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 2024-10-01 |
| Last Updated | 2024-11-20 4:44 AM CST |
| 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 | 8.7086175812149910 |
| 1990-02-01 | 8.8860919899473690 |
| 1990-03-01 | 8.9528497159609900 |
| 1990-04-01 | 8.4296445763575800 |
| 1990-05-01 | 8.7339210162229400 |
| 1990-06-01 | 8.6638898750316300 |
| 1990-07-01 | 8.6785536988742700 |
| 1990-08-01 | 8.7484920615612190 |
| 1990-09-01 | 8.6017609368300310 |
| 1990-10-01 | 8.1066840662382200 |
| 1990-11-01 | 8.4196971006248890 |
| 1990-12-01 | 8.2594150613723800 |
| 1991-01-01 | 8.7126539882250800 |
| 1991-02-01 | 8.5079036319227900 |
| 1991-03-01 | 8.5485818073835900 |
| 1991-04-01 | 8.5156137587280400 |
| 1991-05-01 | 8.4317823971937000 |
| 1991-06-01 | 8.4565756704047400 |
| 1991-07-01 | 8.6938088786076600 |
| 1991-08-01 | 8.7705878810163610 |
| 1991-09-01 | 8.9045665085552410 |
| 1991-10-01 | 8.9798487793376800 |
| 1991-11-01 | 9.2001948949559380 |
| 1991-12-01 | 9.0484806814076600 |
| 1992-01-01 | 9.2180670394962900 |
| 1992-02-01 | 9.3365266893625200 |
| 1992-03-01 | 9.1713250410418600 |
| 1992-04-01 | 9.3831596753845300 |
| 1992-05-01 | 9.4271581862542210 |
| 1992-06-01 | 9.4458037843793600 |
| 1992-07-01 | 9.3176479129136200 |
| 1992-08-01 | 9.3197828667812800 |
| 1992-09-01 | 9.2073922715655100 |
| 1992-10-01 | 9.0242021232731790 |
| 1992-11-01 | 9.0622925651433480 |
| 1992-12-01 | 9.4348436514359700 |
| 1993-01-01 | 9.3401204287875700 |
| 1993-02-01 | 9.1696681375612700 |
| 1993-03-01 | 9.4126723531285190 |
| 1993-04-01 | 9.2436521823476080 |
| 1993-05-01 | 9.5059312860110400 |
| 1993-06-01 | 9.6269328356520700 |
| 1993-07-01 | 9.7591419960774000 |
| 1993-08-01 | 9.6694182878318390 |
| 1993-09-01 | 9.3164490104706700 |
| 1993-10-01 | 9.7601265062337600 |
| 1993-11-01 | 9.6255356821816000 |
| 1993-12-01 | 9.8130363578118000 |
| 1994-01-01 | 9.5550589746542300 |
| 1994-02-01 | 9.4986101836673490 |
| 1994-03-01 | 9.6606509180087300 |
| 1994-04-01 | 9.6283320769881700 |
| 1994-05-01 | 9.3910072825037500 |
| 1994-06-01 | 9.4063567446742110 |
| 1994-07-01 | 9.2851391187877300 |
| 1994-08-01 | 9.4152959587892000 |
| 1994-09-01 | 9.1222749471659400 |
| 1994-10-01 | 9.9836760265084620 |
| 1994-11-01 | 9.9856212625303580 |
| 1994-12-01 | 9.8084311945409500 |
| 1995-01-01 | 9.8783525891472700 |
| 1995-02-01 | 10.1174940716529000 |
| 1995-03-01 | 9.9143656807988110 |
| 1995-04-01 | 10.3308798265353020 |
| 1995-05-01 | 10.1767872754441000 |
| 1995-06-01 | 10.1738017884614000 |
| 1995-07-01 | 10.3078096803023000 |
| 1995-08-01 | 10.1281172911751000 |
