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 2026-07-01 |
| Last Updated | 2026-08-21 7:40 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 | 3.27290947084364 |
| 1990-02-01 | 3.19829209914879 |
| 1990-03-01 | 3.26837925335755 |
| 1990-04-01 | 3.12867077793263 |
| 1990-05-01 | 3.12579256674830 |
| 1990-06-01 | 3.13672005171479 |
| 1990-07-01 | 3.14927117396778 |
| 1990-08-01 | 3.01685884873247 |
| 1990-09-01 | 3.13432508182653 |
| 1990-10-01 | 3.17574079983985 |
| 1990-11-01 | 3.24833803235876 |
| 1990-12-01 | 3.14325876166317 |
| 1991-01-01 | 3.27062311395914 |
| 1991-02-01 | 3.39611857722715 |
| 1991-03-01 | 3.37064006641265 |
| 1991-04-01 | 3.43488428136446 |
| 1991-05-01 | 3.42855459181883 |
| 1991-06-01 | 3.43970136023930 |
| 1991-07-01 | 3.44608865982326 |
| 1991-08-01 | 3.41372240483629 |
| 1991-09-01 | 3.42998136153185 |
| 1991-10-01 | 3.47808717720444 |
| 1991-11-01 | 3.44638999045211 |
| 1991-12-01 | 3.43991163656933 |
| 1992-01-01 | 3.47159341343191 |
| 1992-02-01 | 3.49147528935050 |
| 1992-03-01 | 3.57532203451534 |
| 1992-04-01 | 3.64190897145743 |
| 1992-05-01 | 3.63356506822055 |
| 1992-06-01 | 3.64041184484780 |
| 1992-07-01 | 3.64163252163079 |
| 1992-08-01 | 3.71107540370606 |
| 1992-09-01 | 3.72677925637375 |
| 1992-10-01 | 3.88357286895364 |
| 1992-11-01 | 3.74332668832187 |
| 1992-12-01 | 3.73943404915518 |
| 1993-01-01 | 3.77104448541607 |
| 1993-02-01 | 3.58319068321247 |
| 1993-03-01 | 3.67525749936742 |
| 1993-04-01 | 3.64932400642511 |
| 1993-05-01 | 3.73653961933731 |
| 1993-06-01 | 3.74035568052092 |
| 1993-07-01 | 3.74164040580029 |
| 1993-08-01 | 3.81031029745845 |
| 1993-09-01 | 3.82684726691778 |
| 1993-10-01 | 3.78962098010512 |
| 1993-11-01 | 3.74021006021655 |
| 1993-12-01 | 3.84444658318624 |
| 1994-01-01 | 3.76569573554601 |
| 1994-02-01 | 3.77180756136175 |
| 1994-03-01 | 3.77696934606600 |
| 1994-04-01 | 3.75609005603591 |
| 1994-05-01 | 3.73139212874085 |
| 1994-06-01 | 3.73290102473351 |
| 1994-07-01 | 3.84809187329328 |
| 1994-08-01 | 3.81327629542341 |
| 1994-09-01 | 3.83216945895480 |
| 1994-10-01 | 3.79591273850872 |
| 1994-11-01 | 3.84078934361978 |
| 1994-12-01 | 3.95136305497760 |
| 1995-01-01 | 3.76152254674801 |
| 1995-02-01 | 3.75960209886916 |
| 1995-03-01 | 3.67296865407457 |
| 1995-04-01 | 3.75791917291282 |
| 1995-05-01 | 3.71847415666302 |
| 1995-06-01 | 3.82354081764644 |
| 1995-07-01 | 3.85857537670221 |
| 1995-08-01 | 3.82069665924956 |
| 1995-09-01 | 3.84339949945003 |
| 1995-10-01 | 3.90231928585513 |
