Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Los Angeles-Long Beach-Glendale, CA (MD)
| 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 2026-07-01 |
| Last Updated | 2026-08-21 7:25 PM 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 | 229.302466420565 |
| 1990-02-01 | 229.466846220938 |
| 1990-03-01 | 229.834265842641 |
| 1990-04-01 | 223.379151005716 |
| 1990-05-01 | 225.176974440441 |
| 1990-06-01 | 222.836951686559 |
| 1990-07-01 | 218.866521320469 |
| 1990-08-01 | 217.818626762785 |
| 1990-09-01 | 216.756158768906 |
| 1990-10-01 | 214.968905559014 |
| 1990-11-01 | 213.829080998407 |
| 1990-12-01 | 211.899126780081 |
| 1991-01-01 | 207.017678361531 |
| 1991-02-01 | 205.430870070794 |
| 1991-03-01 | 202.672579347676 |
| 1991-04-01 | 199.993838493468 |
| 1991-05-01 | 198.035046473020 |
| 1991-06-01 | 196.050403563340 |
| 1991-07-01 | 195.855584943358 |
| 1991-08-01 | 195.810079317419 |
| 1991-09-01 | 195.639637053287 |
| 1991-10-01 | 195.174707764351 |
| 1991-11-01 | 194.022356857050 |
| 1991-12-01 | 193.445452461208 |
| 1992-01-01 | 210.979400796650 |
| 1992-02-01 | 190.928711001385 |
| 1992-03-01 | 191.516174639352 |
| 1992-04-01 | 193.856798959405 |
| 1992-05-01 | 194.588704632433 |
| 1992-06-01 | 195.334374957900 |
| 1992-07-01 | 197.633590531336 |
| 1992-08-01 | 197.418731120477 |
| 1992-09-01 | 197.435382791723 |
| 1992-10-01 | 197.500636863071 |
| 1992-11-01 | 197.290391636116 |
| 1992-12-01 | 198.118992427139 |
| 1993-01-01 | 211.359145528563 |
| 1993-02-01 | 212.749135667902 |
| 1993-03-01 | 212.943021453782 |
| 1993-04-01 | 212.887179087784 |
| 1993-05-01 | 213.173207833520 |
| 1993-06-01 | 214.737676807641 |
| 1993-07-01 | 217.641366328720 |
| 1993-08-01 | 219.152184321602 |
| 1993-09-01 | 220.050886417830 |
| 1993-10-01 | 205.896991021410 |
| 1993-11-01 | 205.881958103171 |
| 1993-12-01 | 208.147815114403 |
| 1994-01-01 | 217.006150238481 |
| 1994-02-01 | 221.528517255143 |
| 1994-03-01 | 223.009320791629 |
| 1994-04-01 | 218.457576538291 |
| 1994-05-01 | 219.816958231406 |
| 1994-06-01 | 220.623305078246 |
| 1994-07-01 | 219.547471402291 |
| 1994-08-01 | 220.894620466281 |
| 1994-09-01 | 222.724951344775 |
| 1994-10-01 | 225.938072088933 |
| 1994-11-01 | 227.165341285071 |
| 1994-12-01 | 229.604677377416 |
| 1995-01-01 | 226.815006488012 |
| 1995-02-01 | 230.010141101017 |
| 1995-03-01 | 229.927241321682 |
| 1995-04-01 | 230.311109080943 |
| 1995-05-01 | 231.658806052023 |
| 1995-06-01 | 233.993213878590 |
| 1995-07-01 | 225.796279500510 |
| 1995-08-01 | 230.153220052616 |
| 1995-09-01 | 231.173076746906 |
| 1995-10-01 | 228.703743836155 |
| 1995-11-01 | 230.910884399303 |
| 1995-12-01 | 229.341955830471 |
| 1996-01-01 | 235.573364854957 |
| 1996-02-01 | 233.313654219481 |
| 1996-03-01 | 235.618919012509 |
| 1996-04-01 | 240.297407780544 |
| 1996-05-01 | 242.261607898901 |
| 1996-06-01 | 243.846193297978 |
| 1996-07-01 | 246.595824969852 |
| 1996-08-01 | 245.913832118952 |
| 1996-09-01 | 247.192970086391 |
| 1996-10-01 | 250.222433053107 |
