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: Professional, Scientific, and Technical Services in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310846054000001SA 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/SMU06310846054000001). 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 1990-01-01 240.87309074780700 1990-02-01 241.06644071351798 1990-03-01 241.73427724420600 1990-04-01 242.93417418586498 1990-05-01 240.85244503369202 1990-06-01 241.84786094847598 1990-07-01 243.02149524158798 1990-08-01 241.56202517336700 1990-09-01 239.17362747975200 1990-10-01 242.15020842542802 1990-11-01 241.55797264326100 1990-12-01 240.23443354255699 1991-01-01 241.18047585471902 1991-02-01 241.87033338949200 1991-03-01 240.00129151903800 1991-04-01 239.42617132817600 1991-05-01 240.53124719176700 1991-06-01 237.42869120467302 1991-07-01 237.12711712608400 1991-08-01 239.42010372443800 1991-09-01 236.21439539655398 1991-10-01 232.87732682981900 1991-11-01 231.42603182177300 1991-12-01 229.68800661107497 1992-01-01 219.46974900162300 1992-02-01 223.81681106548200 1992-03-01 221.93341993360000 1992-04-01 219.29907721029500 1992-05-01 218.35454594166700 1992-06-01 219.01902002273400 1992-07-01 216.18033844754400 1992-08-01 214.52228261668597 1992-09-01 211.71878220153400 1992-10-01 215.87073198448400 1992-11-01 216.27209180333100 1992-12-01 213.48290106191900 1993-01-01 212.85756679485002 1993-02-01 212.16901694637403 1993-03-01 209.38792855336600 1993-04-01 213.03541650095698 1993-05-01 212.45197283275502 1993-06-01 211.42668507457300 1993-07-01 211.63057134455897 1993-08-01 211.11366819272300 1993-09-01 210.23729283367402 1993-10-01 209.94368710456800 1993-11-01 209.80365207141998 1993-12-01 210.26394826052500 1994-01-01 209.70146024621400 1994-02-01 209.08305809300900 1994-03-01 209.53500125425498 1994-04-01 208.73383661274700 1994-05-01 205.13552192568800 1994-06-01 206.11405590445702 1994-07-01 205.03530799052500 1994-08-01 205.59013849938302 1994-09-01 206.31221828963000 1994-10-01 205.16002305988400 1994-11-01 205.67352164910400 1994-12-01 206.27345270457800 1995-01-01 208.12810302462500 1995-02-01 208.93811885418702 1995-03-01 208.53898610785302 1995-04-01 207.21704426964297 1995-05-01 207.26458192675400 1995-06-01 208.66552372757900 1995-07-01 207.72357604704700 1995-08-01 208.13035112551498 1995-09-01 209.29802665796300 1995-10-01 209.01800441096900 1995-11-01 209.49071249872398 1995-12-01 209.09323658250300 1996-01-01 206.61692056502102 1996-02-01 207.41632264577900 1996-03-01 207.45459029232900 1996-04-01 204.37157341742500 1996-05-01 207.18977473727400 1996-06-01 205.45161170267300 1996-07-01 207.70965871695900 1996-08-01 208.18722263743402 1996-09-01 207.54665954646802 1996-10-01 207.50019912111000 1996-11-01 208.26031608744000 1996-12-01 206.65192930310300 1997-01-01 209.99894947208600 1997-02-01 210.89942127161700 1997-03-01 210.71212071691102 1997-04-01 214.97373277590500 1997-05-01 217.21613574290600 1997-06-01 216.67642978087200 1997-07-01 216.32483225116100 1997-08-01 216.34328312003900 1997-09-01 215.02168672957902 1997-10-01 219.15267202497898 1997-11-01 218.57719825261900 1997-12-01 