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 Services in Los Angeles-Long Beach-Glendale, CA (MD) Series ID: SMU06310846056100001SA 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 6:26 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/SMU06310846056100001). 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 1990-01-01 220.72027554063700 1990-02-01 220.25196710896600 1990-03-01 221.00887090026401 1990-04-01 214.64761519559700 1990-05-01 216.28767956161800 1990-06-01 214.01480270794102 1990-07-01 209.92831858483400 1990-08-01 209.02557970655602 1990-09-01 207.94653697617900 1990-10-01 206.19812221821500 1990-11-01 205.12781494702500 1990-12-01 202.96464556833598 1991-01-01 199.34745245781300 1991-02-01 197.41582088474500 1991-03-01 194.42304109253600 1991-04-01 192.17473593823400 1991-05-01 190.37489559997002 1991-06-01 188.44482698180800 1991-07-01 188.11063962781103 1991-08-01 188.01182505019798 1991-09-01 187.92083353565800 1991-10-01 187.08365041475898 1991-11-01 185.89441376752800 1991-12-01 185.30015591994800 1992-01-01 183.66745635221700 1992-02-01 183.18078601792197 1992-03-01 183.54711104400903 1992-04-01 185.86922742723000 1992-05-01 186.56712697401002 1992-06-01 187.25559684368100 1992-07-01 189.67981102435300 1992-08-01 189.41325682624400 1992-09-01 189.50074399243800 1992-10-01 189.85104993340100 1992-11-01 189.42651282703100 1992-12-01 190.27226910415501 1993-01-01 204.15463402206500 1993-02-01 204.74929390764498 1993-03-01 205.13706027956502 1993-04-01 205.13048917821300 1993-05-01 205.60671739881698 1993-06-01 207.18963478097900 1993-07-01 210.17955019159803 1993-08-01 211.74352549682900 1993-09-01 212.50031245234700 1993-10-01 198.16203283353298 1993-11-01 198.30116386513700 1993-12-01 200.53494966047901 1994-01-01 210.21897304877100 1994-02-01 213.53430214154500 1994-03-01 214.67427485674800 1994-04-01 210.82079866812000 1994-05-01 211.88679788502102 1994-06-01 212.80228885642900 1994-07-01 211.79544206180900 1994-08-01 213.07561308985802 1994-09-01 215.04934437034200 1994-10-01 218.04405193655103 1994-11-01 219.38606367411900 1994-12-01 221.74407944050802 1995-01-01 219.37978048145402 1995-02-01 222.05053553348500 1995-03-01 221.76441501410800 1995-04-01 222.16148082595300 1995-05-01 223.86066972886601 1995-06-01 225.99477654246100 1995-07-01 217.97855941024602 1995-08-01 222.40616966920900 1995-09-01 223.37932638026700 1995-10-01 221.09495770983600 1995-11-01 223.15383497425702 1995-12-01 221.64364536718300 1996-01-01 228.10751034317903 1996-02-01 225.39781746645500 1996-03-01 227.47476486158502 1996-04-01 232.21918069515900 1996-05-01 234.03194510389400 1996-06-01 235.61162246492300 1996-07-01 238.66636031972303 1996-08-01 237.79506529401698 1996-09-01 239.26611023214400 1996-10-01 242.73764956952000 1996-11-01 242.88515372531700 1996-12-01 245.46232860529600 1997-01-01 237.14899603061400 1997-02-01 238.51991581643800 1997-03-01 241.19419567123800 1997-04-01 242.92438336706402 1997-05-01 243.77329061235199 1997-06-01 247.42188579152600 1997-07-01 247.94711592877300 1997-08-01 250.60000597120603 1997-09-01 252.49122670797698 1997-10-01 255.02184690470900 1997-11-01 256.28869143206003 