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 2026-09-01 |
| Last Updated | 2026-10-20 9:44 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 | 8.7086175811 |
| 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 | 8.5156137588 |
| 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 | 9.2073922716 |
| 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 | 9.3910072796 |
| 1994-06-01 | 9.4063567419 |
| 1994-07-01 | 9.2851391181 |
| 1994-08-01 | 9.4152959599 |
| 1994-09-01 | 9.1222749520 |
| 1994-10-01 | 9.9836760318 |
| 1994-11-01 | 9.9856212664 |
| 1994-12-01 | 9.8084311950 |
| 1995-01-01 | 9.8783525928 |
| 1995-02-01 | 10.1174940650 |
| 1995-03-01 | 9.9143656513 |
| 1995-04-01 | 10.3308798397 |
| 1995-05-01 | 10.1767872688 |
| 1995-06-01 | 10.1738017855 |
| 1995-07-01 | 10.3078096861 |
| 1995-08-01 | 10.1281173054 |
| 1995-09-01 | 10.4241290123 |
| 1995-10-01 | 10.5295432715 |
| 1995-11-01 | 10.4554946223 |
| 1995-12-01 | 10.2174290586 |
| 1996-01-01 | 10.4962659652 |
| 1996-02-01 | 10.5132329599 |
| 1996-03-01 | 10.7832392274 |
| 1996-04-01 | 10.8493766077 |
| 1996-05-01 | 11.0756855856 |
| 1996-06-01 | 10.9416788258 |
| 1996-07-01 | 10.8876783125 |
| 1996-08-01 | 11.0285096417 |
| 1996-09-01 | 10.9234120078 |
| 1996-10-01 | 10.9867371802 |
| 1996-11-01 | 10.9289716569 |
| 1996-12-01 | 11.1499046452 |
| 1997-01-01 | 11.0151887537 |
| 1997-02-01 | 10.9097310563 |
| 1997-03-01 | 11.0569494039 |
| 1997-04-01 | 10.4731461557 |
| 1997-05-01 | 10.4650416588 |
| 1997-06-01 | 10.4908905486 |
| 1997-07-01 | 10.4468889422 |
| 1997-08-01 | 10.4160665587 |
| 1997-09-01 | 10.4375326401 |
| 1997-10-01 | 10.3821855388 |
| 1997-11-01 | 10.4384092531 |
| 1997-12-01 | 10.2470508478 |
| 1998-01-01 | 10.5173959675 |
| 1998-02-01 | 10.2990950368 |
| 1998-03-01 | 10.2114214430 |
| 1998-04-01 | 10.2150148390 |
| 1998-05-01 | 10.2740482436 |
| 1998-06-01 | 10.3505425867 |
| 1998-07-01 | 10.1756723530 |
| 1998-08-01 | 10.3051794558 |
| 1998-09-01 | 10.2521464450 |
| 1998-10-01 | 10.1010103420 |
| 1998-11-01 | 10.0644883807 |
| 1998-12-01 | 10.0369988730 |
| 1999-01-01 | 9.8934956101 |
| 1999-02-01 | 10.0978808229 |
| 1999-03-01 | 10.0320714856 |
| 1999-04-01 | 10.2500064636 |
| 1999-05-01 | 10.2805879902 |
| 1999-06-01 | 10.3264670690 |
| 1999-07-01 | 10.5266627384 |
| 1999-08-01 | 10.5049685566 |
| 1999-09-01 | 10.5744105072 |
| 1999-10-01 | 10.9386916489 |
| 1999-11-01 | 10.9992016708 |
| 1999-12-01 | 10.8086629833 |
| 2000-01-01 | 10.7432067920 |
