Table Data - All Employees: Leisure and Hospitality in Flagstaff, AZ (MSA)
| Title | All Employees: Leisure and Hospitality in Flagstaff, AZ (MSA) |
|---|---|
| Series ID | FLAG304LEIH |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 12:10 PM 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 | 8.7086175811 |
| 1990-02-01 | 8.8860919900 |
| 1990-03-01 | 8.9528497159 |
| 1990-04-01 | 8.4296445765 |
| 1990-05-01 | 8.7339210162 |
| 1990-06-01 | 8.6638898750 |
| 1990-07-01 | 8.6785536988 |
| 1990-08-01 | 8.7484920615 |
| 1990-09-01 | 8.6017609368 |
| 1990-10-01 | 8.1066840663 |
| 1990-11-01 | 8.4196971007 |
| 1990-12-01 | 8.2594150615 |
| 1991-01-01 | 8.7126539882 |
| 1991-02-01 | 8.5079036319 |
| 1991-03-01 | 8.5485818073 |
| 1991-04-01 | 8.5156137589 |
| 1991-05-01 | 8.4317823971 |
| 1991-06-01 | 8.4565756703 |
| 1991-07-01 | 8.6938088785 |
| 1991-08-01 | 8.7705878810 |
| 1991-09-01 | 8.9045665085 |
| 1991-10-01 | 8.9798487794 |
| 1991-11-01 | 9.2001948953 |
| 1991-12-01 | 9.0484806814 |
| 1992-01-01 | 9.2180670393 |
| 1992-02-01 | 9.3365266893 |
| 1992-03-01 | 9.1713250410 |
| 1992-04-01 | 9.3831596755 |
| 1992-05-01 | 9.4271581863 |
| 1992-06-01 | 9.4458037844 |
| 1992-07-01 | 9.3176479129 |
| 1992-08-01 | 9.3197828664 |
| 1992-09-01 | 9.2073922715 |
| 1992-10-01 | 9.0242021234 |
| 1992-11-01 | 9.0622925657 |
| 1992-12-01 | 9.4348436515 |
| 1993-01-01 | 9.3401204284 |
| 1993-02-01 | 9.1696681373 |
| 1993-03-01 | 9.4126723530 |
| 1993-04-01 | 9.2436521825 |
| 1993-05-01 | 9.5059312862 |
| 1993-06-01 | 9.6269328358 |
| 1993-07-01 | 9.7591419960 |
| 1993-08-01 | 9.6694182867 |
| 1993-09-01 | 9.3164490104 |
| 1993-10-01 | 9.7601265067 |
| 1993-11-01 | 9.6255356835 |
| 1993-12-01 | 9.8130363593 |
| 1994-01-01 | 9.5550589757 |
| 1994-02-01 | 9.4986101843 |
| 1994-03-01 | 9.6606509067 |
| 1994-04-01 | 9.6283320856 |
| 1994-05-01 | 9.3910072795 |
| 1994-06-01 | 9.4063567418 |
| 1994-07-01 | 9.2851391181 |
| 1994-08-01 | 9.4152959598 |
| 1994-09-01 | 9.1222749521 |
| 1994-10-01 | 9.9836760319 |
| 1994-11-01 | 9.9856212665 |
| 1994-12-01 | 9.8084311951 |
| 1995-01-01 | 9.8783525930 |
| 1995-02-01 | 10.1174940650 |
| 1995-03-01 | 9.9143656513 |
| 1995-04-01 | 10.3308798396 |
| 1995-05-01 | 10.1767872686 |
| 1995-06-01 | 10.1738017853 |
| 1995-07-01 | 10.3078096860 |
| 1995-08-01 | 10.1281173055 |
| 1995-09-01 | 10.4241290125 |
| 1995-10-01 | 10.5295432717 |
| 1995-11-01 | 10.4554946225 |
| 1995-12-01 | 10.2174290586 |
| 1996-01-01 | 10.4962659654 |
| 1996-02-01 | 10.5132329597 |
| 1996-03-01 | 10.7832392274 |
| 1996-04-01 | 10.8493766078 |
| 1996-05-01 | 11.0756855855 |
| 1996-06-01 | 10.9416788255 |
| 1996-07-01 | 10.8876783121 |
| 1996-08-01 | 11.0285096411 |
| 1996-09-01 | 10.9234120070 |
| 1996-10-01 | 10.9867371823 |
