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

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

Title All Employees: Professional and Business Services: Administrative and Support Services in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446056100001SA
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 2024-05-01
Last Updated 2024-06-26 5:45 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 72.37545866741040
1990-02-01 74.32799286299479
1990-03-01 75.18418319213491
1990-04-01 75.73233909878070
1990-05-01 76.20238244881920
1990-06-01 75.77344505895779
1990-07-01 76.37317397439179
1990-08-01 76.92327296499540
1990-09-01 76.59675392438929
1990-10-01 75.90475835718060
1990-11-01 75.72158323284590
1990-12-01 75.43017284868030
1991-01-01 75.62078260579740
1991-02-01 74.73856226299509
1991-03-01 73.20357150480090
1991-04-01 72.80582808671299
1991-05-01 72.34121852100680
1991-06-01 72.65451338753240
1991-07-01 72.88212693514470
1991-08-01 72.22558938699430
1991-09-01 72.19916136348310
1991-10-01 73.17597232167229
1991-11-01 72.75313871949370
1991-12-01 72.87075520903880
1992-01-01 72.35577385181941
1992-02-01 72.30336790739860
1992-03-01 74.10700147719491
1992-04-01 74.38244076727150
1992-05-01 74.57670356016492
1992-06-01 75.48765241407679
1992-07-01 74.95037222951590
1992-08-01 75.18515684780621
1992-09-01 76.10539621733709
1992-10-01 79.61757022627770
1992-11-01 79.21932003106609
1992-12-01 78.85494697370310
1993-01-01 79.30120501919200
1993-02-01 78.13957892366020
1993-03-01 77.50014057614808
1993-04-01 75.30092720088960
1993-05-01 76.62740274287820
1993-06-01 76.29296258816560
1993-07-01 76.35670256265620
1993-08-01 76.47479839989980
1993-09-01 76.15453626513779
1993-10-01 74.51978213330580
1993-11-01 73.92487728855730
1993-12-01 74.35121580427010
1994-01-01 74.39998388002720
1994-02-01 75.47433176978290
1994-03-01 76.49794991616180
1994-04-01 76.66952380022580
1994-05-01 76.64912685756320
1994-06-01 76.65370433135040
1994-07-01 77.14427619009929
1994-08-01 76.56429186392471
1994-09-01 77.73600692376000
1994-10-01 78.54355029806200
1994-11-01 79.04429297807970
1994-12-01 79.16313685436680
1995-01-01 82.24744941079280
1995-02-01 84.03352186220520
1995-03-01 84.26627893155120
1995-04-01 86.82991937909350
1995-05-01 87.30298150603290
1995-06-01 87.25913014071220
1995-07-01 87.38778491889009
1995-08-01 88.60833369809870
1995-09-01 88.40788832247740
1995-10-01 87.69062706951411
1995-11-01 88.88395494684359
1995-12-01 88.89682025807970
1996-01-01 88.43783583657620
1996-02-01 88.83518096043420
1996-03-01 89.98695711882030
1996-04-01 84.99111952767180
1996-05-01 85.69640741983870
1996-06-01 87.06335740576010
1996-07-01 85.88879243262570
1996-08-01 86.26990106107358
1996-09-01 86.92543206828671
1996-10-01 88.45232347525709
1996-11-01 88.71007096988780
1996-12-01 89.10190210286709
1997-01-01 88.39267856014440
1997-02-01 86.97399182429060
1997-03-01 87.25494295421680
1997-04-01 88.43693215203251
1997-05-01 89.23696875011292
1997-06-01 90.19254978116350
1997-07-01 91.45092106644230
1997-08-01 92.49964838533779
1997-09-01 92.99762463711870
1997-10-01 93.62700180843972
1997-11-01 94.20733748049980
1997-12-01 94.93298413046610
