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 2026-08-01 |
| Last Updated | 2026-09-18 12:09 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 | 3.2729094712 |
| 1990-02-01 | 3.1982920992 |
| 1990-03-01 | 3.2683792534 |
| 1990-04-01 | 3.1286707778 |
| 1990-05-01 | 3.1257925667 |
| 1990-06-01 | 3.1367200517 |
| 1990-07-01 | 3.1492711739 |
| 1990-08-01 | 3.0168588485 |
| 1990-09-01 | 3.1343250817 |
| 1990-10-01 | 3.1757407995 |
| 1990-11-01 | 3.2483380322 |
| 1990-12-01 | 3.1432587623 |
| 1991-01-01 | 3.2706231143 |
| 1991-02-01 | 3.3961185773 |
| 1991-03-01 | 3.3706400665 |
| 1991-04-01 | 3.4348842812 |
| 1991-05-01 | 3.4285545919 |
| 1991-06-01 | 3.4397013602 |
| 1991-07-01 | 3.4460886597 |
| 1991-08-01 | 3.4137224046 |
| 1991-09-01 | 3.4299813613 |
| 1991-10-01 | 3.4780871768 |
| 1991-11-01 | 3.4463899901 |
| 1991-12-01 | 3.4399116373 |
| 1992-01-01 | 3.4715934136 |
| 1992-02-01 | 3.4914752892 |
| 1992-03-01 | 3.5753220357 |
| 1992-04-01 | 3.6419089710 |
| 1992-05-01 | 3.6335650683 |
| 1992-06-01 | 3.6404118447 |
| 1992-07-01 | 3.6416325214 |
| 1992-08-01 | 3.7110754034 |
| 1992-09-01 | 3.7267792560 |
| 1992-10-01 | 3.8835728685 |
| 1992-11-01 | 3.7433266879 |
| 1992-12-01 | 3.7394340500 |
| 1993-01-01 | 3.7710444854 |
| 1993-02-01 | 3.5831906829 |
| 1993-03-01 | 3.6752575018 |
| 1993-04-01 | 3.6493240059 |
| 1993-05-01 | 3.7365396195 |
| 1993-06-01 | 3.7403556799 |
| 1993-07-01 | 3.7416404055 |
| 1993-08-01 | 3.8103102971 |
| 1993-09-01 | 3.8268472665 |
| 1993-10-01 | 3.7896209795 |
| 1993-11-01 | 3.7402100596 |
| 1993-12-01 | 3.8444465839 |
| 1994-01-01 | 3.7656957354 |
| 1994-02-01 | 3.7718075610 |
| 1994-03-01 | 3.7769693498 |
| 1994-04-01 | 3.7560900556 |
| 1994-05-01 | 3.7313921291 |
| 1994-06-01 | 3.7329010236 |
| 1994-07-01 | 3.8480918729 |
| 1994-08-01 | 3.8132762949 |
| 1994-09-01 | 3.8321694583 |
| 1994-10-01 | 3.7959127377 |
| 1994-11-01 | 3.8407893427 |
| 1994-12-01 | 3.9513630553 |
| 1995-01-01 | 3.7615225462 |
| 1995-02-01 | 3.7596021001 |
| 1995-03-01 | 3.6729686576 |
| 1995-04-01 | 3.7579191744 |
| 1995-05-01 | 3.7184741568 |
| 1995-06-01 | 3.8235408157 |
| 1995-07-01 | 3.8585753759 |
| 1995-08-01 | 3.8206966576 |
| 1995-09-01 | 3.8433994977 |
| 1995-10-01 | 3.9023192846 |
| 1995-11-01 | 4.0423792295 |
| 1995-12-01 | 4.0579540194 |
| 1996-01-01 | 4.1608600282 |
| 1996-02-01 | 4.2468671301 |
| 1996-03-01 | 4.2689540342 |
| 1996-04-01 | 4.2552769637 |
| 1996-05-01 | 4.3033456430 |
| 1996-06-01 | 4.2054919541 |
| 1996-07-01 | 4.2697501556 |
| 1996-08-01 | 4.3339478384 |
| 1996-09-01 | 4.3623680357 |
| 1996-10-01 | 4.4029110967 |
| 1996-11-01 | 4.3448942853 |
| 1996-12-01 | 4.3622839740 |
