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 2026-09-01 |
| Last Updated | 2026-10-20 9:43 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 | 3.2729094396 |
| 1990-02-01 | 3.1982920970 |
| 1990-03-01 | 3.2683792647 |
| 1990-04-01 | 3.1286707813 |
| 1990-05-01 | 3.1257925654 |
| 1990-06-01 | 3.1367200559 |
| 1990-07-01 | 3.1492711836 |
| 1990-08-01 | 3.0168588640 |
| 1990-09-01 | 3.1343251017 |
| 1990-10-01 | 3.1757408253 |
| 1990-11-01 | 3.2483380501 |
| 1990-12-01 | 3.1432586962 |
| 1991-01-01 | 3.2706230776 |
| 1991-02-01 | 3.3961185684 |
| 1991-03-01 | 3.3706400695 |
| 1991-04-01 | 3.4348842833 |
| 1991-05-01 | 3.4285545911 |
| 1991-06-01 | 3.4397013698 |
| 1991-07-01 | 3.4460886843 |
| 1991-08-01 | 3.4137224273 |
| 1991-09-01 | 3.4299813883 |
| 1991-10-01 | 3.4780872081 |
| 1991-11-01 | 3.4463900123 |
| 1991-12-01 | 3.4399115483 |
| 1992-01-01 | 3.4715933775 |
| 1992-02-01 | 3.4914752860 |
| 1992-03-01 | 3.5753219446 |
| 1992-04-01 | 3.6419090015 |
| 1992-05-01 | 3.6335650680 |
| 1992-06-01 | 3.6404118909 |
| 1992-07-01 | 3.6416325840 |
| 1992-08-01 | 3.7110754482 |
| 1992-09-01 | 3.7267792949 |
| 1992-10-01 | 3.8835729032 |
| 1992-11-01 | 3.7433267115 |
| 1992-12-01 | 3.7394339282 |
| 1993-01-01 | 3.7710444326 |
| 1993-02-01 | 3.5831906570 |
| 1993-03-01 | 3.6752572772 |
| 1993-04-01 | 3.6493240029 |
| 1993-05-01 | 3.7365395465 |
| 1993-06-01 | 3.7403561471 |
| 1993-07-01 | 3.7416404366 |
| 1993-08-01 | 3.8103103129 |
| 1993-09-01 | 3.8268472852 |
| 1993-10-01 | 3.7896209954 |
| 1993-11-01 | 3.7402100589 |
| 1993-12-01 | 3.8444464288 |
| 1994-01-01 | 3.7656956497 |
| 1994-02-01 | 3.7718075005 |
| 1994-03-01 | 3.7769689892 |
| 1994-04-01 | 3.7560900297 |
| 1994-05-01 | 3.7313920059 |
| 1994-06-01 | 3.7329019410 |
| 1994-07-01 | 3.8480918920 |
| 1994-08-01 | 3.8132763010 |
| 1994-09-01 | 3.8321694657 |
| 1994-10-01 | 3.7959127219 |
| 1994-11-01 | 3.8407892953 |
| 1994-12-01 | 3.9513628558 |
| 1995-01-01 | 3.7615224119 |
| 1995-02-01 | 3.7596017949 |
| 1995-03-01 | 3.6729681967 |
| 1995-04-01 | 3.7579193143 |
| 1995-05-01 | 3.7184739121 |
| 1995-06-01 | 3.8235420956 |
| 1995-07-01 | 3.8585756817 |
| 1995-08-01 | 3.8206966768 |
| 1995-09-01 | 3.8433995234 |
| 1995-10-01 | 3.9023192215 |
| 1995-11-01 | 4.0423790335 |
| 1995-12-01 | 4.0579536266 |
| 1996-01-01 | 4.1608596679 |
| 1996-02-01 | 4.2468664546 |
| 1996-03-01 | 4.2689534509 |
| 1996-04-01 | 4.2552773954 |
| 1996-05-01 | 4.3033455508 |
| 1996-06-01 | 4.2054934948 |
| 1996-07-01 | 4.2697511629 |
| 1996-08-01 | 4.3339483996 |
| 1996-09-01 | 4.3623683297 |
| 1996-10-01 | 4.4029108570 |
| 1996-11-01 | 4.3448933839 |
| 1996-12-01 | 4.3622825628 |
| 1997-01-01 | 4.4627008126 |