1998-01-01 97.71739397205091
1998-02-01 97.37466851900650
1998-03-01 96.93414350762920
1998-04-01 101.91742610616200
1998-05-01 102.75847126652100
1998-06-01 102.60975465768699
1998-07-01 104.72916259609900
1998-08-01 105.70595890384300
1998-09-01 105.76424543021400
1998-10-01 105.86926415156601
1998-11-01 105.09803190410000
1998-12-01 105.64957070583598
1999-01-01 104.81925931914301
1999-02-01 106.06049939474100
1999-03-01 106.81362747712000
1999-04-01 107.78506697112400
1999-05-01 107.93145735691000
1999-06-01 107.98849249397000
1999-07-01 109.14995003751801
1999-08-01 108.89692798228600
1999-09-01 109.12312076913400
1999-10-01 110.94271856572500
1999-11-01 111.88214646513100
1999-12-01 112.20334735746401
2000-01-01 114.00883184053000
2000-02-01 114.95073621257600
2000-03-01 115.92277535047701
2000-04-01 117.03840135635299
2000-05-01 115.74193978503800
2000-06-01 116.48563161606800
2000-07-01 115.13269018337499
2000-08-01 114.92384432200800
2000-09-01 115.68480647055999
2000-10-01 114.75826119145600
2000-11-01 115.03634253903200
2000-12-01 114.63470597674100
2001-01-01 114.81830840792300
2001-02-01 112.82512419169800
2001-03-01 112.57842190910999
2001-04-01 111.00512830650601
2001-05-01 111.15013401797500
2001-06-01 111.15555040049699
2001-07-01 111.33733314596300
2001-08-01 111.02568753507400
2001-09-01 110.71620430803499
2001-10-01 108.78560542248400
2001-11-01 108.37606707038900
2001-12-01 107.91470290924102
2002-01-01 112.76017428203000
2002-02-01 112.69904970909201
2002-03-01 113.89306012877600
2002-04-01 113.36277955947200
2002-05-01 114.22485178170601
2002-06-01 114.36857223979601
2002-07-01 113.81869118134500
2002-08-01 114.62170707300800
2002-09-01 115.43257672482599
2002-10-01 119.40293018543301
2002-11-01 117.44323519139000
2002-12-01 117.70136483108900
2003-01-01 115.54176074447800
2003-02-01 116.07060658923700
2003-03-01 115.38313185357000
2003-04-01 117.05055282151100
2003-05-01 118.14158292468300
2003-06-01 119.12276412996000
2003-07-01 121.08034333623300
2003-08-01 122.49694364825899
2003-09-01 122.29238202107900
2003-10-01 123.55518400918400
2003-11-01 125.55335346539200
2003-12-01 124.52157627953100
2004-01-01 123.61824161471100
2004-02-01 122.23993389392900
2004-03-01 122.41559362587100
2004-04-01 123.04765096501600
2004-05-01 123.84955778689199
2004-06-01 123.25463567920700
2004-07-01 123.25663651032500
2004-08-01 122.87559018209600
2004-09-01 121.24891513336800
2004-10-01 124.50572961255699
2004-11-01 124.95216940467500
2004-12-01 125.37079665862301
2005-01-01 127.26094064427299
2005-02-01 127.96785586147200
2005-03-01 127.80116219168400
2005-04-01 129.45169914531300
2005-05-01 128.28326346109700
2005-06-01 128.87910520718398
2005-07-01 128.06344618900300
2005-08-01 128.35234210328800
2005-09-01 128.49505054711400
2005-10-01 126.25075648286699
2005-11-01 125.77735220376199
2005-12-01 126.62702466702801
2006-01-01 132.12985301891300
2006-02-01 132.89102863746100
2006-03-01 133.10232297334000
2006-04-01 132.56696360389700
2006-05-01 133.00619261976100
2006-06-01 133.58184242769300
2006-07-01 133.80196487850400
2006-08-01 133.59991647363302
2006-09-01 133.63320211821100
2006-10-01 134.23027012712800
