Table Data - All Employees: Trade, Transportation, and Utilities in Flagstaff, AZ (MSA)
| Title | All Employees: Trade, Transportation, and Utilities in Flagstaff, AZ (MSA) |
|---|---|
| Series ID | FLAG304TRAD |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:39 AM CDT |
| Notes | 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. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. 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 | 6.9715186023 |
| 1990-02-01 | 6.8642148084 |
| 1990-03-01 | 7.1646137893 |
| 1990-04-01 | 6.9986699790 |
| 1990-05-01 | 6.9641839585 |
| 1990-06-01 | 6.9376009682 |
| 1990-07-01 | 6.8430875331 |
| 1990-08-01 | 6.8868794932 |
| 1990-09-01 | 6.8478524121 |
| 1990-10-01 | 6.8140080574 |
| 1990-11-01 | 6.8669070468 |
| 1990-12-01 | 6.8398501200 |
| 1991-01-01 | 7.3636297558 |
| 1991-02-01 | 7.4668999997 |
| 1991-03-01 | 7.4618767797 |
| 1991-04-01 | 7.4118697728 |
| 1991-05-01 | 7.3690465876 |
| 1991-06-01 | 7.5414568124 |
| 1991-07-01 | 7.4462162870 |
| 1991-08-01 | 7.3762924211 |
| 1991-09-01 | 7.3354030748 |
| 1991-10-01 | 7.4242706401 |
| 1991-11-01 | 7.3584200951 |
| 1991-12-01 | 7.4323087742 |
| 1992-01-01 | 7.4545362575 |
| 1992-02-01 | 7.4765463650 |
| 1992-03-01 | 7.4576101977 |
| 1992-04-01 | 7.6302199686 |
| 1992-05-01 | 7.6873846677 |
| 1992-06-01 | 7.5487956899 |
| 1992-07-01 | 7.7452525273 |
| 1992-08-01 | 7.6636982080 |
| 1992-09-01 | 7.7127354353 |
| 1992-10-01 | 7.8299329106 |
| 1992-11-01 | 7.7444769925 |
| 1992-12-01 | 7.8252229841 |
| 1993-01-01 | 7.8516279933 |
| 1993-02-01 | 7.8924722591 |
| 1993-03-01 | 7.8603804570 |
| 1993-04-01 | 7.8415050818 |
| 1993-05-01 | 7.9024274665 |
| 1993-06-01 | 7.9588531131 |
| 1993-07-01 | 7.8435557956 |
| 1993-08-01 | 7.9562542929 |
| 1993-09-01 | 7.9907127181 |
| 1993-10-01 | 7.9409269362 |
| 1993-11-01 | 8.0177612239 |
| 1993-12-01 | 7.9113077866 |
| 1994-01-01 | 8.0538399571 |
| 1994-02-01 | 8.0054240419 |
| 1994-03-01 | 8.2601195366 |
| 1994-04-01 | 8.0597758927 |
| 1994-05-01 | 8.2259367074 |
| 1994-06-01 | 8.2606665634 |
| 1994-07-01 | 8.4503477235 |
| 1994-08-01 | 8.6537883654 |
| 1994-09-01 | 8.6678030034 |
| 1994-10-01 | 8.6430570343 |
| 1994-11-01 | 8.7768762197 |
| 1994-12-01 | 9.0066195481 |
| 1995-01-01 | 8.4667687664 |
| 1995-02-01 | 8.4110224104 |
| 1995-03-01 | 8.5567077913 |
| 1995-04-01 | 8.5774654825 |
| 1995-05-01 | 8.4416815906 |
| 1995-06-01 | 8.3603966610 |
| 1995-07-01 | 8.5663430605 |
| 1995-08-01 | 8.7588632470 |
| 1995-09-01 | 8.5621091681 |
| 1995-10-01 | 8.5405340677 |
| 1995-11-01 | 8.4302684837 |
| 1995-12-01 | 8.3875957784 |
| 1996-01-01 | 8.3847209278 |
| 1996-02-01 | 8.5153325421 |
| 1996-03-01 | 8.4470967892 |
| 1996-04-01 | 8.6942108865 |
| 1996-05-01 | 8.6599052232 |
