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 2024-10-01 |
| Last Updated | 2024-11-20 6:05 AM CST |
| 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 | 3.2729095044269596 |
| 1990-02-01 | 3.1982921060110700 |
| 1990-03-01 | 3.2683792540539200 |
| 1990-04-01 | 3.1286707637450295 |
| 1990-05-01 | 3.1257925662877000 |
| 1990-06-01 | 3.1367200475241000 |
| 1990-07-01 | 3.1492711663438397 |
| 1990-08-01 | 3.0168588307768900 |
| 1990-09-01 | 3.1343250651087300 |
| 1990-10-01 | 3.1757407716950600 |
| 1990-11-01 | 3.2483380129914300 |
| 1990-12-01 | 3.1432588254081600 |
| 1991-01-01 | 3.2706231491681700 |
| 1991-02-01 | 3.3961185849345203 |
| 1991-03-01 | 3.3706400717359000 |
| 1991-04-01 | 3.4348842681630500 |
| 1991-05-01 | 3.4285545948874505 |
| 1991-06-01 | 3.4397013564178502 |
| 1991-07-01 | 3.4460886496057300 |
| 1991-08-01 | 3.4137223847398994 |
| 1991-09-01 | 3.4299813391909200 |
| 1991-10-01 | 3.4780871415213200 |
| 1991-11-01 | 3.4463899612505000 |
| 1991-12-01 | 3.4399117100858600 |
| 1992-01-01 | 3.4715934324167400 |
| 1992-02-01 | 3.4914752739445300 |
| 1992-03-01 | 3.5753221459193503 |
| 1992-04-01 | 3.6419089325191900 |
| 1992-05-01 | 3.6335650727420097 |
| 1992-06-01 | 3.6404118266019703 |
| 1992-07-01 | 3.6416325006331200 |
| 1992-08-01 | 3.7110753765709000 |
| 1992-09-01 | 3.7267792246160600 |
| 1992-10-01 | 3.8835728231877202 |
| 1992-11-01 | 3.7433266463194400 |
| 1992-12-01 | 3.7394341298016500 |
| 1993-01-01 | 3.7710444861575003 |
| 1993-02-01 | 3.5831906543927000 |
| 1993-03-01 | 3.6752577289364600 |
| 1993-04-01 | 3.6493239614466804 |
| 1993-05-01 | 3.7365396384082000 |
| 1993-06-01 | 3.7403556024867200 |
| 1993-07-01 | 3.7416403808219100 |
| 1993-08-01 | 3.8103102644149898 |
| 1993-09-01 | 3.8268472238066500 |
| 1993-10-01 | 3.7896209204429600 |
| 1993-11-01 | 3.7402100040288597 |
| 1993-12-01 | 3.8444466527578000 |
| 1994-01-01 | 3.7656957272477800 |
| 1994-02-01 | 3.7718075296392297 |
| 1994-03-01 | 3.7769697053283800 |
| 1994-04-01 | 3.7560900125025400 |
| 1994-05-01 | 3.7313921666042300 |
| 1994-06-01 | 3.7329008852965297 |
| 1994-07-01 | 3.8480918396390800 |
| 1994-08-01 | 3.8132762472847004 |
| 1994-09-01 | 3.8321693974754303 |
| 1994-10-01 | 3.7959126617610700 |
| 1994-11-01 | 3.8407892629222800 |
| 1994-12-01 | 3.9513630945671294 |
| 1995-01-01 | 3.7615224986069800 |
| 1995-02-01 | 3.7596022276982300 |
| 1995-03-01 | 3.6729689939461100 |
| 1995-04-01 | 3.7579193022956603 |
| 1995-05-01 | 3.7184741806190895 |
| 1995-06-01 | 3.8235405942821603 |
