Table Data - All Employees: Education and Health Services: Private Education and Health Services in Flagstaff, AZ (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Flagstaff, AZ (MSA) |
|---|---|
| Series ID | FLAG304EDUH |
| 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 3:01 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 | 3.27290942713863 |
| 1990-02-01 | 3.19829209608393 |
| 1990-03-01 | 3.26837926919141 |
| 1990-04-01 | 3.12867078270722 |
| 1990-05-01 | 3.12579256482374 |
| 1990-06-01 | 3.13672005751812 |
| 1990-07-01 | 3.14927118744533 |
| 1990-08-01 | 3.01685887015718 |
| 1990-09-01 | 3.13432510964086 |
| 1990-10-01 | 3.17574083557122 |
| 1990-11-01 | 3.24833805725822 |
| 1990-12-01 | 3.14325867003162 |
| 1991-01-01 | 3.27062306311721 |
| 1991-02-01 | 3.39611856490070 |
| 1991-03-01 | 3.37064007060439 |
| 1991-04-01 | 3.43488428417543 |
| 1991-05-01 | 3.42855459076190 |
| 1991-06-01 | 3.43970137354142 |
| 1991-07-01 | 3.44608869396181 |
| 1991-08-01 | 3.41372243630024 |
| 1991-09-01 | 3.42998139894528 |
| 1991-10-01 | 3.47808722051761 |
| 1991-11-01 | 3.44639002113711 |
| 1991-12-01 | 3.43991151317041 |
| 1992-01-01 | 3.47159336325682 |
| 1992-02-01 | 3.49147528487784 |
| 1992-03-01 | 3.57532190839002 |
| 1992-04-01 | 3.64190901359452 |
| 1992-05-01 | 3.63356506782368 |
| 1992-06-01 | 3.64041190912793 |
| 1992-07-01 | 3.64163260853058 |
| 1992-08-01 | 3.71107546582351 |
| 1992-09-01 | 3.72677931027356 |
| 1992-10-01 | 3.88357291695435 |
| 1992-11-01 | 3.74332672093443 |
| 1992-12-01 | 3.73943388017547 |
| 1993-01-01 | 3.77104441189553 |
| 1993-02-01 | 3.58319064703469 |
| 1993-03-01 | 3.67525718825988 |
| 1993-04-01 | 3.64932400186286 |
| 1993-05-01 | 3.73653951784776 |
| 1993-06-01 | 3.74035633044938 |
| 1993-07-01 | 3.74164044888853 |
| 1993-08-01 | 3.81031031928848 |
| 1993-09-01 | 3.82684729265904 |
| 1993-10-01 | 3.78962100190737 |
| 1993-11-01 | 3.74021005887979 |
| 1993-12-01 | 3.84444636771688 |
| 1994-01-01 | 3.76569561613900 |
| 1994-02-01 | 3.77180747689246 |
| 1994-03-01 | 3.77696884640773 |
| 1994-04-01 | 3.75609001970220 |
| 1994-05-01 | 3.73139195740739 |
| 1994-06-01 | 3.73290230086286 |
| 1994-07-01 | 3.84809189956108 |
| 1994-08-01 | 3.81327630354333 |
| 1994-09-01 | 3.83216946880997 |
| 1994-10-01 | 3.79591271610111 |
| 1994-11-01 | 3.84078927712510 |
| 1994-12-01 | 3.95136277755851 |
| 1995-01-01 | 3.76152235955608 |
| 1995-02-01 | 3.75960167487223 |
| 1995-03-01 | 3.67296801471610 |
| 1995-04-01 | 3.75791936847038 |
| 1995-05-01 | 3.71847381611381 |
