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 2025-12-01 |
| Last Updated | 2026-01-28 3:32 AM CST |
| 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 | 55.1853831091175 |
| 1990-02-01 | 55.2625975198373 |
| 1990-03-01 | 55.6028222051990 |
| 1990-04-01 | 55.5036071143234 |
| 1990-05-01 | 55.3857976248930 |
| 1990-06-01 | 55.3841781177641 |
| 1990-07-01 | 55.7791753151158 |
| 1990-08-01 | 55.1598129450937 |
| 1990-09-01 | 55.8482661672958 |
| 1990-10-01 | 54.7943881987930 |
| 1990-11-01 | 54.9964564648330 |
| 1990-12-01 | 55.1081141931269 |
| 1991-01-01 | 55.8282628118388 |
| 1991-02-01 | 55.6708197415829 |
| 1991-03-01 | 54.4876878154330 |
| 1991-04-01 | 54.0758938105359 |
| 1991-05-01 | 53.2431673956510 |
| 1991-06-01 | 52.4394985604008 |
| 1991-07-01 | 53.0761581347094 |
| 1991-08-01 | 53.1979497102556 |
| 1991-09-01 | 52.8271613460259 |
| 1991-10-01 | 53.6724583970785 |
| 1991-11-01 | 53.9161204670869 |
| 1991-12-01 | 53.6915207015962 |
| 1992-01-01 | 52.4865092299600 |
| 1992-02-01 | 51.8632774723139 |
| 1992-03-01 | 52.1580820596067 |
| 1992-04-01 | 52.0995041823861 |
| 1992-05-01 | 52.4394328917301 |
| 1992-06-01 | 52.7155738277549 |
| 1992-07-01 | 52.1942280258656 |
| 1992-08-01 | 51.7932816819448 |
| 1992-09-01 | 51.1157563196231 |
| 1992-10-01 | 52.3770436559136 |
| 1992-11-01 | 52.4156903406250 |
| 1992-12-01 | 52.1330928314924 |
| 1993-01-01 | 50.7602014578113 |
| 1993-02-01 | 51.3645839073515 |
| 1993-03-01 | 51.5192440866129 |
| 1993-04-01 | 51.6010928509880 |
| 1993-05-01 | 51.7911215687608 |
| 1993-06-01 | 51.0227402669806 |
| 1993-07-01 | 55.0137368646263 |
| 1993-08-01 | 55.5012295035190 |
| 1993-09-01 | 55.0850776475998 |
| 1993-10-01 | 50.9970504171844 |
| 1993-11-01 | 50.9362424905680 |
| 1993-12-01 | 50.9705031837565 |
| 1994-01-01 | 51.8793556233588 |
| 1994-02-01 | 52.0566519833789 |
| 1994-03-01 | 52.2451993088309 |
| 1994-04-01 | 51.8944152771540 |
| 1994-05-01 | 51.4933439325128 |
| 1994-06-01 | 51.9659458652327 |
| 1994-07-01 | 52.2128139500275 |
| 1994-08-01 | 52.2678434006219 |
| 1994-09-01 | 52.5606987114042 |
| 1994-10-01 | 52.0015073439317 |
| 1994-11-01 | 52.4259816744419 |
| 1994-12-01 | 52.3887208096394 |
| 1995-01-01 | 54.1905998102691 |
| 1995-02-01 | 55.3564053712533 |
| 1995-03-01 | 55.4229653381696 |
| 1995-04-01 | 55.8327672494875 |
| 1995-05-01 | 56.0300481823310 |
| 1995-06-01 | 56.6472633579835 |
| 1995-07-01 | 56.4795583760991 |
| 1995-08-01 | 56.6722155708033 |
| 1995-09-01 | 57.2094164775695 |
| 1995-10-01 | 56.3818338749317 |
| 1995-11-01 | 57.1065918680290 |
| 1995-12-01 | 57.3154880624658 |
| 1996-01-01 | 58.8091630245577 |
| 1996-02-01 | 58.4695615320231 |
| 1996-03-01 | 58.5712029303964 |
| 1996-04-01 | 58.7248528373749 |
| 1996-05-01 | 58.7166687445792 |
| 1996-06-01 | 58.5972395334071 |
| 1996-07-01 | 58.1283251143359 |
| 1996-08-01 | 58.2863285304168 |
| 1996-09-01 | 58.2830796125060 |
| 1996-10-01 | 58.9946589189199 |
| 1996-11-01 | 59.0573536330652 |
