2011-09-01 26.826796013663300 2011-10-01 26.882304258774500 2011-11-01 26.570104637192500 2011-12-01 26.590875557103000 2012-01-01 26.593745303079700 2012-02-01 26.232849506891604 2012-03-01 26.543304309657200 2012-04-01 26.684982934663300 2012-05-01 26.546597659809000 2012-06-01 26.537263737774700 2012-07-01 26.504856554382602 2012-08-01 26.434805250740700 2012-09-01 26.605208285876397 2012-10-01 26.531091716328500 2012-11-01 26.584567492432605 2012-12-01 26.995765501458603 2013-01-01 26.927086867183900 2013-02-01 26.564225103464900 2013-03-01 26.791162387014500 2013-04-01 27.395757811002700 2013-05-01 27.407168846585100 2013-06-01 27.939136401331396 2013-07-01 27.441461729050197 2013-08-01 27.614176064206700 2013-09-01 27.838792623478200 2013-10-01 27.545503840398197 2013-11-01 27.547873889189200 2013-12-01 27.882637455764698 2014-01-01 27.732854747318697 2014-02-01 27.991358104301302 2014-03-01 28.119458477481604 2014-04-01 27.945903711669900 2014-05-01 28.026784976049104 2014-06-01 28.387499684682500 2014-07-01 28.329228422465300 2014-08-01 28.106131316205800 2014-09-01 28.193991265401696 2014-10-01 28.348891746123800 2014-11-01 28.551677778201700 2014-12-01 28.278909385658604 2015-01-01 28.569716361740102 2015-02-01 28.578135022451896 2015-03-01 28.614108036738802 2015-04-01 28.198383148994500 2015-05-01 28.659954425084200 2015-06-01 28.549531110630603 2015-07-01 28.495647527919900 2015-08-01 28.796528524184300 2015-09-01 28.490949649685604 2015-10-01 28.827396491853800 2015-11-01 29.207075260167898 2015-12-01 28.953420799949800 2016-01-01 29.193179301730800 2016-02-01 29.581736688322803 2016-03-01 29.351901659969602 2016-04-01 29.601292917883100 2016-05-01 30.129460795435100 2016-06-01 29.771201475932700 2016-07-01 29.506522626353302 2016-08-01 29.848696889954300 2016-09-01 29.922003532960000 2016-10-01 30.528778590497900 2016-11-01 30.156566356008803 2016-12-01 30.118641990465104 2017-01-01 30.634876891681000 2017-02-01 30.163268580019803 2017-03-01 30.133364933911000 2017-04-01 30.525647091130800 2017-05-01 30.214550905366900 2017-06-01 30.368266157633800 2017-07-01 30.761813424331198 2017-08-01 30.583437285563303 2017-09-01 30.799448707382304 2017-10-01 31.097331656877103 2017-11-01 30.888442538332896 2017-12-01 30.699907966408702 2018-01-01 30.967365651807700 2018-02-01 30.706696722178503 2018-03-01 31.135665238138298 2018-04-01 31.337756124074602 2018-05-01 31.161160711483700 2018-06-01 31.224916341952400 2018-07-01 31.632988771707000 2018-08-01 31.568570982354004 2018-09-01 31.938383502661600 2018-10-01 31.714365740475200 2018-11-01 31.607567501623200 2018-12-01 31.980074861426600 2019-01-01 31.926301157547897 2019-02-01 31.972650665838500 2019-03-01 32.211446734902395 2019-04-01 32.373768301309800 2019-05-01 32.275237207695696 2019-06-01 32.469835941241000 2019-07-01 32.139165791612200 2019-08-01 32.417535669809000 2019-09-01 32.579404784203200 2019-10-01 32.452261608289106 2019-11-01 32.481647777419600 2019-12-01 32.928744072095700 2020-01-01 32.758806336139100 2020-02-01 33.160132510300300 2020-03-01 33.632135696924300 2020-04-01 34.808817170683000 2020-05-01 35.175137353735300 2020-06-01 35.222104039811200 2020-07-01 35.095411335117000 2020-08-01 35.739394433126996 2020-09-01 34.930732870235000 2020-10-01 35.630509842968600 2020-11-01 35.937144951864300 2020-12-01 36.271185487865600 2021-01-01 36.258970285071000 2021-02-01 36.147665036785895 2021-03-01 36.042815041735500 2021-04-01 35.905428451740704 2021-05-01 36.389139603307100 2021-06-01 36.222638640277100 2021-07-01 36.381938376464795 2021-08-01 36.755994161558000 2021-09-01 36.359284030740206 2021-10-01 36.483729449778600 2021-11-01 36.727978020314396 2021-12-01 36.750402282278200 2022-01-01 37.447526442306600 2022-02-01 37.062659094472500 2022-03-01 37.069061983417500