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 2024-08-01 |
| Last Updated | 2024-09-21 6:15 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 | 3.2729095059214104 |
| 1990-02-01 | 3.1982921062323904 |
| 1990-03-01 | 3.2683792538449903 |
| 1990-04-01 | 3.1286707633097900 |
| 1990-05-01 | 3.1257925663033097 |
| 1990-06-01 | 3.1367200473325100 |
| 1990-07-01 | 3.1492711659535098 |
| 1990-08-01 | 3.0168588300056296 |
| 1990-09-01 | 3.1343250642779203 |
| 1990-10-01 | 3.1757407704554800 |
| 1990-11-01 | 3.2483380121340800 |
| 1990-12-01 | 3.1432588283694000 |
| 1991-01-01 | 3.2706231508070100 |
| 1991-02-01 | 3.3961185853104903 |
| 1991-03-01 | 3.3706400718134600 |
| 1991-04-01 | 3.4348842677814297 |
| 1991-05-01 | 3.4285545949818200 |
| 1991-06-01 | 3.4397013561282903 |
| 1991-07-01 | 3.4460886488518900 |
| 1991-08-01 | 3.4137223837694104 |
| 1991-09-01 | 3.4299813380772000 |
| 1991-10-01 | 3.4780871399782600 |
| 1991-11-01 | 3.4463899600560897 |
| 1991-12-01 | 3.4399117137552797 |
| 1992-01-01 | 3.4715934336268903 |
| 1992-02-01 | 3.4914752736107600 |
| 1992-03-01 | 3.5753221506064800 |
| 1992-04-01 | 3.6419089309087997 |
| 1992-05-01 | 3.6335650728638900 |
| 1992-06-01 | 3.6404118252088398 |
| 1992-07-01 | 3.6416324988440096 |
| 1992-08-01 | 3.7110753749790297 |
| 1992-09-01 | 3.7267792230226298 |
| 1992-10-01 | 3.8835728213169403 |
| 1992-11-01 | 3.7433266447666900 |
| 1992-12-01 | 3.7394341343091400 |
| 1993-01-01 | 3.7710444872312006 |
| 1993-02-01 | 3.5831906541671197 |
| 1993-03-01 | 3.6752577393292998 |
| 1993-04-01 | 3.6493239603500003 |
| 1993-05-01 | 3.7365396403549997 |
| 1993-06-01 | 3.7403555911507302 |
| 1993-07-01 | 3.7416403795579702 |
| 1993-08-01 | 3.8103102632481800 |
| 1993-09-01 | 3.8268472223236300 |
| 1993-10-01 | 3.7896209185888600 |
| 1993-11-01 | 3.7402100025965900 |
| 1993-12-01 | 3.8444466576461900 |
| 1994-01-01 | 3.7656957287462505 |
| 1994-02-01 | 3.7718075300313503 |
| 1994-03-01 | 3.7769697217759197 |
| 1994-04-01 | 3.7560900118987000 |
| 1994-05-01 | 3.7313921700371497 |
| 1994-06-01 | 3.7329008633940695 |
| 1994-07-01 | 3.8480918383919196 |
| 1994-08-01 | 3.8132762459243303 |
| 1994-09-01 | 3.8321693957457000 |
| 1994-10-01 | 3.7959126601001500 |
| 1994-11-01 | 3.8407892617920600 |
| 1994-12-01 | 3.9513630995699303 |
| 1995-01-01 | 3.7615225000482404 |
| 1995-02-01 | 3.7596022371108600 |
| 1995-03-01 | 3.6729690118946200 |
| 1995-04-01 | 3.7579193028285700 |
| 1995-05-01 | 3.7184741861185400 |
| 1995-06-01 | 3.8235405629835900 |
| 1995-07-01 | 3.8585752841248797 |
| 1995-08-01 | 3.8206964984476900 |
| 1995-09-01 | 3.8433993329576200 |
| 1995-10-01 | 3.9023191683300000 |
| 1995-11-01 | 4.0423791916347100 |
| 1995-12-01 | 4.0579541331456500 |
| 1996-01-01 | 4.1608600618260300 |
| 1996-02-01 | 4.2468674878228505 |
| 1996-03-01 | 4.2689543253366600 |
| 1996-04-01 | 4.2552771486866800 |
| 1996-05-01 | 4.3033455593713095 |
| 1996-06-01 | 4.2054917068187100 |
| 1996-07-01 | 4.2697501418723500 |
| 1996-08-01 | 4.3339475304508000 |
