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 2026-07-01 |
| Last Updated | 2026-08-21 7:40 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 | 8.70861758110696 |
| 1990-02-01 | 8.88609198995599 |
| 1990-03-01 | 8.95284971587832 |
| 1990-04-01 | 8.42964457650437 |
| 1990-05-01 | 8.73392101619895 |
| 1990-06-01 | 8.66388987498913 |
| 1990-07-01 | 8.67855369882823 |
| 1990-08-01 | 8.74849206153157 |
| 1990-09-01 | 8.60176093678526 |
| 1990-10-01 | 8.10668406627410 |
| 1990-11-01 | 8.41969710068586 |
| 1990-12-01 | 8.25941506147524 |
| 1991-01-01 | 8.71265398815176 |
| 1991-02-01 | 8.50790363194759 |
| 1991-03-01 | 8.54858180731890 |
| 1991-04-01 | 8.51561375885254 |
| 1991-05-01 | 8.43178239714855 |
| 1991-06-01 | 8.45657567033260 |
| 1991-07-01 | 8.69380887853686 |
| 1991-08-01 | 8.77058788096906 |
| 1991-09-01 | 8.90456650849870 |
| 1991-10-01 | 8.97984877941572 |
| 1991-11-01 | 9.20019489526355 |
| 1991-12-01 | 9.04848068140888 |
| 1992-01-01 | 9.21806703932813 |
| 1992-02-01 | 9.33652668930348 |
| 1992-03-01 | 9.17132504098264 |
| 1992-04-01 | 9.38315967549734 |
| 1992-05-01 | 9.42715818629180 |
| 1992-06-01 | 9.44580378441136 |
| 1992-07-01 | 9.31764791291754 |
| 1992-08-01 | 9.31978286634814 |
| 1992-09-01 | 9.20739227154561 |
| 1992-10-01 | 9.02420212342392 |
| 1992-11-01 | 9.06229256569487 |
| 1992-12-01 | 9.43484365153007 |
| 1993-01-01 | 9.34012042844417 |
| 1993-02-01 | 9.16966813732859 |
| 1993-03-01 | 9.41267235303707 |
| 1993-04-01 | 9.24365218250137 |
| 1993-05-01 | 9.50593128619610 |
| 1993-06-01 | 9.62693283579081 |
| 1993-07-01 | 9.75914199598429 |
| 1993-08-01 | 9.66941828665931 |
| 1993-09-01 | 9.31644901041500 |
| 1993-10-01 | 9.76012650668824 |
| 1993-11-01 | 9.62553568353996 |
| 1993-12-01 | 9.81303635933889 |
| 1994-01-01 | 9.55505897575225 |
| 1994-02-01 | 9.49861018430817 |
| 1994-03-01 | 9.66065090672526 |
| 1994-04-01 | 9.62833208561892 |
| 1994-05-01 | 9.39100727946861 |
| 1994-06-01 | 9.40635674181050 |
| 1994-07-01 | 9.28513911803233 |
| 1994-08-01 | 9.41529595981238 |
| 1994-09-01 | 9.12227495207764 |
| 1994-10-01 | 9.98367603193257 |
| 1994-11-01 | 9.98562126652827 |
| 1994-12-01 | 9.80843119508720 |
| 1995-01-01 | 9.87835259305583 |
| 1995-02-01 | 10.11749406497600 |
| 1995-03-01 | 9.91436565125723 |
| 1995-04-01 | 10.33087983956840 |
| 1995-05-01 | 10.17678726847180 |
| 1995-06-01 | 10.17380178518160 |
| 1995-07-01 | 10.30780968596110 |
| 1995-08-01 | 10.12811730548020 |
| 1995-09-01 | 10.42412901259100 |
| 1995-10-01 | 10.52954327185430 |
| 1995-11-01 | 10.45549462255800 |
