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 2026-06-01 |
| Last Updated | 2026-07-22 9:48 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 | 3.27290945871820 |
| 1990-02-01 | 3.19829209829001 |
| 1990-03-01 | 3.26837925772561 |
| 1990-04-01 | 3.12867077927900 |
| 1990-05-01 | 3.12579256621867 |
| 1990-06-01 | 3.13672005332493 |
| 1990-07-01 | 3.14927117770217 |
| 1990-08-01 | 3.01685885468010 |
| 1990-09-01 | 3.13432508953422 |
| 1990-10-01 | 3.17574080975446 |
| 1990-11-01 | 3.24833803926655 |
| 1990-12-01 | 3.14325873625051 |
| 1991-01-01 | 3.27062309986105 |
| 1991-02-01 | 3.39611857381108 |
| 1991-03-01 | 3.37064006755919 |
| 1991-04-01 | 3.43488428216734 |
| 1991-05-01 | 3.42855459152180 |
| 1991-06-01 | 3.43970136391796 |
| 1991-07-01 | 3.44608866926466 |
| 1991-08-01 | 3.41372241355823 |
| 1991-09-01 | 3.42998137189924 |
| 1991-10-01 | 3.47808718922588 |
| 1991-11-01 | 3.44638999897561 |
| 1991-12-01 | 3.43991160236971 |
| 1992-01-01 | 3.47159339954909 |
| 1992-02-01 | 3.49147528814609 |
| 1992-03-01 | 3.57532199949663 |
| 1992-04-01 | 3.64190898316130 |
| 1992-05-01 | 3.63356506810665 |
| 1992-06-01 | 3.64041186262078 |
| 1992-07-01 | 3.64163254565253 |
| 1992-08-01 | 3.71107542090001 |
| 1992-09-01 | 3.72677927130873 |
| 1992-10-01 | 3.88357288228789 |
| 1992-11-01 | 3.74332669740156 |
| 1992-12-01 | 3.73943400236133 |
| 1993-01-01 | 3.77104446512587 |
| 1993-02-01 | 3.58319067328475 |
| 1993-03-01 | 3.67525741307612 |
| 1993-04-01 | 3.64932400525436 |
| 1993-05-01 | 3.73653959130438 |
| 1993-06-01 | 3.74035586001520 |
| 1993-07-01 | 3.74164041774112 |
| 1993-08-01 | 3.81031030354662 |
| 1993-09-01 | 3.82684727410416 |
| 1993-10-01 | 3.78962098623561 |
| 1993-11-01 | 3.74021005995330 |
| 1993-12-01 | 3.84444652358141 |
| 1994-01-01 | 3.76569570260899 |
| 1994-02-01 | 3.77180753811342 |
| 1994-03-01 | 3.77696920749688 |
| 1994-04-01 | 3.75609004609897 |
| 1994-05-01 | 3.73139208140848 |
| 1994-06-01 | 3.73290137714761 |
| 1994-07-01 | 3.84809188061333 |
| 1994-08-01 | 3.81327629775788 |
| 1994-09-01 | 3.83216946178755 |
| 1994-10-01 | 3.79591273245677 |
| 1994-11-01 | 3.84078932540136 |
| 1994-12-01 | 3.95136297831687 |
| 1995-01-01 | 3.76152249517595 |
| 1995-02-01 | 3.75960198161579 |
| 1995-03-01 | 3.67296847702924 |
| 1995-04-01 | 3.75791922672287 |
| 1995-05-01 | 3.71847406269347 |
| 1995-06-01 | 3.82354130931174 |
| 1995-07-01 | 3.85857549418195 |
| 1995-08-01 | 3.82069666664374 |
| 1995-09-01 | 3.84339950931184 |
| 1995-10-01 | 3.90231926160510 |
