Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Employment Services in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Professional and Business Services: Employment Services in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446056130001SA
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 2024-08-01
Last Updated 2024-09-21 6:03 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 30.645522968860696
1990-02-01 30.950369713872398
1990-03-01 31.082321139610300
1990-04-01 30.962231509301600
1990-05-01 31.256806220145800
1990-06-01 30.869447624190997
1990-07-01 33.646236801908600
1990-08-01 33.684247011799400
1990-09-01 34.326327877275700
1990-10-01 30.858789137915000
1990-11-01 30.950300530171900
1990-12-01 30.338477082562104
1991-01-01 30.106389279289605
1991-02-01 29.618044140828800
1991-03-01 29.354399595192298
1991-04-01 29.585762295723300
1991-05-01 29.561661175595496
1991-06-01 29.617059835365500
1991-07-01 30.078687910438700
1991-08-01 29.645579372229600
1991-09-01 29.356247095301104
1991-10-01 29.901462219140395
1991-11-01 29.530900178459300
1991-12-01 29.967628704748000
1992-01-01 30.132231195045600
1992-02-01 30.153396951657400
1992-03-01 30.758820599034400
1992-04-01 31.034418381732202
1992-05-01 31.147007777246800
1992-06-01 31.754463557640800
1992-07-01 30.800450135488100
1992-08-01 31.144658307919100
1992-09-01 31.229839034552803
1992-10-01 32.930282412621600
1992-11-01 32.574466930767400
1992-12-01 32.656349687625300
1993-01-01 31.572016484249602
1993-02-01 31.377066975381100
1993-03-01 30.525844844882602
1993-04-01 28.576745666340000
1993-05-01 29.281795513966000
1993-06-01 29.007925805589000
1993-07-01 28.672748523676600
1993-08-01 28.763539043296102
1993-09-01 28.828466264726500
1993-10-01 28.123297579624800
1993-11-01 28.087910577683000
1993-12-01 27.894826340451900
1994-01-01 27.349232743062000
1994-02-01 28.096542734709700
1994-03-01 29.077435226203300
1994-04-01 29.025382740330800
1994-05-01 29.277163728016400
1994-06-01 28.852266889711800
1994-07-01 29.811421482119002
1994-08-01 29.492505583676200
1994-09-01 30.194219193839500
1994-10-01 30.618630983507500
1994-11-01 31.092545492662200
1994-12-01 31.501326131980200
1995-01-01 32.805235609023000
1995-02-01 33.491901304244500
1995-03-01 33.889414314260900
1995-04-01 35.485696610787100
1995-05-01 35.771203434838500
1995-06-01 35.438970417757000
1995-07-01 35.381594825250700
1995-08-01 36.087155476479500
1995-09-01 36.234237239697100
1995-10-01 36.004981681505800
1995-11-01 36.197726065571790
1995-12-01 36.298017020844604
1996-01-01 38.530041466400300
1996-02-01 39.280515631270900
1996-03-01 40.297559207941300
1996-04-01 36.300500630766000
1996-05-01 36.400655032940705
1996-06-01 37.755198735224300
1996-07-01 37.303876505965290
1996-08-01 37.768442408743894
1996-09-01 38.075295409969705
1996-10-01 39.105609284249000
1996-11-01 39.683788834187496
1996-12-01 39.713821490361600
1997-01-01 38.947023899799000
1997-02-01 38.627722473718200
1997-03-01 37.945037844470600
1997-04-01 38.027624296795295
1997-05-01 38.703475783903606
1997-06-01 39.516404310719790
1997-07-01 40.012744591444600
1997-08-01 40.661634471522795
1997-09-01 41.325153147951795
1997-10-01 41.799544884170500
1997-11-01 42.109747741263300
