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 2026-06-01 |
| Last Updated | 2026-07-22 9:48 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 | 8.70861758110894 |
| 1990-02-01 | 8.88609198995583 |
| 1990-03-01 | 8.95284971587982 |
| 1990-04-01 | 8.42964457650166 |
| 1990-05-01 | 8.73392101619937 |
| 1990-06-01 | 8.66388987498989 |
| 1990-07-01 | 8.67855369882906 |
| 1990-08-01 | 8.74849206153211 |
| 1990-09-01 | 8.60176093678611 |
| 1990-10-01 | 8.10668406627349 |
| 1990-11-01 | 8.41969710068483 |
| 1990-12-01 | 8.25941506147343 |
| 1991-01-01 | 8.71265398815317 |
| 1991-02-01 | 8.50790363194714 |
| 1991-03-01 | 8.54858180731993 |
| 1991-04-01 | 8.51561375884985 |
| 1991-05-01 | 8.43178239714885 |
| 1991-06-01 | 8.45657567033350 |
| 1991-07-01 | 8.69380887853812 |
| 1991-08-01 | 8.77058788097042 |
| 1991-09-01 | 8.90456650850126 |
| 1991-10-01 | 8.97984877941600 |
| 1991-11-01 | 9.20019489525887 |
| 1991-12-01 | 9.04848068140854 |
| 1992-01-01 | 9.21806703932971 |
| 1992-02-01 | 9.33652668930240 |
| 1992-03-01 | 9.17132504098150 |
| 1992-04-01 | 9.38315967549331 |
| 1992-05-01 | 9.42715818629018 |
| 1992-06-01 | 9.44580378441109 |
| 1992-07-01 | 9.31764791291922 |
| 1992-08-01 | 9.31978286635923 |
| 1992-09-01 | 9.20739227155170 |
| 1992-10-01 | 9.02420212342678 |
| 1992-11-01 | 9.06229256568732 |
| 1992-12-01 | 9.43484365152622 |
| 1993-01-01 | 9.34012042844336 |
| 1993-02-01 | 9.16966813732385 |
| 1993-03-01 | 9.41267235303097 |
| 1993-04-01 | 9.24365218249404 |
| 1993-05-01 | 9.50593128619295 |
| 1993-06-01 | 9.62693283579235 |
| 1993-07-01 | 9.75914199599252 |
| 1993-08-01 | 9.66941828668806 |
| 1993-09-01 | 9.31644901043131 |
| 1993-10-01 | 9.76012650669579 |
| 1993-11-01 | 9.62553568352160 |
| 1993-12-01 | 9.81303635931183 |
| 1994-01-01 | 9.55505897572511 |
| 1994-02-01 | 9.49861018428413 |
| 1994-03-01 | 9.66065090670550 |
| 1994-04-01 | 9.62833208561020 |
| 1994-05-01 | 9.39100727953541 |
| 1994-06-01 | 9.40635674189015 |
| 1994-07-01 | 9.28513911809021 |
| 1994-08-01 | 9.41529595984616 |
| 1994-09-01 | 9.12227495203788 |
| 1994-10-01 | 9.98367603185758 |
| 1994-11-01 | 9.98562126643502 |
| 1994-12-01 | 9.80843119502227 |
| 1995-01-01 | 9.87835259288246 |
| 1995-02-01 | 10.11749406502320 |
| 1995-03-01 | 9.91436565132414 |
| 1995-04-01 | 10.33087983965260 |
| 1995-05-01 | 10.17678726869440 |
| 1995-06-01 | 10.17380178540330 |
| 1995-07-01 | 10.30780968607050 |
| 1995-08-01 | 10.12811730543330 |
| 1995-09-01 | 10.42412901236350 |
| 1995-10-01 | 10.52954327157890 |
| 1995-11-01 | 10.45549462235210 |