| 2000-02-01 | 10.6730964682 |
| 2000-03-01 | 11.1117780812 |
| 2000-04-01 | 11.3871719495 |
| 2000-05-01 | 11.4042196388 |
| 2000-06-01 | 11.5482172866 |
| 2000-07-01 | 11.4832617499 |
| 2000-08-01 | 11.3179717050 |
| 2000-09-01 | 11.3054080347 |
| 2000-10-01 | 11.3805994432 |
| 2000-11-01 | 11.2208331978 |
| 2000-12-01 | 11.3935119274 |
| 2001-01-01 | 10.9664818831 |
| 2001-02-01 | 11.2398591922 |
| 2001-03-01 | 11.1458725322 |
| 2001-04-01 | 11.1254455326 |
| 2001-05-01 | 11.1179757570 |
| 2001-06-01 | 11.1794496825 |
| 2001-07-01 | 11.2860459490 |
| 2001-08-01 | 11.3541978784 |
| 2001-09-01 | 11.3538847740 |
| 2001-10-01 | 11.0173469973 |
| 2001-11-01 | 11.0392964499 |
| 2001-12-01 | 11.0673921455 |
| 2002-01-01 | 11.0717052440 |
| 2002-02-01 | 10.7839595328 |
| 2002-03-01 | 10.8529033256 |
| 2002-04-01 | 10.8567302851 |
| 2002-05-01 | 10.9582086186 |
| 2002-06-01 | 10.8406286848 |
| 2002-07-01 | 10.8094587647 |
| 2002-08-01 | 10.8874103140 |
| 2002-09-01 | 10.9945291247 |
| 2002-10-01 | 11.0396563725 |
| 2002-11-01 | 11.0292302990 |
| 2002-12-01 | 11.0592866589 |
| 2003-01-01 | 11.0973379849 |
| 2003-02-01 | 11.0451999960 |
| 2003-03-01 | 11.0558617366 |
| 2003-04-01 | 10.7640148596 |
| 2003-05-01 | 10.7843171506 |
| 2003-06-01 | 10.7865016650 |
| 2003-07-01 | 11.0590597937 |
| 2003-08-01 | 11.0334463000 |
| 2003-09-01 | 10.9338606381 |
| 2003-10-01 | 10.9405249278 |
| 2003-11-01 | 11.1026056342 |
| 2003-12-01 | 11.1580490283 |
| 2004-01-01 | 11.2580079122 |
| 2004-02-01 | 11.4127992520 |
| 2004-03-01 | 11.3690396221 |
| 2004-04-01 | 11.1540831124 |
| 2004-05-01 | 11.7157870492 |
| 2004-06-01 | 11.6302735024 |
| 2004-07-01 | 11.1967544629 |
| 2004-08-01 | 11.1745454249 |
| 2004-09-01 | 11.1696477815 |
| 2004-10-01 | 11.9166973169 |
| 2004-11-01 | 11.6630290608 |
| 2004-12-01 | 11.7545654198 |
| 2005-01-01 | 12.0582296186 |
| 2005-02-01 | 12.1024982392 |
| 2005-03-01 | 12.0119034439 |
| 2005-04-01 | 12.3428553552 |
| 2005-05-01 | 12.1305100199 |
| 2005-06-01 | 12.0413836265 |
| 2005-07-01 | 12.4428700186 |
| 2005-08-01 | 12.6173953521 |
| 2005-09-01 | 12.6870848082 |
| 2005-10-01 | 12.7895770691 |
| 2005-11-01 | 12.7241419050 |
| 2005-12-01 | 12.6282457252 |
| 2006-01-01 | 12.4569698915 |
| 2006-02-01 | 12.3989504947 |
| 2006-03-01 | 12.8028840513 |
| 2006-04-01 | 12.8541316109 |
| 2006-05-01 | 12.8520666142 |
| 2006-06-01 | 12.8678258404 |
| 2006-07-01 | 12.8759243321 |
| 2006-08-01 | 12.7253288872 |
| 2006-09-01 | 12.6570642027 |