| 1995-11-01 | 4.04237915471217 |
| 1995-12-01 | 4.05795386745464 |
| 1996-01-01 | 4.16085988969383 |
| 1996-02-01 | 4.24686686725246 |
| 1996-03-01 | 4.26895380741770 |
| 1996-04-01 | 4.25527712744917 |
| 1996-05-01 | 4.30334560864585 |
| 1996-06-01 | 4.20549254769083 |
| 1996-07-01 | 4.26975054203562 |
| 1996-08-01 | 4.33394805680368 |
| 1996-09-01 | 4.36236815074640 |
| 1996-10-01 | 4.40291100725356 |
| 1996-11-01 | 4.34489394133219 |
| 1996-12-01 | 4.36228343264453 |
| 1997-01-01 | 4.46270171881040 |
| 1997-02-01 | 4.43937194981259 |
| 1997-03-01 | 4.46591793252885 |
| 1997-04-01 | 4.54578016570920 |
| 1997-05-01 | 4.58372911446559 |
| 1997-06-01 | 4.59075199524634 |
| 1997-07-01 | 4.58565486941241 |
| 1997-08-01 | 4.64888364335078 |
| 1997-09-01 | 4.68033632202424 |
| 1997-10-01 | 4.69821044739601 |
| 1997-11-01 | 4.75111097854858 |
| 1997-12-01 | 4.76195347013479 |
| 1998-01-01 | 4.75600123989303 |
| 1998-02-01 | 4.73454713288737 |
| 1998-03-01 | 4.86610198642828 |
| 1998-04-01 | 5.04075093206095 |
| 1998-05-01 | 4.97073691072821 |
| 1998-06-01 | 4.98042215609160 |
| 1998-07-01 | 4.90075973021485 |
| 1998-08-01 | 5.06078265684525 |
| 1998-09-01 | 5.09568294413238 |
| 1998-10-01 | 5.09279130086305 |
| 1998-11-01 | 5.15361794782192 |
| 1998-12-01 | 5.25097406266307 |
| 1999-01-01 | 5.24500899502461 |
| 1999-02-01 | 5.33580441137583 |
| 1999-03-01 | 5.36902789882069 |
| 1999-04-01 | 5.33721112648259 |
| 1999-05-01 | 5.36552242793799 |
| 1999-06-01 | 5.48481645236717 |
| 1999-07-01 | 5.51151558113805 |
| 1999-08-01 | 5.37164204197132 |
| 1999-09-01 | 5.50273214683230 |
| 1999-10-01 | 5.58673767757482 |
| 1999-11-01 | 5.55046631325861 |
| 1999-12-01 | 5.53630606720530 |
| 2000-01-01 | 5.52947207105560 |
| 2000-02-01 | 5.53622414751360 |
| 2000-03-01 | 5.57056448730250 |
| 2000-04-01 | 5.73779997641523 |
| 2000-05-01 | 5.77625032398522 |
| 2000-06-01 | 5.79744554413494 |
| 2000-07-01 | 5.82197872375580 |
| 2000-08-01 | 5.77620410213661 |
| 2000-09-01 | 5.90358969094900 |
| 2000-10-01 | 5.97830092328242 |
| 2000-11-01 | 6.04219931442304 |
| 2000-12-01 | 6.11990182837363 |
| 2001-01-01 | 6.31362415511082 |
| 2001-02-01 | 6.34035067491397 |
| 2001-03-01 | 6.37431294951503 |
| 2001-04-01 | 6.33493853997274 |
| 2001-05-01 | 6.38644950210319 |
| 2001-06-01 | 6.42096613187801 |
| 2001-07-01 | 6.43924815734034 |
| 2001-08-01 | 6.47547983291811 |
| 2001-09-01 | 6.39545012797206 |
| 2001-10-01 | 6.46487602897611 |
| 2001-11-01 | 6.53789263599005 |