| 1997-01-01 | 4.4627022838 |
| 1997-02-01 | 4.4393726110 |
| 1997-03-01 | 4.4659182664 |
| 1997-04-01 | 4.5457792471 |
| 1997-05-01 | 4.5837289085 |
| 1997-06-01 | 4.5907511366 |
| 1997-07-01 | 4.5856540417 |
| 1997-08-01 | 4.6488829560 |
| 1997-09-01 | 4.6803360321 |
| 1997-10-01 | 4.6982105479 |
| 1997-11-01 | 4.7511115069 |
| 1997-12-01 | 4.7619542486 |
| 1998-01-01 | 4.7560053479 |
| 1998-02-01 | 4.7345477337 |
| 1998-03-01 | 4.8661019034 |
| 1998-04-01 | 5.0407487408 |
| 1998-05-01 | 4.9707357714 |
| 1998-06-01 | 4.9804205583 |
| 1998-07-01 | 4.9007580983 |
| 1998-08-01 | 5.0607810602 |
| 1998-09-01 | 5.0956825368 |
| 1998-10-01 | 5.0927917079 |
| 1998-11-01 | 5.1536195539 |
| 1998-12-01 | 5.2509731289 |
| 1999-01-01 | 5.2450196982 |
| 1999-02-01 | 5.3358095809 |
| 1999-03-01 | 5.3690237138 |
| 1999-04-01 | 5.3372055465 |
| 1999-05-01 | 5.3655194698 |
| 1999-06-01 | 5.4848139340 |
| 1999-07-01 | 5.5115133094 |
| 1999-08-01 | 5.3716400316 |
| 1999-09-01 | 5.5027320543 |
| 1999-10-01 | 5.5867384898 |
| 1999-11-01 | 5.5504690458 |
| 1999-12-01 | 5.5363025635 |
| 2000-01-01 | 5.5294902646 |
| 2000-02-01 | 5.5362341121 |
| 2000-03-01 | 5.5705560399 |
| 2000-04-01 | 5.7377912049 |
| 2000-05-01 | 5.7762457907 |
| 2000-06-01 | 5.7974415901 |
| 2000-07-01 | 5.8219756691 |
| 2000-08-01 | 5.7762017843 |
| 2000-09-01 | 5.9035900443 |
| 2000-10-01 | 5.9783023436 |
| 2000-11-01 | 6.0422034392 |
| 2000-12-01 | 6.1198961274 |
| 2001-01-01 | 6.3136474173 |
| 2001-02-01 | 6.3403660779 |
| 2001-03-01 | 6.3742994547 |
| 2001-04-01 | 6.3349273426 |
| 2001-05-01 | 6.3864441519 |
| 2001-06-01 | 6.4209612351 |
| 2001-07-01 | 6.4392448762 |
| 2001-08-01 | 6.4754778546 |
| 2001-09-01 | 6.3954509915 |
| 2001-10-01 | 6.4648777231 |
| 2001-11-01 | 6.5378970471 |
| 2001-12-01 | 6.6077541608 |
| 2002-01-01 | 6.6003340580 |
| 2002-02-01 | 6.5416085845 |
| 2002-03-01 | 6.2759303055 |
| 2002-04-01 | 6.3329699063 |
| 2002-05-01 | 6.3961591212 |
| 2002-06-01 | 6.4472002099 |
| 2002-07-01 | 6.5605382794 |
| 2002-08-01 | 6.5653544410 |
| 2002-09-01 | 6.6818079664 |
| 2002-10-01 | 6.7532817910 |
| 2002-11-01 | 6.8345725434 |
| 2002-12-01 | 6.7987502146 |
| 2003-01-01 | 6.4971709697 |
| 2003-02-01 | 6.5465721182 |
| 2003-03-01 | 6.5763109737 |
| 2003-04-01 | 6.6295307626 |
| 2003-05-01 | 6.5947045403 |
| 2003-06-01 | 6.6718009926 |
| 2003-07-01 | 6.6775514079 |
| 2003-08-01 | 6.7571715527 |
| 2003-09-01 | 6.7672688465 |
| 2003-10-01 | 6.7432614855 |
| 2003-11-01 | 6.7335472934 |
| 2003-12-01 | 6.7980640887 |
| 2004-01-01 | 6.9045910188 |
| 2004-02-01 | 6.7473687590 |
| 2004-03-01 | 6.6720031490 |
| 2004-04-01 | 6.7269331823 |
| 2004-05-01 | 6.6887211027 |
| 2004-06-01 | 6.6858611164 |