| 1995-09-01 | 10.4241289924586980 |
| 1995-10-01 | 10.5295432583105000 |
| 1995-11-01 | 10.4554946248195000 |
| 1995-12-01 | 10.2174290803961000 |
| 1996-01-01 | 10.4962659843037000 |
| 1996-02-01 | 10.5132329908740000 |
| 1996-03-01 | 10.7832392672691990 |
| 1996-04-01 | 10.8493765532996000 |
| 1996-05-01 | 11.0756855474905990 |
| 1996-06-01 | 10.9416787942330000 |
| 1996-07-01 | 10.8876782969188000 |
| 1996-08-01 | 11.0285096526001000 |
| 1996-09-01 | 10.9234120481045000 |
| 1996-10-01 | 10.9867371426423000 |
| 1996-11-01 | 10.9289716230823990 |
| 1996-12-01 | 11.1499047066459020 |
| 1997-01-01 | 11.0151890066938020 |
| 1997-02-01 | 10.9097310636875980 |
| 1997-03-01 | 11.0569493699281000 |
| 1997-04-01 | 10.4731459916210000 |
| 1997-05-01 | 10.4650415076918000 |
| 1997-06-01 | 10.4908902797535000 |
| 1997-07-01 | 10.4468889484567000 |
| 1997-08-01 | 10.4160666877752000 |
| 1997-09-01 | 10.4375328654108020 |
| 1997-10-01 | 10.3821855940371000 |
| 1997-11-01 | 10.4384092579536000 |
| 1997-12-01 | 10.2470509613863000 |
| 1998-01-01 | 10.5173964497484000 |
| 1998-02-01 | 10.2990949761461000 |
| 1998-03-01 | 10.2114212700851980 |
| 1998-04-01 | 10.2150144589172000 |
| 1998-05-01 | 10.2740478779619000 |
| 1998-06-01 | 10.3505419626063020 |
| 1998-07-01 | 10.1756721597856980 |
| 1998-08-01 | 10.3051793217354000 |
| 1998-09-01 | 10.2521483974392000 |
| 1998-10-01 | 10.1010113747755990 |
| 1998-11-01 | 10.0644875965283020 |
| 1998-12-01 | 10.0369982222523000 |
| 1999-01-01 | 9.8934956666099700 |
| 1999-02-01 | 10.0978802632296000 |
| 1999-03-01 | 10.0320710254760000 |
| 1999-04-01 | 10.2500061494304000 |
| 1999-05-01 | 10.2805881290123010 |
| 1999-06-01 | 10.3264671601482000 |
| 1999-07-01 | 10.5266634839875000 |
| 1999-08-01 | 10.5049689352285000 |
| 1999-09-01 | 10.5744142093610000 |
| 1999-10-01 | 10.9386924018406990 |
| 1999-11-01 | 10.9991977012820000 |
| 1999-12-01 | 10.8086590612204000 |
| 2000-01-01 | 10.7432049360440000 |
| 2000-02-01 | 10.6730959734034000 |
| 2000-03-01 | 11.1117794549317000 |
| 2000-04-01 | 11.3871744978854000 |
| 2000-05-01 | 11.4042227826266000 |
| 2000-06-01 | 11.5482197943880000 |
| 2000-07-01 | 11.4832637833575000 |
| 2000-08-01 | 11.3179720125364990 |
| 2000-09-01 | 11.3054125498065990 |
| 2000-10-01 | 11.3805977894120000 |
| 2000-11-01 | 11.2208228618238000 |
| 2000-12-01 | 11.3935018589191000 |
| 2001-01-01 | 10.9664762182297000 |
| 2001-02-01 | 11.2398572625091000 |
| 2001-03-01 | 11.1458723070359990 |
| 2001-04-01 | 11.1254723785149000 |
| 2001-05-01 | 11.1179783266030000 |
| 2001-06-01 | 11.1794488618963000 |
