Title: Average Hourly Earnings of All Employees: Private Service Providing in California (DISCONTINUED) Series ID: SMU06000000800000003SA 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 5:17 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/SMU06000000800000003). 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/SMU06000000800000003) 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/SMU06000000800000003). 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 24.847789960703302 2007-02-01 24.711420894397000 2007-03-01 24.714537769040604 2007-04-01 24.748896053263397 2007-05-01 24.675892457385500 2007-06-01 24.641677408028603 2007-07-01 24.824504366060800 2007-08-01 24.423900742205500 2007-09-01 24.572410793674003 2007-10-01 24.235139142130400 2007-11-01 24.188199282140100 2007-12-01 24.195716526925100 2008-01-01 23.911115577222700 2008-02-01 24.010155307675500 2008-03-01 24.234779956349100 2008-04-01 24.351157182281900 2008-05-01 24.429548843778896 2008-06-01 24.512511683830000 2008-07-01 24.493108306951104 2008-08-01 24.449991098520304 2008-09-01 24.502219626351800 2008-10-01 24.553561274362103 2008-11-01 24.727062137643102 2008-12-01 24.826060626014500 2009-01-01 24.731083671747500 2009-02-01 24.810663849623300 2009-03-01 24.842043814580897 2009-04-01 24.746684395763197 2009-05-01 24.673485276030604 2009-06-01 24.816616932893100 2009-07-01 24.810456209875802 2009-08-01 25.109478169492803 2009-09-01 25.133910087086700 2009-10-01 25.311305295241798 2009-11-01 25.257725553495103 2009-12-01 25.137911489419103 2010-01-01 25.934603086687100 2010-02-01 25.931640630388998 2010-03-01 25.800597820973500 2010-04-01 25.875920544403100 2010-05-01 25.989101667435303 2010-06-01 25.873259293728104 2010-07-01 25.937232028575803 2010-08-01 26.067225459105302 2010-09-01 25.864840189189500 2010-10-01 25.932874689610600 2010-11-01 26.055297117280503 2010-12-01 26.214498665616798 2011-01-01 26.353808524764700 2011-02-01 26.631832491998300 2011-03-01 26.742586899831300 2011-04-01 26.574457594214696 2011-05-01 26.995351338347900 2011-06-01 26.489630926374197 2011-07-01 26.666749952106000 2011-08-01 26.489885163769998 2011-09-01 26.503849863861397 2011-10-01 26.757281668159600 2011-11-01 26.524145307301502 2011-12-01 26.388365301167497 2012-01-01 26.774938532379800 2012-02-01 26.445638400415600 2012-03-01 26.414005120982104 2012-04-01 26.669367998809300 2012-05-01 26.541704561829200 2012-06-01 26.529323977877800 2012-07-01 26.597887682571603 2012-08-01 26.414097908719400 2012-09-01 26.617423358642600 2012-10-01 26.438617380201800 2012-11-01 26.476364405296998 2012-12-01 26.767309259532900 2013-01-01 26.394513948996100 2013-02-01 26.281688326994300 2013-03-01 26.294503834885003 2013-04-01 26.402354193270500 2013-05-01 26.463787920229503 2013-06-01 26.774257084611200 2013-07-01 26.524227075285200 2013-08-01 26.670138258027500 2013-09-01 26.907120311225400 2013-10-01 26.655608259097300 2013-11-01 26.678845224047500 2013-12-01 26.902473002311503 2014-01-01 26.699568646328697 2014-02-01 26.882892967753300 2014-03-01 26.960673300702200 2014-04-01 26.759455464268104 2014-05-01 26.808573800379200 2014-06-01 27.052353623246500 2014-07-01 27.067456918790498 2014-08-01 27.099619430092200 2014-09-01 27.106244655019196 2014-10-01 27.302761134977697 2014-11-01 27.768381445827200 2014-12-01 27.434877683370400 2015-01-01 27.583615248949300 2015-02-01 27.732166560317395 2015-03-01 27.772510019639900 2015-04-01 27.623135743982300 2015-05-01 27.832192974102202 2015-06-01 27.748106338204800 2015-07-01 27.743357252899800 2015-08-01 28.118606900789400 2015-09-01 27.666736393622198 2015-10-01 27.918708969179600 2015-11-01 28.237563031906000 2015-12-01 27.964759676371102 2016-01-01 28.057993373629200 2016-02-01 28.177976520147300 2016-03-01 28.228382740978304 2016-04-01 28.358950434465700 2016-05-01 28.869247800009198 2016-06-01 28.524117065566102 2016-07-01 28.530162893950300 2016-08-01 28.817605420957605 2016-09-01 28.880690598380898 2016-10-01 29.303732230977000 2016-11-01 29.016433460113397 2016-12-01 29.040968897577600 2017-01-01 29.353595293314600 2017-02-01 29.175866516253098 2017-03-01 29.157037719190000 2017-04-01 29.559985307340803 2017-05-01 29.468196130204900 2017-06-01 29.476120848505303 2017-07-01 29.792304434838200 2017-08-01 29.674874315370400 2017-09-01 29.800452208885500 2017-10-01 30.337714707216800 2017-11-01 29.921297454490900 2017-12-01 29.863680998827200 2018-01-01 29.944176298053100 2018-02-01 30.021808851141802 2018-03-01 30.209989866060000 2018-04-01 30.366154685111297 2018-05-01 30.304154432779498 2018-06-01 30.401340649625100 2018-07-01 30.678880371160197 2018-08-01 30.539467205147600 2018-09-01 30.905013926618600 2018-10-01 30.889061510058898 2018-11-01 30.908381389385100 2018-12-01 31.375334329271100 2019-01-01 31.358899842834500 2019-02-01 31.485326121447397 2019-03-01 31.636352814077600 2019-04-01 31.606074861257802 2019-05-01 31.626822888035500 2019-06-01 32.175044637825100 2019-07-01 31.844036055637897 2019-08-01 31.979281170516200 2019-09-01 32.403421893918600 2019-10-01 32.279029568098196 2019-11-01 32.360515229196000 2019-12-01 32.511666962399300 2020-01-01 32.484106931797700 2020-02-01 33.027359662005000 2020-03-01 33.125485341084600 2020-04-01 34.434335859950900 2020-05-01 34.235931188669300 2020-06-01 34.096177111166504 2020-07-01 34.127637114262500 2020-08-01 34.651915487518600 2020-09-01 34.300202472183300 2020-10-01 34.535923831452500 2020-11-01 34.896658569259600 2020-12-01 35.009496082664796 2021-01-01 35.140139072285100 2021-02-01 35.274249462768104 2021-03-01 35.366232263271606 2021-04-01 35.350825242624900 2021-05-01 35.889341888920995 2021-06-01 35.591589283596800 2021-07-01 35.776466708842300 2021-08-01 36.218257654803000 2021-09-01 35.979308160292100 2021-10-01 36.257673923954900 2021-11-01 36.456988210067800 2021-12-01 36.485272200506700 2022-01-01 37.000836932893000 2022-02-01 36.464496059890100 2022-03-01 36.588937533357800