| 1996-11-01 | 10.9289716584 |
| 1996-12-01 | 11.1499046445 |
| 1997-01-01 | 11.0151887519 |
| 1997-02-01 | 10.9097310566 |
| 1997-03-01 | 11.0569494041 |
| 1997-04-01 | 10.4731461562 |
| 1997-05-01 | 10.4650416590 |
| 1997-06-01 | 10.4908905505 |
| 1997-07-01 | 10.4468889411 |
| 1997-08-01 | 10.4160665567 |
| 1997-09-01 | 10.4375326376 |
| 1997-10-01 | 10.3821855419 |
| 1997-11-01 | 10.4384092554 |
| 1997-12-01 | 10.2470508462 |
| 1998-01-01 | 10.5173959642 |
| 1998-02-01 | 10.2990950375 |
| 1998-03-01 | 10.2114214436 |
| 1998-04-01 | 10.2150148408 |
| 1998-05-01 | 10.2740482455 |
| 1998-06-01 | 10.3505425931 |
| 1998-07-01 | 10.1756723544 |
| 1998-08-01 | 10.3051794562 |
| 1998-09-01 | 10.2521464246 |
| 1998-10-01 | 10.1010103431 |
| 1998-11-01 | 10.0644883830 |
| 1998-12-01 | 10.0369988690 |
| 1999-01-01 | 9.8934956054 |
| 1999-02-01 | 10.0978808280 |
| 1999-03-01 | 10.0320714949 |
| 1999-04-01 | 10.2500064767 |
| 1999-05-01 | 10.2805880022 |
| 1999-06-01 | 10.3264670826 |
| 1999-07-01 | 10.5266627374 |
| 1999-08-01 | 10.5049685480 |
| 1999-09-01 | 10.5744104550 |
| 1999-10-01 | 10.9386916322 |
| 1999-11-01 | 10.9992016624 |
| 1999-12-01 | 10.8086629770 |
| 2000-01-01 | 10.7432067963 |
| 2000-02-01 | 10.6730964936 |
| 2000-03-01 | 11.1117781203 |
| 2000-04-01 | 11.3871719943 |
| 2000-05-01 | 11.4042196732 |
| 2000-06-01 | 11.5482173037 |
| 2000-07-01 | 11.4832617314 |
| 2000-08-01 | 11.3179716644 |
| 2000-09-01 | 11.3054079285 |
| 2000-10-01 | 11.3805993918 |
| 2000-11-01 | 11.2208331686 |
| 2000-12-01 | 11.3935119176 |
| 2001-01-01 | 10.9664818964 |
| 2001-02-01 | 11.2398592367 |
| 2001-03-01 | 11.1458726085 |
| 2001-04-01 | 11.1254457184 |
| 2001-05-01 | 11.1179758652 |
| 2001-06-01 | 11.1794496475 |
| 2001-07-01 | 11.2860460197 |
| 2001-08-01 | 11.3541976832 |
| 2001-09-01 | 11.3538843715 |
| 2001-10-01 | 11.0173469612 |
| 2001-11-01 | 11.0392964830 |
| 2001-12-01 | 11.0673921800 |
| 2002-01-01 | 11.0717052882 |
| 2002-02-01 | 10.7839595980 |
| 2002-03-01 | 10.8529034272 |
| 2002-04-01 | 10.8567307073 |
| 2002-05-01 | 10.9582087964 |
| 2002-06-01 | 10.8406284721 |
| 2002-07-01 | 10.8094589262 |
| 2002-08-01 | 10.8874099657 |
| 2002-09-01 | 10.9945284277 |
| 2002-10-01 | 11.0396563590 |
| 2002-11-01 | 11.0292304158 |
| 2002-12-01 | 11.0592867689 |
| 2003-01-01 | 11.0973381012 |
| 2003-02-01 | 11.0451999549 |
| 2003-03-01 | 11.0558619227 |
| 2003-04-01 | 10.7640155706 |
| 2003-05-01 | 10.7843174300 |
| 2003-06-01 | 10.7865012730 |
| 2003-07-01 | 11.0590599830 |
| 2003-08-01 | 11.0334456822 |
| 2003-09-01 | 10.9338595469 |
| 2003-10-01 | 10.9405248860 |
| 2003-11-01 | 11.1026058788 |
| 2003-12-01 | 11.1580493451 |
| 2004-01-01 | 11.2580082814 |
| 2004-02-01 | 11.4127992793 |
| 2004-03-01 | 11.3690399696 |
| 2004-04-01 | 11.1540840308 |
