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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 3.27290942779010 |
| 1990-02-01 | 3.19829209613368 |
| 1990-03-01 | 3.26837926896695 |
| 1990-04-01 | 3.12867078262669 |
| 1990-05-01 | 3.12579256485073 |
| 1990-06-01 | 3.13672005743190 |
| 1990-07-01 | 3.14927118724692 |
| 1990-08-01 | 3.01685886983654 |
| 1990-09-01 | 3.13432510923044 |
| 1990-10-01 | 3.17574083503799 |
| 1990-11-01 | 3.24833805688680 |
| 1990-12-01 | 3.14325867139126 |
| 1991-01-01 | 3.27062306387159 |
| 1991-02-01 | 3.39611856508287 |
| 1991-03-01 | 3.37064007054959 |
| 1991-04-01 | 3.43488428412372 |
| 1991-05-01 | 3.42855459077972 |
| 1991-06-01 | 3.43970137334893 |
| 1991-07-01 | 3.44608869346742 |
| 1991-08-01 | 3.41372243583494 |
| 1991-09-01 | 3.42998139839334 |
| 1991-10-01 | 3.47808721986983 |
| 1991-11-01 | 3.44639002067462 |
| 1991-12-01 | 3.43991151499029 |
| 1992-01-01 | 3.47159336398712 |
| 1992-02-01 | 3.49147528492757 |
| 1992-03-01 | 3.57532191028315 |
| 1992-04-01 | 3.64190901296057 |
| 1992-05-01 | 3.63356506783370 |
| 1992-06-01 | 3.64041190819773 |
| 1992-07-01 | 3.64163260727649 |
| 1992-08-01 | 3.71107546491610 |
| 1992-09-01 | 3.72677930947880 |
| 1992-10-01 | 3.88357291623085 |
| 1992-11-01 | 3.74332672043300 |
| 1992-12-01 | 3.73943388264953 |
| 1993-01-01 | 3.77104441294125 |
| 1993-02-01 | 3.58319064752304 |
| 1993-03-01 | 3.67525719288896 |
| 1993-04-01 | 3.64932400188735 |
| 1993-05-01 | 3.73653951930833 |
| 1993-06-01 | 3.74035632113995 |
| 1993-07-01 | 3.74164044825375 |
| 1993-08-01 | 3.81031031894847 |
| 1993-09-01 | 3.82684729225434 |
| 1993-10-01 | 3.78962100154372 |
| 1993-11-01 | 3.74021005884807 |
| 1993-12-01 | 3.84444637084160 |
| 1994-01-01 | 3.76569561782875 |
| 1994-02-01 | 3.77180747806465 |
| 1994-03-01 | 3.77696885383395 |
| 1994-04-01 | 3.75609002017991 |
| 1994-05-01 | 3.73139195987848 |
| 1994-06-01 | 3.73290228259667 |
| 1994-07-01 | 3.84809189915794 |
| 1994-08-01 | 3.81327630338470 |
| 1994-09-01 | 3.83216946861418 |
| 1994-10-01 | 3.79591271634934 |
| 1994-11-01 | 3.84078927799585 |
| 1994-12-01 | 3.95136278153543 |
| 1995-01-01 | 3.76152236217307 |
| 1995-02-01 | 3.75960168101518 |
| 1995-03-01 | 3.67296802411371 |
| 1995-04-01 | 3.75791936581391 |
| 1995-05-01 | 3.71847382098039 |
| 1995-06-01 | 3.82354257230037 |
| 1995-07-01 | 3.85857579578734 |
| 1995-08-01 | 3.82069668460013 |
| 1995-09-01 | 3.84339953363916 |
| 1995-10-01 | 3.90231919860577 |
| 1995-11-01 | 4.04237896085759 |
| 1995-12-01 | 4.05795348021178 |
| 1996-01-01 | 4.16085953387553 |
| 1996-02-01 | 4.24686620220158 |
| 1996-03-01 | 4.26895323275307 |
| 1996-04-01 | 4.25527755490007 |
| 1996-05-01 | 4.30334551661757 |
| 1996-06-01 | 4.20549406849706 |
| 1996-07-01 | 4.26975153759095 |
| 1996-08-01 | 4.33394860971168 |
| 1996-09-01 | 4.36236844001245 |
| 1996-10-01 | 4.40291076897369 |
| 1996-11-01 | 4.34489304950967 |
| 1996-12-01 | 4.36228203816501 |
| 1997-01-01 | 4.46270026533500 |
