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 2025-04-01
Last Updated 2025-05-22 5:16 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 30.645648934867000
1990-02-01 30.950409680241105
1990-03-01 31.082288892627396
1990-04-01 30.962196063030300
1990-05-01 31.256683189749600
1990-06-01 30.869299707340197
1990-07-01 33.646500448958000
1990-08-01 33.683814132637000
1990-09-01 34.325757853806300
1990-10-01 30.859271910881900
1990-11-01 30.950549818489600
1990-12-01 30.338561289788900
1991-01-01 30.106520325421900
1991-02-01 29.618083152194500
1991-03-01 29.354280333221897
1991-04-01 29.585755827674603
1991-05-01 29.561570405678100
1991-06-01 29.616942778981300
1991-07-01 30.078904145322200
1991-08-01 29.645254055711302
1991-09-01 29.355829114070800
1991-10-01 29.901883795883002
1991-11-01 29.531107111399603
1991-12-01 29.967687003765400
1992-01-01 30.132342856404700
1992-02-01 30.153411805504300
1992-03-01 30.758580367386000
1992-04-01 31.034464829950700
1992-05-01 31.146971859112700
1992-06-01 31.754389711380700
1992-07-01 30.800611441649800
1992-08-01 31.144447117156897
1992-09-01 31.229579180393100
1992-10-01 32.930610395317700
1992-11-01 32.574611903465600
1992-12-01 32.656371881312500
1993-01-01 31.572094626091400
1993-02-01 31.377015778266202
1993-03-01 30.525429614222700
1993-04-01 28.576917480863400
1993-05-01 29.281866805700500
1993-06-01 29.007871446844202
1993-07-01 28.672885958657900
1993-08-01 28.763466453411898
1993-09-01 28.828370317264902
1993-10-01 28.123472136986800
1993-11-01 28.087963036173100
1993-12-01 27.894798336721500
1994-01-01 27.349236334829100
1994-02-01 28.096418299073700
1994-03-01 29.076942740984503
1994-04-01 29.025671283248702
1994-05-01 29.277333349271398
1994-06-01 28.852231871065303
1994-07-01 29.811548891457200
1994-08-01 29.492544497217803
1994-09-01 30.194248002077998
1994-10-01 30.618707640770303
1994-11-01 31.092531915016900
1994-12-01 31.501256153526302
1995-01-01 32.805183000144600
1995-02-01 33.491693392320800
1995-03-01 33.888724652819400
1995-04-01 35.486169353518100
1995-05-01 35.771512295541000
1995-06-01 35.438936942466300
1995-07-01 35.381773476817500
1995-08-01 36.087256037661100
1995-09-01 36.234291739356400
1995-10-01 36.005026047943396
1995-11-01 36.197684497623900
1995-12-01 36.297920107688400
1996-01-01 38.529923879284794
1996-02-01 39.280262859101896
1996-03-01 40.296736091211400
1996-04-01 36.300984205629504
1996-05-01 36.400996630243796
1996-06-01 37.755199040693400
1996-07-01 37.304049910757200
1996-08-01 37.768561934105800
1996-09-01 38.075359421132205
1996-10-01 39.105619223596100
1996-11-01 39.683742865312300
1996-12-01 39.713741140121300
1997-01-01 38.946899128005210
1997-02-01 38.627503648049400
1997-03-01 37.944281798938000
1997-04-01 38.028092365601900
1997-05-01 38.703819450397795
1997-06-01 39.516406705081800
1997-07-01 40.012922902613700
1997-08-01 40.661746460355296
1997-09-01 41.325201173539000
1997-10-01 41.799544103122900
1997-11-01 42.109715911212795
1997-12-01 42.709415506070000
1998-01-01 43.974639448762800
1998-02-01 44.235855272473710
1998-03-01 44.252121930330404
1998-04-01 46.257093856202600
1998-05-01 46.399754001263800
1998-06-01 45.763581101690995
1998-07-01 46.742773604078295
