NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310846056000001SA 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 2024-04-01 Last Updated: 2024-05-18 5:26 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06310846056000001). 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 1990-01-01 229.25068925427300 1990-02-01 229.44667913026300 1990-03-01 229.82056234904700 1990-04-01 223.36889535329100 1990-05-01 225.17482092317798 1990-06-01 222.83946893041000 1990-07-01 218.87380631629100 1990-08-01 217.83074262255298 1990-09-01 216.77266544354697 1990-10-01 214.95920586138698 1990-11-01 213.84927929226100 1990-12-01 211.94849806273900 1991-01-01 206.96561498476700 1991-02-01 205.40950217305402 1991-03-01 202.65853622379500 1991-04-01 199.98374490575299 1991-05-01 198.03322709577802 1991-06-01 196.05353923333800 1991-07-01 195.86407350638697 1991-08-01 195.82405828894100 1991-09-01 195.65883571715300 1991-10-01 195.16233588880698 1991-11-01 194.04199545544800 1991-12-01 193.49129416214300 1992-01-01 210.92407162530700 1992-02-01 190.90838766276198 1992-03-01 191.50283236199903 1992-04-01 193.84770771389900 1992-05-01 194.58716736033100 1992-06-01 195.33911823814898 1992-07-01 197.64405532021598 1992-08-01 197.43477727703800 1992-09-01 197.45757836729402 1992-10-01 197.48668357820600 1992-11-01 197.30828927993700 1992-12-01 198.15545586643700 1993-01-01 211.30155194987597 1993-02-01 212.73265748475200 1993-03-01 212.93180885197300 1993-04-01 212.87965787608800 1993-05-01 213.17237013048400 1993-06-01 214.74409639550800 1993-07-01 217.65301543933498 1993-08-01 219.16842723846000 1993-09-01 220.07239631724602 1993-10-01 205.88518152141800 1993-11-01 205.89681056508700 1993-12-01 208.17544701261002 1994-01-01 216.94935906724600 1994-02-01 221.51530550048700 1994-03-01 223.00041176443000 1994-04-01 218.45211530712700 1994-05-01 219.81695328106300 1994-06-01 220.63060055326600 1994-07-01 219.55902096194000 1994-08-01 220.91006213349900 1994-09-01 222.74592117561198 1994-10-01 225.92614297809502 1994-11-01 227.17684096124600 1994-12-01 229.62324617251600 1995-01-01 226.76592231754200 1995-02-01 230.00022754786300 1995-03-01 229.92114109704102 1995-04-01 230.30739255622200 1995-05-01 231.65945575747298 1995-06-01 233.99985154671800 1995-07-01 225.80562955765000 1995-08-01 230.16571273935799 1995-09-01 231.18807233046100 1995-10-01 228.69645908863998 1995-11-01 230.91898087164000 1995-12-01 229.35549427496102 1996-01-01 235.53500156938500 1996-02-01 233.30688360818900 1996-03-01 235.61555116095698 1996-04-01 240.29400774903300 1996-05-01 242.26165751592097 1996-06-01 243.85100272983001 1996-07-01 246.60200863032800 1996-08-01 245.92260340182997 1996-09-01 247.20176581064098 1996-10-01 250.22039674194198 1996-11-01 250.51395236096002 1996-12-01 253.03484222478698 1997-01-01 244.82757953416302 1997-02-01 246.42385843587400 1997-03-01 248.48414749970502 1997-04-01 250.42612738393600 1997-05-01 251.44864682402800 1997-06-01 255.20609880977400 1997-07-01 255.47959094447398 1997-08-01 258.68710341199500 1997-09-01 260.44687841951304 1997-10-01 263.44473732768200 1997-11-01 264.80559711682497 1997-12-01 