| 1997-02-01 | 4.43937026951800 |
| 1997-03-01 | 4.46591708298254 |
| 1997-04-01 | 4.54578254172818 |
| 1997-05-01 | 4.58372965022070 |
| 1997-06-01 | 4.59075421402090 |
| 1997-07-01 | 4.58565700904194 |
| 1997-08-01 | 4.64888544092488 |
| 1997-09-01 | 4.68033702777916 |
| 1997-10-01 | 4.69821011773233 |
| 1997-11-01 | 4.75110952665718 |
| 1997-12-01 | 4.76195137376505 |
| 1998-01-01 | 4.75599090617294 |
| 1998-02-01 | 4.73454557326707 |
| 1998-03-01 | 4.86610220786457 |
| 1998-04-01 | 5.04075660154301 |
| 1998-05-01 | 4.97073987424968 |
| 1998-06-01 | 4.98042629920288 |
| 1998-07-01 | 4.90076393934874 |
| 1998-08-01 | 5.06078680746401 |
| 1998-09-01 | 5.09568402437186 |
| 1998-10-01 | 5.09279012623622 |
| 1998-11-01 | 5.15361368599586 |
| 1998-12-01 | 5.25097576681019 |
| 1999-01-01 | 5.24498201184547 |
| 1999-02-01 | 5.33579111373181 |
| 1999-03-01 | 5.36903885211182 |
| 1999-04-01 | 5.33722566537454 |
| 1999-05-01 | 5.36553017955824 |
| 1999-06-01 | 5.48482302391153 |
| 1999-07-01 | 5.51152143494640 |
| 1999-08-01 | 5.37164721037393 |
| 1999-09-01 | 5.50273233884312 |
| 1999-10-01 | 5.58673513418583 |
| 1999-11-01 | 5.55045945560918 |
| 1999-12-01 | 5.53631316592344 |
| 2000-01-01 | 5.52942648435646 |
| 2000-02-01 | 5.53619872231923 |
| 2000-03-01 | 5.57058667625801 |
| 2000-04-01 | 5.73782288483183 |
| 2000-05-01 | 5.77626233330361 |
| 2000-06-01 | 5.79745581376933 |
| 2000-07-01 | 5.82198652223459 |
| 2000-08-01 | 5.77620991397933 |
| 2000-09-01 | 5.90358862842198 |
| 2000-10-01 | 5.97829648265605 |
| 2000-11-01 | 6.04218920068885 |
| 2000-12-01 | 6.11991341071402 |
| 2001-01-01 | 6.31356607372059 |
| 2001-02-01 | 6.34031151940615 |
| 2001-03-01 | 6.37434847569831 |
| 2001-04-01 | 6.33496786957908 |
| 2001-05-01 | 6.38646382757528 |
| 2001-06-01 | 6.42097882139618 |
| 2001-07-01 | 6.43925644783986 |
| 2001-08-01 | 6.47548461333722 |
| 2001-09-01 | 6.39544749886217 |
| 2001-10-01 | 6.46487051666123 |
| 2001-11-01 | 6.53788205193311 |
| 2001-12-01 | 6.60777289096155 |
| 2002-01-01 | 6.60024733371933 |
| 2002-02-01 | 6.54155234075506 |
| 2002-03-01 | 6.27598465916624 |
| 2002-04-01 | 6.33300993104723 |
| 2002-05-01 | 6.39617757114942 |
| 2002-06-01 | 6.44721924343995 |
| 2002-07-01 | 6.56055017531227 |
| 2002-08-01 | 6.56535985979006 |
| 2002-09-01 | 6.68180344048952 |
| 2002-10-01 | 6.75327387404767 |
| 2002-11-01 | 6.83455716036035 |
| 2002-12-01 | 6.79876860830867 |
| 2003-01-01 | 6.49709387931590 |
| 2003-02-01 | 6.54651447800871 |
| 2003-03-01 | 6.57636851348402 |
| 2003-04-01 | 6.62956659412541 |
| 2003-05-01 | 6.59472019098428 |
| 2003-06-01 | 6.67181677304733 |
| 2003-07-01 | 6.67756073679621 |
| 2003-08-01 | 6.75717344704291 |
| 2003-09-01 | 6.76726353754746 |
| 2003-10-01 | 6.74325448877641 |
| 2003-11-01 | 6.73353552573689 |
| 2003-12-01 | 6.79807673323400 |
| 2004-01-01 | 6.90453697600438 |
| 2004-02-01 | 6.74732725949505 |
| 2004-03-01 | 6.67204656308831 |
| 2004-04-01 | 6.72695749434583 |
| 2004-05-01 | 6.68873065621324 |