1997-12-01 42.709476922536900
1998-01-01 43.974759035823100
1998-02-01 44.236025585787790
1998-03-01 44.252829745386600
1998-04-01 46.256696616047110
1998-05-01 46.399461773098494
1998-06-01 45.763541749534400
1998-07-01 46.742606879543710
1998-08-01 47.661458922948290
1998-09-01 47.329874285799000
1998-10-01 46.789228494928600
1998-11-01 46.730115935862706
1998-12-01 46.611672090016100
1999-01-01 45.912527085736100
1999-02-01 46.644654473781610
1999-03-01 47.580033117163204
1999-04-01 46.621283041891400
1999-05-01 46.578180418898000
1999-06-01 46.690460421205300
1999-07-01 48.586416424181610
1999-08-01 48.384072832215395
1999-09-01 48.767540016975204
1999-10-01 50.762053744112500
1999-11-01 51.108234570287200
1999-12-01 51.201651706189100
2000-01-01 53.143094138841704
2000-02-01 54.292188313151996
2000-03-01 54.889366148800500
2000-04-01 57.562852096423290
2000-05-01 56.583056289868100
2000-06-01 57.168495993492000
2000-07-01 56.070512312219200
2000-08-01 55.543458461680096
2000-09-01 55.830335455277100
2000-10-01 55.592038278542400
2000-11-01 55.868983547012900
2000-12-01 55.425361463581890
2001-01-01 55.467922457316206
2001-02-01 53.900506564776200
2001-03-01 53.438020567281600
2001-04-01 50.993724970015705
2001-05-01 50.945161226274300
2001-06-01 50.785112511915600
2001-07-01 50.522822387984200
2001-08-01 49.946506530080900
2001-09-01 49.796821381312600
2001-10-01 47.680215723759300
2001-11-01 47.329421656870096
2001-12-01 46.737998513316604
2002-01-01 49.628038556956900
2002-02-01 51.160753505098500
2002-03-01 52.118896416947700
2002-04-01 52.292238963573396
2002-05-01 52.940645771182794
2002-06-01 52.850531588056100
2002-07-01 52.663043096137200
2002-08-01 53.779352215702400
2002-09-01 54.722561280382800
2002-10-01 56.380673490060000
2002-11-01 54.550656746095896
2002-12-01 54.688771243453900
2003-01-01 51.326987929787100
2003-02-01 52.507747588108600
2003-03-01 52.820778028633800
2003-04-01 53.582058100219300
2003-05-01 54.273940719349500
2003-06-01 55.555770576659700
2003-07-01 57.252172813909500
2003-08-01 58.262753218268100
2003-09-01 58.195459409098400
2003-10-01 59.763113654859104
2003-11-01 61.779713865809406
2003-12-01 60.451722305398290
2004-01-01 59.279052368615890
2004-02-01 57.733087022254800
2004-03-01 58.241000882859296
2004-04-01 58.010404481113206
2004-05-01 58.372950699856300
2004-06-01 57.996192872262500
2004-07-01 57.999523998135200
2004-08-01 57.430465344944295
2004-09-01 55.740093086312200
2004-10-01 58.439239558923700
2004-11-01 59.371564198007405
2004-12-01 59.400851814455900
2005-01-01 60.456428890775390
2005-02-01 61.136209111233900
2005-03-01 61.044133791884100
2005-04-01 62.203332112700300
2005-05-01 61.608225340520896
2005-06-01 61.845290798203000
2005-07-01 60.865850887699700
2005-08-01 61.071493704022400
2005-09-01 60.514022399179105
2005-10-01 58.998702572748100
2005-11-01 57.582586701042500
2005-12-01 58.322471734271204
2006-01-01 63.031448052412500
2006-02-01 63.846185099675890
2006-03-01 64.951041921484200
2006-04-01 63.566838533776000
2006-05-01 63.601103906844600
2006-06-01 63.868692675647200
2006-07-01 63.973769171692700
2006-08-01 63.497631753906710
2006-09-01 63.429546193031600
2006-10-01 63.960665054133210
