Table Data - All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806056130001SA |
| 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 10:04 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 | 115.9614510771 |
| 1990-02-01 | 115.3854376002 |
| 1990-03-01 | 114.7462055250 |
| 1990-04-01 | 110.8002180898 |
| 1990-05-01 | 111.2173923880 |
| 1990-06-01 | 110.6486680728 |
| 1990-07-01 | 109.9777275242 |
| 1990-08-01 | 109.0196240887 |
| 1990-09-01 | 109.3422884573 |
| 1990-10-01 | 104.0059660597 |
| 1990-11-01 | 103.9648535084 |
| 1990-12-01 | 101.5389658799 |
| 1991-01-01 | 97.3002834020 |
| 1991-02-01 | 95.4158116505 |
| 1991-03-01 | 93.2910702393 |
| 1991-04-01 | 94.9712603494 |
| 1991-05-01 | 93.0413829429 |
| 1991-06-01 | 93.0119368080 |
| 1991-07-01 | 90.3336257147 |
| 1991-08-01 | 89.8438049766 |
| 1991-09-01 | 90.2083883085 |
| 1991-10-01 | 91.3286977042 |
| 1991-11-01 | 90.7532289914 |
| 1991-12-01 | 90.5393970206 |
| 1992-01-01 | 90.7847450805 |
| 1992-02-01 | 91.2450648892 |
| 1992-03-01 | 91.0353360822 |
| 1992-04-01 | 94.8670823389 |
| 1992-05-01 | 95.5371697055 |
| 1992-06-01 | 96.6263284569 |
| 1992-07-01 | 99.2895705053 |
| 1992-08-01 | 100.9519977741 |
| 1992-09-01 | 101.2443600710 |
| 1992-10-01 | 104.3894357005 |
| 1992-11-01 | 105.1433880259 |
| 1992-12-01 | 105.7521688697 |
| 1993-01-01 | 115.8522327130 |
| 1993-02-01 | 117.8981029128 |
| 1993-03-01 | 115.7419526522 |
| 1993-04-01 | 113.3784350624 |
| 1993-05-01 | 115.0379213935 |
| 1993-06-01 | 114.6492764998 |
| 1993-07-01 | 117.8443512810 |
| 1993-08-01 | 118.6638664370 |
| 1993-09-01 | 119.2585721901 |
| 1993-10-01 | 107.9255960975 |
| 1993-11-01 | 108.7922890153 |
| 1993-12-01 | 110.2985687263 |
| 1994-01-01 | 115.3985537857 |
| 1994-02-01 | 119.7261905186 |
| 1994-03-01 | 119.1729827407 |
| 1994-04-01 | 117.9571890492 |
| 1994-05-01 | 119.2474237797 |
| 1994-06-01 | 119.5420649908 |
| 1994-07-01 | 119.7802733642 |
| 1994-08-01 | 119.5419844877 |
| 1994-09-01 | 121.2006318317 |
| 1994-10-01 | 124.9451738213 |
| 1994-11-01 | 126.7562250287 |
| 1994-12-01 | 129.6830402900 |
| 1995-01-01 | 126.0429670331 |
| 1995-02-01 | 129.2391288164 |
| 1995-03-01 | 128.5408057663 |
| 1995-04-01 | 130.1893543745 |
| 1995-05-01 | 130.6964632622 |
| 1995-06-01 | 131.9584060704 |
| 1995-07-01 | 127.8633614911 |
| 1995-08-01 | 130.1821072972 |
| 1995-09-01 | 131.1206813050 |
| 1995-10-01 | 128.5581569954 |
| 1995-11-01 | 128.9557916251 |
| 1995-12-01 | 130.0259447631 |
| 1996-01-01 | 133.0258991406 |
| 1996-02-01 | 133.9103318775 |
| 1996-03-01 | 135.3111997563 |
| 1996-04-01 | 138.4684799394 |
| 1996-05-01 | 138.9464612528 |
| 1996-06-01 | 141.3186401953 |
| 1996-07-01 | 147.0965640288 |
| 1996-08-01 | 146.1401219016 |
| 1996-09-01 | 146.7337210875 |
| 1996-10-01 | 148.5031059110 |
| 1996-11-01 | 150.3731623191 |
| 1996-12-01 | 153.4196047774 |
