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 2026-09-01 |
| Last Updated | 2026-10-20 9:59 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 | 229.3097653500 |
| 1990-02-01 | 229.4692997845 |
| 1990-03-01 | 229.8358712596 |
| 1990-04-01 | 223.3801707985 |
| 1990-05-01 | 225.1772274486 |
| 1990-06-01 | 222.8366795658 |
| 1990-07-01 | 218.8656882222 |
| 1990-08-01 | 217.8172406868 |
| 1990-09-01 | 216.7542948307 |
| 1990-10-01 | 214.9693552040 |
| 1990-11-01 | 213.8264080118 |
| 1990-12-01 | 211.8931000419 |
| 1991-01-01 | 207.0249769540 |
| 1991-02-01 | 205.4334259415 |
| 1991-03-01 | 202.6741807531 |
| 1991-04-01 | 199.9948553371 |
| 1991-05-01 | 198.0352594194 |
| 1991-06-01 | 196.0500517176 |
| 1991-07-01 | 195.8546217798 |
| 1991-08-01 | 195.8085209376 |
| 1991-09-01 | 195.6375408807 |
| 1991-10-01 | 195.1754158783 |
| 1991-11-01 | 194.0198116237 |
| 1991-12-01 | 193.4399278256 |
| 1992-01-01 | 210.9869274622 |
| 1992-02-01 | 190.9310753756 |
| 1992-03-01 | 191.5176216367 |
| 1992-04-01 | 193.8577262890 |
| 1992-05-01 | 194.5888652871 |
| 1992-06-01 | 195.3338241416 |
| 1992-07-01 | 197.6324157521 |
| 1992-08-01 | 197.4170030785 |
| 1992-09-01 | 197.4330585100 |
| 1992-10-01 | 197.5015177979 |
| 1992-11-01 | 197.2881395792 |
| 1992-12-01 | 198.1147095470 |
| 1993-01-01 | 211.3667051557 |
| 1993-02-01 | 212.7509219141 |
| 1993-03-01 | 212.9441197674 |
| 1993-04-01 | 212.8879332460 |
| 1993-05-01 | 213.1732576533 |
| 1993-06-01 | 214.7369080713 |
| 1993-07-01 | 217.6400697177 |
| 1993-08-01 | 219.1504936829 |
| 1993-09-01 | 220.0487065002 |
| 1993-10-01 | 205.8977882001 |
| 1993-11-01 | 205.8802370791 |
| 1993-12-01 | 208.1448623119 |
| 1994-01-01 | 217.0130693895 |
| 1994-02-01 | 221.5298218753 |
| 1994-03-01 | 223.0100751353 |
| 1994-04-01 | 218.4580614334 |
| 1994-05-01 | 219.8168573041 |
| 1994-06-01 | 220.6224018925 |
| 1994-07-01 | 219.5461873180 |
| 1994-08-01 | 220.8930806300 |
| 1994-09-01 | 222.7229478847 |
| 1994-10-01 | 225.9390509608 |
| 1994-11-01 | 227.1642348164 |
| 1994-12-01 | 229.6031230405 |
| 1995-01-01 | 226.8205220355 |
| 1995-02-01 | 230.0109208461 |
| 1995-03-01 | 229.9275760530 |
| 1995-04-01 | 230.3113176812 |
| 1995-05-01 | 231.6585542381 |
| 1995-06-01 | 233.9923367917 |
| 1995-07-01 | 225.7952316942 |
| 1995-08-01 | 230.1520463290 |
| 1995-09-01 | 231.1717799262 |
| 1995-10-01 | 228.7045633485 |
| 1995-11-01 | 230.9104399656 |
| 1995-12-01 | 229.3412857236 |
| 1996-01-01 | 235.5771245355 |
| 1996-02-01 | 233.3139723827 |
| 1996-03-01 | 235.6188901433 |
| 1996-04-01 | 240.2974225749 |
| 1996-05-01 | 242.2613178409 |
| 1996-06-01 | 243.8454685194 |
| 1996-07-01 | 246.5951093502 |
| 1996-08-01 | 245.9130953838 |
| 1996-09-01 | 247.1924007576 |
| 1996-10-01 | 250.2230177468 |
| 1996-11-01 | 250.5081263540 |
| 1996-12-01 | 253.0252059644 |
| 1997-01-01 | 244.8558130833 |