1998-08-01 47.661551592361710
1998-09-01 47.329918249089790
1998-10-01 46.789228346757795
1998-11-01 46.730096695734794
1998-12-01 46.611628053060500
1999-01-01 45.912464574226505
1999-02-01 46.644578657143704
1999-03-01 47.579426182881406
1999-04-01 46.621526304887700
1999-05-01 46.578354359095300
1999-06-01 46.690528028868100
1999-07-01 48.586534349509500
1999-08-01 48.384132843713395
1999-09-01 48.767578085027700
1999-10-01 50.762052578582300
1999-11-01 51.108227037172500
1999-12-01 51.201620840825010
2000-01-01 53.143073130677500
2000-02-01 54.292189883823100
2000-03-01 54.888890111287900
2000-04-01 57.562981561080400
2000-05-01 56.583139798105094
2000-06-01 57.168595687393000
2000-07-01 56.070587294052200
2000-08-01 55.543494865551200
2000-09-01 55.830381112997500
2000-10-01 55.592039278761504
2000-11-01 55.868981207163800
2000-12-01 55.425344660458500
2001-01-01 55.467923456723500
2001-02-01 53.900513449303500
2001-03-01 53.437730543757404
2001-04-01 50.993800504596700
2001-05-01 50.945191575399400
2001-06-01 50.785154468760700
2001-07-01 50.522862352675300
2001-08-01 49.946527377221095
2001-09-01 49.796854318531196
2001-10-01 47.680212034611700
2001-11-01 47.329420956660800
2001-12-01 46.737987923648300
2002-01-01 49.628036468848400
2002-02-01 51.160746658155300
2002-03-01 52.118778273312905
2002-04-01 52.292278683287400
2002-05-01 52.940652379886600
2002-06-01 52.850545920893296
2002-07-01 52.663065028666495
2002-08-01 53.779362702015700
2002-09-01 54.722590376730900
2002-10-01 56.380666574741200
2002-11-01 54.550654934901800
2002-12-01 54.688759379194600
2003-01-01 51.326979756015900
2003-02-01 52.507730516511000
2003-03-01 52.820761601919610
2003-04-01 53.582071821122600
2003-05-01 54.273938514305900
2003-06-01 55.555776698977300
2003-07-01 57.252180245111400
2003-08-01 58.262755693717900
2003-09-01 58.195478306704200
2003-10-01 59.763108777831796
2003-11-01 61.779711043162500
2003-12-01 60.451713050800706
2004-01-01 59.279047946880700
2004-02-01 57.733078684239700
2004-03-01 58.240999665807600
2004-04-01 58.010411455666290
2004-05-01 58.372950552185790
2004-06-01 57.996193493803700
2004-07-01 57.999524387624000
2004-08-01 57.430465049732895
2004-09-01 55.740102838530700
2004-10-01 58.439238648740100
2004-11-01 59.371564900495300
2004-12-01 59.400847719713710
2005-01-01 60.456428316919790
2005-02-01 61.136202365737300
2005-03-01 61.044136596659100
2005-04-01 62.203330769281700
2005-05-01 61.608222238560200
2005-06-01 61.845287739874000
2005-07-01 60.865850242493494
2005-08-01 61.071496278480900
2005-09-01 60.514027706578800
2005-10-01 58.998705784895705
2005-11-01 57.582589469702100
2005-12-01 58.322471850458705
2006-01-01 63.031451970636100
2006-02-01 63.846184085831005
2006-03-01 64.951051000159000
2006-04-01 63.566836376966600
2006-05-01 63.601091937077100
2006-06-01 63.868673096141000
2006-07-01 63.973749501257000
2006-08-01 63.497619087273100
2006-09-01 63.429578857172790
2006-10-01 63.960669420866600
2006-11-01 62.227381600741700
2006-12-01 61.170098062094710
2007-01-01 60.575906183944795
2007-02-01 60.381472718738610
2007-03-01 60.388704893621394
2007-04-01 57.520484202998200
2007-05-01 57.210649240779894
2007-06-01 56.621579161983604