2006-11-01 62.227376132473710
2006-12-01 61.170089597162196
2007-01-01 60.575887189136104
2007-02-01 60.381449186187105
2007-03-01 60.388702727658500
2007-04-01 57.520461938139400
2007-05-01 57.210694221800790
2007-06-01 56.621629879849610
2007-07-01 56.645186700131205
2007-08-01 56.052143569627894
2007-09-01 57.051853556128400
2007-10-01 56.460147644014100
2007-11-01 57.162812210543800
2007-12-01 57.227522269411494
2008-01-01 57.139458446665710
2008-02-01 56.392494353635400
2008-03-01 56.108966771454700
2008-04-01 55.307668114576906
2008-05-01 54.147290642247200
2008-06-01 53.268153294902700
2008-07-01 52.923627093109800
2008-08-01 52.364890038088205
2008-09-01 50.452906733501210
2008-10-01 48.806766796535900
2008-11-01 46.717143918845395
2008-12-01 45.101662167363700
2009-01-01 44.773620051159300
2009-02-01 43.545212922076800
2009-03-01 42.783842999498795
2009-04-01 42.350042568554100
2009-05-01 41.966322181163996
2009-06-01 41.646846499831206
2009-07-01 41.019622868812206
2009-08-01 41.128109624276290
2009-09-01 40.547488469792600
2009-10-01 42.491234453006800
2009-11-01 43.074942454124100
2009-12-01 43.708529741095400
2010-01-01 43.861686839332800
2010-02-01 44.120574557074000
2010-03-01 44.402835627908200
2010-04-01 45.982772333089800
2010-05-01 47.213039054878300
2010-06-01 47.347061870275795
2010-07-01 47.226302334231210
2010-08-01 47.441324251785400
2010-09-01 46.889786534929800
2010-10-01 50.298303798576800
2010-11-01 49.283515544705494
2010-12-01 49.249711778916904
2011-01-01 48.807066957680400
2011-02-01 49.062212076900100
2011-03-01 48.451835019746400
2011-04-01 47.900665597632596
2011-05-01 48.120226734998000
2011-06-01 48.448656386056000
2011-07-01 49.723499168056605
2011-08-01 49.746579653019890
2011-09-01 49.622745995639600
2011-10-01 49.755686393139000
2011-11-01 50.080362955688706
2011-12-01 51.214972064210606
2012-01-01 51.079253351842300
2012-02-01 51.959419819577896
2012-03-01 53.274774452022400
2012-04-01 54.119228108320900
2012-05-01 54.823682524524706
2012-06-01 55.187908471882295
2012-07-01 55.195003618662700
2012-08-01 54.983225383077710
2012-09-01 55.474571405040600
2012-10-01 56.237818107130300
2012-11-01 56.131991998576710
2012-12-01 55.892015519954604
2013-01-01 55.473020699798500
2013-02-01 56.077451739886800
2013-03-01 55.645996201401000
2013-04-01 56.098689899454605
2013-05-01 56.280634122500400
2013-06-01 55.972817932522794
2013-07-01 54.118277532116394
2013-08-01 55.358222526616100
2013-09-01 54.514857477800000
2013-10-01 52.719010613798200
2013-11-01 53.632063530562400
2013-12-01 52.042852422319605
2014-01-01 52.913854600560210
2014-02-01 52.734417902385395
2014-03-01 53.701649415506000
2014-04-01 55.055790879068006
2014-05-01 55.380313613584500
2014-06-01 55.362540488150100
2014-07-01 55.411657807711290
2014-08-01 55.113310933749500
2014-09-01 56.345739661240100
2014-10-01 56.927267027893706
2014-11-01 57.166890340560506
2014-12-01 58.225055465383400
2015-01-01 58.041892074425110
2015-02-01 57.237939720047210
2015-03-01 57.579699453201506
2015-04-01 56.933110115041100
2015-05-01 56.575315286693300
2015-06-01 56.882560752033300
2015-07-01 58.503261638618300
2015-08-01 58.499967192378904
2015-09-01 58.525576344837894
2015-10-01 58.398773952332604