| 2001-12-01 | 6.60776044806541 |
| 2002-01-01 | 6.60030915473661 |
| 2002-02-01 | 6.54159264376524 |
| 2002-03-01 | 6.27594523882687 |
| 2002-04-01 | 6.33298094515541 |
| 2002-05-01 | 6.39616409248367 |
| 2002-06-01 | 6.44720552968191 |
| 2002-07-01 | 6.56054168495845 |
| 2002-08-01 | 6.56535608636073 |
| 2002-09-01 | 6.68180683658292 |
| 2002-10-01 | 6.75327990913035 |
| 2002-11-01 | 6.83456801955044 |
| 2002-12-01 | 6.79875639005799 |
| 2003-01-01 | 6.49714878916861 |
| 2003-02-01 | 6.54655576368153 |
| 2003-03-01 | 6.57632677047220 |
| 2003-04-01 | 6.62954061965054 |
| 2003-05-01 | 6.59470872087857 |
| 2003-06-01 | 6.67180541178688 |
| 2003-07-01 | 6.67755410989534 |
| 2003-08-01 | 6.75717223018711 |
| 2003-09-01 | 6.76726753235509 |
| 2003-10-01 | 6.74325985601076 |
| 2003-11-01 | 6.73354377556555 |
| 2003-12-01 | 6.79806848394302 |
| 2004-01-01 | 6.90457537205758 |
| 2004-02-01 | 6.74735691904705 |
| 2004-03-01 | 6.67201502919986 |
| 2004-04-01 | 6.72693985524024 |
| 2004-05-01 | 6.68872359968755 |
| 2004-06-01 | 6.68586436679300 |
| 2004-07-01 | 6.69075990732456 |
| 2004-08-01 | 6.74854776025313 |
| 2004-09-01 | 6.75856418292590 |
| 2004-10-01 | 6.83621582513721 |
| 2004-11-01 | 6.83771083231699 |
| 2004-12-01 | 6.90061309689567 |
| 2005-01-01 | 6.91540079320025 |
| 2005-02-01 | 6.94936852714450 |
| 2005-03-01 | 6.96735010953758 |
| 2005-04-01 | 7.11797827269874 |
| 2005-05-01 | 7.07569255426776 |
| 2005-06-01 | 7.09602819784760 |
| 2005-07-01 | 6.99838320093117 |
| 2005-08-01 | 7.14550779701950 |
| 2005-09-01 | 7.15689126649084 |
| 2005-10-01 | 7.13505547576210 |
| 2005-11-01 | 7.14080085381172 |
| 2005-12-01 | 7.10918027601272 |
| 2006-01-01 | 7.12292544188324 |
| 2006-02-01 | 7.14532374492342 |
| 2006-03-01 | 7.16112365156910 |
| 2006-04-01 | 7.10865470974988 |
| 2006-05-01 | 7.16697809133919 |
| 2006-06-01 | 7.10266108293632 |
| 2006-07-01 | 7.09976004411180 |
| 2006-08-01 | 7.03999759580071 |
| 2006-09-01 | 7.06167879063491 |
| 2006-10-01 | 7.04509969473157 |
| 2006-11-01 | 7.04178884272483 |
| 2006-12-01 | 7.01758003346151 |
| 2007-01-01 | 7.02351451672753 |
| 2007-02-01 | 7.03716942405340 |
| 2007-03-01 | 7.15719812632317 |
| 2007-04-01 | 7.09441373527536 |
| 2007-05-01 | 7.16698503062668 |
| 2007-06-01 | 7.21351871155554 |
| 2007-07-01 | 7.19323806827455 |
| 2007-08-01 | 7.23896560555458 |
| 2007-09-01 | 7.26832628391291 |
| 2007-10-01 | 7.35626609010425 |
| 2007-11-01 | 7.33925166497460 |
| 2007-12-01 | 7.42382429873085 |
| 2008-01-01 | 7.42122091772144 |