| 1996-09-01 | 4.3623678103670900 |
| 1996-10-01 | 4.4029108527512400 |
| 1996-11-01 | 4.3448941149646805 |
| 1996-12-01 | 4.3622839822594000 |
| 1997-01-01 | 4.4627023547921200 |
| 1997-02-01 | 4.4393732913363300 |
| 1997-03-01 | 4.4659186026363500 |
| 1997-04-01 | 4.5457796194924910 |
| 1997-05-01 | 4.5837290759751400 |
| 1997-06-01 | 4.5907513234529500 |
| 1997-07-01 | 4.5856542376844810 |
| 1997-08-01 | 4.6488834917220805 |
| 1997-09-01 | 4.6803348459353600 |
| 1997-10-01 | 4.6982085292655000 |
| 1997-11-01 | 4.7511089251282100 |
| 1997-12-01 | 4.7619516783456510 |
| 1998-01-01 | 4.7560125595519410 |
| 1998-02-01 | 4.7345474227173000 |
| 1998-03-01 | 4.8661021447845990 |
| 1998-04-01 | 5.0407495899161300 |
| 1998-05-01 | 4.9707365846905400 |
| 1998-06-01 | 4.9804213161076100 |
| 1998-07-01 | 4.9007582337861395 |
| 1998-08-01 | 5.0607817302962590 |
| 1998-09-01 | 5.0956832389317100 |
| 1998-10-01 | 5.0927881873077700 |
| 1998-11-01 | 5.1536161162604200 |
| 1998-12-01 | 5.2509531632586610 |
| 1999-01-01 | 5.2450368199425090 |
| 1999-02-01 | 5.3358102969486900 |
| 1999-03-01 | 5.3690285085943400 |
| 1999-04-01 | 5.3372103368290000 |
| 1999-05-01 | 5.3655231379428300 |
| 1999-06-01 | 5.4848162858413210 |
| 1999-07-01 | 5.5115133455827400 |
| 1999-08-01 | 5.3716391772868710 |
| 1999-09-01 | 5.5027304013558790 |
| 1999-10-01 | 5.5867257983605600 |
| 1999-11-01 | 5.5504745895207910 |
| 1999-12-01 | 5.5362476868174010 |
| 2000-01-01 | 5.5295272857949100 |
| 2000-02-01 | 5.5362413456828400 |
| 2000-03-01 | 5.5705679532979410 |
| 2000-04-01 | 5.7378000943080900 |
| 2000-05-01 | 5.7762549783153405 |
| 2000-06-01 | 5.7974439071614805 |
| 2000-07-01 | 5.8219736638576800 |
| 2000-08-01 | 5.7761967311807310 |
| 2000-09-01 | 5.9035852261683200 |
| 2000-10-01 | 5.9782803358335590 |
| 2000-11-01 | 6.0422186669252090 |
| 2000-12-01 | 6.1198077703878700 |
| 2001-01-01 | 6.3137005633771210 |
| 2001-02-01 | 6.3403814818532505 |
| 2001-03-01 | 6.3743203030504800 |
| 2001-04-01 | 6.3349411401280000 |
| 2001-05-01 | 6.3864592980060300 |
| 2001-06-01 | 6.4209633537068090 |
| 2001-07-01 | 6.4392403112924500 |
| 2001-08-01 | 6.4754683902519200 |
| 2001-09-01 | 6.3954390264293800 |
| 2001-10-01 | 6.4648453000257300 |
| 2001-11-01 | 6.5379200462733795 |
| 2001-12-01 | 6.6076472969891300 |
| 2002-01-01 | 6.6004010113806295 |
| 2002-02-01 | 6.5416307274074900 |
| 2002-03-01 | 6.2759559356565190 |
| 2002-04-01 | 6.3329859644067300 |
| 2002-05-01 | 6.3961778735624510 |
| 2002-06-01 | 6.4472005515422200 |
| 2002-07-01 | 6.5605303153513890 |
| 2002-08-01 | 6.5653411785897900 |
| 2002-09-01 | 6.6817939649324000 |
| 2002-10-01 | 6.7532484335135700 |
| 2002-11-01 | 6.8345959338644900 |
| 2002-12-01 | 6.7986446946129110 |
| 2003-01-01 | 6.4972340823634000 |
| 2003-02-01 | 6.5465958009390500 |
| 2003-03-01 | 6.5763382886564195 |
| 2003-04-01 | 6.6295481363478210 |
| 2003-05-01 | 6.5947259069686694 |
| 2003-06-01 | 6.6718013021559300 |
| 2003-07-01 | 6.6775429175291800 |
| 2003-08-01 | 6.7571576133175000 |
