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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 55.1852327172 |
| 1990-02-01 | 55.2624042840 |
| 1990-03-01 | 55.6027419632 |
| 1990-04-01 | 55.5036752206 |
| 1990-05-01 | 55.3860179747 |
| 1990-06-01 | 55.3845666690 |
| 1990-07-01 | 55.7792463897 |
| 1990-08-01 | 55.1598827872 |
| 1990-09-01 | 55.8497496305 |
| 1990-10-01 | 54.7936683992 |
| 1990-11-01 | 54.9956725313 |
| 1990-12-01 | 55.1077302290 |
| 1991-01-01 | 55.8280994514 |
| 1991-02-01 | 55.6706177264 |
| 1991-03-01 | 54.4876068137 |
| 1991-04-01 | 54.0759738583 |
| 1991-05-01 | 53.2434123298 |
| 1991-06-01 | 52.4399165132 |
| 1991-07-01 | 53.0762429005 |
| 1991-08-01 | 53.1980840010 |
| 1991-09-01 | 52.8286036807 |
| 1991-10-01 | 53.6716212265 |
| 1991-11-01 | 53.9153420031 |
| 1991-12-01 | 53.6911387495 |
| 1992-01-01 | 52.4863206009 |
| 1992-02-01 | 51.8630762647 |
| 1992-03-01 | 52.1580157506 |
| 1992-04-01 | 52.0996134988 |
| 1992-05-01 | 52.4397073591 |
| 1992-06-01 | 52.7160307208 |
| 1992-07-01 | 52.1943595775 |
| 1992-08-01 | 51.7935400306 |
| 1992-09-01 | 51.1169981198 |
| 1992-10-01 | 52.3760849724 |
| 1992-11-01 | 52.4149527339 |
| 1992-12-01 | 52.1327379011 |
| 1993-01-01 | 50.7599531477 |
| 1993-02-01 | 51.3644256240 |
| 1993-03-01 | 51.5192257920 |
| 1993-04-01 | 51.6012427094 |
| 1993-05-01 | 51.7914143265 |
| 1993-06-01 | 51.0231868158 |
| 1993-07-01 | 55.0139177423 |
| 1993-08-01 | 55.5015396663 |
| 1993-09-01 | 55.0860439254 |
| 1993-10-01 | 50.9960587773 |
| 1993-11-01 | 50.9356247266 |
| 1993-12-01 | 50.9701866565 |
| 1994-01-01 | 51.8790750637 |
| 1994-02-01 | 52.0565510583 |
| 1994-03-01 | 52.2452208750 |
| 1994-04-01 | 51.8945847840 |
| 1994-05-01 | 51.4936285596 |
| 1994-06-01 | 51.9663572634 |
| 1994-07-01 | 52.2129909012 |
| 1994-08-01 | 52.2681797865 |
| 1994-09-01 | 52.5613988951 |
| 1994-10-01 | 52.0005318958 |
| 1994-11-01 | 52.4255006087 |
| 1994-12-01 | 52.3884838690 |
| 1995-01-01 | 54.1903143493 |
| 1995-02-01 | 55.3563789461 |
| 1995-03-01 | 55.4230448639 |
| 1995-04-01 | 55.8329405495 |
| 1995-05-01 | 56.0302831981 |
| 1995-06-01 | 56.6475651233 |
| 1995-07-01 | 56.4797085474 |
| 1995-08-01 | 56.6724597393 |
| 1995-09-01 | 57.2098551434 |
| 1995-10-01 | 56.3810443407 |
| 1995-11-01 | 57.1062941152 |
| 1995-12-01 | 57.3153378720 |
| 1996-01-01 | 58.8089284533 |
| 1996-02-01 | 58.4695914250 |
| 1996-03-01 | 58.5713196298 |
| 1996-04-01 | 58.7249805333 |
| 1996-05-01 | 58.7168150670 |
| 1996-06-01 | 58.5974222355 |
| 1996-07-01 | 58.1284269672 |
| 1996-08-01 | 58.2864758443 |
| 1996-09-01 | 58.2832684895 |
| 1996-10-01 | 58.9941478537 |
| 1996-11-01 | 59.0572110500 |
| 1996-12-01 | 59.1651803481 |
| 1997-01-01 | 58.7288599282 |
| 1997-02-01 | 58.2275315375 |
