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 2024-11-01 |
| Last Updated | 2024-12-21 6:22 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 | 3.2729094921122903 |
| 1990-02-01 | 3.1982921046897800 |
| 1990-03-01 | 3.2683792572094900 |
| 1990-04-01 | 3.1286707661583500 |
| 1990-05-01 | 3.1257925659426700 |
| 1990-06-01 | 3.1367200491326900 |
| 1990-07-01 | 3.1492711698648703 |
| 1990-08-01 | 3.0168588369658400 |
| 1990-09-01 | 3.1343250724739598 |
| 1990-10-01 | 3.1757407818329400 |
| 1990-11-01 | 3.2483380200303500 |
| 1990-12-01 | 3.1432588002642996 |
| 1991-01-01 | 3.2706231352333996 |
| 1991-02-01 | 3.3961185816393500 |
| 1991-03-01 | 3.3706400720489900 |
| 1991-04-01 | 3.4348842700761300 |
| 1991-05-01 | 3.4285545943612905 |
| 1991-06-01 | 3.4397013595174700 |
| 1991-07-01 | 3.4460886576034904 |
| 1991-08-01 | 3.4137223931921500 |
| 1991-09-01 | 3.4299813490829200 |
| 1991-10-01 | 3.4780871539690200 |
| 1991-11-01 | 3.4463899704659404 |
| 1991-12-01 | 3.4399116774746203 |
| 1992-01-01 | 3.4715934202624800 |
| 1992-02-01 | 3.4914752745935296 |
| 1992-03-01 | 3.5753221089095300 |
| 1992-04-01 | 3.6419089450578700 |
| 1992-05-01 | 3.6335650722071400 |
| 1992-06-01 | 3.6404118415553497 |
| 1992-07-01 | 3.6416325204810800 |
| 1992-08-01 | 3.7110753919852697 |
| 1992-09-01 | 3.7267792388237297 |
| 1992-10-01 | 3.8835728376133300 |
| 1992-11-01 | 3.7433266572256100 |
| 1992-12-01 | 3.7394340871745100 |
| 1993-01-01 | 3.7710444710929400 |
| 1993-02-01 | 3.5831906499377300 |
| 1993-03-01 | 3.6752576422342904 |
| 1993-04-01 | 3.6493239650767006 |
| 1993-05-01 | 3.7365396157939700 |
| 1993-06-01 | 3.7403557428907597 |
| 1993-07-01 | 3.7416403921439000 |
| 1993-08-01 | 3.8103102722154400 |
| 1993-09-01 | 3.8268472334254997 |
| 1993-10-01 | 3.7896209309369200 |
| 1993-11-01 | 3.7402100094519600 |
| 1993-12-01 | 3.8444466017743200 |
| 1994-01-01 | 3.7656957037435300 |
| 1994-02-01 | 3.7718075156325700 |
| 1994-03-01 | 3.7769695670375896 |
| 1994-04-01 | 3.7560900095096703 |
| 1994-05-01 | 3.7313921278534705 |
| 1994-06-01 | 3.7329011595852900 |
| 1994-07-01 | 3.8480918484141700 |
| 1994-08-01 | 3.8132762538219000 |
| 1994-09-01 | 3.8321694057164300 |
| 1994-10-01 | 3.7959126649671100 |
| 1994-11-01 | 3.8407892575367004 |
| 1994-12-01 | 3.9513630339864503 |
| 1995-01-01 | 3.7615224653233303 |
| 1995-02-01 | 3.7596021281769403 |
| 1995-03-01 | 3.6729688291654505 |
| 1995-04-01 | 3.7579193290825600 |
| 1995-05-01 | 3.7184741087999997 |
| 1995-06-01 | 3.8235409798370297 |
| 1995-07-01 | 3.8585753876323100 |
