Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Arizona

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Arizona
Series ID SMU04000006562100001SA
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 2024-11-01
Last Updated 2024-12-21 6:07 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 41.302468018619900
1990-02-01 41.828458857264200
1990-03-01 42.199641562923105
1990-04-01 42.108018074119600
1990-05-01 42.358806861843000
1990-06-01 42.669395232302800
1990-07-01 41.968596776098900
1990-08-01 42.158792977249700
1990-09-01 42.131001205161500
1990-10-01 42.341825472374204
1990-11-01 42.805478249721700
1990-12-01 42.620492759019800
1991-01-01 45.301705464586700
1991-02-01 45.651733938303200
1991-03-01 45.707324736487706
1991-04-01 45.703655006908400
1991-05-01 45.857728237067100
1991-06-01 46.173175950431900
1991-07-01 46.394649757236900
1991-08-01 46.570501143375800
1991-09-01 46.842635235727100
1991-10-01 47.149462170866700
1991-11-01 47.477334698845304
1991-12-01 47.940001314537795
1992-01-01 46.975386545518894
1992-02-01 47.176401003842900
1992-03-01 47.523165132295595
1992-04-01 48.203143481702796
1992-05-01 48.537242532793210
1992-06-01 48.761836241902200
1992-07-01 49.434626474531800
1992-08-01 49.809887615164000
1992-09-01 50.337897296318700
1992-10-01 50.773305470250100
1992-11-01 50.866749319197595
1992-12-01 51.171541156611100
1993-01-01 51.948982097750200
1993-02-01 52.399768907024100
1993-03-01 52.519142816928300
1993-04-01 53.519337044077396
1993-05-01 53.813773558074700
1993-06-01 54.146821313035296
1993-07-01 55.203812605016100
1993-08-01 55.282999151405300
1993-09-01 55.522365785124800
1993-10-01 56.007669144563100
1993-11-01 56.457354064296396
1993-12-01 56.788246286972700
1994-01-01 56.419766982423106
1994-02-01 56.880781892322000
1994-03-01 57.163937231878606
1994-04-01 57.661166229896100
1994-05-01 57.996690443146500
1994-06-01 58.703003737920290
1994-07-01 58.385622511941000
1994-08-01 58.781682588434705
1994-09-01 58.905118616502000
1994-10-01 58.944366318196400
1994-11-01 59.562340492499500
1994-12-01 59.842331746119700
1995-01-01 58.917576820655300
1995-02-01 58.716418545812000
1995-03-01 58.862676549089000
1995-04-01 59.109445008951000
1995-05-01 59.603463736643896
1995-06-01 60.155897553349400
1995-07-01 59.950637477155500
1995-08-01 60.070017797359895
1995-09-01 60.595549468894205
1995-10-01 59.961189928134296
1995-11-01 60.272890236174796
1995-12-01 60.842935716486300
1996-01-01 61.329301326839900
1996-02-01 62.146432150958600
1996-03-01 62.549690973083900
1996-04-01 62.660606102516100
1996-05-01 63.232339806722600
1996-06-01 63.713008402648200
1996-07-01 64.306123550676200
1996-08-01 64.871304984529400
1996-09-01 65.517886631010400
1996-10-01 65.623467165824610
1996-11-01 65.965812772825900
1996-12-01 66.297180578048710
1997-01-01 66.679656232674200
1997-02-01 67.375494860071900
1997-03-01 67.450103914359800
1997-04-01 67.196653945699800
1997-05-01 67.278454626460500
1997-06-01 67.516904892770800
1997-07-01 67.111789816526200
1997-08-01 67.195292635592790
1997-09-01 67.545389892318000
1997-10-01 67.649025523076290
1997-11-01 67.967304440105890
1997-12-01 68.105904616255290
1998-01-01 68.655688687261290
1998-02-01 69.036176861236900
1998-03-01 69.415983593878890
1998-04-01 69.715348629018210