| 1997-03-01 | 59.3339012998 |
| 1997-04-01 | 60.9675438862 |
| 1997-05-01 | 61.0720840925 |
| 1997-06-01 | 61.3891626548 |
| 1997-07-01 | 62.3670214757 |
| 1997-08-01 | 62.6272717425 |
| 1997-09-01 | 62.4722243694 |
| 1997-10-01 | 62.4547821427 |
| 1997-11-01 | 62.5057826893 |
| 1997-12-01 | 62.8544015114 |
| 1998-01-01 | 63.5807380241 |
| 1998-02-01 | 63.0221583465 |
| 1998-03-01 | 62.6811610102 |
| 1998-04-01 | 63.1287283807 |
| 1998-05-01 | 63.5779879595 |
| 1998-06-01 | 63.7119208466 |
| 1998-07-01 | 63.8751618724 |
| 1998-08-01 | 64.3427619481 |
| 1998-09-01 | 64.7670821411 |
| 1998-10-01 | 65.0320611478 |
| 1998-11-01 | 65.4829240329 |
| 1998-12-01 | 65.5836967367 |
| 1999-01-01 | 65.8514249942 |
| 1999-02-01 | 66.1074094189 |
| 1999-03-01 | 66.4522166364 |
| 1999-04-01 | 68.9891946733 |
| 1999-05-01 | 69.1558334682 |
| 1999-06-01 | 69.8430563840 |
| 1999-07-01 | 69.0617888358 |
| 1999-08-01 | 68.9670134946 |
| 1999-09-01 | 69.2529621773 |
| 1999-10-01 | 69.4259206881 |
| 1999-11-01 | 69.8224070875 |
| 1999-12-01 | 70.0721038278 |
| 2000-01-01 | 69.4688931756 |
| 2000-02-01 | 69.6870154876 |
| 2000-03-01 | 69.6448684077 |
| 2000-04-01 | 69.8121214469 |
| 2000-05-01 | 69.6606890461 |
| 2000-06-01 | 69.5339887656 |
| 2000-07-01 | 69.9494488933 |
| 2000-08-01 | 70.1248050881 |
| 2000-09-01 | 70.3538423020 |
| 2000-10-01 | 70.4355002349 |
| 2000-11-01 | 70.5555775009 |
| 2000-12-01 | 70.4188202295 |
| 2001-01-01 | 70.1153209795 |
| 2001-02-01 | 70.3199450749 |
| 2001-03-01 | 70.3810216340 |
| 2001-04-01 | 70.5847125159 |
| 2001-05-01 | 70.6674365504 |
| 2001-06-01 | 70.9424744825 |
| 2001-07-01 | 70.4705448591 |
| 2001-08-01 | 70.4170699221 |
| 2001-09-01 | 69.8885008911 |
| 2001-10-01 | 69.5177501694 |
| 2001-11-01 | 69.3213549152 |
| 2001-12-01 | 68.7630847581 |
| 2002-01-01 | 69.5512373907 |
| 2002-02-01 | 69.0150953724 |
| 2002-03-01 | 68.8043181256 |
| 2002-04-01 | 68.2434051594 |
| 2002-05-01 | 68.2616570018 |
| 2002-06-01 | 68.1557592569 |
| 2002-07-01 | 68.7052493909 |
| 2002-08-01 | 68.7403738557 |
| 2002-09-01 | 68.8566769981 |
| 2002-10-01 | 68.9073272276 |
| 2002-11-01 | 68.8017244198 |
| 2002-12-01 | 68.6013771587 |
| 2003-01-01 | 68.2288485597 |
| 2003-02-01 | 68.6465522484 |
| 2003-03-01 | 68.9258125018 |
| 2003-04-01 | 69.2431071490 |
| 2003-05-01 | 69.9415700697 |
| 2003-06-01 | 69.7896188275 |
| 2003-07-01 | 68.2862347629 |
| 2003-08-01 | 69.1059456322 |
| 2003-09-01 | 70.0226238215 |
| 2003-10-01 | 68.9757694137 |
| 2003-11-01 | 68.6345716275 |
| 2003-12-01 | 68.6108001797 |
| 2004-01-01 | 69.4966536266 |
| 2004-02-01 | 69.8709774364 |
| 2004-03-01 | 70.2797312813 |
| 2004-04-01 | 70.6828227747 |
| 2004-05-01 | 70.5021537762 |
| 2004-06-01 | 70.6247481323 |