| 1997-02-01 | 246.4273012976 |
| 1997-03-01 | 248.4851150756 |
| 1997-04-01 | 250.4304778165 |
| 1997-05-01 | 251.4494818299 |
| 1997-06-01 | 255.2034038504 |
| 1997-07-01 | 255.4763710269 |
| 1997-08-01 | 258.6812650437 |
| 1997-09-01 | 260.4439552839 |
| 1997-10-01 | 263.4412610405 |
| 1997-11-01 | 264.8011950131 |
| 1997-12-01 | 266.0042717937 |
| 1998-01-01 | 265.1541670559 |
| 1998-02-01 | 267.7142310121 |
| 1998-03-01 | 267.3332438257 |
| 1998-04-01 | 261.5732846307 |
| 1998-05-01 | 267.3705994278 |
| 1998-06-01 | 266.8787285138 |
| 1998-07-01 | 265.7112563497 |
| 1998-08-01 | 269.3711365702 |
| 1998-09-01 | 267.9827378923 |
| 1998-10-01 | 267.9389648623 |
| 1998-11-01 | 268.3878374440 |
| 1998-12-01 | 268.9400192672 |
| 1999-01-01 | 253.0508414828 |
| 1999-02-01 | 253.0524573002 |
| 1999-03-01 | 256.0631353413 |
| 1999-04-01 | 268.7981214833 |
| 1999-05-01 | 269.9547195341 |
| 1999-06-01 | 272.0365860547 |
| 1999-07-01 | 274.3533207101 |
| 1999-08-01 | 273.0854690009 |
| 1999-09-01 | 276.1429230798 |
| 1999-10-01 | 276.1538057929 |
| 1999-11-01 | 279.3812956344 |
| 1999-12-01 | 281.8089419336 |
| 2000-01-01 | 270.5200010531 |
| 2000-02-01 | 271.5372882234 |
| 2000-03-01 | 272.0871514575 |
| 2000-04-01 | 276.0097698727 |
| 2000-05-01 | 274.7792396246 |
| 2000-06-01 | 275.3566271485 |
| 2000-07-01 | 279.1110284609 |
| 2000-08-01 | 278.9955669209 |
| 2000-09-01 | 279.4805434618 |
| 2000-10-01 | 282.2849055608 |
| 2000-11-01 | 280.7187847395 |
| 2000-12-01 | 277.3800647126 |
| 2001-01-01 | 277.0789406124 |
| 2001-02-01 | 279.3686839603 |
| 2001-03-01 | 277.4479469863 |
| 2001-04-01 | 271.1398609037 |
| 2001-05-01 | 272.9956507445 |
| 2001-06-01 | 270.9100645495 |
| 2001-07-01 | 269.2097336110 |
| 2001-08-01 | 269.5846524594 |
| 2001-09-01 | 270.5492746397 |
| 2001-10-01 | 266.1610473125 |
| 2001-11-01 | 262.5875705239 |
| 2001-12-01 | 262.4543895679 |
| 2002-01-01 | 262.9426664092 |
| 2002-02-01 | 260.1553452611 |
| 2002-03-01 | 260.5735719190 |
| 2002-04-01 | 262.3952258649 |
| 2002-05-01 | 264.3518708655 |
| 2002-06-01 | 264.2337661593 |
| 2002-07-01 | 261.9438644335 |
| 2002-08-01 | 261.6077038288 |
| 2002-09-01 | 261.2855438930 |
| 2002-10-01 | 259.0129129976 |
| 2002-11-01 | 258.9630076650 |
| 2002-12-01 | 259.3172807291 |
| 2003-01-01 | 256.2681887316 |
| 2003-02-01 | 254.5957217042 |
| 2003-03-01 | 253.4223480285 |
| 2003-04-01 | 251.2704209562 |
| 2003-05-01 | 249.8768489857 |
| 2003-06-01 | 248.5251178977 |
| 2003-07-01 | 246.3767262984 |
| 2003-08-01 | 246.2357017974 |
| 2003-09-01 | 245.1350751022 |
| 2003-10-01 | 244.9602985074 |
| 2003-11-01 | 242.4900921736 |
| 2003-12-01 | 244.5613779023 |
| 2004-01-01 | 247.7803305515 |
| 2004-02-01 | 251.4171847576 |
| 2004-03-01 | 251.7948052869 |
| 2004-04-01 | 250.0829956871 |
| 2004-05-01 | 251.3643639322 |
| 2004-06-01 | 252.7740104988 |
