Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806056170001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:40 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 | 55.1853351488472 |
| 1990-02-01 | 55.2625106602502 |
| 1990-03-01 | 55.6027737883334 |
| 1990-04-01 | 55.5036138297795 |
| 1990-05-01 | 55.3858645471925 |
| 1990-06-01 | 55.3842390589038 |
| 1990-07-01 | 55.7792502499942 |
| 1990-08-01 | 55.1598844905656 |
| 1990-09-01 | 55.8489990308621 |
| 1990-10-01 | 54.7940735846929 |
| 1990-11-01 | 54.9960937104199 |
| 1990-12-01 | 55.1079543668526 |
| 1991-01-01 | 55.8282122389016 |
| 1991-02-01 | 55.6707291931321 |
| 1991-03-01 | 54.4876389968230 |
| 1991-04-01 | 54.0759047092693 |
| 1991-05-01 | 53.2432417141757 |
| 1991-06-01 | 52.4395742139386 |
| 1991-07-01 | 53.0762453247269 |
| 1991-08-01 | 53.1980519359930 |
| 1991-09-01 | 52.8278710165321 |
| 1991-10-01 | 53.6720833544291 |
| 1991-11-01 | 53.9157593950985 |
| 1991-12-01 | 53.6913622680604 |
| 1992-01-01 | 52.4864431592731 |
| 1992-02-01 | 51.8632135996768 |
| 1992-03-01 | 52.1580316850173 |
| 1992-04-01 | 52.0995223633182 |
| 1992-05-01 | 52.4395164417485 |
| 1992-06-01 | 52.7156712382769 |
| 1992-07-01 | 52.1943437476040 |
| 1992-08-01 | 51.7934421259147 |
| 1992-09-01 | 51.1163660040054 |
| 1992-10-01 | 52.3765998195368 |
| 1992-11-01 | 52.4153406489816 |
| 1992-12-01 | 52.1329359601332 |
| 1993-01-01 | 50.7601368742595 |
| 1993-02-01 | 51.3645616576391 |
| 1993-03-01 | 51.5192072283155 |
| 1993-04-01 | 51.6011243945576 |
| 1993-05-01 | 51.7912098804954 |
| 1993-06-01 | 51.0228533515769 |
| 1993-07-01 | 55.0138647806786 |
| 1993-08-01 | 55.5014035834392 |
| 1993-09-01 | 55.0855431802729 |
| 1993-10-01 | 50.9965735621631 |
| 1993-11-01 | 50.9359404145201 |
| 1993-12-01 | 50.9703570980483 |
| 1994-01-01 | 51.8793200254308 |
| 1994-02-01 | 52.0566995456091 |
| 1994-03-01 | 52.2451896725992 |
| 1994-04-01 | 51.8944327015982 |
| 1994-05-01 | 51.4934241472738 |
| 1994-06-01 | 51.9660466441681 |
| 1994-07-01 | 52.2129198193574 |
| 1994-08-01 | 52.2680102749932 |
| 1994-09-01 | 52.5610184103194 |
| 1994-10-01 | 52.0010149096090 |
| 1994-11-01 | 52.4257391608741 |
| 1994-12-01 | 52.3886176865222 |
| 1995-01-01 | 54.1906218295120 |
| 1995-02-01 | 55.3565074534997 |
| 1995-03-01 | 55.4230817814973 |
| 1995-04-01 | 55.8327408779564 |
| 1995-05-01 | 56.0300765337707 |
| 1995-06-01 | 56.6473053298532 |
| 1995-07-01 | 56.4796014786010 |
| 1995-08-01 | 56.6723009385095 |
| 1995-09-01 | 57.2095802510247 |
| 1995-10-01 | 56.3814087949740 |
| 1995-11-01 | 57.1064455285804 |
| 1995-12-01 | 57.3154507377510 |
| 1996-01-01 | 58.8092491234623 |
| 1996-02-01 | 58.4697702817547 |
| 1996-03-01 | 58.5715587978727 |
| 1996-04-01 | 58.7246438019679 |
| 1996-05-01 | 58.7165735014516 |
| 1996-06-01 | 58.5972147282459 |
| 1996-07-01 | 58.1282814170739 |
| 1996-08-01 | 58.2863212747042 |
| 1996-09-01 | 58.2831047966207 |
| 1996-10-01 | 58.9943656075463 |
| 1996-11-01 | 59.0573037380896 |
| 1996-12-01 | 59.1652694173806 |
