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 2026-03-01
Last Updated 2026-05-07 11:47 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 41.4361843382402
1990-02-01 41.9307824493601
1990-03-01 42.2958836456004
1990-04-01 42.1536881530856
1990-05-01 42.3464133453661
1990-06-01 42.5944469442702
1990-07-01 41.9455197515937
1990-08-01 42.1573139757550
1990-09-01 42.1026331016652
1990-10-01 42.2863638089156
1990-11-01 42.7401285122503
1990-12-01 42.4976671927286
1991-01-01 45.4680074684449
1991-02-01 45.7574607771294
1991-03-01 45.7996993194407
1991-04-01 45.7512494100643
1991-05-01 45.8363239550166
1991-06-01 46.0887615446348
1991-07-01 46.3630616931266
1991-08-01 46.5747997561101
1991-09-01 46.8195056778547
1991-10-01 47.0840496246830
1991-11-01 47.4167901864963
1991-12-01 47.8246233082912
1992-01-01 47.1792635306528
1992-02-01 47.2567159214027
1992-03-01 47.5887235800365
1992-04-01 48.2465162914488
1992-05-01 48.5013654212770
1992-06-01 48.6733791400187
1992-07-01 49.3942159561903
1992-08-01 49.8205576816518
1992-09-01 50.3233072469492
1992-10-01 50.7115847149124
1992-11-01 50.8208506576642
1992-12-01 51.0817207085681
1993-01-01 52.1922914522002
1993-02-01 52.4474008581176
1993-03-01 52.5560889125030
1993-04-01 53.5522568510829
1993-05-01 53.7675764018583
1993-06-01 54.0622464786350
1993-07-01 55.1549599299220
1993-08-01 55.2910397148276
1993-09-01 55.5140635485772
1993-10-01 55.9503910029128
1993-11-01 56.4325212983930
1993-12-01 56.7281323358513
1994-01-01 56.6817795313119
1994-02-01 56.8882487014952
1994-03-01 57.1730320690376
1994-04-01 57.6846513826267
1994-05-01 57.9496693542984
1994-06-01 58.6504516979960
1994-07-01 58.3119289079816
1994-08-01 58.7795886060379
1994-09-01 58.8951646844991
1994-10-01 58.9036893820899
1994-11-01 59.5597417076499
1994-12-01 59.8222840202120
1995-01-01 59.1444542169015
1995-02-01 58.6943675633444
1995-03-01 58.8621734365524
1995-04-01 59.1189418136992
1995-05-01 59.5747290323054
1995-06-01 60.1571914994471
1995-07-01 59.8568730187555
1995-08-01 60.0405072168265
1995-09-01 60.5790825415594
1995-10-01 59.9318562604603
1995-11-01 60.2864953401487
1995-12-01 60.8580192143742
1996-01-01 61.4997596251405
1996-02-01 62.1056597839587
1996-03-01 62.5500320578123
1996-04-01 62.6665361085181
1996-05-01 63.2302450320567
1996-06-01 63.7729164819889
1996-07-01 64.1907572342021
1996-08-01 64.8089516776194
1996-09-01 65.4855804742080
1996-10-01 65.6125790113278
1996-11-01 65.9823625939270
1996-12-01 66.3306617985997
1997-01-01 66.7816291155900
1997-02-01 67.3438358905311
1997-03-01 67.4617139721296
1997-04-01 67.2029948285329
1997-05-01 67.3051633919873
1997-06-01 67.6016458286933
1997-07-01 67.0046114342654
1997-08-01 67.1144873038678
1997-09-01 67.5050741538141
1997-10-01 67.6517409710005
1997-11-01 67.9730156125977
1997-12-01 68.1298972043681
1998-01-01 68.7030214774772
1998-02-01 69.0268784886119
1998-03-01 69.4379853908757
1998-04-01 69.7289750707913
1998-05-01 69.6568830117781
1998-06-01 69.8185790229013
1998-07-01 70.1921107062241
1998-08-01 70.1795064702629
1998-09-01 69.9508473410868
1998-10-01 70.7760113119819
1998-11-01 70.6452609969261