| 2006-10-01 | 12.6634456276 |
| 2006-11-01 | 12.7848186505 |
| 2006-12-01 | 12.7841404199 |
| 2007-01-01 | 12.9691031115 |
| 2007-02-01 | 13.1147503290 |
| 2007-03-01 | 13.4447917866 |
| 2007-04-01 | 13.3912045560 |
| 2007-05-01 | 13.4621103249 |
| 2007-06-01 | 13.5845063956 |
| 2007-07-01 | 13.4934274285 |
| 2007-08-01 | 13.4102774097 |
| 2007-09-01 | 13.3931002561 |
| 2007-10-01 | 13.6439081719 |
| 2007-11-01 | 13.4549733601 |
| 2007-12-01 | 13.5403376955 |
| 2008-01-01 | 13.4782468257 |
| 2008-02-01 | 13.4283477611 |
| 2008-03-01 | 13.4302493741 |
| 2008-04-01 | 13.5640317914 |
| 2008-05-01 | 13.1670276681 |
| 2008-06-01 | 12.8066875654 |
| 2008-07-01 | 12.9723462385 |
| 2008-08-01 | 13.0563936606 |
| 2008-09-01 | 13.0048502088 |
| 2008-10-01 | 12.8153813390 |
| 2008-11-01 | 12.9440805831 |
| 2008-12-01 | 12.9168980399 |
| 2009-01-01 | 12.1106706687 |
| 2009-02-01 | 12.6552400014 |
| 2009-03-01 | 12.5492618639 |
| 2009-04-01 | 12.3472220442 |
| 2009-05-01 | 12.3517010305 |
| 2009-06-01 | 12.1920350155 |
| 2009-07-01 | 12.2297603190 |
| 2009-08-01 | 12.2768236500 |
| 2009-09-01 | 12.3978669555 |
| 2009-10-01 | 12.2870480550 |
| 2009-11-01 | 12.4689489968 |
| 2009-12-01 | 12.4353543570 |
| 2010-01-01 | 12.7464733863 |
| 2010-02-01 | 12.5053540930 |
| 2010-03-01 | 12.2694926812 |
| 2010-04-01 | 12.4161563928 |
| 2010-05-01 | 12.2234672144 |
| 2010-06-01 | 12.2665352192 |
| 2010-07-01 | 12.2586054285 |
| 2010-08-01 | 12.1770533416 |
| 2010-09-01 | 11.8919231710 |
| 2010-10-01 | 12.2495784878 |
| 2010-11-01 | 12.5234339165 |
| 2010-12-01 | 12.2869515618 |
| 2011-01-01 | 12.2085660313 |
| 2011-02-01 | 12.2858654335 |
| 2011-03-01 | 12.1616827581 |
| 2011-04-01 | 12.1535174234 |
| 2011-05-01 | 12.2778990587 |
| 2011-06-01 | 12.1032090573 |
| 2011-07-01 | 12.2808213577 |
| 2011-08-01 | 12.2926112278 |
| 2011-09-01 | 12.2153453471 |
| 2011-10-01 | 12.2220534380 |
| 2011-11-01 | 12.3019522559 |
| 2011-12-01 | 12.2612492151 |
| 2012-01-01 | 12.2605839886 |
| 2012-02-01 | 12.3666746573 |
| 2012-03-01 | 12.3933233877 |
| 2012-04-01 | 12.5652830495 |
| 2012-05-01 | 12.7294128294 |
| 2012-06-01 | 12.8374194348 |
| 2012-07-01 | 12.6271292279 |
| 2012-08-01 | 12.5365254611 |
| 2012-09-01 | 12.4846269307 |
| 2012-10-01 | 12.2025995590 |
| 2012-11-01 | 11.7726423024 |
| 2012-12-01 | 11.6247465501 |
| 2013-01-01 | 12.9019355914 |
| 2013-02-01 | 12.7250611149 |
| 2013-03-01 | 12.7789498283 |
| 2013-04-01 | 12.7386737958 |
| 2013-05-01 | 12.6871174857 |