2007-07-01 56.645122299441496
2007-08-01 56.052097351125710
2007-09-01 57.051948949585400
2007-10-01 56.460177667878000
2007-11-01 57.162855677677000
2007-12-01 57.227551539798500
2008-01-01 57.139490530591790
2008-02-01 56.392516027758290
2008-03-01 56.108886980343506
2008-04-01 55.307621065058700
2008-05-01 54.147206239345100
2008-06-01 53.268213624574700
2008-07-01 52.923293575054394
2008-08-01 52.365090131691890
2008-09-01 50.453220943844500
2008-10-01 48.806840840317400
2008-11-01 46.717135038859990
2008-12-01 45.101588849423706
2009-01-01 44.773547870153600
2009-02-01 43.545148953757400
2009-03-01 42.783688461954400
2009-04-01 42.349921557239796
2009-05-01 41.966211340198704
2009-06-01 41.647042158926894
2009-07-01 41.019315324443300
2009-08-01 41.128671859307396
2009-09-01 40.548041946774600
2009-10-01 42.491327169186505
2009-11-01 43.074766069516000
2009-12-01 43.708221574727000
2010-01-01 43.861144418116290
2010-02-01 44.120384543558906
2010-03-01 44.402581557580206
2010-04-01 45.982689306423290
2010-05-01 47.212896512377995
2010-06-01 47.347046733292000
2010-07-01 47.225576863063900
2010-08-01 47.445100201306296
2010-09-01 46.889994023430500
2010-10-01 50.297784881716600
2010-11-01 49.283063009594600
2010-12-01 49.248250752978500
2011-01-01 48.805921032636390
2011-02-01 49.061631430227790
2011-03-01 48.450964139886395
2011-04-01 47.902881522513600
2011-05-01 48.119420661524200
2011-06-01 48.448091146959500
2011-07-01 49.722829525136206
2011-08-01 49.753905228296600
2011-09-01 49.622328823642206
2011-10-01 49.754221136915000
2011-11-01 50.079253786562500
2011-12-01 51.211946276140004
2012-01-01 51.077462215821000
2012-02-01 51.958711059539400
2012-03-01 53.273651107195796
2012-04-01 54.124669449184600
2012-05-01 54.822186708588500
2012-06-01 55.186663512308500
2012-07-01 55.194466624428610
2012-08-01 54.994948661249296
2012-09-01 55.472934399147300
2012-10-01 56.234772934516000
2012-11-01 56.129750742344704
2012-12-01 55.886602100343396
2013-01-01 55.468045891696995
2013-02-01 56.081682604262504
2013-03-01 55.643928141929800
2013-04-01 56.107110560634794
2013-05-01 56.278648955372700
2013-06-01 55.971075067745800
2013-07-01 54.117404026471704
2013-08-01 55.373453674224100
2013-09-01 54.511753452386706
2013-10-01 52.714733781438400
2013-11-01 53.627984597860300
2013-12-01 52.035828705594400
2014-01-01 52.907394940126295
2014-02-01 52.743697189602300
2014-03-01 53.699242077475100
2014-04-01 55.066486725980994
2014-05-01 55.378062213126704
2014-06-01 55.360178784618400
2014-07-01 55.410211177597500
2014-08-01 55.131825935238500
2014-09-01 56.340184108522210
2014-10-01 56.921546810833206
2014-11-01 57.160592105464495
2014-12-01 58.214683308646300
2015-01-01 58.032985112328700
2015-02-01 57.253840713626100
2015-03-01 57.575066859230700
2015-04-01 56.947503566802204
2015-05-01 56.573537772002204
2015-06-01 56.880469249584100
2015-07-01 58.501729810515700
2015-08-01 58.520503060669700
2015-09-01 58.519377232561500
2015-10-01 58.393137822106800
2015-11-01 58.029213499515200
2015-12-01 58.511374166507395
2016-01-01 60.222585410825300
2016-02-01 59.739877721951100
2016-03-01 59.283553871299600
2016-04-01 58.983545131722096
2016-05-01 59.241990823443200
