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 2026-07-01 |
| Last Updated | 2026-08-21 7:26 PM 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 | 55.1852638019955 |
| 1990-02-01 | 55.2624393523661 |
| 1990-03-01 | 55.6027546779041 |
| 1990-04-01 | 55.5036593217577 |
| 1990-05-01 | 55.3859732900463 |
| 1990-06-01 | 55.3844793262141 |
| 1990-07-01 | 55.7792398600548 |
| 1990-08-01 | 55.1598760324933 |
| 1990-09-01 | 55.8494902930510 |
| 1990-10-01 | 54.7937996857118 |
| 1990-11-01 | 54.9958126651178 |
| 1990-12-01 | 55.1078019042080 |
| 1991-01-01 | 55.8281334962006 |
| 1991-02-01 | 55.6706544884471 |
| 1991-03-01 | 54.4876197012398 |
| 1991-04-01 | 54.0759556285905 |
| 1991-05-01 | 53.2433626352632 |
| 1991-06-01 | 52.4398240589040 |
| 1991-07-01 | 53.0762347546611 |
| 1991-08-01 | 53.1980657556518 |
| 1991-09-01 | 52.8283510228612 |
| 1991-10-01 | 53.6717724899325 |
| 1991-11-01 | 53.9154809685885 |
| 1991-12-01 | 53.6912101842000 |
| 1992-01-01 | 52.4863585673563 |
| 1992-02-01 | 51.8631176168837 |
| 1992-03-01 | 52.1580246013436 |
| 1992-04-01 | 52.0995889560910 |
| 1992-05-01 | 52.4396516417031 |
| 1992-06-01 | 52.7159318386812 |
| 1992-07-01 | 52.1943439859597 |
| 1992-08-01 | 51.7934995572859 |
| 1992-09-01 | 51.1167803306701 |
| 1992-10-01 | 52.3762558005122 |
| 1992-11-01 | 52.4150830237189 |
| 1992-12-01 | 52.1328026498981 |
| 1993-01-01 | 50.7600070379503 |
| 1993-02-01 | 51.3644632149222 |
| 1993-03-01 | 51.5192245682977 |
| 1993-04-01 | 51.6012099819327 |
| 1993-05-01 | 51.7913546628005 |
| 1993-06-01 | 51.0230927032243 |
| 1993-07-01 | 55.0138915486016 |
| 1993-08-01 | 55.5014881296756 |
| 1993-09-01 | 55.0858728101174 |
| 1993-10-01 | 50.9962324637301 |
| 1993-11-01 | 50.9357321437982 |
| 1993-12-01 | 50.9702433522189 |
| 1994-01-01 | 51.8791425936944 |
| 1994-02-01 | 52.0565860911656 |
| 1994-03-01 | 52.2452140581818 |
| 1994-04-01 | 51.8945443326239 |
| 1994-05-01 | 51.4935694758228 |
| 1994-06-01 | 51.9662695802911 |
| 1994-07-01 | 52.2129618600159 |
| 1994-08-01 | 52.2681202523828 |
| 1994-09-01 | 52.5612717606988 |
| 1994-10-01 | 52.0006987442694 |
| 1994-11-01 | 52.4255829386757 |
| 1994-12-01 | 52.3885274995554 |
| 1995-01-01 | 54.1903933918205 |
| 1995-02-01 | 55.3564041900090 |
| 1995-03-01 | 55.4230452907588 |
| 1995-04-01 | 55.8328911559896 |
| 1995-05-01 | 56.0302275831648 |
| 1995-06-01 | 56.6474947001461 |
| 1995-07-01 | 56.4796758824666 |
| 1995-08-01 | 56.6724101995765 |
| 1995-09-01 | 57.2097689033929 |
| 1995-10-01 | 56.3811747907388 |
| 1995-11-01 | 57.1063457117648 |
| 1995-12-01 | 57.3153705693262 |
| 1996-01-01 | 58.8090055222075 |
| 1996-02-01 | 58.4696208766354 |
| 1996-03-01 | 58.5713528824449 |
| 1996-04-01 | 58.7249102858528 |
| 1996-05-01 | 58.7167602450499 |
| 1996-06-01 | 58.5973705187935 |
| 1996-07-01 | 58.1283919504694 |
| 1996-08-01 | 58.2864355066876 |
| 1996-09-01 | 58.2832231619463 |
| 1996-10-01 | 58.9942290949169 |
| 1996-11-01 | 59.0572393546009 |
| 1996-12-01 | 59.1652010138783 |
| 1997-01-01 | 58.7289374965033 |
| 1997-02-01 | 58.2275634324664 |