266.01213165423600 1998-01-01 265.13765078248800 1998-02-01 267.71223466995600 1998-03-01 267.33325357536400 1998-04-01 261.56712282368100 1998-05-01 267.36865169831900 1998-06-01 266.87896670783600 1998-07-01 265.71204240248200 1998-08-01 269.37525726268000 1998-09-01 267.98474605596600 1998-10-01 267.94210945951500 1998-11-01 268.39179603656300 1998-12-01 268.94716194185700 1999-01-01 253.04324911942300 1999-02-01 253.05045268574200 1999-03-01 256.06318080325200 1999-04-01 268.79088731162600 1999-05-01 269.95228484387300 1999-06-01 272.03533277036996 1999-07-01 274.35296315495200 1999-08-01 273.08899393693804 1999-09-01 276.14447144119400 1999-10-01 276.15668571398896 1999-11-01 279.38478063823396 1999-12-01 281.81509826012100 2000-01-01 270.51603114618100 2000-02-01 271.53623770282500 2000-03-01 272.08744433356000 2000-04-01 276.00224632192600 2000-05-01 274.77664499678700 2000-06-01 275.35526386622297 2000-07-01 279.11064903478100 2000-08-01 278.99811463144500 2000-09-01 279.48203706335800 2000-10-01 282.28738111537300 2000-11-01 280.72152711527700 2000-12-01 277.38533575573400 2001-01-01 277.07599089961600 2001-02-01 279.36809707075900 2001-03-01 277.44797870797300 2001-04-01 271.13370664189500 2001-05-01 272.99368025638400 2001-06-01 270.90908382013000 2001-07-01 269.20960472592700 2001-08-01 269.58625833253500 2001-09-01 270.55058352300700 2001-10-01 266.16293197402300 2001-11-01 262.58944151180697 2001-12-01 262.45855355384600 2002-01-01 262.94016185988500 2002-02-01 260.15487252422300 2002-03-01 260.57326131071400 2002-04-01 262.39110308089800 2002-05-01 264.35070406919700 2002-06-01 264.23331787312100 2002-07-01 261.94406700881800 2002-08-01 261.60833361862500 2002-09-01 261.28664407861000 2002-10-01 259.01417635787300 2002-11-01 258.96412909813700 2002-12-01 259.31992098427800 2003-01-01 256.26651583645000 2003-02-01 254.59516602121200 2003-03-01 253.42159411286100 2003-04-01 251.26844797762502 2003-05-01 249.87639474245603 2003-06-01 248.52500053986200 2003-07-01 246.37697894814400 2003-08-01 246.23608759985600 2003-09-01 245.13570472807498 2003-10-01 244.96092123200900 2003-11-01 242.49054433548199 2003-12-01 244.56224532928300 2004-01-01 247.77987803429100 2004-02-01 251.41688960266700 2004-03-01 251.79426803740800 2004-04-01 250.08221163004800 2004-05-01 251.36416629961602 2004-06-01 252.77399120118199 2004-07-01 255.65438832157298 2004-08-01 253.55106398685500 2004-09-01 252.30775830096600 2004-10-01 252.92579109940000 2004-11-01 253.07898945353801 2004-12-01 252.69076417330100 2005-01-01 253.46515086680802 2005-02-01 252.85960375987202 2005-03-01 251.56707582361500 2005-04-01 253.19793584027600 2005-05-01 252.37744692470700 2005-06-01 252.96297011717300 2005-07-01 255.15318663475398 2005-08-01 255.52756831847400 2005-09-01 257.68809034462200 2005-10-01 259.56819746538600 2005-11-01 260.81597714610200 2005-12-01 261.69027076994000 2006-01-01 262.46626848513900 2006-02-01 263.08592132564000 2006-03-01 264.12225975023400 2006-04-01 266.78888606763500 2006-05-01 269.01250191478800 2006-06-01 270.82532646183300 2006-07-01 270.39304511474300 2006-08-01 271.19621317738500 2006-09-01 270.74042824308000 