Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA)

Title All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
Series ID SMU06310806056130001SA
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 2024-09-01
Last Updated 2024-10-23 6:36 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
1990-01-01 115.97159497620899
1990-02-01 115.40724609076901
1990-03-01 115.45643426719800
1990-04-01 111.18859959402100
1990-05-01 111.76219208191700
1990-06-01 110.91706809758101
1990-07-01 109.92862485416700
1990-08-01 108.71218101668501
1990-09-01 109.62693147507300
1990-10-01 103.30635667278700
1990-11-01 103.05901833342500
1990-12-01 101.23194339654300
1991-01-01 97.38579650988100
1991-02-01 95.32254937538270
1991-03-01 94.09385613276770
1991-04-01 95.39944819814640
1991-05-01 93.56051946844400
1991-06-01 93.25595503182590
1991-07-01 90.27991384508191
1991-08-01 89.50731414442000
1991-09-01 90.41350821842700
1991-10-01 90.68078587754641
1991-11-01 89.91695567482158
1991-12-01 90.29096261559799
1992-01-01 90.93286934858259
1992-02-01 91.00222298659440
1992-03-01 91.87750606205130
1992-04-01 95.34766405309110
1992-05-01 95.97752682572201
1992-06-01 96.82715017454550
1992-07-01 99.19313426736490
1992-08-01 100.65551152431802
1992-09-01 101.27827292285000
1992-10-01 103.90374132192100
1992-11-01 104.47292318950501
1992-12-01 105.61803027962900
1993-01-01 116.02965653995899
1993-02-01 117.53997219862700
1993-03-01 116.49307110004601
1993-04-01 113.80331174807900
1993-05-01 115.35214915094700
1993-06-01 114.78587163577600
1993-07-01 117.69431417250200
1993-08-01 118.42675509693301
1993-09-01 119.22200868074900
1993-10-01 107.69524296207199
1993-11-01 108.45095249049999
1993-12-01 110.27305255732401
1994-01-01 115.60038578538300
1994-02-01 119.14814936845801
1994-03-01 119.70731986576901
1994-04-01 118.24738059875799
1994-05-01 119.39562204344400
1994-06-01 119.61649905458300
1994-07-01 119.58562838051701
1994-08-01 119.42445465389200
1994-09-01 121.18123989842300
1994-10-01 125.02274085439699
1994-11-01 126.84446883196101
1994-12-01 129.71954112226400
1995-01-01 126.21644845391000
1995-02-01 128.50331044939801
1995-03-01 128.73334173643500
1995-04-01 130.22383329752200
1995-05-01 130.68615682446898
1995-06-01 131.97614476024400
1995-07-01 127.66786184502600
1995-08-01 130.22622785827699
1995-09-01 131.25770266975300
1995-10-01 128.87466406356200
1995-11-01 129.43304898465598
1995-12-01 130.11231697624500
1996-01-01 133.09695546785700
1996-02-01 133.08717890167400
1996-03-01 135.14482632960300
1996-04-01 138.27134688434200
1996-05-01 138.81013311673300
1996-06-01 141.29189695252700
1996-07-01 146.97523712508800
1996-08-01 146.38780194862400
1996-09-01 146.97894521429500
1996-10-01 148.94415236887198
1996-11-01 151.05636437945700
1996-12-01 153.50359625596500
1997-01-01 143.68540245292400
1997-02-01 144.90724164410600
1997-03-01 145.81012734850100
1997-04-01 146.74820674605300
1997-05-01 148.16138353386802
1997-06-01 151.80266099550000
1997-07-01 151.67591875808600
1997-08-01 153.94888848511100
1997-09-01 156.09331116815100
1997-10-01 156.15972083285800
1997-11-01 157.74126042366500
1997-12-01 158.65338164700302
1998-01-01 162.07976042378300
1998-02-01 164.04337023015200