| 1995-07-01 | 3.8585752924019700 |
| 1995-08-01 | 3.8206965028599100 |
| 1995-09-01 | 3.8433993376384197 |
| 1995-10-01 | 3.9023191700533504 |
| 1995-11-01 | 4.0423791887829300 |
| 1995-12-01 | 4.0579541226181800 |
| 1996-01-01 | 4.1608600539635500 |
| 1996-02-01 | 4.2468674656030200 |
| 1996-03-01 | 4.2689543066041100 |
| 1996-04-01 | 4.2552771523926000 |
| 1996-05-01 | 4.3033455597005705 |
| 1996-06-01 | 4.2054917430560400 |
| 1996-07-01 | 4.2697501618228800 |
| 1996-08-01 | 4.3339475491913300 |
| 1996-09-01 | 4.3623678218158600 |
| 1996-10-01 | 4.4029108542846700 |
| 1996-11-01 | 4.3448941017499400 |
| 1996-12-01 | 4.3622839545878600 |
| 1997-01-01 | 4.4627023243522500 |
| 1997-02-01 | 4.4393732408814300 |
| 1997-03-01 | 4.4659185773280700 |
| 1997-04-01 | 4.5457796568070600 |
| 1997-05-01 | 4.5837290822564010 |
| 1997-06-01 | 4.5907513623789400 |
| 1997-07-01 | 4.5856542748560100 |
| 1997-08-01 | 4.6488835133350800 |
| 1997-09-01 | 4.6803348901534690 |
| 1997-10-01 | 4.6982085743188895 |
| 1997-11-01 | 4.7511089624318394 |
| 1997-12-01 | 4.7619517026519700 |
| 1998-01-01 | 4.7560121719921900 |
| 1998-02-01 | 4.7345473999331110 |
| 1998-03-01 | 4.8661021429652800 |
| 1998-04-01 | 5.0407496799004010 |
| 1998-05-01 | 4.9707366222245595 |
| 1998-06-01 | 4.9804213783136900 |
| 1998-07-01 | 4.9007583132464510 |
| 1998-08-01 | 5.0607817946863900 |
| 1998-09-01 | 5.0956832427198600 |
| 1998-10-01 | 5.0927882543082100 |
| 1998-11-01 | 5.1536161203954410 |
| 1998-12-01 | 5.2509537055044900 |
| 1999-01-01 | 5.2450358518712505 |
| 1999-02-01 | 5.3358100170337600 |
| 1999-03-01 | 5.3690286015056110 |
| 1999-04-01 | 5.3372105005832700 |
| 1999-05-01 | 5.3655231967134900 |
| 1999-06-01 | 5.4848163551826910 |
| 1999-07-01 | 5.5115134601174500 |
| 1999-08-01 | 5.3716393007557900 |
| 1999-09-01 | 5.5027304484667100 |
| 1999-10-01 | 5.5867260729905790 |
| 1999-11-01 | 5.5504743133514200 |
| 1999-12-01 | 5.5362492253188100 |
| 2000-01-01 | 5.5295254437203490 |
| 2000-02-01 | 5.5362406606247900 |
| 2000-03-01 | 5.5705680851464106 |
| 2000-04-01 | 5.7378003177666200 |
| 2000-05-01 | 5.7762549801127200 |
| 2000-06-01 | 5.7974440502921600 |
| 2000-07-01 | 5.8219738690629990 |
| 2000-08-01 | 5.7761969747581900 |
| 2000-09-01 | 5.9035853301317600 |
| 2000-10-01 | 5.9782808115309600 |
| 2000-11-01 | 6.0422180795150900 |
| 2000-12-01 | 6.1198102510363400 |
| 2001-01-01 | 6.3136980645674590 |
| 2001-02-01 | 6.3403803200558790 |
| 2001-03-01 | 6.3743204593903100 |
| 2001-04-01 | 6.3349413673500900 |
| 2001-05-01 | 6.3864591960119810 |