| 1996-06-01 | 8.6621436232 |
| 1996-07-01 | 8.5804257560 |
| 1996-08-01 | 8.4712219018 |
| 1996-09-01 | 8.4673536537 |
| 1996-10-01 | 8.4163150905 |
| 1996-11-01 | 8.5902826674 |
| 1996-12-01 | 8.5707740862 |
| 1997-01-01 | 8.7135471581 |
| 1997-02-01 | 8.6161494053 |
| 1997-03-01 | 8.6449431514 |
| 1997-04-01 | 8.6009253924 |
| 1997-05-01 | 8.7550925289 |
| 1997-06-01 | 8.8688310716 |
| 1997-07-01 | 8.9931819385 |
| 1997-08-01 | 9.0901528778 |
| 1997-09-01 | 9.1908329025 |
| 1997-10-01 | 9.1890805397 |
| 1997-11-01 | 9.1591564680 |
| 1997-12-01 | 9.0411506728 |
| 1998-01-01 | 9.0337304796 |
| 1998-02-01 | 9.1230962808 |
| 1998-03-01 | 9.1381599282 |
| 1998-04-01 | 8.8122169165 |
| 1998-05-01 | 8.7479744149 |
| 1998-06-01 | 8.7817602088 |
| 1998-07-01 | 8.6023946729 |
| 1998-08-01 | 8.4992626782 |
| 1998-09-01 | 8.7091861805 |
| 1998-10-01 | 8.8659136424 |
| 1998-11-01 | 8.9448528581 |
| 1998-12-01 | 9.0245086230 |
| 1999-01-01 | 9.0463567295 |
| 1999-02-01 | 9.0244432897 |
| 1999-03-01 | 9.1225799512 |
| 1999-04-01 | 9.2169014647 |
| 1999-05-01 | 9.2396147969 |
| 1999-06-01 | 9.1998737555 |
| 1999-07-01 | 9.4132300798 |
| 1999-08-01 | 9.2986134956 |
| 1999-09-01 | 9.3317291386 |
| 1999-10-01 | 9.3574396936 |
| 1999-11-01 | 9.3485319783 |
| 1999-12-01 | 9.4017844385 |
| 2000-01-01 | 9.3386856948 |
| 2000-02-01 | 9.3305957274 |
| 2000-03-01 | 9.5005279561 |
| 2000-04-01 | 9.6120608829 |
| 2000-05-01 | 9.7414535162 |
| 2000-06-01 | 9.7232904079 |
| 2000-07-01 | 9.7141256278 |
| 2000-08-01 | 9.6951762525 |
| 2000-09-01 | 9.6497572784 |
| 2000-10-01 | 9.6630328409 |
| 2000-11-01 | 9.5666148371 |
| 2000-12-01 | 9.4961243824 |
| 2001-01-01 | 9.3193089705 |
| 2001-02-01 | 9.2178971126 |
| 2001-03-01 | 9.1796602707 |
| 2001-04-01 | 8.9939030951 |
| 2001-05-01 | 9.0406661886 |
| 2001-06-01 | 9.0456136280 |
| 2001-07-01 | 9.0216336365 |
| 2001-08-01 | 9.1958358142 |
| 2001-09-01 | 9.1732362064 |
| 2001-10-01 | 8.9889610967 |
| 2001-11-01 | 9.0810890077 |
| 2001-12-01 | 9.0914031140 |
| 2002-01-01 | 9.3836604199 |
| 2002-02-01 | 9.2957216277 |
| 2002-03-01 | 9.3504131554 |
| 2002-04-01 | 9.3787597786 |
| 2002-05-01 | 9.3503724274 |
| 2002-06-01 | 9.3687178728 |
| 2002-07-01 | 9.4284093460 |
| 2002-08-01 | 9.5022209002 |
| 2002-09-01 | 9.4853169483 |
| 2002-10-01 | 9.5324960362 |
| 2002-11-01 | 9.3970615033 |
| 2002-12-01 | 9.3978538721 |
| 2003-01-01 | 9.3419380871 |
| 2003-02-01 | 9.2513616048 |
| 2003-03-01 | 9.2143592240 |
| 2003-04-01 | 9.1617730180 |
| 2003-05-01 | 9.1618222360 |
| 2003-06-01 | 9.1953293997 |
| 2003-07-01 | 9.1508222774 |
| 2003-08-01 | 9.1154890809 |
| 2003-09-01 | 9.0922181973 |
| 2003-10-01 | 9.1743592286 |
| 2003-11-01 | 9.2063002237 |
| 2003-12-01 | 9.1990436168 |