1998-03-01 164.93291135967400
1998-04-01 165.99699185128900
1998-05-01 168.85352125217500
1998-06-01 168.09352734333900
1998-07-01 168.70076772112500
1998-08-01 172.45678389623500
1998-09-01 170.03939571854100
1998-10-01 167.62503284413100
1998-11-01 168.99149006100300
1998-12-01 170.36258892238200
1999-01-01 153.37696476292400
1999-02-01 154.71050590258700
1999-03-01 156.84165846843800
1999-04-01 169.64134011712400
1999-05-01 169.06865948915200
1999-06-01 169.58572916048800
1999-07-01 174.93003662817200
1999-08-01 175.91172385823000
1999-09-01 176.35146531458600
1999-10-01 181.48022652468900
1999-11-01 183.05006813878900
1999-12-01 186.76791921616902
2000-01-01 182.55453366671500
2000-02-01 184.10591205278098
2000-03-01 185.68541846336800
2000-04-01 192.12174457774398
2000-05-01 189.62813208028400
2000-06-01 191.50611572635500
2000-07-01 192.31564287019000
2000-08-01 191.12537004549702
2000-09-01 190.59331326681700
2000-10-01 192.54879504941300
2000-11-01 191.47146735034198
2000-12-01 190.75212837715802
2001-01-01 189.84016531018398
2001-02-01 190.39783505380600
2001-03-01 189.14073879622100
2001-04-01 180.24161536055000
2001-05-01 180.05685511659001
2001-06-01 177.63300581367400
2001-07-01 176.83991886172200
2001-08-01 176.54735866118700
2001-09-01 178.17114632745998
2001-10-01 167.93748246914700
2001-11-01 165.40662487355300
2001-12-01 166.31292545679100
2002-01-01 168.23055668494400
2002-02-01 167.34989850261600
2002-03-01 167.94916914641001
2002-04-01 169.38607136850200
2002-05-01 170.57843728615998
2002-06-01 171.25575628877700
2002-07-01 167.96202360221100
2002-08-01 168.41423548580200
2002-09-01 168.90532874633900
2002-10-01 167.38622251392200
2002-11-01 168.22552355879400
2002-12-01 170.60360013693400
2003-01-01 163.52139276613198
2003-02-01 163.25292455293600
2003-03-01 162.65281271218100
2003-04-01 160.55309170270300
2003-05-01 159.34477504910802
2003-06-01 159.93533335216700
2003-07-01 161.82664695837200
2003-08-01 163.17360849239900
2003-09-01 161.53682429715400
2003-10-01 162.48208050301600
2003-11-01 163.21680297498600
2003-12-01 164.28632418978600
2004-01-01 164.77823772465598
2004-02-01 165.71470389905000
2004-03-01 166.34167349478900
2004-04-01 165.10355574462200
2004-05-01 165.51395635057000
2004-06-01 166.20244729660700
2004-07-01 168.80662932841298
2004-08-01 166.34132858742700
2004-09-01 163.25671682406500
2004-10-01 165.28528263818200
2004-11-01 166.67991043279000
2004-12-01 166.78590377691200
2005-01-01 167.17154286058500
2005-02-01 167.78169787262698
2005-03-01 167.05816340492700
2005-04-01 170.94593233448400
2005-05-01 168.17863687127800
2005-06-01 167.79450098899600
2005-07-01 168.04071866640100
2005-08-01 169.16939655754300
2005-09-01 170.34492375195500
2005-10-01 169.66456675522102
2005-11-01 168.82822258565300
2005-12-01 170.40071874492000
2006-01-01 175.55369041220700
2006-02-01 176.55083085483201
2006-03-01 179.00597643616300
2006-04-01 182.64905116389100
2006-05-01 184.28995343579900
2006-06-01 186.14524693029702
2006-07-01 187.03858786586300
2006-08-01 187.16815155407397
2006-09-01 186.92211003179400
2006-10-01 188.37795950810903
2006-11-01 187.10895000637700
2006-12-01 184.77453925542000
2007-01-01 181.23094584577598