| 1995-06-01 | 3.82354259780674 |
| 1995-07-01 | 3.85857580190904 |
| 1995-08-01 | 3.82069668511194 |
| 1995-09-01 | 3.84339953428490 |
| 1995-10-01 | 3.90231919745974 |
| 1995-11-01 | 4.04237895701980 |
| 1995-12-01 | 4.05795347236076 |
| 1996-01-01 | 4.16085952672512 |
| 1996-02-01 | 4.24686618855594 |
| 1996-03-01 | 4.26895322097095 |
| 1996-04-01 | 4.25527756326072 |
| 1996-05-01 | 4.30334551484529 |
| 1996-06-01 | 4.20549409915498 |
| 1996-07-01 | 4.26975155752789 |
| 1996-08-01 | 4.33394862108042 |
| 1996-09-01 | 4.36236844602569 |
| 1996-10-01 | 4.40291076444980 |
| 1996-11-01 | 4.34489303183826 |
| 1996-12-01 | 4.36228201026346 |
| 1997-01-01 | 4.46270023618912 |
| 1997-02-01 | 4.43937023525521 |
| 1997-03-01 | 4.46591706565245 |
| 1997-04-01 | 4.54578258883515 |
| 1997-05-01 | 4.58372966076413 |
| 1997-06-01 | 4.59075425822489 |
| 1997-07-01 | 4.58565705166262 |
| 1997-08-01 | 4.64888547651868 |
| 1997-09-01 | 4.68033704302616 |
| 1997-10-01 | 4.69821011304952 |
| 1997-11-01 | 4.75110950005010 |
| 1997-12-01 | 4.76195133424766 |
| 1998-01-01 | 4.75599069260564 |
| 1998-02-01 | 4.73454554235416 |
| 1998-03-01 | 4.86610221205025 |
| 1998-04-01 | 5.04075671403525 |
| 1998-05-01 | 4.97073993274934 |
| 1998-06-01 | 4.98042638135191 |
| 1998-07-01 | 4.90076402340251 |
| 1998-08-01 | 5.06078689009634 |
| 1998-09-01 | 5.09568404547046 |
| 1998-10-01 | 5.09279010602181 |
| 1998-11-01 | 5.15361360393759 |
| 1998-12-01 | 5.25097581973471 |
| 1999-01-01 | 5.24498145577405 |
| 1999-02-01 | 5.33579084697137 |
| 1999-03-01 | 5.36903906673975 |
| 1999-04-01 | 5.33722595156555 |
| 1999-05-01 | 5.36553033116964 |
| 1999-06-01 | 5.48482315313877 |
| 1999-07-01 | 5.51152155197983 |
| 1999-08-01 | 5.37164731488975 |
| 1999-09-01 | 5.50273234452265 |
| 1999-10-01 | 5.58673509516688 |
| 1999-11-01 | 5.55045931313416 |
| 1999-12-01 | 5.53631335961631 |
| 2000-01-01 | 5.52942553729397 |
| 2000-02-01 | 5.53619820674274 |
| 2000-03-01 | 5.57058710897741 |
| 2000-04-01 | 5.73782333460773 |
| 2000-05-01 | 5.77626256499403 |
| 2000-06-01 | 5.79745601700740 |
| 2000-07-01 | 5.82198668008281 |
| 2000-08-01 | 5.77621003529362 |
| 2000-09-01 | 5.90358861212342 |
| 2000-10-01 | 5.97829641440090 |
| 2000-11-01 | 6.04218898392228 |
| 2000-12-01 | 6.11991372560946 |
| 2001-01-01 | 6.31356486150335 |
| 2001-02-01 | 6.34031072146316 |
| 2001-03-01 | 6.37434916652747 |
| 2001-04-01 | 6.33496844331652 |
| 2001-05-01 | 6.38646410018821 |
| 2001-06-01 | 6.42097907329775 |
| 2001-07-01 | 6.43925661797089 |
