Federal Reserve Economic Data

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 2024-10-01
Last Updated 2024-11-20 6:54 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
1994-01-01 36.400625019054200
1994-02-01 36.761862525847000
1994-03-01 37.076095160900200
1994-04-01 36.326872033941704
1994-05-01 34.674850428032200
1994-06-01 38.035725974277300
1994-07-01 39.855175571947000
1994-08-01 39.863817881582000
1994-09-01 38.547267385428704
1994-10-01 38.402814446685000
1994-11-01 38.895594354041600
1994-12-01 38.001033396496396
1995-01-01 37.676796110412795
1995-02-01 36.892579518118204
1995-03-01 37.258371302738794
1995-04-01 37.440291573229295
1995-05-01 37.800627404019000
1995-06-01 37.347830529792400
1995-07-01 38.789034348642800
1995-08-01 36.849173730412296
1995-09-01 38.108046808187300
1995-10-01 36.903599423933800
1995-11-01 36.788526069724796
1995-12-01 36.759245535689800
1996-01-01 37.117839974996600
1996-02-01 38.017272534891895
1996-03-01 37.249525913035500
1996-04-01 31.881394072895304
1996-05-01 33.029467178113900
1996-06-01 36.739884170340300
1996-07-01 38.692701086464710
1996-08-01 39.055237131270790
1996-09-01 37.958894645071300
1996-10-01 38.108321873636704
1996-11-01 36.822674331892200
1996-12-01 38.358128416214400
1997-01-01 38.083072712122600
1997-02-01 37.744575761180500
1997-03-01 37.797217956662800
1997-04-01 38.660024790903400
1997-05-01 40.251837346628605
1997-06-01 40.012924362223295
1997-07-01 34.758688841417200
1997-08-01 37.770705468068100
1997-09-01 38.198753865567700
1997-10-01 38.807877889415200
1997-11-01 39.598770332747000
1997-12-01 39.873618630064200
1998-01-01 39.900456012852800
1998-02-01 39.601567665964495
1998-03-01 40.136916705643294
1998-04-01 39.687854215632210
1998-05-01 39.143352108047000
1998-06-01 39.464492853120500
1998-07-01 36.649852317400700
1998-08-01 39.574034822801900
1998-09-01 39.329340497005000
1998-10-01 40.810363135000294
1998-11-01 41.249665527436400
1998-12-01 41.146798009767710
1999-01-01 41.220205709644105
1999-02-01 41.657126729938504
1999-03-01 41.616695569198400
1999-04-01 41.904847830072800
1999-05-01 40.134827080604500
1999-06-01 42.271728858322700
1999-07-01 40.097809214102300
1999-08-01 43.098559596851800
1999-09-01 43.232653528909800
1999-10-01 43.648606778700300
1999-11-01 43.959610656696300
1999-12-01 43.226164941958500
2000-01-01 44.038605395137500
2000-02-01 44.466036081994105
2000-03-01 44.917903461465706
2000-04-01 44.915947390311004
2000-05-01 45.419025218536994
2000-06-01 45.068352456789290
2000-07-01 45.970576718691100
2000-08-01 45.292949020300206
2000-09-01 47.136642797471800
2000-10-01 45.355806081406705
2000-11-01 44.942631924447300
2000-12-01 45.505966499131700
2001-01-01 45.657408618621800
2001-02-01 45.389614761478995
2001-03-01 45.153281042453700
2001-04-01 45.290615651444796
2001-05-01 45.117804759863500
2001-06-01 45.832881498692800
2001-07-01 45.193014210984200
2001-08-01 45.661447459791100
2001-09-01 47.132132424738500
2001-10-01 45.578436628110700
2001-11-01 46.145832339618100
2001-12-01 45.033458083685800
2002-01-01 46.041937144800500
2002-02-01 45.982700489104296
2002-03-01 46.059542377964200
2002-04-01 46.435998721506000
2002-05-01 46.523647737491210
2002-06-01 46.281783064167500
2002-07-01 48.145084340080096
2002-08-01 45.348184234523900
2002-09-01 44.862819507211290
2002-10-01 44.695462288002500
2002-11-01 44.727547325019295
2002-12-01 44.920792838593904
2003-01-01 44.682480529107890
2003-02-01 44.826270551685400
2003-03-01 44.938470972067800
2003-04-01 44.871909457507200
2003-05-01 45.130620437635300
2003-06-01 44.902499295714100
2003-07-01 44.892961343610004
2003-08-01 44.952350909935205
2003-09-01 44.742207338699210
2003-10-01 44.798945100544610
2003-11-01 44.234931136911500
2003-12-01 44.888168454081200