| 1996-12-01 | 59.1652368520022 |
| 1997-01-01 | 58.7290394553499 |
| 1997-02-01 | 58.2274613731844 |
| 1997-03-01 | 59.3337619606140 |
| 1997-04-01 | 60.9674779776322 |
| 1997-05-01 | 61.0720296131339 |
| 1997-06-01 | 61.3890909632908 |
| 1997-07-01 | 62.3669636671436 |
| 1997-08-01 | 62.6272316402122 |
| 1997-09-01 | 62.4722152587813 |
| 1997-10-01 | 62.4549933497972 |
| 1997-11-01 | 62.5058168516621 |
| 1997-12-01 | 62.8544140430138 |
| 1998-01-01 | 63.5808332349577 |
| 1998-02-01 | 63.0220824511241 |
| 1998-03-01 | 62.6810379846437 |
| 1998-04-01 | 63.1287295934452 |
| 1998-05-01 | 63.5779945139610 |
| 1998-06-01 | 63.7119023232714 |
| 1998-07-01 | 63.8751615807170 |
| 1998-08-01 | 64.3427681684926 |
| 1998-09-01 | 64.7670935559753 |
| 1998-10-01 | 65.0321325358181 |
| 1998-11-01 | 65.4829262962962 |
| 1998-12-01 | 65.5836932891526 |
| 1999-01-01 | 65.8514498261024 |
| 1999-02-01 | 66.1073482232223 |
| 1999-03-01 | 66.4521155189226 |
| 1999-04-01 | 68.9892278583235 |
| 1999-05-01 | 69.1558676991306 |
| 1999-06-01 | 69.8430633036161 |
| 1999-07-01 | 69.0618112601829 |
| 1999-08-01 | 68.9670340380510 |
| 1999-09-01 | 69.2529760347533 |
| 1999-10-01 | 69.4259262970826 |
| 1999-11-01 | 69.8224027376289 |
| 1999-12-01 | 70.0721017547393 |
| 2000-01-01 | 69.4688690967827 |
| 2000-02-01 | 69.6869744937802 |
| 2000-03-01 | 69.6447947055583 |
| 2000-04-01 | 69.8121682039811 |
| 2000-05-01 | 69.6607280781176 |
| 2000-06-01 | 69.5340009077296 |
| 2000-07-01 | 69.9494719540891 |
| 2000-08-01 | 70.1248201603386 |
| 2000-09-01 | 70.3538474589672 |
| 2000-10-01 | 70.4354972741159 |
| 2000-11-01 | 70.5555689619606 |
| 2000-12-01 | 70.4188192212302 |
| 2001-01-01 | 70.1152900620492 |
| 2001-02-01 | 70.3199180544508 |
| 2001-03-01 | 70.3809762938768 |
| 2001-04-01 | 70.5847481271360 |
| 2001-05-01 | 70.6674663005521 |
| 2001-06-01 | 70.9424858407773 |
| 2001-07-01 | 70.4705629453198 |
| 2001-08-01 | 70.4170799122235 |
| 2001-09-01 | 69.8885025296346 |
| 2001-10-01 | 69.5177462206570 |
| 2001-11-01 | 69.3213490448842 |
| 2001-12-01 | 68.7630846381497 |
| 2002-01-01 | 69.5512049309650 |
| 2002-02-01 | 69.0150807232801 |
| 2002-03-01 | 68.8043003498457 |
| 2002-04-01 | 68.2434238752613 |
| 2002-05-01 | 68.2616749902064 |
| 2002-06-01 | 68.1557693863358 |
| 2002-07-01 | 68.7052609589149 |
| 2002-08-01 | 68.7403785457539 |
| 2002-09-01 | 68.8566767362940 |
| 2002-10-01 | 68.9073244712499 |
| 2002-11-01 | 68.8017218233701 |
| 2002-12-01 | 68.6013767974624 |
| 2003-01-01 | 68.2288229717255 |
| 2003-02-01 | 68.6465488058720 |
| 2003-03-01 | 68.9258117915749 |
| 2003-04-01 | 69.2431101444960 |
| 2003-05-01 | 69.9415773714693 |
| 2003-06-01 | 69.7896277684996 |
| 2003-07-01 | 68.2862407036779 |
| 2003-08-01 | 69.1059471158745 |
| 2003-09-01 | 70.0226237223687 |
| 2003-10-01 | 68.9757688526059 |
| 2003-11-01 | 68.6345716535863 |
| 2003-12-01 | 68.6107988635726 |
| 2004-01-01 | 69.4966361224818 |
| 2004-02-01 | 69.8709781952621 |
