Federal Reserve Economic Data: Your trusted data source since 1991

Table Data - All Employees: Education and Health Services: Private Educational Services in Phoenix-Mesa-Scottsdale, AZ (MSA)

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Education and Health Services: Private Educational Services in Phoenix-Mesa-Scottsdale, AZ (MSA)
Series ID SMU04380606561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-05-01
Last Updated 2024-06-26 5:48 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 8.802702848679301
1990-02-01 8.901567128043279
1990-03-01 8.919789778829700
1990-04-01 8.928520431168302
1990-05-01 8.919889847677450
1990-06-01 8.980856656656359
1990-07-01 9.381432416955300
1990-08-01 9.315224384493000
1990-09-01 9.187797115167230
1990-10-01 9.262286528356420
1990-11-01 9.276778325494670
1990-12-01 9.356713093435840
1991-01-01 9.410487901891099
1991-02-01 9.387764535369039
1991-03-01 9.396600155518769
1991-04-01 9.408791638679500
1991-05-01 9.511375071929901
1991-06-01 9.500161721470231
1991-07-01 9.505925147451821
1991-08-01 9.555286482366920
1991-09-01 9.585159069257529
1991-10-01 9.546425439446810
1991-11-01 9.549008576761890
1991-12-01 9.549627305003470
1992-01-01 10.424588850508302
1992-02-01 10.363248229254301
1992-03-01 10.257305340772099
1992-04-01 10.552462598124000
1992-05-01 10.598312895492699
1992-06-01 10.649998368438100
1992-07-01 10.617634576335400
1992-08-01 10.467331145369500
1992-09-01 10.395524568320400
1992-10-01 10.311641938318400
1992-11-01 10.280130678661200
1992-12-01 10.600241728032600
1993-01-01 10.214005192241801
1993-02-01 10.330529348038100
1993-03-01 10.152973300507000
1993-04-01 9.960399064299551
1993-05-01 9.834469240926241
1993-06-01 9.841943576043790
1993-07-01 10.050635222265000
1993-08-01 9.940989576755081
1993-09-01 10.032153989198301
1993-10-01 10.096940581262400
1993-11-01 9.936555319070740
1993-12-01 9.888295975396641
1994-01-01 8.866501054207788
1994-02-01 8.841893383356390
1994-03-01 8.910038987604839
1994-04-01 8.976279902542501
1994-05-01 8.963847734042519
1994-06-01 8.916239896370570
1994-07-01 8.939735454728670
1994-08-01 8.951897041553579
1994-09-01 8.974071656572290
1994-10-01 9.031604376894400
1994-11-01 9.308986443328110
1994-12-01 9.184605671935540
1995-01-01 9.033333944284350
1995-02-01 9.110803674704538
1995-03-01 9.133002055249131
1995-04-01 9.168379337852018
1995-05-01 9.372588206104770
1995-06-01 9.422394530966919
1995-07-01 10.016528590667200
1995-08-01 9.925234885891950
1995-09-01 10.185945974975100
1995-10-01 10.493709999794500
1995-11-01 10.687827054504499
1995-12-01 10.820229745553100
1996-01-01 11.002261194975800
1996-02-01 11.055604032197600
1996-03-01 11.213358838698400
1996-04-01 11.384873949377502
1996-05-01 11.472424910882001
1996-06-01 11.584754053931198
1996-07-01 11.639193395279200
1996-08-01 11.628742305063500
1996-09-01 11.767620353304801
1996-10-01 11.677397136508601
1996-11-01 11.799946891335098
1996-12-01 11.782572601007800
1997-01-01 12.064406634637600
1997-02-01 12.202489672107001
1997-03-01 12.230899234269199
1997-04-01 12.364394858463500
1997-05-01 12.316007960096100
1997-06-01 12.522431924204500
1997-07-01 12.475727343937800
1997-08-01 12.518985076868699