| 1997-02-01 | 4.4393709059 |
| 1997-03-01 | 4.4659174048 |
| 1997-04-01 | 4.5457816510 |
| 1997-05-01 | 4.5837294499 |
| 1997-06-01 | 4.5907533805 |
| 1997-07-01 | 4.5856562053 |
| 1997-08-01 | 4.6488847665 |
| 1997-09-01 | 4.6803367549 |
| 1997-10-01 | 4.6982102292 |
| 1997-11-01 | 4.7511100569 |
| 1997-12-01 | 4.7619521466 |
| 1998-01-01 | 4.7559948386 |
| 1998-02-01 | 4.7345461582 |
| 1998-03-01 | 4.8661021262 |
| 1998-04-01 | 5.0407544753 |
| 1998-05-01 | 4.9707387646 |
| 1998-06-01 | 4.9804247454 |
| 1998-07-01 | 4.9007623569 |
| 1998-08-01 | 5.0607852476 |
| 1998-09-01 | 5.0956836208 |
| 1998-10-01 | 5.0927905468 |
| 1998-11-01 | 5.1536152686 |
| 1998-12-01 | 5.2509750027 |
| 1999-01-01 | 5.2449922698 |
| 1999-02-01 | 5.3357961213 |
| 1999-03-01 | 5.3690347607 |
| 1999-04-01 | 5.3372202269 |
| 1999-05-01 | 5.3655272860 |
| 1999-06-01 | 5.4848205663 |
| 1999-07-01 | 5.5115192333 |
| 1999-08-01 | 5.3716452573 |
| 1999-09-01 | 5.5027322535 |
| 1999-10-01 | 5.5867360138 |
| 1999-11-01 | 5.5504620706 |
| 1999-12-01 | 5.5363101579 |
| 2000-01-01 | 5.5294438642 |
| 2000-02-01 | 5.5362083330 |
| 2000-03-01 | 5.5705784015 |
| 2000-04-01 | 5.7378143228 |
| 2000-05-01 | 5.7762578709 |
| 2000-06-01 | 5.7974519648 |
| 2000-07-01 | 5.8219835766 |
| 2000-08-01 | 5.7762076932 |
| 2000-09-01 | 5.9035889942 |
| 2000-10-01 | 5.9782980193 |
| 2000-11-01 | 6.0421931009 |
| 2000-12-01 | 6.1199085103 |
| 2001-01-01 | 6.3135882534 |
| 2001-02-01 | 6.3403263458 |
| 2001-03-01 | 6.3743352400 |
| 2001-04-01 | 6.3349569211 |
| 2001-05-01 | 6.3864585287 |
| 2001-06-01 | 6.4209740604 |
| 2001-07-01 | 6.4392533012 |
| 2001-08-01 | 6.4754827536 |
| 2001-09-01 | 6.3954484102 |
| 2001-10-01 | 6.4648723929 |
| 2001-11-01 | 6.5378861775 |
| 2001-12-01 | 6.6077675539 |
| 2002-01-01 | 6.6002710053 |
| 2002-02-01 | 6.5415676404 |
| 2002-03-01 | 6.2759699904 |
| 2002-04-01 | 6.3329991222 |
| 2002-05-01 | 6.3961726117 |
| 2002-06-01 | 6.4472140856 |
| 2002-07-01 | 6.5605469324 |
| 2002-08-01 | 6.5653583556 |
| 2002-09-01 | 6.6818046265 |
| 2002-10-01 | 6.7532759403 |
| 2002-11-01 | 6.8345613924 |
| 2002-12-01 | 6.7987633670 |
| 2003-01-01 | 6.4971149317 |
| 2003-02-01 | 6.5465301620 |
| 2003-03-01 | 6.5763529872 |
| 2003-04-01 | 6.6295569230 |
| 2003-05-01 | 6.5947159920 |
| 2003-06-01 | 6.6718124945 |
| 2003-07-01 | 6.6775581858 |
| 2003-08-01 | 6.7571728958 |
| 2003-09-01 | 6.7672649297 |
| 2003-10-01 | 6.7432563062 |
| 2003-11-01 | 6.7335387783 |
| 2003-12-01 | 6.7980730934 |
| 2004-01-01 | 6.9045517578 |
| 2004-02-01 | 6.7473385675 |
| 2004-03-01 | 6.6720348577 |
| 2004-04-01 | 6.7269509357 |
| 2004-05-01 | 6.6887281050 |
| 2004-06-01 | 6.6858695169 |