| 2008-02-01 | 7.42853824135792 |
| 2008-03-01 | 7.45600533180307 |
| 2008-04-01 | 7.47973521659940 |
| 2008-05-01 | 7.47456261820560 |
| 2008-06-01 | 7.41872363747847 |
| 2008-07-01 | 7.48658562395966 |
| 2008-08-01 | 7.53822099807707 |
| 2008-09-01 | 7.57528174441445 |
| 2008-10-01 | 7.56743325492091 |
| 2008-11-01 | 7.64323227368706 |
| 2008-12-01 | 7.62345124842515 |
| 2009-01-01 | 7.81797225069788 |
| 2009-02-01 | 7.71589558392111 |
| 2009-03-01 | 7.75284013565128 |
| 2009-04-01 | 7.76686102930782 |
| 2009-05-01 | 7.78646603559770 |
| 2009-06-01 | 7.82466711521382 |
| 2009-07-01 | 7.88481787442153 |
| 2009-08-01 | 7.93978782146638 |
| 2009-09-01 | 7.87860807321906 |
| 2009-10-01 | 7.87484935488032 |
| 2009-11-01 | 7.94416742974282 |
| 2009-12-01 | 7.92007899285740 |
| 2010-01-01 | 8.11613145903404 |
| 2010-02-01 | 8.00700758003014 |
| 2010-03-01 | 7.95254798118592 |
| 2010-04-01 | 8.05988671240097 |
| 2010-05-01 | 7.99140364399948 |
| 2010-06-01 | 8.02663975767583 |
| 2010-07-01 | 8.18620044055315 |
| 2010-08-01 | 8.14198207509460 |
| 2010-09-01 | 8.18072269750672 |
| 2010-10-01 | 8.38298045622505 |
| 2010-11-01 | 8.24570466640038 |
| 2010-12-01 | 8.31490812430532 |
| 2011-01-01 | 8.31487260058787 |
| 2011-02-01 | 8.29852591414579 |
| 2011-03-01 | 8.35017853272010 |
| 2011-04-01 | 8.35471976462916 |
| 2011-05-01 | 8.38905478512183 |
| 2011-06-01 | 8.43133454204768 |
| 2011-07-01 | 8.39525544891663 |
| 2011-08-01 | 8.35000488577873 |
| 2011-09-01 | 8.38251620920983 |
| 2011-10-01 | 8.38648010889505 |
| 2011-11-01 | 8.34279481162376 |
| 2011-12-01 | 8.30376801858968 |
| 2012-01-01 | 8.41101648827160 |
| 2012-02-01 | 8.50090659486934 |
| 2012-03-01 | 8.54746547547977 |
| 2012-04-01 | 8.45154491898549 |
| 2012-05-01 | 8.48139646073479 |
| 2012-06-01 | 8.53666405974753 |
| 2012-07-01 | 8.50703596717280 |
| 2012-08-01 | 8.55659639432220 |
| 2012-09-01 | 8.58158525195595 |
| 2012-10-01 | 8.59049872892982 |
| 2012-11-01 | 8.64845119048552 |
| 2012-12-01 | 8.59251681902150 |
| 2013-01-01 | 8.60325107056853 |
| 2013-02-01 | 8.50181426794691 |
| 2013-03-01 | 8.63914957743691 |
| 2013-04-01 | 8.74646883523294 |
| 2013-05-01 | 8.87286800470113 |
| 2013-06-01 | 8.85164955274555 |
| 2013-07-01 | 8.92285815009826 |
| 2013-08-01 | 8.96030144522945 |
| 2013-09-01 | 8.97803841297505 |
| 2013-10-01 | 8.99218834227494 |
| 2013-11-01 | 9.05162593783073 |
| 2013-12-01 | 9.08539705870979 |
| 2014-01-01 | 9.09426649473559 |
| 2014-02-01 | 9.10687710643665 |
| 2014-03-01 | 9.13304365101553 |