1998-12-01 70.6992836871234
1999-01-01 70.6695604949566
1999-02-01 70.3465658370179
1999-03-01 70.1804851541679
1999-04-01 70.9243781553138
1999-05-01 71.2738668427554
1999-06-01 71.5256191619728
1999-07-01 71.4768813449924
1999-08-01 71.5924533136986
1999-09-01 71.7063467005731
1999-10-01 72.2164560225846
1999-11-01 72.3985161970752
1999-12-01 72.6593200999303
2000-01-01 72.8545091765544
2000-02-01 73.3881681806501
2000-03-01 73.6728464481678
2000-04-01 73.4084917509030
2000-05-01 73.9604807415293
2000-06-01 74.3072767694989
2000-07-01 74.5786224438145
2000-08-01 75.1202653140101
2000-09-01 75.3422631535952
2000-10-01 75.8792024818783
2000-11-01 76.2420453565135
2000-12-01 76.8027373578814
2001-01-01 75.2272620085709
2001-02-01 76.0268210430567
2001-03-01 76.3802541530582
2001-04-01 76.4831977652673
2001-05-01 76.9318223235773
2001-06-01 77.0905692130156
2001-07-01 77.9019932521017
2001-08-01 78.2698530240445
2001-09-01 78.3499368047680
2001-10-01 77.9650226790513
2001-11-01 78.5858553421355
2001-12-01 79.1699353493646
2002-01-01 79.5971479611188
2002-02-01 79.9630968813435
2002-03-01 80.5846723581373
2002-04-01 81.4517974615561
2002-05-01 82.3040387211998
2002-06-01 82.9845712088326
2002-07-01 83.1339325577904
2002-08-01 84.4543889727674
2002-09-01 85.0412642254860
2002-10-01 85.9406639320663
2002-11-01 87.0073009232678
2002-12-01 87.3901803418706
2003-01-01 87.9691737396905
2003-02-01 88.5109625460763
2003-03-01 88.8753210114634
2003-04-01 89.9991480865633
2003-05-01 90.1687037718869
2003-06-01 91.1022120815057
2003-07-01 91.4840645879012
2003-08-01 91.9634167926705
2003-09-01 92.8402163520398
2003-10-01 93.0091620084367
2003-11-01 93.7314738287363
2003-12-01 94.1293866931851
2004-01-01 94.8361983747841
2004-02-01 95.0565274920418
2004-03-01 95.5504719641301
2004-04-01 95.9512129511314
2004-05-01 96.4363513080482
2004-06-01 96.7164186577419
2004-07-01 97.3089656939137
2004-08-01 97.6774295127446
2004-09-01 98.0213616725216
2004-10-01 99.2670837537034
2004-11-01 99.6757965661070
2004-12-01 100.6033398208960
2005-01-01 100.7014029785470
2005-02-01 101.2900517853130
2005-03-01 103.9970656355370
2005-04-01 104.5289219480700
2005-05-01 105.4001302749180
2005-06-01 105.6679839128470
2005-07-01 105.9325445546250
2005-08-01 106.5700744161150
2005-09-01 106.9041513119820
2005-10-01 107.5030194314480
2005-11-01 108.1219532477470
2005-12-01 108.1711738981630
2006-01-01 109.6003231776810
2006-02-01 110.5169470777870
2006-03-01 111.3024579688850
2006-04-01 112.2684905823450
2006-05-01 112.7710115141510
2006-06-01 113.3453979442880
2006-07-01 113.8319601145390
2006-08-01 114.4206185212240
2006-09-01 114.8608980739010
2006-10-01 115.3443676794180
2006-11-01 115.8841620241040
2006-12-01 116.5404567722640
2007-01-01 116.7494958704310
2007-02-01 117.3694722175210
2007-03-01 117.6024694218080
2007-04-01 117.8352084048600
2007-05-01 118.2503809978500
2007-06-01 119.5287987649790
2007-07-01 119.7285418786150
2007-08-01 120.0688119158650
2007-09-01 120.2035260270770
2007-10-01 121.4866486841600
2007-11-01 121.7254066189750
2007-12-01 121.8179033031050
2008-01-01 122.0636398007890
2008-02-01 123.0287387716600