| 2004-07-01 | 6.6907578242 |
| 2004-08-01 | 6.7485475679 |
| 2004-09-01 | 6.7585652418 |
| 2004-10-01 | 6.8362170854 |
| 2004-11-01 | 6.8377132459 |
| 2004-12-01 | 6.9006112925 |
| 2005-01-01 | 6.9154089560 |
| 2005-02-01 | 6.9493754938 |
| 2005-03-01 | 6.9673422698 |
| 2005-04-01 | 7.1179748742 |
| 2005-05-01 | 7.0756914345 |
| 2005-06-01 | 7.0960264937 |
| 2005-07-01 | 6.9983820744 |
| 2005-08-01 | 7.1455079829 |
| 2005-09-01 | 7.1568919415 |
| 2005-10-01 | 7.1350561511 |
| 2005-11-01 | 7.1408018450 |
| 2005-12-01 | 7.1091806020 |
| 2006-01-01 | 7.1229284675 |
| 2006-02-01 | 7.1453251454 |
| 2006-03-01 | 7.1611206308 |
| 2006-04-01 | 7.1086538653 |
| 2006-05-01 | 7.1669778635 |
| 2006-06-01 | 7.1026603590 |
| 2006-07-01 | 7.0997594369 |
| 2006-08-01 | 7.0399977234 |
| 2006-09-01 | 7.0616790857 |
| 2006-10-01 | 7.0451000327 |
| 2006-11-01 | 7.0417892950 |
| 2006-12-01 | 7.0175805476 |
| 2007-01-01 | 7.0235154760 |
| 2007-02-01 | 7.0371698801 |
| 2007-03-01 | 7.1571963772 |
| 2007-04-01 | 7.0944134910 |
| 2007-05-01 | 7.1669846641 |
| 2007-06-01 | 7.2135186182 |
| 2007-07-01 | 7.1932380662 |
| 2007-08-01 | 7.2389659387 |
| 2007-09-01 | 7.2683265081 |
| 2007-10-01 | 7.3562662263 |
| 2007-11-01 | 7.3392518292 |
| 2007-12-01 | 7.4238244443 |
| 2008-01-01 | 7.4212210484 |
| 2008-02-01 | 7.4285383257 |
| 2008-03-01 | 7.4560047885 |
| 2008-04-01 | 7.4797350407 |
| 2008-05-01 | 7.4745623593 |
| 2008-06-01 | 7.4187235417 |
| 2008-07-01 | 7.4865857211 |
| 2008-08-01 | 7.5382213081 |
| 2008-09-01 | 7.5752818988 |
| 2008-10-01 | 7.5674333181 |
| 2008-11-01 | 7.6432323590 |
| 2008-12-01 | 7.6234513060 |
| 2009-01-01 | 7.8179723098 |
| 2009-02-01 | 7.7158956066 |
| 2009-03-01 | 7.7528396515 |
| 2009-04-01 | 7.7668610650 |
| 2009-05-01 | 7.7864659093 |
| 2009-06-01 | 7.8246669590 |
| 2009-07-01 | 7.8848180054 |
| 2009-08-01 | 7.9397880602 |
| 2009-09-01 | 7.8786081677 |
| 2009-10-01 | 7.8748493793 |
| 2009-11-01 | 7.9441674360 |
| 2009-12-01 | 7.9200790279 |
| 2010-01-01 | 8.1161315166 |
| 2010-02-01 | 8.0070075379 |
| 2010-03-01 | 7.9525476384 |
| 2010-04-01 | 8.0598867554 |
| 2010-05-01 | 7.9914037487 |
| 2010-06-01 | 8.0266396309 |
| 2010-07-01 | 8.1862004895 |
| 2010-08-01 | 8.1419822186 |
| 2010-09-01 | 8.1807227099 |
| 2010-10-01 | 8.3829804298 |
| 2010-11-01 | 8.2457046116 |
| 2010-12-01 | 8.3149081863 |
| 2011-01-01 | 8.3148727118 |
| 2011-02-01 | 8.2985258640 |
| 2011-03-01 | 8.3501783860 |
| 2011-04-01 | 8.3547198557 |
| 2011-05-01 | 8.3890549514 |
| 2011-06-01 | 8.4313344186 |
| 2011-07-01 | 8.3952553523 |
| 2011-08-01 | 8.3500048332 |
| 2011-09-01 | 8.3825157838 |
| 2011-10-01 | 8.3864802017 |
| 2011-11-01 | 8.3427948278 |