| 2001-07-01 | 11.2860333080751990 |
| 2001-08-01 | 11.3542039459740000 |
| 2001-09-01 | 11.3539046240599000 |
| 2001-10-01 | 11.0173533909583000 |
| 2001-11-01 | 11.0392877386696000 |
| 2001-12-01 | 11.0673780555713000 |
| 2002-01-01 | 11.0716824199418000 |
| 2002-02-01 | 10.7839251200169010 |
| 2002-03-01 | 10.8528605756945000 |
| 2002-04-01 | 10.8568860953079010 |
| 2002-05-01 | 10.9581834290279010 |
| 2002-06-01 | 10.8405523934273000 |
| 2002-07-01 | 10.8094392726921000 |
| 2002-08-01 | 10.8874404716141980 |
| 2002-09-01 | 10.9945903899984000 |
| 2002-10-01 | 11.0397024059988000 |
| 2002-11-01 | 11.0292522728851980 |
| 2002-12-01 | 11.0592783338219000 |
| 2003-01-01 | 11.0972834871914010 |
| 2003-02-01 | 11.0450997949843000 |
| 2003-03-01 | 11.0557355635793030 |
| 2003-04-01 | 10.7642663156185010 |
| 2003-05-01 | 10.7842485219923020 |
| 2003-06-01 | 10.7863523059330980 |
| 2003-07-01 | 11.0590458670283010 |
| 2003-08-01 | 11.0335073132574000 |
| 2003-09-01 | 10.9339831843941000 |
| 2003-10-01 | 10.9406496260043000 |
| 2003-11-01 | 11.1027025025897000 |
| 2003-12-01 | 11.1581302368486000 |
| 2004-01-01 | 11.2580681698581000 |
| 2004-02-01 | 11.4128395086444000 |
| 2004-03-01 | 11.3678124669814020 |
| 2004-04-01 | 11.1546283730602000 |
| 2004-05-01 | 11.7158467728368000 |
| 2004-06-01 | 11.6301613505563000 |
| 2004-07-01 | 11.1968228304378010 |
| 2004-08-01 | 11.1746849116967000 |
| 2004-09-01 | 11.1698465529525000 |
| 2004-10-01 | 11.9168953605864000 |
| 2004-11-01 | 11.6631932124936000 |
| 2004-12-01 | 11.7547123629539990 |
| 2005-01-01 | 12.0583625802803990 |
| 2005-02-01 | 12.1026268809540980 |
| 2005-03-01 | 12.0095214825153020 |
| 2005-04-01 | 12.3437085121486000 |
| 2005-05-01 | 12.1306656471501000 |
| 2005-06-01 | 12.0414307135576980 |
| 2005-07-01 | 12.4430197387923000 |
| 2005-08-01 | 12.6176288909346980 |
| 2005-09-01 | 12.6873733305029980 |
| 2005-10-01 | 12.7898758337206000 |
| 2005-11-01 | 12.7244285683582000 |
| 2005-12-01 | 12.6285457715068000 |
| 2006-01-01 | 12.4566974544368010 |
| 2006-02-01 | 12.3992786698790010 |
| 2006-03-01 | 12.7994438793255000 |
| 2006-04-01 | 12.8553360034950990 |
| 2006-05-01 | 12.8523592246367000 |
| 2006-06-01 | 12.8680627536816000 |
| 2006-07-01 | 12.8761836144720010 |
| 2006-08-01 | 12.7256630979859000 |
| 2006-09-01 | 12.6574234099543000 |
| 2006-10-01 | 12.6638056424075990 |
| 2006-11-01 | 12.7851815555634000 |
| 2006-12-01 | 12.7845034480124000 |
| 2007-01-01 | 12.9681507386897000 |
| 2007-02-01 | 13.1151065645001990 |
| 2007-03-01 | 13.4413787066260000 |
| 2007-04-01 | 13.3924847366988010 |