| 2004-03-01 | 70.2797321869474 |
| 2004-04-01 | 70.6828241963735 |
| 2004-05-01 | 70.5021572133057 |
| 2004-06-01 | 70.6247541667603 |
| 2004-07-01 | 70.4753291305831 |
| 2004-08-01 | 70.6877955022114 |
| 2004-09-01 | 70.7747698759047 |
| 2004-10-01 | 70.9422369710257 |
| 2004-11-01 | 70.8358170322527 |
| 2004-12-01 | 71.2139010192879 |
| 2005-01-01 | 70.7720810833649 |
| 2005-02-01 | 70.9775172129368 |
| 2005-03-01 | 71.1921609715312 |
| 2005-04-01 | 71.3306867158329 |
| 2005-05-01 | 71.5210805933052 |
| 2005-06-01 | 71.9827080575763 |
| 2005-07-01 | 72.9933295156939 |
| 2005-08-01 | 73.4494932821432 |
| 2005-09-01 | 74.1000615354471 |
| 2005-10-01 | 74.7738218073103 |
| 2005-11-01 | 75.5189613398362 |
| 2005-12-01 | 75.8105368219941 |
| 2006-01-01 | 76.4943609966416 |
| 2006-02-01 | 76.9279767029512 |
| 2006-03-01 | 76.8525640147448 |
| 2006-04-01 | 76.3643500702230 |
| 2006-05-01 | 76.4796193473712 |
| 2006-06-01 | 76.6323796271274 |
| 2006-07-01 | 75.5142267418015 |
| 2006-08-01 | 75.7957262053570 |
| 2006-09-01 | 75.8198512868543 |
| 2006-10-01 | 75.9091540522061 |
| 2006-11-01 | 76.2914168485612 |
| 2006-12-01 | 76.5586097891640 |
| 2007-01-01 | 76.6248177285141 |
| 2007-02-01 | 76.2902172408101 |
| 2007-03-01 | 76.4332282578247 |
| 2007-04-01 | 76.3699775020731 |
| 2007-05-01 | 76.7789691953830 |
| 2007-06-01 | 77.2584019956352 |
| 2007-07-01 | 78.0642902601243 |
| 2007-08-01 | 78.8414497869889 |
| 2007-09-01 | 78.8437613867993 |
| 2007-10-01 | 77.9582804263184 |
| 2007-11-01 | 77.9712592940712 |
| 2007-12-01 | 77.5960520216580 |
| 2008-01-01 | 78.3859613755273 |
| 2008-02-01 | 78.7010335844407 |
| 2008-03-01 | 78.4995745849133 |
| 2008-04-01 | 78.9151112126426 |
| 2008-05-01 | 78.9514143378052 |
| 2008-06-01 | 78.6766006113508 |
| 2008-07-01 | 78.7137867521105 |
| 2008-08-01 | 78.6806888374613 |
| 2008-09-01 | 78.0955329846338 |
| 2008-10-01 | 77.5569157083371 |
| 2008-11-01 | 76.1564256963044 |
| 2008-12-01 | 75.2294727778649 |
| 2009-01-01 | 74.2671540385750 |
| 2009-02-01 | 73.5038426353020 |
| 2009-03-01 | 73.0351046397633 |
| 2009-04-01 | 72.5168607198864 |
| 2009-05-01 | 72.0241842216931 |
| 2009-06-01 | 72.1763747834817 |
| 2009-07-01 | 70.2779731702365 |
| 2009-08-01 | 70.2083595026682 |
| 2009-09-01 | 69.5874538734942 |
| 2009-10-01 | 70.6911963272793 |
| 2009-11-01 | 71.0655569691797 |
| 2009-12-01 | 70.8375214653044 |
| 2010-01-01 | 71.1393272907574 |
| 2010-02-01 | 71.0941816361919 |
| 2010-03-01 | 70.9290353292839 |
| 2010-04-01 | 71.3095172449781 |
| 2010-05-01 | 70.7440304313885 |
| 2010-06-01 | 70.5781400285243 |
| 2010-07-01 | 69.8079407163727 |
| 2010-08-01 | 69.8359626463974 |
| 2010-09-01 | 69.8088433447674 |
| 2010-10-01 | 69.5807665605504 |
| 2010-11-01 | 69.5622354451971 |
| 2010-12-01 | 69.7556033962003 |
| 2011-01-01 | 69.4625138612830 |
| 2011-02-01 | 69.5332010707754 |
| 2011-03-01 | 69.5951226378945 |
| 2011-04-01 | 69.6595225583941 |
| 2011-05-01 | 69.6288318558472 |