| 1995-12-01 | 10.21742905862400 |
| 1996-01-01 | 10.49626596531000 |
| 1996-02-01 | 10.51323295980480 |
| 1996-03-01 | 10.78323922743070 |
| 1996-04-01 | 10.84937660774310 |
| 1996-05-01 | 11.07568558553370 |
| 1996-06-01 | 10.94167882568260 |
| 1996-07-01 | 10.88767831237220 |
| 1996-08-01 | 11.02850964142520 |
| 1996-09-01 | 10.92341200745550 |
| 1996-10-01 | 10.98673718102900 |
| 1996-11-01 | 10.92897165752150 |
| 1996-12-01 | 11.14990464494480 |
| 1997-01-01 | 11.01518875296850 |
| 1997-02-01 | 10.90973105641590 |
| 1997-03-01 | 11.05694940395500 |
| 1997-04-01 | 10.47314615590490 |
| 1997-05-01 | 10.46504165892020 |
| 1997-06-01 | 10.49089054937350 |
| 1997-07-01 | 10.44688894176850 |
| 1997-08-01 | 10.41606655790740 |
| 1997-09-01 | 10.43753263909840 |
| 1997-10-01 | 10.38218554002040 |
| 1997-11-01 | 10.43840925402530 |
| 1997-12-01 | 10.24705084719250 |
| 1998-01-01 | 10.51739596615880 |
| 1998-02-01 | 10.29909503704530 |
| 1998-03-01 | 10.21142144327220 |
| 1998-04-01 | 10.21501483971240 |
| 1998-05-01 | 10.27404824436920 |
| 1998-06-01 | 10.35054258927880 |
| 1998-07-01 | 10.17567235356470 |
| 1998-08-01 | 10.30517945594160 |
| 1998-09-01 | 10.25214643682690 |
| 1998-10-01 | 10.10101034233190 |
| 1998-11-01 | 10.06448838160580 |
| 1998-12-01 | 10.03699887137820 |
| 1999-01-01 | 9.89349560818075 |
| 1999-02-01 | 10.09788082495160 |
| 1999-03-01 | 10.03207148933000 |
| 1999-04-01 | 10.25000646883450 |
| 1999-05-01 | 10.28058799508200 |
| 1999-06-01 | 10.32646707449590 |
| 1999-07-01 | 10.52666273799330 |
| 1999-08-01 | 10.50496855319030 |
| 1999-09-01 | 10.57441048633640 |
| 1999-10-01 | 10.93869164202420 |
| 1999-11-01 | 10.99920166731750 |
| 1999-12-01 | 10.80866298063390 |
| 2000-01-01 | 10.74320679369220 |
| 2000-02-01 | 10.67309647838920 |
| 2000-03-01 | 11.11177809695480 |
| 2000-04-01 | 11.38717196769020 |
| 2000-05-01 | 11.40421965286780 |
| 2000-06-01 | 11.54821729372280 |
| 2000-07-01 | 11.48326174260160 |
| 2000-08-01 | 11.31797168858850 |
| 2000-09-01 | 11.30540799190230 |
| 2000-10-01 | 11.38059942196500 |
| 2000-11-01 | 11.22083318567230 |
| 2000-12-01 | 11.39351192319580 |
| 2001-01-01 | 10.96648188837220 |
| 2001-02-01 | 11.23985921027010 |
| 2001-03-01 | 11.14587256336150 |
| 2001-04-01 | 11.12544560794430 |
| 2001-05-01 | 11.11797580063450 |
| 2001-06-01 | 11.17944966979010 |
| 2001-07-01 | 11.28604597743440 |
| 2001-08-01 | 11.35419779898650 |
| 2001-09-01 | 11.35388461114340 |
| 2001-10-01 | 11.01734698149710 |
| 2001-11-01 | 11.03929646241160 |
| 2001-12-01 | 11.06739215908580 |
