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 2026-04-01 |
| Last Updated | 2026-05-26 2:56 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 | 8.70861758110068 |
| 1990-02-01 | 8.88609198995653 |
| 1990-03-01 | 8.95284971587354 |
| 1990-04-01 | 8.42964457651300 |
| 1990-05-01 | 8.73392101619762 |
| 1990-06-01 | 8.66388987498672 |
| 1990-07-01 | 8.67855369882560 |
| 1990-08-01 | 8.74849206152987 |
| 1990-09-01 | 8.60176093678253 |
| 1990-10-01 | 8.10668406627605 |
| 1990-11-01 | 8.41969710068914 |
| 1990-12-01 | 8.25941506148098 |
| 1991-01-01 | 8.71265398814727 |
| 1991-02-01 | 8.50790363194902 |
| 1991-03-01 | 8.54858180731564 |
| 1991-04-01 | 8.51561375886107 |
| 1991-05-01 | 8.43178239714760 |
| 1991-06-01 | 8.45657567032971 |
| 1991-07-01 | 8.69380887853286 |
| 1991-08-01 | 8.77058788096473 |
| 1991-09-01 | 8.90456650849055 |
| 1991-10-01 | 8.97984877941483 |
| 1991-11-01 | 9.20019489527841 |
| 1991-12-01 | 9.04848068140993 |
| 1992-01-01 | 9.21806703932312 |
| 1992-02-01 | 9.33652668930692 |
| 1992-03-01 | 9.17132504098625 |
| 1992-04-01 | 9.38315967551015 |
| 1992-05-01 | 9.42715818629694 |
| 1992-06-01 | 9.44580378441224 |
| 1992-07-01 | 9.31764791291221 |
| 1992-08-01 | 9.31978286631290 |
| 1992-09-01 | 9.20739227152625 |
| 1992-10-01 | 9.02420212341482 |
| 1992-11-01 | 9.06229256571887 |
| 1992-12-01 | 9.43484365154232 |
| 1993-01-01 | 9.34012042844673 |
| 1993-02-01 | 9.16966813734365 |
| 1993-03-01 | 9.41267235305646 |
| 1993-04-01 | 9.24365218252466 |
| 1993-05-01 | 9.50593128620609 |
| 1993-06-01 | 9.62693283578590 |
| 1993-07-01 | 9.75914199595814 |
| 1993-08-01 | 9.66941828656798 |
| 1993-09-01 | 9.31644901036318 |
| 1993-10-01 | 9.76012650666424 |
| 1993-11-01 | 9.62553568359828 |
| 1993-12-01 | 9.81303635942488 |
| 1994-01-01 | 9.55505897583846 |
| 1994-02-01 | 9.49861018438452 |
| 1994-03-01 | 9.66065090678803 |
| 1994-04-01 | 9.62833208564664 |
| 1994-05-01 | 9.39100727925642 |
| 1994-06-01 | 9.40635674155748 |
| 1994-07-01 | 9.28513911784845 |
| 1994-08-01 | 9.41529595970506 |
| 1994-09-01 | 9.12227495220390 |
| 1994-10-01 | 9.98367603217076 |
| 1994-11-01 | 9.98562126682445 |
| 1994-12-01 | 9.80843119529350 |
| 1995-01-01 | 9.87835259360663 |
| 1995-02-01 | 10.11749406482590 |
| 1995-03-01 | 9.91436565104469 |
| 1995-04-01 | 10.33087983930100 |
| 1995-05-01 | 10.17678726776470 |
| 1995-06-01 | 10.17380178447740 |
| 1995-07-01 | 10.30780968561360 |
| 1995-08-01 | 10.12811730562890 |
| 1995-09-01 | 10.42412901331350 |
| 1995-10-01 | 10.52954327272900 |
| 1995-11-01 | 10.45549462321220 |
| 1995-12-01 | 10.21742905870800 |
| 1996-01-01 | 10.49626596601260 |
| 1996-02-01 | 10.51323295882980 |
| 1996-03-01 | 10.78323922719860 |
| 1996-04-01 | 10.84937660819500 |
| 1996-05-01 | 11.07568558509390 |
| 1996-06-01 | 10.94167882451580 |
| 1996-07-01 | 10.88767831056280 |
| 1996-08-01 | 11.02850963866870 |
| 1996-09-01 | 10.92341200395380 |
| 1996-10-01 | 10.98673719063280 |
| 1996-11-01 | 10.92897166462020 |
| 1996-12-01 | 11.14990464168230 |
| 1997-01-01 | 11.01518874451820 |