| 2001-06-01 | 6.4209635513745700 |
| 2001-07-01 | 6.4392405926397100 |
| 2001-08-01 | 6.4754687267136500 |
| 2001-09-01 | 6.3954392821767500 |
| 2001-10-01 | 6.4648460200886800 |
| 2001-11-01 | 6.5379192498051400 |
| 2001-12-01 | 6.6076502656910705 |
| 2002-01-01 | 6.6003980852096900 |
| 2002-02-01 | 6.5416293706546400 |
| 2002-03-01 | 6.2759560344320000 |
| 2002-04-01 | 6.3329861399674600 |
| 2002-05-01 | 6.3961776644782500 |
| 2002-06-01 | 6.4472008170816600 |
| 2002-07-01 | 6.5605306881223300 |
| 2002-08-01 | 6.5653415982151800 |
| 2002-09-01 | 6.6817942636591100 |
| 2002-10-01 | 6.7532491711031994 |
| 2002-11-01 | 6.8345951202931605 |
| 2002-12-01 | 6.7986476125439590 |
| 2003-01-01 | 6.4972313697489810 |
| 2003-02-01 | 6.5465943643437600 |
| 2003-03-01 | 6.5763383638958610 |
| 2003-04-01 | 6.6295482302242700 |
| 2003-05-01 | 6.5947256377057600 |
| 2003-06-01 | 6.6718015448750200 |
| 2003-07-01 | 6.6775432905604100 |
| 2003-08-01 | 6.7571580239131790 |
| 2003-09-01 | 6.7672523546205300 |
| 2003-10-01 | 6.7432291065852000 |
| 2003-11-01 | 6.7335693608034810 |
| 2003-12-01 | 6.7979764962454100 |
| 2004-01-01 | 6.9046399317594300 |
| 2004-02-01 | 6.7473883718778090 |
| 2004-03-01 | 6.6720263977612100 |
| 2004-04-01 | 6.7269479769036900 |
| 2004-05-01 | 6.6887439026313500 |
| 2004-06-01 | 6.6858631559872400 |
| 2004-07-01 | 6.6907519625109400 |
| 2004-08-01 | 6.7485368626404500 |
| 2004-09-01 | 6.7585511287282900 |
| 2004-10-01 | 6.8361927142603305 |
| 2004-11-01 | 6.8377250943957195 |
| 2004-12-01 | 6.9005540562503900 |
| 2005-01-01 | 6.9154336461144100 |
| 2005-02-01 | 6.9493837119047000 |
| 2005-03-01 | 6.9673541883882310 |
| 2005-04-01 | 7.1179795178105590 |
| 2005-05-01 | 7.0757048141070490 |
| 2005-06-01 | 7.0960786698059200 |
| 2005-07-01 | 6.9983717094043600 |
| 2005-08-01 | 7.1454952336556690 |
| 2005-09-01 | 7.1568761347141690 |
| 2005-10-01 | 7.1350376020090700 |
| 2005-11-01 | 7.1408018510356510 |
| 2005-12-01 | 7.1091531592993995 |
| 2006-01-01 | 7.1229263655392190 |
| 2006-02-01 | 7.1453224495268800 |
| 2006-03-01 | 7.1611210318491190 |
| 2006-04-01 | 7.1086503376456200 |
| 2006-05-01 | 7.1669831228784410 |
| 2006-06-01 | 7.1027652888040995 |
| 2006-07-01 | 7.0997483951652690 |
| 2006-08-01 | 7.0399805401293305 |
| 2006-09-01 | 7.0616775463672810 |
| 2006-10-01 | 7.0450251198757200 |
| 2006-11-01 | 7.0418043347369700 |
| 2006-12-01 | 7.0175981386476100 |
| 2007-01-01 | 7.0234901244714110 |
| 2007-02-01 | 7.0371964338320800 |
| 2007-03-01 | 7.1571008860954100 |
