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Table Data - Total Quarterly Wages in Allentown-Bethlehem-Easton, PA-NJ (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title Total Quarterly Wages in Allentown-Bethlehem-Easton, PA-NJ (MSA)
Series ID ENUC109030010SA
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 2023-10-01
Last Updated 2024-06-05 11:19 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 val

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.
DATE VALUE
1990-01-01 1578642307.1715600
1990-04-01 1570388175.4779000
1990-07-01 1588240346.1288302
1990-10-01 1584271018.1542000
1991-01-01 1593381895.8658800
1991-04-01 1629056729.2451599
1991-07-01 1631905852.9355302
1991-10-01 1655804047.7713000
1992-01-01 1705346127.9318000
1992-04-01 1722648531.1635199
1992-07-01 1734469885.8906000
1992-10-01 1822621140.2556500
1993-01-01 1695049608.0325000
1993-04-01 1796615780.1476700
1993-07-01 1817326969.3277700
1993-10-01 1863595600.3266500
1994-01-01 1785538615.8958500
1994-04-01 1835763934.9576602
1994-07-01 1916055856.9930000
1994-10-01 1878839215.3761100
1995-01-01 1973617041.1994698
1995-04-01 1955873050.2437100
1995-07-01 1961528898.0686700
1995-10-01 1966167002.1460800
1996-01-01 2034177418.2534199
1996-04-01 2041539529.3146600
1996-07-01 2034268810.4882898
1996-10-01 2094037481.3771500
1997-01-01 2140805456.9506200
1997-04-01 2145347336.3166700
1997-07-01 2172030430.8627100
1997-10-01 2213802510.4368200
1998-01-01 2226735767.7124700
1998-04-01 2286743177.0948896
1998-07-01 2310145413.9455104
1998-10-01 2376368997.1923600
1999-01-01 2322659196.0838400
1999-04-01 2400635973.2999897
1999-07-01 2494656874.5958500
1999-10-01 2562265512.5741000
2000-01-01 2517230035.7793100
2000-04-01 2533187349.2995200
2000-07-01 2581427334.3039900
2000-10-01 2644231923.1339900
2001-01-01 2694726840.4693800
2001-04-01 2705600744.0345800
2001-07-01 2662530853.2183500
2001-10-01 2579659879.7934604
2002-01-01 2746588095.8041700
2002-04-01 2742701015.0914000
2002-07-01 2739459850.0978103
2002-10-01 2717327297.4230103
2003-01-01 2783432630.4549200
2003-04-01 2810986363.1375604
2003-07-01 2834972270.4313397
2003-10-01 2906300580.3951100
2004-01-01 2880659076.1300300
2004-04-01 2936657283.7688200
2004-07-01 2996844875.0232200
2004-10-01 3088215882.2860000
2005-01-01 3002936344.5209303
2005-04-01 3116681586.5825700
2005-07-01 3214075123.2047400
2005-10-01 3154102785.3718400
2006-01-01 3236358173.3392800
2006-04-01 3236798569.9895500
2006-07-01 3273307767.8484600
2006-10-01 3337182009.0440500
2007-01-01 3440395583.2569103
2007-04-01 3431541821.6290300
2007-07-01 3472627696.4417300
2007-10-01 3518413508.2703200
2008-01-01 3524928214.6437600
2008-04-01 3550576746.8745604
2008-07-01 3484178762.4106500
2008-10-01 3492099140.0128400
2009-01-01 3402061106.3171300
2009-04-01 3376203411.4946900
2009-07-01 3400284984.2632200
2009-10-01 3434087171.8192897
2010-01-01 3277457112.6468200
2010-04-01 3433270837.1340604
2010-07-01 3527141598.1492100
2010-10-01 3621894246.3320400
2011-01-01 3467861117.6091300
2011-04-01 3592133346.2332797
2011-07-01 3713476907.3061204
2011-10-01 3596154037.3699703
2012-01-01 3791009937.0876300
2012-04-01 3702030690.6668897
2012-07-01 3670283115.8040000
2012-10-01 3735177733.5449500
2013-01-01 3804605784.2440205
2013-04-01 3817653567.3939900
2013-07-01 3823037614.0077705
2013-10-01 3799480339.5105796
2014-01-01 3921901780.1111800
2014-04-01 3977382788.1980205
2014-07-01 3956339817.3572600
2014-10-01 4074360364.6496500
2015-01-01 4025194945.7511500
2015-04-01 4075653627.8088202
2015-07-01 4115007951.9261300
2015-10-01 4372126449.6209300
2016-01-01 4113676281.6763500
2016-04-01 4255291852.5154000
2016-07-01 4438327236.6300710
2016-10-01 4300022207.6049300
2017-01-01 4404183865.1292300
2017-04-01 4388119257.3971200
2017-07-01 4428687824.6616110
2017-10-01 4477071156.3606100
2018-01-01 4501431746.2520600
2018-04-01 4510212118.2023200
2018-07-01 4573608836.5943000
2018-10-01 4552882752.5844500
2019-01-01 4779838485.5341700
2019-04-01 4745670413.8389300
2019-07-01 4810443201.6070000
2019-10-01 4797442436.5064600
2020-01-01 4908064236.5508500
2020-04-01 4352900042.8527000
2020-07-01 4771594190.0154400
2020-10-01 5043984242.7469800
2021-01-01 4746069027.3846290
2021-04-01 5071526926.6702100
2021-07-01 5322562458.7914710
2021-10-01 5602996088.9499210
2022-01-01 5333208418.1125100
2022-04-01 5514168195.6248600
2022-07-01 5780244925.9913000
2022-10-01 5545592069.0800400
2023-01-01 5848549492.5936600
2023-04-01 5757200409.5684100
2023-07-01 5829716678.3474400
2023-10-01 5844402916.9574000

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