| 1997-02-01 | 10.90973105785550 |
| 1997-03-01 | 11.05694940471510 |
| 1997-04-01 | 10.47314615815050 |
| 1997-05-01 | 10.46504165981890 |
| 1997-06-01 | 10.49089055824520 |
| 1997-07-01 | 10.44688893616860 |
| 1997-08-01 | 10.41606654833600 |
| 1997-09-01 | 10.43753262698680 |
| 1997-10-01 | 10.38218555457340 |
| 1997-11-01 | 10.43840926505020 |
| 1997-12-01 | 10.24705083970040 |
| 1998-01-01 | 10.51739595038960 |
| 1998-02-01 | 10.29909504040880 |
| 1998-03-01 | 10.21142144609940 |
| 1998-04-01 | 10.21501484790870 |
| 1998-05-01 | 10.27404825346980 |
| 1998-06-01 | 10.35054261960400 |
| 1998-07-01 | 10.17567236038080 |
| 1998-08-01 | 10.30517945773130 |
| 1998-09-01 | 10.25214634060440 |
| 1998-10-01 | 10.10101034770420 |
| 1998-11-01 | 10.06448839212970 |
| 1998-12-01 | 10.03699885289800 |
| 1999-01-01 | 9.89349558599232 |
| 1999-02-01 | 10.09788084923320 |
| 1999-03-01 | 10.03207153284600 |
| 1999-04-01 | 10.25000653058720 |
| 1999-05-01 | 10.28058805169620 |
| 1999-06-01 | 10.32646713821340 |
| 1999-07-01 | 10.52666273310660 |
| 1999-08-01 | 10.50496851253460 |
| 1999-09-01 | 10.57441023999770 |
| 1999-10-01 | 10.93869156407380 |
| 1999-11-01 | 10.99920162824240 |
| 1999-12-01 | 10.80866295121980 |
| 2000-01-01 | 10.74320681406610 |
| 2000-02-01 | 10.67309659840530 |
| 2000-03-01 | 11.11177828114600 |
| 2000-04-01 | 11.38717217835190 |
| 2000-05-01 | 11.40421981430900 |
| 2000-06-01 | 11.54821737375200 |
| 2000-07-01 | 11.48326165501270 |
| 2000-08-01 | 11.31797149731910 |
| 2000-09-01 | 11.30540749130220 |
| 2000-10-01 | 11.38059918143070 |
| 2000-11-01 | 11.22083304913850 |
| 2000-12-01 | 11.39351187759500 |
| 2001-01-01 | 10.96648195130800 |
| 2001-02-01 | 11.23985941954070 |
| 2001-03-01 | 11.14587292167090 |
| 2001-04-01 | 11.12544648190880 |
| 2001-05-01 | 11.11797631019180 |
| 2001-06-01 | 11.17944950083980 |
| 2001-07-01 | 11.28604631047040 |
| 2001-08-01 | 11.35419688092980 |
| 2001-09-01 | 11.35388271613270 |
| 2001-10-01 | 11.01734681617070 |
| 2001-11-01 | 11.03929662167500 |
| 2001-12-01 | 11.06739232293720 |
| 2002-01-01 | 11.07170546992230 |
| 2002-02-01 | 10.78395986466600 |
| 2002-03-01 | 10.85290384317470 |
| 2002-04-01 | 10.85673243768390 |
| 2002-05-01 | 10.95820952925940 |
| 2002-06-01 | 10.84062758815940 |
| 2002-07-01 | 10.80945959184260 |
| 2002-08-01 | 10.88740853625040 |
| 2002-09-01 | 10.99452556442150 |
| 2002-10-01 | 11.03965631210890 |
| 2002-11-01 | 11.02923090552640 |
| 2002-12-01 | 11.05928722933500 |
| 2003-01-01 | 11.09733858581540 |
| 2003-02-01 | 11.04519975409900 |
| 2003-03-01 | 11.05586268900360 |
| 2003-04-01 | 10.76401848527200 |
| 2003-05-01 | 10.78431858176580 |
| 2003-06-01 | 10.78649964402640 |
| 2003-07-01 | 11.05906076446080 |
| 2003-08-01 | 11.03344314648140 |
| 2003-09-01 | 10.93385506667810 |
| 2003-10-01 | 10.94052473206240 |
| 2003-11-01 | 11.10260690598170 |
| 2003-12-01 | 11.15805067048260 |
| 2004-01-01 | 11.25800982018700 |
| 2004-02-01 | 11.41279933544610 |
| 2004-03-01 | 11.36904135987120 |
| 2004-04-01 | 11.15408779498700 |
| 2004-05-01 | 11.71578844134880 |