| 1995-08-01 | 3.8206965239870203 |
| 1995-09-01 | 3.8433993611376400 |
| 1995-10-01 | 3.9023191637486296 |
| 1995-11-01 | 4.0423791372646800 |
| 1995-12-01 | 4.0579540006888900 |
| 1996-01-01 | 4.1608599490951095 |
| 1996-02-01 | 4.2468672399233800 |
| 1996-03-01 | 4.2689541135319200 |
| 1996-04-01 | 4.2552772558226400 |
| 1996-05-01 | 4.3033455420151006 |
| 1996-06-01 | 4.2054922016379600 |
| 1996-07-01 | 4.2697504470967300 |
| 1996-08-01 | 4.3339477377822800 |
| 1996-09-01 | 4.3623679269470400 |
| 1996-10-01 | 4.4029108107927110 |
| 1996-11-01 | 4.3448938644372900 |
| 1996-12-01 | 4.3622835559404910 |
| 1997-01-01 | 4.4627019025588700 |
| 1997-02-01 | 4.4393726930681700 |
| 1997-03-01 | 4.4659183012979590 |
| 1997-04-01 | 4.5457802977204596 |
| 1997-05-01 | 4.5837292184150495 |
| 1997-06-01 | 4.5907519765511395 |
| 1997-07-01 | 4.5856548656829800 |
| 1997-08-01 | 4.6488839702857700 |
| 1997-09-01 | 4.6803352112441400 |
| 1997-10-01 | 4.6982086837964500 |
| 1997-11-01 | 4.7511088084370900 |
| 1997-12-01 | 4.7619513636451300 |
| 1998-01-01 | 4.7560084976246100 |
| 1998-02-01 | 4.7345469864354400 |
| 1998-03-01 | 4.8661021819103300 |
| 1998-04-01 | 5.0407512125536700 |
| 1998-05-01 | 4.9707373854475705 |
| 1998-06-01 | 4.9804224838284500 |
| 1998-07-01 | 4.9007595008159100 |
| 1998-08-01 | 5.0607829078422400 |
| 1998-09-01 | 5.0956834809004500 |
| 1998-10-01 | 5.0927882762921300 |
| 1998-11-01 | 5.1536152538909100 |
| 1998-12-01 | 5.2509561959475990 |
| 1999-01-01 | 5.2450264327732010 |
| 1999-02-01 | 5.3358061549340890 |
| 1999-03-01 | 5.3690312403522995 |
| 1999-04-01 | 5.3372141646485600 |
| 1999-05-01 | 5.3655250369592690 |
| 1999-06-01 | 5.4848179927546905 |
| 1999-07-01 | 5.5115151276946110 |
| 1999-08-01 | 5.3716408574658390 |
| 1999-09-01 | 5.5027306723296000 |
| 1999-10-01 | 5.5867266317072595 |
| 1999-11-01 | 5.5504718043449990 |
| 1999-12-01 | 5.5362567641931390 |
| 2000-01-01 | 5.5295087156179110 |
| 2000-02-01 | 5.5362326847096694 |
| 2000-03-01 | 5.5705732081591000 |
| 2000-04-01 | 5.7378059535667600 |
| 2000-05-01 | 5.7762574780286400 |
| 2000-06-01 | 5.7974467464235310 |
| 2000-07-01 | 5.8219762982339690 |
| 2000-08-01 | 5.7761991394862000 |
| 2000-09-01 | 5.9035855169469910 |
| 2000-10-01 | 5.9782817713587690 |
| 2000-11-01 | 6.0422136688587600 |
| 2000-12-01 | 6.1198224357282400 |
| 2001-01-01 | 6.3136761529291700 |
| 2001-02-01 | 6.3403676151615000 |
| 2001-03-01 | 6.3743284449881700 |
| 2001-04-01 | 6.3349483497970910 |
| 2001-05-01 | 6.3864617640037205 |