| 2013-06-01 | 12.7954123883 |
| 2013-07-01 | 12.9204176123 |
| 2013-08-01 | 12.9177332449 |
| 2013-09-01 | 12.8926597782 |
| 2013-10-01 | 12.9010152494 |
| 2013-11-01 | 12.8180883105 |
| 2013-12-01 | 12.9567789605 |
| 2014-01-01 | 12.9119314389 |
| 2014-02-01 | 12.8410276369 |
| 2014-03-01 | 12.9248304543 |
| 2014-04-01 | 12.7844727118 |
| 2014-05-01 | 13.1757129316 |
| 2014-06-01 | 13.2108403962 |
| 2014-07-01 | 13.1531749765 |
| 2014-08-01 | 13.1415599591 |
| 2014-09-01 | 13.2264809887 |
| 2014-10-01 | 13.2074781239 |
| 2014-11-01 | 13.2222994391 |
| 2014-12-01 | 13.0355152219 |
| 2015-01-01 | 13.3039675475 |
| 2015-02-01 | 13.2193633389 |
| 2015-03-01 | 13.2621556704 |
| 2015-04-01 | 13.1092601674 |
| 2015-05-01 | 13.0881448235 |
| 2015-06-01 | 13.2673290257 |
| 2015-07-01 | 13.0295932326 |
| 2015-08-01 | 13.1061731895 |
| 2015-09-01 | 13.0700139228 |
| 2015-10-01 | 13.1129079354 |
| 2015-11-01 | 13.1801963054 |
| 2015-12-01 | 13.1767092891 |
| 2016-01-01 | 13.2868212066 |
| 2016-02-01 | 13.8694395367 |
| 2016-03-01 | 13.3877690636 |
| 2016-04-01 | 13.8307181741 |
| 2016-05-01 | 14.0360964114 |
| 2016-06-01 | 13.8528672365 |
| 2016-07-01 | 14.2312309120 |
| 2016-08-01 | 14.3912798749 |
| 2016-09-01 | 14.3182461079 |
| 2016-10-01 | 14.5101417982 |
| 2016-11-01 | 14.5998067275 |
| 2016-12-01 | 14.6857498407 |
| 2017-01-01 | 14.4696550791 |
| 2017-02-01 | 14.8015865810 |
| 2017-03-01 | 14.7365339123 |
| 2017-04-01 | 15.2589533899 |
| 2017-05-01 | 14.8950276700 |
| 2017-06-01 | 14.9569362319 |
| 2017-07-01 | 15.1467282698 |
| 2017-08-01 | 15.0766097498 |
| 2017-09-01 | 15.2529386485 |
| 2017-10-01 | 15.3035474893 |
| 2017-11-01 | 15.1852373917 |
| 2017-12-01 | 15.3934226229 |
| 2018-01-01 | 15.4556568974 |
| 2018-02-01 | 15.3281974964 |
| 2018-03-01 | 15.5115259545 |
| 2018-04-01 | 15.4951407941 |
| 2018-05-01 | 15.5753846451 |
| 2018-06-01 | 15.6451410041 |
| 2018-07-01 | 15.5360165920 |
| 2018-08-01 | 15.6640968780 |
| 2018-09-01 | 15.8021498756 |
| 2018-10-01 | 15.6984541303 |
| 2018-11-01 | 15.7640489423 |
| 2018-12-01 | 15.7105593667 |
| 2019-01-01 | 15.6251090799 |
| 2019-02-01 | 15.6425778404 |
| 2019-03-01 | 15.9008148286 |
| 2019-04-01 | 15.7566443400 |
| 2019-05-01 | 15.6496693092 |
| 2019-06-01 | 15.7115406757 |
| 2019-07-01 | 15.6200295321 |
| 2019-08-01 | 15.6489411388 |
| 2019-09-01 | 15.6516735218 |
| 2019-10-01 | 15.8158015534 |
| 2019-11-01 | 15.3410008862 |
| 2019-12-01 | 15.9477613546 |
| 2020-01-01 | 16.3931529452 |
