Table Data - All Employees: Government: State Government Educational Services in Arizona
| Title | All Employees: Government: State Government Educational Services in Arizona |
|---|---|
| Series ID | SMU04000009092161101SA |
| 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 | 1994-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 10:55 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 |
|---|---|
| 1994-01-01 | 36.4154149917 |
| 1994-02-01 | 36.7769082693 |
| 1994-03-01 | 37.0786318896 |
| 1994-04-01 | 36.2903574160 |
| 1994-05-01 | 34.4849343099 |
| 1994-06-01 | 37.9233194400 |
| 1994-07-01 | 40.0108326333 |
| 1994-08-01 | 39.9624224244 |
| 1994-09-01 | 38.5981983228 |
| 1994-10-01 | 38.4019728115 |
| 1994-11-01 | 38.8758579618 |
| 1994-12-01 | 38.0157325840 |
| 1995-01-01 | 37.6942077952 |
| 1995-02-01 | 36.9131816664 |
| 1995-03-01 | 37.2741496412 |
| 1995-04-01 | 37.4137382678 |
| 1995-05-01 | 37.5911966677 |
| 1995-06-01 | 37.2275001513 |
| 1995-07-01 | 38.9533519502 |
| 1995-08-01 | 36.9236633121 |
| 1995-09-01 | 38.1672416276 |
| 1995-10-01 | 36.9109307569 |
| 1995-11-01 | 36.7611887566 |
| 1995-12-01 | 36.7742925591 |
| 1996-01-01 | 37.1366744100 |
| 1996-02-01 | 38.0432981407 |
| 1996-03-01 | 37.2803686979 |
| 1996-04-01 | 31.8709338923 |
| 1996-05-01 | 32.8099646426 |
| 1996-06-01 | 36.6231266295 |
| 1996-07-01 | 38.8295968288 |
| 1996-08-01 | 39.1164921823 |
| 1996-09-01 | 38.0183834177 |
| 1996-10-01 | 38.1306183923 |
| 1996-11-01 | 36.7918317843 |
| 1996-12-01 | 38.3743407473 |
| 1997-01-01 | 38.1002257403 |
| 1997-02-01 | 37.7676975894 |
| 1997-03-01 | 37.8265253173 |
| 1997-04-01 | 38.6650457327 |
| 1997-05-01 | 40.0427089352 |
| 1997-06-01 | 39.9436769886 |
| 1997-07-01 | 34.8528448666 |
| 1997-08-01 | 37.8047721334 |
| 1997-09-01 | 38.2465092343 |
| 1997-10-01 | 38.8338826505 |
| 1997-11-01 | 39.5844560814 |
| 1997-12-01 | 39.8856676222 |
| 1998-01-01 | 39.9115517201 |
| 1998-02-01 | 39.6154970102 |
| 1998-03-01 | 40.1536071455 |
| 1998-04-01 | 39.6933716989 |
| 1998-05-01 | 39.0024893316 |
| 1998-06-01 | 39.4339623847 |
| 1998-07-01 | 36.6844765942 |
| 1998-08-01 | 39.6014084089 |
| 1998-09-01 | 39.3560329692 |
| 1998-10-01 | 40.8329937674 |
| 1998-11-01 | 41.2488112623 |
| 1998-12-01 | 41.1553152623 |
| 1999-01-01 | 41.2254799728 |
| 1999-02-01 | 41.6615968785 |
| 1999-03-01 | 41.6199967720 |
| 1999-04-01 | 41.9075341719 |
| 1999-05-01 | 40.0562900505 |
| 1999-06-01 | 42.2712384982 |
| 1999-07-01 | 40.1079495339 |
| 1999-08-01 | 43.1081135563 |