| 2004-01-01 | 9.3023545656 |
| 2004-02-01 | 9.3113312810 |
| 2004-03-01 | 9.1814527926 |
| 2004-04-01 | 9.3423204557 |
| 2004-05-01 | 9.3780595935 |
| 2004-06-01 | 9.3133465867 |
| 2004-07-01 | 9.3668053349 |
| 2004-08-01 | 9.4423199029 |
| 2004-09-01 | 9.3950672249 |
| 2004-10-01 | 9.4161949005 |
| 2004-11-01 | 9.5053022988 |
| 2004-12-01 | 9.6027816313 |
| 2005-01-01 | 9.4767579440 |
| 2005-02-01 | 9.4654675621 |
| 2005-03-01 | 9.5514181772 |
| 2005-04-01 | 9.5296814758 |
| 2005-05-01 | 9.4909831864 |
| 2005-06-01 | 9.5284927988 |
| 2005-07-01 | 9.5846532967 |
| 2005-08-01 | 9.5660033068 |
| 2005-09-01 | 9.6977418417 |
| 2005-10-01 | 9.5461158371 |
| 2005-11-01 | 9.5911725085 |
| 2005-12-01 | 9.7061453090 |
| 2006-01-01 | 9.7639109081 |
| 2006-02-01 | 9.8331504848 |
| 2006-03-01 | 9.8235970243 |
| 2006-04-01 | 9.8259790523 |
| 2006-05-01 | 9.9117639619 |
| 2006-06-01 | 9.8369222918 |
| 2006-07-01 | 9.7896780737 |
| 2006-08-01 | 9.7841548051 |
| 2006-09-01 | 9.9979596058 |
| 2006-10-01 | 10.1689975163 |
| 2006-11-01 | 9.9749750995 |
| 2006-12-01 | 10.0135182957 |
| 2007-01-01 | 10.0538910420 |
| 2007-02-01 | 10.0019388349 |
| 2007-03-01 | 10.0039771091 |
| 2007-04-01 | 10.1298868383 |
| 2007-05-01 | 10.0326776589 |
| 2007-06-01 | 10.1513862366 |
| 2007-07-01 | 10.0963634382 |
| 2007-08-01 | 9.9904913082 |
| 2007-09-01 | 9.9004362347 |
| 2007-10-01 | 10.0692998580 |
| 2007-11-01 | 10.1564438553 |
| 2007-12-01 | 10.1136356181 |
| 2008-01-01 | 10.0449070641 |
| 2008-02-01 | 10.1923208346 |
| 2008-03-01 | 10.2001864236 |
| 2008-04-01 | 10.0342257940 |
| 2008-05-01 | 10.0521831157 |
| 2008-06-01 | 10.0632448864 |
| 2008-07-01 | 9.9956448781 |
| 2008-08-01 | 9.9897866616 |
| 2008-09-01 | 9.9149118551 |
| 2008-10-01 | 9.8543091611 |
| 2008-11-01 | 9.8364804612 |
| 2008-12-01 | 9.7099396291 |
| 2009-01-01 | 9.7354570542 |
| 2009-02-01 | 9.6915385420 |
| 2009-03-01 | 9.7080084430 |
| 2009-04-01 | 9.6444103017 |
| 2009-05-01 | 9.6609228669 |
| 2009-06-01 | 9.5801926566 |
| 2009-07-01 | 9.6945458882 |
| 2009-08-01 | 9.6789021897 |
| 2009-09-01 | 9.6332601135 |
| 2009-10-01 | 9.5305037548 |
| 2009-11-01 | 9.5178644455 |
| 2009-12-01 | 9.4980183617 |
| 2010-01-01 | 9.5284357272 |
| 2010-02-01 | 9.5093195173 |
| 2010-03-01 | 9.4259531449 |
| 2010-04-01 | 9.4520482149 |
| 2010-05-01 | 9.3596483401 |
| 2010-06-01 | 9.3930701543 |
| 2010-07-01 | 9.2854761571 |
| 2010-08-01 | 9.3716813333 |
| 2010-09-01 | 9.4484955499 |
| 2010-10-01 | 9.6077730413 |
| 2010-11-01 | 9.5082935551 |
| 2010-12-01 | 9.5870688966 |
| 2011-01-01 | 9.5208633846 |
| 2011-02-01 | 9.5242793204 |
| 2011-03-01 | 9.5516066351 |
| 2011-04-01 | 9.5569878616 |
| 2011-05-01 | 9.5516952083 |
| 2011-06-01 | 9.4981767124 |
| 2011-07-01 | 9.4801013804 |