| 2001-06-01 | 6.4209669647945700 |
| 2001-07-01 | 6.4392434244434000 |
| 2001-08-01 | 6.4754710442602190 |
| 2001-09-01 | 6.3954397432531000 |
| 2001-10-01 | 6.4648477223071690 |
| 2001-11-01 | 6.5379139176437200 |
| 2001-12-01 | 6.6076645557676400 |
| 2002-01-01 | 6.6003737104045100 |
| 2002-02-01 | 6.5416156580262010 |
| 2002-03-01 | 6.2759646001311910 |
| 2002-04-01 | 6.3329928466572000 |
| 2002-05-01 | 6.3961796334029010 |
| 2002-06-01 | 6.4472047108591100 |
| 2002-07-01 | 6.5605339221413100 |
| 2002-08-01 | 6.5653440364749690 |
| 2002-09-01 | 6.6817947352363800 |
| 2002-10-01 | 6.7532508340847990 |
| 2002-11-01 | 6.8345896635936105 |
| 2002-12-01 | 6.7986616556401700 |
| 2003-01-01 | 6.4972092722787200 |
| 2003-02-01 | 6.5465801326790300 |
| 2003-03-01 | 6.5763473179967790 |
| 2003-04-01 | 6.6295539891448890 |
| 2003-05-01 | 6.5947269523115990 |
| 2003-06-01 | 6.6718048603021400 |
| 2003-07-01 | 6.6775461385307695 |
| 2003-08-01 | 6.7571598970210490 |
| 2003-09-01 | 6.7672529925598095 |
| 2003-10-01 | 6.7432309134356900 |
| 2003-11-01 | 6.7335646036654700 |
| 2003-12-01 | 6.7979876432985590 |
| 2004-01-01 | 6.9046234766424400 |
| 2004-02-01 | 6.7473774782488400 |
| 2004-03-01 | 6.6720327757708900 |
| 2004-04-01 | 6.7269517349359300 |
| 2004-05-01 | 6.6887441694949400 |
| 2004-06-01 | 6.6858657836239805 |
| 2004-07-01 | 6.6907544174039100 |
| 2004-08-01 | 6.7485382788047200 |
| 2004-09-01 | 6.7585517651634300 |
| 2004-10-01 | 6.8361939721692510 |
| 2004-11-01 | 6.8377219647627600 |
| 2004-12-01 | 6.9005601333315400 |
| 2005-01-01 | 6.9154244895634200 |
| 2005-02-01 | 6.9493770074570890 |
| 2005-03-01 | 6.9673581879663210 |
| 2005-04-01 | 7.1179812763246910 |
| 2005-05-01 | 7.0757045122312200 |
| 2005-06-01 | 7.0960801637073100 |
| 2005-07-01 | 6.9983732897505090 |
| 2005-08-01 | 7.1454959941611800 |
| 2005-09-01 | 7.1568767629572800 |
| 2005-10-01 | 7.1350384447053100 |
| 2005-11-01 | 7.1408006529643700 |
| 2005-12-01 | 7.1091546516905000 |
| 2006-01-01 | 7.1229224578078600 |
| 2006-02-01 | 7.1453205951052500 |
| 2006-03-01 | 7.1611222720511700 |
| 2006-04-01 | 7.1086506668904990 |
| 2006-05-01 | 7.1669826919495200 |
| 2006-06-01 | 7.1027660342971300 |
| 2006-07-01 | 7.0997493687232900 |
| 2006-08-01 | 7.0399809461054300 |
| 2006-09-01 | 7.0616777965575490 |
| 2006-10-01 | 7.0450252447723400 |
| 2006-11-01 | 7.0418042268963490 |
| 2006-12-01 | 7.0175978113346700 |
| 2007-01-01 | 7.0234890014372990 |
| 2007-02-01 | 7.0371959238719400 |
| 2007-03-01 | 7.1571016808985590 |
| 2007-04-01 | 7.0944402404829800 |