| 2004-06-01 | 6.68587264851717 |
| 2004-07-01 | 6.69076491538659 |
| 2004-08-01 | 6.74854776066008 |
| 2004-09-01 | 6.75856091333756 |
| 2004-10-01 | 6.83621173035393 |
| 2004-11-01 | 6.83770512244043 |
| 2004-12-01 | 6.90061590136798 |
| 2005-01-01 | 6.91538098571757 |
| 2005-02-01 | 6.94935118723574 |
| 2005-03-01 | 6.96737099961238 |
| 2005-04-01 | 7.11798731232163 |
| 2005-05-01 | 7.07569588314100 |
| 2005-06-01 | 7.09603248937042 |
| 2005-07-01 | 6.99838581441084 |
| 2005-08-01 | 7.14550697466863 |
| 2005-09-01 | 7.15688909760531 |
| 2005-10-01 | 7.13505322299724 |
| 2005-11-01 | 7.14079847872313 |
| 2005-12-01 | 7.10917876492938 |
| 2006-01-01 | 7.12291830092231 |
| 2006-02-01 | 7.14532044593250 |
| 2006-03-01 | 7.16113180911926 |
| 2006-04-01 | 7.10865698387488 |
| 2006-05-01 | 7.16697890452446 |
| 2006-06-01 | 7.10266284767195 |
| 2006-07-01 | 7.09976140289171 |
| 2006-08-01 | 7.03999711601444 |
| 2006-09-01 | 7.06167785905300 |
| 2006-10-01 | 7.04509869613223 |
| 2006-11-01 | 7.04178760714053 |
| 2006-12-01 | 7.01757870305626 |
| 2007-01-01 | 7.02351222835885 |
| 2007-02-01 | 7.03716830645984 |
| 2007-03-01 | 7.15720271899555 |
| 2007-04-01 | 7.09441437603371 |
| 2007-05-01 | 7.16698603647123 |
| 2007-06-01 | 7.21351887004291 |
| 2007-07-01 | 7.19323806127017 |
| 2007-08-01 | 7.23896472712546 |
| 2007-09-01 | 7.26832565706045 |
| 2007-10-01 | 7.35626579269079 |
| 2007-11-01 | 7.33925128136126 |
| 2007-12-01 | 7.42382397615252 |
| 2008-01-01 | 7.42122063724409 |
| 2008-02-01 | 7.42853800017503 |
| 2008-03-01 | 7.45600656796051 |
| 2008-04-01 | 7.47973555228640 |
| 2008-05-01 | 7.47456322106873 |
| 2008-06-01 | 7.41872376255932 |
| 2008-07-01 | 7.48658549387745 |
| 2008-08-01 | 7.53822027202535 |
| 2008-09-01 | 7.57528140213107 |
| 2008-10-01 | 7.56743331942630 |
| 2008-11-01 | 7.64323220345631 |
| 2008-12-01 | 7.62345139876178 |
| 2009-01-01 | 7.81797221263212 |
| 2009-02-01 | 7.71589550103165 |
| 2009-03-01 | 7.75284043373586 |
| 2009-04-01 | 7.76686071886151 |
| 2009-05-01 | 7.78646615784238 |
| 2009-06-01 | 7.82466732655687 |
| 2009-07-01 | 7.88481776473265 |
| 2009-08-01 | 7.93978738597621 |
| 2009-09-01 | 7.87860809705279 |
| 2009-10-01 | 7.87484981475962 |
| 2009-11-01 | 7.94416762869594 |
| 2009-12-01 | 7.92007979412276 |
| 2010-01-01 | 8.11613189222648 |
| 2010-02-01 | 8.00700663085393 |
| 2010-03-01 | 7.95254776626883 |
| 2010-04-01 | 8.05988681655522 |
| 2010-05-01 | 7.99140127262393 |
| 2010-06-01 | 8.02664013819955 |
| 2010-07-01 | 8.18620072602489 |
| 2010-08-01 | 8.14198208404156 |
| 2010-09-01 | 8.18072321522487 |
| 2010-10-01 | 8.38298145367776 |
| 2010-11-01 | 8.24570528075706 |
| 2010-12-01 | 8.31490967192768 |
| 2011-01-01 | 8.31487366508650 |
| 2011-02-01 | 8.29852430885840 |
| 2011-03-01 | 8.35017793127439 |
| 2011-04-01 | 8.35472017951079 |
| 2011-05-01 | 8.38905004576979 |
| 2011-06-01 | 8.43133422915061 |
| 2011-07-01 | 8.39525481524896 |
| 2011-08-01 | 8.35000397992591 |
| 2011-09-01 | 8.38251925896587 |
| 2011-10-01 | 8.38648254666398 |