2004-01-01 44.568141457771100
2004-02-01 44.833970307560605
2004-03-01 45.178116400651000
2004-04-01 45.329709652816000
2004-05-01 45.239953978573000
2004-06-01 45.695887783297800
2004-07-01 45.318644868205396
2004-08-01 44.834947158608500
2004-09-01 45.903311324301900
2004-10-01 46.897533690133900
2004-11-01 46.291984848673710
2004-12-01 47.312021101104100
2005-01-01 43.584384301377405
2005-02-01 44.570109367676295
2005-03-01 43.730437823032894
2005-04-01 43.496320938879300
2005-05-01 43.606084131559200
2005-06-01 44.572277162258700
2005-07-01 45.962575265993300
2005-08-01 44.600678051858700
2005-09-01 42.865723617302400
2005-10-01 42.267885231540300
2005-11-01 42.539367215300500
2005-12-01 42.394230725541206
2006-01-01 42.247248003926700
2006-02-01 42.646831877144300
2006-03-01 43.256193833786200
2006-04-01 43.150768777577300
2006-05-01 43.505878722215700
2006-06-01 41.656842431319900
2006-07-01 43.539559791795995
2006-08-01 43.239830811947100
2006-09-01 43.814711286635800
2006-10-01 43.671954930879500
2006-11-01 43.616394588520900
2006-12-01 40.301485126294200
2007-01-01 43.284663465428710
2007-02-01 43.659131481412100
2007-03-01 44.349327605575200
2007-04-01 43.766150707830704
2007-05-01 43.259184329030504
2007-06-01 41.986757565249000
2007-07-01 46.958732756640500
2007-08-01 44.545235936271894
2007-09-01 45.892670125476800
2007-10-01 46.110689916052500
2007-11-01 46.262134185908790
2007-12-01 46.456362790883800
2008-01-01 46.923015901966600
2008-02-01 47.363551709452000
2008-03-01 47.059241675422790
2008-04-01 48.485103572474200
2008-05-01 49.338440560445000
2008-06-01 49.292174276838600
2008-07-01 45.902031441152495
2008-08-01 49.913179120427890
2008-09-01 46.935085985229210
2008-10-01 46.342291036317900
2008-11-01 46.215585873847700
2008-12-01 46.051997047454300
2009-01-01 45.171861629033394
2009-02-01 44.659963403432800
2009-03-01 44.804080299865000
2009-04-01 44.026632906780500
2009-05-01 43.052975475165100
2009-06-01 43.886630250875210
2009-07-01 44.580048665669790
2009-08-01 44.328495018889704
2009-09-01 43.837168697891100
2009-10-01 43.415484968904900
2009-11-01 43.437916769939896
2009-12-01 43.223205705074500
2010-01-01 43.752332959790294
2010-02-01 43.969221096376295
2010-03-01 43.159782780970495
2010-04-01 43.528067179214000
2010-05-01 45.072711320938500
2010-06-01 43.828949100170895
2010-07-01 44.188095030374605
2010-08-01 45.666177640019400
2010-09-01 44.996165968400100
2010-10-01 45.132833453377100
2010-11-01 45.137944629027004
2010-12-01 45.543023696526300
2011-01-01 45.112285918947805
2011-02-01 45.110466641834900
2011-03-01 45.250716486412000
2011-04-01 45.415476620844295
2011-05-01 46.076019961233500
2011-06-01 43.841775992836105
2011-07-01 45.214927717766100
2011-08-01 46.532629360115100
2011-09-01 44.959667785622210
2011-10-01 46.097372774461100
2011-11-01 45.663320691670290
2011-12-01 42.299595105742000
2012-01-01 45.265514068239100
2012-02-01 44.764313694887110
2012-03-01 45.331930846195796
2012-04-01 44.987350613042710
2012-05-01 44.910128619216394
2012-06-01 45.253710185308800
2012-07-01 45.466432927556000
2012-08-01 46.390047335206496
2012-09-01 46.234914991731500
2012-10-01 45.500412529047100
2012-11-01 45.652364298534200
2012-12-01 46.555711596518094
2013-01-01 46.348804973630510
2013-02-01 45.697634597745600
2013-03-01 45.352762009685200
2013-04-01 45.676665174698110
2013-05-01 47.819794558041800
2013-06-01 45.935869221265900
2013-07-01 45.961038699802195
2013-08-01 44.643710435506000
2013-09-01 46.499993154157100
2013-10-01 46.580753072010204
2013-11-01 46.726747248610100
2013-12-01 46.363844844597000
2014-01-01 46.125856546130000
2014-02-01 46.483368172028290
2014-03-01 46.283893555798210
2014-04-01 46.496545021857900
2014-05-01 44.282566659547996
2014-06-01 47.005796722421890