| 2004-05-01 | 11.7157873211 |
| 2004-06-01 | 11.6302728643 |
| 2004-07-01 | 11.1967543630 |
| 2004-08-01 | 11.1745443980 |
| 2004-09-01 | 11.1696463218 |
| 2004-10-01 | 11.9166971119 |
| 2004-11-01 | 11.6630294712 |
| 2004-12-01 | 11.7545661941 |
| 2005-01-01 | 12.0582305932 |
| 2005-02-01 | 12.1024986501 |
| 2005-03-01 | 12.0119041225 |
| 2005-04-01 | 12.3428561863 |
| 2005-05-01 | 12.1305101893 |
| 2005-06-01 | 12.0413829903 |
| 2005-07-01 | 12.4428694503 |
| 2005-08-01 | 12.6173935655 |
| 2005-09-01 | 12.6870825736 |
| 2005-10-01 | 12.7895759547 |
| 2005-11-01 | 12.7241412405 |
| 2005-12-01 | 12.6282452914 |
| 2006-01-01 | 12.4569796067 |
| 2006-02-01 | 12.3989497733 |
| 2006-03-01 | 12.8028837560 |
| 2006-04-01 | 12.8541314338 |
| 2006-05-01 | 12.8520661933 |
| 2006-06-01 | 12.8678249548 |
| 2006-07-01 | 12.8759230995 |
| 2006-08-01 | 12.7253265147 |
| 2006-09-01 | 12.6570614084 |
| 2006-10-01 | 12.6634434355 |
| 2006-11-01 | 12.7848166344 |
| 2006-12-01 | 12.7841384883 |
| 2007-01-01 | 12.9691235557 |
| 2007-02-01 | 13.1147481881 |
| 2007-03-01 | 13.4447902761 |
| 2007-04-01 | 13.3912030107 |
| 2007-05-01 | 13.4621090910 |
| 2007-06-01 | 13.5845052055 |
| 2007-07-01 | 13.4934255070 |
| 2007-08-01 | 13.4102745814 |
| 2007-09-01 | 13.3930969765 |
| 2007-10-01 | 13.6439050425 |
| 2007-11-01 | 13.4549696834 |
| 2007-12-01 | 13.5403342628 |
| 2008-01-01 | 13.4782779415 |
| 2008-02-01 | 13.4283442990 |
| 2008-03-01 | 13.4302465692 |
| 2008-04-01 | 13.5640289990 |
| 2008-05-01 | 13.1670255340 |
| 2008-06-01 | 12.8066857462 |
| 2008-07-01 | 12.9723436860 |
| 2008-08-01 | 13.0563907034 |
| 2008-09-01 | 13.0048468574 |
| 2008-10-01 | 12.8153780127 |
| 2008-11-01 | 12.9440764449 |
| 2008-12-01 | 12.9168947061 |
| 2009-01-01 | 12.1107042495 |
| 2009-02-01 | 12.6552368550 |
| 2009-03-01 | 12.5492590665 |
| 2009-04-01 | 12.3472189539 |
| 2009-05-01 | 12.3516985865 |
| 2009-06-01 | 12.1920329739 |
| 2009-07-01 | 12.2297575749 |
| 2009-08-01 | 12.2768205722 |
| 2009-09-01 | 12.3978634894 |
| 2009-10-01 | 12.2870439075 |
| 2009-11-01 | 12.4689446446 |
| 2009-12-01 | 12.4353509158 |
| 2010-01-01 | 12.7465077093 |
| 2010-02-01 | 12.5053514573 |
| 2010-03-01 | 12.2694900131 |
| 2010-04-01 | 12.4161534779 |
| 2010-05-01 | 12.2234646865 |
| 2010-06-01 | 12.2665328264 |
| 2010-07-01 | 12.2586029442 |
| 2010-08-01 | 12.1770504797 |
| 2010-09-01 | 11.8919200431 |
| 2010-10-01 | 12.2495741475 |
| 2010-11-01 | 12.5234307579 |
| 2010-12-01 | 12.2869494003 |
| 2011-01-01 | 12.2085927054 |
| 2011-02-01 | 12.2858646742 |
| 2011-03-01 | 12.1616815079 |
| 2011-04-01 | 12.1535152031 |
| 2011-05-01 | 12.2778970324 |
| 2011-06-01 | 12.1032068522 |
| 2011-07-01 | 12.2808194561 |
| 2011-08-01 | 12.2926087401 |
| 2011-09-01 | 12.2153428438 |