| 2004-07-01 | 70.4753267027 |
| 2004-08-01 | 70.6877955500 |
| 2004-09-01 | 70.7747702819 |
| 2004-10-01 | 70.9422372176 |
| 2004-11-01 | 70.8358167893 |
| 2004-12-01 | 71.2139017893 |
| 2005-01-01 | 70.7720910748 |
| 2005-02-01 | 70.9775157730 |
| 2005-03-01 | 71.1921597039 |
| 2005-04-01 | 71.3306856396 |
| 2005-05-01 | 71.5210787956 |
| 2005-06-01 | 71.9827049510 |
| 2005-07-01 | 72.9933289937 |
| 2005-08-01 | 73.4494940044 |
| 2005-09-01 | 74.1000621266 |
| 2005-10-01 | 74.7738220294 |
| 2005-11-01 | 75.5189614458 |
| 2005-12-01 | 75.8105377993 |
| 2006-01-01 | 76.4943645895 |
| 2006-02-01 | 76.9279755240 |
| 2006-03-01 | 76.8525625385 |
| 2006-04-01 | 76.3643483716 |
| 2006-05-01 | 76.4796172837 |
| 2006-06-01 | 76.6323781571 |
| 2006-07-01 | 75.5142305358 |
| 2006-08-01 | 75.7957271101 |
| 2006-09-01 | 75.8198528745 |
| 2006-10-01 | 75.9091552029 |
| 2006-11-01 | 76.2914185891 |
| 2006-12-01 | 76.5586092634 |
| 2007-01-01 | 76.6248157845 |
| 2007-02-01 | 76.2902136506 |
| 2007-03-01 | 76.4332244894 |
| 2007-04-01 | 76.3699743687 |
| 2007-05-01 | 76.7789665768 |
| 2007-06-01 | 77.2584022101 |
| 2007-07-01 | 78.0643044457 |
| 2007-08-01 | 78.8414513787 |
| 2007-09-01 | 78.8437648523 |
| 2007-10-01 | 77.9582834711 |
| 2007-11-01 | 77.9712623312 |
| 2007-12-01 | 77.5960478873 |
| 2008-01-01 | 78.3859534506 |
| 2008-02-01 | 78.7010232064 |
| 2008-03-01 | 78.4995649061 |
| 2008-04-01 | 78.9151055590 |
| 2008-05-01 | 78.9514126214 |
| 2008-06-01 | 78.6766051773 |
| 2008-07-01 | 78.7138166781 |
| 2008-08-01 | 78.6806980050 |
| 2008-09-01 | 78.0955417379 |
| 2008-10-01 | 77.5569191619 |
| 2008-11-01 | 76.1564280388 |
| 2008-12-01 | 75.2294649167 |
| 2009-01-01 | 74.2671178099 |
| 2009-02-01 | 73.5038050707 |
| 2009-03-01 | 73.0351032524 |
| 2009-04-01 | 72.5168657248 |
| 2009-05-01 | 72.0241904127 |
| 2009-06-01 | 72.1763827504 |
| 2009-07-01 | 70.2780551013 |
| 2009-08-01 | 70.2083679621 |
| 2009-09-01 | 69.5874606776 |
| 2009-10-01 | 70.6911918084 |
| 2009-11-01 | 71.0655456298 |
| 2009-12-01 | 70.8374920422 |
| 2010-01-01 | 71.1392457162 |
| 2010-02-01 | 71.0941150675 |
| 2010-03-01 | 70.9290547483 |
| 2010-04-01 | 71.3095544147 |
| 2010-05-01 | 70.7440660034 |
| 2010-06-01 | 70.5781632693 |
| 2010-07-01 | 69.8080696565 |
| 2010-08-01 | 69.8359681629 |
| 2010-09-01 | 69.8088514565 |
| 2010-10-01 | 69.5807429764 |
| 2010-11-01 | 69.5621925215 |
| 2010-12-01 | 69.7555580883 |
| 2011-01-01 | 69.4623753455 |
| 2011-02-01 | 69.5330412206 |
| 2011-03-01 | 69.5950547177 |
| 2011-04-01 | 69.6599361464 |
| 2011-05-01 | 69.6287749814 |
| 2011-06-01 | 69.6588526637 |
| 2011-07-01 | 69.8123612761 |
| 2011-08-01 | 70.3458657626 |
| 2011-09-01 | 70.5119600848 |
| 2011-10-01 | 70.8032791435 |
| 2011-11-01 | 70.9885488392 |