| 1999-09-01 | 43.2447997367 |
| 1999-10-01 | 43.6595878683 |
| 1999-11-01 | 43.9667101643 |
| 1999-12-01 | 43.2329108037 |
| 2000-01-01 | 44.0394615462 |
| 2000-02-01 | 44.4655486123 |
| 2000-03-01 | 44.9159087357 |
| 2000-04-01 | 44.9128974131 |
| 2000-05-01 | 45.3952342022 |
| 2000-06-01 | 45.0662141610 |
| 2000-07-01 | 45.9718383183 |
| 2000-08-01 | 45.2955048908 |
| 2000-09-01 | 47.1418677518 |
| 2000-10-01 | 45.3600104985 |
| 2000-11-01 | 44.9451592904 |
| 2000-12-01 | 45.5146279082 |
| 2001-01-01 | 45.6568165452 |
| 2001-02-01 | 45.3884938861 |
| 2001-03-01 | 45.1519849665 |
| 2001-04-01 | 45.2895049910 |
| 2001-05-01 | 45.1067963177 |
| 2001-06-01 | 45.8326569325 |
| 2001-07-01 | 45.1929740354 |
| 2001-08-01 | 45.6623035847 |
| 2001-09-01 | 47.1338055296 |
| 2001-10-01 | 45.5789904912 |
| 2001-11-01 | 46.1453712677 |
| 2001-12-01 | 45.0443940967 |
| 2002-01-01 | 46.0402369867 |
| 2002-02-01 | 45.9808811817 |
| 2002-03-01 | 46.0577570394 |
| 2002-04-01 | 46.4343202399 |
| 2002-05-01 | 46.5221036270 |
| 2002-06-01 | 46.2806059368 |
| 2002-07-01 | 48.1449457989 |
| 2002-08-01 | 45.3478001921 |
| 2002-09-01 | 44.8630162540 |
| 2002-10-01 | 44.6952863884 |
| 2002-11-01 | 44.7270245108 |
| 2002-12-01 | 44.9283672802 |
| 2003-01-01 | 44.6815538356 |
| 2003-02-01 | 44.8252445111 |
| 2003-03-01 | 44.9374319252 |
| 2003-04-01 | 44.8709086196 |
| 2003-05-01 | 45.1296846159 |
| 2003-06-01 | 44.9018182676 |
| 2003-07-01 | 44.8929580998 |
| 2003-08-01 | 44.9520644145 |
| 2003-09-01 | 44.7421212779 |
| 2003-10-01 | 44.7989882816 |
| 2003-11-01 | 44.2346883758 |
| 2003-12-01 | 44.8921977404 |
| 2004-01-01 | 44.5677201665 |
| 2004-02-01 | 44.8334453458 |
| 2004-03-01 | 45.1775461100 |
| 2004-04-01 | 45.3291354659 |
| 2004-05-01 | 45.2394111253 |
| 2004-06-01 | 45.6955432435 |
| 2004-07-01 | 45.3186923161 |
| 2004-08-01 | 44.8348041260 |
| 2004-09-01 | 45.9033143677 |
| 2004-10-01 | 46.8979559193 |
| 2004-11-01 | 46.2921577813 |
| 2004-12-01 | 47.3126023755 |
| 2005-01-01 | 43.5845315837 |
| 2005-02-01 | 44.5700895545 |
| 2005-03-01 | 43.7302765818 |
| 2005-04-01 | 43.4960760140 |
| 2005-05-01 | 43.6058451111 |
| 2005-06-01 | 44.5721250161 |
| 2005-07-01 | 45.9625267487 |
| 2005-08-01 | 44.6005914230 |
| 2005-09-01 | 42.8657467113 |
| 2005-10-01 | 42.2681347468 |
| 2005-11-01 | 42.5393973479 |
| 2005-12-01 | 42.3945226457 |
| 2006-01-01 | 42.2472646626 |
| 2006-02-01 | 42.6467871962 |
| 2006-03-01 | 43.2561179861 |
| 2006-04-01 | 43.1506863020 |
| 2006-05-01 | 43.5058140908 |