2006-10-01 271.77136239408900 2006-11-01 272.54977588551600 2006-12-01 272.33049125008700 2007-01-01 271.76184457456003 2007-02-01 273.31294069245996 2007-03-01 274.71828259549500 2007-04-01 268.38660044163896 2007-05-01 267.63911205867197 2007-06-01 268.67386884266800 2007-07-01 268.09732567339000 2007-08-01 267.69067541827303 2007-09-01 267.21714369118700 2007-10-01 265.17919787746104 2007-11-01 263.96019668472803 2007-12-01 263.69076780135504 2008-01-01 256.88233957919397 2008-02-01 257.33441233956700 2008-03-01 256.93317337080200 2008-04-01 255.46899338193500 2008-05-01 254.62219825033500 2008-06-01 253.60379503884300 2008-07-01 253.88709797709598 2008-08-01 251.21313046541303 2008-09-01 248.88363309328201 2008-10-01 244.23749552417400 2008-11-01 240.49791867152000 2008-12-01 237.52164946605998 2009-01-01 231.67403209565600 2009-02-01 227.41215122966900 2009-03-01 224.57671880376301 2009-04-01 218.18355279189300 2009-05-01 217.73764787480800 2009-06-01 215.46749008889400 2009-07-01 213.66577870179900 2009-08-01 212.72831422268800 2009-09-01 212.86113625229000 2009-10-01 212.97230736190602 2009-11-01 213.63118051887798 2009-12-01 214.26634987985400 2010-01-01 221.70054547164500 2010-02-01 219.83510058657400 2010-03-01 220.22715836943698 2010-04-01 222.49625667257500 2010-05-01 222.87294151183997 2010-06-01 223.78766650674598 2010-07-01 223.48087167617100 2010-08-01 224.39535311728400 2010-09-01 223.75181004511000 2010-10-01 227.45409100988700 2010-11-01 226.88453877033100 2010-12-01 226.72660002171900 2011-01-01 227.68064581814700 2011-02-01 227.62076614716800 2011-03-01 226.57921391814997 2011-04-01 226.94814859811500 2011-05-01 227.73885796718798 2011-06-01 227.85720110364300 2011-07-01 227.76350758325400 2011-08-01 225.53664515873500 2011-09-01 228.23362467116300 2011-10-01 228.53047768488898 2011-11-01 227.89400556856498 2011-12-01 229.07437503441298 2012-01-01 231.50438812698400 2012-02-01 235.08997034782800 2012-03-01 237.34850937203498 2012-04-01 238.92180769548400 2012-05-01 239.76603533673200 2012-06-01 242.91008945216498 2012-07-01 240.98253075185397 2012-08-01 240.71344627443600 2012-09-01 241.75812308656700 2012-10-01 240.37507377547100 2012-11-01 245.88385072182300 2012-12-01 245.80759339257100 2013-01-01 246.39959346413700 2013-02-01 246.86047614844600 2013-03-01 247.63814406483400 2013-04-01 248.83673807357900 2013-05-01 250.61263678311198 2013-06-01 250.59048817932202 2013-07-01 253.56347125053600 2013-08-01 255.70999235911202 2013-09-01 256.61758243455600 2013-10-01 257.12364234603900 2013-11-01 263.82990745913100 2013-12-01 262.93778871535900 2014-01-01 262.71923798003700 2014-02-01 259.18113572085900 2014-03-01 260.10990881160000 2014-04-01 258.25634476828900 2014-05-01 258.79753029988996 2014-06-01 257.07026878974000 2014-07-01 259.49074183034304 2014-08-01 260.71569061826597 2014-09-01 259.77270656241296 2014-10-01 259.48917796019100 2014-11-01 259.33256103817600 2014-12-01 258.91869304807700 2015-01-01 257.86032610556197 2015-02-01 259.94016756462800 2015-03-01 260.36616656082300 2015-04-01 260.74846140069100 2015-05-01 261.73781743455700 2015-06-01 262.45235761935396 2015-07-01 