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Table Data - Total Quarterly Wages in Harrisonburg, VA (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 Harrisonburg, VA (MSA)
Series ID ENUC255030010SA
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 11:20 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 190064077.21380100
1990-04-01 193552971.92185700
1990-07-01 192002673.18376700
1990-10-01 196081346.57762000
1991-01-01 198879160.63695400
1991-04-01 201634258.16644800
1991-07-01 202172543.06754200
1991-10-01 203618473.67486200
1992-01-01 214653473.56945200
1992-04-01 216024555.43032800
1992-07-01 221177556.96422400
1992-10-01 231354980.17733797
1993-01-01 221088551.35114200
1993-04-01 232911699.53177900
1993-07-01 240188208.13699700
1993-10-01 245017117.45766600
1994-01-01 243827506.72277900
1994-04-01 248452422.02479303
1994-07-01 259703721.91984400
1994-10-01 258656869.52606803
1995-01-01 254042929.14912003
1995-04-01 268366672.11306700
1995-07-01 265714004.51852998
1995-10-01 265850425.25866002
1996-01-01 275807404.98623900
1996-04-01 274601737.77843400
1996-07-01 272784639.36460000
1996-10-01 281882338.88247700
1997-01-01 291049684.02322900
1997-04-01 294438257.79134400
1997-07-01 303597213.20075800
1997-10-01 310012065.22151600
1998-01-01 306062145.78534100
1998-04-01 313301255.61311203
1998-07-01 320351623.57251300
1998-10-01 342570603.89453000
1999-01-01 327713489.25135400
1999-04-01 337451814.70299700
1999-07-01 346384519.49536200
1999-10-01 350764366.22418100
2000-01-01 360413263.81436800
2000-04-01 363047751.41525800
2000-07-01 363861086.96011500
2000-10-01 369796664.40891004
2001-01-01 389346007.90115696
2001-04-01 377788559.00888600
2001-07-01 385418151.97987900
2001-10-01 378956188.97132903
2002-01-01 389851301.30576700
2002-04-01 387269792.96469903
2002-07-01 386990252.71329600
2002-10-01 393504823.06374800
2003-01-01 396944001.95956300
2003-04-01 405261639.43837595
2003-07-01 408777529.28873300
2003-10-01 412716537.40758800
2004-01-01 408707445.72686500
2004-04-01 417594597.62636000
2004-07-01 422813426.68301500
2004-10-01 428382546.05644100
2005-01-01 422571592.45948600
2005-04-01 435071527.90403700
2005-07-01 450306621.41872900
2005-10-01 445958839.85524100
2006-01-01 466838300.63150000
2006-04-01 470690866.48074100
2006-07-01 465741511.31877595
2006-10-01 479025991.27792400
2007-01-01 494866526.76138800
2007-04-01 486502289.32519100
2007-07-01 497065095.98955900
2007-10-01 501526004.87746800
2008-01-01 518432199.54408604
2008-04-01 508452304.05843896
2008-07-01 515567930.68313300
2008-10-01 511035125.43704600
2009-01-01 501046627.61117900
2009-04-01 515484224.30077300
2009-07-01 497134104.26380193
2009-10-01 505765448.64680700
2010-01-01 488213113.01934505
2010-04-01 509556874.53653700
2010-07-01 513283718.38823700
2010-10-01 521588991.72066104
2011-01-01 515748099.84031504
2011-04-01 517923552.51379100
2011-07-01 546091602.34527900
2011-10-01 520150318.51221395
2012-01-01 547890329.65328100
2012-04-01 539492538.77302990
2012-07-01 546050678.06280800
2012-10-01 548863415.31630300
2013-01-01 558057132.44708200
2013-04-01 552171181.95894700
2013-07-01 552687010.04602900
2013-10-01 552457991.23155000
2014-01-01 559905180.82163390
2014-04-01 563648541.35577400
2014-07-01 565599645.13626400
2014-10-01 577122683.06711600
2015-01-01 577045881.60764000
2015-04-01 584091311.83063500
2015-07-01 593122142.67740500
2015-10-01 616586234.12700310
2016-01-01 590396088.94530000
2016-04-01 616945514.00320500
2016-07-01 623979224.96208100
2016-10-01 618842865.75959700
2017-01-01 621779343.62673600
2017-04-01 633710738.92150700
2017-07-01 632191197.99829290
2017-10-01 639116801.85086500
2018-01-01 647458534.67674800
2018-04-01 660459063.22530300
2018-07-01 660174662.95476600
2018-10-01 671094784.41230500
2019-01-01 669696932.93463710
2019-04-01 699942414.19230200
2019-07-01 705495278.76108710
2019-10-01 701310260.85210900
2020-01-01 726004781.21971610
2020-04-01 681069885.82788600
2020-07-01 692425887.48880710
2020-10-01 780591780.02760100
2021-01-01 690985589.31597900
2021-04-01 762125574.30241800
2021-07-01 769954131.26369500
2021-10-01 804257141.52298600
2022-01-01 774238305.84099700
2022-04-01 801733863.27542900
2022-07-01 838551068.04885500
2022-10-01 816110516.00122100
2023-01-01 861020285.11872000
2023-04-01 848574971.59495590
2023-07-01 853071823.85447000
2023-10-01 851036420.62509300

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