| 1997-01-01 | 58.7292098917425 |
| 1997-02-01 | 58.2277432279749 |
| 1997-03-01 | 59.3343504226796 |
| 1997-04-01 | 60.9670940716182 |
| 1997-05-01 | 61.0717889723342 |
| 1997-06-01 | 61.3890058086408 |
| 1997-07-01 | 62.3668281610967 |
| 1997-08-01 | 62.6271293194939 |
| 1997-09-01 | 62.4721399284002 |
| 1997-10-01 | 62.4548591472778 |
| 1997-11-01 | 62.5058513876270 |
| 1997-12-01 | 62.8545014774311 |
| 1998-01-01 | 63.5810703658227 |
| 1998-02-01 | 63.0224359577982 |
| 1998-03-01 | 62.6817636108009 |
| 1998-04-01 | 63.1281893915774 |
| 1998-05-01 | 63.5776380157223 |
| 1998-06-01 | 63.7117869121580 |
| 1998-07-01 | 63.8749543212311 |
| 1998-08-01 | 64.3426208330963 |
| 1998-09-01 | 64.7670148043445 |
| 1998-10-01 | 65.0320917084020 |
| 1998-11-01 | 65.4830001767318 |
| 1998-12-01 | 65.5838139635340 |
| 1999-01-01 | 65.8517378900807 |
| 1999-02-01 | 66.1076802029245 |
| 1999-03-01 | 66.4528340222560 |
| 1999-04-01 | 68.9886834747127 |
| 1999-05-01 | 69.1554701879212 |
| 1999-06-01 | 69.8429328148796 |
| 1999-07-01 | 69.0615810330610 |
| 1999-08-01 | 68.9668796807809 |
| 1999-09-01 | 69.2529064632216 |
| 1999-10-01 | 69.4259358266949 |
| 1999-11-01 | 69.8224847564566 |
| 1999-12-01 | 70.0722250448984 |
| 2000-01-01 | 69.4691787927037 |
| 2000-02-01 | 69.6872789198681 |
| 2000-03-01 | 69.6454019578337 |
| 2000-04-01 | 69.8116612137487 |
| 2000-05-01 | 69.6603509626249 |
| 2000-06-01 | 69.5338865917911 |
| 2000-07-01 | 69.9492626290681 |
| 2000-08-01 | 70.1246921190723 |
| 2000-09-01 | 70.3538091973948 |
| 2000-10-01 | 70.4355261670618 |
| 2000-11-01 | 70.5556356545047 |
| 2000-12-01 | 70.4189185889544 |
| 2001-01-01 | 70.1156090232293 |
| 2001-02-01 | 70.3201263875207 |
| 2001-03-01 | 70.3813454695353 |
| 2001-04-01 | 70.5844126474625 |
| 2001-05-01 | 70.6671829898876 |
| 2001-06-01 | 70.9423888464229 |
| 2001-07-01 | 70.4704001697472 |
| 2001-08-01 | 70.4169916918736 |
| 2001-09-01 | 69.8884840488711 |
| 2001-10-01 | 69.5177738344729 |
| 2001-11-01 | 69.3213864821692 |
| 2001-12-01 | 68.7631578289374 |
| 2002-01-01 | 69.5514965235920 |
| 2002-02-01 | 69.0151991808049 |
| 2002-03-01 | 68.8044420284308 |
| 2002-04-01 | 68.2432517244023 |
| 2002-05-01 | 68.2615072853125 |
| 2002-06-01 | 68.1556865024125 |
| 2002-07-01 | 68.7051553682026 |
| 2002-08-01 | 68.7403333215435 |
| 2002-09-01 | 68.8566736797831 |
| 2002-10-01 | 68.9073423248432 |
| 2002-11-01 | 68.8017298476468 |
| 2002-12-01 | 68.6014307573046 |
| 2003-01-01 | 68.2290548601702 |
| 2003-02-01 | 68.6465725805726 |
| 2003-03-01 | 68.9258110870749 |
| 2003-04-01 | 69.2430767660044 |
| 2003-05-01 | 69.9415063910670 |
| 2003-06-01 | 69.7895545651329 |
| 2003-07-01 | 68.2861838890707 |
| 2003-08-01 | 69.1059310687090 |
| 2003-09-01 | 70.0226213831267 |
| 2003-10-01 | 68.9757715419758 |
| 2003-11-01 | 68.6345625719369 |
| 2003-12-01 | 68.6108333451615 |
| 2004-01-01 | 69.4968002043801 |
| 2004-02-01 | 69.8709706248279 |
| 2004-03-01 | 70.2797209790632 |
| 2004-04-01 | 70.6828079715392 |