| 2014-04-01 | 9.13917544327603 |
| 2014-05-01 | 9.16262088635853 |
| 2014-06-01 | 9.17144538473968 |
| 2014-07-01 | 9.12888495346086 |
| 2014-08-01 | 9.15982100431817 |
| 2014-09-01 | 9.17395850002146 |
| 2014-10-01 | 9.39578561584931 |
| 2014-11-01 | 9.36113820134216 |
| 2014-12-01 | 9.38538661030714 |
| 2015-01-01 | 9.48536962835740 |
| 2015-02-01 | 9.30704724829460 |
| 2015-03-01 | 9.32660214121002 |
| 2015-04-01 | 9.33170052070217 |
| 2015-05-01 | 9.25638976284779 |
| 2015-06-01 | 9.28455125780216 |
| 2015-07-01 | 9.33221080936007 |
| 2015-08-01 | 9.36034000515728 |
| 2015-09-01 | 9.37674450519004 |
| 2015-10-01 | 9.29166801708450 |
| 2015-11-01 | 9.26633986853863 |
| 2015-12-01 | 9.18464018782047 |
| 2016-01-01 | 9.38214871249302 |
| 2016-02-01 | 9.41455102742113 |
| 2016-03-01 | 9.42681453550733 |
| 2016-04-01 | 9.42428956652939 |
| 2016-05-01 | 9.45063271342051 |
| 2016-06-01 | 9.38516439302929 |
| 2016-07-01 | 9.42962618656786 |
| 2016-08-01 | 9.46119847522692 |
| 2016-09-01 | 9.48056513370195 |
| 2016-10-01 | 9.48712897821372 |
| 2016-11-01 | 9.47203968362599 |
| 2016-12-01 | 9.38720018632348 |
| 2017-01-01 | 9.48281186861027 |
| 2017-02-01 | 9.62240430722876 |
| 2017-03-01 | 9.53209338262360 |
| 2017-04-01 | 9.52102620229734 |
| 2017-05-01 | 9.54290186963356 |
| 2017-06-01 | 9.47331374282235 |
| 2017-07-01 | 9.52712568482094 |
| 2017-08-01 | 9.46342719967650 |
| 2017-09-01 | 9.48674930976355 |
| 2017-10-01 | 9.47909358993690 |
| 2017-11-01 | 9.46794641832266 |
| 2017-12-01 | 9.49413312558166 |
| 2018-01-01 | 9.18797170118567 |
| 2018-02-01 | 9.23838855922327 |
| 2018-03-01 | 9.24159141776109 |
| 2018-04-01 | 9.21608742119084 |
| 2018-05-01 | 9.23705641420751 |
| 2018-06-01 | 9.35553131234542 |
| 2018-07-01 | 9.32033351335772 |
| 2018-08-01 | 9.36309754002375 |
| 2018-09-01 | 9.29403986033277 |
| 2018-10-01 | 9.37183265993993 |
| 2018-11-01 | 9.46105037270780 |
| 2018-12-01 | 9.40420465517498 |
| 2019-01-01 | 9.29414509436121 |
| 2019-02-01 | 9.35568602866955 |
| 2019-03-01 | 9.35141496781316 |
| 2019-04-01 | 9.41144074259378 |
| 2019-05-01 | 9.43371261523287 |
| 2019-06-01 | 9.43551928243682 |
| 2019-07-01 | 9.41294914443510 |
| 2019-08-01 | 9.46349241182422 |
| 2019-09-01 | 9.50173361943314 |
| 2019-10-01 | 9.56623692881667 |
| 2019-11-01 | 9.64751581312599 |
| 2019-12-01 | 9.71665415613797 |
| 2020-01-01 | 9.69902975044064 |
| 2020-02-01 | 9.67482287405326 |
| 2020-03-01 | 9.65511308610635 |
| 2020-04-01 | 8.80231129018413 |
| 2020-05-01 | 9.04045809018523 |