| 1997-01-01 | 143.8012028154 |
| 1997-02-01 | 145.6124783671 |
| 1997-03-01 | 146.1982902241 |
| 1997-04-01 | 147.0697747765 |
| 1997-05-01 | 148.3694014032 |
| 1997-06-01 | 151.8598426734 |
| 1997-07-01 | 151.6619506895 |
| 1997-08-01 | 153.5460120560 |
| 1997-09-01 | 155.8454584818 |
| 1997-10-01 | 155.7749107242 |
| 1997-11-01 | 157.0802641380 |
| 1997-12-01 | 158.6361812902 |
| 1998-01-01 | 162.3188823109 |
| 1998-02-01 | 164.5904179409 |
| 1998-03-01 | 165.1853927342 |
| 1998-04-01 | 166.2939746029 |
| 1998-05-01 | 169.1858014306 |
| 1998-06-01 | 168.1814238358 |
| 1998-07-01 | 168.4859061754 |
| 1998-08-01 | 171.8413471730 |
| 1998-09-01 | 169.9527717115 |
| 1998-10-01 | 167.5642269126 |
| 1998-11-01 | 168.5488976389 |
| 1998-12-01 | 170.4391425592 |
| 1999-01-01 | 153.6876737258 |
| 1999-02-01 | 154.9643007752 |
| 1999-03-01 | 156.7649062516 |
| 1999-04-01 | 169.8086540245 |
| 1999-05-01 | 169.4801261020 |
| 1999-06-01 | 169.6813988006 |
| 1999-07-01 | 174.5815862025 |
| 1999-08-01 | 175.1669468171 |
| 1999-09-01 | 176.4819929098 |
| 1999-10-01 | 181.8046148767 |
| 1999-11-01 | 182.8950008673 |
| 1999-12-01 | 186.9133309565 |
| 2000-01-01 | 182.8782677351 |
| 2000-02-01 | 184.0557446365 |
| 2000-03-01 | 185.2466909993 |
| 2000-04-01 | 192.1425194418 |
| 2000-05-01 | 190.0942407016 |
| 2000-06-01 | 191.5989921451 |
| 2000-07-01 | 191.8933961752 |
| 2000-08-01 | 190.3163840394 |
| 2000-09-01 | 190.9025101736 |
| 2000-10-01 | 193.1875251573 |
| 2000-11-01 | 191.5598352477 |
| 2000-12-01 | 190.9499853869 |
| 2001-01-01 | 190.1547294432 |
| 2001-02-01 | 190.0932490658 |
| 2001-03-01 | 188.5152954678 |
| 2001-04-01 | 180.1370619582 |
| 2001-05-01 | 180.4706856370 |
| 2001-06-01 | 177.6942302144 |
| 2001-07-01 | 176.4592213708 |
| 2001-08-01 | 175.8628067485 |
| 2001-09-01 | 178.5090010384 |
| 2001-10-01 | 168.6576282064 |
| 2001-11-01 | 165.5980488950 |
| 2001-12-01 | 166.5656148523 |
| 2002-01-01 | 168.4522615757 |
| 2002-02-01 | 167.0059305082 |
| 2002-03-01 | 167.2746733254 |
| 2002-04-01 | 169.2460218359 |
| 2002-05-01 | 170.9583521632 |
| 2002-06-01 | 171.2978500613 |
| 2002-07-01 | 167.6287488571 |
| 2002-08-01 | 167.8291473752 |
| 2002-09-01 | 169.1904364702 |
| 2002-10-01 | 168.0571574212 |
| 2002-11-01 | 168.3723560373 |
| 2002-12-01 | 170.8901451344 |
| 2003-01-01 | 163.6471108477 |
| 2003-02-01 | 162.9780518368 |
| 2003-03-01 | 162.1559746094 |
| 2003-04-01 | 160.4495581569 |
| 2003-05-01 | 159.6002159653 |
| 2003-06-01 | 159.9503534875 |
| 2003-07-01 | 161.6162486665 |
| 2003-08-01 | 162.7792017061 |
| 2003-09-01 | 161.6509568784 |
| 2003-10-01 | 162.9013175660 |
| 2003-11-01 | 163.2622768812 |
| 2003-12-01 | 164.5409717482 |
| 2004-01-01 | 164.8192477133 |
| 2004-02-01 | 165.5982125097 |
| 2004-03-01 | 166.1023807104 |
| 2004-04-01 | 165.1156608307 |
| 2004-05-01 | 165.6881551529 |