1997-12-01 257.44362467877000 1998-01-01 257.19241906035600 1998-02-01 259.32579984602200 1998-03-01 258.90598239190200 1998-04-01 253.75496607449200 1998-05-01 259.04482497774300 1998-06-01 258.65082749297403 1998-07-01 258.15887015325600 1998-08-01 261.15283688862400 1998-09-01 259.80545803810200 1998-10-01 259.79790260369500 1998-11-01 260.15467972733796 1998-12-01 260.64084454338797 1999-01-01 244.47137524912898 1999-02-01 244.56792025383300 1999-03-01 247.49751584326100 1999-04-01 260.29501561291600 1999-05-01 261.43024590917800 1999-06-01 263.42292155453000 1999-07-01 263.39479559217300 1999-08-01 264.38802746647700 1999-09-01 267.47778285762400 1999-10-01 267.66577948570800 1999-11-01 270.69593672949100 1999-12-01 273.24873266159200 2000-01-01 261.79190682636300 2000-02-01 262.73973811963697 2000-03-01 263.07472639253797 2000-04-01 267.34416430298200 2000-05-01 266.17296340852400 2000-06-01 266.67158750085997 2000-07-01 270.99886441626800 2000-08-01 270.14403858763500 2000-09-01 270.72884154515100 2000-10-01 273.98554710772800 2000-11-01 272.08153577500400 2000-12-01 268.66132587499200 2001-01-01 268.34707907544700 2001-02-01 270.45954090874403 2001-03-01 268.68258658107100 2001-04-01 262.52013210591497 2001-05-01 264.24217422538896 2001-06-01 262.20148287873600 2001-07-01 260.99497726664396 2001-08-01 260.91409838708700 2001-09-01 262.02994982250704 2001-10-01 257.62152440157800 2001-11-01 253.90328782401699 2001-12-01 253.80323840146800 2002-01-01 254.22873021699797 2002-02-01 251.46182382535400 2002-03-01 252.02188783682200 2002-04-01 253.59687547708400 2002-05-01 255.54955994171100 2002-06-01 255.41454978237599 2002-07-01 253.73495921656600 2002-08-01 252.80706266115200 2002-09-01 252.49141363200500 2002-10-01 250.60156758022703 2002-11-01 250.25909356549700 2002-12-01 250.76826064866700 2003-01-01 248.07839587397300 2003-02-01 246.32430724993400 2003-03-01 245.15911510165200 2003-04-01 243.07804227884998 2003-05-01 241.71639490479697 2003-06-01 240.39050668962201 2003-07-01 238.29941516581502 2003-08-01 238.17692243341600 2003-09-01 237.17649539533900 2003-10-01 236.87711621240800 2003-11-01 234.19275024682100 2003-12-01 236.33787132729000 2004-01-01 239.20827791074000 2004-02-01 242.96384041393900 2004-03-01 243.41038140113800 2004-04-01 241.27624664084598 2004-05-01 242.39676210488201 2004-06-01 243.86374004045600 2004-07-01 246.48695940713500 2004-08-01 244.58711929669400 2004-09-01 243.16105036150600 2004-10-01 243.77620994710801 2004-11-01 243.89177167912500 2004-12-01 243.50745140710603 2005-01-01 244.31369544848700 2005-02-01 243.50916568825198 2005-03-01 242.35611859810400 2005-04-01 244.08617313097800 2005-05-01 243.38399748142700 2005-06-01 243.73883566156601 2005-07-01 245.92971428001500 2005-08-01 246.36172981102600 2005-09-01 248.43618552325000 2005-10-01 250.40734155674900 2005-11-01 251.54000507298000 2005-12-01 252.43746662171600 2006-01-01 253.11755620668000 2006-02-01 253.94443535169398 2006-03-01 254.88749684036202 2006-04-01 257.66598603714700 2006-05-01 259.78482752772000 2006-06-01 261.67257842671400 2006-07-01 261.31700964897400 2006-08-01 262.13304832005200 2006-09-01 