| 2007-05-01 | 13.4624606367484000 |
| 2007-06-01 | 13.5849558623311000 |
| 2007-07-01 | 13.4937469711728000 |
| 2007-08-01 | 13.4106030577500000 |
| 2007-09-01 | 13.3933772476409000 |
| 2007-10-01 | 13.6441779728164000 |
| 2007-11-01 | 13.4554206601378000 |
| 2007-12-01 | 13.5407132279886000 |
| 2008-01-01 | 13.4766792369029000 |
| 2008-02-01 | 13.4289040389125990 |
| 2008-03-01 | 13.4270976782780000 |
| 2008-04-01 | 13.5654179817063000 |
| 2008-05-01 | 13.1676120111609000 |
| 2008-06-01 | 12.8073534979000000 |
| 2008-07-01 | 12.9726818549356010 |
| 2008-08-01 | 13.0565562695990990 |
| 2008-09-01 | 13.0048081572911000 |
| 2008-10-01 | 12.8152901260538010 |
| 2008-11-01 | 12.9443912101492000 |
| 2008-12-01 | 12.9171007335756000 |
| 2009-01-01 | 12.1089121000211000 |
| 2009-02-01 | 12.6558625540977000 |
| 2009-03-01 | 12.5474340424868000 |
| 2009-04-01 | 12.3484749156454980 |
| 2009-05-01 | 12.3522115967476990 |
| 2009-06-01 | 12.1939629181911000 |
| 2009-07-01 | 12.2296373267343000 |
| 2009-08-01 | 12.2761634537835000 |
| 2009-09-01 | 12.3982685900789000 |
| 2009-10-01 | 12.2852573504532000 |
| 2009-11-01 | 12.4686417092650980 |
| 2009-12-01 | 12.4344666224094010 |
| 2010-01-01 | 12.7460946635359000 |
| 2010-02-01 | 12.5068025271860000 |
| 2010-03-01 | 12.2693033910949010 |
| 2010-04-01 | 12.4172556475231990 |
| 2010-05-01 | 12.2237881555843020 |
| 2010-06-01 | 12.2693997101591000 |
| 2010-07-01 | 12.2580969776579990 |
| 2010-08-01 | 12.1754175991188000 |
| 2010-09-01 | 11.8926228804068010 |
| 2010-10-01 | 12.2459367661825000 |
| 2010-11-01 | 12.5222452327780010 |
| 2010-12-01 | 12.2849008291340990 |
| 2011-01-01 | 12.2101906477009020 |
| 2011-02-01 | 12.2882947275133020 |
| 2011-03-01 | 12.1633611160589000 |
| 2011-04-01 | 12.1537221852263000 |
| 2011-05-01 | 12.2779859269507000 |
| 2011-06-01 | 12.1070933485893000 |
| 2011-07-01 | 12.2800104166347000 |
| 2011-08-01 | 12.2900980959139990 |
| 2011-09-01 | 12.2165719573149990 |
| 2011-10-01 | 12.2169339694651010 |
| 2011-11-01 | 12.3003406009119020 |
| 2011-12-01 | 12.2561557344436000 |
| 2012-01-01 | 12.2649481392697000 |
| 2012-02-01 | 12.3706003813560000 |
| 2012-03-01 | 12.3960535864098010 |
| 2012-04-01 | 12.5649547973146980 |
| 2012-05-01 | 12.7295778982877000 |
| 2012-06-01 | 12.8410321214635990 |
| 2012-07-01 | 12.6263931024658010 |
| 2012-08-01 | 12.5338209672271980 |
| 2012-09-01 | 12.4856889153752000 |
| 2012-10-01 | 12.1973720835295010 |
| 2012-11-01 | 11.7709267799740010 |
| 2012-12-01 | 11.6173993455095000 |
| 2013-01-01 | 12.9073337809320000 |
| 2013-02-01 | 12.7295610559674000 |