2007-02-01 182.71478405778000
2007-03-01 184.43650211148200
2007-04-01 177.70565263554500
2007-05-01 176.25797065094503
2007-06-01 175.52591363448897
2007-07-01 173.24188156218300
2007-08-01 172.32344661133500
2007-09-01 172.57591572104698
2007-10-01 171.14944380248300
2007-11-01 170.57262795266200
2007-12-01 170.45365517912902
2008-01-01 159.34221609454200
2008-02-01 158.95618621908300
2008-03-01 158.01476071412300
2008-04-01 156.11965567161800
2008-05-01 153.44556126468000
2008-06-01 152.37848237895702
2008-07-01 152.18890287121400
2008-08-01 150.85565207982600
2008-09-01 146.59109955248100
2008-10-01 140.80190023909400
2008-11-01 136.41301250176700
2008-12-01 132.58457212211200
2009-01-01 128.78507044476100
2009-02-01 125.08797514170400
2009-03-01 123.07663354956699
2009-04-01 119.90234010536800
2009-05-01 118.89812344918200
2009-06-01 116.99872573597200
2009-07-01 116.37648185299801
2009-08-01 116.68107981772499
2009-09-01 115.73091765336300
2009-10-01 117.69468949255000
2009-11-01 118.64574210015900
2009-12-01 120.70201008843700
2010-01-01 123.58068828306601
2010-02-01 123.06848145857700
2010-03-01 123.63208826522500
2010-04-01 126.09079734275998
2010-05-01 127.69441953995000
2010-06-01 128.94020591317200
2010-07-01 129.76922770015800
2010-08-01 130.94640206411302
2010-09-01 129.29899958684200
2010-10-01 135.88287823392400
2010-11-01 133.35395713970900
2010-12-01 133.20744015650600
2011-01-01 133.57731570797300
2011-02-01 134.21542744422800
2011-03-01 132.74113422211700
2011-04-01 133.44272186369400
2011-05-01 133.55243886170000
2011-06-01 134.42337411237700
2011-07-01 134.66096443517600
2011-08-01 133.29216141258400
2011-09-01 135.09960447273400
2011-10-01 135.57049149986500
2011-11-01 133.95603019479200
2011-12-01 136.16616998346400
2012-01-01 138.15416846765300
2012-02-01 142.62622438046900
2012-03-01 145.49378810195900
2012-04-01 146.80591989059300
2012-05-01 147.40774338402300
2012-06-01 151.22204371830000
2012-07-01 146.97362498007300
2012-08-01 147.01626491775298
2012-09-01 148.48229324566500
2012-10-01 149.40410425176700
2012-11-01 152.15506955888800
2012-12-01 152.29022716607900
2013-01-01 152.48755210164100
2013-02-01 153.41961536798098
2013-03-01 153.91850451912800
2013-04-01 155.38182127060200
2013-05-01 156.73894100258300
2013-06-01 156.15309203482100
2013-07-01 154.83119748843902
2013-08-01 158.67054612754200
2013-09-01 158.74496582121100
2013-10-01 158.55610917960400
2013-11-01 163.60831313906500
2013-12-01 161.66020393263702
2014-01-01 162.18391537130800
2014-02-01 158.76685966990800
2014-03-01 158.42913854583202
2014-04-01 157.87398856243001
2014-05-01 158.51723393394900
2014-06-01 157.52820891465000
2014-07-01 159.99160981404700
2014-08-01 159.74793300523600
2014-09-01 159.96248852369200
2014-10-01 159.84281464645200
2014-11-01 159.06080502866400
2014-12-01 159.04094307139200
2015-01-01 158.67473684959400
2015-02-01 158.86600314842400
2015-03-01 160.58405614034000
2015-04-01 160.07577224832100
2015-05-01 160.55511940766800
2015-06-01 161.15432553075100
2015-07-01 161.44739663413800
2015-08-01 161.43399535679600
2015-09-01 162.10877376388000
2015-10-01 165.35912711131100
2015-11-01 162.93677585054502
2015-12-01 164.24020448838300