| 2004-05-01 | 70.5021243109806 |
| 2004-06-01 | 70.6247010870894 |
| 2004-07-01 | 70.4753018724521 |
| 2004-08-01 | 70.6877941488075 |
| 2004-09-01 | 70.7747709675943 |
| 2004-10-01 | 70.9422377449951 |
| 2004-11-01 | 70.8358067495104 |
| 2004-12-01 | 71.2139230876720 |
| 2005-01-01 | 70.7721763487104 |
| 2005-02-01 | 70.9775082865403 |
| 2005-03-01 | 71.1921518326442 |
| 2005-04-01 | 71.3306772626492 |
| 2005-05-01 | 71.5210630976403 |
| 2005-06-01 | 71.9826780167046 |
| 2005-07-01 | 72.9933128920265 |
| 2005-08-01 | 73.4494954058240 |
| 2005-09-01 | 74.1000635431050 |
| 2005-10-01 | 74.7738234535784 |
| 2005-11-01 | 75.5189579487430 |
| 2005-12-01 | 75.8105545247638 |
| 2006-01-01 | 76.4943992616762 |
| 2006-02-01 | 76.9279761218983 |
| 2006-03-01 | 76.8525600186897 |
| 2006-04-01 | 76.3643427138022 |
| 2006-05-01 | 76.4796073978713 |
| 2006-06-01 | 76.6323633399142 |
| 2006-07-01 | 75.5142194650253 |
| 2006-08-01 | 75.7957288476385 |
| 2006-09-01 | 75.8198550637761 |
| 2006-10-01 | 75.9091574741966 |
| 2006-11-01 | 76.2914189691792 |
| 2006-12-01 | 76.5586241662753 |
| 2007-01-01 | 76.6248202991449 |
| 2007-02-01 | 76.2902161263489 |
| 2007-03-01 | 76.4332242397964 |
| 2007-04-01 | 76.3699705473718 |
| 2007-05-01 | 76.7789618366378 |
| 2007-06-01 | 77.2583985093049 |
| 2007-07-01 | 78.0642976090079 |
| 2007-08-01 | 78.8414516008945 |
| 2007-09-01 | 78.8437662251235 |
| 2007-10-01 | 77.9582848207714 |
| 2007-11-01 | 77.9712636292746 |
| 2007-12-01 | 77.5960554449358 |
| 2008-01-01 | 78.3859540190547 |
| 2008-02-01 | 78.7010229934949 |
| 2008-03-01 | 78.4995642688265 |
| 2008-04-01 | 78.9151039586387 |
| 2008-05-01 | 78.9514111959185 |
| 2008-06-01 | 78.6766041065422 |
| 2008-07-01 | 78.7138136385523 |
| 2008-08-01 | 78.6806982508547 |
| 2008-09-01 | 78.0955423970564 |
| 2008-10-01 | 77.5569197898493 |
| 2008-11-01 | 76.1564289983045 |
| 2008-12-01 | 75.2294689781330 |
| 2009-01-01 | 74.2671172179079 |
| 2009-02-01 | 73.5038039402911 |
| 2009-03-01 | 73.0351025933919 |
| 2009-04-01 | 72.5168648327670 |
| 2009-05-01 | 72.0241898781245 |
| 2009-06-01 | 72.1763822945457 |
| 2009-07-01 | 70.2780553263787 |
| 2009-08-01 | 70.2083679762841 |
| 2009-09-01 | 69.5874608370024 |
| 2009-10-01 | 70.6911919762503 |
| 2009-11-01 | 71.0655462940985 |
| 2009-12-01 | 70.8374947994999 |
| 2010-01-01 | 71.1392446015200 |
| 2010-02-01 | 71.0941136081452 |
| 2010-03-01 | 70.9290541195270 |
| 2010-04-01 | 71.3095535927156 |
| 2010-05-01 | 70.7440653081337 |
| 2010-06-01 | 70.5781626293338 |
| 2010-07-01 | 69.8080725076354 |
| 2010-08-01 | 69.8359680236351 |
| 2010-09-01 | 69.8088514912706 |
| 2010-10-01 | 69.5807431973124 |
| 2010-11-01 | 69.5621934105756 |
| 2010-12-01 | 69.7555598896658 |
| 2011-01-01 | 69.4623739219906 |
| 2011-02-01 | 69.5330394562747 |
| 2011-03-01 | 69.5950542353366 |
| 2011-04-01 | 69.6599335816869 |
| 2011-05-01 | 69.6287742526280 |
| 2011-06-01 | 69.6588520337061 |
| 2011-07-01 | 69.8123662176554 |
| 2011-08-01 | 70.3458659402429 |
| 2011-09-01 | 70.5119609455519 |