| 1996-11-01 | 250.508051726249 |
| 1996-12-01 | 253.025106911392 |
| 1997-01-01 | 244.853809058212 |
| 1997-02-01 | 246.427524594135 |
| 1997-03-01 | 248.485455644620 |
| 1997-04-01 | 250.430513606788 |
| 1997-05-01 | 251.449738720481 |
| 1997-06-01 | 255.203877780511 |
| 1997-07-01 | 255.476722586005 |
| 1997-08-01 | 258.681614408282 |
| 1997-09-01 | 260.443877629345 |
| 1997-10-01 | 263.441027870694 |
| 1997-11-01 | 264.800819876295 |
| 1997-12-01 | 266.003651374448 |
| 1998-01-01 | 265.153659260163 |
| 1998-02-01 | 267.714731082756 |
| 1998-03-01 | 267.333722206389 |
| 1998-04-01 | 261.573271110535 |
| 1998-05-01 | 267.370801910171 |
| 1998-06-01 | 266.878962702785 |
| 1998-07-01 | 265.711351247230 |
| 1998-08-01 | 269.371297934764 |
| 1998-09-01 | 267.982523848400 |
| 1998-10-01 | 267.938642387347 |
| 1998-11-01 | 268.387362384182 |
| 1998-12-01 | 268.939123670539 |
| 1999-01-01 | 253.051323079081 |
| 1999-02-01 | 253.053044912806 |
| 1999-03-01 | 256.063665736709 |
| 1999-04-01 | 268.798040901796 |
| 1999-05-01 | 269.954874088822 |
| 1999-06-01 | 272.036644868313 |
| 1999-07-01 | 274.353272343756 |
| 1999-08-01 | 273.085568039566 |
| 1999-09-01 | 276.142668731632 |
| 1999-10-01 | 276.153488598781 |
| 1999-11-01 | 279.380860833601 |
| 1999-12-01 | 281.807976360701 |
| 2000-01-01 | 270.520757523286 |
| 2000-02-01 | 271.537929709753 |
| 2000-03-01 | 272.087681343793 |
| 2000-04-01 | 276.009642386816 |
| 2000-05-01 | 274.779333960336 |
| 2000-06-01 | 275.356630281514 |
| 2000-07-01 | 279.110951159103 |
| 2000-08-01 | 278.995598159989 |
| 2000-09-01 | 279.480332699581 |
| 2000-10-01 | 282.284654618314 |
| 2000-11-01 | 280.718414257616 |
| 2000-12-01 | 277.379193908378 |
| 2001-01-01 | 277.079634844883 |
| 2001-02-01 | 279.369268734062 |
| 2001-03-01 | 277.448399942162 |
| 2001-04-01 | 271.139747311823 |
| 2001-05-01 | 272.995717636728 |
| 2001-06-01 | 270.910047524974 |
| 2001-07-01 | 269.209657939885 |
| 2001-08-01 | 269.584637134980 |
| 2001-09-01 | 270.549127687192 |
| 2001-10-01 | 266.160891791601 |
| 2001-11-01 | 262.587327432124 |
| 2001-12-01 | 262.453697673876 |
| 2002-01-01 | 262.943160305746 |
| 2002-02-01 | 260.155780657039 |
| 2002-03-01 | 260.573897370770 |
| 2002-04-01 | 262.395157897898 |
| 2002-05-01 | 264.351921533959 |
| 2002-06-01 | 264.233751333711 |
| 2002-07-01 | 261.943810922789 |
| 2002-08-01 | 261.607654260894 |
| 2002-09-01 | 261.285459652793 |
| 2002-10-01 | 259.012837642834 |
| 2002-11-01 | 258.962865486323 |
| 2002-12-01 | 259.316879826374 |
| 2003-01-01 | 256.268434275659 |
| 2003-02-01 | 254.595976194252 |
| 2003-03-01 | 253.422541528331 |
| 2003-04-01 | 251.270405368142 |
| 2003-05-01 | 249.876883532323 |
| 2003-06-01 | 248.525104554758 |
| 2003-07-01 | 246.376685121021 |
| 2003-08-01 | 246.235676562832 |
| 2003-09-01 | 245.135021512777 |
| 2003-10-01 | 244.960266875744 |
| 2003-11-01 | 242.490027806351 |
| 2003-12-01 | 244.561214244562 |
| 2004-01-01 | 247.780395088129 |
| 2004-02-01 | 251.417301958738 |
| 2004-03-01 | 251.794914607893 |