| 2011-08-01 | 9.5720795855 |
| 2011-09-01 | 9.4588472632 |
| 2011-10-01 | 9.5884001293 |
| 2011-11-01 | 9.4959618028 |
| 2011-12-01 | 9.4758787583 |
| 2012-01-01 | 9.5213652611 |
| 2012-02-01 | 9.4427614833 |
| 2012-03-01 | 9.4763605261 |
| 2012-04-01 | 9.4515633053 |
| 2012-05-01 | 9.6432881820 |
| 2012-06-01 | 9.4969549258 |
| 2012-07-01 | 9.5753561512 |
| 2012-08-01 | 9.5800148881 |
| 2012-09-01 | 9.5654254652 |
| 2012-10-01 | 9.5781706235 |
| 2012-11-01 | 9.5781047236 |
| 2012-12-01 | 9.6742132133 |
| 2013-01-01 | 9.6278401988 |
| 2013-02-01 | 9.5503970181 |
| 2013-03-01 | 9.6921642417 |
| 2013-04-01 | 9.7434663484 |
| 2013-05-01 | 9.8343710454 |
| 2013-06-01 | 9.8929796701 |
| 2013-07-01 | 9.8823213257 |
| 2013-08-01 | 9.7931929091 |
| 2013-09-01 | 9.8638351244 |
| 2013-10-01 | 9.8785021331 |
| 2013-11-01 | 9.8522162148 |
| 2013-12-01 | 9.8783960848 |
| 2014-01-01 | 9.9353081273 |
| 2014-02-01 | 9.9558010030 |
| 2014-03-01 | 9.8970621219 |
| 2014-04-01 | 9.9302870024 |
| 2014-05-01 | 9.9241424771 |
| 2014-06-01 | 9.9924377820 |
| 2014-07-01 | 10.0004407520 |
| 2014-08-01 | 10.0158088101 |
| 2014-09-01 | 9.9552214594 |
| 2014-10-01 | 9.9820631885 |
| 2014-11-01 | 10.0269141692 |
| 2014-12-01 | 9.9864120636 |
| 2015-01-01 | 9.9330254031 |
| 2015-02-01 | 9.9498632822 |
| 2015-03-01 | 10.0930086314 |
| 2015-04-01 | 10.1156033072 |
| 2015-05-01 | 9.9184697308 |
| 2015-06-01 | 9.9022571047 |
| 2015-07-01 | 10.0339596064 |
| 2015-08-01 | 10.0457231242 |
| 2015-09-01 | 10.0473944968 |
| 2015-10-01 | 9.9814194523 |
| 2015-11-01 | 9.7952967218 |
| 2015-12-01 | 9.9798098107 |
| 2016-01-01 | 9.9261503959 |
| 2016-02-01 | 9.9455352811 |
| 2016-03-01 | 9.8824145522 |
| 2016-04-01 | 9.9004263939 |
| 2016-05-01 | 9.9170810003 |
| 2016-06-01 | 9.8253617015 |
| 2016-07-01 | 9.6757675164 |
| 2016-08-01 | 9.6796396592 |
| 2016-09-01 | 9.6459851810 |
| 2016-10-01 | 9.5704484731 |
| 2016-11-01 | 9.5696175762 |
| 2016-12-01 | 9.4581709748 |
| 2017-01-01 | 9.5056502437 |
| 2017-02-01 | 9.4347295132 |
| 2017-03-01 | 9.4724907963 |
| 2017-04-01 | 9.4965238726 |
| 2017-05-01 | 9.5168838592 |
| 2017-06-01 | 9.5592978848 |
| 2017-07-01 | 9.5182635498 |
| 2017-08-01 | 9.4137658391 |
| 2017-09-01 | 9.5514464312 |
| 2017-10-01 | 9.5540705694 |
| 2017-11-01 | 9.5528718042 |
| 2017-12-01 | 9.5222672619 |
| 2018-01-01 | 9.5786947905 |
| 2018-02-01 | 9.6184191743 |
| 2018-03-01 | 9.6591026865 |
| 2018-04-01 | 9.6012387953 |
| 2018-05-01 | 9.6257639815 |
| 2018-06-01 | 9.5915178129 |
| 2018-07-01 | 9.6509572322 |
| 2018-08-01 | 9.6508396974 |
| 2018-09-01 | 9.6598512205 |
| 2018-10-01 | 9.6415672738 |
| 2018-11-01 | 9.6486956831 |
| 2018-12-01 | 9.5823517361 |
| 2019-01-01 | 9.3518520903 |
| 2019-02-01 | 9.3892206293 |