| 1997-03-01 | 59.3339699681935 |
| 1997-04-01 | 60.9674584347882 |
| 1997-05-01 | 61.0720270741623 |
| 1997-06-01 | 61.3891287424629 |
| 1997-07-01 | 62.3669821047671 |
| 1997-08-01 | 62.6272428313173 |
| 1997-09-01 | 62.4722083693285 |
| 1997-10-01 | 62.4548133897883 |
| 1997-11-01 | 62.5057977375582 |
| 1997-12-01 | 62.8544204161617 |
| 1998-01-01 | 63.5808053011825 |
| 1998-02-01 | 63.0222014817793 |
| 1998-03-01 | 62.6812582764802 |
| 1998-04-01 | 63.1286325050899 |
| 1998-05-01 | 63.5779261544191 |
| 1998-06-01 | 63.7118954137351 |
| 1998-07-01 | 63.8751248218218 |
| 1998-08-01 | 64.3427372621777 |
| 1998-09-01 | 64.7670710377783 |
| 1998-10-01 | 65.0320725071349 |
| 1998-11-01 | 65.4829377797723 |
| 1998-12-01 | 65.5837173558297 |
| 1999-01-01 | 65.8514828637667 |
| 1999-02-01 | 66.1074525713700 |
| 1999-03-01 | 66.4523183170805 |
| 1999-04-01 | 68.9891063535593 |
| 1999-05-01 | 69.1557715630216 |
| 1999-06-01 | 69.8430349125446 |
| 1999-07-01 | 69.0617536597891 |
| 1999-08-01 | 68.9669913492303 |
| 1999-09-01 | 69.2529533941708 |
| 1999-10-01 | 69.4259238468687 |
| 1999-11-01 | 69.8224205615284 |
| 1999-12-01 | 70.0721252532911 |
| 2000-01-01 | 69.4689420674222 |
| 2000-02-01 | 69.6870590148102 |
| 2000-03-01 | 69.6449574084443 |
| 2000-04-01 | 69.8120433349711 |
| 2000-05-01 | 69.6606320404961 |
| 2000-06-01 | 69.5339715499334 |
| 2000-07-01 | 69.9494176157289 |
| 2000-08-01 | 70.1247862072800 |
| 2000-09-01 | 70.3538368293959 |
| 2000-10-01 | 70.4355046093953 |
| 2000-11-01 | 70.5555871539880 |
| 2000-12-01 | 70.4188376549589 |
| 2001-01-01 | 70.1153697312312 |
| 2001-02-01 | 70.3199751353182 |
| 2001-03-01 | 70.3810756017989 |
| 2001-04-01 | 70.5846620464810 |
| 2001-05-01 | 70.6673938431951 |
| 2001-06-01 | 70.9424601561363 |
| 2001-07-01 | 70.4705205823308 |
| 2001-08-01 | 70.4170568141503 |
| 2001-09-01 | 69.8884980290793 |
| 2001-10-01 | 69.5177540628369 |
| 2001-11-01 | 69.3213600564436 |
| 2001-12-01 | 68.7630977383027 |
| 2002-01-01 | 69.5512808590915 |
| 2002-02-01 | 69.0151126562715 |
| 2002-03-01 | 68.8043387287961 |
| 2002-04-01 | 68.2433793810412 |
| 2002-05-01 | 68.2616318249010 |
| 2002-06-01 | 68.1557471336146 |
| 2002-07-01 | 68.7052336071432 |
| 2002-08-01 | 68.7403670307232 |
| 2002-09-01 | 68.8566763919994 |
| 2002-10-01 | 68.9073296950471 |
| 2002-11-01 | 68.8017251774659 |
| 2002-12-01 | 68.6013866354614 |
| 2003-01-01 | 68.2288831857437 |
| 2003-02-01 | 68.6465555792356 |
| 2003-03-01 | 68.9258121910961 |
| 2003-04-01 | 69.2431019872016 |
| 2003-05-01 | 69.9415593309654 |
| 2003-06-01 | 69.7896081193911 |
| 2003-07-01 | 68.2862262305520 |
| 2003-08-01 | 69.1059431677469 |
| 2003-09-01 | 70.0226233871165 |
| 2003-10-01 | 68.9757697528935 |
| 2003-11-01 | 68.6345700187734 |
| 2003-12-01 | 68.6108059338405 |
| 2004-01-01 | 69.4966782795793 |
| 2004-02-01 | 69.8709762631162 |
| 2004-03-01 | 70.2797295119777 |
| 2004-04-01 | 70.6828202532558 |
| 2004-05-01 | 70.5021488081411 |
| 2004-06-01 | 70.6247402556957 |
| 2004-07-01 | 70.4753225575170 |
| 2004-08-01 | 70.6877953107746 |
| 2004-09-01 | 70.7747703880143 |