| 2011-06-01 | 69.6589066313748 |
| 2011-07-01 | 69.8120638092300 |
| 2011-08-01 | 70.3459061905535 |
| 2011-09-01 | 70.5119899881468 |
| 2011-10-01 | 70.8033285747841 |
| 2011-11-01 | 70.9886105765177 |
| 2011-12-01 | 71.0657625812550 |
| 2012-01-01 | 70.5471133517215 |
| 2012-02-01 | 70.5443127817835 |
| 2012-03-01 | 70.9595192366746 |
| 2012-04-01 | 70.9523002767779 |
| 2012-05-01 | 71.2764831472049 |
| 2012-06-01 | 71.2544902449456 |
| 2012-07-01 | 71.6753879446547 |
| 2012-08-01 | 71.3336170046935 |
| 2012-09-01 | 71.1844292061300 |
| 2012-10-01 | 71.4122416370676 |
| 2012-11-01 | 71.5257669502577 |
| 2012-12-01 | 71.5978175032111 |
| 2013-01-01 | 72.3159574845253 |
| 2013-02-01 | 72.6347942313153 |
| 2013-03-01 | 72.7506098757753 |
| 2013-04-01 | 73.2693651976038 |
| 2013-05-01 | 73.2530886771586 |
| 2013-06-01 | 73.4776219402224 |
| 2013-07-01 | 73.7148435544109 |
| 2013-08-01 | 73.6975236127277 |
| 2013-09-01 | 73.6988164777967 |
| 2013-10-01 | 73.6918073022755 |
| 2013-11-01 | 73.8830023515279 |
| 2013-12-01 | 73.9512935853104 |
| 2014-01-01 | 74.1013751581512 |
| 2014-02-01 | 74.0381645426376 |
| 2014-03-01 | 74.1512011880730 |
| 2014-04-01 | 73.7781315703070 |
| 2014-05-01 | 74.0295628887475 |
| 2014-06-01 | 74.3237647399337 |
| 2014-07-01 | 74.0482315572547 |
| 2014-08-01 | 74.7758469185307 |
| 2014-09-01 | 75.0031981017105 |
| 2014-10-01 | 74.9215566973430 |
| 2014-11-01 | 75.1283533128131 |
| 2014-12-01 | 75.4019362849822 |
| 2015-01-01 | 75.6177481916503 |
| 2015-02-01 | 75.9518705644704 |
| 2015-03-01 | 76.0249465416743 |
| 2015-04-01 | 76.2114832852927 |
| 2015-05-01 | 76.5084645305151 |
| 2015-06-01 | 76.7867788017099 |
| 2015-07-01 | 76.8007937677312 |
| 2015-08-01 | 76.9515902625922 |
| 2015-09-01 | 77.2633966472057 |
| 2015-10-01 | 77.9396508685351 |
| 2015-11-01 | 78.1583003717697 |
| 2015-12-01 | 78.3218067228666 |
| 2016-01-01 | 78.8936404828379 |
| 2016-02-01 | 78.9957189892700 |
| 2016-03-01 | 78.7811447056600 |
| 2016-04-01 | 79.3496588676789 |
| 2016-05-01 | 79.1688895827995 |
| 2016-06-01 | 79.2570659071647 |
| 2016-07-01 | 79.5817365328416 |
| 2016-08-01 | 79.6262112606608 |
| 2016-09-01 | 79.8322147678933 |
| 2016-10-01 | 79.2264699744059 |
| 2016-11-01 | 79.5489854014225 |
| 2016-12-01 | 79.5234730468609 |
| 2017-01-01 | 78.7058729298217 |
| 2017-02-01 | 79.3381573561805 |
| 2017-03-01 | 79.8337547085339 |
| 2017-04-01 | 80.7180458662877 |
| 2017-05-01 | 80.7343480540647 |
| 2017-06-01 | 80.9297598180243 |
| 2017-07-01 | 81.4745316382175 |
| 2017-08-01 | 81.5892789425552 |
| 2017-09-01 | 81.7180794792377 |
| 2017-10-01 | 82.6836042042788 |
| 2017-11-01 | 82.4974884314885 |
| 2017-12-01 | 82.5076102059353 |
| 2018-01-01 | 83.5573663631510 |
| 2018-02-01 | 84.0091907115459 |
| 2018-03-01 | 84.2920385377752 |
| 2018-04-01 | 83.8609418419995 |
| 2018-05-01 | 83.7891504621025 |
| 2018-06-01 | 83.8098974129644 |
| 2018-07-01 | 82.9603133542928 |
| 2018-08-01 | 83.8791261147273 |
| 2018-09-01 | 84.0664879173679 |