| 2007-04-01 | 7.0944401684932800 |
| 2007-05-01 | 7.1670173155380890 |
| 2007-06-01 | 7.2137081216553405 |
| 2007-07-01 | 7.1931400780908900 |
| 2007-08-01 | 7.2389596454668090 |
| 2007-09-01 | 7.2683415713332000 |
| 2007-10-01 | 7.3560918739505600 |
| 2007-11-01 | 7.3392932576886105 |
| 2007-12-01 | 7.4238797497550590 |
| 2008-01-01 | 7.4211975540260490 |
| 2008-02-01 | 7.4286175730639800 |
| 2008-03-01 | 7.4558370931278710 |
| 2008-04-01 | 7.4798132182390400 |
| 2008-05-01 | 7.4746439800981800 |
| 2008-06-01 | 7.4189545416526400 |
| 2008-07-01 | 7.4864035464495710 |
| 2008-08-01 | 7.5382103864368000 |
| 2008-09-01 | 7.5752727696755700 |
| 2008-10-01 | 7.5670979364615900 |
| 2008-11-01 | 7.6432241756873800 |
| 2008-12-01 | 7.6236979588544600 |
| 2009-01-01 | 7.8179026885327800 |
| 2009-02-01 | 7.7161729730896300 |
| 2009-03-01 | 7.7525360732133795 |
| 2009-04-01 | 7.7670006106900190 |
| 2009-05-01 | 7.7866091808666910 |
| 2009-06-01 | 7.8249519869962000 |
| 2009-07-01 | 7.8845532407710100 |
| 2009-08-01 | 7.9397679636921294 |
| 2009-09-01 | 7.8785549900901000 |
| 2009-10-01 | 7.8744244807480400 |
| 2009-11-01 | 7.9437800188246905 |
| 2009-12-01 | 7.9204640814759010 |
| 2010-01-01 | 8.1159592359873400 |
| 2010-02-01 | 8.0079850775610900 |
| 2010-03-01 | 7.9520812364650890 |
| 2010-04-01 | 8.0599441473872600 |
| 2010-05-01 | 7.9918441676065990 |
| 2010-06-01 | 8.0268123944815990 |
| 2010-07-01 | 8.1858674662042400 |
| 2010-08-01 | 8.1418761402478490 |
| 2010-09-01 | 8.1805679573660500 |
| 2010-10-01 | 8.3824497431623800 |
| 2010-11-01 | 8.2449115003490500 |
| 2010-12-01 | 8.3154332485176210 |
| 2011-01-01 | 8.3146224311293900 |
| 2011-02-01 | 8.3002185188272900 |
| 2011-03-01 | 8.3495661065457400 |
| 2011-04-01 | 8.3547202003828900 |
| 2011-05-01 | 8.3898214081276800 |
| 2011-06-01 | 8.4314636972532000 |
| 2011-07-01 | 8.3949876191920810 |
| 2011-08-01 | 8.3500146071683800 |
| 2011-09-01 | 8.3816344446405400 |
| 2011-10-01 | 8.3858175785843210 |
| 2011-11-01 | 8.3417430138173100 |
| 2011-12-01 | 8.3042917897195500 |
| 2012-01-01 | 8.4109674334873700 |
| 2012-02-01 | 8.5031681176711300 |
| 2012-03-01 | 8.5469321935647200 |
| 2012-04-01 | 8.4515385582093300 |
| 2012-05-01 | 8.4821581169642200 |
| 2012-06-01 | 8.5368052711754300 |
| 2012-07-01 | 8.5069816013936510 |
| 2012-08-01 | 8.5567203372694410 |
| 2012-09-01 | 8.5799376940518600 |
| 2012-10-01 | 8.5896805270688610 |
| 2012-11-01 | 8.6474120934207500 |
| 2012-12-01 | 8.5927234208489800 |
| 2013-01-01 | 8.6035219664831700 |