1998-05-01 69.615486331249000
1998-06-01 69.734721205163400
1998-07-01 70.292216340044600
1998-08-01 70.254972146538400
1998-09-01 69.989915814040300
1998-10-01 70.763894821745500
1998-11-01 70.650283157509010
1998-12-01 70.688287751244910
1999-01-01 70.655033908633500
1999-02-01 70.336031272208000
1999-03-01 70.156367849347600
1999-04-01 70.911466931400200
1999-05-01 71.236162544527500
1999-06-01 71.470917882308900
1999-07-01 71.546203941256000
1999-08-01 71.646230225239490
1999-09-01 71.731440885872800
1999-10-01 72.207100369698710
1999-11-01 72.406383992719300
1999-12-01 72.653218926562700
2000-01-01 72.846764483883800
2000-02-01 73.379714961900090
2000-03-01 73.657948335074300
2000-04-01 73.400932835911200
2000-05-01 73.936127670489210
2000-06-01 74.278228489839900
2000-07-01 74.617866181112000
2000-08-01 75.151350817091410
2000-09-01 75.355316373318700
2000-10-01 75.870749086014300
2000-11-01 76.244632096948900
2000-12-01 76.797766682110790
2001-01-01 75.224266871532410
2001-02-01 76.022065463970290
2001-03-01 76.375273803675700
2001-04-01 76.484250087723300
2001-05-01 76.922544043752410
2001-06-01 77.088567891443800
2001-07-01 77.909612524936900
2001-08-01 78.279219937271990
2001-09-01 78.353009699246290
2001-10-01 77.959310806286500
2001-11-01 78.583021319090500
2001-12-01 79.167548392720500
2002-01-01 79.599038883855200
2002-02-01 79.963747700091900
2002-03-01 80.584797733644200
2002-04-01 81.458909982938990
2002-05-01 82.298193183384200
2002-06-01 82.984615670407200
2002-07-01 83.137046327449000
2002-08-01 84.454111015329800
2002-09-01 85.038202695722400
2002-10-01 85.940129882620080
2002-11-01 87.001110791857490
2002-12-01 87.389668379255910
2003-01-01 87.972383745346900
2003-02-01 88.514200589729400
2003-03-01 88.876113627558210
2003-04-01 90.006969948059010
2003-05-01 90.161898098851300
2003-06-01 91.103047416579200
2003-07-01 91.486431890062500
2003-08-01 91.961982969156500
2003-09-01 92.835825712023690
2003-10-01 93.008380406479800
2003-11-01 93.726703836552600
2003-12-01 94.132069622616100
2004-01-01 94.838528393537500
2004-02-01 95.059449396158700
2004-03-01 95.553403422643580
2004-04-01 95.955141681792410
2004-05-01 96.424793757063300
2004-06-01 96.718233947219790
2004-07-01 97.313636868888500
2004-08-01 97.676443655694410
2004-09-01 98.019345763276010
2004-10-01 99.267205319204500
2004-11-01 99.672098458931290
2004-12-01 100.605827344257000
2005-01-01 100.700578105490000
2005-02-01 101.288984944662990
2005-03-01 104.006705007997000
2005-04-01 104.528802173787000
2005-05-01 105.385378281343990
2005-06-01 105.671238968672010
2005-07-01 105.941619447752980
2005-08-01 106.570945686885000
2005-09-01 106.905933643044000
2005-10-01 107.503102899248000
2005-11-01 108.116743065613010
2005-12-01 108.169229426074010
2006-01-01 109.594107858296000
2006-02-01 110.509489148061010
2006-03-01 111.318953818328000
2006-04-01 112.264361735200990
2006-05-01 112.755384397826000
2006-06-01 113.354415857001000
2006-07-01 113.850294980538010
2006-08-01 114.426670320247000
2006-09-01 114.868985885314000
2006-10-01 115.344600507024990
2006-11-01 115.874000369031000
2006-12-01 116.527296001308000
2007-01-01 116.732524511205000
2007-02-01 117.349913527391000
2007-03-01 117.622600695237990
2007-04-01 117.825398113072000
2007-05-01 118.240488645702000