| 2011-12-01 | 8.3037682503 |
| 2012-01-01 | 8.4110172099 |
| 2012-02-01 | 8.5009065857 |
| 2012-03-01 | 8.5474653837 |
| 2012-04-01 | 8.4515449628 |
| 2012-05-01 | 8.4813965578 |
| 2012-06-01 | 8.5366637240 |
| 2012-07-01 | 8.5070354427 |
| 2012-08-01 | 8.5565958912 |
| 2012-09-01 | 8.5815842261 |
| 2012-10-01 | 8.5904989352 |
| 2012-11-01 | 8.6484515062 |
| 2012-12-01 | 8.5925182584 |
| 2013-01-01 | 8.6032527590 |
| 2013-02-01 | 8.5018146152 |
| 2013-03-01 | 8.6391495303 |
| 2013-04-01 | 8.7464685581 |
| 2013-05-01 | 8.8728674099 |
| 2013-06-01 | 8.8516480520 |
| 2013-07-01 | 8.9228563450 |
| 2013-08-01 | 8.9603000923 |
| 2013-09-01 | 8.9780366320 |
| 2013-10-01 | 8.9921884015 |
| 2013-11-01 | 9.0516259786 |
| 2013-12-01 | 9.0854085855 |
| 2014-01-01 | 9.0942681449 |
| 2014-02-01 | 9.1068754235 |
| 2014-03-01 | 9.1330428524 |
| 2014-04-01 | 9.1391738767 |
| 2014-05-01 | 9.1626179822 |
| 2014-06-01 | 9.1714405367 |
| 2014-07-01 | 9.1288797350 |
| 2014-08-01 | 9.1598176061 |
| 2014-09-01 | 9.1739570313 |
| 2014-10-01 | 9.3957882337 |
| 2014-11-01 | 9.3611423946 |
| 2014-12-01 | 9.3854126629 |
| 2015-01-01 | 9.4853745897 |
| 2015-02-01 | 9.3070444077 |
| 2015-03-01 | 9.3265982705 |
| 2015-04-01 | 9.3316934738 |
| 2015-05-01 | 9.2563786333 |
| 2015-06-01 | 9.2845361664 |
| 2015-07-01 | 9.3321964965 |
| 2015-08-01 | 9.3603293782 |
| 2015-09-01 | 9.3767448742 |
| 2015-10-01 | 9.2916692894 |
| 2015-11-01 | 9.2664046322 |
| 2015-12-01 | 9.1846814962 |
| 2016-01-01 | 9.3821350382 |
| 2016-02-01 | 9.4145462247 |
| 2016-03-01 | 9.4268014074 |
| 2016-04-01 | 9.4242653152 |
| 2016-05-01 | 9.4506013466 |
| 2016-06-01 | 9.3851309448 |
| 2016-07-01 | 9.4296017641 |
| 2016-08-01 | 9.4611879772 |
| 2016-09-01 | 9.4805810665 |
| 2016-10-01 | 9.4871400532 |
| 2016-11-01 | 9.4721697295 |
| 2016-12-01 | 9.3873043764 |
| 2017-01-01 | 9.4827694503 |
| 2017-02-01 | 9.6223916549 |
| 2017-03-01 | 9.5320282534 |
| 2017-04-01 | 9.5210063438 |
| 2017-05-01 | 9.5427173303 |
| 2017-06-01 | 9.4732782732 |
| 2017-07-01 | 9.5271448513 |
| 2017-08-01 | 9.4634598476 |
| 2017-09-01 | 9.4868117482 |
| 2017-10-01 | 9.4791330306 |
| 2017-11-01 | 9.4681442824 |
| 2017-12-01 | 9.4942858724 |
| 2018-01-01 | 9.1878842414 |
| 2018-02-01 | 9.2383564175 |
| 2018-03-01 | 9.2414664013 |
| 2018-04-01 | 9.2160624467 |
| 2018-05-01 | 9.2367027423 |
| 2018-06-01 | 9.3554675632 |
| 2018-07-01 | 9.3203753442 |
| 2018-08-01 | 9.3631660539 |
| 2018-09-01 | 9.2941654717 |
| 2018-10-01 | 9.3719791819 |
| 2018-11-01 | 9.4613898854 |
| 2018-12-01 | 9.4045882252 |
| 2019-01-01 | 9.2936528376 |
| 2019-02-01 | 9.3559159387 |
| 2019-03-01 | 9.3507761052 |
| 2019-04-01 | 9.4116045459 |