| 2006-06-01 | 41.6567084841 |
| 2006-07-01 | 43.5395797798 |
| 2006-08-01 | 43.2398620804 |
| 2006-09-01 | 43.8147348402 |
| 2006-10-01 | 43.6720698974 |
| 2006-11-01 | 43.6163718542 |
| 2006-12-01 | 40.3015872368 |
| 2007-01-01 | 43.2846149391 |
| 2007-02-01 | 43.6590643975 |
| 2007-03-01 | 44.3492752403 |
| 2007-04-01 | 43.7661372044 |
| 2007-05-01 | 43.2592181625 |
| 2007-06-01 | 41.9865919079 |
| 2007-07-01 | 46.9588380357 |
| 2007-08-01 | 44.5454262031 |
| 2007-09-01 | 45.8927547492 |
| 2007-10-01 | 46.1107453217 |
| 2007-11-01 | 46.2621139146 |
| 2007-12-01 | 46.4562765138 |
| 2008-01-01 | 46.9228758280 |
| 2008-02-01 | 47.3633475473 |
| 2008-03-01 | 47.0590028226 |
| 2008-04-01 | 48.4848930323 |
| 2008-05-01 | 49.3392417538 |
| 2008-06-01 | 49.2917881294 |
| 2008-07-01 | 45.9020808877 |
| 2008-08-01 | 49.9138892928 |
| 2008-09-01 | 46.9351813870 |
| 2008-10-01 | 46.3423188007 |
| 2008-11-01 | 46.2154779259 |
| 2008-12-01 | 46.0517542520 |
| 2009-01-01 | 45.1715399331 |
| 2009-02-01 | 44.6595154037 |
| 2009-03-01 | 44.8035427681 |
| 2009-04-01 | 44.0261191684 |
| 2009-05-01 | 43.0543914000 |
| 2009-06-01 | 43.8861316087 |
| 2009-07-01 | 44.5797919159 |
| 2009-08-01 | 44.3311933523 |
| 2009-09-01 | 43.8369904508 |
| 2009-10-01 | 43.4153864722 |
| 2009-11-01 | 43.4375470324 |
| 2009-12-01 | 43.2222630303 |
| 2010-01-01 | 43.7517022545 |
| 2010-02-01 | 43.9684640772 |
| 2010-03-01 | 43.1589648174 |
| 2010-04-01 | 43.5273301343 |
| 2010-05-01 | 45.0748971177 |
| 2010-06-01 | 43.8285412186 |
| 2010-07-01 | 44.1877196433 |
| 2010-08-01 | 45.6710029154 |
| 2010-09-01 | 44.9957638617 |
| 2010-10-01 | 45.1325629923 |
| 2010-11-01 | 45.1371252577 |
| 2010-12-01 | 45.5411063101 |
| 2011-01-01 | 45.1110911719 |
| 2011-02-01 | 45.1091831489 |
| 2011-03-01 | 45.2494490705 |
| 2011-04-01 | 45.4143996929 |
| 2011-05-01 | 46.0802611198 |
| 2011-06-01 | 43.8411497343 |
| 2011-07-01 | 45.2139990447 |
| 2011-08-01 | 46.5413144647 |
| 2011-09-01 | 44.9585576571 |
| 2011-10-01 | 46.0965618208 |
| 2011-11-01 | 45.6616927500 |
| 2011-12-01 | 42.2962865110 |
| 2012-01-01 | 45.2632745471 |
| 2012-02-01 | 44.7619513275 |
| 2012-03-01 | 45.3296168736 |
| 2012-04-01 | 44.9853381676 |
| 2012-05-01 | 44.9206050387 |
| 2012-06-01 | 45.2524694167 |
| 2012-07-01 | 45.4651304642 |
| 2012-08-01 | 46.4012346537 |
| 2012-09-01 | 46.2334529168 |
| 2012-10-01 | 45.4989780711 |
| 2012-11-01 | 45.6497871250 |
| 2012-12-01 | 46.5513602710 |
| 2013-01-01 | 46.3448384505 |
| 2013-02-01 | 45.6931691391 |