| 2011-11-01 | 8.34279597036615 |
| 2011-12-01 | 8.30377068912766 |
| 2012-01-01 | 8.41101861997153 |
| 2012-02-01 | 8.50090451250215 |
| 2012-03-01 | 8.54746520401598 |
| 2012-04-01 | 8.45154497476777 |
| 2012-05-01 | 8.48138848330277 |
| 2012-06-01 | 8.53666181852103 |
| 2012-07-01 | 8.50703300862270 |
| 2012-08-01 | 8.55659367120032 |
| 2012-09-01 | 8.58159055037887 |
| 2012-10-01 | 8.59050286792379 |
| 2012-11-01 | 8.64845349720455 |
| 2012-12-01 | 8.59252964740397 |
| 2013-01-01 | 8.60325372768636 |
| 2013-02-01 | 8.50181156394934 |
| 2013-03-01 | 8.63914710772965 |
| 2013-04-01 | 8.74646537368823 |
| 2013-05-01 | 8.87285599121701 |
| 2013-06-01 | 8.85164247887732 |
| 2013-07-01 | 8.92285035760425 |
| 2013-08-01 | 8.96029602996358 |
| 2013-09-01 | 8.97804569248468 |
| 2013-10-01 | 8.99219314132694 |
| 2013-11-01 | 9.05162699355004 |
| 2013-12-01 | 9.08545625385670 |
| 2014-01-01 | 9.09426503220327 |
| 2014-02-01 | 9.10686139708988 |
| 2014-03-01 | 9.13303467228615 |
| 2014-04-01 | 9.13916365395732 |
| 2014-05-01 | 9.16259911149830 |
| 2014-06-01 | 9.17142828013849 |
| 2014-07-01 | 9.12886908517489 |
| 2014-08-01 | 9.15981220327908 |
| 2014-09-01 | 9.17396792524432 |
| 2014-10-01 | 9.39579830694838 |
| 2014-11-01 | 9.36115266868810 |
| 2014-12-01 | 9.38551192386585 |
| 2015-01-01 | 9.48535914168061 |
| 2015-02-01 | 9.30701681766737 |
| 2015-03-01 | 9.32658191346418 |
| 2015-04-01 | 9.33167312753144 |
| 2015-05-01 | 9.25635036031836 |
| 2015-06-01 | 9.28450998525667 |
| 2015-07-01 | 9.33216890945295 |
| 2015-08-01 | 9.36030449436144 |
| 2015-09-01 | 9.37681241708539 |
| 2015-10-01 | 9.29166412945767 |
| 2015-11-01 | 9.26643004402513 |
| 2015-12-01 | 9.18481007775958 |
| 2016-01-01 | 9.38215101285800 |
| 2016-02-01 | 9.41449597551048 |
| 2016-03-01 | 9.42676889671012 |
| 2016-04-01 | 9.42422572703029 |
| 2016-05-01 | 9.45055207039228 |
| 2016-06-01 | 9.38508041378517 |
| 2016-07-01 | 9.42955563320060 |
| 2016-08-01 | 9.46115263572166 |
| 2016-09-01 | 9.48072300073768 |
| 2016-10-01 | 9.48714727165276 |
| 2016-11-01 | 9.47223489955715 |
| 2016-12-01 | 9.38742324679266 |
| 2017-01-01 | 9.48281663881265 |
| 2017-02-01 | 9.62232186644699 |
| 2017-03-01 | 9.53195340164182 |
| 2017-04-01 | 9.52088648516933 |
| 2017-05-01 | 9.54266805964723 |
| 2017-06-01 | 9.47319342867148 |
| 2017-07-01 | 9.52707263434232 |
| 2017-08-01 | 9.46344235261143 |
| 2017-09-01 | 9.48708858657945 |
| 2017-10-01 | 9.47922308391149 |
| 2017-11-01 | 9.46830995098748 |
| 2017-12-01 | 9.49440685226092 |
| 2018-01-01 | 9.18793390234527 |
| 2018-02-01 | 9.23816124124511 |
| 2018-03-01 | 9.24121251312217 |
| 2018-04-01 | 9.21575021167610 |
| 2018-05-01 | 9.23660283766569 |
| 2018-06-01 | 9.35537053315438 |
| 2018-07-01 | 9.32036858636814 |
| 2018-08-01 | 9.36328970604574 |
| 2018-09-01 | 9.29465035538666 |
| 2018-10-01 | 9.37233975066854 |
| 2018-11-01 | 9.46185934718045 |
| 2018-12-01 | 9.40498907197514 |
| 2019-01-01 | 9.29308872457144 |
| 2019-02-01 | 9.35595778909207 |