2008-03-01 123.3172317925920
2008-04-01 124.5122212805670
2008-05-01 125.0707689810580
2008-06-01 125.4175667782300
2008-07-01 125.9352321591590
2008-08-01 126.5633184805960
2008-09-01 126.8295363382670
2008-10-01 126.5977296506920
2008-11-01 126.8351027902490
2008-12-01 127.1868722364110
2009-01-01 127.6426351688580
2009-02-01 127.8047756562440
2009-03-01 128.2526828445030
2009-04-01 127.8611771647440
2009-05-01 128.3124383693230
2009-06-01 128.1948320558000
2009-07-01 128.3540737332220
2009-08-01 128.6094155740050
2009-09-01 128.4576037279600
2009-10-01 128.6114851289450
2009-11-01 128.9607606975980
2009-12-01 129.3200011737370
2010-01-01 129.7003935315380
2010-02-01 129.4624095217280
2010-03-01 129.7788116830390
2010-04-01 129.6802724823630
2010-05-01 130.1685213574070
2010-06-01 130.7824280766560
2010-07-01 130.9097982436110
2010-08-01 130.9579569913540
2010-09-01 131.3235151821860
2010-10-01 133.4128818902220
2010-11-01 133.6428135457010
2010-12-01 133.0944482757120
2011-01-01 133.6823974263290
2011-02-01 134.0328124636520
2011-03-01 134.0225877384830
2011-04-01 134.7813135327970
2011-05-01 134.8379018247770
2011-06-01 134.7322460468760
2011-07-01 135.1807423982030
2011-08-01 135.4089659714580
2011-09-01 136.3430142951630
2011-10-01 136.4437362710630
2011-11-01 136.3449778398900
2011-12-01 136.3183884459890
2012-01-01 136.8156947620390
2012-02-01 137.0659244659820
2012-03-01 137.4795235604850
2012-04-01 137.8586853201220
2012-05-01 138.1920819185830
2012-06-01 138.9934935491530
2012-07-01 139.4179353358540
2012-08-01 139.3161835043840
2012-09-01 140.4250913680340
2012-10-01 140.7680586384470
2012-11-01 141.2411510475970
2012-12-01 142.1384939205740
2013-01-01 141.9706237891820
2013-02-01 142.8982379322800
2013-03-01 144.1671654099850
2013-04-01 143.3511942032110
2013-05-01 143.1109340291850
2013-06-01 143.1176342443260
2013-07-01 143.3171705336270
2013-08-01 143.9958227154810
2013-09-01 144.1200596985440
2013-10-01 143.8528543970130
2013-11-01 144.3118826913990
2013-12-01 144.8115809737810
2014-01-01 143.5089598088450
2014-02-01 143.7836781822740
2014-03-01 144.0063987535900
2014-04-01 144.0503887094830
2014-05-01 144.3982722073330
2014-06-01 144.8383822128460
2014-07-01 144.3711684050110
2014-08-01 144.5264413923670
2014-09-01 144.5274667009140
2014-10-01 145.2798264260960
2014-11-01 145.6394821504140
2014-12-01 146.2526787403100
2015-01-01 146.0066660944020
2015-02-01 146.7573379704180
2015-03-01 147.1514891951050
2015-04-01 147.6827750610630
2015-05-01 148.2959400311000
2015-06-01 148.7216195938690
2015-07-01 149.8344873230290
2015-08-01 149.9805373197250
2015-09-01 149.9300038017790
2015-10-01 150.7765167985160
2015-11-01 151.1558718844310
2015-12-01 151.5995835263790
2016-01-01 152.3937320584670
2016-02-01 152.7832921297030
2016-03-01 153.2257464807950
2016-04-01 154.0149774230910
2016-05-01 154.7030784147440
2016-06-01 154.9441407877420
2016-07-01 155.6143781481050
2016-08-01 156.0284396327860
2016-09-01 157.1242829827910
2016-10-01 157.0579078991320
2016-11-01 157.5687625175360
2016-12-01 158.0072700408580
2017-01-01 158.2800650885460
2017-02-01 158.8508621674880
2017-03-01 159.7352950124400