| 1995-12-01 | 10.21742905864410 |
| 1996-01-01 | 10.49626596547820 |
| 1996-02-01 | 10.51323295957130 |
| 1996-03-01 | 10.78323922737510 |
| 1996-04-01 | 10.84937660785130 |
| 1996-05-01 | 11.07568558542850 |
| 1996-06-01 | 10.94167882540330 |
| 1996-07-01 | 10.88767831193900 |
| 1996-08-01 | 11.02850964076520 |
| 1996-09-01 | 10.92341200661710 |
| 1996-10-01 | 10.98673718332850 |
| 1996-11-01 | 10.92897165922110 |
| 1996-12-01 | 11.14990464416360 |
| 1997-01-01 | 11.01518875094470 |
| 1997-02-01 | 10.90973105676080 |
| 1997-03-01 | 11.05694940413700 |
| 1997-04-01 | 10.47314615644270 |
| 1997-05-01 | 10.46504165913550 |
| 1997-06-01 | 10.49089055149810 |
| 1997-07-01 | 10.44688894042780 |
| 1997-08-01 | 10.41606655561560 |
| 1997-09-01 | 10.43753263619820 |
| 1997-10-01 | 10.38218554350480 |
| 1997-11-01 | 10.43840925666470 |
| 1997-12-01 | 10.24705084539850 |
| 1998-01-01 | 10.51739596238210 |
| 1998-02-01 | 10.29909503785090 |
| 1998-03-01 | 10.21142144394930 |
| 1998-04-01 | 10.21501484167530 |
| 1998-05-01 | 10.27404824654890 |
| 1998-06-01 | 10.35054259654100 |
| 1998-07-01 | 10.17567235519730 |
| 1998-08-01 | 10.30517945637030 |
| 1998-09-01 | 10.25214641378650 |
| 1998-10-01 | 10.10101034361500 |
| 1998-11-01 | 10.06448838412500 |
| 1998-12-01 | 10.03699886695360 |
| 1999-01-01 | 9.89349560286789 |
| 1999-02-01 | 10.09788083076760 |
| 1999-03-01 | 10.03207149975090 |
| 1999-04-01 | 10.25000648362140 |
| 1999-05-01 | 10.28058800863770 |
| 1999-06-01 | 10.32646708975250 |
| 1999-07-01 | 10.52666273682250 |
| 1999-08-01 | 10.50496854345560 |
| 1999-09-01 | 10.57441042735230 |
| 1999-10-01 | 10.93869162335560 |
| 1999-11-01 | 10.99920165796260 |
| 1999-12-01 | 10.80866297359220 |
| 2000-01-01 | 10.74320679857020 |
| 2000-02-01 | 10.67309650712710 |
| 2000-03-01 | 11.11177814105860 |
| 2000-04-01 | 11.38717201813270 |
| 2000-05-01 | 11.40421969152530 |
| 2000-06-01 | 11.54821731288750 |
| 2000-07-01 | 11.48326172163060 |
| 2000-08-01 | 11.31797164278950 |
| 2000-09-01 | 11.30540787203220 |
| 2000-10-01 | 11.38059936435710 |
| 2000-11-01 | 11.22083315297370 |
| 2000-12-01 | 11.39351191227140 |
| 2001-01-01 | 10.96648190343360 |
| 2001-02-01 | 11.23985926037100 |
| 2001-03-01 | 11.14587264915950 |
| 2001-04-01 | 11.12544581730990 |
| 2001-05-01 | 11.11797592269490 |
| 2001-06-01 | 11.17944962931530 |
| 2001-07-01 | 11.28604605723020 |
| 2001-08-01 | 11.35419757917290 |
| 2001-09-01 | 11.35388415730710 |
| 2001-10-01 | 11.01734694169470 |
| 2001-11-01 | 11.03929650036050 |
| 2001-12-01 | 11.06739219822290 |
| 2002-01-01 | 11.07170531175490 |