1997-09-01 12.840513977900901
1997-10-01 13.221448437373400
1997-11-01 13.034988069054199
1997-12-01 13.125972738544800
1998-01-01 12.938255073573801
1998-02-01 13.183263247204600
1998-03-01 13.343324083913100
1998-04-01 13.361841277901302
1998-05-01 13.526566642799999
1998-06-01 13.696184411956600
1998-07-01 13.709296396190000
1998-08-01 14.227941698261098
1998-09-01 14.326055340257199
1998-10-01 14.475574414857400
1998-11-01 14.684316133419900
1998-12-01 14.864743720400400
1999-01-01 14.903358617939100
1999-02-01 15.058285662957099
1999-03-01 15.159254758039000
1999-04-01 15.719184894934400
1999-05-01 15.704527362631099
1999-06-01 15.798770596040098
1999-07-01 15.800339885732301
1999-08-01 16.106187210106498
1999-09-01 16.529613023165100
1999-10-01 16.780645097327900
1999-11-01 17.045720717148700
1999-12-01 17.222177800617200
2000-01-01 17.558377500600802
2000-02-01 17.839863588888800
2000-03-01 18.048535639696300
2000-04-01 18.086648037139000
2000-05-01 18.258252879031100
2000-06-01 18.290099365076603
2000-07-01 18.286578939327200
2000-08-01 18.355400696495604
2000-09-01 18.260343590200200
2000-10-01 18.329585139794300
2000-11-01 18.401386551191400
2000-12-01 18.551804724055000
2001-01-01 18.709719441014000
2001-02-01 18.678589927278100
2001-03-01 18.780360527602998
2001-04-01 18.863962792618100
2001-05-01 18.839194338749397
2001-06-01 19.066781330318697
2001-07-01 19.861839407439300
2001-08-01 19.971636322644200
2001-09-01 20.070042789001500
2001-10-01 20.291017103608198
2001-11-01 20.365498147036103
2001-12-01 20.584409944293398
2002-01-01 20.691026043081898
2002-02-01 20.982811331477500
2002-03-01 21.181049773703197
2002-04-01 21.386764106274100
2002-05-01 21.747345313812300
2002-06-01 22.083628007966198
2002-07-01 21.965969126728897
2002-08-01 22.145713025075697
2002-09-01 22.280233793236604
2002-10-01 22.699955437862200
2002-11-01 22.905431251701103
2002-12-01 23.005331600323200
2003-01-01 23.275915770758100
2003-02-01 23.368344117426700
2003-03-01 23.664171960611500
2003-04-01 23.993760640847697
2003-05-01 24.190498642847100
2003-06-01 24.481890172621302
2003-07-01 24.488040427696900
2003-08-01 24.647299903145700
2003-09-01 24.936650440733400
2003-10-01 24.968353410429803
2003-11-01 25.168138070479200
2003-12-01 25.323313649072198
2004-01-01 26.087168424492397
2004-02-01 26.383210779572398
2004-03-01 26.673970099024400
2004-04-01 27.234976061283103
2004-05-01 27.547920285628500
2004-06-01 28.069182283900300
2004-07-01 28.088320301807297
2004-08-01 28.266196446912100
2004-09-01 28.595407546247202
2004-10-01 29.007783574562698
2004-11-01 29.418807979157300
2004-12-01 29.538797583754000
2005-01-01 29.649371737528800
2005-02-01 29.793864932337797
2005-03-01 29.815641343208200
2005-04-01 29.867881282524500
2005-05-01 29.899904463732298
2005-06-01 30.077498890437603
2005-07-01 30.399222825235400
2005-08-01 30.587241525802700
2005-09-01 30.625477627654200
2005-10-01 30.520110176973900
2005-11-01 30.511840451998400
2005-12-01 30.757351820657895
2006-01-01 31.353366248317700
2006-02-01 31.848104077528802
2006-03-01 32.188016873669500
2006-04-01 32.166985136652200
2006-05-01 32.351616915537300
2006-06-01 32.540161736582100
2006-07-01 32.643165771979106
2006-08-01 33.125035337007600