| 1995-11-01 | 4.04237923006002 |
| 1995-12-01 | 4.05795401839708 |
| 1996-01-01 | 4.16086002810020 |
| 1996-02-01 | 4.24686712675039 |
| 1996-03-01 | 4.26895403141580 |
| 1996-04-01 | 4.25527696145379 |
| 1996-05-01 | 4.30334564394979 |
| 1996-06-01 | 4.20549195580496 |
| 1996-07-01 | 4.26975015517240 |
| 1996-08-01 | 4.33394784137078 |
| 1996-09-01 | 4.36236803793467 |
| 1996-10-01 | 4.40291109943104 |
| 1996-11-01 | 4.34489428769009 |
| 1996-12-01 | 4.36228397479724 |
| 1997-01-01 | 4.46270228397413 |
| 1997-02-01 | 4.43937260484803 |
| 1997-03-01 | 4.46591826337071 |
| 1997-04-01 | 4.54577924152986 |
| 1997-05-01 | 4.58372890636219 |
| 1997-06-01 | 4.59075113320202 |
| 1997-07-01 | 4.58565403833596 |
| 1997-08-01 | 4.64888294935926 |
| 1997-09-01 | 4.68033604432470 |
| 1997-10-01 | 4.69821056964921 |
| 1997-11-01 | 4.75111153523322 |
| 1997-12-01 | 4.76195427722804 |
| 1998-01-01 | 4.75600527754930 |
| 1998-02-01 | 4.73454773802063 |
| 1998-03-01 | 4.86610190068376 |
| 1998-04-01 | 5.04074872796965 |
| 1998-05-01 | 4.97073576085296 |
| 1998-06-01 | 4.98042054757424 |
| 1998-07-01 | 4.90075809412364 |
| 1998-08-01 | 5.06078105081475 |
| 1998-09-01 | 5.09568252913384 |
| 1998-10-01 | 5.09279174605030 |
| 1998-11-01 | 5.15361959316315 |
| 1998-12-01 | 5.25097334000037 |
| 1999-01-01 | 5.24501953269487 |
| 1999-02-01 | 5.33580958144128 |
| 1999-03-01 | 5.36902365602514 |
| 1999-04-01 | 5.33720548615537 |
| 1999-05-01 | 5.36551942589920 |
| 1999-06-01 | 5.48481390479820 |
| 1999-07-01 | 5.51151330519227 |
| 1999-08-01 | 5.37164003781541 |
| 1999-09-01 | 5.50273207256674 |
| 1999-10-01 | 5.58673862612272 |
| 1999-11-01 | 5.55046899204588 |
| 1999-12-01 | 5.53630314180292 |
| 2000-01-01 | 5.52948989898072 |
| 2000-02-01 | 5.53623405070366 |
| 2000-03-01 | 5.57055589934753 |
| 2000-04-01 | 5.73779109565091 |
| 2000-05-01 | 5.77624568572317 |
| 2000-06-01 | 5.79744155891753 |
| 2000-07-01 | 5.82197568545010 |
| 2000-08-01 | 5.77620183469913 |
| 2000-09-01 | 5.90359009740893 |
| 2000-10-01 | 5.97830258011000 |
| 2000-11-01 | 6.04220328531980 |
| 2000-12-01 | 6.11989705845574 |
| 2001-01-01 | 6.31364688821305 |
| 2001-02-01 | 6.34036593884620 |
| 2001-03-01 | 6.37429920685399 |
| 2001-04-01 | 6.33492717832167 |
| 2001-05-01 | 6.38644398343208 |
| 2001-06-01 | 6.42096120526368 |
| 2001-07-01 | 6.43924491980350 |
| 2001-08-01 | 6.47547795262175 |
| 2001-09-01 | 6.39545112144823 |
| 2001-10-01 | 6.46487807054903 |
| 2001-11-01 | 6.53789681123274 |
| 2001-12-01 | 6.60775528713261 |