| 2019-03-01 | 9.34898061726132 |
| 2019-04-01 | 9.41134875251166 |
| 2019-05-01 | 9.43336065243240 |
| 2019-06-01 | 9.43556873525357 |
| 2019-07-01 | 9.41325340044840 |
| 2019-08-01 | 9.46400510277954 |
| 2019-09-01 | 9.50267701820326 |
| 2019-10-01 | 9.56706594343439 |
| 2019-11-01 | 9.64873071627644 |
| 2019-12-01 | 9.71792382197428 |
| 2020-01-01 | 9.69697125542275 |
| 2020-02-01 | 9.67565984096101 |
| 2020-03-01 | 9.65090380730095 |
| 2020-04-01 | 8.80278761934249 |
| 2020-05-01 | 9.03752767179833 |
| 2020-06-01 | 9.12259888671157 |
| 2020-07-01 | 9.00546454608312 |
| 2020-08-01 | 8.96219256799730 |
| 2020-09-01 | 9.00814408174606 |
| 2020-10-01 | 8.96856689254031 |
| 2020-11-01 | 8.94182919688200 |
| 2020-12-01 | 8.93119583902802 |
| 2021-01-01 | 8.99346793592569 |
| 2021-02-01 | 8.98521091516405 |
| 2021-03-01 | 9.04330177945797 |
| 2021-04-01 | 8.99532130366490 |
| 2021-05-01 | 8.94473153147461 |
| 2021-06-01 | 9.02189177979729 |
| 2021-07-01 | 8.99913048867743 |
| 2021-08-01 | 9.06151978288859 |
| 2021-09-01 | 9.01476411101407 |
| 2021-10-01 | 9.07154569153446 |
| 2021-11-01 | 9.03692187712782 |
| 2021-12-01 | 9.04730271497182 |
| 2022-01-01 | 8.98432996706120 |
| 2022-02-01 | 9.08747619414091 |
| 2022-03-01 | 9.02193284640087 |
| 2022-04-01 | 9.18944189393289 |
| 2022-05-01 | 9.25490549555460 |
| 2022-06-01 | 9.22921171318914 |
| 2022-07-01 | 9.29691274555357 |
| 2022-08-01 | 9.26408037809508 |
| 2022-09-01 | 9.32500351933168 |
| 2022-10-01 | 9.27211180451738 |
| 2022-11-01 | 9.33785242033599 |
| 2022-12-01 | 9.25779373135849 |
| 2023-01-01 | 9.27374955845617 |
| 2023-02-01 | 9.27563616757801 |
| 2023-03-01 | 9.30015160652347 |
| 2023-04-01 | 9.38977824559783 |
| 2023-05-01 | 9.36234379823776 |
| 2023-06-01 | 9.53983634578860 |
| 2023-07-01 | 9.69888141616208 |
| 2023-08-01 | 9.67046367814265 |
| 2023-09-01 | 9.73567617144409 |
| 2023-10-01 | 9.77265583931377 |
| 2023-11-01 | 9.83689133463061 |
| 2023-12-01 | 9.96265907107574 |
| 2024-01-01 | 10.16400386072240 |
| 2024-02-01 | 10.26021411790870 |
| 2024-03-01 | 10.08515136049330 |
| 2024-04-01 | 9.89238307144107 |
| 2024-05-01 | 9.96326252534039 |
| 2024-06-01 | 9.84846259960871 |
| 2024-07-01 | 10.00552841455490 |
| 2024-08-01 | 10.07856669431600 |
| 2024-09-01 | 10.04536954770320 |
| 2024-10-01 | 10.17304420975650 |
| 2024-11-01 | 10.24032101385040 |
| 2024-12-01 | 10.25928333448060 |
| 2025-01-01 | 10.35544674361870 |
| 2025-02-01 | 10.34149902504290 |
| 2025-03-01 | 10.47806520120190 |
| 2025-04-01 | 10.49778127071660 |
| 2025-05-01 | 10.56056523484810 |
| 2025-06-01 | 10.55621645022580 |
| 2025-07-01 | 10.51214090817820 |
| 2025-08-01 | 10.58512490207540 |
| 2025-09-01 | 10.65175452537890 |
| 2025-10-01 | 10.67242926111030 |
| 2025-11-01 | 10.64254834666880 |
| 2025-12-01 | 10.65750822754470 |
| 2026-01-01 | 10.64875089826840 |
| 2026-02-01 | 10.73033311979130 |
| 2026-03-01 | 10.67352607700670 |
| 2026-04-01 | 10.70267092920800 |
| 2026-05-01 | 10.75700865250540 |