| 2011-10-01 | 12.2220493033 |
| 2011-11-01 | 12.3019507315 |
| 2011-12-01 | 12.2612472587 |
| 2012-01-01 | 12.2606010767 |
| 2012-02-01 | 12.3666760284 |
| 2012-03-01 | 12.3933237507 |
| 2012-04-01 | 12.5652817717 |
| 2012-05-01 | 12.7294116165 |
| 2012-06-01 | 12.8374171043 |
| 2012-07-01 | 12.6271281548 |
| 2012-08-01 | 12.5365235673 |
| 2012-09-01 | 12.4846252751 |
| 2012-10-01 | 12.2025965299 |
| 2012-11-01 | 11.7726426103 |
| 2012-12-01 | 11.6247449116 |
| 2013-01-01 | 12.9019425119 |
| 2013-02-01 | 12.7250646307 |
| 2013-03-01 | 12.7789490185 |
| 2013-04-01 | 12.7386736382 |
| 2013-05-01 | 12.6871186597 |
| 2013-06-01 | 12.7954104527 |
| 2013-07-01 | 12.9204172335 |
| 2013-08-01 | 12.9177319500 |
| 2013-09-01 | 12.8926590604 |
| 2013-10-01 | 12.9010131260 |
| 2013-11-01 | 12.8180897272 |
| 2013-12-01 | 12.9567762704 |
| 2014-01-01 | 12.9119342916 |
| 2014-02-01 | 12.8410309797 |
| 2014-03-01 | 12.9248262815 |
| 2014-04-01 | 12.7844743123 |
| 2014-05-01 | 13.1757154623 |
| 2014-06-01 | 13.2108383307 |
| 2014-07-01 | 13.1531753370 |
| 2014-08-01 | 13.1415597907 |
| 2014-09-01 | 13.2264817492 |
| 2014-10-01 | 13.2074781087 |
| 2014-11-01 | 13.2223018393 |
| 2014-12-01 | 13.0355125598 |
| 2015-01-01 | 13.3039668235 |
| 2015-02-01 | 13.2193648291 |
| 2015-03-01 | 13.2621466830 |
| 2015-04-01 | 13.1092625112 |
| 2015-05-01 | 13.0881482495 |
| 2015-06-01 | 13.2673276036 |
| 2015-07-01 | 13.0295947819 |
| 2015-08-01 | 13.1061752019 |
| 2015-09-01 | 13.0700177505 |
| 2015-10-01 | 13.1129117859 |
| 2015-11-01 | 13.1802002015 |
| 2015-12-01 | 13.1767068061 |
| 2016-01-01 | 13.2868159569 |
| 2016-02-01 | 13.8694379723 |
| 2016-03-01 | 13.3877331550 |
| 2016-04-01 | 13.8307263571 |
| 2016-05-01 | 14.0361076171 |
| 2016-06-01 | 13.8528766624 |
| 2016-07-01 | 14.2312436114 |
| 2016-08-01 | 14.3912910051 |
| 2016-09-01 | 14.3182543114 |
| 2016-10-01 | 14.5101442839 |
| 2016-11-01 | 14.5998041631 |
| 2016-12-01 | 14.6857365500 |
| 2017-01-01 | 14.4696335947 |
| 2017-02-01 | 14.8015681868 |
| 2017-03-01 | 14.7364618773 |
| 2017-04-01 | 15.2589887871 |
| 2017-05-01 | 14.8950545156 |
| 2017-06-01 | 14.9569792432 |
| 2017-07-01 | 15.1467715402 |
| 2017-08-01 | 15.0766401362 |
| 2017-09-01 | 15.2529479176 |
| 2017-10-01 | 15.3035319575 |
| 2017-11-01 | 15.1852083428 |
| 2017-12-01 | 15.3933801207 |
| 2018-01-01 | 15.4556017811 |
| 2018-02-01 | 15.3281447876 |
| 2018-03-01 | 15.5114153736 |
| 2018-04-01 | 15.4952018786 |
| 2018-05-01 | 15.5754147126 |
| 2018-06-01 | 15.6452046767 |
| 2018-07-01 | 15.5363913401 |
| 2018-08-01 | 15.6641577129 |
| 2018-09-01 | 15.8019498568 |
| 2018-10-01 | 15.6984171091 |
| 2018-11-01 | 15.7640504457 |
| 2018-12-01 | 15.7102649757 |
| 2019-01-01 | 15.6250371767 |
| 2019-02-01 | 15.6424928210 |