| 2004-06-01 | 11.63027021788990 |
| 2004-07-01 | 11.19675396026170 |
| 2004-08-01 | 11.17454019012950 |
| 2004-09-01 | 11.16964033949690 |
| 2004-10-01 | 11.91669630274460 |
| 2004-11-01 | 11.66303119677170 |
| 2004-12-01 | 11.75456941711410 |
| 2005-01-01 | 12.05823463704590 |
| 2005-02-01 | 12.10250026310760 |
| 2005-03-01 | 12.01190683960130 |
| 2005-04-01 | 12.34285950694730 |
| 2005-05-01 | 12.13051090138020 |
| 2005-06-01 | 12.04138031769200 |
| 2005-07-01 | 12.44286715775050 |
| 2005-08-01 | 12.61738628177730 |
| 2005-09-01 | 12.68707345516900 |
| 2005-10-01 | 12.78957144359830 |
| 2005-11-01 | 12.72413856042910 |
| 2005-12-01 | 12.62824353649220 |
| 2006-01-01 | 12.45701961227060 |
| 2006-02-01 | 12.39894670191160 |
| 2006-03-01 | 12.80288239565720 |
| 2006-04-01 | 12.85413049413210 |
| 2006-05-01 | 12.85206446946200 |
| 2006-06-01 | 12.86782120636200 |
| 2006-07-01 | 12.87591810699910 |
| 2006-08-01 | 12.72531688347020 |
| 2006-09-01 | 12.65705006829940 |
| 2006-10-01 | 12.66343460524740 |
| 2006-11-01 | 12.78480855335050 |
| 2006-12-01 | 12.78413079072040 |
| 2007-01-01 | 12.96920729737140 |
| 2007-02-01 | 13.11473945118090 |
| 2007-03-01 | 13.44478389349620 |
| 2007-04-01 | 13.39119609639120 |
| 2007-05-01 | 13.46210363979300 |
| 2007-06-01 | 13.58449976014880 |
| 2007-07-01 | 13.49341743483530 |
| 2007-08-01 | 13.41026310331220 |
| 2007-09-01 | 13.39308500508060 |
| 2007-10-01 | 13.64389287695540 |
| 2007-11-01 | 13.45495541317650 |
| 2007-12-01 | 13.54032084436250 |
| 2008-01-01 | 13.47840513729310 |
| 2008-02-01 | 13.42832995598870 |
| 2008-03-01 | 13.43023415723120 |
| 2008-04-01 | 13.56401581513010 |
| 2008-05-01 | 13.16701507956970 |
| 2008-06-01 | 12.80667658348370 |
| 2008-07-01 | 12.97233248473520 |
| 2008-08-01 | 13.05637908029610 |
| 2008-09-01 | 13.00483696866660 |
| 2008-10-01 | 12.81536709394360 |
| 2008-11-01 | 12.94406256760920 |
| 2008-12-01 | 12.91688354611920 |
| 2009-01-01 | 12.11084170641250 |
| 2009-02-01 | 12.65522306070790 |
| 2009-03-01 | 12.54924469950510 |
| 2009-04-01 | 12.34720201362610 |
| 2009-05-01 | 12.35168493428540 |
| 2009-06-01 | 12.19201104388380 |
| 2009-07-01 | 12.22974594563400 |
| 2009-08-01 | 12.27681073415440 |
| 2009-09-01 | 12.39786227485790 |
| 2009-10-01 | 12.28703670654150 |
| 2009-11-01 | 12.46893044528910 |
| 2009-12-01 | 12.43535368297800 |
| 2010-01-01 | 12.74664327027950 |
| 2010-02-01 | 12.50533495915210 |
| 2010-03-01 | 12.26947053273220 |
| 2010-04-01 | 12.41613055521250 |
| 2010-05-01 | 12.22344356323550 |
| 2010-06-01 | 12.26649272743800 |
| 2010-07-01 | 12.25859634807670 |
| 2010-08-01 | 12.17704201046640 |
| 2010-09-01 | 11.89192913804560 |
| 2010-10-01 | 12.24957749689480 |
| 2010-11-01 | 12.52342983122780 |
| 2010-12-01 | 12.28698178010560 |
| 2011-01-01 | 12.20870286712340 |
| 2011-02-01 | 12.28586258522370 |
| 2011-03-01 | 12.16167269308320 |
| 2011-04-01 | 12.15344103743910 |
| 2011-05-01 | 12.27783907767540 |
| 2011-06-01 | 12.10315377058630 |
| 2011-07-01 | 12.28082144435970 |
| 2011-08-01 | 12.29260600009520 |
| 2011-09-01 | 12.21537318730560 |