| 2013-03-01 | 45.3481194019 |
| 2013-04-01 | 45.6724277925 |
| 2013-05-01 | 47.8409864709 |
| 2013-06-01 | 45.9335256332 |
| 2013-07-01 | 45.9593972625 |
| 2013-08-01 | 44.6577851850 |
| 2013-09-01 | 46.4986796949 |
| 2013-10-01 | 46.5790933947 |
| 2013-11-01 | 46.7233878525 |
| 2013-12-01 | 46.3583327328 |
| 2014-01-01 | 46.1197854065 |
| 2014-02-01 | 46.4753755130 |
| 2014-03-01 | 46.2743310181 |
| 2014-04-01 | 46.4869354327 |
| 2014-05-01 | 44.3197378002 |
| 2014-06-01 | 46.9989994685 |
| 2014-07-01 | 47.3955501183 |
| 2014-08-01 | 46.7974300568 |
| 2014-09-01 | 47.8280155861 |
| 2014-10-01 | 48.0015308448 |
| 2014-11-01 | 48.2229715819 |
| 2014-12-01 | 47.9035464960 |
| 2015-01-01 | 48.4424529128 |
| 2015-02-01 | 48.3058413544 |
| 2015-03-01 | 48.4171846594 |
| 2015-04-01 | 48.1884395138 |
| 2015-05-01 | 45.8284625447 |
| 2015-06-01 | 48.3075542560 |
| 2015-07-01 | 48.6287959094 |
| 2015-08-01 | 48.0807576954 |
| 2015-09-01 | 48.2215259458 |
| 2015-10-01 | 48.7180804075 |
| 2015-11-01 | 48.8067751047 |
| 2015-12-01 | 48.6369212632 |
| 2016-01-01 | 48.6457969220 |
| 2016-02-01 | 48.7908016080 |
| 2016-03-01 | 49.0974841598 |
| 2016-04-01 | 49.2799835071 |
| 2016-05-01 | 47.3315416365 |
| 2016-06-01 | 49.1564323806 |
| 2016-07-01 | 48.7340823092 |
| 2016-08-01 | 47.9902153058 |
| 2016-09-01 | 49.7262535626 |
| 2016-10-01 | 49.9439634444 |
| 2016-11-01 | 50.0000941284 |
| 2016-12-01 | 50.4648701485 |
| 2017-01-01 | 50.0132360814 |
| 2017-02-01 | 50.0363870826 |
| 2017-03-01 | 49.9565090909 |
| 2017-04-01 | 50.4795499387 |
| 2017-05-01 | 48.3312854261 |
| 2017-06-01 | 50.3051500485 |
| 2017-07-01 | 50.8401619965 |
| 2017-08-01 | 46.7252044251 |
| 2017-09-01 | 50.8755658323 |
| 2017-10-01 | 51.2104250335 |
| 2017-11-01 | 51.3333442115 |
| 2017-12-01 | 51.1171532837 |
| 2018-01-01 | 51.3986229238 |
| 2018-02-01 | 52.1075387184 |
| 2018-03-01 | 52.6222406907 |
| 2018-04-01 | 52.8587760847 |
| 2018-05-01 | 52.8303167233 |
| 2018-06-01 | 52.6861300460 |
| 2018-07-01 | 52.6704199936 |
| 2018-08-01 | 50.4366364669 |
| 2018-09-01 | 53.1864936713 |
| 2018-10-01 | 53.0063040640 |
| 2018-11-01 | 53.0121697169 |
| 2018-12-01 | 52.9333489607 |
| 2019-01-01 | 53.4187370455 |
| 2019-02-01 | 53.7065669433 |
| 2019-03-01 | 54.0863558246 |
| 2019-04-01 | 53.7342501516 |
| 2019-05-01 | 53.1407188323 |
| 2019-06-01 | 54.0131158543 |
| 2019-07-01 | 54.2983195481 |
| 2019-08-01 | 60.3372432774 |
| 2019-09-01 | 54.7602814057 |
| 2019-10-01 | 54.9105183376 |
| 2019-11-01 | 55.3540859053 |