2006-09-01 32.681311393840600
2006-10-01 32.523541934194000
2006-11-01 32.666721452035000
2006-12-01 32.978433217866204
2007-01-01 32.457463350046600
2007-02-01 32.492084960600400
2007-03-01 32.778058835182100
2007-04-01 32.407974457849100
2007-05-01 33.033279699210600
2007-06-01 33.151610090495890
2007-07-01 33.193692501891100
2007-08-01 33.838848271575500
2007-09-01 33.550991369387695
2007-10-01 34.168817660432000
2007-11-01 33.933894784695000
2007-12-01 34.043852480782600
2008-01-01 34.183876999602300
2008-02-01 34.389881391778395
2008-03-01 34.405272768978400
2008-04-01 34.885282033628400
2008-05-01 35.197761838170800
2008-06-01 35.435086703163210
2008-07-01 35.831799545057800
2008-08-01 36.029939947883400
2008-09-01 36.242594611352500
2008-10-01 36.421024757461710
2008-11-01 36.532034315684704
2008-12-01 37.099136318159600
2009-01-01 36.542965809530390
2009-02-01 36.633536795995500
2009-03-01 36.779896766264500
2009-04-01 37.001668214733100
2009-05-01 37.349983904192600
2009-06-01 37.872901261387300
2009-07-01 38.566754701250300
2009-08-01 38.641874249291895
2009-09-01 39.019033235972800
2009-10-01 39.432646129723700
2009-11-01 39.845021907536800
2009-12-01 40.526975647663500
2010-01-01 40.647398742296794
2010-02-01 40.836922613301894
2010-03-01 41.221935032633600
2010-04-01 41.419689695567200
2010-05-01 41.937671480604200
2010-06-01 42.579429954942796
2010-07-01 42.850527497413700
2010-08-01 42.907697168408205
2010-09-01 42.957371093512900
2010-10-01 43.497107402325405
2010-11-01 43.572922354935800
2010-12-01 43.308415132984706
2011-01-01 43.721731175889595
2011-02-01 43.700939497566300
2011-03-01 43.759865037869700
2011-04-01 43.934084372439095
2011-05-01 44.269504347198600
2011-06-01 43.308963479181200
2011-07-01 43.650752338976100
2011-08-01 44.011313686898600
2011-09-01 44.346351631078300
2011-10-01 44.281472676182900
2011-11-01 44.636976156470396
2011-12-01 44.492349250311000
2012-01-01 44.496021119017500
2012-02-01 44.767503429351390
2012-03-01 44.942049430055400
2012-04-01 44.565801859283106
2012-05-01 44.843046819517000
2012-06-01 44.602976457222205
2012-07-01 43.532480558929000
2012-08-01 44.311355159931400
2012-09-01 44.243962963376290
2012-10-01 44.093012991048600
2012-11-01 44.090524506163206
2012-12-01 44.439746996684200
2013-01-01 44.268739587891204
2013-02-01 44.222318427036704
2013-03-01 44.348130899520704
2013-04-01 44.658156722813000
2013-05-01 44.929040156520200
2013-06-01 44.781084584978600
2013-07-01 44.686396629422000
2013-08-01 44.834788350838300
2013-09-01 44.721990786836606
2013-10-01 44.686970499910295
2013-11-01 44.727553478169405
2013-12-01 44.584295986382800
2014-01-01 44.938577110468295
2014-02-01 44.978951240992900
2014-03-01 44.921425790007800
2014-04-01 44.985620309005000
2014-05-01 45.254002870599095
2014-06-01 45.476734444363295
2014-07-01 45.796842461533600
2014-08-01 46.017166130604400
2014-09-01 46.042023426629000
2014-10-01 46.264891528787096
2014-11-01 46.165783694757096
2014-12-01 46.460217495124100
2015-01-01 46.254203987561800
2015-02-01 46.475629523071100
2015-03-01 46.488220423933704
2015-04-01 46.780397025943700
2015-05-01 46.672839509640700
2015-06-01 46.933984197648110
2015-07-01 47.485908026923596