| 2011-10-01 | 70.8032803492147 |
| 2011-11-01 | 70.9885501876699 |
| 2011-12-01 | 71.0656917827681 |
| 2012-01-01 | 70.5469265873495 |
| 2012-02-01 | 70.5440820524997 |
| 2012-03-01 | 70.9593647897557 |
| 2012-04-01 | 70.9530904531628 |
| 2012-05-01 | 71.2763350990564 |
| 2012-06-01 | 71.2543356266472 |
| 2012-07-01 | 71.6757721681510 |
| 2012-08-01 | 71.3335150251147 |
| 2012-09-01 | 71.1843997756600 |
| 2012-10-01 | 71.4122355548390 |
| 2012-11-01 | 71.5257337520596 |
| 2012-12-01 | 71.5977446679022 |
| 2013-01-01 | 72.3157699031044 |
| 2013-02-01 | 72.6345964845771 |
| 2013-03-01 | 72.7500130027307 |
| 2013-04-01 | 73.2706342373239 |
| 2013-05-01 | 73.2528741942342 |
| 2013-06-01 | 73.4773314830001 |
| 2013-07-01 | 73.7152411505348 |
| 2013-08-01 | 73.6973118826085 |
| 2013-09-01 | 73.6987723603100 |
| 2013-10-01 | 73.6922012493442 |
| 2013-11-01 | 73.8829193911350 |
| 2013-12-01 | 73.9511125797003 |
| 2014-01-01 | 74.1014343575965 |
| 2014-02-01 | 74.0378294102991 |
| 2014-03-01 | 74.1499365052817 |
| 2014-04-01 | 73.7802499059797 |
| 2014-05-01 | 74.0291035725169 |
| 2014-06-01 | 74.3233018961716 |
| 2014-07-01 | 74.0484121685003 |
| 2014-08-01 | 74.7753852878617 |
| 2014-09-01 | 75.0027632709350 |
| 2014-10-01 | 74.9236241224053 |
| 2014-11-01 | 75.1279386514102 |
| 2014-12-01 | 75.4016871930851 |
| 2015-01-01 | 75.6180736369735 |
| 2015-02-01 | 75.9512941509564 |
| 2015-03-01 | 76.0227864220875 |
| 2015-04-01 | 76.2142497262687 |
| 2015-05-01 | 76.5076232678109 |
| 2015-06-01 | 76.7860116988892 |
| 2015-07-01 | 76.8015032997333 |
| 2015-08-01 | 76.9507737043664 |
| 2015-09-01 | 77.2624998396260 |
| 2015-10-01 | 77.9433563168985 |
| 2015-11-01 | 78.1576252801702 |
| 2015-12-01 | 78.3214754659142 |
| 2016-01-01 | 78.8940926975593 |
| 2016-02-01 | 78.9946700834134 |
| 2016-03-01 | 78.7783633334254 |
| 2016-04-01 | 79.3525459711197 |
| 2016-05-01 | 79.1679401752861 |
| 2016-06-01 | 79.2565823490281 |
| 2016-07-01 | 79.5832798782980 |
| 2016-08-01 | 79.6249898817291 |
| 2016-09-01 | 79.8306796671832 |
| 2016-10-01 | 79.2319160900782 |
| 2016-11-01 | 79.5470206772037 |
| 2016-12-01 | 79.5214424339426 |
| 2017-01-01 | 78.7086875204338 |
| 2017-02-01 | 79.3390373116494 |
| 2017-03-01 | 79.8255684215789 |
| 2017-04-01 | 80.7213157837961 |
| 2017-05-01 | 80.7354901574439 |
| 2017-06-01 | 80.9303611085731 |
| 2017-07-01 | 81.4771875291680 |
| 2017-08-01 | 81.5881244883923 |
| 2017-09-01 | 81.7162040016916 |
| 2017-10-01 | 82.6885772597357 |
| 2017-11-01 | 82.4934773947913 |
| 2017-12-01 | 82.5035663799259 |
| 2018-01-01 | 83.5623397129516 |
| 2018-02-01 | 84.0110698134896 |
| 2018-03-01 | 84.2770884314444 |
| 2018-04-01 | 83.8710787538013 |
| 2018-05-01 | 83.7906857279293 |
| 2018-06-01 | 83.8114307249668 |
| 2018-07-01 | 82.9639335159991 |
| 2018-08-01 | 83.8793727106230 |
| 2018-09-01 | 84.0633515765372 |
| 2018-10-01 | 83.5936498731015 |
| 2018-11-01 | 83.7137931929475 |
| 2018-12-01 | 83.6897300997032 |
| 2019-01-01 | 83.7487941848755 |
