Federal Reserve Economic Data

Table Data - Average Hourly Earnings of All Employees: Professional and Business Services in Arizona (DISCONTINUED)

Title Average Hourly Earnings of All Employees: Professional and Business Services in Arizona (DISCONTINUED)
Series ID SMU04000006000000003SA
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 5:18 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. 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 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. More information on X-13ARIMA-SEATS can be found here.

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.

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 21.731782109505700
2007-02-01 21.759438560550297
2007-03-01 21.066396795722600
2007-04-01 21.305174596851398
2007-05-01 21.729350947490698
2007-06-01 21.877607260352896
2007-07-01 21.951834785839896
2007-08-01 22.340623968077900
2007-09-01 23.118789531843500
2007-10-01 22.518626129574900
2007-11-01 22.201749261462304
2007-12-01 22.807692930505600
2008-01-01 22.906524256018100
2008-02-01 23.100473038494396
2008-03-01 23.334169098421900
2008-04-01 23.929873061754304
2008-05-01 23.902093491753696
2008-06-01 24.654045385934200
2008-07-01 24.527874421594500
2008-08-01 24.773371093098604
2008-09-01 25.005508849383100
2008-10-01 25.434379624582600
2008-11-01 25.691061850478395
2008-12-01 25.818298714312400
2009-01-01 25.791945104181800
2009-02-01 25.933614559716503
2009-03-01 26.256769428521000
2009-04-01 26.178706198757500
2009-05-01 26.433077081837002
2009-06-01 26.484776056188000
2009-07-01 26.725477002151500
2009-08-01 26.858961333673600
2009-09-01 26.546718108882400
2009-10-01 26.481037934334804
2009-11-01 26.848202497130200
2009-12-01 26.562866916625800
2010-01-01 26.589255039631600
2010-02-01 26.339665325143600
2010-03-01 26.935847928553400
2010-04-01 27.160950100661804
2010-05-01 26.967272937596600
2010-06-01 26.935904626023300
2010-07-01 27.212933718200496
2010-08-01 26.871290295546700
2010-09-01 27.291447675044400
2010-10-01 26.773694071290800
2010-11-01 26.986418336636300
2010-12-01 27.639043848023400
2011-01-01 28.085788657247300
2011-02-01 27.995410038987604
2011-03-01 27.705371496550104
2011-04-01 27.829195634534504
2011-05-01 27.802564114907200
2011-06-01 27.374609370864500
2011-07-01 27.185453357692104
2011-08-01 27.200397583351800
2011-09-01 27.182407179253698
2011-10-01 27.012929521181697
2011-11-01 26.551064004621500
2011-12-01 26.042267814823198
2012-01-01 26.579383299416800
2012-02-01 26.384875225010700
2012-03-01 26.480528042235400
2012-04-01 26.264071809120804
2012-05-01 26.031776598259896
2012-06-01 25.948660059251300
2012-07-01 26.203306935793900
2012-08-01 26.045961899472700
2012-09-01 26.013446095813897
2012-10-01 26.077685385638400
2012-11-01 25.807703518558000
2012-12-01 26.035630358625497
2013-01-01 25.833847959872603
2013-02-01 25.667604111628300
2013-03-01 25.397012608655200
2013-04-01 25.275991897684900
2013-05-01 25.515220080969700
2013-06-01 25.736831676285600
2013-07-01 25.435120567682098
2013-08-01 25.528974640712900
2013-09-01 25.606779950591804
2013-10-01 25.540170817968100
2013-11-01 25.740965409341502
2013-12-01 25.978911012404500
2014-01-01 25.402026524235897
2014-02-01 25.508664946608500
2014-03-01 25.476055054604600
2014-04-01 25.359088544420200
2014-05-01 25.353447784656200
2014-06-01 25.504258087914800
2014-07-01 25.253992776139196
2014-08-01 25.301737456845200
2014-09-01 25.285308854745400
2014-10-01 25.357435151774897
2014-11-01 25.604735313144197
2014-12-01 25.108668975646600
2015-01-01 25.971000099516395
2015-02-01 26.334942633392803
2015-03-01 26.726176822618900
2015-04-01 26.471016627361300
2015-05-01 26.641447778618602
2015-06-01 26.717537758834897
2015-07-01 26.516086150045200
2015-08-01 27.063761584582100
2015-09-01 26.781915599198200
2015-10-01 26.721517292317800
2015-11-01 26.844626589229500
2015-12-01 26.196625432377700
2016-01-01 25.971483293361500
2016-02-01 25.998805165415398
2016-03-01 26.218235938938400
2016-04-01 26.522213426448197
2016-05-01 27.234349824694600
2016-06-01 26.691384032877200
2016-07-01 26.938832045126200
2016-08-01 26.946806264635100
2016-09-01 26.943119257003197
2016-10-01 27.121480991143304
2016-11-01 26.836321559735797
2016-12-01 27.037348402866996
2017-01-01 27.535255881747100
2017-02-01 27.636028316855697
2017-03-01 27.769450514331000
2017-04-01 28.059994751348700
2017-05-01 27.991421383249100
2017-06-01 27.753410017200200
2017-07-01 28.039786669852000
2017-08-01 27.956417601781300
2017-09-01 27.868472949949897
2017-10-01 28.059112762559200
2017-11-01 27.798426674146700
2017-12-01 27.823377297526804
2018-01-01 27.350143908846400
2018-02-01 27.187532617928902
2018-03-01 27.132879770213698
2018-04-01 27.129775200666500
2018-05-01 27.172533697325100
2018-06-01 27.231037411107398
2018-07-01 27.261488194256000
2018-08-01 27.150515409163400
2018-09-01 27.474310908142800
2018-10-01 27.488879873149900
2018-11-01 27.735202522659800
2018-12-01 28.111384875149604
2019-01-01 28.208787218758804
2019-02-01 28.207771352260604
2019-03-01 28.297299742739600
2019-04-01 28.296827569703602
2019-05-01 28.317215677217003
2019-06-01 28.719590776053000
2019-07-01 29.099646486272100
2019-08-01 29.429178299417500
2019-09-01 29.984306929536500
2019-10-01 29.848347676488600
2019-11-01 29.522182708385300
2019-12-01 30.274039580312800
2020-01-01 29.927677068023400
2020-02-01 30.562616384469900
2020-03-01 31.031707411684200
2020-04-01 30.868175423883500
2020-05-01 30.792537061135500
2020-06-01 31.160671518918200
2020-07-01 30.976973501692400
2020-08-01 31.107414301720500
2020-09-01 31.361431017129696
2020-10-01 31.001846524646300
2020-11-01 31.263231446544104
2020-12-01 30.830865359756103
2021-01-01 31.329684461666897
2021-02-01 31.305094997634500
2021-03-01 31.175840741574300
2021-04-01 31.554450968295900
2021-05-01 32.232179889559900
2021-06-01 31.795725579160600
2021-07-01 32.159548047764694
2021-08-01 32.320071219709895
2021-09-01 31.636441616820697
2021-10-01 32.630023328778300
2021-11-01 33.028902086045100
2021-12-01 33.389463307441900
2022-01-01 33.921706789228104
2022-02-01 33.878752036032400
2022-03-01 34.092901956125004

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