| 2002-01-01 | 6.60033338393265 |
| 2002-02-01 | 6.54160837433519 |
| 2002-03-01 | 6.27592999927576 |
| 2002-04-01 | 6.33296972363259 |
| 2002-05-01 | 6.39615891567185 |
| 2002-06-01 | 6.44720019922903 |
| 2002-07-01 | 6.56053835926377 |
| 2002-08-01 | 6.56535458230691 |
| 2002-09-01 | 6.68180812105286 |
| 2002-10-01 | 6.75328215029697 |
| 2002-11-01 | 6.83457230285528 |
| 2002-12-01 | 6.79875132176290 |
| 2003-01-01 | 6.49717032376246 |
| 2003-02-01 | 6.54657188333849 |
| 2003-03-01 | 6.57631063712379 |
| 2003-04-01 | 6.62953057258256 |
| 2003-05-01 | 6.59470432749088 |
| 2003-06-01 | 6.67180099323306 |
| 2003-07-01 | 6.67755150453651 |
| 2003-08-01 | 6.75717171266641 |
| 2003-09-01 | 6.76726903666232 |
| 2003-10-01 | 6.74326183969989 |
| 2003-11-01 | 6.73354704672468 |
| 2003-12-01 | 6.79806501139627 |
| 2004-01-01 | 6.90459046132733 |
| 2004-02-01 | 6.74736851974652 |
| 2004-03-01 | 6.67200285361886 |
| 2004-04-01 | 6.72693303749301 |
| 2004-05-01 | 6.68872091526055 |
| 2004-06-01 | 6.68586113937296 |
| 2004-07-01 | 6.69075792926905 |
| 2004-08-01 | 6.74854771670660 |
| 2004-09-01 | 6.75856540905377 |
| 2004-10-01 | 6.83621734274841 |
| 2004-11-01 | 6.83771309209912 |
| 2004-12-01 | 6.90061184708590 |
| 2005-01-01 | 6.91540859809739 |
| 2005-02-01 | 6.94937531894279 |
| 2005-03-01 | 6.96734205025930 |
| 2005-04-01 | 7.11797478298712 |
| 2005-05-01 | 7.07569130140325 |
| 2005-06-01 | 7.09602652204512 |
| 2005-07-01 | 6.99838215980484 |
| 2005-08-01 | 7.14550808681760 |
| 2005-09-01 | 7.15689207255656 |
| 2005-10-01 | 7.13505630749497 |
| 2005-11-01 | 7.14080179146912 |
| 2005-12-01 | 7.10918080521153 |
| 2006-01-01 | 7.12292827434333 |
| 2006-02-01 | 7.14532505255349 |
| 2006-03-01 | 7.16112051193960 |
| 2006-04-01 | 7.10865383246050 |
| 2006-05-01 | 7.16697779531865 |
| 2006-06-01 | 7.10266039078668 |
| 2006-07-01 | 7.09975949883927 |
| 2006-08-01 | 7.03999776677231 |
| 2006-09-01 | 7.06167914007124 |
| 2006-10-01 | 7.04510007619609 |
| 2006-11-01 | 7.04178931927523 |
| 2006-12-01 | 7.01758055150265 |
| 2007-01-01 | 7.02351542585466 |
| 2007-02-01 | 7.03716986057766 |
| 2007-03-01 | 7.15719633165010 |
| 2007-04-01 | 7.09441348220560 |
| 2007-05-01 | 7.16698463988116 |
| 2007-06-01 | 7.21351864231460 |
| 2007-07-01 | 7.19323808883256 |
| 2007-08-01 | 7.23896593719858 |
| 2007-09-01 | 7.26832652692396 |
| 2007-10-01 | 7.35626622798218 |
| 2007-11-01 | 7.33925182669409 |
| 2007-12-01 | 7.42382443630103 |
| 2008-01-01 | 7.42122104113709 |
| 2008-02-01 | 7.42853832528622 |