| 2004-10-01 | 70.9422373032746 |
| 2004-11-01 | 70.8358150303117 |
| 2004-12-01 | 71.2139054414910 |
| 2005-01-01 | 70.7721054260464 |
| 2005-02-01 | 70.9775145101659 |
| 2005-03-01 | 71.1921583679507 |
| 2005-04-01 | 71.3306842139736 |
| 2005-05-01 | 71.5210761444027 |
| 2005-06-01 | 71.9827004394600 |
| 2005-07-01 | 72.9933263128915 |
| 2005-08-01 | 73.4494942384176 |
| 2005-09-01 | 74.1000623652771 |
| 2005-10-01 | 74.7738222810266 |
| 2005-11-01 | 75.5189608308347 |
| 2005-12-01 | 75.8105405908223 |
| 2006-01-01 | 76.4943704384674 |
| 2006-02-01 | 76.9279756308770 |
| 2006-03-01 | 76.8525621019305 |
| 2006-04-01 | 76.3643473908137 |
| 2006-05-01 | 76.4796155903719 |
| 2006-06-01 | 76.6323756571744 |
| 2006-07-01 | 75.5142286983671 |
| 2006-08-01 | 75.7957274462176 |
| 2006-09-01 | 75.8198533268148 |
| 2006-10-01 | 75.9091556810278 |
| 2006-11-01 | 76.2914187149575 |
| 2006-12-01 | 76.5586116864252 |
| 2007-01-01 | 76.6248164272904 |
| 2007-02-01 | 76.2902139270383 |
| 2007-03-01 | 76.4332243292078 |
| 2007-04-01 | 76.3699736423022 |
| 2007-05-01 | 76.7789657417810 |
| 2007-06-01 | 77.2584016054243 |
| 2007-07-01 | 78.0643034559596 |
| 2007-08-01 | 78.8414516826107 |
| 2007-09-01 | 78.8437654654659 |
| 2007-10-01 | 77.9582840263596 |
| 2007-11-01 | 77.9712626582893 |
| 2007-12-01 | 77.5960487657807 |
| 2008-01-01 | 78.3859529377109 |
| 2008-02-01 | 78.7010225922707 |
| 2008-03-01 | 78.4995644572452 |
| 2008-04-01 | 78.9151052106801 |
| 2008-05-01 | 78.9514124844457 |
| 2008-06-01 | 78.6766052221851 |
| 2008-07-01 | 78.7138167378397 |
| 2008-08-01 | 78.6806989956583 |
| 2008-09-01 | 78.0955428163930 |
| 2008-10-01 | 77.5569197945665 |
| 2008-11-01 | 76.1564282780745 |
| 2008-12-01 | 75.2294650682122 |
| 2009-01-01 | 74.2671143476841 |
| 2009-02-01 | 73.5038028080666 |
| 2009-03-01 | 73.0351038243478 |
| 2009-04-01 | 72.5168664820544 |
| 2009-05-01 | 72.0241910961226 |
| 2009-06-01 | 72.1763835142990 |
| 2009-07-01 | 70.2780564110634 |
| 2009-08-01 | 70.2083694540459 |
| 2009-09-01 | 69.5874621925240 |
| 2009-10-01 | 70.6911928159433 |
| 2009-11-01 | 71.0655463111384 |
| 2009-12-01 | 70.8374875167361 |
| 2010-01-01 | 71.1392397764913 |
| 2010-02-01 | 71.0941118038290 |
| 2010-03-01 | 70.9290572789476 |
| 2010-04-01 | 71.3095574012109 |
| 2010-05-01 | 70.7440684180283 |
| 2010-06-01 | 70.5781647617224 |
| 2010-07-01 | 69.8080714164785 |
| 2010-08-01 | 69.8359695994713 |
| 2010-09-01 | 69.8088535396957 |
| 2010-10-01 | 69.5807442563837 |
| 2010-11-01 | 69.5621934029061 |
| 2010-12-01 | 69.7555493666418 |
| 2011-01-01 | 69.4623666079903 |
| 2011-02-01 | 69.5330342722419 |
| 2011-03-01 | 69.5950540964494 |
| 2011-04-01 | 69.6599550452682 |
| 2011-05-01 | 69.6287746569035 |
| 2011-06-01 | 69.6588532940038 |
| 2011-07-01 | 69.8123633762741 |
| 2011-08-01 | 70.3458686758565 |
| 2011-09-01 | 70.5119635177957 |
| 2011-10-01 | 70.8032808128047 |
| 2011-11-01 | 70.9885485938256 |
| 2011-12-01 | 71.0656739369541 |
| 2012-01-01 | 70.5469161674809 |
| 2012-02-01 | 70.5440765456740 |
| 2012-03-01 | 70.9593666938347 |