| 2011-10-01 | 12.22208009249360 |
| 2011-11-01 | 12.30198269928670 |
| 2011-12-01 | 12.26130186732820 |
| 2012-01-01 | 12.26069379954800 |
| 2012-02-01 | 12.36669537493680 |
| 2012-03-01 | 12.39332254295270 |
| 2012-04-01 | 12.56514737712760 |
| 2012-05-01 | 12.72930743048920 |
| 2012-06-01 | 12.83729258712410 |
| 2012-07-01 | 12.62713766905590 |
| 2012-08-01 | 12.53652864993930 |
| 2012-09-01 | 12.48468040264860 |
| 2012-10-01 | 12.20266858359680 |
| 2012-11-01 | 11.77273126269240 |
| 2012-12-01 | 11.62485129967610 |
| 2013-01-01 | 12.90208501246380 |
| 2013-02-01 | 12.72514895134330 |
| 2013-03-01 | 12.77878470301100 |
| 2013-04-01 | 12.73860862751160 |
| 2013-05-01 | 12.68687839113490 |
| 2013-06-01 | 12.79505548422030 |
| 2013-07-01 | 12.92051562702340 |
| 2013-08-01 | 12.91780303267600 |
| 2013-09-01 | 12.89276490948990 |
| 2013-10-01 | 12.90112600041790 |
| 2013-11-01 | 12.81821571378270 |
| 2013-12-01 | 12.95689428699410 |
| 2014-01-01 | 12.91226075218550 |
| 2014-02-01 | 12.84112997382310 |
| 2014-03-01 | 12.92445303649460 |
| 2014-04-01 | 12.78450415646770 |
| 2014-05-01 | 13.17534881323090 |
| 2014-06-01 | 13.21024497424860 |
| 2014-07-01 | 13.15335444551430 |
| 2014-08-01 | 13.14169450019400 |
| 2014-09-01 | 13.22662491769420 |
| 2014-10-01 | 13.20761588087100 |
| 2014-11-01 | 13.22244849506410 |
| 2014-12-01 | 13.03564345834910 |
| 2015-01-01 | 13.30448538895040 |
| 2015-02-01 | 13.21949278791640 |
| 2015-03-01 | 13.26158589284860 |
| 2015-04-01 | 13.10940426717140 |
| 2015-05-01 | 13.08765948258840 |
| 2015-06-01 | 13.26654994122110 |
| 2015-07-01 | 13.02983053165500 |
| 2015-08-01 | 13.10636260703420 |
| 2015-09-01 | 13.07019242554440 |
| 2015-10-01 | 13.11306714765310 |
| 2015-11-01 | 13.18034489600070 |
| 2015-12-01 | 13.17679094618470 |
| 2016-01-01 | 13.28741538924140 |
| 2016-02-01 | 13.86948723399700 |
| 2016-03-01 | 13.38722756594620 |
| 2016-04-01 | 13.83088437503140 |
| 2016-05-01 | 14.03564205903640 |
| 2016-06-01 | 13.85212918905670 |
| 2016-07-01 | 14.23151232632550 |
| 2016-08-01 | 14.39151836745790 |
| 2016-09-01 | 14.31844147338260 |
| 2016-10-01 | 14.51026746484020 |
| 2016-11-01 | 14.59977912437940 |
| 2016-12-01 | 14.68571188554300 |
| 2017-01-01 | 14.47004409227160 |
| 2017-02-01 | 14.80147034385570 |
| 2017-03-01 | 14.73603614374820 |
| 2017-04-01 | 15.25965382071400 |
| 2017-05-01 | 14.89498586953940 |
| 2017-06-01 | 14.95577830903610 |
| 2017-07-01 | 15.14725702317300 |
| 2017-08-01 | 15.07703340676560 |
| 2017-09-01 | 15.25317568034990 |
| 2017-10-01 | 15.30345267676410 |
| 2017-11-01 | 15.18492143010380 |
| 2017-12-01 | 15.39321628370900 |
| 2018-01-01 | 15.45581065017550 |
| 2018-02-01 | 15.32795967169600 |
| 2018-03-01 | 15.51013687210730 |
| 2018-04-01 | 15.49638564375370 |
| 2018-05-01 | 15.57573940638190 |
| 2018-06-01 | 15.64352813394390 |
| 2018-07-01 | 15.54013631848050 |
| 2018-08-01 | 15.66471755074010 |
| 2018-09-01 | 15.79973130759810 |
| 2018-10-01 | 15.69861691024770 |
| 2018-11-01 | 15.76429679952320 |
| 2018-12-01 | 15.70720428347340 |