| 2013-02-01 | 8.5042056476691900 |
| 2013-03-01 | 8.6389230335834010 |
| 2013-04-01 | 8.7466610650379300 |
| 2013-05-01 | 8.8734097551001900 |
| 2013-06-01 | 8.8519659845911800 |
| 2013-07-01 | 8.9230997786860600 |
| 2013-08-01 | 8.9605833838121410 |
| 2013-09-01 | 8.9756853889077400 |
| 2013-10-01 | 8.9913507934822880 |
| 2013-11-01 | 9.0507876992502800 |
| 2013-12-01 | 9.0839564266635390 |
| 2014-01-01 | 9.0950355276016190 |
| 2014-02-01 | 9.1099917195467000 |
| 2014-03-01 | 9.1332711802258920 |
| 2014-04-01 | 9.1396142648149400 |
| 2014-05-01 | 9.1629815450364600 |
| 2014-06-01 | 9.1719011281538800 |
| 2014-07-01 | 9.1292649746710000 |
| 2014-08-01 | 9.1600087651533400 |
| 2014-09-01 | 9.1714404442605800 |
| 2014-10-01 | 9.3947719529899910 |
| 2014-11-01 | 9.3603551697488100 |
| 2014-12-01 | 9.3817320662723010 |
| 2015-01-01 | 9.4871489990822000 |
| 2015-02-01 | 9.3107691819841690 |
| 2015-03-01 | 9.3274827335737800 |
| 2015-04-01 | 9.3325660628391600 |
| 2015-05-01 | 9.2566396955891400 |
| 2015-06-01 | 9.2853212612139000 |
| 2015-07-01 | 9.3326558614354500 |
| 2015-08-01 | 9.3605581250377500 |
| 2015-09-01 | 9.3723911959661300 |
| 2015-10-01 | 9.2905505472363300 |
| 2015-11-01 | 9.2665159695033200 |
| 2015-12-01 | 9.1792416939241200 |
| 2016-01-01 | 9.3848675667253810 |
| 2016-02-01 | 9.4190957454043000 |
| 2016-03-01 | 9.4284734078444500 |
| 2016-04-01 | 9.4255445285645600 |
| 2016-05-01 | 9.4506350894728400 |
| 2016-06-01 | 9.3859777145994610 |
| 2016-07-01 | 9.4297370514207390 |
| 2016-08-01 | 9.4610107373201500 |
| 2016-09-01 | 9.4746996116517200 |
| 2016-10-01 | 9.4856187967187110 |
| 2016-11-01 | 9.4726779099658100 |
| 2016-12-01 | 9.3817430884705700 |
| 2017-01-01 | 9.4863501991957000 |
| 2017-02-01 | 9.6277981182235980 |
| 2017-03-01 | 9.5356126300080600 |
| 2017-04-01 | 9.5226993490156600 |
| 2017-05-01 | 9.5410486717425100 |
| 2017-06-01 | 9.4735430772278410 |
| 2017-07-01 | 9.5268718635789100 |
| 2017-08-01 | 9.4629831798586500 |
| 2017-09-01 | 9.4795381768457500 |
| 2017-10-01 | 9.4773558201537600 |
| 2017-11-01 | 9.4690432510011300 |
| 2017-12-01 | 9.4892663617553700 |
| 2018-01-01 | 9.1910376231583810 |
| 2018-02-01 | 9.2439376892280900 |
| 2018-03-01 | 9.2528719807665800 |
| 2018-04-01 | 9.2171880941937700 |
| 2018-05-01 | 9.2292180858286610 |
| 2018-06-01 | 9.3545311475627400 |
| 2018-07-01 | 9.3192257335463590 |
| 2018-08-01 | 9.3635655149018290 |
| 2018-09-01 | 9.2866276918449200 |
| 2018-10-01 | 9.3693725347541700 |
| 2018-11-01 | 9.4615158290623200 |
| 2018-12-01 | 9.4012206404402490 |