2007-06-01 119.546487214921000
2007-07-01 119.764191899258990
2007-08-01 120.099250391380990
2007-09-01 120.213715538700010
2007-10-01 121.485085844285000
2007-11-01 121.704370954575990
2007-12-01 121.786799806224990
2008-01-01 122.026190673174000
2008-02-01 122.995357481936000
2008-03-01 123.332266604955010
2008-04-01 124.501949682923000
2008-05-01 125.071594990790000
2008-06-01 125.449251362199990
2008-07-01 125.996480271002000
2008-08-01 126.628814717079000
2008-09-01 126.828074319919000
2008-10-01 126.597775672488000
2008-11-01 126.802937312120000
2008-12-01 127.134748298759000
2009-01-01 127.581667317582000
2009-02-01 127.756297218865000
2009-03-01 128.261390199521000
2009-04-01 127.851303890419000
2009-05-01 128.326058569422000
2009-06-01 128.238200971296000
2009-07-01 128.433265886520000
2009-08-01 128.721857616113000
2009-09-01 128.436830215694020
2009-10-01 128.610115802639000
2009-11-01 128.919355053208000
2009-12-01 129.253183988935000
2010-01-01 129.619020235635000
2010-02-01 129.407550157490000
2010-03-01 129.776817570411000
2010-04-01 129.677087057727000
2010-05-01 130.191538132859000
2010-06-01 130.834551927970000
2010-07-01 130.996160785095010
2010-08-01 131.100451180427000
2010-09-01 131.284218502304010
2010-10-01 133.411643062646020
2010-11-01 133.599368070706000
2010-12-01 133.020454336874000
2011-01-01 133.590819873421000
2011-02-01 133.979543946803000
2011-03-01 134.012391866900000
2011-04-01 134.783195603404000
2011-05-01 134.865039125713000
2011-06-01 134.784316004671000
2011-07-01 135.260392358879000
2011-08-01 135.569860459505000
2011-09-01 136.293923569390000
2011-10-01 136.439746497893000
2011-11-01 136.305237737243000
2011-12-01 136.247641867443000
2012-01-01 136.722659347586000
2012-02-01 137.024962555945000
2012-03-01 137.467339849995000
2012-04-01 137.866440593619980
2012-05-01 138.218842802591980
2012-06-01 139.040074882488000
2012-07-01 139.478875034372000
2012-08-01 139.457228800549000
2012-09-01 140.376514925770000
2012-10-01 140.766051809237000
2012-11-01 141.212013230188000
2012-12-01 142.079272091633000
2013-01-01 141.890116919634980
2013-02-01 142.871675533078990
2013-03-01 144.162232209185020
2013-04-01 143.359038212437980
2013-05-01 143.131665941388000
2013-06-01 143.151696942585000
2013-07-01 143.349110331368000
2013-08-01 144.103435813236020
2013-09-01 144.088193501222000
2013-10-01 143.848883060393000
2013-11-01 144.293430320858000
2013-12-01 144.771365908904980
2014-01-01 143.448979076240000
2014-02-01 143.771723878446000
2014-03-01 144.011091848398000
2014-04-01 144.057655522968020
2014-05-01 144.409269067976000
2014-06-01 144.860100600405020
2014-07-01 144.377683054968000
2014-08-01 144.583713682549000
2014-09-01 144.518538368144000
2014-10-01 145.276502126748000
2014-11-01 145.632342101504000
2014-12-01 146.230808456819000
2015-01-01 145.970377810234000
2015-02-01 146.755495909046000
2015-03-01 147.161207413582000
2015-04-01 147.685604445742000
2015-05-01 148.294697304614000
2015-06-01 148.731766973241000
2015-07-01 149.827441564416000
2015-08-01 150.005835763135000
2015-09-01 149.938790638499000
2015-10-01 150.773278811154000
2015-11-01 151.155531287511000
2015-12-01 151.592934001597000
2016-01-01 152.374837357004000
2016-02-01 152.786154640626000
2016-03-01 153.237862506515000