2014-07-01 47.400487574494704
2014-08-01 46.766785263425290
2014-09-01 47.831144747208210
2014-10-01 48.005099101542300
2014-11-01 48.228140983887300
2014-12-01 47.910682800294800
2015-01-01 48.451026238043300
2015-02-01 48.317820893883490
2015-03-01 48.432276817148505
2015-04-01 48.204674024652604
2015-05-01 45.782001760176110
2015-06-01 48.320243640859900
2015-07-01 48.638753698563995
2015-08-01 48.013774872221404
2015-09-01 48.227966622291000
2015-10-01 48.724708293427200
2015-11-01 48.814669812129296
2015-12-01 48.647003155354795
2016-01-01 48.658366774353700
2016-02-01 48.808951376898300
2016-03-01 49.120365983486000
2016-04-01 49.304195664573500
2016-05-01 47.287807697814600
2016-06-01 49.176358977963800
2016-07-01 48.751144267130200
2016-08-01 47.846805304227104
2016-09-01 49.739491775343500
2016-10-01 49.957550106404200
2016-11-01 50.014696938585104
2016-12-01 50.482708463018795
2017-01-01 50.036792427499290
2017-02-01 50.067122556295395
2017-03-01 49.990543915866496
2017-04-01 50.510910287266290
2017-05-01 48.307161079447100
2017-06-01 50.313820768118500
2017-07-01 50.838513243252200
2017-08-01 46.530139820177205
2017-09-01 50.872718274881800
2017-10-01 51.214452422429300
2017-11-01 51.344259384083000
2017-12-01 51.175202826485990
2018-01-01 51.442109984536800
2018-02-01 52.157654110197896
2018-03-01 52.681579511685000
2018-04-01 52.916611455631106
2018-05-01 52.873959831469900
2018-06-01 52.639761496347000
2018-07-01 52.592148500925205
2018-08-01 50.125103731479300
2018-09-01 53.186759636014610
2018-10-01 53.017372413435900
2018-11-01 53.036988054426200
2018-12-01 53.049542329493000
2019-01-01 53.496316330590400
2019-02-01 53.789097740653894
2019-03-01 54.184458538112710
2019-04-01 53.830936945770596
2019-05-01 53.257707677697200
2019-06-01 53.915126064650600
2019-07-01 54.138421207451294
2019-08-01 59.795389591024200
2019-09-01 54.749179275518294
2019-10-01 54.907502361735000
2019-11-01 55.367732804812896
2019-12-01 57.749207442538700
2020-01-01 49.429684060061206
2020-02-01 55.215006894588800
2020-03-01 54.044705350977600
2020-04-01 53.638353073488900
2020-05-01 55.316955184012200
2020-06-01 52.104378742821595
2020-07-01 52.333568699158790
2020-08-01 55.936191648408496
2020-09-01 49.227923048696900
2020-10-01 48.972893338317500
2020-11-01 48.727471701743795
2020-12-01 49.945438675043500
2021-01-01 49.794238665464000
2021-02-01 49.305603139974096
2021-03-01 50.078612744524100
2021-04-01 50.247295173664895
2021-05-01 50.006630915967904
2021-06-01 51.640910111473104
2021-07-01 51.692489179371500
2021-08-01 53.591132993929400
2021-09-01 51.254695930756206
2021-10-01 51.459946087864890
2021-11-01 51.794686493073600
2021-12-01 53.970023304045500
2022-01-01 52.026959982002400
2022-02-01 52.307057898309600
2022-03-01 52.679501895167600
2022-04-01 53.026238646869100
2022-05-01 53.186691022444805
2022-06-01 52.971393219122400
2022-07-01 53.317637755676300
2022-08-01 53.938985250860995
2022-09-01 53.659081687189600
2022-10-01 54.284364873144600
2022-11-01 54.626786652419206
2022-12-01 52.280994312604600
2023-01-01 55.138976366536596
2023-02-01 55.540634220133600
2023-03-01 55.721812381124800
2023-04-01 56.162373002456210
2023-05-01 56.412935843361794
2023-06-01 56.381002647397295
2023-07-01 56.677062842144200
2023-08-01 57.239084964953605
2023-09-01 57.334201338925500
2023-10-01 57.590110048150390
2023-11-01 57.470582458702495
2023-12-01 54.983217588358300
2024-01-01 57.916212539470300
2024-02-01 58.041597549277400
2024-03-01 58.164983938805290
2024-04-01 58.142358008136700
2024-05-01 58.551267868993800
2024-06-01 57.982890930521200
2024-07-01 57.768670672093110
2024-08-01 51.595560316181405
2024-09-01 57.231380404924710
2024-10-01 57.038505535024500

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