| 2013-03-01 | 12.7836569703416000 |
| 2013-04-01 | 12.7376403439609000 |
| 2013-05-01 | 12.6868483375365000 |
| 2013-06-01 | 12.7985752901441000 |
| 2013-07-01 | 12.9197810425780980 |
| 2013-08-01 | 12.9151980175957000 |
| 2013-09-01 | 12.8939987444704020 |
| 2013-10-01 | 12.8960978835017000 |
| 2013-11-01 | 12.8165123547848020 |
| 2013-12-01 | 12.9472272412478020 |
| 2014-01-01 | 12.9178445281156000 |
| 2014-02-01 | 12.8457133787511000 |
| 2014-03-01 | 12.9310844176195000 |
| 2014-04-01 | 12.7838083937839000 |
| 2014-05-01 | 13.1750231961878010 |
| 2014-06-01 | 13.2121325855457000 |
| 2014-07-01 | 13.1528072243638010 |
| 2014-08-01 | 13.1396230800604010 |
| 2014-09-01 | 13.2270601074017000 |
| 2014-10-01 | 13.2038467632059000 |
| 2014-11-01 | 13.2208901864300990 |
| 2014-12-01 | 13.0266747212486000 |
| 2015-01-01 | 13.3085362194594000 |
| 2015-02-01 | 13.2234350839442000 |
| 2015-03-01 | 13.2698145229026010 |
| 2015-04-01 | 13.1091944155440000 |
| 2015-05-01 | 13.0873112180591990 |
| 2015-06-01 | 13.2670571573178000 |
| 2015-07-01 | 13.0291284405993010 |
| 2015-08-01 | 13.1044657394933020 |
| 2015-09-01 | 13.0693871428652000 |
| 2015-10-01 | 13.1101862000176000 |
| 2015-11-01 | 13.1788614246939000 |
| 2015-12-01 | 13.1685228308329000 |
| 2016-01-01 | 13.2901618601815980 |
| 2016-02-01 | 13.8729325792495980 |
| 2016-03-01 | 13.3982988416505010 |
| 2016-04-01 | 13.8325997551955990 |
| 2016-05-01 | 14.0359796010007000 |
| 2016-06-01 | 13.8512261759325010 |
| 2016-07-01 | 14.2298247201619000 |
| 2016-08-01 | 14.3882521791593000 |
| 2016-09-01 | 14.3143336313943000 |
| 2016-10-01 | 14.5060116482216000 |
| 2016-11-01 | 14.5990837608051000 |
| 2016-12-01 | 14.6790735006411000 |
| 2017-01-01 | 14.4719412616708020 |
| 2017-02-01 | 14.8049978110916990 |
| 2017-03-01 | 14.7517198292930980 |
| 2017-04-01 | 15.2667986208225980 |
| 2017-05-01 | 14.8981604080382000 |
| 2017-06-01 | 14.9517930483885000 |
| 2017-07-01 | 15.1421504499624980 |
| 2017-08-01 | 15.0710420370596000 |
| 2017-09-01 | 15.2469690589774000 |
| 2017-10-01 | 15.2867716532781980 |
| 2017-11-01 | 15.1872452909270000 |
| 2017-12-01 | 15.3904840513416000 |
| 2018-01-01 | 15.4614706003056010 |
| 2018-02-01 | 15.3345825097754000 |
| 2018-03-01 | 15.5314066227250010 |
| 2018-04-01 | 15.5094099740666990 |
| 2018-05-01 | 15.5818773104945000 |
| 2018-06-01 | 15.6363230022778020 |
| 2018-07-01 | 15.5248082416506000 |
| 2018-08-01 | 15.6588667939220000 |
| 2018-09-01 | 15.7934596098624010 |
| 2018-10-01 | 15.6498089659521000 |
| 2018-11-01 | 15.7750148789777000 |
| 2018-12-01 | 15.7247973193079000 |