| 2019-01-01 | 15.62569635210070 |
| 2019-02-01 | 15.64294910373590 |
| 2019-03-01 | 15.89895467794390 |
| 2019-04-01 | 15.75875716196890 |
| 2019-05-01 | 15.65078606157250 |
| 2019-06-01 | 15.70928049045630 |
| 2019-07-01 | 15.62783433641280 |
| 2019-08-01 | 15.64971098472850 |
| 2019-09-01 | 15.64641140586820 |
| 2019-10-01 | 15.81594630994410 |
| 2019-11-01 | 15.34163197743900 |
| 2019-12-01 | 15.94105780699780 |
| 2020-01-01 | 16.39419454548720 |
| 2020-02-01 | 15.94449048315600 |
| 2020-03-01 | 15.77606617576110 |
| 2020-04-01 | 7.73837331223601 |
| 2020-05-01 | 9.51454085247413 |
| 2020-06-01 | 11.13243442449190 |
| 2020-07-01 | 11.50751492254820 |
| 2020-08-01 | 11.94092160543760 |
| 2020-09-01 | 12.33253842300160 |
| 2020-10-01 | 12.94092205783250 |
| 2020-11-01 | 12.84465936971260 |
| 2020-12-01 | 12.88097980566890 |
| 2021-01-01 | 13.04123546150990 |
| 2021-02-01 | 13.34287763975970 |
| 2021-03-01 | 13.55134844306420 |
| 2021-04-01 | 14.22770853489680 |
| 2021-05-01 | 14.43695129947620 |
| 2021-06-01 | 14.84753224741520 |
| 2021-07-01 | 15.38456251430840 |
| 2021-08-01 | 15.32949971843950 |
| 2021-09-01 | 15.21830403632520 |
| 2021-10-01 | 15.98699405864700 |
| 2021-11-01 | 15.78378081278970 |
| 2021-12-01 | 15.52955759439530 |
| 2022-01-01 | 15.97200763434020 |
| 2022-02-01 | 16.06359597157380 |
| 2022-03-01 | 16.02447254611480 |
| 2022-04-01 | 15.90758247403300 |
| 2022-05-01 | 15.81874563694590 |
| 2022-06-01 | 15.54776644131730 |
| 2022-07-01 | 16.04307661585480 |
| 2022-08-01 | 16.12093082084150 |
| 2022-09-01 | 16.32755056270340 |
| 2022-10-01 | 16.23410519401810 |
| 2022-11-01 | 16.37236776174010 |
| 2022-12-01 | 16.48594925666480 |
| 2023-01-01 | 16.36820819377710 |
| 2023-02-01 | 16.59949030131510 |
| 2023-03-01 | 16.48390875778840 |
| 2023-04-01 | 16.20113423407430 |
| 2023-05-01 | 16.18438611051030 |
| 2023-06-01 | 16.25147676656620 |
| 2023-07-01 | 16.00186981866640 |
| 2023-08-01 | 16.09752526696970 |
| 2023-09-01 | 16.00318135952280 |
| 2023-10-01 | 16.38203397203690 |
| 2023-11-01 | 16.49215651617970 |
| 2023-12-01 | 16.55242902210820 |
| 2024-01-01 | 16.47414876324790 |
| 2024-02-01 | 16.45604686445010 |
| 2024-03-01 | 16.63672440090750 |
| 2024-04-01 | 17.09163599316150 |
| 2024-05-01 | 16.94531040903840 |
| 2024-06-01 | 17.25503217602940 |
| 2024-07-01 | 16.75175459949590 |
| 2024-08-01 | 16.85461359907960 |
| 2024-09-01 | 16.97800428641480 |
| 2024-10-01 | 16.80559242429610 |
| 2024-11-01 | 16.81859397461980 |
| 2024-12-01 | 16.92313650327760 |
| 2025-01-01 | 17.09219810168930 |
| 2025-02-01 | 16.93052118889450 |
| 2025-03-01 | 17.00874743457300 |
| 2025-04-01 | 17.18812351677290 |
| 2025-05-01 | 17.21644646397310 |
| 2025-06-01 | 16.96897081419070 |
| 2025-07-01 | 17.08540914991740 |
| 2025-08-01 | 17.08496477663430 |
| 2025-09-01 | 17.00658101392050 |
| 2025-10-01 | 17.11980756429370 |
| 2025-11-01 | 17.14106295130890 |
| 2025-12-01 | 17.21047360264630 |
| 2026-01-01 | 17.34141500930280 |
| 2026-02-01 | 17.32662251733800 |
| 2026-03-01 | 17.20426809563720 |
| 2026-04-01 | 16.97409579051110 |