| 2004-06-01 | 166.2406626793 |
| 2004-07-01 | 168.6830834891 |
| 2004-08-01 | 166.1154515186 |
| 2004-09-01 | 163.1960956721 |
| 2004-10-01 | 165.3697271060 |
| 2004-11-01 | 166.4675762031 |
| 2004-12-01 | 167.0467972137 |
| 2005-01-01 | 167.1110164594 |
| 2005-02-01 | 167.9194971601 |
| 2005-03-01 | 167.1328727951 |
| 2005-04-01 | 171.0819436960 |
| 2005-05-01 | 168.2995981772 |
| 2005-06-01 | 167.8501814000 |
| 2005-07-01 | 167.9724147149 |
| 2005-08-01 | 169.1160267626 |
| 2005-09-01 | 170.0816013168 |
| 2005-10-01 | 169.4301708086 |
| 2005-11-01 | 168.4016796733 |
| 2005-12-01 | 170.6331264555 |
| 2006-01-01 | 175.4066774143 |
| 2006-02-01 | 176.9280029048 |
| 2006-03-01 | 179.2757142862 |
| 2006-04-01 | 182.9134752778 |
| 2006-05-01 | 184.4862122886 |
| 2006-06-01 | 186.2378515995 |
| 2006-07-01 | 186.9675129758 |
| 2006-08-01 | 187.0970491795 |
| 2006-09-01 | 186.5650549630 |
| 2006-10-01 | 187.9914303911 |
| 2006-11-01 | 186.4752517491 |
| 2006-12-01 | 185.0129151226 |
| 2007-01-01 | 180.9832186198 |
| 2007-02-01 | 183.2862351548 |
| 2007-03-01 | 184.8516303707 |
| 2007-04-01 | 178.0470187073 |
| 2007-05-01 | 176.4990395641 |
| 2007-06-01 | 175.6168083114 |
| 2007-07-01 | 173.1533387841 |
| 2007-08-01 | 172.2374704589 |
| 2007-09-01 | 172.1621743470 |
| 2007-10-01 | 170.7004973436 |
| 2007-11-01 | 169.9339049061 |
| 2007-12-01 | 170.6357262163 |
| 2008-01-01 | 159.0769352748 |
| 2008-02-01 | 159.5719805809 |
| 2008-03-01 | 158.4745994343 |
| 2008-04-01 | 156.4778881624 |
| 2008-05-01 | 153.6905515496 |
| 2008-06-01 | 152.4527113244 |
| 2008-07-01 | 152.0970189253 |
| 2008-08-01 | 150.7674208043 |
| 2008-09-01 | 146.1975043406 |
| 2008-10-01 | 140.3588490174 |
| 2008-11-01 | 135.8565690923 |
| 2008-12-01 | 132.7365280776 |
| 2009-01-01 | 128.5071015566 |
| 2009-02-01 | 125.6814707542 |
| 2009-03-01 | 123.5101168958 |
| 2009-04-01 | 120.2074012879 |
| 2009-05-01 | 119.0997742509 |
| 2009-06-01 | 117.0353105637 |
| 2009-07-01 | 116.2733799112 |
| 2009-08-01 | 116.6352600106 |
| 2009-09-01 | 115.3842611316 |
| 2009-10-01 | 117.3413795605 |
| 2009-11-01 | 118.3086531511 |
| 2009-12-01 | 120.7698280513 |
| 2010-01-01 | 123.3800989686 |
| 2010-02-01 | 123.4935790328 |
| 2010-03-01 | 123.9530359272 |
| 2010-04-01 | 126.3100398053 |
| 2010-05-01 | 127.8294024449 |
| 2010-06-01 | 128.9427396828 |
| 2010-07-01 | 129.6977775275 |
| 2010-08-01 | 130.9393863595 |
| 2010-09-01 | 129.0528907401 |
| 2010-10-01 | 135.6525674911 |
| 2010-11-01 | 133.2057882913 |
| 2010-12-01 | 133.2386441438 |
| 2011-01-01 | 133.4292672886 |
| 2011-02-01 | 134.4536980813 |
| 2011-03-01 | 132.9312602327 |
| 2011-04-01 | 133.5654715758 |
| 2011-05-01 | 133.6176851257 |
| 2011-06-01 | 134.4096577650 |
| 2011-07-01 | 134.6354106288 |
| 2011-08-01 | 133.3254432352 |
| 2011-09-01 | 134.9605048788 |
| 2011-10-01 | 135.4609996517 |
