Table Data - Total Quarterly Wages in Flagstaff, AZ (MSA)

Title Total Quarterly Wages in Flagstaff, AZ (MSA)
Series ID ENUC223830010SA
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 9:53 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 169033064.199597
1990-04-01 172768316.703321
1990-07-01 175001907.599109
1990-10-01 180050144.451404
1991-01-01 179601757.895120
1991-04-01 182004129.445233
1991-07-01 185489796.743085
1991-10-01 187001780.400844
1992-01-01 198000919.698164
1992-04-01 200895781.261973
1992-07-01 200151965.695619
1992-10-01 212049006.700202
1993-01-01 202586785.814422
1993-04-01 214146548.031809
1993-07-01 211796906.317125
1993-10-01 222099191.117372
1994-01-01 221464308.658461
1994-04-01 226519899.535447
1994-07-01 235860278.793587
1994-10-01 227758981.471408
1995-01-01 239724095.306495
1995-04-01 236116255.336992
1995-07-01 247485114.781854
1995-10-01 244205152.680447
1996-01-01 247833476.333438
1996-04-01 253256027.533806
1996-07-01 250176242.071912
1996-10-01 253855738.327994
1997-01-01 260703612.860083
1997-04-01 260461756.777843
1997-07-01 265140968.083794
1997-10-01 264171873.650521
1998-01-01 270550815.689907
1998-04-01 272040717.021087
1998-07-01 280861545.592636
1998-10-01 289469973.111833
1999-01-01 282583573.508834
1999-04-01 284840538.990521
1999-07-01 297329496.127762
1999-10-01 301628201.229620
2000-01-01 296469191.850636
2000-04-01 322498554.442218
2000-07-01 317426430.598069
2000-10-01 328038169.561779
2001-01-01 326454459.012609
2001-04-01 335149750.381065
2001-07-01 332079160.675306
2001-10-01 336889729.481448
2002-01-01 343767451.192050
2002-04-01 351446012.314482
2002-07-01 350535430.172710
2002-10-01 355489614.880291
2003-01-01 366517091.481505
2003-04-01 367005639.382281
2003-07-01 366465470.843971
2003-10-01 376043613.237265
2004-01-01 378479033.822971
2004-04-01 390694108.439770
2004-07-01 395673211.564843
2004-10-01 410680431.208615
2005-01-01 411847200.248952
2005-04-01 434104169.576839
2005-07-01 452994296.749592
2005-10-01 439301865.395744
2006-01-01 461249561.770300
2006-04-01 460780676.351768
2006-07-01 472327855.314771
2006-10-01 479531709.657541
2007-01-01 521456119.930207
2007-04-01 502999096.860821
2007-07-01 513273366.485154
2007-10-01 513551600.741059
2008-01-01 523322801.852174
2008-04-01 521182185.776912
2008-07-01 519204352.031041
2008-10-01 516205932.829576
2009-01-01 514458487.951519
2009-04-01 502532809.661788
2009-07-01 500123968.441368
2009-10-01 510707528.170061
2010-01-01 495065451.738716
2010-04-01 506062551.427528
2010-07-01 513494584.870965
2010-10-01 524261072.305741
2011-01-01 510492350.327038
2011-04-01 516048911.737431
2011-07-01 539061600.758010
2011-10-01 523869304.987285
2012-01-01 532547764.477505
2012-04-01 539206852.416518
2012-07-01 532094948.853864
2012-10-01 545188843.574496
2013-01-01 556710409.434655
2013-04-01 561224690.520763
2013-07-01 565058060.778291
2013-10-01 567911458.057588
2014-01-01 579847239.138108
2014-04-01 584274223.643515
2014-07-01 584631414.028339
2014-10-01 597348961.572888
2015-01-01 608068447.833786
2015-04-01 617435105.939893
2015-07-01 607934302.351573
2015-10-01 630602772.838820
2016-01-01 606859183.248875
2016-04-01 631221756.391356
2016-07-01 644092118.106495
2016-10-01 618141521.993105
2017-01-01 667698808.925793
2017-04-01 643547124.601922
2017-07-01 661776987.587656
2017-10-01 653239865.594779
2018-01-01 678286892.675561
2018-04-01 674062621.305554
2018-07-01 675000119.207152
2018-10-01 686175782.353336
2019-01-01 677153393.648572
2019-04-01 686040948.066927
2019-07-01 686477089.936710
2019-10-01 679681878.038532
2020-01-01 713099568.317626
2020-04-01 638470908.955286
2020-07-01 663455960.029225
2020-10-01 696443473.806852
2021-01-01 658319155.322441
2021-04-01 707292096.190855
2021-07-01 728555829.773891
2021-10-01 762386128.884532
2022-01-01 740674247.912115
2022-04-01 764928815.245859
2022-07-01 797315787.989788
2022-10-01 797670657.126116
2023-01-01 819747414.770691
2023-04-01 836161879.145768
2023-07-01 823420738.726500
2023-10-01 847695211.333697
2024-01-01 903117539.726945
2024-04-01 891201332.884227
2024-07-01 898680843.042026
2024-10-01 920455365.997103
2025-01-01 938986567.278967
2025-04-01 943184982.724044
2025-07-01 944780050.858302
2025-10-01 947627404.540946
2026-01-01 949083505.796488

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