| 2019-05-01 | 9.4332912139 |
| 2019-06-01 | 9.4354509044 |
| 2019-07-01 | 9.4129791472 |
| 2019-08-01 | 9.4635499280 |
| 2019-09-01 | 9.5018850304 |
| 2019-10-01 | 9.5664705546 |
| 2019-11-01 | 9.6479929501 |
| 2019-12-01 | 9.7171906037 |
| 2020-01-01 | 9.6981607354 |
| 2020-02-01 | 9.6753964137 |
| 2020-03-01 | 9.6540997178 |
| 2020-04-01 | 8.8028158554 |
| 2020-05-01 | 9.0404075488 |
| 2020-06-01 | 9.1225347925 |
| 2020-07-01 | 9.0000995482 |
| 2020-08-01 | 8.9620230044 |
| 2020-09-01 | 9.0076985436 |
| 2020-10-01 | 8.9681580787 |
| 2020-11-01 | 8.9411945256 |
| 2020-12-01 | 8.9305040254 |
| 2021-01-01 | 8.9951770290 |
| 2021-02-01 | 8.9846086730 |
| 2021-03-01 | 9.0480365383 |
| 2021-04-01 | 8.9948875162 |
| 2021-05-01 | 8.9505513058 |
| 2021-06-01 | 9.0211812592 |
| 2021-07-01 | 8.9886130841 |
| 2021-08-01 | 9.0616528965 |
| 2021-09-01 | 9.0148845243 |
| 2021-10-01 | 9.0717455585 |
| 2021-11-01 | 9.0369255084 |
| 2021-12-01 | 9.0471505923 |
| 2022-01-01 | 8.9861479938 |
| 2022-02-01 | 9.0869439725 |
| 2022-03-01 | 9.0267271982 |
| 2022-04-01 | 9.1885573818 |
| 2022-05-01 | 9.2637491784 |
| 2022-06-01 | 9.2280490491 |
| 2022-07-01 | 9.2795503023 |
| 2022-08-01 | 9.2651401770 |
| 2022-09-01 | 9.3264552063 |
| 2022-10-01 | 9.2737230701 |
| 2022-11-01 | 9.3391954905 |
| 2022-12-01 | 9.2587291826 |
| 2023-01-01 | 9.2759852763 |
| 2023-02-01 | 9.2749142701 |
| 2023-03-01 | 9.3040918334 |
| 2023-04-01 | 9.3867461167 |
| 2023-05-01 | 9.3750430580 |
| 2023-06-01 | 9.5344036175 |
| 2023-07-01 | 9.6744102580 |
| 2023-08-01 | 9.6764678373 |
| 2023-09-01 | 9.7393511805 |
| 2023-10-01 | 9.7761474249 |
| 2023-11-01 | 9.8397847814 |
| 2023-12-01 | 9.9647041052 |
| 2024-01-01 | 10.1659091290 |
| 2024-02-01 | 10.2591404505 |
| 2024-03-01 | 10.0861819819 |
| 2024-04-01 | 9.8875071626 |
| 2024-05-01 | 9.9819157809 |
| 2024-06-01 | 9.8377772913 |
| 2024-07-01 | 9.9733073838 |
| 2024-08-01 | 10.0901870208 |
| 2024-09-01 | 10.0518129155 |
| 2024-10-01 | 10.1785593990 |
| 2024-11-01 | 10.2447690803 |
| 2024-12-01 | 10.2624522373 |
| 2025-01-01 | 10.3567986366 |
| 2025-02-01 | 10.3397887073 |
| 2025-03-01 | 10.4760271005 |
| 2025-04-01 | 10.4907856878 |
| 2025-05-01 | 10.5835484674 |
| 2025-06-01 | 10.5389294673 |
| 2025-07-01 | 10.4771290880 |
| 2025-08-01 | 10.6028607904 |
| 2025-09-01 | 10.6602915472 |
| 2025-10-01 | 10.6791598303 |
| 2025-11-01 | 10.6477955447 |
| 2025-12-01 | 10.6610882136 |
| 2026-01-01 | 10.6493363731 |
| 2026-02-01 | 10.7280440568 |
| 2026-03-01 | 10.6688106649 |
| 2026-04-01 | 10.6949269740 |
| 2026-05-01 | 10.6817746655 |
| 2026-06-01 | 10.8387804121 |
| 2026-07-01 | 10.7825316464 |
| 2026-08-01 | 10.7094795371 |