| 2011-11-01 | 133.9609079316 |
| 2011-12-01 | 136.1448359834 |
| 2012-01-01 | 138.0571764682 |
| 2012-02-01 | 142.6717928780 |
| 2012-03-01 | 145.5494711234 |
| 2012-04-01 | 146.8543426375 |
| 2012-05-01 | 147.4394888204 |
| 2012-06-01 | 151.2356788490 |
| 2012-07-01 | 147.0242858720 |
| 2012-08-01 | 147.0909201272 |
| 2012-09-01 | 148.4477449980 |
| 2012-10-01 | 149.3730570351 |
| 2012-11-01 | 152.1743887147 |
| 2012-12-01 | 152.2415989884 |
| 2013-01-01 | 152.3397488656 |
| 2013-02-01 | 153.3580241811 |
| 2013-03-01 | 153.8813813740 |
| 2013-04-01 | 155.3861113940 |
| 2013-05-01 | 156.7869139292 |
| 2013-06-01 | 156.2377011094 |
| 2013-07-01 | 154.9564576079 |
| 2013-08-01 | 158.8126610802 |
| 2013-09-01 | 158.7914467856 |
| 2013-10-01 | 158.5928285810 |
| 2013-11-01 | 163.5549402044 |
| 2013-12-01 | 161.5634599894 |
| 2014-01-01 | 161.9742956757 |
| 2014-02-01 | 158.5390638424 |
| 2014-03-01 | 158.2444520844 |
| 2014-04-01 | 157.8676053614 |
| 2014-05-01 | 158.7389982431 |
| 2014-06-01 | 157.7132747086 |
| 2014-07-01 | 160.2462181867 |
| 2014-08-01 | 159.9361041005 |
| 2014-09-01 | 160.1021504326 |
| 2014-10-01 | 159.9020927442 |
| 2014-11-01 | 158.8898027571 |
| 2014-12-01 | 158.8590220577 |
| 2015-01-01 | 158.3380248927 |
| 2015-02-01 | 158.4676841921 |
| 2015-03-01 | 160.2685592789 |
| 2015-04-01 | 160.0920264252 |
| 2015-05-01 | 160.9878491628 |
| 2015-06-01 | 161.4708140941 |
| 2015-07-01 | 161.8370272019 |
| 2015-08-01 | 161.6869501539 |
| 2015-09-01 | 162.3516501232 |
| 2015-10-01 | 165.4325016433 |
| 2015-11-01 | 162.6471598800 |
| 2015-12-01 | 163.9354055903 |
| 2016-01-01 | 164.2907515030 |
| 2016-02-01 | 164.5882024929 |
| 2016-03-01 | 161.9788353516 |
| 2016-04-01 | 164.9286730751 |
| 2016-05-01 | 163.9177294810 |
| 2016-06-01 | 164.2248129407 |
| 2016-07-01 | 162.7928040912 |
| 2016-08-01 | 160.7228479051 |
| 2016-09-01 | 163.9334064911 |
| 2016-10-01 | 165.5930324959 |
| 2016-11-01 | 166.2625371675 |
| 2016-12-01 | 165.6393635595 |
| 2017-01-01 | 164.4971609559 |
| 2017-02-01 | 165.2756258461 |
| 2017-03-01 | 166.8498064237 |
| 2017-04-01 | 161.0592294600 |
| 2017-05-01 | 164.1278121476 |
| 2017-06-01 | 164.1715921398 |
| 2017-07-01 | 170.7324602262 |
| 2017-08-01 | 170.4930327169 |
| 2017-09-01 | 173.8448849158 |
| 2017-10-01 | 170.8345057314 |
| 2017-11-01 | 170.5866683965 |
| 2017-12-01 | 171.8934910768 |
| 2018-01-01 | 170.8621040803 |
| 2018-02-01 | 171.6351172543 |
| 2018-03-01 | 173.9778324897 |
| 2018-04-01 | 175.5240880968 |
| 2018-05-01 | 175.7833485178 |
| 2018-06-01 | 177.0349844727 |
| 2018-07-01 | 178.0984067147 |
| 2018-08-01 | 178.6444162108 |
| 2018-09-01 | 178.0171838712 |
| 2018-10-01 | 179.0966201654 |
| 2018-11-01 | 180.3517825604 |
| 2018-12-01 | 181.2030138000 |
| 2019-01-01 | 181.6478350657 |
| 2019-02-01 | 182.9171511395 |
| 2019-03-01 | 185.0508093166 |
| 2019-04-01 | 184.7887140334 |
