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 |