262.22222753485700 2015-08-01 261.57853528639700 2015-09-01 262.36302713410900 2015-10-01 266.07591335797900 2015-11-01 264.87355892279600 2015-12-01 266.22800322476300 2016-01-01 265.94324968748800 2016-02-01 266.52318875966597 2016-03-01 264.22524141025900 2016-04-01 268.39628350382100 2016-05-01 267.69561284389100 2016-06-01 268.41369420336100 2016-07-01 268.09157168377000 2016-08-01 266.94559727590800 2016-09-01 267.86130852860600 2016-10-01 265.70074782722196 2016-11-01 264.09613128415300 2016-12-01 263.94032682507000 2017-01-01 265.96278501959700 2017-02-01 266.96084974916800 2017-03-01 268.76432121357203 2017-04-01 265.17415427009604 2017-05-01 265.62248827372800 2017-06-01 265.12783064855000 2017-07-01 271.27284433664500 2017-08-01 269.19219196159400 2017-09-01 269.98278539016496 2017-10-01 268.89983801040296 2017-11-01 269.14699308566200 2017-12-01 268.15109666788203 2018-01-01 269.78613427023500 2018-02-01 269.08744542442900 2018-03-01 270.73528989199200 2018-04-01 274.88489311583500 2018-05-01 276.19419249133097 2018-06-01 277.09528353335700 2018-07-01 276.50680313142800 2018-08-01 277.69219907765900 2018-09-01 278.63915963175700 2018-10-01 280.75634760772596 2018-11-01 282.46627383954400 2018-12-01 282.71726919148700 2019-01-01 280.82737802955100 2019-02-01 280.32469227280300 2019-03-01 284.06003706865100 2019-04-01 276.52487097949300 2019-05-01 279.52914069313900 2019-06-01 281.47076738463500 2019-07-01 280.70620130965900 2019-08-01 282.32825772542300 2019-09-01 280.36873821585203 2019-10-01 276.55838110188400 2019-11-01 277.81350153262700 2019-12-01 279.42213675888803 2020-01-01 277.41366236800900 2020-02-01 277.50094303644100 2020-03-01 270.90100513299200 2020-04-01 226.91562324902400 2020-05-01 231.18800787036702 2020-06-01 236.30132065521198 2020-07-01 238.59175274181098 2020-08-01 240.13726639573200 2020-09-01 239.84800796205700 2020-10-01 244.14153967504902 2020-11-01 247.98721845780497 2020-12-01 250.17873735289000 2021-01-01 255.52520028765701 2021-02-01 259.48656254719504 2021-03-01 261.83669559030100 2021-04-01 263.75858311339200 2021-05-01 265.92134194396000 2021-06-01 264.70927845860297 2021-07-01 267.25489163681800 2021-08-01 267.61799998891700 2021-09-01 268.45578195131696 2021-10-01 276.45885694291100 2021-11-01 278.90853038085800 2021-12-01 279.89655385191700 2022-01-01 278.98316326994800 2022-02-01 283.16166498467000 2022-03-01 282.36215035033200 2022-04-01 285.37297947223900 2022-05-01 286.06702607170797 2022-06-01 284.50140248727400 2022-07-01 286.36183791822200 2022-08-01 286.15577778756700 2022-09-01 289.22634672488095 2022-10-01 288.13037145383703 2022-11-01 285.95046512072900 2022-12-01 285.18864670995500 2023-01-01 284.20487039815200 2023-02-01 281.31766218131400 2023-03-01 280.96423104307803 2023-04-01 279.44899756293300 2023-05-01 280.01707769060900 2023-06-01 276.81467105730900 2023-07-01 270.86382707646300 2023-08-01 273.09492836660200 2023-09-01 271.39739329892103 2023-10-01 268.55007039359300 2023-11-01 266.90188464637400 2023-12-01 266.90505022217200 2024-01-01 270.06579188250500 2024-02-01 269.12699775330700 2024-03-01 271.54584021692403 2024-04-01 270.82538925934600