218.25992040497400 1998-01-01 222.93619518444302 1998-02-01 223.64023320710098 1998-03-01 226.49461646155600 1998-04-01 230.66816728633000 1998-05-01 224.11185712574502 1998-06-01 226.43616189912800 1998-07-01 229.48730754822498 1998-08-01 226.80634626545700 1998-09-01 226.82205009714198 1998-10-01 224.90632503299200 1998-11-01 225.75615410730800 1998-12-01 225.15284657201400 1999-01-01 224.11656077694000 1999-02-01 218.07307913341802 1999-03-01 216.06383191083500 1999-04-01 219.45493471938400 1999-05-01 219.42345762664002 1999-06-01 220.65450480173698 1999-07-01 222.54314325291400 1999-08-01 222.42521272521302 1999-09-01 223.67911424514600 1999-10-01 222.18724413050998 1999-11-01 222.93402020310100 1999-12-01 225.08368649900600 2000-01-01 222.79537993709600 2000-02-01 223.06051569610100 2000-03-01 221.49109823229700 2000-04-01 223.40366720482700 2000-05-01 223.56893607277800 2000-06-01 224.66370380236697 2000-07-01 224.83910831807498 2000-08-01 225.58485524729400 2000-09-01 226.45752824854300 2000-10-01 228.75646285308500 2000-11-01 229.41865314059300 2000-12-01 230.70397526656300 2001-01-01 231.35421308538200 2001-02-01 229.82988278490000 2001-03-01 231.07764936643600 2001-04-01 230.16277696402100 2001-05-01 232.70822684393300 2001-06-01 230.51467960258302 2001-07-01 229.48957979668000 2001-08-01 230.36314458462897 2001-09-01 228.15114297757400 2001-10-01 229.95824568589200 2001-11-01 229.69515657436900 2001-12-01 228.78927497222900 2002-01-01 227.78912571614800 2002-02-01 229.14054064592898 2002-03-01 228.92571093887100 2002-04-01 229.96714805380900 2002-05-01 227.96314495476003 2002-06-01 226.73003802609400 2002-07-01 226.82991910757800 2002-08-01 226.99245160209000 2002-09-01 227.34941888233900 2002-10-01 226.81977058793300 2002-11-01 226.92076053001000 2002-12-01 226.74153567413500 2003-01-01 228.98368294764802 2003-02-01 228.63289554370800 2003-03-01 231.26333710746100 2003-04-01 230.05917546127000 2003-05-01 229.55802235647000 2003-06-01 229.57014452311300 2003-07-01 229.31648929190200 2003-08-01 228.88329336505902 2003-09-01 228.95491411470002 2003-10-01 229.39141156390000 2003-11-01 229.13630589568100 2003-12-01 230.10509093750500 2004-01-01 228.79342095185300 2004-02-01 228.65459963170300 2004-03-01 229.47930774777500 2004-04-01 231.01218523036098 2004-05-01 232.11104954000197 2004-06-01 232.58848317433300 2004-07-01 234.40409633258300 2004-08-01 234.74426879385200 2004-09-01 235.65438025949100 2004-10-01 236.70259656113300 2004-11-01 237.70716906285600 2004-12-01 238.79350063847600 2005-01-01 241.80824863892602 2005-02-01 241.53524611554198 2005-03-01 241.09773212549499 2005-04-01 242.82150214939998 2005-05-01 244.36450479674198 2005-06-01 245.07847188627701 2005-07-01 246.56187629727400 2005-08-01 247.63385191648600 2005-09-01 249.43010294825902 2005-10-01 249.76947666104698 2005-11-01 251.04316425749002 2005-12-01 251.96793869348300 2006-01-01 253.72724693194500 2006-02-01 255.05087396583198 2006-03-01 255.17894503000100 2006-04-01 256.35641374293704 2006-05-01 254.53067830687698 2006-06-01 258.50468554636200 2006-07-01 259.58101291698600 2006-08-01 260.92061010210900 2006-09-01 261.59113334951200 