| 2007-05-01 | 7.1670173346004610 |
| 2007-06-01 | 7.2137082600335800 |
| 2007-07-01 | 7.1931402989344600 |
| 2007-08-01 | 7.2389596119406106 |
| 2007-09-01 | 7.2683415601308100 |
| 2007-10-01 | 7.3560918670015390 |
| 2007-11-01 | 7.3392931779782410 |
| 2007-12-01 | 7.4238796394823490 |
| 2008-01-01 | 7.4211974403576500 |
| 2008-02-01 | 7.4286174961066610 |
| 2008-03-01 | 7.4558372665095900 |
| 2008-04-01 | 7.4798133757733890 |
| 2008-05-01 | 7.4746440447270890 |
| 2008-06-01 | 7.4189546168727990 |
| 2008-07-01 | 7.4864035203855100 |
| 2008-08-01 | 7.5382102233585500 |
| 2008-09-01 | 7.5752726482769410 |
| 2008-10-01 | 7.5670978631266290 |
| 2008-11-01 | 7.6432241027061390 |
| 2008-12-01 | 7.6236979252523400 |
| 2009-01-01 | 7.8179026393422100 |
| 2009-02-01 | 7.7161732393388800 |
| 2009-03-01 | 7.7525365733831000 |
| 2009-04-01 | 7.7670004873373800 |
| 2009-05-01 | 7.7866090659248790 |
| 2009-06-01 | 7.8249519389848100 |
| 2009-07-01 | 7.8845530306224100 |
| 2009-08-01 | 7.9397677843053000 |
| 2009-09-01 | 7.8785548839529405 |
| 2009-10-01 | 7.8744244185150990 |
| 2009-11-01 | 7.9437803711898690 |
| 2009-12-01 | 7.9204640723905010 |
| 2010-01-01 | 8.1159591515043310 |
| 2010-02-01 | 8.0079855053444800 |
| 2010-03-01 | 7.9520819691351000 |
| 2010-04-01 | 8.0599438654427190 |
| 2010-05-01 | 7.9918431711772690 |
| 2010-06-01 | 8.0268121801210910 |
| 2010-07-01 | 8.1858672502391500 |
| 2010-08-01 | 8.1418760825606710 |
| 2010-09-01 | 8.1805680600708790 |
| 2010-10-01 | 8.3824498932032400 |
| 2010-11-01 | 8.2449124207040600 |
| 2010-12-01 | 8.3154333214862400 |
| 2011-01-01 | 8.3146223287576700 |
| 2011-02-01 | 8.3002191146702500 |
| 2011-03-01 | 8.3495670644175600 |
| 2011-04-01 | 8.3547196782178000 |
| 2011-05-01 | 8.3898193976054300 |
| 2011-06-01 | 8.4314629068143500 |
| 2011-07-01 | 8.3949867875426900 |
| 2011-08-01 | 8.3500139532216900 |
| 2011-09-01 | 8.3816352568200100 |
| 2011-10-01 | 8.3858194031332010 |
| 2011-11-01 | 8.3417447599348090 |
| 2011-12-01 | 8.3042928193606400 |
| 2012-01-01 | 8.4109651722352900 |
| 2012-02-01 | 8.5031699093887810 |
| 2012-03-01 | 8.5469342195238000 |
| 2012-04-01 | 8.4515387283870000 |
| 2012-05-01 | 8.4821522421037100 |
| 2012-06-01 | 8.5368040448974690 |
| 2012-07-01 | 8.5069798544063300 |
| 2012-08-01 | 8.5567186228369200 |
| 2012-09-01 | 8.5799390876407000 |
| 2012-10-01 | 8.5896846314916910 |
| 2012-11-01 | 8.6474155165263400 |
| 2012-12-01 | 8.5927303915588900 |
| 2013-01-01 | 8.6035180473253300 |
| 2013-02-01 | 8.5042067036051300 |