| 2011-12-01 | 71.0656913182 |
| 2012-01-01 | 70.5469288888 |
| 2012-02-01 | 70.5440849493 |
| 2012-03-01 | 70.9593661305 |
| 2012-04-01 | 70.9530950384 |
| 2012-05-01 | 71.2763355031 |
| 2012-06-01 | 71.2543354231 |
| 2012-07-01 | 71.6757652610 |
| 2012-08-01 | 71.3335136936 |
| 2012-09-01 | 71.1843971606 |
| 2012-10-01 | 71.4122328312 |
| 2012-11-01 | 71.5257326017 |
| 2012-12-01 | 71.5977455951 |
| 2013-01-01 | 72.3157739144 |
| 2013-02-01 | 72.6346001715 |
| 2013-03-01 | 72.7500198654 |
| 2013-04-01 | 73.2706384198 |
| 2013-05-01 | 73.2528728933 |
| 2013-06-01 | 73.4773303299 |
| 2013-07-01 | 73.7152317582 |
| 2013-08-01 | 73.6973087887 |
| 2013-09-01 | 73.6987697722 |
| 2013-10-01 | 73.6921943615 |
| 2013-11-01 | 73.8829152132 |
| 2013-12-01 | 73.9511072214 |
| 2014-01-01 | 74.1014655322 |
| 2014-02-01 | 74.0378250344 |
| 2014-03-01 | 74.1499453143 |
| 2014-04-01 | 73.7802602024 |
| 2014-05-01 | 74.0291025590 |
| 2014-06-01 | 74.3233016308 |
| 2014-07-01 | 74.0484011782 |
| 2014-08-01 | 74.7753707916 |
| 2014-09-01 | 75.0027383402 |
| 2014-10-01 | 74.9236132801 |
| 2014-11-01 | 75.1279130179 |
| 2014-12-01 | 75.4016711641 |
| 2015-01-01 | 75.6181577060 |
| 2015-02-01 | 75.9513189426 |
| 2015-03-01 | 76.0228288540 |
| 2015-04-01 | 76.2142784947 |
| 2015-05-01 | 76.5076119567 |
| 2015-06-01 | 76.7859831708 |
| 2015-07-01 | 76.8014838712 |
| 2015-08-01 | 76.9507109496 |
| 2015-09-01 | 77.2624170676 |
| 2015-10-01 | 77.9433122296 |
| 2015-11-01 | 78.1575665596 |
| 2015-12-01 | 78.3214711539 |
| 2016-01-01 | 78.8942909967 |
| 2016-02-01 | 78.9948030348 |
| 2016-03-01 | 78.7784929109 |
| 2016-04-01 | 79.3526019534 |
| 2016-05-01 | 79.1678828407 |
| 2016-06-01 | 79.2564775893 |
| 2016-07-01 | 79.5831949579 |
| 2016-08-01 | 79.6248133977 |
| 2016-09-01 | 79.8304849585 |
| 2016-10-01 | 79.2318925228 |
| 2016-11-01 | 79.5468814755 |
| 2016-12-01 | 79.5213579353 |
| 2017-01-01 | 78.7092323841 |
| 2017-02-01 | 79.3393744667 |
| 2017-03-01 | 79.8259593779 |
| 2017-04-01 | 80.7213990655 |
| 2017-05-01 | 80.7351677291 |
| 2017-06-01 | 80.9300624772 |
| 2017-07-01 | 81.4769688969 |
| 2017-08-01 | 81.5877968227 |
| 2017-09-01 | 81.7158976494 |
| 2017-10-01 | 82.6886118560 |
| 2017-11-01 | 82.4933498519 |
| 2017-12-01 | 82.5034695842 |
| 2018-01-01 | 83.5632807782 |
| 2018-02-01 | 84.0116843243 |
| 2018-03-01 | 84.2778441957 |
| 2018-04-01 | 83.8708299869 |
| 2018-05-01 | 83.7901608679 |
| 2018-06-01 | 83.8109266202 |
| 2018-07-01 | 82.9635356860 |
| 2018-08-01 | 83.8788691805 |
| 2018-09-01 | 84.0628635119 |
| 2018-10-01 | 83.5935960334 |
| 2018-11-01 | 83.7143121472 |
| 2018-12-01 | 83.6895011727 |
| 2019-01-01 | 83.7500580510 |
| 2019-02-01 | 83.7329954438 |
| 2019-03-01 | 84.1044745360 |