| 2020-06-01 | 9.12225915744978 |
| 2020-07-01 | 9.00212455952091 |
| 2020-08-01 | 8.96163275110252 |
| 2020-09-01 | 9.00723143868854 |
| 2020-10-01 | 8.96758578364856 |
| 2020-11-01 | 8.94040136760494 |
| 2020-12-01 | 8.92957327205117 |
| 2021-01-01 | 8.99634721485583 |
| 2021-02-01 | 8.98371486557817 |
| 2021-03-01 | 9.04938660056547 |
| 2021-04-01 | 8.99444681565446 |
| 2021-05-01 | 8.95043011538071 |
| 2021-06-01 | 9.02061631969347 |
| 2021-07-01 | 8.99286123639105 |
| 2021-08-01 | 9.06095240673154 |
| 2021-09-01 | 9.01394335300095 |
| 2021-10-01 | 9.07056158871581 |
| 2021-11-01 | 9.03556528598670 |
| 2021-12-01 | 9.04582684273170 |
| 2022-01-01 | 8.98711800303099 |
| 2022-02-01 | 9.08605924699170 |
| 2022-03-01 | 9.02815668734976 |
| 2022-04-01 | 9.18859549508641 |
| 2022-05-01 | 9.26335206729312 |
| 2022-06-01 | 9.22675353655468 |
| 2022-07-01 | 9.28986583190917 |
| 2022-08-01 | 9.26304176238728 |
| 2022-09-01 | 9.32390583378574 |
| 2022-10-01 | 9.27086185395235 |
| 2022-11-01 | 9.33636735549644 |
| 2022-12-01 | 9.25629384342944 |
| 2023-01-01 | 9.27632159586172 |
| 2023-02-01 | 9.27420015507710 |
| 2023-03-01 | 9.30665844989845 |
| 2023-04-01 | 9.38953315720225 |
| 2023-05-01 | 9.37453264782343 |
| 2023-06-01 | 9.53322879531380 |
| 2023-07-01 | 9.69328313979854 |
| 2023-08-01 | 9.66859054681369 |
| 2023-09-01 | 9.73408065003495 |
| 2023-10-01 | 9.77122775433649 |
| 2023-11-01 | 9.83543050659809 |
| 2023-12-01 | 9.96142653636656 |
| 2024-01-01 | 10.16551225161490 |
| 2024-02-01 | 10.25943564708580 |
| 2024-03-01 | 10.09018030217510 |
| 2024-04-01 | 9.89353505719081 |
| 2024-05-01 | 9.98152897774313 |
| 2024-06-01 | 9.83627217563860 |
| 2024-07-01 | 10.00109977914700 |
| 2024-08-01 | 10.07584102831570 |
| 2024-09-01 | 10.04330175142380 |
| 2024-10-01 | 10.17142821207540 |
| 2024-11-01 | 10.23892389465520 |
| 2024-12-01 | 10.25829251650880 |
| 2025-01-01 | 10.35577677301840 |
| 2025-02-01 | 10.34137315649810 |
| 2025-03-01 | 10.48192698145480 |
| 2025-04-01 | 10.50095016710250 |
| 2025-05-01 | 10.58396594929620 |
| 2025-06-01 | 10.53792717564600 |
| 2025-07-01 | 10.50931058394940 |
| 2025-08-01 | 10.58171961726950 |
| 2025-09-01 | 10.64930542043520 |
| 2025-10-01 | 10.67065768073330 |
| 2025-11-01 | 10.64126254277960 |
| 2025-12-01 | 10.65678990057450 |
| 2026-01-01 | 10.64815869651480 |
| 2026-02-01 | 10.73104743240350 |
| 2026-03-01 | 10.67623750391310 |
| 2026-04-01 | 10.70761100207390 |
| 2026-05-01 | 10.68303057750560 |
| 2026-06-01 | 10.83765020298070 |