| 2004-07-01 | 255.6542070789 |
| 2004-08-01 | 253.5508759182 |
| 2004-09-01 | 252.3074881801 |
| 2004-10-01 | 252.9256152346 |
| 2004-11-01 | 253.0787227772 |
| 2004-12-01 | 252.6905518805 |
| 2005-01-01 | 253.4652213198 |
| 2005-02-01 | 252.8598458560 |
| 2005-03-01 | 251.5673437090 |
| 2005-04-01 | 253.1980931346 |
| 2005-05-01 | 252.3775198067 |
| 2005-06-01 | 252.9629707074 |
| 2005-07-01 | 255.1530781915 |
| 2005-08-01 | 255.5275023235 |
| 2005-09-01 | 257.6880321407 |
| 2005-10-01 | 259.5682024035 |
| 2005-11-01 | 260.8158414368 |
| 2005-12-01 | 261.6901864742 |
| 2006-01-01 | 262.4663047462 |
| 2006-02-01 | 263.0860088014 |
| 2006-03-01 | 264.1223441165 |
| 2006-04-01 | 266.7889187592 |
| 2006-05-01 | 269.0125230820 |
| 2006-06-01 | 270.8253338956 |
| 2006-07-01 | 270.3930097622 |
| 2006-08-01 | 271.1962073562 |
| 2006-09-01 | 270.7404102933 |
| 2006-10-01 | 271.7713703630 |
| 2006-11-01 | 272.5497063596 |
| 2006-12-01 | 272.3304433169 |
| 2007-01-01 | 271.7618645787 |
| 2007-02-01 | 273.3129873716 |
| 2007-03-01 | 274.7183270923 |
| 2007-04-01 | 268.3866107630 |
| 2007-05-01 | 267.6391168901 |
| 2007-06-01 | 268.6738666631 |
| 2007-07-01 | 268.0973076528 |
| 2007-08-01 | 267.6906752428 |
| 2007-09-01 | 267.2171286383 |
| 2007-10-01 | 265.1791899587 |
| 2007-11-01 | 263.9601846922 |
| 2007-12-01 | 263.6907547297 |
| 2008-01-01 | 256.8823475725 |
| 2008-02-01 | 257.3344322849 |
| 2008-03-01 | 256.9331981109 |
| 2008-04-01 | 255.4689982010 |
| 2008-05-01 | 254.6221941768 |
| 2008-06-01 | 253.6037861235 |
| 2008-07-01 | 253.8870894266 |
| 2008-08-01 | 251.2131336647 |
| 2008-09-01 | 248.8836179745 |
| 2008-10-01 | 244.2374861941 |
| 2008-11-01 | 240.4979098914 |
| 2008-12-01 | 237.5216447767 |
| 2009-01-01 | 231.6740520622 |
| 2009-02-01 | 227.4121759930 |
| 2009-03-01 | 224.5767444184 |
| 2009-04-01 | 218.1835668410 |
| 2009-05-01 | 217.7376629869 |
| 2009-06-01 | 215.4673777679 |
| 2009-07-01 | 213.6657958396 |
| 2009-08-01 | 212.7283488805 |
| 2009-09-01 | 212.8611309147 |
| 2009-10-01 | 212.9722507081 |
| 2009-11-01 | 213.6311824106 |
| 2009-12-01 | 214.2663587398 |
| 2010-01-01 | 221.7005791418 |
| 2010-02-01 | 219.8351448425 |
| 2010-03-01 | 220.2272009828 |
| 2010-04-01 | 222.4962879698 |
| 2010-05-01 | 222.8729709794 |
| 2010-06-01 | 223.7874151914 |
| 2010-07-01 | 223.4808991112 |
| 2010-08-01 | 224.3954419700 |
| 2010-09-01 | 223.7518841412 |
| 2010-10-01 | 227.4538538839 |
| 2010-11-01 | 226.8845992907 |
| 2010-12-01 | 226.7266293329 |
| 2011-01-01 | 227.6807791597 |
| 2011-02-01 | 227.6206919776 |
| 2011-03-01 | 226.5793508223 |
| 2011-04-01 | 226.9482842927 |
| 2011-05-01 | 227.7389969541 |
| 2011-06-01 | 227.8564475130 |
| 2011-07-01 | 227.7636220286 |
| 2011-08-01 | 225.5368094488 |
| 2011-09-01 | 228.2337854752 |
| 2011-10-01 | 228.5300935463 |
| 2011-11-01 | 227.8942041110 |