261.78877592185300 2006-10-01 262.81556312540400 2006-11-01 263.68480069547900 2006-12-01 263.59536190434200 2007-01-01 263.02242925919200 2007-02-01 264.47480341859904 2007-03-01 265.75797349066500 2007-04-01 259.55641851861300 2007-05-01 258.59420831636197 2007-06-01 259.58883552333000 2007-07-01 258.93161832119597 2007-08-01 258.53544859701100 2007-09-01 258.07625316781400 2007-10-01 256.23965448206800 2007-11-01 254.92014781846100 2007-12-01 254.75898779223200 2008-01-01 247.83328468321300 2008-02-01 248.30409771752602 2008-03-01 247.86222915779499 2008-04-01 246.22693355941600 2008-05-01 245.46786463042702 2008-06-01 244.39048268229303 2008-07-01 244.52817639259500 2008-08-01 241.75982048096700 2008-09-01 239.44874290903400 2008-10-01 234.52053145435903 2008-11-01 230.77432596659400 2008-12-01 227.88998781012500 2009-01-01 221.91655127605900 2009-02-01 217.67858750554402 2009-03-01 214.90991436456600 2009-04-01 208.72835434957600 2009-05-01 208.28241120133998 2009-06-01 206.25085987924800 2009-07-01 204.40028123900000 2009-08-01 203.56290077868000 2009-09-01 203.72418688810400 2009-10-01 203.88450020949600 2009-11-01 204.62489649160100 2009-12-01 205.21734651662700 2010-01-01 212.53499802084500 2010-02-01 210.70718593844398 2010-03-01 211.07109930526298 2010-04-01 213.42727263196000 2010-05-01 213.72294294320300 2010-06-01 214.58145530041500 2010-07-01 214.41200346699400 2010-08-01 215.20603657132702 2010-09-01 214.69887382284100 2010-10-01 218.30058959801400 2010-11-01 217.68410525066602 2010-12-01 217.45169163680697 2011-01-01 218.51222965072300 2011-02-01 218.51306099528500 2011-03-01 217.52793822282501 2011-04-01 217.86554844419800 2011-05-01 218.60477811189500 2011-06-01 218.77436953428798 2011-07-01 218.47860950179500 2011-08-01 216.32540577564097 2011-09-01 219.06551517324903 2011-10-01 219.19889950971200 2011-11-01 218.48556528489500 2011-12-01 219.67950218878602 2012-01-01 222.24353402024300 2012-02-01 225.80733352954800 2012-03-01 227.89494108354500 2012-04-01 229.43201843029400 2012-05-01 230.24648895975300 2012-06-01 233.43758934300098 2012-07-01 231.29664901150502 2012-08-01 230.98465438088402 2012-09-01 231.97318621372298 2012-10-01 230.77204460619203 2012-11-01 236.05582203057000 2012-12-01 235.99595751630198 2013-01-01 236.54290894081402 2013-02-01 237.09823419250702 2013-03-01 237.75963329255000 2013-04-01 238.95840819944800 2013-05-01 240.70182083330502 2013-06-01 240.83397202109902 2013-07-01 243.77525535237598 2013-08-01 245.96961915291402 2013-09-01 246.95867315570800 2013-10-01 247.63119196051701 2013-11-01 254.08571900931000 2013-12-01 253.08103191579000 2014-01-01 252.87456470360900 2014-02-01 249.42796400959100 2014-03-01 250.06418416077800 2014-04-01 248.31238151001400 2014-05-01 248.81939943005700 2014-06-01 247.10921653936000 2014-07-01 249.61762313920200 2014-08-01 250.78601059359298 2014-09-01 249.95031340761398 2014-10-01 249.71894909091802 2014-11-01 249.37553997532700 2014-12-01 248.69706598495998 2015-01-01 247.61202917678398 2015-02-01 249.75625405239600 2015-03-01 250.10632588861500 2015-04-01 250.88378724859800 2015-05-01 251.91571896764100 2015-06-01 252.49022281576600 2015-07-01 