| 2019-12-01 | 57.3825665868 |
| 2020-01-01 | 49.3436403487 |
| 2020-02-01 | 55.1144755688 |
| 2020-03-01 | 53.9080143810 |
| 2020-04-01 | 53.4945677387 |
| 2020-05-01 | 55.1212931769 |
| 2020-06-01 | 52.2150188492 |
| 2020-07-01 | 52.5182882405 |
| 2020-08-01 | 57.0246668536 |
| 2020-09-01 | 49.1891482381 |
| 2020-10-01 | 48.9370252146 |
| 2020-11-01 | 48.6797995078 |
| 2020-12-01 | 49.2746350910 |
| 2021-01-01 | 49.6949798558 |
| 2021-02-01 | 49.1805021713 |
| 2021-03-01 | 49.9151073047 |
| 2021-04-01 | 50.0864672828 |
| 2021-05-01 | 49.8196542400 |
| 2021-06-01 | 51.6665571042 |
| 2021-07-01 | 51.7663275324 |
| 2021-08-01 | 55.4225590611 |
| 2021-09-01 | 51.1660373985 |
| 2021-10-01 | 51.3842588986 |
| 2021-11-01 | 51.7196212412 |
| 2021-12-01 | 52.9115616280 |
| 2022-01-01 | 51.9281481266 |
| 2022-02-01 | 52.1552489265 |
| 2022-03-01 | 52.4582881438 |
| 2022-04-01 | 52.7913686077 |
| 2022-05-01 | 53.2168677354 |
| 2022-06-01 | 52.8736913991 |
| 2022-07-01 | 53.2190079038 |
| 2022-08-01 | 56.6832058802 |
| 2022-09-01 | 53.3856953993 |
| 2022-10-01 | 53.9728855901 |
| 2022-11-01 | 54.4237694829 |
| 2022-12-01 | 51.0594147509 |
| 2023-01-01 | 55.1681165168 |
| 2023-02-01 | 55.3141259831 |
| 2023-03-01 | 55.4279689001 |
| 2023-04-01 | 55.7952048612 |
| 2023-05-01 | 56.8877207787 |
| 2023-06-01 | 56.0754630960 |
| 2023-07-01 | 56.2925854952 |
| 2023-08-01 | 60.8237584743 |
| 2023-09-01 | 56.8755047854 |
| 2023-10-01 | 56.9751994955 |
| 2023-11-01 | 57.1219703212 |
| 2023-12-01 | 53.6946002580 |
| 2024-01-01 | 58.3441739694 |
| 2024-02-01 | 57.9277877024 |
| 2024-03-01 | 58.0919140934 |
| 2024-04-01 | 57.8104820851 |
| 2024-05-01 | 59.1169921292 |
| 2024-06-01 | 56.9490654788 |
| 2024-07-01 | 56.5629000857 |
| 2024-08-01 | 55.5412463406 |
| 2024-09-01 | 56.7597132107 |
| 2024-10-01 | 56.6361505881 |
| 2024-11-01 | 56.5373962710 |
| 2024-12-01 | 56.4151791196 |
| 2025-01-01 | 55.6259374140 |
| 2025-02-01 | 56.0827919447 |
| 2025-03-01 | 55.8409158081 |
| 2025-04-01 | 55.6292530163 |
| 2025-05-01 | 50.2441268896 |
| 2025-06-01 | 55.4212378170 |
| 2025-07-01 | 55.2411740111 |
| 2025-08-01 | 52.3181120630 |
| 2025-09-01 | 54.3623166149 |
| 2025-10-01 | 54.2415501840 |
| 2025-11-01 | 54.0131059959 |
| 2025-12-01 | 53.6066429354 |
| 2026-01-01 | 53.2872735624 |
| 2026-02-01 | 53.2224983697 |
| 2026-03-01 | 52.9490778994 |
| 2026-04-01 | 53.1203461480 |
| 2026-05-01 | 51.7601514411 |
| 2026-06-01 | 53.0499584216 |
| 2026-07-01 | 52.9892062133 |
| 2026-08-01 | 51.9574450353 |