Federal Reserve Economic Data

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

Title Average Hourly Earnings of All Employees: Professional and Business Services in Pennsylvania (DISCONTINUED)
Series ID SMU42000006000000003SA
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 4:24 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 24.954125260286700
2007-02-01 25.045537065823698
2007-03-01 24.920055861067500
2007-04-01 25.061806660814298
2007-05-01 24.809555468303397
2007-06-01 24.752826878416000
2007-07-01 24.874297969535604
2007-08-01 24.725469495629802
2007-09-01 24.802086434783900
2007-10-01 24.682447064118700
2007-11-01 24.699550564539000
2007-12-01 24.850328092478600
2008-01-01 24.850204215363302
2008-02-01 24.827477214698100
2008-03-01 24.944008112123400
2008-04-01 24.909884529202700
2008-05-01 24.916813573150396
2008-06-01 25.029403983014497
2008-07-01 24.948714284658800
2008-08-01 25.059974312308103
2008-09-01 25.079424720681100
2008-10-01 25.181914428425003
2008-11-01 25.307706535404200
2008-12-01 25.287941834559998
2009-01-01 25.399860520801300
2009-02-01 25.558491356731700
2009-03-01 25.629045367387300
2009-04-01 25.742141818139600
2009-05-01 25.915050308918400
2009-06-01 25.985111436838697
2009-07-01 26.067048310696200
2009-08-01 26.250942925293103
2009-09-01 26.240099559724400
2009-10-01 26.293867405910103
2009-11-01 26.304409768466000
2009-12-01 26.258019214910200
2010-01-01 26.383660774086200
2010-02-01 26.516636164421502
2010-03-01 26.595674312572196
2010-04-01 26.553285546899800
2010-05-01 26.749605138918700
2010-06-01 26.815014622833200
2010-07-01 26.806542175189200
2010-08-01 26.970035512591800
2010-09-01 26.907177015181798
2010-10-01 27.031468032711700
2010-11-01 27.032704131655800
2010-12-01 27.028956731686897
2011-01-01 27.190593730728100
2011-02-01 26.998172615255800
2011-03-01 27.154322519126200
2011-04-01 27.314022196307900
2011-05-01 27.402841570497200
2011-06-01 27.122523765109300
2011-07-01 27.469240359597200
2011-08-01 27.461964734433398
2011-09-01 27.554503494742400
2011-10-01 27.939820390965200
2011-11-01 28.088171057416000
2011-12-01 28.095429256785200
2012-01-01 28.116635057073697
2012-02-01 27.702817067754896
2012-03-01 27.793204365798804
2012-04-01 28.217821722596003
2012-05-01 28.034877024187196
2012-06-01 28.118955166301800
2012-07-01 28.605994074138800
2012-08-01 28.448015086313400
2012-09-01 28.871909215589500
2012-10-01 28.692120104871300
2012-11-01 28.787265324702800
2012-12-01 28.963633606639000
2013-01-01 28.645575655874800
2013-02-01 28.884150195756803
2013-03-01 28.767019755317502
2013-04-01 28.772049033045600
2013-05-01 28.860577254538000
2013-06-01 29.193223604235396
2013-07-01 28.709939165381100
2013-08-01 28.898774568449500
2013-09-01 29.129036157272600
2013-10-01 29.050597925588605
2013-11-01 29.196364728906197
2013-12-01 29.575470756776000
2014-01-01 29.547983464496998
2014-02-01 30.311142751936398
2014-03-01 30.378247490929000
2014-04-01 30.193228204148003
2014-05-01 30.284921254146700
2014-06-01 30.537406476045497
2014-07-01 30.226938456411098
2014-08-01 30.327720684457700
2014-09-01 30.069688495976300
2014-10-01 29.610615070287103
2014-11-01 30.089255096892500
2014-12-01 30.032180546903895
2015-01-01 30.419380174384000
2015-02-01 30.797740231077300
2015-03-01 30.799892825578700
2015-04-01 30.500909714190197
2015-05-01 30.730369392803800
2015-06-01 30.958995203641802
2015-07-01 31.147939439712300
2015-08-01 31.413868296649000
2015-09-01 31.401639922359700
2015-10-01 31.399025549469000
2015-11-01 32.046770984466300
2015-12-01 31.260939735243300
2016-01-01 31.736512574871900
2016-02-01 31.608990752951197
2016-03-01 31.616003576241102
2016-04-01 31.813523551539003
2016-05-01 32.150314979756700
2016-06-01 31.950783590364400
2016-07-01 31.996556973287300
2016-08-01 32.056243696093100
2016-09-01 32.016297567665400
2016-10-01 32.426931836323000
2016-11-01 32.256911047752700
2016-12-01 32.389518908245500
2017-01-01 32.589746439503800
2017-02-01 32.093038135256200
2017-03-01 32.351314642588500
2017-04-01 32.384970900619900
2017-05-01 32.224855473628200
2017-06-01 32.079904446951396
2017-07-01 32.310240824388300
2017-08-01 32.220168565848900
2017-09-01 32.315224669209900
2017-10-01 32.566781981167004
2017-11-01 32.196252484762695
2017-12-01 32.247650481897200
2018-01-01 32.111814801343400
2018-02-01 32.286727929129400
2018-03-01 32.265456163240100
2018-04-01 32.381861025676200
2018-05-01 32.169526333326004
2018-06-01 32.213291119527400
2018-07-01 32.463816988691100
2018-08-01 32.069491340366400
2018-09-01 32.544885477791900
2018-10-01 32.287365379466100
2018-11-01 32.691060920586300
2018-12-01 33.242322632580600
2019-01-01 32.681453991440300
2019-02-01 32.027014699810400
2019-03-01 31.486110904544300
2019-04-01 31.039908797854500
2019-05-01 31.409313177065300
2019-06-01 32.140011291125305
2019-07-01 32.110012835448800
2019-08-01 32.395136020423000
2019-09-01 32.987175052198100
2019-10-01 32.773036690644695
2019-11-01 32.815120907973700
2019-12-01 33.364468264812100
2020-01-01 33.567161528519900
2020-02-01 33.848796062528600
2020-03-01 33.815767671023000
2020-04-01 34.070885922145100
2020-05-01 33.978239578220500
2020-06-01 33.668966897231000
2020-07-01 33.602481911208600
2020-08-01 33.838619450526096
2020-09-01 33.169798365348000
2020-10-01 33.320072257155196
2020-11-01 33.370706314129100
2020-12-01 32.951430597808300
2021-01-01 32.953873450590300
2021-02-01 33.212193499235894
2021-03-01 33.318218790118200
2021-04-01 33.470816396651200
2021-05-01 34.353188591489900
2021-06-01 33.729847182843500
2021-07-01 33.920637837281106
2021-08-01 34.083839921658800
2021-09-01 33.797914665050996
2021-10-01 34.132820844059700
2021-11-01 34.666345453092400
2021-12-01 36.017861017601400
2022-01-01 35.814650204924300
2022-02-01 35.163531668798896
2022-03-01 35.675744881118300

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