| 2002-02-01 | 10.78395963275070 |
| 2002-03-01 | 10.85290348125730 |
| 2002-04-01 | 10.85673093268680 |
| 2002-05-01 | 10.95820889066980 |
| 2002-06-01 | 10.84062836031500 |
| 2002-07-01 | 10.80945901181940 |
| 2002-08-01 | 10.88740977999730 |
| 2002-09-01 | 10.99452805666580 |
| 2002-10-01 | 11.03965635097990 |
| 2002-11-01 | 11.02923047701250 |
| 2002-12-01 | 11.05928682633890 |
| 2003-01-01 | 11.09733816208680 |
| 2003-02-01 | 11.04519993741050 |
| 2003-03-01 | 11.05586202086530 |
| 2003-04-01 | 10.76401594996170 |
| 2003-05-01 | 10.78431757779290 |
| 2003-06-01 | 10.78650106666380 |
| 2003-07-01 | 11.05906008327840 |
| 2003-08-01 | 11.03344535288540 |
| 2003-09-01 | 10.93385896585160 |
| 2003-10-01 | 10.94052486222930 |
| 2003-11-01 | 11.10260600693020 |
| 2003-12-01 | 11.15804951137190 |
| 2004-01-01 | 11.25800847575510 |
| 2004-02-01 | 11.41279930282330 |
| 2004-03-01 | 11.36904015188690 |
| 2004-04-01 | 11.15408452205510 |
| 2004-05-01 | 11.71578746572560 |
| 2004-06-01 | 11.63027252813240 |
| 2004-07-01 | 11.19675430877780 |
| 2004-08-01 | 11.17454384939710 |
| 2004-09-01 | 11.16964554272410 |
| 2004-10-01 | 11.91669699960800 |
| 2004-11-01 | 11.66302968645080 |
| 2004-12-01 | 11.75456660351800 |
| 2005-01-01 | 12.05823110955350 |
| 2005-02-01 | 12.10249888303520 |
| 2005-03-01 | 12.01190447864930 |
| 2005-04-01 | 12.34285664147290 |
| 2005-05-01 | 12.13051027701710 |
| 2005-06-01 | 12.04138265835500 |
| 2005-07-01 | 12.44286914139250 |
| 2005-08-01 | 12.61739260636120 |
| 2005-09-01 | 12.68708137642300 |
| 2005-10-01 | 12.78957535553670 |
| 2005-11-01 | 12.72414088491030 |
| 2005-12-01 | 12.62824506310170 |
| 2006-01-01 | 12.45698477388140 |
| 2006-02-01 | 12.39894941049230 |
| 2006-03-01 | 12.80288359640860 |
| 2006-04-01 | 12.85413136514890 |
| 2006-05-01 | 12.85206596535820 |
| 2006-06-01 | 12.86782449295080 |
| 2006-07-01 | 12.87592242840420 |
| 2006-08-01 | 12.72532522986040 |
| 2006-09-01 | 12.65705989738020 |
| 2006-10-01 | 12.66344224428920 |
| 2006-11-01 | 12.78481553915430 |
| 2006-12-01 | 12.78413744403280 |
| 2007-01-01 | 12.96913454418430 |
| 2007-02-01 | 13.11474706931470 |
| 2007-03-01 | 13.44478948298560 |
| 2007-04-01 | 13.39120224709450 |
| 2007-05-01 | 13.46210844733090 |
| 2007-06-01 | 13.58450458232090 |
| 2007-07-01 | 13.49342443263050 |
| 2007-08-01 | 13.41027298740320 |
| 2007-09-01 | 13.39309508401610 |
| 2007-10-01 | 13.64390328244480 |
| 2007-11-01 | 13.45496768178030 |
| 2007-12-01 | 13.54033243052270 |
| 2008-01-01 | 13.47829479306180 |
| 2008-02-01 | 13.42834257008470 |