| 2008-03-01 | 7.45600479484089 |
| 2008-04-01 | 7.47973505512062 |
| 2008-05-01 | 7.47456235755723 |
| 2008-06-01 | 7.41872356620786 |
| 2008-07-01 | 7.48658572059753 |
| 2008-08-01 | 7.53822127775338 |
| 2008-09-01 | 7.57528189917380 |
| 2008-10-01 | 7.56743329735728 |
| 2008-11-01 | 7.64323235007430 |
| 2008-12-01 | 7.62345124745187 |
| 2009-01-01 | 7.81797231059533 |
| 2009-02-01 | 7.71589561412664 |
| 2009-03-01 | 7.75283978439557 |
| 2009-04-01 | 7.76686107883180 |
| 2009-05-01 | 7.78646591314389 |
| 2009-06-01 | 7.82466697664316 |
| 2009-07-01 | 7.88481798148290 |
| 2009-08-01 | 7.93978801201368 |
| 2009-09-01 | 7.87860814548825 |
| 2009-10-01 | 7.87484933151914 |
| 2009-11-01 | 7.94416743198240 |
| 2009-12-01 | 7.92007889555009 |
| 2010-01-01 | 8.11613148986721 |
| 2010-02-01 | 8.00700768058702 |
| 2010-03-01 | 7.95254783562552 |
| 2010-04-01 | 8.05988672386654 |
| 2010-05-01 | 7.99140378887088 |
| 2010-06-01 | 8.02663963608485 |
| 2010-07-01 | 8.18620047034850 |
| 2010-08-01 | 8.14198217595384 |
| 2010-09-01 | 8.18072268188936 |
| 2010-10-01 | 8.38298036088555 |
| 2010-11-01 | 8.24570459498606 |
| 2010-12-01 | 8.31490794584361 |
| 2011-01-01 | 8.31487260136522 |
| 2011-02-01 | 8.29852606654327 |
| 2011-03-01 | 8.35017856018490 |
| 2011-04-01 | 8.35471972237283 |
| 2011-05-01 | 8.38905503970150 |
| 2011-06-01 | 8.43133456832310 |
| 2011-07-01 | 8.39525559170369 |
| 2011-08-01 | 8.35000504936702 |
| 2011-09-01 | 8.38251632272512 |
| 2011-10-01 | 8.38647953916697 |
| 2011-11-01 | 8.34279440814868 |
| 2011-12-01 | 8.30376741841713 |
| 2012-01-01 | 8.41101721473753 |
| 2012-02-01 | 8.50090648983581 |
| 2012-03-01 | 8.54746532958205 |
| 2012-04-01 | 8.45154490528627 |
| 2012-05-01 | 8.48139702844760 |
| 2012-06-01 | 8.53666454585470 |
| 2012-07-01 | 8.50703655751366 |
| 2012-08-01 | 8.55659682771804 |
| 2012-09-01 | 8.58158549544334 |
| 2012-10-01 | 8.59049753049720 |
| 2012-11-01 | 8.64845029441411 |
| 2012-12-01 | 8.59251390097960 |
| 2013-01-01 | 8.60325270492691 |
| 2013-02-01 | 8.50181426097605 |
| 2013-03-01 | 8.63914988570636 |
| 2013-04-01 | 8.74646947866445 |
| 2013-05-01 | 8.87286915300001 |
| 2013-06-01 | 8.85165061755508 |
| 2013-07-01 | 8.92285917086859 |
| 2013-08-01 | 8.96030194071874 |
| 2013-09-01 | 8.97803879196801 |
| 2013-10-01 | 8.99218707602202 |
| 2013-11-01 | 9.05162584751801 |
| 2013-12-01 | 9.08538496353583 |
| 2014-01-01 | 9.09427128678966 |
| 2014-02-01 | 9.10687808821167 |
| 2014-03-01 | 9.13304602510200 |
| 2014-04-01 | 9.13917777317536 |