| 2011-12-01 | 229.0744837060 |
| 2012-01-01 | 231.5046237818 |
| 2012-02-01 | 235.0897492404 |
| 2012-03-01 | 237.3486905961 |
| 2012-04-01 | 238.9219827107 |
| 2012-05-01 | 239.7662182201 |
| 2012-06-01 | 242.9089124069 |
| 2012-07-01 | 240.9826859207 |
| 2012-08-01 | 240.7136253463 |
| 2012-09-01 | 241.7583171068 |
| 2012-10-01 | 240.3747985869 |
| 2012-11-01 | 245.8842288384 |
| 2012-12-01 | 245.8078515281 |
| 2013-01-01 | 246.3999424741 |
| 2013-02-01 | 246.8600013168 |
| 2013-03-01 | 247.6383762971 |
| 2013-04-01 | 248.8367838635 |
| 2013-05-01 | 250.6127811394 |
| 2013-06-01 | 250.5888342766 |
| 2013-07-01 | 253.5635735781 |
| 2013-08-01 | 255.7101108240 |
| 2013-09-01 | 256.6178839585 |
| 2013-10-01 | 257.1237928586 |
| 2013-11-01 | 263.8305812788 |
| 2013-12-01 | 262.9393338547 |
| 2014-01-01 | 262.7196313926 |
| 2014-02-01 | 259.1805055557 |
| 2014-03-01 | 260.1083473324 |
| 2014-04-01 | 258.2560139584 |
| 2014-05-01 | 258.7971787398 |
| 2014-06-01 | 257.0681258378 |
| 2014-07-01 | 259.4905820198 |
| 2014-08-01 | 260.7156358795 |
| 2014-09-01 | 259.7736533444 |
| 2014-10-01 | 259.4911090206 |
| 2014-11-01 | 259.3355536663 |
| 2014-12-01 | 258.9231543456 |
| 2015-01-01 | 257.8608585485 |
| 2015-02-01 | 259.9376942796 |
| 2015-03-01 | 260.3601841146 |
| 2015-04-01 | 260.7454669284 |
| 2015-05-01 | 261.7358661822 |
| 2015-06-01 | 262.4496988018 |
| 2015-07-01 | 262.2220947491 |
| 2015-08-01 | 261.5786459113 |
| 2015-09-01 | 262.3660352470 |
| 2015-10-01 | 266.0823488694 |
| 2015-11-01 | 264.8816361313 |
| 2015-12-01 | 266.2377960400 |
| 2016-01-01 | 265.9457839493 |
| 2016-02-01 | 266.5205470006 |
| 2016-03-01 | 264.1986006079 |
| 2016-04-01 | 268.3913788891 |
| 2016-05-01 | 267.6924200073 |
| 2016-06-01 | 268.4112725855 |
| 2016-07-01 | 268.0914661727 |
| 2016-08-01 | 266.9464504283 |
| 2016-09-01 | 267.8681717873 |
| 2016-10-01 | 265.7150574704 |
| 2016-11-01 | 264.1117065407 |
| 2016-12-01 | 263.9568541589 |
| 2017-01-01 | 265.9812391559 |
| 2017-02-01 | 266.9478711206 |
| 2017-03-01 | 268.6970700489 |
| 2017-04-01 | 265.1721887558 |
| 2017-05-01 | 265.6206319765 |
| 2017-06-01 | 265.1262570694 |
| 2017-07-01 | 271.2737390426 |
| 2017-08-01 | 269.1955865081 |
| 2017-09-01 | 269.9939822210 |
| 2017-10-01 | 268.9221017150 |
| 2017-11-01 | 269.1711566111 |
| 2017-12-01 | 268.1754596580 |
| 2018-01-01 | 269.8206126080 |
| 2018-02-01 | 269.0623799386 |
| 2018-03-01 | 270.6225385309 |
| 2018-04-01 | 274.8813149515 |
| 2018-05-01 | 276.1930981338 |
| 2018-06-01 | 277.0998682395 |
| 2018-07-01 | 276.5175519946 |
| 2018-08-01 | 277.7061478850 |
| 2018-09-01 | 278.6562447713 |
| 2018-10-01 | 280.7837298424 |
| 2018-11-01 | 282.4953847829 |
| 2018-12-01 | 282.7452325167 |
| 2019-01-01 | 280.8730168819 |
| 2019-02-01 | 280.2773034288 |
| 2019-03-01 | 283.9015628954 |
| 2019-04-01 | 276.5018331508 |