| 2004-07-01 | 6.6907629692 |
| 2004-08-01 | 6.7485476748 |
| 2004-09-01 | 6.7585620465 |
| 2004-10-01 | 6.8362131235 |
| 2004-11-01 | 6.8377073629 |
| 2004-12-01 | 6.9006145244 |
| 2005-01-01 | 6.9153886517 |
| 2005-02-01 | 6.9493578194 |
| 2005-03-01 | 6.9673632600 |
| 2005-04-01 | 7.1179839625 |
| 2005-05-01 | 7.0756947060 |
| 2005-06-01 | 7.0960308568 |
| 2005-07-01 | 6.9983847805 |
| 2005-08-01 | 7.1455072232 |
| 2005-09-01 | 7.1568898366 |
| 2005-10-01 | 7.1350539785 |
| 2005-11-01 | 7.1407994027 |
| 2005-12-01 | 7.1091792159 |
| 2006-01-01 | 7.1229211015 |
| 2006-02-01 | 7.1453217460 |
| 2006-03-01 | 7.1611288105 |
| 2006-04-01 | 7.1086561518 |
| 2006-05-01 | 7.1669786405 |
| 2006-06-01 | 7.1026621649 |
| 2006-07-01 | 7.0997608544 |
| 2006-08-01 | 7.0399972654 |
| 2006-09-01 | 7.0616781733 |
| 2006-10-01 | 7.0450990374 |
| 2006-11-01 | 7.0417880522 |
| 2006-12-01 | 7.0175791974 |
| 2007-01-01 | 7.0235131100 |
| 2007-02-01 | 7.0371687441 |
| 2007-03-01 | 7.1572010588 |
| 2007-04-01 | 7.0944141518 |
| 2007-05-01 | 7.1669856853 |
| 2007-06-01 | 7.2135188084 |
| 2007-07-01 | 7.1932380119 |
| 2007-08-01 | 7.2389650568 |
| 2007-09-01 | 7.2683258765 |
| 2007-10-01 | 7.3562658630 |
| 2007-11-01 | 7.3392514059 |
| 2007-12-01 | 7.4238240829 |
| 2008-01-01 | 7.4212207240 |
| 2008-02-01 | 7.4285381054 |
| 2008-03-01 | 7.4560062010 |
| 2008-04-01 | 7.4797354640 |
| 2008-05-01 | 7.4745630446 |
| 2008-06-01 | 7.4187237431 |
| 2008-07-01 | 7.4865854720 |
| 2008-08-01 | 7.5382205559 |
| 2008-09-01 | 7.5752814999 |
| 2008-10-01 | 7.5674332004 |
| 2008-11-01 | 7.6432321578 |
| 2008-12-01 | 7.6234512721 |
| 2009-01-01 | 7.8179721577 |
| 2009-02-01 | 7.7158955382 |
| 2009-03-01 | 7.7528405677 |
| 2009-04-01 | 7.7668609622 |
| 2009-05-01 | 7.7864662578 |
| 2009-06-01 | 7.8246673528 |
| 2009-07-01 | 7.8848177287 |
| 2009-08-01 | 7.9397875290 |
| 2009-09-01 | 7.8786079660 |
| 2009-10-01 | 7.8748494159 |
| 2009-11-01 | 7.9441673650 |
| 2009-12-01 | 7.9200792158 |
| 2010-01-01 | 8.1161314540 |
| 2010-02-01 | 8.0070073912 |
| 2010-03-01 | 7.9525480007 |
| 2010-04-01 | 8.0598867733 |
| 2010-05-01 | 7.9914034779 |
| 2010-06-01 | 8.0266399842 |
| 2010-07-01 | 8.1862003937 |
| 2010-08-01 | 8.1419818741 |
| 2010-09-01 | 8.1807226770 |
| 2010-10-01 | 8.3829806044 |
| 2010-11-01 | 8.2457046539 |
| 2010-12-01 | 8.3149085672 |
| 2011-01-01 | 8.3148727710 |
| 2011-02-01 | 8.2985257191 |
| 2011-03-01 | 8.3501783090 |
| 2011-04-01 | 8.3547200647 |
| 2011-05-01 | 8.3890544994 |
| 2011-06-01 | 8.4313344305 |
| 2011-07-01 | 8.3952549912 |
| 2011-08-01 | 8.3500043496 |
| 2011-09-01 | 8.3825149947 |
| 2011-10-01 | 8.3864813302 |
| 2011-11-01 | 8.3427956208 |