| 2004-04-01 | 250.083003847749 |
| 2004-05-01 | 251.364375143513 |
| 2004-06-01 | 252.774003344125 |
| 2004-07-01 | 255.654183646843 |
| 2004-08-01 | 253.550866977666 |
| 2004-09-01 | 252.307458312660 |
| 2004-10-01 | 252.925603568491 |
| 2004-11-01 | 253.078680656680 |
| 2004-12-01 | 252.690517095837 |
| 2005-01-01 | 253.465222064844 |
| 2005-02-01 | 252.859892730661 |
| 2005-03-01 | 251.567406214568 |
| 2005-04-01 | 253.198100803940 |
| 2005-05-01 | 252.377518012684 |
| 2005-06-01 | 252.962966215180 |
| 2005-07-01 | 255.153065195258 |
| 2005-08-01 | 255.527498551087 |
| 2005-09-01 | 257.688012752701 |
| 2005-10-01 | 259.568200832362 |
| 2005-11-01 | 260.815829281290 |
| 2005-12-01 | 261.690168046227 |
| 2006-01-01 | 262.466303955610 |
| 2006-02-01 | 263.086033502783 |
| 2006-03-01 | 264.122378084899 |
| 2006-04-01 | 266.788918919677 |
| 2006-05-01 | 269.012521001366 |
| 2006-06-01 | 270.825331033972 |
| 2006-07-01 | 270.393001044303 |
| 2006-08-01 | 271.196204528670 |
| 2006-09-01 | 270.740397711835 |
| 2006-10-01 | 271.771370545965 |
| 2006-11-01 | 272.549701923129 |
| 2006-12-01 | 272.330436476575 |
| 2007-01-01 | 271.761865996762 |
| 2007-02-01 | 273.313000607058 |
| 2007-03-01 | 274.718344389924 |
| 2007-04-01 | 268.386610667564 |
| 2007-05-01 | 267.639115026575 |
| 2007-06-01 | 268.673863965225 |
| 2007-07-01 | 268.097301912573 |
| 2007-08-01 | 267.690673056675 |
| 2007-09-01 | 267.217121920123 |
| 2007-10-01 | 265.179189552108 |
| 2007-11-01 | 263.960183839301 |
| 2007-12-01 | 263.690755548398 |
| 2008-01-01 | 256.882349948709 |
| 2008-02-01 | 257.334436068256 |
| 2008-03-01 | 256.933202283300 |
| 2008-04-01 | 255.469000410181 |
| 2008-05-01 | 254.622193324876 |
| 2008-06-01 | 253.603784120979 |
| 2008-07-01 | 253.887087082986 |
| 2008-08-01 | 251.213131852394 |
| 2008-09-01 | 248.883616268572 |
| 2008-10-01 | 244.237485399858 |
| 2008-11-01 | 240.497909477898 |
| 2008-12-01 | 237.521646072373 |
| 2009-01-01 | 231.674053682890 |
| 2009-02-01 | 227.412177496267 |
| 2009-03-01 | 224.576746001132 |
| 2009-04-01 | 218.183567911989 |
| 2009-05-01 | 217.737662745904 |
| 2009-06-01 | 215.467375048751 |
| 2009-07-01 | 213.665795506797 |
| 2009-08-01 | 212.728348607066 |
| 2009-09-01 | 212.861129802614 |
| 2009-10-01 | 212.972249634824 |
| 2009-11-01 | 213.631181645884 |
| 2009-12-01 | 214.266359655420 |
| 2010-01-01 | 221.700580712646 |
| 2010-02-01 | 219.835146445918 |
| 2010-03-01 | 220.227202454179 |
| 2010-04-01 | 222.496289206926 |
| 2010-05-01 | 222.872971352874 |
| 2010-06-01 | 223.787410339644 |
| 2010-07-01 | 223.480900136133 |
| 2010-08-01 | 224.395442380602 |
| 2010-09-01 | 223.751883044121 |
| 2010-10-01 | 227.453852328731 |
| 2010-11-01 | 226.884597889186 |
| 2010-12-01 | 226.726626253848 |
| 2011-01-01 | 227.680778789712 |
| 2011-02-01 | 227.620703602203 |
| 2011-03-01 | 226.579350480790 |
| 2011-04-01 | 226.948284668363 |
| 2011-05-01 | 227.738997865075 |
| 2011-06-01 | 227.856443672324 |
| 2011-07-01 | 227.763623132126 |
| 2011-08-01 | 225.536809336428 |
| 2011-09-01 | 228.233783271104 |