| 2018-10-01 | 83.5866451636705 |
| 2018-11-01 | 83.7266483474420 |
| 2018-12-01 | 83.6937736324726 |
| 2019-01-01 | 83.7414246718860 |
| 2019-02-01 | 83.7292136840848 |
| 2019-03-01 | 84.1248088070164 |
| 2019-04-01 | 84.4227886815941 |
| 2019-05-01 | 84.7442925021694 |
| 2019-06-01 | 84.8769874266518 |
| 2019-07-01 | 84.7775895777190 |
| 2019-08-01 | 84.9973110870539 |
| 2019-09-01 | 85.1091573617510 |
| 2019-10-01 | 84.3767748794016 |
| 2019-11-01 | 84.8647799705860 |
| 2019-12-01 | 84.7827953279324 |
| 2020-01-01 | 85.6362989494546 |
| 2020-02-01 | 85.6569899260510 |
| 2020-03-01 | 84.4671425752790 |
| 2020-04-01 | 76.8373418614573 |
| 2020-05-01 | 77.3424337972436 |
| 2020-06-01 | 78.1207353711841 |
| 2020-07-01 | 78.7246835421015 |
| 2020-08-01 | 79.1504883072656 |
| 2020-09-01 | 79.1700576601496 |
| 2020-10-01 | 80.3795601880275 |
| 2020-11-01 | 80.6321326026156 |
| 2020-12-01 | 80.9102616354911 |
| 2021-01-01 | 80.8028087437928 |
| 2021-02-01 | 80.7473648151458 |
| 2021-03-01 | 81.2288771090733 |
| 2021-04-01 | 82.2031285413296 |
| 2021-05-01 | 81.7087196762044 |
| 2021-06-01 | 81.7518543786601 |
| 2021-07-01 | 82.3787028281594 |
| 2021-08-01 | 82.4102649821776 |
| 2021-09-01 | 82.1414202854562 |
| 2021-10-01 | 83.5216808430686 |
| 2021-11-01 | 84.0419034735847 |
| 2021-12-01 | 83.8296052185612 |
| 2022-01-01 | 83.7552730718340 |
| 2022-02-01 | 84.5009628836198 |
| 2022-03-01 | 84.4901179677326 |
| 2022-04-01 | 83.8791048590134 |
| 2022-05-01 | 83.9239797695480 |
| 2022-06-01 | 83.8699648794020 |
| 2022-07-01 | 83.7317417587161 |
| 2022-08-01 | 83.6762676448610 |
| 2022-09-01 | 84.0430281316671 |
| 2022-10-01 | 83.7057439331894 |
| 2022-11-01 | 83.4815845339528 |
| 2022-12-01 | 83.5678295090586 |
| 2023-01-01 | 83.6830587056582 |
| 2023-02-01 | 83.6514870487984 |
| 2023-03-01 | 83.6299372876981 |
| 2023-04-01 | 83.6538634225796 |
| 2023-05-01 | 84.0355378935379 |
| 2023-06-01 | 84.0557213741706 |
| 2023-07-01 | 83.7920607650560 |
| 2023-08-01 | 84.0353685647892 |
| 2023-09-01 | 84.0160303838544 |
| 2023-10-01 | 83.9441661495766 |
| 2023-11-01 | 84.0360558481284 |
| 2023-12-01 | 83.9936382100159 |
| 2024-01-01 | 85.0766886100167 |
| 2024-02-01 | 84.4526819168427 |
| 2024-03-01 | 84.3875789915976 |
| 2024-04-01 | 84.8256046984434 |
| 2024-05-01 | 84.7434063583211 |
| 2024-06-01 | 84.4221561745609 |
| 2024-07-01 | 85.0525741876820 |
| 2024-08-01 | 85.0718222450813 |
| 2024-09-01 | 84.9758599429437 |
| 2024-10-01 | 85.0145055500952 |
| 2024-11-01 | 85.0664675109149 |
| 2024-12-01 | 85.3227817979694 |
| 2025-01-01 | 85.0421469107225 |
| 2025-02-01 | 84.5508120755659 |
| 2025-03-01 | 85.1692970079362 |
| 2025-04-01 | 85.1414493279341 |
| 2025-05-01 | 84.7924241210784 |
| 2025-06-01 | 85.0932345867604 |
| 2025-07-01 | 84.1789691188067 |
| 2025-08-01 | 83.7883574001667 |
| 2025-09-01 | 83.8328913327516 |
| 2025-10-01 | 84.0623441684622 |
| 2025-11-01 | 84.0801491375661 |
| 2025-12-01 | 83.9183720974235 |