| 2002-01-01 | 11.07170526190260 |
| 2002-02-01 | 10.78395955949800 |
| 2002-03-01 | 10.85290336696160 |
| 2002-04-01 | 10.85673045860930 |
| 2002-05-01 | 10.95820868930760 |
| 2002-06-01 | 10.84062860298300 |
| 2002-07-01 | 10.80945882918840 |
| 2002-08-01 | 10.88741017176880 |
| 2002-09-01 | 10.99452884190940 |
| 2002-10-01 | 11.03965636429350 |
| 2002-11-01 | 11.02923034316210 |
| 2002-12-01 | 11.05928670013700 |
| 2003-01-01 | 11.09733802868260 |
| 2003-02-01 | 11.04519999331810 |
| 2003-03-01 | 11.05586180934860 |
| 2003-04-01 | 10.76401515087430 |
| 2003-05-01 | 10.78431726078730 |
| 2003-06-01 | 10.78650151354130 |
| 2003-07-01 | 11.05905986890290 |
| 2003-08-01 | 11.03344604797910 |
| 2003-09-01 | 10.93386019485330 |
| 2003-10-01 | 10.94052490578470 |
| 2003-11-01 | 11.10260572662610 |
| 2003-12-01 | 11.15804914916540 |
| 2004-01-01 | 11.25800805486300 |
| 2004-02-01 | 11.41279929219060 |
| 2004-03-01 | 11.36903975548660 |
| 2004-04-01 | 11.15408349304820 |
| 2004-05-01 | 11.71578715902360 |
| 2004-06-01 | 11.63027325474810 |
| 2004-07-01 | 11.19675441879530 |
| 2004-08-01 | 11.17454500194400 |
| 2004-09-01 | 11.16964718266720 |
| 2004-10-01 | 11.91669722310010 |
| 2004-11-01 | 11.66302921660690 |
| 2004-12-01 | 11.75456572452890 |
| 2005-01-01 | 12.05823000615680 |
| 2005-02-01 | 12.10249845162340 |
| 2005-03-01 | 12.01190370482440 |
| 2005-04-01 | 12.34285573389850 |
| 2005-05-01 | 12.13051008052230 |
| 2005-06-01 | 12.04138338987070 |
| 2005-07-01 | 12.44286976688060 |
| 2005-08-01 | 12.61739460041230 |
| 2005-09-01 | 12.68708387628960 |
| 2005-10-01 | 12.78957659714040 |
| 2005-11-01 | 12.72414162933590 |
| 2005-12-01 | 12.62824555755690 |
| 2006-01-01 | 12.45697381834080 |
| 2006-02-01 | 12.39895027053690 |
| 2006-03-01 | 12.80288392678820 |
| 2006-04-01 | 12.85413162257860 |
| 2006-05-01 | 12.85206643044040 |
| 2006-06-01 | 12.86782551187220 |
| 2006-07-01 | 12.87592378277550 |
| 2006-08-01 | 12.72532785240160 |
| 2006-09-01 | 12.65706299166700 |
| 2006-10-01 | 12.66344465845800 |
| 2006-11-01 | 12.78481776068110 |
| 2006-12-01 | 12.78413958405000 |
| 2007-01-01 | 12.96911175296690 |
| 2007-02-01 | 13.11474952808660 |
| 2007-03-01 | 13.44479121289840 |
| 2007-04-01 | 13.39120412152390 |
| 2007-05-01 | 13.46210986605860 |
| 2007-06-01 | 13.58450594484890 |
| 2007-07-01 | 13.49342647859860 |
| 2007-08-01 | 13.41027597148700 |
| 2007-09-01 | 13.39309844560660 |
| 2007-10-01 | 13.64390659458480 |
| 2007-11-01 | 13.45497172566750 |
| 2007-12-01 | 13.54033628749620 |
| 2008-01-01 | 13.47826039511320 |
| 2008-02-01 | 13.42834672926680 |