| 2011-10-01 | 228.530089882712 |
| 2011-11-01 | 227.894199826849 |
| 2011-12-01 | 229.074474905178 |
| 2012-01-01 | 231.504621705573 |
| 2012-02-01 | 235.089773291910 |
| 2012-03-01 | 237.348692408688 |
| 2012-04-01 | 238.921985107835 |
| 2012-05-01 | 239.766220626843 |
| 2012-06-01 | 242.908911614798 |
| 2012-07-01 | 240.982685022428 |
| 2012-08-01 | 240.713621003875 |
| 2012-09-01 | 241.758308781155 |
| 2012-10-01 | 240.374796292609 |
| 2012-11-01 | 245.884215246237 |
| 2012-12-01 | 245.807832785040 |
| 2013-01-01 | 246.399938848089 |
| 2013-02-01 | 246.860041872614 |
| 2013-03-01 | 247.638380720769 |
| 2013-04-01 | 248.836797681407 |
| 2013-05-01 | 250.612791760911 |
| 2013-06-01 | 250.588845389892 |
| 2013-07-01 | 253.563584330950 |
| 2013-08-01 | 255.710118102723 |
| 2013-09-01 | 256.617834716744 |
| 2013-10-01 | 257.123777748715 |
| 2013-11-01 | 263.830529136789 |
| 2013-12-01 | 262.939255175182 |
| 2014-01-01 | 262.719603677236 |
| 2014-02-01 | 259.180558660883 |
| 2014-03-01 | 260.108494161145 |
| 2014-04-01 | 258.256075089063 |
| 2014-05-01 | 258.797224947002 |
| 2014-06-01 | 257.068160306851 |
| 2014-07-01 | 259.490581435105 |
| 2014-08-01 | 260.715645319763 |
| 2014-09-01 | 259.773533668903 |
| 2014-10-01 | 259.491020796962 |
| 2014-11-01 | 259.335358267575 |
| 2014-12-01 | 258.922897029406 |
| 2015-01-01 | 257.860764597288 |
| 2015-02-01 | 259.937852891683 |
| 2015-03-01 | 260.360669095961 |
| 2015-04-01 | 260.745771248728 |
| 2015-05-01 | 261.736045026612 |
| 2015-06-01 | 262.449724651827 |
| 2015-07-01 | 262.221986202568 |
| 2015-08-01 | 261.578590995485 |
| 2015-09-01 | 262.365782428070 |
| 2015-10-01 | 266.082057815185 |
| 2015-11-01 | 264.881189406656 |
| 2015-12-01 | 266.237266385993 |
| 2016-01-01 | 265.945457191487 |
| 2016-02-01 | 266.520517362380 |
| 2016-03-01 | 264.200326717115 |
| 2016-04-01 | 268.392573630065 |
| 2016-05-01 | 267.692403844458 |
| 2016-06-01 | 268.411064987233 |
| 2016-07-01 | 268.091102323271 |
| 2016-08-01 | 266.946206852150 |
| 2016-09-01 | 267.867713150922 |
| 2016-10-01 | 265.714630680720 |
| 2016-11-01 | 264.110782659412 |
| 2016-12-01 | 263.956035362880 |
| 2017-01-01 | 265.980480585395 |
| 2017-02-01 | 266.947275527290 |
| 2017-03-01 | 268.700633777405 |
| 2017-04-01 | 265.175989304057 |
| 2017-05-01 | 265.619832075171 |
| 2017-06-01 | 265.125366865971 |
| 2017-07-01 | 271.272765245017 |
| 2017-08-01 | 269.194780829578 |
| 2017-09-01 | 269.993058148307 |
| 2017-10-01 | 268.921567403014 |
| 2017-11-01 | 269.169942067458 |
| 2017-12-01 | 268.174470819552 |
| 2018-01-01 | 269.819498763081 |
| 2018-02-01 | 269.061426669993 |
| 2018-03-01 | 270.628179800042 |
| 2018-04-01 | 274.888057850618 |
| 2018-05-01 | 276.191866732929 |
| 2018-06-01 | 277.098185329803 |
| 2018-07-01 | 276.515124581146 |
| 2018-08-01 | 277.703390739053 |
| 2018-09-01 | 278.656149197257 |
| 2018-10-01 | 280.782173351857 |
| 2018-11-01 | 282.493571446246 |
| 2018-12-01 | 282.744216228135 |
| 2019-01-01 | 280.871919942321 |
| 2019-02-01 | 280.277145099414 |