| 2019-04-01 | 84.4397037222 |
| 2019-05-01 | 84.7465169182 |
| 2019-06-01 | 84.8791153720 |
| 2019-07-01 | 84.7817453738 |
| 2019-08-01 | 84.9976279305 |
| 2019-09-01 | 85.1026020128 |
| 2019-10-01 | 84.3813475829 |
| 2019-11-01 | 84.8441276169 |
| 2019-12-01 | 84.7804217767 |
| 2020-01-01 | 85.6470608458 |
| 2020-02-01 | 85.6637478820 |
| 2020-03-01 | 84.4500445959 |
| 2020-04-01 | 76.8638775304 |
| 2020-05-01 | 77.3456150204 |
| 2020-06-01 | 78.1219399021 |
| 2020-07-01 | 78.7245471438 |
| 2020-08-01 | 79.1447539011 |
| 2020-09-01 | 79.1542761441 |
| 2020-10-01 | 80.3778984638 |
| 2020-11-01 | 80.6025760963 |
| 2020-12-01 | 80.9143179729 |
| 2021-01-01 | 80.8259716949 |
| 2021-02-01 | 80.7658612792 |
| 2021-03-01 | 81.2161830400 |
| 2021-04-01 | 82.2451845889 |
| 2021-05-01 | 81.7250801773 |
| 2021-06-01 | 81.7350224046 |
| 2021-07-01 | 82.3695094439 |
| 2021-08-01 | 82.3851289890 |
| 2021-09-01 | 82.1176089181 |
| 2021-10-01 | 83.4816648905 |
| 2021-11-01 | 83.9978904138 |
| 2021-12-01 | 83.8696074625 |
| 2022-01-01 | 83.7955519698 |
| 2022-02-01 | 84.5446462881 |
| 2022-03-01 | 84.5020631221 |
| 2022-04-01 | 83.9593021054 |
| 2022-05-01 | 83.9480176759 |
| 2022-06-01 | 83.8110871333 |
| 2022-07-01 | 83.7085330128 |
| 2022-08-01 | 83.6003324067 |
| 2022-09-01 | 83.9987908366 |
| 2022-10-01 | 83.6302997895 |
| 2022-11-01 | 83.4199946128 |
| 2022-12-01 | 83.6473110804 |
| 2023-01-01 | 83.7709782301 |
| 2023-02-01 | 83.7398289092 |
| 2023-03-01 | 83.6565939998 |
| 2023-04-01 | 83.7784291830 |
| 2023-05-01 | 84.0841823903 |
| 2023-06-01 | 83.9395612697 |
| 2023-07-01 | 83.7378890416 |
| 2023-08-01 | 83.8941167918 |
| 2023-09-01 | 83.9485787050 |
| 2023-10-01 | 83.8246490560 |
| 2023-11-01 | 83.9636411724 |
| 2023-12-01 | 84.1167475603 |
| 2024-01-01 | 85.2150413920 |
| 2024-02-01 | 84.6009824437 |
| 2024-03-01 | 84.4381887196 |
| 2024-04-01 | 84.5949698511 |
| 2024-05-01 | 84.2116060551 |
| 2024-06-01 | 83.4469811695 |
| 2024-07-01 | 83.9556946527 |
| 2024-08-01 | 83.7582131531 |
| 2024-09-01 | 83.3803178161 |
| 2024-10-01 | 83.5729765232 |
| 2024-11-01 | 83.1928465276 |
| 2024-12-01 | 82.7711305653 |
| 2025-01-01 | 82.6411243178 |
| 2025-02-01 | 82.4604068336 |
| 2025-03-01 | 82.5224973604 |
| 2025-04-01 | 82.7406418818 |
| 2025-05-01 | 82.9914177292 |
| 2025-06-01 | 83.0659076918 |
| 2025-07-01 | 82.8356093977 |
| 2025-08-01 | 83.1216213531 |
| 2025-09-01 | 82.9226927640 |
| 2025-10-01 | 82.9935788680 |
| 2025-11-01 | 83.2067029847 |
| 2025-12-01 | 83.6968462245 |
| 2026-01-01 | 83.1519822117 |
| 2026-02-01 | 83.2316978552 |
| 2026-03-01 | 83.6277853154 |
| 2026-04-01 | 83.4018558462 |
| 2026-05-01 | 83.2810686964 |
| 2026-06-01 | 84.0182777120 |
| 2026-07-01 | 83.7103337835 |
| 2026-08-01 | 83.5915266374 |