| 2003-09-01 | 6.7672519825569010 |
| 2003-10-01 | 6.7432283673664810 |
| 2003-11-01 | 6.7335701339535800 |
| 2003-12-01 | 6.7979741042680300 |
| 2004-01-01 | 6.9046420826509500 |
| 2004-02-01 | 6.7473895734427200 |
| 2004-03-01 | 6.6720264387894295 |
| 2004-04-01 | 6.7269479517789900 |
| 2004-05-01 | 6.6887442053883690 |
| 2004-06-01 | 6.6858629256501700 |
| 2004-07-01 | 6.6907516038912000 |
| 2004-08-01 | 6.7485365040572205 |
| 2004-09-01 | 6.7585507953690300 |
| 2004-10-01 | 6.8361921806115310 |
| 2004-11-01 | 6.8377255880157990 |
| 2004-12-01 | 6.9005526633040500 |
| 2005-01-01 | 6.9154349249216290 |
| 2005-02-01 | 6.9493844994829590 |
| 2005-03-01 | 6.9673542729830700 |
| 2005-04-01 | 7.1179795474939910 |
| 2005-05-01 | 7.0757050652817310 |
| 2005-06-01 | 7.0960785167362310 |
| 2005-07-01 | 6.9983714462830200 |
| 2005-08-01 | 7.1454949976061910 |
| 2005-09-01 | 7.1568758613171600 |
| 2005-10-01 | 7.1350372698390000 |
| 2005-11-01 | 7.1408020297879800 |
| 2005-12-01 | 7.1091527018005600 |
| 2006-01-01 | 7.1229269803691790 |
| 2006-02-01 | 7.1453227464848310 |
| 2006-03-01 | 7.1611211473229600 |
| 2006-04-01 | 7.1086503746066500 |
| 2006-05-01 | 7.1669832752667500 |
| 2006-06-01 | 7.1027651925715400 |
| 2006-07-01 | 7.0997482195674200 |
| 2006-08-01 | 7.0399804112104300 |
| 2006-09-01 | 7.0616774321249500 |
| 2006-10-01 | 7.0450250327929200 |
| 2006-11-01 | 7.0418042953382900 |
| 2006-12-01 | 7.0175981510996600 |
| 2007-01-01 | 7.0234902900342595 |
| 2007-02-01 | 7.0371965075238005 |
| 2007-03-01 | 7.1571009332569900 |
| 2007-04-01 | 7.0944401880362200 |
| 2007-05-01 | 7.1670173665980310 |
| 2007-06-01 | 7.2137080955538000 |
| 2007-07-01 | 7.1931400101330905 |
| 2007-08-01 | 7.2389596050157400 |
| 2007-09-01 | 7.2683415357613494 |
| 2007-10-01 | 7.3560918511885090 |
| 2007-11-01 | 7.3392932542092100 |
| 2007-12-01 | 7.4238797621690000 |
| 2008-01-01 | 7.4211975750613890 |
| 2008-02-01 | 7.4286175911441505 |
| 2008-03-01 | 7.4558371320275905 |
| 2008-04-01 | 7.4798132053057100 |
| 2008-05-01 | 7.4746439993626200 |
| 2008-06-01 | 7.4189545267201700 |
| 2008-07-01 | 7.4864035190302700 |
| 2008-08-01 | 7.5382103817026510 |
| 2008-09-01 | 7.5752727704637800 |
| 2008-10-01 | 7.5670979414391395 |
| 2008-11-01 | 7.6432241836424810 |
| 2008-12-01 | 7.6236979742422310 |
| 2009-01-01 | 7.8179026993705890 |
| 2009-02-01 | 7.7161729458545710 |
| 2009-03-01 | 7.7525360497429300 |
| 2009-04-01 | 7.7670006122885190 |
| 2009-05-01 | 7.7866091944943500 |
| 2009-06-01 | 7.8249519833769400 |
| 2009-07-01 | 7.8845532349358090 |
| 2009-08-01 | 7.9397679703186000 |
| 2009-09-01 | 7.8785550013952600 |
| 2009-10-01 | 7.8744244962089100 |
| 2009-11-01 | 7.9437800033966900 |
| 2009-12-01 | 7.9204641142741800 |
| 2010-01-01 | 8.1159592610909000 |
| 2010-02-01 | 8.0079850332836400 |
| 2010-03-01 | 7.9520811766801590 |
| 2010-04-01 | 8.0599441679085810 |
| 2010-05-01 | 7.9918441674350795 |
| 2010-06-01 | 8.0268124003761300 |
| 2010-07-01 | 8.1858674607139900 |
| 2010-08-01 | 8.1418761442943500 |