| 2008-03-01 | 13.43024520071260 |
| 2008-04-01 | 13.56402767196400 |
| 2008-05-01 | 13.16702446119960 |
| 2008-06-01 | 12.80668475474840 |
| 2008-07-01 | 12.97234214676080 |
| 2008-08-01 | 13.05638883612240 |
| 2008-09-01 | 13.00484465770960 |
| 2008-10-01 | 12.81537597296770 |
| 2008-11-01 | 12.94407414602790 |
| 2008-12-01 | 12.91689299171220 |
| 2009-01-01 | 12.11072272146010 |
| 2009-02-01 | 12.65523553064580 |
| 2009-03-01 | 12.54925795580950 |
| 2009-04-01 | 12.34721770007430 |
| 2009-05-01 | 12.35169750431770 |
| 2009-06-01 | 12.19203189265000 |
| 2009-07-01 | 12.22975578299340 |
| 2009-08-01 | 12.27681823867280 |
| 2009-09-01 | 12.39786066199970 |
| 2009-10-01 | 12.28704033558010 |
| 2009-11-01 | 12.46894252215970 |
| 2009-12-01 | 12.43534920446320 |
| 2010-01-01 | 12.74652746607120 |
| 2010-02-01 | 12.50535097555100 |
| 2010-03-01 | 12.26948932490400 |
| 2010-04-01 | 12.41615249981700 |
| 2010-05-01 | 12.22346362942690 |
| 2010-06-01 | 12.26653150112750 |
| 2010-07-01 | 12.25860120732240 |
| 2010-08-01 | 12.17704778495240 |
| 2010-09-01 | 11.89191674938280 |
| 2010-10-01 | 12.24956922741010 |
| 2010-11-01 | 12.52342941306380 |
| 2010-12-01 | 12.28694835616650 |
| 2011-01-01 | 12.20860933878160 |
| 2011-02-01 | 12.28586594192450 |
| 2011-03-01 | 12.16168217875260 |
| 2011-04-01 | 12.15351426222440 |
| 2011-05-01 | 12.27789664558940 |
| 2011-06-01 | 12.10320569611260 |
| 2011-07-01 | 12.28081804259460 |
| 2011-08-01 | 12.29260583885010 |
| 2011-09-01 | 12.21533932756370 |
| 2011-10-01 | 12.22204337954610 |
| 2011-11-01 | 12.30195059701840 |
| 2011-12-01 | 12.26124463603260 |
| 2012-01-01 | 12.26061375318280 |
| 2012-02-01 | 12.36667950538770 |
| 2012-03-01 | 12.39332611768970 |
| 2012-04-01 | 12.56528107637760 |
| 2012-05-01 | 12.72941201838910 |
| 2012-06-01 | 12.83741634055100 |
| 2012-07-01 | 12.62712710544460 |
| 2012-08-01 | 12.53652076176350 |
| 2012-09-01 | 12.48462192362810 |
| 2012-10-01 | 12.20259079218780 |
| 2012-11-01 | 11.77264309620480 |
| 2012-12-01 | 11.62474011480330 |
| 2013-01-01 | 12.90194915862590 |
| 2013-02-01 | 12.72506887385280 |
| 2013-03-01 | 12.77895681794390 |
| 2013-04-01 | 12.73867205380750 |
| 2013-05-01 | 12.68712064827170 |
| 2013-06-01 | 12.79540985309300 |
| 2013-07-01 | 12.92041632556670 |
| 2013-08-01 | 12.91772928894550 |
| 2013-09-01 | 12.89265599420910 |
| 2013-10-01 | 12.90100743927000 |
| 2013-11-01 | 12.81809024291750 |
| 2013-12-01 | 12.95676837317530 |
| 2014-01-01 | 12.91193782959130 |
| 2014-02-01 | 12.84103477621230 |
| 2014-03-01 | 12.92483844748660 |
| 2014-04-01 | 12.78447355811510 |