| 2008-03-01 | 13.43024864589780 |
| 2008-04-01 | 13.56403117814870 |
| 2008-05-01 | 13.16702700668130 |
| 2008-06-01 | 12.80668674906380 |
| 2008-07-01 | 12.97234460997300 |
| 2008-08-01 | 13.05639149940590 |
| 2008-09-01 | 13.00484748844630 |
| 2008-10-01 | 12.81537910684430 |
| 2008-11-01 | 12.94407859259610 |
| 2008-12-01 | 12.91689688727470 |
| 2009-01-01 | 12.11068625361820 |
| 2009-02-01 | 12.65523988232250 |
| 2009-03-01 | 12.54926197934760 |
| 2009-04-01 | 12.34722207656720 |
| 2009-05-01 | 12.35170075497850 |
| 2009-06-01 | 12.19203417703450 |
| 2009-07-01 | 12.22975809350780 |
| 2009-08-01 | 12.27682008995040 |
| 2009-09-01 | 12.39786233643760 |
| 2009-10-01 | 12.28704188350740 |
| 2009-11-01 | 12.46894788826650 |
| 2009-12-01 | 12.43535342494980 |
| 2010-01-01 | 12.74649224809000 |
| 2010-02-01 | 12.50535611294220 |
| 2010-03-01 | 12.26949403359490 |
| 2010-04-01 | 12.41615705168470 |
| 2010-05-01 | 12.22346701538550 |
| 2010-06-01 | 12.26653386443870 |
| 2010-07-01 | 12.25860291855720 |
| 2010-08-01 | 12.17704821675460 |
| 2010-09-01 | 11.89191668887500 |
| 2010-10-01 | 12.24956839424520 |
| 2010-11-01 | 12.52343406701830 |
| 2010-12-01 | 12.28695137903250 |
| 2011-01-01 | 12.20858496281300 |
| 2011-02-01 | 12.28587052521030 |
| 2011-03-01 | 12.16168633325250 |
| 2011-04-01 | 12.15351742809150 |
| 2011-05-01 | 12.27789947654180 |
| 2011-06-01 | 12.10320769022280 |
| 2011-07-01 | 12.28081905204670 |
| 2011-08-01 | 12.29260502500850 |
| 2011-09-01 | 12.21533773891730 |
| 2011-10-01 | 12.22204037949930 |
| 2011-11-01 | 12.30195472517860 |
| 2011-12-01 | 12.26124504790590 |
| 2012-01-01 | 12.26060249233500 |
| 2012-02-01 | 12.36668336901530 |
| 2012-03-01 | 12.39332940806910 |
| 2012-04-01 | 12.56528238460130 |
| 2012-05-01 | 12.72941385024330 |
| 2012-06-01 | 12.83741757878850 |
| 2012-07-01 | 12.62712744716270 |
| 2012-08-01 | 12.53651921852660 |
| 2012-09-01 | 12.48461962734680 |
| 2012-10-01 | 12.20258698660020 |
| 2012-11-01 | 11.77264576436550 |
| 2012-12-01 | 11.62473778848970 |
| 2013-01-01 | 12.90195009614330 |
| 2013-02-01 | 12.72507156126790 |
| 2013-03-01 | 12.77895894390080 |
| 2013-04-01 | 12.73867156266760 |
| 2013-05-01 | 12.68712143188810 |
| 2013-06-01 | 12.79540997982500 |
| 2013-07-01 | 12.92041627385430 |
| 2013-08-01 | 12.91772776889030 |
| 2013-09-01 | 12.89265385116610 |
| 2013-10-01 | 12.90100398993820 |
| 2013-11-01 | 12.81809296339490 |
| 2013-12-01 | 12.95676503708260 |
| 2014-01-01 | 12.91194207267570 |
| 2014-02-01 | 12.84103779053480 |
| 2014-03-01 | 12.92484049804880 |