2006-11-01 132.31307186018200
2006-12-01 131.67189557775498
2007-01-01 131.31537449389500
2007-02-01 130.80516332928400
2007-03-01 130.34312793227198
2007-04-01 128.12248901181700
2007-05-01 127.76061988516899
2007-06-01 127.31059907617201
2007-07-01 128.22433131764300
2007-08-01 127.63162654000000
2007-09-01 128.55872440677100
2007-10-01 127.16373734324499
2007-11-01 128.14791905449000
2007-12-01 127.46130797247300
2008-01-01 127.75657815409100
2008-02-01 127.01681271138500
2008-03-01 125.83041808834700
2008-04-01 125.34204197240500
2008-05-01 123.65739939914300
2008-06-01 122.58579087616900
2008-07-01 121.55157153743800
2008-08-01 120.66865787344100
2008-09-01 118.41539411577900
2008-10-01 116.46399362883699
2008-11-01 113.73669290860100
2008-12-01 111.70052257923900
2009-01-01 109.24817469668200
2009-02-01 106.40172300813200
2009-03-01 105.15159956521200
2009-04-01 106.37049514854100
2009-05-01 105.89045213928101
2009-06-01 105.17966231072300
2009-07-01 103.99209873733100
2009-08-01 103.91900413757500
2009-09-01 103.42678788872401
2009-10-01 106.14874288131300
2009-11-01 106.64754746545601
2009-12-01 107.54825593116800
2010-01-01 111.57677908226800
2010-02-01 110.72059088335199
2010-03-01 110.51291100230301
2010-04-01 110.53029269435700
2010-05-01 111.56471259203899
2010-06-01 111.72164356320700
2010-07-01 111.85169167850000
2010-08-01 112.04780080980200
2010-09-01 110.59194929703399
2010-10-01 114.72269327330300
2010-11-01 112.99986626103900
2010-12-01 112.88990165405599
2011-01-01 111.99559322095800
2011-02-01 111.34899282410801
2011-03-01 111.07507776556700
2011-04-01 109.52688498157900
2011-05-01 109.69702688460400
2011-06-01 110.66649029950500
2011-07-01 112.10358268947999
2011-08-01 111.66510804517000
2011-09-01 111.90299817966800
2011-10-01 111.40635427765000
2011-11-01 111.78363672204901
2011-12-01 113.00070977281700
2012-01-01 112.68024765189301
2012-02-01 113.85244990549499
2012-03-01 115.58391675670799
2012-04-01 117.13639155984700
2012-05-01 117.85528752896099
2012-06-01 118.01620211533400
2012-07-01 118.81033502832700
2012-08-01 118.71627884734400
2012-09-01 119.32817231939300
2012-10-01 120.30651675702400
2012-11-01 120.49364256225200
2012-12-01 120.66511659588500
2013-01-01 118.94643989831600
2013-02-01 120.45561481332800
2013-03-01 120.45303525700600
2013-04-01 121.54560851491800
2013-05-01 121.77146694142901
2013-06-01 121.53145892494400
2013-07-01 120.02304163927700
2013-08-01 120.91477575441401
2013-09-01 120.06657717852501
2013-10-01 118.42681502196400
2013-11-01 119.55911917505699
2013-12-01 117.70152511414801
2014-01-01 118.25952378702699
2014-02-01 118.61101840151501
2014-03-01 119.63481698703600
2014-04-01 121.59379111362699
2014-05-01 122.04446696104200
2014-06-01 122.24134827431000
2014-07-01 121.89519947836700
2014-08-01 121.91032501858900
2014-09-01 123.24989254989299
2014-10-01 124.23344444396900
2014-11-01 124.77670433133200
2014-12-01 125.76144040240400
2015-01-01 125.84944786276900
2015-02-01 125.64532337467101
2015-03-01 126.13782981624700
2015-04-01 125.11616943690500
2015-05-01 124.91919573726100
2015-06-01 125.30724565351600
2015-07-01 127.33744228650801
2015-08-01 127.24957666631799
2015-09-01 127.36301689681000