| 2019-05-01 | 279.5263614619 |
| 2019-06-01 | 281.4997009665 |
| 2019-07-01 | 280.7563251935 |
| 2019-08-01 | 282.3673228766 |
| 2019-09-01 | 280.3965601158 |
| 2019-10-01 | 276.5804864299 |
| 2019-11-01 | 277.8402048711 |
| 2019-12-01 | 279.4528020673 |
| 2020-01-01 | 277.4487939896 |
| 2020-02-01 | 277.4222055973 |
| 2020-03-01 | 270.7106378413 |
| 2020-04-01 | 226.8174743574 |
| 2020-05-01 | 231.1327439145 |
| 2020-06-01 | 236.3341560944 |
| 2020-07-01 | 238.9031602423 |
| 2020-08-01 | 240.1774401339 |
| 2020-09-01 | 239.9038451052 |
| 2020-10-01 | 244.1114471906 |
| 2020-11-01 | 248.0192881276 |
| 2020-12-01 | 250.1538367444 |
| 2021-01-01 | 255.6356159611 |
| 2021-02-01 | 259.2794972009 |
| 2021-03-01 | 261.6099120804 |
| 2021-04-01 | 263.5272637149 |
| 2021-05-01 | 265.6536136437 |
| 2021-06-01 | 264.8852345666 |
| 2021-07-01 | 268.0904100347 |
| 2021-08-01 | 267.6184719525 |
| 2021-09-01 | 268.4985947300 |
| 2021-10-01 | 276.3061126038 |
| 2021-11-01 | 278.9701128587 |
| 2021-12-01 | 279.7948260839 |
| 2022-01-01 | 279.2384125804 |
| 2022-02-01 | 282.8367151486 |
| 2022-03-01 | 282.0266618599 |
| 2022-04-01 | 284.8663253323 |
| 2022-05-01 | 285.4706718979 |
| 2022-06-01 | 284.8746966398 |
| 2022-07-01 | 288.0682207462 |
| 2022-08-01 | 286.0192060457 |
| 2022-09-01 | 289.1628785401 |
| 2022-10-01 | 287.9088502631 |
| 2022-11-01 | 286.1319634949 |
| 2022-12-01 | 284.9061609233 |
| 2023-01-01 | 284.6634657896 |
| 2023-02-01 | 280.8772308215 |
| 2023-03-01 | 280.4102383884 |
| 2023-04-01 | 279.6823221100 |
| 2023-05-01 | 280.5647994995 |
| 2023-06-01 | 279.1467104302 |
| 2023-07-01 | 275.6458194221 |
| 2023-08-01 | 275.5608436862 |
| 2023-09-01 | 274.1778415693 |
| 2023-10-01 | 273.2851381198 |
| 2023-11-01 | 272.3948927232 |
| 2023-12-01 | 273.1570730075 |
| 2024-01-01 | 279.2563792735 |
| 2024-02-01 | 275.8591460381 |
| 2024-03-01 | 276.8126504600 |
| 2024-04-01 | 276.1019109215 |
| 2024-05-01 | 277.3806106378 |
| 2024-06-01 | 276.1915591942 |
| 2024-07-01 | 273.6712992643 |
| 2024-08-01 | 277.4949040692 |
| 2024-09-01 | 274.9513750788 |
| 2024-10-01 | 275.4128939525 |
| 2024-11-01 | 274.7582377784 |
| 2024-12-01 | 273.9734580141 |
| 2025-01-01 | 272.4261585495 |
| 2025-02-01 | 273.4489295268 |
| 2025-03-01 | 274.8529201320 |
| 2025-04-01 | 274.7978290517 |
| 2025-05-01 | 274.2820025584 |
| 2025-06-01 | 272.1191533655 |
| 2025-07-01 | 272.4005187185 |
| 2025-08-01 | 275.1921774360 |
| 2025-09-01 | 276.1490447576 |
| 2025-10-01 | 274.8977240152 |
| 2025-11-01 | 275.0733829324 |
| 2025-12-01 | 276.7037027402 |
| 2026-01-01 | 275.8346011505 |
| 2026-02-01 | 275.9855688215 |
| 2026-03-01 | 275.9273287127 |
| 2026-04-01 | 276.3270586923 |
| 2026-05-01 | 274.8086486941 |
| 2026-06-01 | 278.3593787971 |
| 2026-07-01 | 276.1197099729 |
| 2026-08-01 | 275.6745777294 |
| 2026-09-01 | 276.8890624758 |