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 2026-01-01
Last Updated 2026-08-31 9:52 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 1188444679.153390
1997-10-01 1209743502.087440
1998-01-01 1202214945.844720
1998-04-01 1263793395.981750
1998-07-01 1254626761.486160
1998-10-01 1273577638.826000
1999-01-01 1200338469.556210
1999-04-01 1277724496.582660
1999-07-01 1312017633.184250
1999-10-01 1349955010.357320
2000-01-01 1356448800.288430
2000-04-01 1319613240.606120
2000-07-01 1337575290.461440
2000-10-01 1368372584.240470
2001-01-01 1374836555.878050
2001-04-01 1372239277.801500
2001-07-01 1347141083.998530
2001-10-01 1328010433.506600
2002-01-01 1398134741.320370
2002-04-01 1370514560.610340
2002-07-01 1375796871.132260
2002-10-01 1358433478.125100
2003-01-01 1378879464.167490
2003-04-01 1387619496.943230
2003-07-01 1377406096.194680
2003-10-01 1394934536.500750
2004-01-01 1388040261.425630
2004-04-01 1420367400.514230
2004-07-01 1438716959.071310
2004-10-01 1475315319.585730
2005-01-01 1435193403.323110
2005-04-01 1480302054.240680
2005-07-01 1531314906.094350
2005-10-01 1477881427.754970
2006-01-01 1607457778.386640
2006-04-01 1576159522.914770
2006-07-01 1594954144.773610
2006-10-01 1619360787.639420
2007-01-01 1686242651.445990
2007-04-01 1661497305.373770
2007-07-01 1700002980.157250
2007-10-01 1698441656.405760
2008-01-01 1731517934.531630
2008-04-01 1722096468.333070
2008-07-01 1711671181.659340
2008-10-01 1687232933.319210
2009-01-01 1666987834.608100
2009-04-01 1653587656.141360
2009-07-01 1602501935.737470
2009-10-01 1676604838.289970
2010-01-01 1599663754.616620
2010-04-01 1669776284.159110
2010-07-01 1676143002.642820
2010-10-01 1754882121.643110
2011-01-01 1690745539.124140
2011-04-01 1737795805.271110
2011-07-01 1791682593.856840
2011-10-01 1733178402.679710
2012-01-01 1801542229.356690
2012-04-01 1743703439.196690
2012-07-01 1818167544.262870
2012-10-01 1795235581.509650
2013-01-01 1813178629.776940
2013-04-01 1821604401.966530
2013-07-01 1786391895.162370
2013-10-01 1817364403.633810
2014-01-01 1884891109.016340
2014-04-01 1898660949.137690
2014-07-01 1878685075.871900
2014-10-01 1942788779.967940
2015-01-01 1941497903.415720
2015-04-01 1973569368.898790
2015-07-01 1947003317.130690
2015-10-01 2095735238.552460
2016-01-01 1951757753.162190
2016-04-01 2006855168.589170
2016-07-01 2140090764.242180
2016-10-01 2042992347.007630
2017-01-01 2078638111.401220
2017-04-01 2084315739.247930
2017-07-01 2089837132.271200
2017-10-01 2133704521.587250
2018-01-01 2182885488.645230
2018-04-01 2175106013.618560
2018-07-01 2196093712.336340
2018-10-01 2186257456.952980
2019-01-01 2234220857.290090
2019-04-01 2250610581.515220
2019-07-01 2255968964.427780
2019-10-01 2268916374.558430
2020-01-01 2309147635.120490
2020-04-01 2022190079.629210
2020-07-01 2219827545.398550
2020-10-01 2385638193.971990
2021-01-01 2189008283.799480
2021-04-01 2331361230.709870
2021-07-01 2374503658.314210
2021-10-01 2511107587.116540
2022-01-01 2388867692.867140
2022-04-01 2499523602.501800
2022-07-01 2590590393.728270
2022-10-01 2509211734.187710
2023-01-01 2648493831.141680
2023-04-01 2584803925.642900
2023-07-01 2645671287.975170
2023-10-01 2633388194.625170
2024-01-01 2749051434.730860
2024-04-01 2743669543.142140
2024-07-01 2750420855.394120
2024-10-01 2804378077.353790
2025-01-01 2858599436.033520
2025-04-01 2847477158.500260
2025-07-01 2904287253.072580
2025-10-01 2937023580.234240
2026-01-01 2879449013.269980

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