2006-10-01 262.33163509546400 2006-11-01 262.89906952233700 2006-12-01 263.36629470406604 2007-01-01 264.43147699489300 2007-02-01 266.00405008786000 2007-03-01 266.57527637998004 2007-04-01 266.84918513409100 2007-05-01 267.66749390779800 2007-06-01 269.32314379218800 2007-07-01 268.46499878310100 2007-08-01 269.11179657335900 2007-09-01 268.29955792296300 2007-10-01 268.33113045551700 2007-11-01 268.09574808958600 2007-12-01 271.12575237855300 2008-01-01 263.24075401202100 2008-02-01 265.85931485605400 2008-03-01 266.18857930286600 2008-04-01 268.21065164389097 2008-05-01 265.99319709202800 2008-06-01 264.23506998403000 2008-07-01 263.93600293334100 2008-08-01 262.45767227489800 2008-09-01 261.78499743880700 2008-10-01 259.71183614137800 2008-11-01 257.47335333989497 2008-12-01 257.04149125028000 2009-01-01 255.67538438556000 2009-02-01 252.48774974548002 2009-03-01 250.35456102720698 2009-04-01 246.38217436571202 2009-05-01 244.40653839229900 2009-06-01 242.91174560069598 2009-07-01 239.46365901591300 2009-08-01 238.55175883420102 2009-09-01 237.02281278461400 2009-10-01 238.52611055859902 2009-11-01 238.54904103894200 2009-12-01 237.03526101106400 2010-01-01 236.05281970080398 2010-02-01 236.74272213598500 2010-03-01 236.63218657737800 2010-04-01 239.92671236620700 2010-05-01 237.80818099703203 2010-06-01 238.22672109983300 2010-07-01 238.05180934978000 2010-08-01 237.94683961839297 2010-09-01 236.48023933448400 2010-10-01 240.08599591329602 2010-11-01 240.67220194821800 2010-12-01 240.94328057024300 2011-01-01 242.91595440257998 2011-02-01 244.39619286988997 2011-03-01 244.39225810862400 2011-04-01 244.77653534396703 2011-05-01 244.14896209356500 2011-06-01 245.10500005278900 2011-07-01 249.69514214286400 2011-08-01 250.51122502492500 2011-09-01 251.93500950939702 2011-10-01 250.05412009263900 2011-11-01 251.82077626466500 2011-12-01 252.72455151443500 2012-01-01 252.96107529629500 2012-02-01 254.42197249136000 2012-03-01 256.29715086045400 2012-04-01 257.76963349340804 2012-05-01 260.00872405335300 2012-06-01 260.90702788598400 2012-07-01 261.63673187654000 2012-08-01 262.72395334989900 2012-09-01 264.04165272410200 2012-10-01 264.85492471964903 2012-11-01 265.33312896932500 2012-12-01 266.93047178490900 2013-01-01 263.95089346241500 2013-02-01 265.64370699266897 2013-03-01 267.73597850802300 2013-04-01 269.35042133407700 2013-05-01 269.37618829616600 2013-06-01 269.39453966688600 2013-07-01 270.70069665220296 2013-08-01 271.59351311005100 2013-09-01 272.43571861957200 2013-10-01 272.63498201284597 2013-11-01 271.74396108374800 2013-12-01 272.33991930092700 2014-01-01 273.72125088311400 2014-02-01 274.60429925925900 2014-03-01 274.36939874124903 2014-04-01 271.55714044915900 2014-05-01 271.16027793345296 2014-06-01 271.11382190076800 2014-07-01 267.56610335762300 2014-08-01 268.65849373927300 2014-09-01 267.29234677147997 2014-10-01 263.73899270232500 2014-11-01 266.11373341073900 2014-12-01 266.59125582142500 2015-01-01 266.48132239795900 2015-02-01 267.29512117933900 2015-03-01 266.93179393364100 2015-04-01 270.81618789532900 2015-05-01 269.35151612837103 2015-06-01 269.23490901731900 2015-07-01 