Title: Average Hourly Earnings of All Employees: Total Private in San Francisco-Redwood City-South San Francisco, CA (MD) (DISCONTINUED) Series ID: SMU06418840500000003SA 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 5:11 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/SMU06418840500000003). 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/SMU06418840500000003) 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/SMU06418840500000003). 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 31.746854611906200 2007-02-01 32.317831461554300 2007-03-01 31.767900167463000 2007-04-01 32.347492122723300 2007-05-01 32.739633668421200 2007-06-01 32.700518923477100 2007-07-01 32.566819949652100 2007-08-01 32.446774455406400 2007-09-01 32.608053577892100 2007-10-01 32.576021813667800 2007-11-01 32.668256446174600 2007-12-01 32.766574886421296 2008-01-01 33.267007867020304 2008-02-01 32.723017008301000 2008-03-01 33.852006024451700 2008-04-01 35.025275483971704 2008-05-01 34.820273700189700 2008-06-01 34.946144286334900 2008-07-01 35.305153970266105 2008-08-01 34.557303200631600 2008-09-01 35.027747781537300 2008-10-01 34.920204557861300 2008-11-01 34.988656219935500 2008-12-01 34.545620816523300 2009-01-01 34.451233803109600 2009-02-01 34.113591424990695 2009-03-01 34.754881467902900 2009-04-01 34.750315466878300 2009-05-01 33.783469469161600 2009-06-01 33.554180404097700 2009-07-01 33.422410556880100 2009-08-01 33.463547238899100 2009-09-01 33.540753704992596 2009-10-01 33.784431510984504 2009-11-01 33.690961215035200 2009-12-01 34.093392697266300 2010-01-01 34.042039544173700 2010-02-01 34.064955170549800 2010-03-01 33.899881824636900 2010-04-01 33.743573227947195 2010-05-01 33.737271919867800 2010-06-01 33.928747733505100 2010-07-01 33.988754074296104 2010-08-01 34.270366815626200 2010-09-01 34.094941693306900 2010-10-01 34.210362828935900 2010-11-01 34.261761813467900 2010-12-01 34.221714803339204 2011-01-01 34.782718902299700 2011-02-01 35.403672663568390 2011-03-01 35.590677112891896 2011-04-01 35.390430673300500 2011-05-01 35.689117367729900 2011-06-01 35.722409747922605 2011-07-01 35.733109574130600 2011-08-01 35.931951535678100 2011-09-01 35.717374334593000 2011-10-01 35.886541201076700 2011-11-01 35.817407677780300 2011-12-01 35.548566703625400 2012-01-01 34.811377960387000 2012-02-01 34.052660438574400 2012-03-01 33.897370450123600 2012-04-01 34.145472508825900 2012-05-01 33.705568276590000 2012-06-01 33.664912297555496 2012-07-01 34.120759745611200 2012-08-01 33.684633729187006 2012-09-01 34.005252285738390 2012-10-01 33.703735851450500 2012-11-01 33.698715718539900 2012-12-01 33.997743088954100 2013-01-01 34.025150504305900 2013-02-01 33.914134466405300 2013-03-01 33.727969534843900 2013-04-01 34.554312406527300 2013-05-01 34.617191846824000 2013-06-01 35.095463658734104 2013-07-01 34.440134133686500 2013-08-01 34.837383965500500 2013-09-01 35.221343932473900 2013-10-01 34.951610436296896 2013-11-01 35.194050989697790 2013-12-01 35.306551332002705 2014-01-01 35.050735941750200 2014-02-01 35.066311929379000 2014-03-01 35.150804581722305 2014-04-01 35.151404503850400 2014-05-01 35.341143118376200 2014-06-01 35.343950431616500 2014-07-01 35.391600309129500 2014-08-01 35.277206865246605 2014-09-01 35.974353754783294 2014-10-01 36.421213788824296 2014-11-01 37.772972508402900 2014-12-01 37.048595210089104 2015-01-01 37.803265870205900 2015-02-01 38.161380318064396 2015-03-01 38.429105812095900 2015-04-01 38.118868742839396 2015-05-01 38.475081711434100 2015-06-01 38.574636929984706 2015-07-01 38.455380289690000 2015-08-01 39.177251694679500 2015-09-01 38.351063400861900 2015-10-01 38.690133814614400 2015-11-01 39.741798577011000 2015-12-01 38.819699745197894 2016-01-01 38.597584753374000 2016-02-01 39.450781414616400 2016-03-01 39.735919065634896 2016-04-01 39.781279123737896 2016-05-01 41.131224811485296 2016-06-01 40.473098343755300 2016-07-01 40.729340772882790 2016-08-01 41.101016958541100 2016-09-01 41.165116942847300 2016-10-01 42.482847430707600 2016-11-01 41.472126698075100 2016-12-01 41.581415187659296 2017-01-01 42.504870110069106 2017-02-01 42.238856649412796 2017-03-01 41.981184802760100 2017-04-01 42.831468551204200 2017-05-01 42.530297740284500 2017-06-01 42.455038606250400 2017-07-01 43.293228321844900 2017-08-01 43.136801925460794 2017-09-01 43.474047195934800 2017-10-01 44.355866637025606 2017-11-01 43.673899916875000 2017-12-01 43.704772871894100 2018-01-01 43.946786677368500 2018-02-01 44.167166288514395 2018-03-01 44.509139057611900 2018-04-01 44.901949073922700 2018-05-01 44.550899464716900 2018-06-01 44.848261658687300 2018-07-01 45.211811284624900 2018-08-01 44.803092845278100 2018-09-01 45.120442463383206 2018-10-01 44.727712012077596 2018-11-01 44.866407115434290 2018-12-01 45.290994697030300 2019-01-01 45.021317957498290 2019-02-01 44.801088562000800 2019-03-01 45.127800498124900 2019-04-01 44.920711183751706 2019-05-01 44.990092138384200 2019-06-01 46.078918731849200 2019-07-01 45.268621378877300 2019-08-01 44.767012316551600 2019-09-01 45.135648826508100 2019-10-01 45.042746302203795 2019-11-01 44.726308107065705 2019-12-01 45.201135684331504 2020-01-01 44.696692182889100 2020-02-01 46.066594204685500 2020-03-01 46.257932049268000 2020-04-01 46.832004575859300 2020-05-01 47.747550568326105 2020-06-01 48.171323745912200 2020-07-01 47.867711864723900 2020-08-01 48.791717717285000 2020-09-01 47.957596226818104 2020-10-01 49.078296101551890 2020-11-01 49.704113116622295 2020-12-01 49.509179214804000 2021-01-01 49.384577216690290 2021-02-01 49.616277285941294 2021-03-01 49.735862860761000 2021-04-01 49.419198239728900 2021-05-01 50.767248387759600 2021-06-01 49.430776329392610 2021-07-01 49.697906652462700 2021-08-01 50.989775950304800 2021-09-01 50.592945032995900 2021-10-01 50.722771510525700 2021-11-01 52.607204439246500 2021-12-01 51.548796178785200 2022-01-01 51.808570549002500 2022-02-01 50.430683010095800 2022-03-01 51.037880477047200