2015-10-01 128.01892663188602
2015-11-01 127.30330545075701
2015-12-01 128.27798730015500
2016-01-01 129.89923246009500
2016-02-01 129.99607162566200
2016-03-01 129.65571093245500
2016-04-01 129.26226987915400
2016-05-01 129.48068323679400
2016-06-01 130.18697813640600
2016-07-01 130.89227541655399
2016-08-01 130.12776015861800
2016-09-01 133.11753229047100
2016-10-01 134.98638102752702
2016-11-01 138.77010939089000
2016-12-01 139.23068462596400
2017-01-01 132.26106790099502
2017-02-01 132.78207529223300
2017-03-01 134.45942602066000
2017-04-01 133.44783911132200
2017-05-01 137.29200319692600
2017-06-01 138.32615129056998
2017-07-01 138.85163628338100
2017-08-01 141.27456407822100
2017-09-01 144.19100404897100
2017-10-01 141.89794572222098
2017-11-01 142.12771776683500
2017-12-01 143.02158640545500
2018-01-01 143.30952585354999
2018-02-01 144.80981612569300
2018-03-01 147.83403115616900
2018-04-01 145.13800200408600
2018-05-01 145.44870674124700
2018-06-01 145.87851122271800
2018-07-01 146.98227946794100
2018-08-01 148.32668089216800
2018-09-01 146.75860355718400
2018-10-01 146.47649569391300
2018-11-01 147.58431886830800
2018-12-01 148.07338613526500
2019-01-01 148.92792482738702
2019-02-01 149.82877056976600
2019-03-01 151.54106645347798
2019-04-01 153.82642652763000
2019-05-01 155.21193574966200
2019-06-01 154.90896558168800
2019-07-01 153.91013987821898
2019-08-01 153.47398242459698
2019-09-01 153.90063011137400
2019-10-01 152.92476635391301
2019-11-01 152.23609638451200
2019-12-01 149.71559650071800
2020-01-01 152.33683225878500
2020-02-01 149.05978995011300
2020-03-01 146.90424728160200
2020-04-01 124.81044020334100
2020-05-01 127.51473544467200
2020-06-01 130.71730763351000
2020-07-01 134.06121874732500
2020-08-01 135.66020711952900
2020-09-01 137.00608497975000
2020-10-01 139.27124369394699
2020-11-01 141.62797955735300
2020-12-01 142.94101185110500
2021-01-01 146.94057817977200
2021-02-01 148.19649225148700
2021-03-01 150.15901851621598
2021-04-01 145.98183180152398
2021-05-01 144.28458665610100
2021-06-01 141.95285135792298
2021-07-01 143.71094576242300
2021-08-01 143.45298470821500
2021-09-01 142.07598769555400
2021-10-01 146.46604742931600
2021-11-01 146.44027899176300
2021-12-01 147.49755154642600
2022-01-01 146.18133810473500
2022-02-01 147.39536792677200
2022-03-01 148.30585426171800
2022-04-01 149.76016501744200
2022-05-01 150.50504260438300
2022-06-01 149.09218129826700
2022-07-01 149.17064085001200
2022-08-01 148.62227134542400
2022-09-01 148.33039210640600
2022-10-01 147.16680452645600
2022-11-01 145.84760285656300
2022-12-01 145.54416719925300
2023-01-01 143.18061757058600
2023-02-01 140.98959984927998
2023-03-01 139.05789188250000
2023-04-01 141.34237119549800
2023-05-01 140.85342824875200
2023-06-01 140.65986390948498
2023-07-01 138.60473877998600
2023-08-01 138.50123166894000
2023-09-01 138.17722899270902
2023-10-01 136.62699963737900
2023-11-01 133.91556049163800
2023-12-01 136.24889514006700
2024-01-01 137.48154607193800
2024-02-01 138.02341505784600
2024-03-01 138.45251081514098
2024-04-01 136.64886409764200
2024-05-01 136.77157780843200

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