| 2020-02-01 | 15.9433786368 |
| 2020-03-01 | 15.7781660669 |
| 2020-04-01 | 7.7355057409 |
| 2020-05-01 | 9.5125871694 |
| 2020-06-01 | 11.1343886059 |
| 2020-07-01 | 11.4957054469 |
| 2020-08-01 | 11.9396393018 |
| 2020-09-01 | 12.3431783295 |
| 2020-10-01 | 12.9405088525 |
| 2020-11-01 | 12.8437603186 |
| 2020-12-01 | 12.8912686982 |
| 2021-01-01 | 13.0400406609 |
| 2021-02-01 | 13.3413605215 |
| 2021-03-01 | 13.5531104737 |
| 2021-04-01 | 14.2191330988 |
| 2021-05-01 | 14.4344006800 |
| 2021-06-01 | 14.8508641934 |
| 2021-07-01 | 15.3712060492 |
| 2021-08-01 | 15.3285449153 |
| 2021-09-01 | 15.2327105337 |
| 2021-10-01 | 15.9878750523 |
| 2021-11-01 | 15.7842473273 |
| 2021-12-01 | 15.5409521190 |
| 2022-01-01 | 15.9711054366 |
| 2022-02-01 | 16.0613942015 |
| 2022-03-01 | 16.0248771283 |
| 2022-04-01 | 15.8924491073 |
| 2022-05-01 | 15.8150042767 |
| 2022-06-01 | 15.5512221416 |
| 2022-07-01 | 16.0288820674 |
| 2022-08-01 | 16.1215721150 |
| 2022-09-01 | 16.3470846126 |
| 2022-10-01 | 16.2374693916 |
| 2022-11-01 | 16.3754388678 |
| 2022-12-01 | 16.4993839793 |
| 2023-01-01 | 16.3682794474 |
| 2023-02-01 | 16.5969660586 |
| 2023-03-01 | 16.4811809407 |
| 2023-04-01 | 16.1708325419 |
| 2023-05-01 | 16.1742999941 |
| 2023-06-01 | 16.2601313953 |
| 2023-07-01 | 15.9883756567 |
| 2023-08-01 | 16.1067198828 |
| 2023-09-01 | 16.0269658653 |
| 2023-10-01 | 16.3908790699 |
| 2023-11-01 | 16.4992443715 |
| 2023-12-01 | 16.5640583550 |
| 2024-01-01 | 16.4737713820 |
| 2024-02-01 | 16.4508938241 |
| 2024-03-01 | 16.6283722391 |
| 2024-04-01 | 17.0476417084 |
| 2024-05-01 | 16.9282608645 |
| 2024-06-01 | 17.2704387115 |
| 2024-07-01 | 16.7401251474 |
| 2024-08-01 | 16.8738640827 |
| 2024-09-01 | 17.0069128527 |
| 2024-10-01 | 16.8194052928 |
| 2024-11-01 | 16.8292015104 |
| 2024-12-01 | 16.9324131733 |
| 2025-01-01 | 17.0911553644 |
| 2025-02-01 | 16.9229837060 |
| 2025-03-01 | 16.9953620518 |
| 2025-04-01 | 17.1272189721 |
| 2025-05-01 | 17.1903565503 |
| 2025-06-01 | 16.9970251743 |
| 2025-07-01 | 17.0744019884 |
| 2025-08-01 | 17.1166736350 |
| 2025-09-01 | 17.0380949594 |
| 2025-10-01 | 17.1384296309 |
| 2025-11-01 | 17.1540386264 |
| 2025-12-01 | 17.2157823422 |
| 2026-01-01 | 17.3377362284 |
| 2026-02-01 | 17.3148276942 |
| 2026-03-01 | 17.1858073407 |
| 2026-04-01 | 17.0044675332 |
| 2026-05-01 | 16.9648190254 |
| 2026-06-01 | 16.9193916221 |
| 2026-07-01 | 16.9829318227 |
| 2026-08-01 | 16.9339888104 |
| 2026-09-01 | 16.9639785450 |