| 2011-12-01 | 8.3037696363 |
| 2012-01-01 | 8.4110162371 |
| 2012-02-01 | 8.5009071140 |
| 2012-03-01 | 8.5474657191 |
| 2012-04-01 | 8.4515451252 |
| 2012-05-01 | 8.4813954119 |
| 2012-06-01 | 8.5366625998 |
| 2012-07-01 | 8.5070339321 |
| 2012-08-01 | 8.5565946269 |
| 2012-09-01 | 8.5815825037 |
| 2012-10-01 | 8.5905012548 |
| 2012-11-01 | 8.6484534642 |
| 2012-12-01 | 8.5925250305 |
| 2013-01-01 | 8.6032506113 |
| 2013-02-01 | 8.5018153189 |
| 2013-03-01 | 8.6391492537 |
| 2013-04-01 | 8.7464675926 |
| 2013-05-01 | 8.8728651116 |
| 2013-06-01 | 8.8516453485 |
| 2013-07-01 | 8.9228530411 |
| 2013-08-01 | 8.9602975337 |
| 2013-09-01 | 8.9780328446 |
| 2013-10-01 | 8.9921896509 |
| 2013-11-01 | 9.0516255027 |
| 2013-12-01 | 9.0854408740 |
| 2014-01-01 | 9.0942598919 |
| 2014-02-01 | 9.1068753408 |
| 2014-03-01 | 9.1330386905 |
| 2014-04-01 | 9.1391693978 |
| 2014-05-01 | 9.1626126371 |
| 2014-06-01 | 9.1714348912 |
| 2014-07-01 | 9.1288736300 |
| 2014-08-01 | 9.1598127960 |
| 2014-09-01 | 9.1739517496 |
| 2014-10-01 | 9.3957896117 |
| 2014-11-01 | 9.3611447956 |
| 2014-12-01 | 9.3854804433 |
| 2015-01-01 | 9.4853543348 |
| 2015-02-01 | 9.3070396479 |
| 2015-03-01 | 9.3265885778 |
| 2015-04-01 | 9.3316845826 |
| 2015-05-01 | 9.2563698804 |
| 2015-06-01 | 9.2845276062 |
| 2015-07-01 | 9.3321876640 |
| 2015-08-01 | 9.3603227247 |
| 2015-09-01 | 9.3767382685 |
| 2015-10-01 | 9.2916739996 |
| 2015-11-01 | 9.2663953756 |
| 2015-12-01 | 9.1847843305 |
| 2016-01-01 | 9.3821190981 |
| 2016-02-01 | 9.4145386221 |
| 2016-03-01 | 9.4267870642 |
| 2016-04-01 | 9.4242521702 |
| 2016-05-01 | 9.4505880550 |
| 2016-06-01 | 9.3851170563 |
| 2016-07-01 | 9.4295870174 |
| 2016-08-01 | 9.4611754067 |
| 2016-09-01 | 9.4805702449 |
| 2016-10-01 | 9.4871458484 |
| 2016-11-01 | 9.4721497493 |
| 2016-12-01 | 9.3874351091 |
| 2017-01-01 | 9.4827708811 |
| 2017-02-01 | 9.6223960484 |
| 2017-03-01 | 9.5320025813 |
| 2017-04-01 | 9.5209903964 |
| 2017-05-01 | 9.5427147137 |
| 2017-06-01 | 9.4732484903 |
| 2017-07-01 | 9.5271112962 |
| 2017-08-01 | 9.4634339933 |
| 2017-09-01 | 9.4867922649 |
| 2017-10-01 | 9.4791366614 |
| 2017-11-01 | 9.4681119912 |
| 2017-12-01 | 9.4944391120 |
| 2018-01-01 | 9.1879236542 |
| 2018-02-01 | 9.2383901801 |
| 2018-03-01 | 9.2414409259 |
| 2018-04-01 | 9.2160471867 |
| 2018-05-01 | 9.2367052981 |
| 2018-06-01 | 9.3554100979 |
| 2018-07-01 | 9.3203061013 |
| 2018-08-01 | 9.3631073015 |
| 2018-09-01 | 9.2941230295 |
| 2018-10-01 | 9.3719707019 |
| 2018-11-01 | 9.4613620666 |
| 2018-12-01 | 9.4047482118 |
| 2019-01-01 | 9.2938220322 |
| 2019-02-01 | 9.3560018188 |
| 2019-03-01 | 9.3507196244 |
| 2019-04-01 | 9.4115979216 |
| 2019-05-01 | 9.4332890190 |