| 2013-03-01 | 8.6389207398163200 |
| 2013-04-01 | 8.7466545150499500 |
| 2013-05-01 | 8.8733945665600710 |
| 2013-06-01 | 8.8519627914263200 |
| 2013-07-01 | 8.9231046108186800 |
| 2013-08-01 | 8.9605955682345100 |
| 2013-09-01 | 8.9757025836438700 |
| 2013-10-01 | 8.9913646704959000 |
| 2013-11-01 | 9.0507872378978600 |
| 2013-12-01 | 9.0839691462337400 |
| 2014-01-01 | 9.0950046921709900 |
| 2014-02-01 | 9.1099813373006100 |
| 2014-03-01 | 9.1332453956820100 |
| 2014-04-01 | 9.1395919250092800 |
| 2014-05-01 | 9.1629584193751900 |
| 2014-06-01 | 9.1719065443270990 |
| 2014-07-01 | 9.1292984877033500 |
| 2014-08-01 | 9.1600647150845100 |
| 2014-09-01 | 9.1715013543599720 |
| 2014-10-01 | 9.3948088117365000 |
| 2014-11-01 | 9.3603437081683810 |
| 2014-12-01 | 9.3817246259228000 |
| 2015-01-01 | 9.4870565785239000 |
| 2015-02-01 | 9.3107165277983500 |
| 2015-03-01 | 9.3274164179539800 |
| 2015-04-01 | 9.3325244477801590 |
| 2015-05-01 | 9.2566169414447100 |
| 2015-06-01 | 9.2853049317014600 |
| 2015-07-01 | 9.3327167547700180 |
| 2015-08-01 | 9.3606698734604910 |
| 2015-09-01 | 9.3726752983590200 |
| 2015-10-01 | 9.2906746886763810 |
| 2015-11-01 | 9.2665833976727310 |
| 2015-12-01 | 9.1793931528550600 |
| 2016-01-01 | 9.3838057478002310 |
| 2016-02-01 | 9.4191833812641000 |
| 2016-03-01 | 9.4285024568006600 |
| 2016-04-01 | 9.4255685110074900 |
| 2016-05-01 | 9.4506623508165290 |
| 2016-06-01 | 9.3859842465521000 |
| 2016-07-01 | 9.4298547771064620 |
| 2016-08-01 | 9.4611961492618500 |
| 2016-09-01 | 9.4752183123327700 |
| 2016-10-01 | 9.4858099421315700 |
| 2016-11-01 | 9.4727607555164800 |
| 2016-12-01 | 9.3821332042790910 |
| 2017-01-01 | 9.4842140407268380 |
| 2017-02-01 | 9.6279262281814620 |
| 2017-03-01 | 9.5356973046208400 |
| 2017-04-01 | 9.5228211428812300 |
| 2017-05-01 | 9.5411881340043600 |
| 2017-06-01 | 9.4736323875754210 |
| 2017-07-01 | 9.5271005756456000 |
| 2017-08-01 | 9.4632888079320980 |
| 2017-09-01 | 9.4803228333624400 |
| 2017-10-01 | 9.4776200478093800 |
| 2017-11-01 | 9.4691067398768700 |
| 2017-12-01 | 9.4898160568093690 |
| 2018-01-01 | 9.1877390887837790 |
| 2018-02-01 | 9.2440023556977500 |
| 2018-03-01 | 9.2529747323990890 |
| 2018-04-01 | 9.2173074708668500 |
| 2018-05-01 | 9.2299138257314800 |
| 2018-06-01 | 9.3546195062008900 |
| 2018-07-01 | 9.3194862700383300 |
| 2018-08-01 | 9.3642262429560610 |
| 2018-09-01 | 9.2875144197373100 |
| 2018-10-01 | 9.3697666056300510 |
| 2018-11-01 | 9.4617377860782120 |
| 2018-12-01 | 9.4021089123038100 |
| 2019-01-01 | 9.2904644704129200 |