| 2001-08-01 | 6.47548471816395 |
| 2001-09-01 | 6.39544745792861 |
| 2001-10-01 | 6.46487043671950 |
| 2001-11-01 | 6.53788181839763 |
| 2001-12-01 | 6.60777324039217 |
| 2002-01-01 | 6.60024603365934 |
| 2002-02-01 | 6.54155151349701 |
| 2002-03-01 | 6.27598542298606 |
| 2002-04-01 | 6.33301049630274 |
| 2002-05-01 | 6.39617782357121 |
| 2002-06-01 | 6.44721951758899 |
| 2002-07-01 | 6.56055035266453 |
| 2002-08-01 | 6.56535994813376 |
| 2002-09-01 | 6.68180338634575 |
| 2002-10-01 | 6.75327378466341 |
| 2002-11-01 | 6.83455692088042 |
| 2002-12-01 | 6.79876895152761 |
| 2003-01-01 | 6.49709272042340 |
| 2003-02-01 | 6.54651362885050 |
| 2003-03-01 | 6.57636932124917 |
| 2003-04-01 | 6.62956709836369 |
| 2003-05-01 | 6.59472040247386 |
| 2003-06-01 | 6.67181700101538 |
| 2003-07-01 | 6.67756087825896 |
| 2003-08-01 | 6.75717348566518 |
| 2003-09-01 | 6.76726347443584 |
| 2003-10-01 | 6.74325441237010 |
| 2003-11-01 | 6.73353533809948 |
| 2003-12-01 | 6.79807698046064 |
| 2004-01-01 | 6.90453615630512 |
| 2004-02-01 | 6.74732664321951 |
| 2004-03-01 | 6.67204716968520 |
| 2004-04-01 | 6.72695783539187 |
| 2004-05-01 | 6.68873078138972 |
| 2004-06-01 | 6.68587281667480 |
| 2004-07-01 | 6.69076502513236 |
| 2004-08-01 | 6.74854777381457 |
| 2004-09-01 | 6.75856086263894 |
| 2004-10-01 | 6.83621167092625 |
| 2004-11-01 | 6.83770499407430 |
| 2004-12-01 | 6.90061600673422 |
| 2005-01-01 | 6.91538055666360 |
| 2005-02-01 | 6.94935082386281 |
| 2005-03-01 | 6.96737139941112 |
| 2005-04-01 | 7.11798748560637 |
| 2005-05-01 | 7.07569593829512 |
| 2005-06-01 | 7.09603257787834 |
| 2005-07-01 | 6.99838587440207 |
| 2005-08-01 | 7.14550696735958 |
| 2005-09-01 | 7.15688906567143 |
| 2005-10-01 | 7.13505319160812 |
| 2005-11-01 | 7.14079842622525 |
| 2005-12-01 | 7.10917875257072 |
| 2006-01-01 | 7.12291814058491 |
| 2006-02-01 | 7.14532037158895 |
| 2006-03-01 | 7.16113196242666 |
| 2006-04-01 | 7.10865702664632 |
| 2006-05-01 | 7.16697891490309 |
| 2006-06-01 | 7.10266288566789 |
| 2006-07-01 | 7.09976143557976 |
| 2006-08-01 | 7.03999711035642 |
| 2006-09-01 | 7.06167784505810 |
| 2006-10-01 | 7.04509867983761 |
| 2006-11-01 | 7.04178758438416 |
| 2006-12-01 | 7.01757867664091 |
| 2007-01-01 | 7.02351217777886 |
| 2007-02-01 | 7.03716828241245 |
| 2007-03-01 | 7.15720280791706 |
| 2007-04-01 | 7.09441438827730 |
| 2007-05-01 | 7.16698605469775 |
| 2007-06-01 | 7.21351887524812 |
| 2007-07-01 | 7.19323806241814 |
| 2007-08-01 | 7.23896470986451 |
| 2007-09-01 | 7.26832564604066 |