| 2019-02-01 | 83.7320720253286 |
| 2019-03-01 | 84.1033484544958 |
| 2019-04-01 | 84.4403827896863 |
| 2019-05-01 | 84.7473704103925 |
| 2019-06-01 | 84.8799435496687 |
| 2019-07-01 | 84.7823898576179 |
| 2019-08-01 | 84.9982673883873 |
| 2019-09-01 | 85.1031435603248 |
| 2019-10-01 | 84.3814364010714 |
| 2019-11-01 | 84.8427838385330 |
| 2019-12-01 | 84.7805506365003 |
| 2020-01-01 | 85.6456424566502 |
| 2020-02-01 | 85.6625230471948 |
| 2020-03-01 | 84.4487034980342 |
| 2020-04-01 | 76.8651037245152 |
| 2020-05-01 | 77.3468073612942 |
| 2020-06-01 | 78.1232247160863 |
| 2020-07-01 | 78.7255533988501 |
| 2020-08-01 | 79.1454820484164 |
| 2020-09-01 | 79.1547573372263 |
| 2020-10-01 | 80.3779334621829 |
| 2020-11-01 | 80.6003707511516 |
| 2020-12-01 | 80.9141326575938 |
| 2021-01-01 | 80.8242277947021 |
| 2021-02-01 | 80.7640982119484 |
| 2021-03-01 | 81.2143908473253 |
| 2021-04-01 | 82.2469395449699 |
| 2021-05-01 | 81.7260847816054 |
| 2021-06-01 | 81.7407682081749 |
| 2021-07-01 | 82.3701430164523 |
| 2021-08-01 | 82.3851598195235 |
| 2021-09-01 | 82.1170890678695 |
| 2021-10-01 | 83.4807592453692 |
| 2021-11-01 | 83.9947752923278 |
| 2021-12-01 | 83.8686939128784 |
| 2022-01-01 | 83.7937421378677 |
| 2022-02-01 | 84.5423485119472 |
| 2022-03-01 | 84.4999148268151 |
| 2022-04-01 | 83.9620775837449 |
| 2022-05-01 | 83.9499469039984 |
| 2022-06-01 | 83.8227163616097 |
| 2022-07-01 | 83.7094137199944 |
| 2022-08-01 | 83.5989994650299 |
| 2022-09-01 | 83.9951894962696 |
| 2022-10-01 | 83.6260376642966 |
| 2022-11-01 | 83.4147990778284 |
| 2022-12-01 | 83.6472601838986 |
| 2023-01-01 | 83.7696726927665 |
| 2023-02-01 | 83.7380033719035 |
| 2023-03-01 | 83.6554433410852 |
| 2023-04-01 | 83.7807848962366 |
| 2023-05-01 | 84.0848133897769 |
| 2023-06-01 | 83.9647182985736 |
| 2023-07-01 | 83.7422204780912 |
| 2023-08-01 | 83.8856836498026 |
| 2023-09-01 | 83.9383245952482 |
| 2023-10-01 | 83.8148480203526 |
| 2023-11-01 | 83.9561612451512 |
| 2023-12-01 | 84.1181905894682 |
| 2024-01-01 | 85.2158518269508 |
| 2024-02-01 | 84.6008767670086 |
| 2024-03-01 | 84.4385073606134 |
| 2024-04-01 | 84.5959965233902 |
| 2024-05-01 | 84.2083345973310 |
| 2024-06-01 | 83.4832224299052 |
| 2024-07-01 | 83.9713174875909 |
| 2024-08-01 | 83.7438223982296 |
| 2024-09-01 | 83.3620903074881 |
| 2024-10-01 | 83.5565062873681 |
| 2024-11-01 | 83.1824632384781 |
| 2024-12-01 | 82.7740720202510 |
| 2025-01-01 | 82.6436299791370 |
| 2025-02-01 | 82.4620886117675 |
| 2025-03-01 | 82.5240852220330 |
| 2025-04-01 | 82.7391008696516 |
| 2025-05-01 | 82.9812681989609 |
| 2025-06-01 | 83.1148068972941 |
| 2025-07-01 | 82.8664153951153 |
| 2025-08-01 | 83.1017334367345 |
| 2025-09-01 | 82.8965296046565 |
| 2025-10-01 | 82.9711331646121 |
| 2025-11-01 | 83.1934917322763 |
| 2025-12-01 | 83.6998910549681 |
| 2026-01-01 | 83.1561970680801 |
| 2026-02-01 | 83.2350383687092 |
| 2026-03-01 | 83.6299043510855 |
| 2026-04-01 | 83.3985227948379 |
| 2026-05-01 | 83.2654002704302 |
| 2026-06-01 | 83.4715793914950 |