2016-06-01 59.621406249008890
2016-07-01 59.625381157018204
2016-08-01 58.904066374367300
2016-09-01 61.586432521112200
2016-10-01 63.907208143212800
2016-11-01 67.116818368610110
2016-12-01 67.310532487137100
2017-01-01 61.794363330140705
2017-02-01 62.296447768629896
2017-03-01 63.142039347349500
2017-04-01 61.809202418227500
2017-05-01 65.167641417251400
2017-06-01 65.847680423792600
2017-07-01 66.601675972456600
2017-08-01 68.778821070082290
2017-09-01 71.538412767342410
2017-10-01 69.065849721735700
2017-11-01 69.361520021446300
2017-12-01 69.957116769805100
2018-01-01 70.469545673580500
2018-02-01 71.422920123174490
2018-03-01 73.308947116136710
2018-04-01 72.042483251671200
2018-05-01 72.348147693571500
2018-06-01 73.079765929047300
2018-07-01 74.310406740840900
2018-08-01 74.635708607014210
2018-09-01 73.918501822130210
2018-10-01 73.408633846851500
2018-11-01 74.119936329567210
2018-12-01 74.799229336762100
2019-01-01 75.677240560906410
2019-02-01 76.658775751135510
2019-03-01 77.237699219490990
2019-04-01 80.221113853104600
2019-05-01 80.975780445335800
2019-06-01 81.193230953586410
2019-07-01 79.799959726838210
2019-08-01 79.131221439719100
2019-09-01 79.824534790286100
2019-10-01 79.371006100574000
2019-11-01 78.833855852786600
2019-12-01 76.306583627674700
2020-01-01 78.962390326006500
2020-02-01 75.937334472953710
2020-03-01 74.638523424648510
2020-04-01 59.518824985083704
2020-05-01 62.040309579525605
2020-06-01 64.638326763069700
2020-07-01 67.701276220248500
2020-08-01 69.276281560792700
2020-09-01 70.314684520654200
2020-10-01 72.219165080594510
2020-11-01 74.203889347921400
2020-12-01 74.963815940306700
2021-01-01 78.790195956183000
2021-02-01 80.055777849589300
2021-03-01 81.711609098980700
2021-04-01 77.754239954868300
2021-05-01 76.298808282748000
2021-06-01 74.319610260951500
2021-07-01 74.350119566268500
2021-08-01 73.989790832553100
2021-09-01 72.967487608781080
2021-10-01 76.511747822418300
2021-11-01 76.167424863205600
2021-12-01 76.558082717666900
2022-01-01 75.098143444304710
2022-02-01 76.138227054044400
2022-03-01 76.727769357429200
2022-04-01 78.455549244754100
2022-05-01 78.820844978035800
2022-06-01 77.931418428062200
2022-07-01 76.223761777681090
2022-08-01 75.127373756849300
2022-09-01 74.693752645856800
2022-10-01 74.118220314302400
2022-11-01 72.842965785139910
2022-12-01 71.862907988878790
2023-01-01 69.464834944994500
2023-02-01 67.034016400046100
2023-03-01 64.661994139426100
2023-04-01 65.559149605797600
2023-05-01 64.323597135398400
2023-06-01 63.905163235083800
2023-07-01 63.165615618907204
2023-08-01 62.539536513390000
2023-09-01 61.849217598282300
2023-10-01 60.224317591852795
2023-11-01 59.211800896202895
2023-12-01 59.369241185216396
2024-01-01 58.962200372604900
2024-02-01 59.112614921726000
2024-03-01 59.264826890778710
2024-04-01 58.245405253668200
2024-05-01 58.551522198421495
2024-06-01 58.601128827428400
2024-07-01 58.835532358301000
2024-08-01 59.022742839722500
2024-09-01 59.288920126364005
2024-10-01 58.831954559430600
2024-11-01 58.778820279493000
2024-12-01 59.068301311641704
2025-01-01 59.708118816439400
2025-02-01 59.697309869698710
2025-03-01 59.890652580704206
2025-04-01 59.362171436155210

Back to Top