2016-04-01 154.011543944673000
2016-05-01 154.689442554913000
2016-06-01 154.946173088874000
2016-07-01 155.603900060953000
2016-08-01 156.031830228873000
2016-09-01 157.136959922995000
2016-10-01 157.060359332087000
2016-11-01 157.575521986369000
2016-12-01 158.013551881005980
2017-01-01 158.282116447073000
2017-02-01 158.866922658809000
2017-03-01 159.731702405775000
2017-04-01 159.836904486712000
2017-05-01 159.794606387210000
2017-06-01 160.786170398368000
2017-07-01 161.344103283547000
2017-08-01 161.487541606746000
2017-09-01 161.870633077178000
2017-10-01 162.457264588951000
2017-11-01 162.583087156656000
2017-12-01 163.576354862007000
2018-01-01 163.646952610147000
2018-02-01 164.112786493522000
2018-03-01 165.208607308643000
2018-04-01 164.217715107515000
2018-05-01 164.719463828314000
2018-06-01 165.494859553062980
2018-07-01 165.624109723539020
2018-08-01 166.153943174713000
2018-09-01 166.604861401058000
2018-10-01 166.928219206436000
2018-11-01 167.468322347796000
2018-12-01 167.667610197774000
2019-01-01 168.577504363554000
2019-02-01 169.248868820710000
2019-03-01 169.879301608521000
2019-04-01 170.770352513747000
2019-05-01 172.145590765196000
2019-06-01 173.083986097842000
2019-07-01 173.542992683186980
2019-08-01 174.453335714706980
2019-09-01 174.952912687140000
2019-10-01 175.621830229278000
2019-11-01 176.769691252620020
2019-12-01 177.613788923367000
2020-01-01 178.538323838640000
2020-02-01 179.023402763107980
2020-03-01 178.847260685936020
2020-04-01 157.764769924149000
2020-05-01 168.044216195019000
2020-06-01 172.464998240269000
2020-07-01 174.090460122245000
2020-08-01 175.690013953324000
2020-09-01 176.488261844047000
2020-10-01 177.223488524603000
2020-11-01 178.243329539462020
2020-12-01 179.713547317171000
2021-01-01 178.589610161198000
2021-02-01 180.451551962102000
2021-03-01 180.971758487633020
2021-04-01 182.004427843709980
2021-05-01 182.035148369743000
2021-06-01 182.428241108158000
2021-07-01 183.074070170033000
2021-08-01 183.590735081124000
2021-09-01 184.380756225946020
2021-10-01 185.568382048813020
2021-11-01 186.057598695500990
2021-12-01 187.000207277884000
2022-01-01 188.239187796219000
2022-02-01 189.956696197605030
2022-03-01 190.189586600332000
2022-04-01 191.133184818448000
2022-05-01 192.128660991458020
2022-06-01 192.633139654754000
2022-07-01 194.040533825948980
2022-08-01 194.739986177149000
2022-09-01 195.567133830998980
2022-10-01 196.887812058238980
2022-11-01 198.064016767624030
2022-12-01 198.582348451334000
2023-01-01 200.137051944855020
2023-02-01 200.885362580006000
2023-03-01 202.620091587675000
2023-04-01 203.911968311419000
2023-05-01 204.712252226957020
2023-06-01 206.407229335934970
2023-07-01 209.029031858493000
2023-08-01 209.506294379581000
2023-09-01 210.445346072535020
2023-10-01 209.819899667910000
2023-11-01 211.820557665755980
2023-12-01 214.706112979527000
2024-01-01 214.369952999047000
2024-02-01 214.248310778718000
2024-03-01 216.051622109628000
2024-04-01 217.220513799516000
2024-05-01 219.420397487345000
2024-06-01 220.719213002114000
2024-07-01 219.890481494374000
2024-08-01 220.715191060455030
2024-09-01 222.924322684441000
2024-10-01 224.388512229965000
2024-11-01 225.685355911006000

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