2016-01-01 164.79113767188400
2016-02-01 165.19672633691200
2016-03-01 162.43214805436800
2016-04-01 164.86284305017202
2016-05-01 163.23486971208598
2016-06-01 163.80725314199600
2016-07-01 162.23641315524600
2016-08-01 160.37445888460599
2016-09-01 163.56856795911800
2016-10-01 165.51106218523100
2016-11-01 166.60174631508900
2016-12-01 166.08569861126700
2017-01-01 165.31320651484200
2017-02-01 166.21642266483900
2017-03-01 167.27861023164900
2017-04-01 160.84827740894900
2017-05-01 163.26932193337998
2017-06-01 163.64185450276200
2017-07-01 170.11741336813400
2017-08-01 169.99818340604400
2017-09-01 173.35800433003700
2017-10-01 170.69788027346100
2017-11-01 170.85157083208900
2017-12-01 172.44480392879000
2018-01-01 172.13847286589700
2018-02-01 172.94458491856400
2018-03-01 174.37429863943700
2018-04-01 175.16708936182400
2018-05-01 174.77234073591800
2018-06-01 176.41050892509000
2018-07-01 177.41546105236500
2018-08-01 177.94610825388100
2018-09-01 177.44464822177102
2018-10-01 178.93057438361200
2018-11-01 180.51553592638500
2018-12-01 181.88718347525298
2019-01-01 183.37782076040700
2019-02-01 184.51367174308100
2019-03-01 185.18802648078702
2019-04-01 184.38427195668400
2019-05-01 184.92534623214001
2019-06-01 186.87059882539300
2019-07-01 184.14190601344200
2019-08-01 184.93642632927800
2019-09-01 183.25600003628800
2019-10-01 180.02009808304902
2019-11-01 180.44270267038900
2019-12-01 178.51084305634700
2020-01-01 180.63232308438998
2020-02-01 177.56867151527302
2020-03-01 170.05283716575100
2020-04-01 131.78133586961700
2020-05-01 135.45405061379100
2020-06-01 140.91773889379500
2020-07-01 147.97774584489000
2020-08-01 149.76157187394700
2020-09-01 151.86672139378402
2020-10-01 157.58830924481900
2020-11-01 161.87923883197100
2020-12-01 164.17971811776900
2021-01-01 174.79388126511300
2021-02-01 178.98740964380600
2021-03-01 179.54808088862998
2021-04-01 178.15398047081600
2021-05-01 177.21525927857200
2021-06-01 174.50163655589400
2021-07-01 176.21363787239702
2021-08-01 174.74461015101699
2021-09-01 175.51831504136600
2021-10-01 184.75016645868303
2021-11-01 185.79820578571400
2021-12-01 186.07884489026900
2022-01-01 185.49473617196000
2022-02-01 187.98405062759800
2022-03-01 185.73505244297402
2022-04-01 191.79122401159302
2022-05-01 190.87859193093600
2022-06-01 188.80432171010602
2022-07-01 190.25978007164002
2022-08-01 188.00588503219000
2022-09-01 189.70830965695401
2022-10-01 187.67624079150002
2022-11-01 183.51515995571603
2022-12-01 181.72478941421200
2023-01-01 178.41092686585998
2023-02-01 173.36100697348598
2023-03-01 169.18391077632400
2023-04-01 169.30176450346700
2023-05-01 167.87707382461600
2023-06-01 165.66981880885000
2023-07-01 159.97874240273600
2023-08-01 159.80480538803602
2023-09-01 159.41415766592400
2023-10-01 157.61885639426300
2023-11-01 154.35344176981002
2023-12-01 154.54074240690701
2024-01-01 159.08966944025698
2024-02-01 158.47323850808300
2024-03-01 159.51192682170000
2024-04-01 156.92621473576600
2024-05-01 155.52233746092400
2024-06-01 154.55964160870900
2024-07-01 151.61858629487800
2024-08-01 153.59582868924200
2024-09-01 152.64613135483500

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