| 2007-10-01 | 7.35626578643210 |
| 2007-11-01 | 7.33925127293412 |
| 2007-12-01 | 7.42382396841539 |
| 2008-01-01 | 7.42122063017005 |
| 2008-02-01 | 7.42853799543423 |
| 2008-03-01 | 7.45600659519029 |
| 2008-04-01 | 7.47973556128766 |
| 2008-05-01 | 7.47456323412567 |
| 2008-06-01 | 7.41872376792189 |
| 2008-07-01 | 7.48658549010930 |
| 2008-08-01 | 7.53822025547672 |
| 2008-09-01 | 7.57528139460064 |
| 2008-10-01 | 7.56743331719144 |
| 2008-11-01 | 7.64323219914031 |
| 2008-12-01 | 7.62345139433639 |
| 2009-01-01 | 7.81797220937434 |
| 2009-02-01 | 7.71589549956304 |
| 2009-03-01 | 7.75284045794876 |
| 2009-04-01 | 7.76686071689894 |
| 2009-05-01 | 7.78646616421774 |
| 2009-06-01 | 7.82466733502729 |
| 2009-07-01 | 7.88481775944968 |
| 2009-08-01 | 7.93978737318993 |
| 2009-09-01 | 7.87860809298720 |
| 2009-10-01 | 7.87484981536202 |
| 2009-11-01 | 7.94416762847789 |
| 2009-12-01 | 7.92007979064916 |
| 2010-01-01 | 8.11613189006135 |
| 2010-02-01 | 8.00700662933898 |
| 2010-03-01 | 7.95254778302236 |
| 2010-04-01 | 8.05988681330336 |
| 2010-05-01 | 7.99140126996000 |
| 2010-06-01 | 8.02664014420301 |
| 2010-07-01 | 8.18620072460722 |
| 2010-08-01 | 8.14198207639310 |
| 2010-09-01 | 8.18072321614330 |
| 2010-10-01 | 8.38298145810350 |
| 2010-11-01 | 8.24570528425847 |
| 2010-12-01 | 8.31490966735621 |
| 2011-01-01 | 8.31487366143597 |
| 2011-02-01 | 8.29852430435240 |
| 2011-03-01 | 8.35017793683925 |
| 2011-04-01 | 8.35472017119078 |
| 2011-05-01 | 8.38905004109390 |
| 2011-06-01 | 8.43133423317791 |
| 2011-07-01 | 8.39525481961896 |
| 2011-08-01 | 8.35000398056816 |
| 2011-09-01 | 8.38251930670114 |
| 2011-10-01 | 8.38648254053100 |
| 2011-11-01 | 8.34279596017250 |
| 2011-12-01 | 8.30377066402244 |
| 2012-01-01 | 8.41101860824762 |
| 2012-02-01 | 8.50090449050112 |
| 2012-03-01 | 8.54746519876003 |
| 2012-04-01 | 8.45154496521635 |
| 2012-05-01 | 8.48138848612759 |
| 2012-06-01 | 8.53666183716776 |
| 2012-07-01 | 8.50703303914422 |
| 2012-08-01 | 8.55659369743010 |
| 2012-09-01 | 8.58159065462626 |
| 2012-10-01 | 8.59050285223357 |
| 2012-11-01 | 8.64845346624575 |
| 2012-12-01 | 8.59252952747189 |
| 2013-01-01 | 8.60325370346580 |
| 2013-02-01 | 8.50181152338986 |
| 2013-03-01 | 8.63914708917363 |
| 2013-04-01 | 8.74646535577833 |
| 2013-05-01 | 8.87285598823037 |
| 2013-06-01 | 8.85164251792531 |
| 2013-07-01 | 8.92285044402752 |
| 2013-08-01 | 8.96029613477478 |
| 2013-09-01 | 8.97804593675848 |
| 2013-10-01 | 8.99219322401336 |
| 2013-11-01 | 9.05162706146157 |
| 2013-12-01 | 9.08545549246251 |