| 2019-06-01 | 9.4353411187 |
| 2019-07-01 | 9.4128454081 |
| 2019-08-01 | 9.4634359866 |
| 2019-09-01 | 9.5018061511 |
| 2019-10-01 | 9.5664468987 |
| 2019-11-01 | 9.6479775536 |
| 2019-12-01 | 9.7173562100 |
| 2020-01-01 | 9.6984963746 |
| 2020-02-01 | 9.6755801886 |
| 2020-03-01 | 9.6540896528 |
| 2020-04-01 | 8.8029072259 |
| 2020-05-01 | 9.0402464698 |
| 2020-06-01 | 9.1225122306 |
| 2020-07-01 | 8.9994724767 |
| 2020-08-01 | 8.9619452401 |
| 2020-09-01 | 9.0076274430 |
| 2020-10-01 | 8.9681197640 |
| 2020-11-01 | 8.9411799027 |
| 2020-12-01 | 8.9306617302 |
| 2021-01-01 | 8.9958951630 |
| 2021-02-01 | 8.9850893068 |
| 2021-03-01 | 9.0481103524 |
| 2021-04-01 | 8.9951662956 |
| 2021-05-01 | 8.9501430566 |
| 2021-06-01 | 9.0208307665 |
| 2021-07-01 | 8.9873102279 |
| 2021-08-01 | 9.0614733624 |
| 2021-09-01 | 9.0147547657 |
| 2021-10-01 | 9.0717263905 |
| 2021-11-01 | 9.0370613318 |
| 2021-12-01 | 9.0475596694 |
| 2022-01-01 | 8.9874588178 |
| 2022-02-01 | 9.0880385422 |
| 2022-03-01 | 9.0271850775 |
| 2022-04-01 | 9.1890527065 |
| 2022-05-01 | 9.2628293291 |
| 2022-06-01 | 9.2269096066 |
| 2022-07-01 | 9.2771169850 |
| 2022-08-01 | 9.2644443644 |
| 2022-09-01 | 9.3260680904 |
| 2022-10-01 | 9.2737640731 |
| 2022-11-01 | 9.3396995625 |
| 2022-12-01 | 9.2597460487 |
| 2023-01-01 | 9.2782817338 |
| 2023-02-01 | 9.2772049221 |
| 2023-03-01 | 9.3055980175 |
| 2023-04-01 | 9.3879457699 |
| 2023-05-01 | 9.3742676594 |
| 2023-06-01 | 9.5311589191 |
| 2023-07-01 | 9.6709919791 |
| 2023-08-01 | 9.6673274655 |
| 2023-09-01 | 9.7433313833 |
| 2023-10-01 | 9.7776282636 |
| 2023-11-01 | 9.8413140943 |
| 2023-12-01 | 9.9667142496 |
| 2024-01-01 | 10.1692792890 |
| 2024-02-01 | 10.2627836358 |
| 2024-03-01 | 10.0889876252 |
| 2024-04-01 | 9.8894487383 |
| 2024-05-01 | 9.9812111458 |
| 2024-06-01 | 9.8324751995 |
| 2024-07-01 | 9.9687114042 |
| 2024-08-01 | 10.0714520342 |
| 2024-09-01 | 10.0596613451 |
| 2024-10-01 | 10.1819158310 |
| 2024-11-01 | 10.2475063233 |
| 2024-12-01 | 10.2655323847 |
| 2025-01-01 | 10.3613389264 |
| 2025-02-01 | 10.3449095681 |
| 2025-03-01 | 10.4801829026 |
| 2025-04-01 | 10.4935266372 |
| 2025-05-01 | 10.5833028514 |
| 2025-06-01 | 10.5312808438 |
| 2025-07-01 | 10.4719137745 |
| 2025-08-01 | 10.5724297754 |
| 2025-09-01 | 10.6735071691 |
| 2025-10-01 | 10.6847365013 |
| 2025-11-01 | 10.6518148935 |
| 2025-12-01 | 10.6651480614 |
| 2026-01-01 | 10.6547368914 |
| 2026-02-01 | 10.7341885799 |
| 2026-03-01 | 10.6739570387 |
| 2026-04-01 | 10.6982284604 |
| 2026-05-01 | 10.6818054898 |
| 2026-06-01 | 10.8300250944 |
| 2026-07-01 | 10.7771003284 |
| 2026-08-01 | 10.7731810050 |
| 2026-09-01 | 10.6792460057 |