| 2019-03-01 | 283.909995979346 |
| 2019-04-01 | 276.512294729183 |
| 2019-05-01 | 279.525838940169 |
| 2019-06-01 | 281.498020595017 |
| 2019-07-01 | 280.753422522014 |
| 2019-08-01 | 282.351481270224 |
| 2019-09-01 | 280.398831139023 |
| 2019-10-01 | 276.579016222268 |
| 2019-11-01 | 277.838849290179 |
| 2019-12-01 | 279.452701509705 |
| 2020-01-01 | 277.449540951531 |
| 2020-02-01 | 277.424720932520 |
| 2020-03-01 | 270.722901157042 |
| 2020-04-01 | 226.832214237213 |
| 2020-05-01 | 231.134539164886 |
| 2020-06-01 | 236.331268364381 |
| 2020-07-01 | 238.895895302014 |
| 2020-08-01 | 240.144035296749 |
| 2020-09-01 | 239.905877809406 |
| 2020-10-01 | 244.110219480583 |
| 2020-11-01 | 248.020367920108 |
| 2020-12-01 | 250.156643321862 |
| 2021-01-01 | 255.644252096516 |
| 2021-02-01 | 259.288349827571 |
| 2021-03-01 | 261.627520551354 |
| 2021-04-01 | 263.546253141965 |
| 2021-05-01 | 265.659485086214 |
| 2021-06-01 | 264.886602360460 |
| 2021-07-01 | 268.053272144417 |
| 2021-08-01 | 267.544982658060 |
| 2021-09-01 | 268.511035752579 |
| 2021-10-01 | 276.316815642842 |
| 2021-11-01 | 278.983967444405 |
| 2021-12-01 | 279.808054964561 |
| 2022-01-01 | 279.269979421501 |
| 2022-02-01 | 282.851743732868 |
| 2022-03-01 | 282.044361587444 |
| 2022-04-01 | 284.881147024648 |
| 2022-05-01 | 285.469289034517 |
| 2022-06-01 | 284.885785099270 |
| 2022-07-01 | 287.963755023549 |
| 2022-08-01 | 285.908295409189 |
| 2022-09-01 | 289.188557830470 |
| 2022-10-01 | 287.946250070719 |
| 2022-11-01 | 286.179992081439 |
| 2022-12-01 | 284.946556821389 |
| 2023-01-01 | 284.726098086190 |
| 2023-02-01 | 280.902719154431 |
| 2023-03-01 | 280.420960587966 |
| 2023-04-01 | 279.671177625176 |
| 2023-05-01 | 280.533883064870 |
| 2023-06-01 | 279.212604780690 |
| 2023-07-01 | 275.392382044790 |
| 2023-08-01 | 275.369588571770 |
| 2023-09-01 | 274.279496206218 |
| 2023-10-01 | 273.387151787965 |
| 2023-11-01 | 272.498912580672 |
| 2023-12-01 | 273.243384190505 |
| 2024-01-01 | 279.351127294998 |
| 2024-02-01 | 275.876909185802 |
| 2024-03-01 | 276.795558039113 |
| 2024-04-01 | 276.052048491800 |
| 2024-05-01 | 277.306999980113 |
| 2024-06-01 | 276.301790690189 |
| 2024-07-01 | 273.331572146962 |
| 2024-08-01 | 277.198821356933 |
| 2024-09-01 | 275.089973840512 |
| 2024-10-01 | 275.589942518923 |
| 2024-11-01 | 274.927284786746 |
| 2024-12-01 | 274.113062082879 |
| 2025-01-01 | 272.551139791986 |
| 2025-02-01 | 273.461850100631 |
| 2025-03-01 | 274.805922620338 |
| 2025-04-01 | 274.705144264812 |
| 2025-05-01 | 274.165196495703 |
| 2025-06-01 | 272.282080815060 |
| 2025-07-01 | 271.987612728627 |
| 2025-08-01 | 274.775854781276 |
| 2025-09-01 | 276.333793420474 |
| 2025-10-01 | 275.151593062323 |
| 2025-11-01 | 275.299049432953 |
| 2025-12-01 | 276.890119108523 |
| 2026-01-01 | 275.984989719843 |
| 2026-02-01 | 275.986435441386 |
| 2026-03-01 | 275.849543284849 |
| 2026-04-01 | 276.201658439851 |
| 2026-05-01 | 274.658860193237 |
| 2026-06-01 | 278.540284749131 |
| 2026-07-01 | 276.019343846823 |