2017-04-01 159.8479120146960
2017-05-01 159.8370470954630
2017-06-01 160.7820838403420
2017-07-01 161.3515936982450
2017-08-01 161.4874640690220
2017-09-01 161.8589098897160
2017-10-01 162.4505447759620
2017-11-01 162.5704824227900
2017-12-01 163.5634520006760
2018-01-01 163.6279050525580
2018-02-01 164.0845651267280
2018-03-01 165.2302241577530
2018-04-01 164.2345684408410
2018-05-01 164.7863124542970
2018-06-01 165.4822456245350
2018-07-01 165.6239320810190
2018-08-01 166.1521794806600
2018-09-01 166.5956061858290
2018-10-01 166.9348297811680
2018-11-01 167.4500908664590
2018-12-01 167.6527934164960
2019-01-01 168.5441536936420
2019-02-01 169.2148850989410
2019-03-01 169.9149965310620
2019-04-01 170.7887583768050
2019-05-01 172.2339121759110
2019-06-01 173.0286257206780
2019-07-01 173.5313626384930
2019-08-01 174.4484669613370
2019-09-01 174.9524122326210
2019-10-01 175.6579792107080
2019-11-01 176.7655781815530
2019-12-01 177.6161780135320
2020-01-01 178.5046933425530
2020-02-01 178.9919866435100
2020-03-01 178.8757113103770
2020-04-01 157.7810154985120
2020-05-01 168.0974821958930
2020-06-01 172.3335980236810
2020-07-01 174.0670902201920
2020-08-01 175.6885920140370
2020-09-01 176.4919122352690
2020-10-01 177.3424096068750
2020-11-01 178.2899184020350
2020-12-01 179.7549012428690
2021-01-01 178.5752785425270
2021-02-01 180.4176629870540
2021-03-01 180.9408352543470
2021-04-01 181.9994546378840
2021-05-01 182.0851360789120
2021-06-01 182.1827193280000
2021-07-01 182.9993412109860
2021-08-01 183.5293866985870
2021-09-01 184.4033295084010
2021-10-01 185.8324258169120
2021-11-01 186.2066402568200
2021-12-01 187.1754883897730
2022-01-01 188.2318049908560
2022-02-01 189.9139828789920
2022-03-01 190.0494331450730
2022-04-01 191.0812860135860
2022-05-01 192.1091046507500
2022-06-01 192.2891700264230
2022-07-01 193.8719401986250
2022-08-01 194.5695772877680
2022-09-01 195.6289292082830
2022-10-01 197.3859076092910
2022-11-01 198.3767150498800
2022-12-01 198.9384265454120
2023-01-01 200.1183625202020
2023-02-01 200.8440433260810
2023-03-01 202.3085634439370
2023-04-01 203.4869925531910
2023-05-01 204.5242652920470
2023-06-01 206.4542625366650
2023-07-01 206.4219915718440
2023-08-01 207.0710193847340
2023-09-01 208.6763842210620
2023-10-01 206.1111826604220
2023-11-01 206.8650309834050
2023-12-01 208.6405336207300
2024-01-01 209.3286522146730
2024-02-01 210.5033047778620
2024-03-01 211.3358489547160
2024-04-01 211.8275140040970
2024-05-01 212.3008526728930
2024-06-01 213.4216217999910
2024-07-01 214.2600547109490
2024-08-01 215.3481634616630
2024-09-01 216.0079057621230
2024-10-01 215.3865485519820
2024-11-01 216.3545265797840
2024-12-01 216.3898622449210
2025-01-01 217.0338335048230
2025-02-01 217.4298135551600
2025-03-01 217.7884748486020
2025-04-01 218.1092629777680
2025-05-01 218.7335623550360
2025-06-01 218.5766460442870
2025-07-01 219.0236120559490
2025-08-01 219.1887800241590
2025-09-01 218.9251508496940
2025-10-01 219.1394726099860
2025-11-01 220.0167840472150
2025-12-01 219.9404208102520
2026-01-01 221.6499062710720
2026-02-01 221.9363772890700
2026-03-01 222.7918884244270

Back to Top