| 2014-01-01 | 9.09426508703505 |
| 2014-02-01 | 9.10686132059565 |
| 2014-03-01 | 9.13303466433982 |
| 2014-04-01 | 9.13916363739989 |
| 2014-05-01 | 9.16259912020454 |
| 2014-06-01 | 9.17142837290834 |
| 2014-07-01 | 9.12886929541947 |
| 2014-08-01 | 9.15981248944713 |
| 2014-09-01 | 9.17396837087491 |
| 2014-10-01 | 9.39579854410155 |
| 2014-11-01 | 9.36115277561291 |
| 2014-12-01 | 9.38551033890434 |
| 2015-01-01 | 9.48535920930449 |
| 2015-02-01 | 9.30701663839491 |
| 2015-03-01 | 9.32658187181941 |
| 2015-04-01 | 9.33167311153307 |
| 2015-05-01 | 9.25635041220154 |
| 2015-06-01 | 9.28451011942754 |
| 2015-07-01 | 9.33216919172138 |
| 2015-08-01 | 9.36030486419468 |
| 2015-09-01 | 9.37681396054983 |
| 2015-10-01 | 9.29166440694795 |
| 2015-11-01 | 9.26643059522177 |
| 2015-12-01 | 9.18480780706768 |
| 2016-01-01 | 9.38214929192228 |
| 2016-02-01 | 9.41449577941585 |
| 2016-03-01 | 9.42676886884886 |
| 2016-04-01 | 9.42422573565031 |
| 2016-05-01 | 9.45055222291852 |
| 2016-06-01 | 9.38508076780941 |
| 2016-07-01 | 9.42955634834515 |
| 2016-08-01 | 9.46115359997579 |
| 2016-09-01 | 9.48072614573472 |
| 2016-10-01 | 9.48714796374170 |
| 2016-11-01 | 9.47223582873055 |
| 2016-12-01 | 9.38742000419056 |
| 2017-01-01 | 9.48281223731196 |
| 2017-02-01 | 9.62232060441223 |
| 2017-03-01 | 9.53195169703782 |
| 2017-04-01 | 9.52088563817238 |
| 2017-05-01 | 9.54267126285511 |
| 2017-06-01 | 9.47319423401616 |
| 2017-07-01 | 9.52707475274907 |
| 2017-08-01 | 9.46344519116444 |
| 2017-09-01 | 9.48709452411262 |
| 2017-10-01 | 9.47922465697189 |
| 2017-11-01 | 9.46831047554570 |
| 2017-12-01 | 9.49440073152687 |
| 2018-01-01 | 9.18792404595354 |
| 2018-02-01 | 9.23815661257141 |
| 2018-03-01 | 9.24120819775158 |
| 2018-04-01 | 9.21574915024024 |
| 2018-05-01 | 9.23661076814881 |
| 2018-06-01 | 9.35537355888800 |
| 2018-07-01 | 9.32037409719772 |
| 2018-08-01 | 9.36329656434482 |
| 2018-09-01 | 9.29465997909468 |
| 2018-10-01 | 9.37234520454912 |
| 2018-11-01 | 9.46186302163116 |
| 2018-12-01 | 9.40498532597511 |
| 2019-01-01 | 9.29304371245469 |
| 2019-02-01 | 9.35595371950243 |
| 2019-03-01 | 9.34897223466221 |
| 2019-04-01 | 9.41135082234405 |
| 2019-05-01 | 9.43337694157212 |
| 2019-06-01 | 9.43557803243160 |
| 2019-07-01 | 9.41326548446742 |
| 2019-08-01 | 9.46401825599125 |
| 2019-09-01 | 9.50269252646697 |
| 2019-10-01 | 9.56707812994967 |
| 2019-11-01 | 9.64873876379420 |
| 2019-12-01 | 9.71792126595929 |
| 2020-01-01 | 9.69688552850898 |
| 2020-02-01 | 9.67564411318925 |