| 2014-04-01 | 12.78447105206530 |
| 2014-05-01 | 13.17571847363960 |
| 2014-06-01 | 13.21083673765630 |
| 2014-07-01 | 13.15317411483260 |
| 2014-08-01 | 13.14155627663390 |
| 2014-09-01 | 13.22647774895250 |
| 2014-10-01 | 13.20747157029090 |
| 2014-11-01 | 13.22230351507280 |
| 2014-12-01 | 13.03550056586550 |
| 2015-01-01 | 13.30397106821790 |
| 2015-02-01 | 13.21936989386430 |
| 2015-03-01 | 13.26216455440360 |
| 2015-04-01 | 13.10925823909980 |
| 2015-05-01 | 13.08815207085710 |
| 2015-06-01 | 13.26732552543560 |
| 2015-07-01 | 13.02959368821020 |
| 2015-08-01 | 13.10617307890180 |
| 2015-09-01 | 13.07001560548420 |
| 2015-10-01 | 13.11290819442630 |
| 2015-11-01 | 13.18020013644520 |
| 2015-12-01 | 13.17669273700610 |
| 2016-01-01 | 13.28681440759640 |
| 2016-02-01 | 13.86943859878620 |
| 2016-03-01 | 13.38775298723030 |
| 2016-04-01 | 13.83072570152110 |
| 2016-05-01 | 14.03611592624370 |
| 2016-06-01 | 13.85287925745730 |
| 2016-07-01 | 14.23124483064270 |
| 2016-08-01 | 14.39128861537950 |
| 2016-09-01 | 14.31824882326280 |
| 2016-10-01 | 14.51013681453480 |
| 2016-11-01 | 14.59980111126600 |
| 2016-12-01 | 14.68572082075490 |
| 2017-01-01 | 14.46962290717650 |
| 2017-02-01 | 14.80156469078400 |
| 2017-03-01 | 14.73648610938010 |
| 2017-04-01 | 15.25899416367860 |
| 2017-05-01 | 14.89508023309970 |
| 2017-06-01 | 14.95699279490710 |
| 2017-07-01 | 15.14677777247990 |
| 2017-08-01 | 15.07663500710780 |
| 2017-09-01 | 15.25293280884820 |
| 2017-10-01 | 15.30349515638950 |
| 2017-11-01 | 15.18519948818200 |
| 2017-12-01 | 15.39336442536770 |
| 2018-01-01 | 15.45558614013780 |
| 2018-02-01 | 15.32813667243700 |
| 2018-03-01 | 15.51144207003880 |
| 2018-04-01 | 15.49521619861180 |
| 2018-05-01 | 15.57545191520410 |
| 2018-06-01 | 15.64522349661160 |
| 2018-07-01 | 15.53657642560700 |
| 2018-08-01 | 15.66416678979010 |
| 2018-09-01 | 15.80169874327190 |
| 2018-10-01 | 15.69832961074530 |
| 2018-11-01 | 15.76405946556110 |
| 2018-12-01 | 15.71027738570550 |
| 2019-01-01 | 15.62501568504200 |
| 2019-02-01 | 15.64247738189870 |
| 2019-03-01 | 15.90071814094460 |
| 2019-04-01 | 15.75678297006500 |
| 2019-05-01 | 15.64983642773120 |
| 2019-06-01 | 15.71180950635440 |
| 2019-07-01 | 15.62118415160160 |
| 2019-08-01 | 15.64909067022690 |
| 2019-09-01 | 15.65075075662640 |
| 2019-10-01 | 15.81552029247800 |
| 2019-11-01 | 15.34093418766700 |
| 2019-12-01 | 15.94712752529120 |
| 2020-01-01 | 16.39291815730850 |
| 2020-02-01 | 15.94313183949960 |
| 2020-03-01 | 15.77802412354930 |
| 2020-04-01 | 7.73577118569238 |
| 2020-05-01 | 9.51304061210686 |