2015-08-01 47.335336441403705
2015-09-01 47.308097462850200
2015-10-01 48.029521743553800
2015-11-01 47.973603712347895
2015-12-01 47.876551065138100
2016-01-01 48.147748114590500
2016-02-01 47.777597394189400
2016-03-01 47.931084924967700
2016-04-01 47.909841394124800
2016-05-01 47.379234623000094
2016-06-01 47.526734847589594
2016-07-01 47.374586690979300
2016-08-01 47.615732891562790
2016-09-01 47.912764550046994
2016-10-01 47.800860547993400
2016-11-01 47.972521111803700
2016-12-01 48.046373039738704
2017-01-01 48.489570289099100
2017-02-01 48.700644692499600
2017-03-01 49.271802703795395
2017-04-01 49.785374122213106
2017-05-01 50.718023799483205
2017-06-01 50.534363896869294
2017-07-01 50.920440889667100
2017-08-01 51.334669976136800
2017-09-01 51.785667930736196
2017-10-01 52.546056960956200
2017-11-01 53.044481730705390
2017-12-01 53.544573414503795
2018-01-01 53.899034094898205
2018-02-01 55.024372251520006
2018-03-01 55.573934755867796
2018-04-01 55.778316102755100
2018-05-01 56.073506475765000
2018-06-01 51.643111509124790
2018-07-01 53.311659210352296
2018-08-01 55.372342512365290
2018-09-01 55.553133407724710
2018-10-01 55.478970811625900
2018-11-01 55.883713569680204
2018-12-01 56.435941046974705
2019-01-01 56.089628832215205
2019-02-01 56.662686653319900
2019-03-01 56.643278935352790
2019-04-01 57.288331245538200
2019-05-01 57.378107935901600
2019-06-01 52.881535345596000
2019-07-01 53.163246049785800
2019-08-01 57.632675169872100
2019-09-01 57.918599696425890
2019-10-01 57.883124654347800
2019-11-01 58.502635478181894
2019-12-01 58.875981315690005
2020-01-01 62.486167850106796
2020-02-01 60.374659091661300
2020-03-01 60.873025740314000
2020-04-01 47.562927112789600
2020-05-01 49.171695728774395
2020-06-01 50.115413339725100
2020-07-01 49.618206254974496
2020-08-01 49.784063186287796
2020-09-01 49.833286622277300
2020-10-01 51.896691819521400
2020-11-01 51.658418254080104
2020-12-01 51.877987827453296
2021-01-01 52.080415239358500
2021-02-01 51.761180907834610
2021-03-01 52.364655113708900
2021-04-01 52.432726344623205
2021-05-01 53.062109584153900
2021-06-01 53.951024825378200
2021-07-01 54.487411079522104
2021-08-01 53.850291747957790
2021-09-01 53.631848736461400
2021-10-01 54.320474026905600
2021-11-01 54.199938351176996
2021-12-01 54.677807886124704
2022-01-01 55.281183892050000
2022-02-01 55.643852164600600
2022-03-01 55.832300108249290
2022-04-01 56.580167017431094
2022-05-01 56.395823430614904
2022-06-01 56.314880615878000
2022-07-01 56.506670782622700
2022-08-01 57.065045899040605
2022-09-01 57.648294177158300
2022-10-01 56.846573703214396
2022-11-01 57.107434250912200
2022-12-01 57.283548480883500
2023-01-01 57.927020249975210
2023-02-01 58.575920595744490
2023-03-01 58.695429741491600
2023-04-01 58.559305615365105
2023-05-01 58.165341447588500
2023-06-01 59.642208014508110
2023-07-01 60.775842559087100
2023-08-01 61.284729550403796
2023-09-01 62.243152791993396
2023-10-01 63.529899607393595
2023-11-01 64.226441744453300
2023-12-01 64.661052033302500
2024-01-01 64.673462486209700
2024-02-01 64.780856119406610
2024-03-01 65.658617497775710
2024-04-01 66.526111962543900
2024-05-01 67.045072534302500

Subscribe to the FRED newsletter


Follow us

Back to Top