252.27185001330798 2015-08-01 251.68246940534198 2015-09-01 252.40300035074000 2015-10-01 256.28839185893300 2015-11-01 254.80338533131803 2015-12-01 256.15486407463700 2016-01-01 255.78083873394698 2016-02-01 256.37383514007400 2016-03-01 253.74435334552800 2016-04-01 258.22532925937800 2016-05-01 257.53539371285300 2016-06-01 258.04606287900200 2016-07-01 257.78179346756804 2016-08-01 256.60158263356300 2016-09-01 257.64228714431900 2016-10-01 255.27607834646500 2016-11-01 253.52950978035200 2016-12-01 253.14543670061500 2017-01-01 255.37657755635800 2017-02-01 256.11893752435900 2017-03-01 257.57988507573300 2017-04-01 254.59995934734600 2017-05-01 254.90605610380600 2017-06-01 254.36693015867900 2017-07-01 260.69379936590695 2017-08-01 258.69907969423200 2017-09-01 259.79514556042900 2017-10-01 258.50987608795504 2017-11-01 258.89129999426000 2017-12-01 257.95207707847700 2018-01-01 259.68516317105400 2018-02-01 259.18925846701000 2018-03-01 260.42104516677200 2018-04-01 263.54528420591100 2018-05-01 264.80647133673700 2018-06-01 265.62055461378100 2018-07-01 264.85137417365000 2018-08-01 266.03369424808100 2018-09-01 266.93967550311600 2018-10-01 268.91456811111200 2018-11-01 270.72236770528600 2018-12-01 270.74754760582700 2019-01-01 268.82611977368600 2019-02-01 268.19476226328703 2019-03-01 271.58835810646303 2019-04-01 264.67310726086400 2019-05-01 267.54261867379796 2019-06-01 269.47752784759996 2019-07-01 268.75902225450000 2019-08-01 270.38152551681900 2019-09-01 268.42980949022700 2019-10-01 264.38088815125900 2019-11-01 265.86076662807900 2019-12-01 267.38747253594100 2020-01-01 265.62726074927900 2020-02-01 265.40277167277696 2020-03-01 258.74669665255800 2020-04-01 215.66020176225499 2020-05-01 220.03190150185700 2020-06-01 224.86815411571400 2020-07-01 227.13267994180200 2020-08-01 228.37724219500100 2020-09-01 228.06351441521800 2020-10-01 232.14248363558102 2020-11-01 236.02372499485298 2020-12-01 238.28299613262200 2021-01-01 243.55403594031800 2021-02-01 247.42700691770500 2021-03-01 249.71370486753300 2021-04-01 252.10147574028198 2021-05-01 254.28535797740398 2021-06-01 253.05803340754798 2021-07-01 255.37414360783200 2021-08-01 255.83354042603600 2021-09-01 256.52900295219297 2021-10-01 264.26278302965300 2021-11-01 266.62022740897200 2021-12-01 267.50636603439096 2022-01-01 266.51498445466400 2022-02-01 270.76156923829000 2022-03-01 269.85518334389900 2022-04-01 273.01817592975100 2022-05-01 273.78449939168400 2022-06-01 271.82573660152804 2022-07-01 273.66489777313000 2022-08-01 273.34551969020697 2022-09-01 276.46564382926897 2022-10-01 275.14253062362100 2022-11-01 272.93827361085500 2022-12-01 271.90345986574400 2023-01-01 270.62850890433500 2023-02-01 267.43408178443804 2023-03-01 267.02835002238800 2023-04-01 265.56743615700196 2023-05-01 266.56021172513000 2023-06-01 262.84368947715600 2023-07-01 256.86420539238100 2023-08-01 259.06971110413200 2023-09-01 257.40327386100900 2023-10-01 254.57648555185100 2023-11-01 252.95904943869900 2023-12-01 253.01417010602500 2024-01-01 256.37801252308100 2024-02-01 255.45800762348702 2024-03-01 257.74382157422100 2024-04-01 256.93190439924500