| 2019-05-01 | 185.9410105541 |
| 2019-06-01 | 187.6057757874 |
| 2019-07-01 | 184.7951573659 |
| 2019-08-01 | 185.7832810818 |
| 2019-09-01 | 183.8394875286 |
| 2019-10-01 | 180.2219822169 |
| 2019-11-01 | 180.4007448047 |
| 2019-12-01 | 177.7403767607 |
| 2020-01-01 | 178.6509944077 |
| 2020-02-01 | 175.9058736586 |
| 2020-03-01 | 170.1129024054 |
| 2020-04-01 | 132.1396500473 |
| 2020-05-01 | 136.3943439914 |
| 2020-06-01 | 141.7202231446 |
| 2020-07-01 | 148.6329672620 |
| 2020-08-01 | 150.5939160706 |
| 2020-09-01 | 152.3275290109 |
| 2020-10-01 | 157.8307922739 |
| 2020-11-01 | 161.9611143807 |
| 2020-12-01 | 163.3734889228 |
| 2021-01-01 | 172.8051182257 |
| 2021-02-01 | 177.3898465715 |
| 2021-03-01 | 179.8738684705 |
| 2021-04-01 | 178.4491942438 |
| 2021-05-01 | 177.9796189460 |
| 2021-06-01 | 175.3703665611 |
| 2021-07-01 | 176.7322070057 |
| 2021-08-01 | 175.3675225707 |
| 2021-09-01 | 175.7783861372 |
| 2021-10-01 | 185.0403086734 |
| 2021-11-01 | 186.0715022027 |
| 2021-12-01 | 185.3513209938 |
| 2022-01-01 | 183.7117525039 |
| 2022-02-01 | 186.6485906099 |
| 2022-03-01 | 186.1097976111 |
| 2022-04-01 | 191.9394208177 |
| 2022-05-01 | 191.3608737623 |
| 2022-06-01 | 189.7788834849 |
| 2022-07-01 | 190.8293954181 |
| 2022-08-01 | 188.3507955870 |
| 2022-09-01 | 189.5913442812 |
| 2022-10-01 | 187.9964759674 |
| 2022-11-01 | 184.0305249781 |
| 2022-12-01 | 181.0177451367 |
| 2023-01-01 | 176.9483304463 |
| 2023-02-01 | 172.4010419465 |
| 2023-03-01 | 169.6101480636 |
| 2023-04-01 | 168.7980847354 |
| 2023-05-01 | 167.7354720827 |
| 2023-06-01 | 166.3649245767 |
| 2023-07-01 | 163.1143875795 |
| 2023-08-01 | 162.4509518285 |
| 2023-09-01 | 161.3121945544 |
| 2023-10-01 | 158.2628087222 |
| 2023-11-01 | 156.7806245128 |
| 2023-12-01 | 156.7780451625 |
| 2024-01-01 | 160.8389124400 |
| 2024-02-01 | 159.5911391881 |
| 2024-03-01 | 160.9613395072 |
| 2024-04-01 | 158.5148906394 |
| 2024-05-01 | 158.8981704258 |
| 2024-06-01 | 158.7943899660 |
| 2024-07-01 | 152.7653979217 |
| 2024-08-01 | 158.5953582261 |
| 2024-09-01 | 156.9814128721 |
| 2024-10-01 | 156.9682175088 |
| 2024-11-01 | 157.2740562649 |
| 2024-12-01 | 157.1231565934 |
| 2025-01-01 | 156.6070247534 |
| 2025-02-01 | 156.7788977004 |
| 2025-03-01 | 158.9162475931 |
| 2025-04-01 | 156.8573075280 |
| 2025-05-01 | 156.3040650506 |
| 2025-06-01 | 153.8368874675 |
| 2025-07-01 | 151.1497784510 |
| 2025-08-01 | 155.6945928710 |
| 2025-09-01 | 156.7252408566 |
| 2025-10-01 | 156.4484125771 |
| 2025-11-01 | 155.4386655888 |
| 2025-12-01 | 156.9341628649 |
| 2026-01-01 | 156.4110479469 |
| 2026-02-01 | 155.3164598278 |
| 2026-03-01 | 155.1606735072 |
| 2026-04-01 | 155.8632240531 |
| 2026-05-01 | 155.2812786479 |
| 2026-06-01 | 155.8545111988 |
| 2026-07-01 | 153.4884698718 |
| 2026-08-01 | 153.4811928371 |
| 2026-09-01 | 153.1588438102 |