| 2019-02-01 | 9.3611335472380000 |
| 2019-03-01 | 9.3748806421473500 |
| 2019-04-01 | 9.4118241492651000 |
| 2019-05-01 | 9.4204837620720990 |
| 2019-06-01 | 9.4325845289662300 |
| 2019-07-01 | 9.4104549666645010 |
| 2019-08-01 | 9.4650208664722690 |
| 2019-09-01 | 9.4935904009797500 |
| 2019-10-01 | 9.5629498714645200 |
| 2019-11-01 | 9.6480143025151400 |
| 2019-12-01 | 9.7175179838620800 |
| 2020-01-01 | 9.6931077837648410 |
| 2020-02-01 | 9.6819402435603400 |
| 2020-03-01 | 9.6922693727401300 |
| 2020-04-01 | 8.8039443145990000 |
| 2020-05-01 | 9.0183033267830710 |
| 2020-06-01 | 9.1162879548360200 |
| 2020-07-01 | 8.9973116821610600 |
| 2020-08-01 | 8.9639798299884600 |
| 2020-09-01 | 8.9975164292435900 |
| 2020-10-01 | 8.9596974970655200 |
| 2020-11-01 | 8.9346932081212600 |
| 2020-12-01 | 8.9327842670877800 |
| 2021-01-01 | 8.9924294805127900 |
| 2021-02-01 | 8.9973501769660520 |
| 2021-03-01 | 9.1058385624543700 |
| 2021-04-01 | 9.0015054813585390 |
| 2021-05-01 | 8.9199840739813800 |
| 2021-06-01 | 9.0064223150575100 |
| 2021-07-01 | 8.9799120762941410 |
| 2021-08-01 | 9.0644440017772610 |
| 2021-09-01 | 8.9982101729809810 |
| 2021-10-01 | 9.0590898781965720 |
| 2021-11-01 | 9.0227577667568400 |
| 2021-12-01 | 9.0466794368798490 |
| 2022-01-01 | 8.9928082214625000 |
| 2022-02-01 | 9.1057226746065290 |
| 2022-03-01 | 9.1079654940467500 |
| 2022-04-01 | 9.2042626927674100 |
| 2022-05-01 | 9.2285208255095200 |
| 2022-06-01 | 9.2010125362984900 |
| 2022-07-01 | 9.2642361751832210 |
| 2022-08-01 | 9.2653637521433010 |
| 2022-09-01 | 9.3008022503202310 |
| 2022-10-01 | 9.2571426001065510 |
| 2022-11-01 | 9.3131804689039300 |
| 2022-12-01 | 9.2539465873351100 |
| 2023-01-01 | 9.2932949098554620 |
| 2023-02-01 | 9.3072297092729390 |
| 2023-03-01 | 9.4079963471278810 |
| 2023-04-01 | 9.4117370351474900 |
| 2023-05-01 | 9.4392424914217300 |
| 2023-06-01 | 9.4970312676974200 |
| 2023-07-01 | 9.5514508764600290 |
| 2023-08-01 | 9.5666984144195800 |
| 2023-09-01 | 9.6015082789555280 |
| 2023-10-01 | 9.6576768775180800 |
| 2023-11-01 | 9.7041660507276180 |
| 2023-12-01 | 9.7565300035380510 |
| 2024-01-01 | 9.7957198025226700 |
| 2024-02-01 | 9.8073847488272590 |
| 2024-03-01 | 9.8033728544831420 |
| 2024-04-01 | 9.8189230451978600 |
| 2024-05-01 | 9.8484935764173100 |
| 2024-06-01 | 9.9942966556982300 |
| 2024-07-01 | 10.0457120195572000 |
| 2024-08-01 | 9.9679761985822300 |
| 2024-09-01 | 10.0036084164572000 |
| 2024-10-01 | 10.0572281743731990 |
| 2024-11-01 | 10.0969548867234000 |