| 2019-01-01 | 15.6379269603063000 |
| 2019-02-01 | 15.6540717039450000 |
| 2019-03-01 | 15.9233259678745000 |
| 2019-04-01 | 15.7747841651875990 |
| 2019-05-01 | 15.6567515495549010 |
| 2019-06-01 | 15.6960808415455000 |
| 2019-07-01 | 15.6001254805574000 |
| 2019-08-01 | 15.6432726696071980 |
| 2019-09-01 | 15.6411524556456990 |
| 2019-10-01 | 15.7321315177576000 |
| 2019-11-01 | 15.3630394494216990 |
| 2019-12-01 | 15.9824618044569020 |
| 2020-01-01 | 16.4188823004283000 |
| 2020-02-01 | 15.9692290323838030 |
| 2020-03-01 | 15.8149541447090000 |
| 2020-04-01 | 7.7408434928715995 |
| 2020-05-01 | 9.5074894087563300 |
| 2020-06-01 | 11.1143899042078990 |
| 2020-07-01 | 11.4541430040412990 |
| 2020-08-01 | 11.9318389919716000 |
| 2020-09-01 | 12.3305159069826010 |
| 2020-10-01 | 12.8324285605030980 |
| 2020-11-01 | 12.8923738852882010 |
| 2020-12-01 | 12.9560167185213010 |
| 2021-01-01 | 13.0800040244460990 |
| 2021-02-01 | 13.3612995606470000 |
| 2021-03-01 | 13.5888224003239980 |
| 2021-04-01 | 14.2282829075076020 |
| 2021-05-01 | 14.4208566723030990 |
| 2021-06-01 | 14.8246624547718000 |
| 2021-07-01 | 15.3110110322168020 |
| 2021-08-01 | 15.3054353908289010 |
| 2021-09-01 | 15.2254852415536000 |
| 2021-10-01 | 15.8513604094184990 |
| 2021-11-01 | 15.8568501261692000 |
| 2021-12-01 | 15.6358281259995000 |
| 2022-01-01 | 16.0321683862206000 |
| 2022-02-01 | 16.0745871940691000 |
| 2022-03-01 | 16.0562737075084000 |
| 2022-04-01 | 15.9165714329656000 |
| 2022-05-01 | 15.8012570335714010 |
| 2022-06-01 | 15.5155977019911970 |
| 2022-07-01 | 15.9424180057372000 |
| 2022-08-01 | 16.0724869151437000 |
| 2022-09-01 | 16.3340935429023020 |
| 2022-10-01 | 16.0827942526648000 |
| 2022-11-01 | 16.4646246305439980 |
| 2022-12-01 | 16.6294824480208980 |
| 2023-01-01 | 16.4642621059095000 |
| 2023-02-01 | 16.5994795934528980 |
| 2023-03-01 | 16.4981156253584020 |
| 2023-04-01 | 16.8251233431611000 |
| 2023-05-01 | 16.5728236980469000 |
| 2023-06-01 | 16.4049368282213000 |
| 2023-07-01 | 15.7860573816345000 |
| 2023-08-01 | 15.9171285725013010 |
| 2023-09-01 | 15.7006017061707000 |
| 2023-10-01 | 15.7281043699972000 |
| 2023-11-01 | 15.6810794861024000 |
| 2023-12-01 | 15.8161916398413020 |
| 2024-01-01 | 16.2142201045569000 |
| 2024-02-01 | 15.8628951561195990 |
| 2024-03-01 | 15.8498961576855000 |
| 2024-04-01 | 15.5255780064154010 |
| 2024-05-01 | 15.6401509018280010 |
| 2024-06-01 | 15.5925950422075990 |
| 2024-07-01 | 15.5146328217747000 |
| 2024-08-01 | 15.6443179156644000 |
| 2024-09-01 | 15.6532417025677000 |
| 2024-10-01 | 15.8681796495903010 |