271.33928748816800 2015-08-01 270.29494421362400 2015-09-01 269.48866360638700 2015-10-01 271.64686610553300 2015-11-01 272.80683407646200 2015-12-01 270.12727651999200 2016-01-01 274.31586078402300 2016-02-01 275.54729310701900 2016-03-01 272.79741903458097 2016-04-01 274.24893146125197 2016-05-01 274.73477231177900 2016-06-01 273.27652905207003 2016-07-01 275.84165190019297 2016-08-01 276.84508392887903 2016-09-01 277.47873955568300 2016-10-01 276.77086500907200 2016-11-01 278.49062450147800 2016-12-01 276.86671711722800 2017-01-01 277.98409708796300 2017-02-01 278.97758843390000 2017-03-01 279.91968989813900 2017-04-01 280.58177515201700 2017-05-01 281.61409141029000 2017-06-01 283.25254325919300 2017-07-01 283.53285179433203 2017-08-01 284.59400279364200 2017-09-01 285.07243080092900 2017-10-01 284.42311376813100 2017-11-01 284.10892939417400 2017-12-01 285.82830124726500 2018-01-01 287.59171078899100 2018-02-01 286.28793014857200 2018-03-01 287.87238634485000 2018-04-01 288.95272003781400 2018-05-01 288.39081190492300 2018-06-01 291.84045792192200 2018-07-01 292.35989389698200 2018-08-01 292.12785062391300 2018-09-01 293.98072678347500 2018-10-01 296.13524477371100 2018-11-01 295.40599879697200 2018-12-01 296.75621023399900 2019-01-01 295.95178296985000 2019-02-01 298.92459181889400 2019-03-01 299.32838318347900 2019-04-01 299.00189697391400 2019-05-01 298.51223035002000 2019-06-01 299.86085560076400 2019-07-01 301.98245921541700 2019-08-01 302.87870137571600 2019-09-01 303.14143605070100 2019-10-01 303.74152069940000 2019-11-01 306.77000498137200 2019-12-01 307.25041123235500 2020-01-01 307.59354401471000 2020-02-01 311.68874646583900 2020-03-01 306.88268060177200 2020-04-01 274.96929618760504 2020-05-01 279.31113366614100 2020-06-01 280.36498139031400 2020-07-01 280.80830433852900 2020-08-01 282.46561230204400 2020-09-01 282.51550473076900 2020-10-01 289.12452439481000 2020-11-01 288.57100999398600 2020-12-01 289.99931366280700 2021-01-01 291.32560313545700 2021-02-01 292.34798095891000 2021-03-01 294.24730600940000 2021-04-01 296.14902278606496 2021-05-01 298.34307285148100 2021-06-01 296.53054376554900 2021-07-01 301.75222451289700 2021-08-01 303.15874893888304 2021-09-01 302.99363426122700 2021-10-01 308.90969200072300 2021-11-01 310.41506123459600 2021-12-01 311.36429799425300 2022-01-01 311.13409441466300 2022-02-01 315.89967575215200 2022-03-01 319.81442719140200 2022-04-01 320.77746939509603 2022-05-01 321.78774995465403 2022-06-01 320.91018748389200 2022-07-01 319.58494532739600 2022-08-01 320.43085397789200 2022-09-01 322.21738259706797 2022-10-01 319.79660239030300 2022-11-01 319.76429258986803 2022-12-01 321.93030678074500 2023-01-01 318.16037792995900 2023-02-01 316.52754982752200 2023-03-01 316.04155738205300 2023-04-01 317.25039313689700 2023-05-01 316.38250657178800 2023-06-01 316.63863952619400 2023-07-01 316.11758781188000 2023-08-01 315.19433991627200 2023-09-01 315.03189810464500 2023-10-01 313.46215451956700 2023-11-01 312.05723600137100 2023-12-01 312.89464507819696 2024-01-01 315.43436295605000 2024-02-01 313.59210005280500 2024-03-01 311.94840940046800 2024-04-01 309.23421029403400