| 2019-03-01 | 15.9006872903 |
| 2019-04-01 | 15.7567362483 |
| 2019-05-01 | 15.6497370824 |
| 2019-06-01 | 15.7118348855 |
| 2019-07-01 | 15.6207668226 |
| 2019-08-01 | 15.6490388571 |
| 2019-09-01 | 15.6512380513 |
| 2019-10-01 | 15.8156832429 |
| 2019-11-01 | 15.3409485621 |
| 2019-12-01 | 15.9471296714 |
| 2020-01-01 | 16.3929847012 |
| 2020-02-01 | 15.9431956892 |
| 2020-03-01 | 15.7780079009 |
| 2020-04-01 | 7.7356681974 |
| 2020-05-01 | 9.5128247587 |
| 2020-06-01 | 11.1351042583 |
| 2020-07-01 | 11.4970409461 |
| 2020-08-01 | 11.9400104238 |
| 2020-09-01 | 12.3418689192 |
| 2020-10-01 | 12.9404022539 |
| 2020-11-01 | 12.8436445934 |
| 2020-12-01 | 12.8902266314 |
| 2021-01-01 | 13.0395858665 |
| 2021-02-01 | 13.3408174216 |
| 2021-03-01 | 13.5526463211 |
| 2021-04-01 | 14.2201425125 |
| 2021-05-01 | 14.4343081559 |
| 2021-06-01 | 14.8521060559 |
| 2021-07-01 | 15.3752422217 |
| 2021-08-01 | 15.3284585206 |
| 2021-09-01 | 15.2300799244 |
| 2021-10-01 | 15.9872552971 |
| 2021-11-01 | 15.7835957244 |
| 2021-12-01 | 15.5393772949 |
| 2022-01-01 | 15.9701590319 |
| 2022-02-01 | 16.0605032090 |
| 2022-03-01 | 16.0243251233 |
| 2022-04-01 | 15.8947111594 |
| 2022-05-01 | 15.8151172557 |
| 2022-06-01 | 15.5533008166 |
| 2022-07-01 | 16.0358849201 |
| 2022-08-01 | 16.1209852025 |
| 2022-09-01 | 16.3428064530 |
| 2022-10-01 | 16.2358496564 |
| 2022-11-01 | 16.3737522849 |
| 2022-12-01 | 16.4968546008 |
| 2023-01-01 | 16.3665007159 |
| 2023-02-01 | 16.5955650466 |
| 2023-03-01 | 16.4806366454 |
| 2023-04-01 | 16.1747354652 |
| 2023-05-01 | 16.1755230751 |
| 2023-06-01 | 16.2647488066 |
| 2023-07-01 | 16.0007981498 |
| 2023-08-01 | 16.1028959102 |
| 2023-09-01 | 16.0198050484 |
| 2023-10-01 | 16.3870253136 |
| 2023-11-01 | 16.4958457718 |
| 2023-12-01 | 16.5605572854 |
| 2024-01-01 | 16.4713502314 |
| 2024-02-01 | 16.4495517859 |
| 2024-03-01 | 16.6287712870 |
| 2024-04-01 | 17.0533389986 |
| 2024-05-01 | 16.9320958868 |
| 2024-06-01 | 17.2782610930 |
| 2024-07-01 | 16.7563836247 |
| 2024-08-01 | 16.8655775710 |
| 2024-09-01 | 16.9965207508 |
| 2024-10-01 | 16.8134125875 |
| 2024-11-01 | 16.8242686155 |
| 2024-12-01 | 16.9281955987 |
| 2025-01-01 | 17.0882882190 |
| 2025-02-01 | 16.9217616871 |
| 2025-03-01 | 16.9966341331 |
| 2025-04-01 | 17.1347992247 |
| 2025-05-01 | 17.1965266599 |
| 2025-06-01 | 17.0080904616 |
| 2025-07-01 | 17.0954826469 |
| 2025-08-01 | 17.1023190879 |
| 2025-09-01 | 17.0252792668 |
| 2025-10-01 | 17.1301448363 |
| 2025-11-01 | 17.1477006394 |
| 2025-12-01 | 17.2110829043 |
| 2026-01-01 | 17.3348179097 |
| 2026-02-01 | 17.3141381790 |
| 2026-03-01 | 17.1886018436 |
| 2026-04-01 | 17.0139409197 |
| 2026-05-01 | 16.9738966303 |
| 2026-06-01 | 16.9331329066 |
| 2026-07-01 | 17.0059283485 |
| 2026-08-01 | 17.0160464469 |