2015-11-01 58.037520633671800
2015-12-01 58.524611467821600
2016-01-01 60.234072056088800
2016-02-01 59.726125548738500
2016-03-01 59.287038709099600
2016-04-01 58.967303912400396
2016-05-01 59.239765858029000
2016-06-01 59.619303503389304
2016-07-01 59.624312213435200
2016-08-01 58.885694023907900
2016-09-01 61.591747760974904
2016-10-01 63.911088865368300
2016-11-01 67.126181573505790
2016-12-01 67.331081236309500
2017-01-01 61.813827953499796
2017-02-01 62.292873356553900
2017-03-01 63.156592126082295
2017-04-01 61.777491823989490
2017-05-01 65.155503749316710
2017-06-01 65.835475162267400
2017-07-01 66.594350805231100
2017-08-01 68.758572392011100
2017-09-01 71.542169508118700
2017-10-01 69.068886627959300
2017-11-01 69.371737481381500
2017-12-01 69.988048960519800
2018-01-01 70.504433279537200
2018-02-01 71.452762525995600
2018-03-01 73.335870851748100
2018-04-01 71.984777004907290
2018-05-01 72.331964444512100
2018-06-01 72.983000428102090
2018-07-01 74.306343369587600
2018-08-01 74.622123351932000
2018-09-01 73.977042728713700
2018-10-01 73.366538770122590
2018-11-01 74.146227731151910
2018-12-01 74.861686473579000
2019-01-01 75.740180408824500
2019-02-01 76.728821514325590
2019-03-01 77.271704762492700
2019-04-01 80.106397007485580
2019-05-01 80.921803515810300
2019-06-01 80.973651641697600
2019-07-01 79.802798000873300
2019-08-01 79.144513704764700
2019-09-01 79.965810727445590
2019-10-01 79.287774406676900
2019-11-01 78.880419713486300
2019-12-01 76.433929612601090
2020-01-01 79.061529639792080
2020-02-01 76.058239954401500
2020-03-01 74.667035969867710
2020-04-01 59.365119381534100
2020-05-01 61.916175026414000
2020-06-01 64.292334554436700
2020-07-01 67.777156570378100
2020-08-01 69.370477694390700
2020-09-01 70.563784116759900
2020-10-01 72.066983149631300
2020-11-01 74.273721083955410
2020-12-01 75.198551918002210
2021-01-01 78.906847948611200
2021-02-01 80.239159479242700
2021-03-01 81.743171986861100
2021-04-01 77.405617220427700
2021-05-01 75.943993435090000
2021-06-01 73.739997980526000
2021-07-01 74.532995469325100
2021-08-01 74.217200795811900
2021-09-01 73.403715113577900
2021-10-01 76.307313083471910
2021-11-01 76.215262462873300
2021-12-01 76.910091643851400
2022-01-01 75.238787195921290
2022-02-01 76.369405934402900
2022-03-01 76.784154416778400
2022-04-01 77.917969016147600
2022-05-01 78.201246603349590
2022-06-01 77.096612445773900
2022-07-01 76.541759784422800
2022-08-01 75.532357741730210
2022-09-01 75.367021978647910
2022-10-01 73.847860602560600
2022-11-01 72.858421150618100
2022-12-01 72.257905596037700
2023-01-01 69.628438587272200
2023-02-01 67.277187292322900
2023-03-01 64.741573301893700
2023-04-01 66.484652282706290
2023-05-01 65.432878961483500
2023-06-01 65.263136866141010
2023-07-01 63.392546952055994
2023-08-01 63.204150950981800
2023-09-01 63.151453984414790
2023-10-01 62.298132522226710
2023-11-01 61.283788160185395
2023-12-01 61.766158913458400
2024-01-01 62.430987104287006
2024-02-01 62.704292551912900
2024-03-01 63.403527506579100
2024-04-01 62.374765579060000
2024-05-01 63.008221438090400
2024-06-01 62.690855571036610
2024-07-01 62.843677866820000
2024-08-01 62.754969461149905

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