| 2020-06-01 | 11.13514544950570 |
| 2020-07-01 | 11.49784421279960 |
| 2020-08-01 | 11.94027651084990 |
| 2020-09-01 | 12.34066925890650 |
| 2020-10-01 | 12.94028159741600 |
| 2020-11-01 | 12.84364068357200 |
| 2020-12-01 | 12.89020177614680 |
| 2021-01-01 | 13.03937833195870 |
| 2021-02-01 | 13.34054008256550 |
| 2021-03-01 | 13.55244620185850 |
| 2021-04-01 | 14.22070106656130 |
| 2021-05-01 | 14.43431855206930 |
| 2021-06-01 | 14.85188502838110 |
| 2021-07-01 | 15.37803478262620 |
| 2021-08-01 | 15.32855958707100 |
| 2021-09-01 | 15.22808206384700 |
| 2021-10-01 | 15.98695338978490 |
| 2021-11-01 | 15.78337246485810 |
| 2021-12-01 | 15.53909708328880 |
| 2022-01-01 | 15.96965654460600 |
| 2022-02-01 | 16.05994623870710 |
| 2022-03-01 | 16.02392797333140 |
| 2022-04-01 | 15.89586321436310 |
| 2022-05-01 | 15.81513860831110 |
| 2022-06-01 | 15.55316816188000 |
| 2022-07-01 | 16.04084578801390 |
| 2022-08-01 | 16.12095060776630 |
| 2022-09-01 | 16.33987373244580 |
| 2022-10-01 | 16.23513412076150 |
| 2022-11-01 | 16.37304797401450 |
| 2022-12-01 | 16.49614113633280 |
| 2023-01-01 | 16.36559161254640 |
| 2023-02-01 | 16.59472040637170 |
| 2023-03-01 | 16.48014471964620 |
| 2023-04-01 | 16.17657962729530 |
| 2023-05-01 | 16.17565545185310 |
| 2023-06-01 | 16.26485780241410 |
| 2023-07-01 | 16.01033575817150 |
| 2023-08-01 | 16.10047785042280 |
| 2023-09-01 | 16.01544547571310 |
| 2023-10-01 | 16.38500444606650 |
| 2023-11-01 | 16.49426147737390 |
| 2023-12-01 | 16.55956303830370 |
| 2024-01-01 | 16.47085419033060 |
| 2024-02-01 | 16.44969208514980 |
| 2024-03-01 | 16.62936806343310 |
| 2024-04-01 | 17.05576667111500 |
| 2024-05-01 | 16.93197195062280 |
| 2024-06-01 | 17.27741509656240 |
| 2024-07-01 | 16.76940310600020 |
| 2024-08-01 | 16.86118694189980 |
| 2024-09-01 | 16.99059829244450 |
| 2024-10-01 | 16.81018765823590 |
| 2024-11-01 | 16.82197547988510 |
| 2024-12-01 | 16.92714734392810 |
| 2025-01-01 | 17.08844281762810 |
| 2025-02-01 | 16.92319006432370 |
| 2025-03-01 | 16.99857568087030 |
| 2025-04-01 | 17.13790929476830 |
| 2025-05-01 | 17.19570819622740 |
| 2025-06-01 | 17.00556213927810 |
| 2025-07-01 | 17.11311929810090 |
| 2025-08-01 | 17.09460216139320 |
| 2025-09-01 | 17.01793195453810 |
| 2025-10-01 | 17.12563630194020 |
| 2025-11-01 | 17.14483073479540 |
| 2025-12-01 | 17.21018580448490 |
| 2026-01-01 | 17.33597389173300 |
| 2026-02-01 | 17.31718600574320 |
| 2026-03-01 | 17.19202497519090 |
| 2026-04-01 | 17.01724533862010 |
| 2026-05-01 | 16.97219321962170 |
| 2026-06-01 | 16.92843733282230 |