| 2020-03-01 | 9.65087334082247 |
| 2020-04-01 | 8.80276935012786 |
| 2020-05-01 | 9.03762116207830 |
| 2020-06-01 | 9.12259234858376 |
| 2020-07-01 | 9.00550287269810 |
| 2020-08-01 | 8.96220285771412 |
| 2020-09-01 | 9.00816033625964 |
| 2020-10-01 | 8.96858595003522 |
| 2020-11-01 | 8.94184688433906 |
| 2020-12-01 | 8.93120256717674 |
| 2021-01-01 | 8.99334184383163 |
| 2021-02-01 | 8.98516492337614 |
| 2021-03-01 | 9.04327239436958 |
| 2021-04-01 | 8.99519169951049 |
| 2021-05-01 | 8.94493247436577 |
| 2021-06-01 | 9.02189293133404 |
| 2021-07-01 | 8.99921955323779 |
| 2021-08-01 | 9.06154419824020 |
| 2021-09-01 | 9.01477817623696 |
| 2021-10-01 | 9.07157336196585 |
| 2021-11-01 | 9.03694146365590 |
| 2021-12-01 | 9.04730412245140 |
| 2022-01-01 | 8.98417744201907 |
| 2022-02-01 | 9.08737449053609 |
| 2022-03-01 | 9.02188819511261 |
| 2022-04-01 | 9.18918546183840 |
| 2022-05-01 | 9.25520415345116 |
| 2022-06-01 | 9.22922094710711 |
| 2022-07-01 | 9.29715473382942 |
| 2022-08-01 | 9.26411880977724 |
| 2022-09-01 | 9.32500962691182 |
| 2022-10-01 | 9.27213924434658 |
| 2022-11-01 | 9.33786342398742 |
| 2022-12-01 | 9.25777702102783 |
| 2023-01-01 | 9.27355925486971 |
| 2023-02-01 | 9.27546441639432 |
| 2023-03-01 | 9.30006206283094 |
| 2023-04-01 | 9.38934130223067 |
| 2023-05-01 | 9.36280661914641 |
| 2023-06-01 | 9.53994444522564 |
| 2023-07-01 | 9.69929134872253 |
| 2023-08-01 | 9.67053067144319 |
| 2023-09-01 | 9.73567932123710 |
| 2023-10-01 | 9.77271611097789 |
| 2023-11-01 | 9.83686295336756 |
| 2023-12-01 | 9.96251645233723 |
| 2024-01-01 | 10.16369159977440 |
| 2024-02-01 | 10.25968877710500 |
| 2024-03-01 | 10.08432353223950 |
| 2024-04-01 | 9.89068557593249 |
| 2024-05-01 | 9.96691820679493 |
| 2024-06-01 | 9.84854433611120 |
| 2024-07-01 | 10.00600901527640 |
| 2024-08-01 | 10.07852370358890 |
| 2024-09-01 | 10.04521440754970 |
| 2024-10-01 | 10.17292069967610 |
| 2024-11-01 | 10.24011358396760 |
| 2024-12-01 | 10.25898821882850 |
| 2025-01-01 | 10.35498827654450 |
| 2025-02-01 | 10.34055381925980 |
| 2025-03-01 | 10.47634893159650 |
| 2025-04-01 | 10.49451478108760 |
| 2025-05-01 | 10.56825547556470 |
| 2025-06-01 | 10.55627222884640 |
| 2025-07-01 | 10.51257708578620 |
| 2025-08-01 | 10.58494453369480 |
| 2025-09-01 | 10.65140013680590 |
| 2025-10-01 | 10.67207342942190 |
| 2025-11-01 | 10.64198970106270 |
| 2025-12-01 | 10.65677601692290 |
| 2026-01-01 | 10.64786508742190 |
| 2026-02-01 | 10.72866063375860 |
| 2026-03-01 | 10.67050476938830 |
| 2026-04-01 | 10.69740142288360 |