| 2014-05-01 | 13.17571829511310 |
| 2014-06-01 | 13.21083741728670 |
| 2014-07-01 | 13.15317430902930 |
| 2014-08-01 | 13.14155737876640 |
| 2014-09-01 | 13.22647902390220 |
| 2014-10-01 | 13.20747335972220 |
| 2014-11-01 | 13.22230121679130 |
| 2014-12-01 | 13.03550346823380 |
| 2015-01-01 | 13.30396666520030 |
| 2015-02-01 | 13.21936714162660 |
| 2015-03-01 | 13.26216293133090 |
| 2015-04-01 | 13.10926290286800 |
| 2015-05-01 | 13.08815252216030 |
| 2015-06-01 | 13.26732684964900 |
| 2015-07-01 | 13.02959394117110 |
| 2015-08-01 | 13.10617338800950 |
| 2015-09-01 | 13.07001521239160 |
| 2015-10-01 | 13.11290715710980 |
| 2015-11-01 | 13.18019664679770 |
| 2015-12-01 | 13.17669431834770 |
| 2016-01-01 | 13.28680987791590 |
| 2016-02-01 | 13.86943727917550 |
| 2016-03-01 | 13.38775852689840 |
| 2016-04-01 | 13.83073325228070 |
| 2016-05-01 | 14.03611733915530 |
| 2016-06-01 | 13.85288026676310 |
| 2016-07-01 | 14.23124338416370 |
| 2016-08-01 | 14.39128585774990 |
| 2016-09-01 | 14.31824487666180 |
| 2016-10-01 | 14.51013149225120 |
| 2016-11-01 | 14.59979477166290 |
| 2016-12-01 | 14.68571892246990 |
| 2017-01-01 | 14.46962003146650 |
| 2017-02-01 | 14.80156484654630 |
| 2017-03-01 | 14.73649909655180 |
| 2017-04-01 | 15.25902217221340 |
| 2017-05-01 | 14.89507761353460 |
| 2017-06-01 | 14.95699465397330 |
| 2017-07-01 | 15.14677314661070 |
| 2017-08-01 | 15.07662612957890 |
| 2017-09-01 | 15.25292172805700 |
| 2017-10-01 | 15.30347915039300 |
| 2017-11-01 | 15.18518680185750 |
| 2017-12-01 | 15.39335480747230 |
| 2018-01-01 | 15.45558215669540 |
| 2018-02-01 | 15.32813937128010 |
| 2018-03-01 | 15.51146857607560 |
| 2018-04-01 | 15.49528105157770 |
| 2018-05-01 | 15.57547238670510 |
| 2018-06-01 | 15.64526396085160 |
| 2018-07-01 | 15.53646697294160 |
| 2018-08-01 | 15.66419425414610 |
| 2018-09-01 | 15.80163792111330 |
| 2018-10-01 | 15.69831279431980 |
| 2018-11-01 | 15.76406062074650 |
| 2018-12-01 | 15.71023530754890 |
| 2019-01-01 | 15.62502320348250 |
| 2019-02-01 | 15.64249532787370 |
| 2019-03-01 | 15.90076104631420 |
| 2019-04-01 | 15.75687848386800 |
| 2019-05-01 | 15.64985960858170 |
| 2019-06-01 | 15.71199424347770 |
| 2019-07-01 | 15.62092852368870 |
| 2019-08-01 | 15.64911666876410 |
| 2019-09-01 | 15.65061282575860 |
| 2019-10-01 | 15.81548812335610 |
| 2019-11-01 | 15.34094583548560 |
| 2019-12-01 | 15.94706027410810 |
| 2020-01-01 | 16.39295302987580 |
| 2020-02-01 | 15.94318860315650 |
| 2020-03-01 | 15.77811126173800 |
| 2020-04-01 | 7.73590153145597 |
| 2020-05-01 | 9.51308136698588 |
