Table Data - Total Quarterly Wages in Reading, PA (MSA)

Title Total Quarterly Wages in Reading, PA (MSA)
Series ID ENUC397430010SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release Quarterly Census of Employment and Wages
Seasonal Adjustment Seasonally Adjusted
Frequency Quarterly
Units Dollars
Date Range 1990-01-01 to 2025-10-01
Last Updated 2026-06-02 11:21 AM CDT
Notes Total wages are the wages paid by Unemployment Insurance covered employers during the calendar quarter, regardless of when the services were performed. Included in wages are pay for vacation and other paid leave, bonuses, stock options, tips, the cash value of meals and lodging, and in some States, contributions to deferred compensation plans (such as 401(k) plans). The Federal Reserve Bank of St. Louis seasonally adjusts 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. In some cases, the NSA data will be updated but the SA data will not be updated. The reason is usually that the data series has not accumulated enough new seasonal factors to trigger an adjustment. The NSA series can be located here The FRED team is currently working on a new procedure to replace SA data that has not yet be updated with NSA data that has been updated.

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.

The data were retrieved from the BLS API on the "Updated" date referenced above the graph. BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov. "
DATE VALUE
1990-01-01 880374552.963880
1990-04-01 883710213.366306
1990-07-01 877178648.989765
1990-10-01 871438071.597397
1991-01-01 874260384.891620
1991-04-01 875745996.320948
1991-07-01 883529768.871901
1991-10-01 883580256.417185
1992-01-01 925468123.671963
1992-04-01 922425752.670314
1992-07-01 927828285.374219
1992-10-01 973104291.679823
1993-01-01 924630077.013663
1993-04-01 968338199.832353
1993-07-01 978106730.043910
1993-10-01 1010724413.088870
1994-01-01 975647838.410782
1994-04-01 1012463693.451370
1994-07-01 1064215446.045980
1994-10-01 1035237162.704380
1995-01-01 1086522774.478860
1995-04-01 1069230008.220180
1995-07-01 1063666552.442980
1995-10-01 1070843261.627180
1996-01-01 1098636097.024670
1996-04-01 1105978380.664840
1996-07-01 1118510273.159930
1996-10-01 1134328445.198160
1997-01-01 1179331974.263550
1997-04-01 1174355960.710070
1997-07-01 1188444679.153400
1997-10-01 1209743502.087430
1998-01-01 1202214945.844720
1998-04-01 1263793395.981780
1998-07-01 1254626761.486160
1998-10-01 1273577638.825820
1999-01-01 1200338469.556440
1999-04-01 1277724496.583340
1999-07-01 1312017633.182870
1999-10-01 1349955010.356470
2000-01-01 1356448800.290530
2000-04-01 1319613240.608570
2000-07-01 1337575290.456670
2000-10-01 1368372584.238400
2001-01-01 1374836555.881810
2001-04-01 1372239277.808230
2001-07-01 1347141083.999330
2001-10-01 1328010433.477170
2002-01-01 1398134741.361400
2002-04-01 1370514560.597500
2002-07-01 1375796871.142830
2002-10-01 1358433478.096710
2003-01-01 1378879464.188550
2003-04-01 1387619496.944440
2003-07-01 1377406096.216550
2003-10-01 1394934536.449210
2004-01-01 1388040261.434120
2004-04-01 1420367400.622690
2004-07-01 1438716958.977820
2004-10-01 1475315319.431100
2005-01-01 1435193403.446340
2005-04-01 1480302054.743430
2005-07-01 1531314905.461680
2005-10-01 1477881427.319300
2006-01-01 1607457779.001440
2006-04-01 1576159524.212260
2006-07-01 1594954144.299600
2006-10-01 1619360783.303330
2007-01-01 1686242657.419310
2007-04-01 1661497305.555830
2007-07-01 1700002979.642070
2007-10-01 1698441647.964670
2008-01-01 1731517946.443880
2008-04-01 1722096467.191520
2008-07-01 1711671181.123680
2008-10-01 1687232921.319070
2009-01-01 1666987849.825150
2009-04-01 1653587649.924810
2009-07-01 1602501949.883350
2009-10-01 1676604840.856820
2010-01-01 1599663695.715240
2010-04-01 1669776279.785810
2010-07-01 1676143162.876080
2010-10-01 1754882163.691920
2011-01-01 1690745068.207150
2011-04-01 1737795915.217000
2011-07-01 1791683270.740580
2011-10-01 1733178511.933210
2012-01-01 1801540812.862110
2012-04-01 1743702961.350260
2012-07-01 1818171043.350870
2012-10-01 1795234372.257900
2013-01-01 1813176276.646420
2013-04-01 1821602125.282560
2013-07-01 1786401523.621140
2013-10-01 1817358875.042910
2014-01-01 1884888524.137450
2014-04-01 1898657205.784860
2014-07-01 1878702471.886380
2014-10-01 1942777697.936460
2015-01-01 1941490214.709020
2015-04-01 1973564313.571620
2015-07-01 1947045380.528100
2015-10-01 2095714551.526970
2016-01-01 1951716099.127100
2016-04-01 2006851608.216160
2016-07-01 2140217486.329440
2016-10-01 2042956663.190780
2017-01-01 2078493736.037970
2017-04-01 2084300828.816620
2017-07-01 2090101644.367840
2017-10-01 2133836638.474270
2018-01-01 2182191737.224520
2018-04-01 2175347173.082410
2018-07-01 2196521015.245290
2018-10-01 2186539683.602780
2019-01-01 2232940877.821380
2019-04-01 2251131627.363090
2019-07-01 2256525728.567300
2019-10-01 2269415625.016710
2020-01-01 2307239852.228860
2020-04-01 2022908213.324860
2020-07-01 2220462217.952320
2020-10-01 2386179527.733120
2021-01-01 2187077343.755920
2021-04-01 2332157241.164810
2021-07-01 2375292418.887800
2021-10-01 2511734305.781340
2022-01-01 2386678612.646820
2022-04-01 2500267290.539800
2022-07-01 2591535860.035680
2022-10-01 2510210934.655880
2023-01-01 2645447329.863170
2023-04-01 2585881250.344280
2023-07-01 2646294706.373970
2023-10-01 2636329699.816970
2024-01-01 2743052901.918610
2024-04-01 2745803780.990800
2024-07-01 2750968857.047430
2024-10-01 2810152529.468500
2025-01-01 2848223306.149790
2025-04-01 2851237392.703580
2025-07-01 2904810248.285870
2025-10-01 2947112005.031080

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