| 2019-01-01 | 9.2959179388473810 |
| 2019-02-01 | 9.3609700126991700 |
| 2019-03-01 | 9.3746259305477400 |
| 2019-04-01 | 9.4116176808099610 |
| 2019-05-01 | 9.4191505342179700 |
| 2019-06-01 | 9.4323865066480500 |
| 2019-07-01 | 9.4100647513670700 |
| 2019-08-01 | 9.4639447172616310 |
| 2019-09-01 | 9.4925656387240200 |
| 2019-10-01 | 9.5624224732275080 |
| 2019-11-01 | 9.6476635457303500 |
| 2019-12-01 | 9.7165568233690800 |
| 2020-01-01 | 9.7008153666504490 |
| 2020-02-01 | 9.6817785686829300 |
| 2020-03-01 | 9.6919247666503400 |
| 2020-04-01 | 8.8036647560346000 |
| 2020-05-01 | 9.0162407970200710 |
| 2020-06-01 | 9.1157459197840180 |
| 2020-07-01 | 8.9965475243843800 |
| 2020-08-01 | 8.9623026472246100 |
| 2020-09-01 | 8.9964343519171610 |
| 2020-10-01 | 8.9591175197120900 |
| 2020-11-01 | 8.9343964103863910 |
| 2020-12-01 | 8.9321022128898400 |
| 2021-01-01 | 9.0017108329706800 |
| 2021-02-01 | 8.9975695867733000 |
| 2021-03-01 | 9.1058130150272110 |
| 2021-04-01 | 9.0015148491948100 |
| 2021-05-01 | 8.9180724171514100 |
| 2021-06-01 | 9.0035662716640500 |
| 2021-07-01 | 8.9786829474021500 |
| 2021-08-01 | 9.0622839728796000 |
| 2021-09-01 | 8.9964919855554200 |
| 2021-10-01 | 9.0574124898544800 |
| 2021-11-01 | 9.0247079443272610 |
| 2021-12-01 | 9.0474896945906700 |
| 2022-01-01 | 9.0020738588578900 |
| 2022-02-01 | 9.1067737030815810 |
| 2022-03-01 | 9.1084828771350100 |
| 2022-04-01 | 9.2045505526377590 |
| 2022-05-01 | 9.2265321155996200 |
| 2022-06-01 | 9.1955947254148300 |
| 2022-07-01 | 9.2623003798842410 |
| 2022-08-01 | 9.2624904580990890 |
| 2022-09-01 | 9.2982627608783500 |
| 2022-10-01 | 9.2541594897875400 |
| 2022-11-01 | 9.3182689309945190 |
| 2022-12-01 | 9.2562064282347700 |
| 2023-01-01 | 9.3029419800305000 |
| 2023-02-01 | 9.3088565983581000 |
| 2023-03-01 | 9.4088965941292000 |
| 2023-04-01 | 9.4121632555987310 |
| 2023-05-01 | 9.4376568608341200 |
| 2023-06-01 | 9.4885058415101420 |
| 2023-07-01 | 9.5487729162825400 |
| 2023-08-01 | 9.5633495199987610 |
| 2023-09-01 | 9.5978240045166900 |
| 2023-10-01 | 9.6530768209337100 |
| 2023-11-01 | 9.7136796376352700 |
| 2023-12-01 | 9.7603368546149500 |
| 2024-01-01 | 9.8050810757063400 |
| 2024-02-01 | 9.8094688991012300 |
| 2024-03-01 | 9.8044403441799300 |
| 2024-04-01 | 9.8191220656508910 |
| 2024-05-01 | 9.8469499014846190 |
| 2024-06-01 | 9.9840960151300900 |
| 2024-07-01 | 10.0423434736693020 |
| 2024-08-01 | 9.9642986454104400 |
| 2024-09-01 | 9.9993040201533400 |
| 2024-10-01 | 10.0519720351843010 |