| 2020-06-01 | 11.13546868765700 |
| 2020-07-01 | 11.49742925411100 |
| 2020-08-01 | 11.94028687107260 |
| 2020-09-01 | 12.34038098418210 |
| 2020-10-01 | 12.94022799341420 |
| 2020-11-01 | 12.84365013154310 |
| 2020-12-01 | 12.89008828041560 |
| 2021-01-01 | 13.03943603000300 |
| 2021-02-01 | 13.34066489608430 |
| 2021-03-01 | 13.55261739098630 |
| 2021-04-01 | 14.22107579558980 |
| 2021-05-01 | 14.43446756330480 |
| 2021-06-01 | 14.85266541463130 |
| 2021-07-01 | 15.37668117897120 |
| 2021-08-01 | 15.32855770702940 |
| 2021-09-01 | 15.22767657241950 |
| 2021-10-01 | 15.98683270993490 |
| 2021-11-01 | 15.78333651787390 |
| 2021-12-01 | 15.53899244837980 |
| 2022-01-01 | 15.96980496640460 |
| 2022-02-01 | 16.06025216109540 |
| 2022-03-01 | 16.02433944678800 |
| 2022-04-01 | 15.89661867789960 |
| 2022-05-01 | 15.81550085314500 |
| 2022-06-01 | 15.55427791831440 |
| 2022-07-01 | 16.03846799716580 |
| 2022-08-01 | 16.12077922459220 |
| 2022-09-01 | 16.33917512908570 |
| 2022-10-01 | 16.23481652967640 |
| 2022-11-01 | 16.37290356214280 |
| 2022-12-01 | 16.49602819775950 |
| 2023-01-01 | 16.36585910926970 |
| 2023-02-01 | 16.59528782168400 |
| 2023-03-01 | 16.48091688782160 |
| 2023-04-01 | 16.17794607710580 |
| 2023-05-01 | 16.17669230777030 |
| 2023-06-01 | 16.26710093397050 |
| 2023-07-01 | 16.00601572544860 |
| 2023-08-01 | 16.09972211467730 |
| 2023-09-01 | 16.01442719154780 |
| 2023-10-01 | 16.38443983602020 |
| 2023-11-01 | 16.49394533313450 |
| 2023-12-01 | 16.55935674433800 |
| 2024-01-01 | 16.47100549903770 |
| 2024-02-01 | 16.45022865695500 |
| 2024-03-01 | 16.63039670499780 |
| 2024-04-01 | 17.05793190875140 |
| 2024-05-01 | 16.93450457823140 |
| 2024-06-01 | 17.28168833655850 |
| 2024-07-01 | 16.76255916502610 |
| 2024-08-01 | 16.85963876569950 |
| 2024-09-01 | 16.98910453049380 |
| 2024-10-01 | 16.80928245798620 |
| 2024-11-01 | 16.82143268583060 |
| 2024-12-01 | 16.92681063787350 |
| 2025-01-01 | 17.08839748820080 |
| 2025-02-01 | 16.92355797826540 |
| 2025-03-01 | 16.99975461346720 |
| 2025-04-01 | 17.14098851495800 |
| 2025-05-01 | 17.20004936128170 |
| 2025-06-01 | 17.01252818303630 |
| 2025-07-01 | 17.10288544552150 |
| 2025-08-01 | 17.09232649409870 |
| 2025-09-01 | 17.01612117534140 |
| 2025-10-01 | 17.12447554090370 |
| 2025-11-01 | 17.14410591793180 |
| 2025-12-01 | 17.20974627953540 |
| 2026-01-01 | 17.33570250187460 |
| 2026-02-01 | 17.31727685813160 |
| 2026-03-01 | 17.19324096913440 |
| 2026-04-01 | 17.02101873118240 |
| 2026-05-01 | 16.97814833031780 |
| 2026-06-01 | 16.93756012218130 |
| 2026-07-01 | 17.01229956362010 |