| 2010-09-01 | 8.1805679687603400 |
| 2010-10-01 | 8.3824497658778100 |
| 2010-11-01 | 8.2449114677176900 |
| 2010-12-01 | 8.3154333116945900 |
| 2011-01-01 | 8.3146224852021800 |
| 2011-02-01 | 8.3002184685766900 |
| 2011-03-01 | 8.3495660181292700 |
| 2011-04-01 | 8.3547202407581200 |
| 2011-05-01 | 8.3898213987955900 |
| 2011-06-01 | 8.4314637015889800 |
| 2011-07-01 | 8.3949876018296000 |
| 2011-08-01 | 8.3500145980261510 |
| 2011-09-01 | 8.3816342982782800 |
| 2011-10-01 | 8.3858177260553200 |
| 2011-11-01 | 8.3417429782456100 |
| 2011-12-01 | 8.3042918972644000 |
| 2012-01-01 | 8.4109675720552500 |
| 2012-02-01 | 8.5031681020183000 |
| 2012-03-01 | 8.5469321211537500 |
| 2012-04-01 | 8.4515385952790200 |
| 2012-05-01 | 8.4821579669472700 |
| 2012-06-01 | 8.5368052342798700 |
| 2012-07-01 | 8.5069815387016290 |
| 2012-08-01 | 8.5567202989181800 |
| 2012-09-01 | 8.5799373900446500 |
| 2012-10-01 | 8.5896807989219000 |
| 2012-11-01 | 8.6474120690296790 |
| 2012-12-01 | 8.5927238541211110 |
| 2013-01-01 | 8.6035221364241800 |
| 2013-02-01 | 8.5042056464019000 |
| 2013-03-01 | 8.6389230231293000 |
| 2013-04-01 | 8.7466611943992600 |
| 2013-05-01 | 8.8734095537927400 |
| 2013-06-01 | 8.8519658650598390 |
| 2013-07-01 | 8.9230994227814700 |
| 2013-08-01 | 8.9605829120824190 |
| 2013-09-01 | 8.9756845127047120 |
| 2013-10-01 | 8.9913509318860200 |
| 2013-11-01 | 9.0507876678225900 |
| 2013-12-01 | 9.0839582863986500 |
| 2014-01-01 | 9.0950360360914100 |
| 2014-02-01 | 9.1099923921396790 |
| 2014-03-01 | 9.1332714877631600 |
| 2014-04-01 | 9.1396145218649200 |
| 2014-05-01 | 9.1629810580211500 |
| 2014-06-01 | 9.1719003363134300 |
| 2014-07-01 | 9.1292633233065390 |
| 2014-08-01 | 9.1600066887060000 |
| 2014-09-01 | 9.1714382333908900 |
| 2014-10-01 | 9.3947717416835300 |
| 2014-11-01 | 9.3603562757700710 |
| 2014-12-01 | 9.3817376505236100 |
| 2015-01-01 | 9.4871504911811310 |
| 2015-02-01 | 9.3107712951162200 |
| 2015-03-01 | 9.3274837557481100 |
| 2015-04-01 | 9.3325663037377210 |
| 2015-05-01 | 9.2566383474155800 |
| 2015-06-01 | 9.2853207716400200 |
| 2015-07-01 | 9.3326515842209900 |
| 2015-08-01 | 9.3605525264799390 |
| 2015-09-01 | 9.3723801598684610 |
| 2015-10-01 | 9.2905471257105600 |
| 2015-11-01 | 9.2665185154578680 |
| 2015-12-01 | 9.1792481219675100 |
| 2016-01-01 | 9.3848968244008920 |
| 2016-02-01 | 9.4190988318536700 |
| 2016-03-01 | 9.4284752302436420 |
| 2016-04-01 | 9.4255439464489720 |
| 2016-05-01 | 9.4506300303565500 |
| 2016-06-01 | 9.3859715773295300 |
| 2016-07-01 | 9.4297224125008400 |
| 2016-08-01 | 9.4609941340751100 |
| 2016-09-01 | 9.4746735982256510 |
| 2016-10-01 | 9.4856082315339480 |
| 2016-11-01 | 9.4726825732221090 |
| 2016-12-01 | 9.3817708374732690 |
| 2017-01-01 | 9.4864155696079700 |
| 2017-02-01 | 9.6278112166845300 |
| 2017-03-01 | 9.5356233304404200 |
| 2017-04-01 | 9.5227059985325190 |
| 2017-05-01 | 9.5410251304983900 |
| 2017-06-01 | 9.4735123412627490 |
| 2017-07-01 | 9.5268385653867490 |
| 2017-08-01 | 9.4629470934864200 |