| 2014-05-01 | 9.16262310211487 |
| 2014-06-01 | 9.17144697647396 |
| 2014-07-01 | 9.12888590300249 |
| 2014-08-01 | 9.15982095743244 |
| 2014-09-01 | 9.17395832039551 |
| 2014-10-01 | 9.39578388939885 |
| 2014-11-01 | 9.36113748713423 |
| 2014-12-01 | 9.38536221882162 |
| 2015-01-01 | 9.48538246597506 |
| 2015-02-01 | 9.30705227796510 |
| 2015-03-01 | 9.32660724143445 |
| 2015-04-01 | 9.33170372472649 |
| 2015-05-01 | 9.25639134098960 |
| 2015-06-01 | 9.28455163237200 |
| 2015-07-01 | 9.33221026141279 |
| 2015-08-01 | 9.36033812150868 |
| 2015-09-01 | 9.37674164330854 |
| 2015-10-01 | 9.29166339437613 |
| 2015-11-01 | 9.26635048175519 |
| 2015-12-01 | 9.18460148183258 |
| 2016-01-01 | 9.38217869792812 |
| 2016-02-01 | 9.41455609233282 |
| 2016-03-01 | 9.42681857803672 |
| 2016-04-01 | 9.42429025923438 |
| 2016-05-01 | 9.45063138239700 |
| 2016-06-01 | 9.38516223341408 |
| 2016-07-01 | 9.42962332812339 |
| 2016-08-01 | 9.46119428596759 |
| 2016-09-01 | 9.48055853694162 |
| 2016-10-01 | 9.48712056014981 |
| 2016-11-01 | 9.47206200121941 |
| 2016-12-01 | 9.38715881262735 |
| 2017-01-01 | 9.48286193368607 |
| 2017-02-01 | 9.62241593072564 |
| 2017-03-01 | 9.53209910356751 |
| 2017-04-01 | 9.52102869650209 |
| 2017-05-01 | 9.54284889895484 |
| 2017-06-01 | 9.47331526845636 |
| 2017-07-01 | 9.52713295810988 |
| 2017-08-01 | 9.46342726768225 |
| 2017-09-01 | 9.48674272381434 |
| 2017-10-01 | 9.47908580797205 |
| 2017-11-01 | 9.46798511758083 |
| 2017-12-01 | 9.49409548790623 |
| 2018-01-01 | 9.18803152862624 |
| 2018-02-01 | 9.23839293183740 |
| 2018-03-01 | 9.24158536042320 |
| 2018-04-01 | 9.21608462966656 |
| 2018-05-01 | 9.23695624222977 |
| 2018-06-01 | 9.35555300748736 |
| 2018-07-01 | 9.32037187376636 |
| 2018-08-01 | 9.36312073696619 |
| 2018-09-01 | 9.29404313009015 |
| 2018-10-01 | 9.37181739670121 |
| 2018-11-01 | 9.46106345500019 |
| 2018-12-01 | 9.40413425411833 |
| 2019-01-01 | 9.29428263990913 |
| 2019-02-01 | 9.35560846958488 |
| 2019-03-01 | 9.35146011719025 |
| 2019-04-01 | 9.41138482058772 |
| 2019-05-01 | 9.43355012618474 |
| 2019-06-01 | 9.43557506659749 |
| 2019-07-01 | 9.41305207544989 |
| 2019-08-01 | 9.46357369780777 |
| 2019-09-01 | 9.50177207032656 |
| 2019-10-01 | 9.56622873103019 |
| 2019-11-01 | 9.64750909778882 |
| 2019-12-01 | 9.71656085515560 |
| 2020-01-01 | 9.69921705892551 |
| 2020-02-01 | 9.67459544377421 |
| 2020-03-01 | 9.65512313498795 |
| 2020-04-01 | 8.80206396591359 |
| 2020-05-01 | 9.04016012138380 |
| 2020-06-01 | 9.12211224831823 |