| 2019-03-01 | 9.3388304258 |
| 2019-04-01 | 9.4092880662 |
| 2019-05-01 | 9.3401532400 |
| 2019-06-01 | 9.3239736002 |
| 2019-07-01 | 9.2783510364 |
| 2019-08-01 | 9.2833066428 |
| 2019-09-01 | 9.2712554445 |
| 2019-10-01 | 9.3322399625 |
| 2019-11-01 | 9.4514435783 |
| 2019-12-01 | 9.3421411418 |
| 2020-01-01 | 9.3324428178 |
| 2020-02-01 | 9.2624173567 |
| 2020-03-01 | 9.2166729753 |
| 2020-04-01 | 7.8109643764 |
| 2020-05-01 | 7.9544750636 |
| 2020-06-01 | 8.5452064309 |
| 2020-07-01 | 8.6986070273 |
| 2020-08-01 | 8.9094772503 |
| 2020-09-01 | 8.8843497476 |
| 2020-10-01 | 9.0321535664 |
| 2020-11-01 | 9.0650463217 |
| 2020-12-01 | 9.2151073386 |
| 2021-01-01 | 9.3170107082 |
| 2021-02-01 | 9.4346885307 |
| 2021-03-01 | 9.4896795573 |
| 2021-04-01 | 9.4052209343 |
| 2021-05-01 | 9.4621011777 |
| 2021-06-01 | 9.5576113657 |
| 2021-07-01 | 9.6163362532 |
| 2021-08-01 | 9.6328482952 |
| 2021-09-01 | 9.6945399594 |
| 2021-10-01 | 9.6365704982 |
| 2021-11-01 | 9.7888928834 |
| 2021-12-01 | 9.8049049916 |
| 2022-01-01 | 9.8009124140 |
| 2022-02-01 | 9.9123646001 |
| 2022-03-01 | 9.9582133002 |
| 2022-04-01 | 9.9950298870 |
| 2022-05-01 | 9.9671477318 |
| 2022-06-01 | 9.9589604125 |
| 2022-07-01 | 9.9247904727 |
| 2022-08-01 | 9.9540657225 |
| 2022-09-01 | 10.0025553150 |
| 2022-10-01 | 10.0516583657 |
| 2022-11-01 | 10.1161551561 |
| 2022-12-01 | 10.0067984190 |
| 2023-01-01 | 9.7844509608 |
| 2023-02-01 | 9.7890133278 |
| 2023-03-01 | 9.8288984920 |
| 2023-04-01 | 9.8829965901 |
| 2023-05-01 | 9.9687415065 |
| 2023-06-01 | 9.9582239544 |
| 2023-07-01 | 9.9325765289 |
| 2023-08-01 | 9.9692669627 |
| 2023-09-01 | 9.9120503828 |
| 2023-10-01 | 9.9650892694 |
| 2023-11-01 | 9.9378935013 |
| 2023-12-01 | 9.9099038907 |
| 2024-01-01 | 9.9677211850 |
| 2024-02-01 | 9.9730084908 |
| 2024-03-01 | 10.0142348815 |
| 2024-04-01 | 9.9741698447 |
| 2024-05-01 | 9.8659773230 |
| 2024-06-01 | 9.8533776403 |
| 2024-07-01 | 9.8361527801 |
| 2024-08-01 | 9.7758245185 |
| 2024-09-01 | 9.8256989292 |
| 2024-10-01 | 9.7784650133 |
| 2024-11-01 | 9.7534679629 |
| 2024-12-01 | 9.6143409877 |
| 2025-01-01 | 9.8501030466 |
| 2025-02-01 | 9.9573351640 |
| 2025-03-01 | 9.9073667311 |
| 2025-04-01 | 9.8702743707 |
| 2025-05-01 | 9.8653255815 |
| 2025-06-01 | 9.8511880843 |
| 2025-07-01 | 9.9387163625 |
| 2025-08-01 | 9.8766970411 |
| 2025-09-01 | 9.9369074589 |
| 2025-10-01 | 9.8865563463 |
| 2025-11-01 | 9.8634267487 |
| 2025-12-01 | 9.9179815690 |
| 2026-01-01 | 9.9364481850 |
| 2026-02-01 | 9.8452468133 |
| 2026-03-01 | 9.7024350651 |
| 2026-04-01 | 9.6725454076 |
| 2026-05-01 | 9.6674488001 |
| 2026-06-01 | 9.6514297270 |
| 2026-07-01 | 9.5362534636 |
| 2026-08-01 | 9.5753259831 |
| 2026-09-01 | 9.4426643863 |