| 2017-09-01 | 9.4794903409386890 |
| 2017-10-01 | 9.4773339359944700 |
| 2017-11-01 | 9.4690529394965900 |
| 2017-12-01 | 9.4893225508448500 |
| 2018-01-01 | 9.1911469420198000 |
| 2018-02-01 | 9.2439771585659610 |
| 2018-03-01 | 9.2529508182054610 |
| 2018-04-01 | 9.2172408960085300 |
| 2018-05-01 | 9.2290289682850890 |
| 2018-06-01 | 9.3545394462586900 |
| 2018-07-01 | 9.3192425579851500 |
| 2018-08-01 | 9.3632894237409200 |
| 2018-09-01 | 9.2866122616785500 |
| 2018-10-01 | 9.3693732335696790 |
| 2018-11-01 | 9.4615436642993800 |
| 2018-12-01 | 9.4013137674529400 |
| 2019-01-01 | 9.2961441220100100 |
| 2019-02-01 | 9.3610558083324800 |
| 2019-03-01 | 9.3747905694733900 |
| 2019-04-01 | 9.4117217367112790 |
| 2019-05-01 | 9.4187725863115620 |
| 2019-06-01 | 9.4323800641196600 |
| 2019-07-01 | 9.4100623566155390 |
| 2019-08-01 | 9.4633658745190610 |
| 2019-09-01 | 9.4925413646883300 |
| 2019-10-01 | 9.5624444673451200 |
| 2019-11-01 | 9.6477546744576320 |
| 2019-12-01 | 9.7167567918248200 |
| 2020-01-01 | 9.7012685218495000 |
| 2020-02-01 | 9.6820141490708800 |
| 2020-03-01 | 9.6922469185938120 |
| 2020-04-01 | 8.8038236716074300 |
| 2020-05-01 | 9.0156131460731900 |
| 2020-06-01 | 9.1155883224165000 |
| 2020-07-01 | 8.9963496585239800 |
| 2020-08-01 | 8.9612767424747410 |
| 2020-09-01 | 8.9963326809884400 |
| 2020-10-01 | 8.9591858003768400 |
| 2020-11-01 | 8.9346563478691600 |
| 2020-12-01 | 8.9325775744257800 |
| 2021-01-01 | 9.0025512904099400 |
| 2021-02-01 | 8.9981137727116800 |
| 2021-03-01 | 9.1064013406096080 |
| 2021-04-01 | 9.0018050257879100 |
| 2021-05-01 | 8.9173564969280600 |
| 2021-06-01 | 9.0028971579879490 |
| 2021-07-01 | 8.9779272229867300 |
| 2021-08-01 | 9.0605452194696610 |
| 2021-09-01 | 8.9949356905794800 |
| 2021-10-01 | 9.0589536043983900 |
| 2021-11-01 | 9.0256235418448580 |
| 2021-12-01 | 9.0485017870668490 |
| 2022-01-01 | 9.0033609432297510 |
| 2022-02-01 | 9.1077152092934800 |
| 2022-03-01 | 9.1093290691950290 |
| 2022-04-01 | 9.2048697616393920 |
| 2022-05-01 | 9.2256192144198200 |
| 2022-06-01 | 9.1942287661136890 |
| 2022-07-01 | 9.2605369897499710 |
| 2022-08-01 | 9.2589694836833300 |
| 2022-09-01 | 9.2957227682068300 |
| 2022-10-01 | 9.2579202963612310 |
| 2022-11-01 | 9.3200434963634800 |
| 2022-12-01 | 9.2578612845711990 |
| 2023-01-01 | 9.3047261829616890 |
| 2023-02-01 | 9.3101384444239720 |
| 2023-03-01 | 9.4098679451223300 |
| 2023-04-01 | 9.4124491633510600 |
| 2023-05-01 | 9.4367193208158000 |
| 2023-06-01 | 9.4863510042899200 |
| 2023-07-01 | 9.5458576749036800 |
| 2023-08-01 | 9.5579692707105380 |
| 2023-09-01 | 9.5944382021178410 |
| 2023-10-01 | 9.6591230824063100 |
| 2023-11-01 | 9.7163954374282500 |
| 2023-12-01 | 9.7626223640496510 |
| 2024-01-01 | 9.8072585594786190 |
| 2024-02-01 | 9.8110026200399900 |
| 2024-03-01 | 9.8054914572955000 |
| 2024-04-01 | 9.8193620057712400 |
| 2024-05-01 | 9.8459896023939100 |
| 2024-06-01 | 9.9813712082071790 |
| 2024-07-01 | 10.0384349322160010 |
| 2024-08-01 | 9.9572118216518100 |