| 2020-07-01 | 9.00337167827963 |
| 2020-08-01 | 8.96157148754510 |
| 2020-09-01 | 9.00717019406695 |
| 2020-10-01 | 8.96750859181212 |
| 2020-11-01 | 8.94030692451991 |
| 2020-12-01 | 8.92939079711515 |
| 2021-01-01 | 8.99657219725834 |
| 2021-02-01 | 8.98330270084886 |
| 2021-03-01 | 9.04932835610027 |
| 2021-04-01 | 8.99388105930780 |
| 2021-05-01 | 8.95010272200491 |
| 2021-06-01 | 9.02009654465036 |
| 2021-07-01 | 8.99543907367693 |
| 2021-08-01 | 9.06090784428207 |
| 2021-09-01 | 9.01389249654074 |
| 2021-10-01 | 9.07048239789718 |
| 2021-11-01 | 9.03541920985050 |
| 2021-12-01 | 9.04557657373084 |
| 2022-01-01 | 8.98721656557435 |
| 2022-02-01 | 9.08538844730829 |
| 2022-03-01 | 9.02778731796211 |
| 2022-04-01 | 9.18751997823658 |
| 2022-05-01 | 9.26276842326132 |
| 2022-06-01 | 9.22552416541885 |
| 2022-07-01 | 9.29536052650836 |
| 2022-08-01 | 9.26271561295058 |
| 2022-09-01 | 9.32368337150687 |
| 2022-10-01 | 9.27074665421926 |
| 2022-11-01 | 9.33620587678639 |
| 2022-12-01 | 9.25601336730751 |
| 2023-01-01 | 9.27635265354840 |
| 2023-02-01 | 9.27319933629703 |
| 2023-03-01 | 9.30565337331613 |
| 2023-04-01 | 9.38734315883545 |
| 2023-05-01 | 9.37509458767982 |
| 2023-06-01 | 9.53007174878287 |
| 2023-07-01 | 9.70160552056050 |
| 2023-08-01 | 9.66838908640441 |
| 2023-09-01 | 9.73384911964051 |
| 2023-10-01 | 9.77111964376148 |
| 2023-11-01 | 9.83533590372321 |
| 2023-12-01 | 9.96119262318490 |
| 2024-01-01 | 10.16527290388610 |
| 2024-02-01 | 10.25801139634430 |
| 2024-03-01 | 10.08827974603840 |
| 2024-04-01 | 9.89032727631868 |
| 2024-05-01 | 9.98347632468609 |
| 2024-06-01 | 9.83230053279697 |
| 2024-07-01 | 10.01182505112580 |
| 2024-08-01 | 10.07543891858230 |
| 2024-09-01 | 10.04278872134460 |
| 2024-10-01 | 10.17115917585870 |
| 2024-11-01 | 10.23882621251070 |
| 2024-12-01 | 10.25811847592590 |
| 2025-01-01 | 10.35532406778300 |
| 2025-02-01 | 10.33951476424740 |
| 2025-03-01 | 10.47909370633810 |
| 2025-04-01 | 10.49672164767350 |
| 2025-05-01 | 10.58794768564760 |
| 2025-06-01 | 10.53338876812810 |
| 2025-07-01 | 10.52133444808310 |
| 2025-08-01 | 10.58146242562080 |
| 2025-09-01 | 10.64866620697970 |
| 2025-10-01 | 10.67020211395620 |
| 2025-11-01 | 10.64107476062710 |
| 2025-12-01 | 10.65660128598130 |
| 2026-01-01 | 10.64739834760190 |
| 2026-02-01 | 10.72881933957730 |
| 2026-03-01 | 10.67271539639680 |
| 2026-04-01 | 10.70293970858150 |
| 2026-05-01 | 10.68802180489700 |
| 2026-06-01 | 10.83392720503380 |
| 2026-07-01 | 10.82951330645370 |