| 2012-04-01 | 70.9531347758284 |
| 2012-05-01 | 71.2763344935184 |
| 2012-06-01 | 71.2543273243529 |
| 2012-07-01 | 71.6757551075574 |
| 2012-08-01 | 71.3335120685002 |
| 2012-09-01 | 71.1844094458971 |
| 2012-10-01 | 71.4122496519090 |
| 2012-11-01 | 71.5257412514729 |
| 2012-12-01 | 71.5977224367856 |
| 2013-01-01 | 72.3157498397882 |
| 2013-02-01 | 72.6345902005088 |
| 2013-03-01 | 72.7499949630621 |
| 2013-04-01 | 73.2707107729034 |
| 2013-05-01 | 73.2528784491928 |
| 2013-06-01 | 73.4773048948170 |
| 2013-07-01 | 73.7151936407680 |
| 2013-08-01 | 73.6972963231972 |
| 2013-09-01 | 73.6987997429069 |
| 2013-10-01 | 73.6922641075743 |
| 2013-11-01 | 73.8829463142324 |
| 2013-12-01 | 73.9510961252730 |
| 2014-01-01 | 74.1013890971324 |
| 2014-02-01 | 74.0377876678653 |
| 2014-03-01 | 74.1498516593400 |
| 2014-04-01 | 73.7805269507815 |
| 2014-05-01 | 74.0290392023044 |
| 2014-06-01 | 74.3232332439760 |
| 2014-07-01 | 74.0483358371229 |
| 2014-08-01 | 74.7753205803416 |
| 2014-09-01 | 75.0024670348881 |
| 2014-10-01 | 74.9242452102421 |
| 2014-11-01 | 75.1278300090409 |
| 2014-12-01 | 75.4016295025265 |
| 2015-01-01 | 75.6180348485356 |
| 2015-02-01 | 75.9513077312655 |
| 2015-03-01 | 76.0227070975684 |
| 2015-04-01 | 76.2147493427218 |
| 2015-05-01 | 76.5074400727649 |
| 2015-06-01 | 76.7857543308003 |
| 2015-07-01 | 76.8015404435994 |
| 2015-08-01 | 76.9505350119252 |
| 2015-09-01 | 77.2618070121817 |
| 2015-10-01 | 77.9444741487120 |
| 2015-11-01 | 78.1573161330024 |
| 2015-12-01 | 78.3213144604509 |
| 2016-01-01 | 78.8940890101293 |
| 2016-02-01 | 78.9949041510234 |
| 2016-03-01 | 78.7785776933214 |
| 2016-04-01 | 79.3534224177600 |
| 2016-05-01 | 79.1677209237468 |
| 2016-06-01 | 79.2562204751163 |
| 2016-07-01 | 79.5833599381957 |
| 2016-08-01 | 79.6241571376620 |
| 2016-09-01 | 79.8288958233580 |
| 2016-10-01 | 79.2344561853845 |
| 2016-11-01 | 79.5457382205460 |
| 2016-12-01 | 79.5203506930642 |
| 2017-01-01 | 78.7092059590336 |
| 2017-02-01 | 79.3404645806098 |
| 2017-03-01 | 79.8264053466083 |
| 2017-04-01 | 80.7228651921500 |
| 2017-05-01 | 80.7351993652979 |
| 2017-06-01 | 80.9298987113884 |
| 2017-07-01 | 81.4771417007798 |
| 2017-08-01 | 81.5864092240252 |
| 2017-09-01 | 81.7132649346839 |
| 2017-10-01 | 82.6916045284248 |
| 2017-11-01 | 82.4910961452929 |
| 2017-12-01 | 82.5016552205794 |
| 2018-01-01 | 83.5635487225850 |
| 2018-02-01 | 84.0135940009629 |
| 2018-03-01 | 84.2784144008483 |
| 2018-04-01 | 83.8752479193946 |
| 2018-05-01 | 83.7899393808609 |
| 2018-06-01 | 83.8108996240149 |
| 2018-07-01 | 82.9641605005097 |
| 2018-08-01 | 83.8781805603665 |
| 2018-09-01 | 84.0545322859794 |
| 2018-10-01 | 83.5989125025080 |
| 2018-11-01 | 83.7093079823845 |
| 2018-12-01 | 83.6876842622732 |
| 2019-01-01 | 83.7510577268150 |
| 2019-02-01 | 83.7361322241698 |
| 2019-03-01 | 84.1053662043486 |
| 2019-04-01 | 84.4470796580895 |
| 2019-05-01 | 84.7463143526968 |
| 2019-06-01 | 84.8792293858103 |
| 2019-07-01 | 84.7827346046317 |
| 2019-08-01 | 84.9976772552619 |
| 2019-09-01 | 85.0890497287819 |
| 2019-10-01 | 84.3871212351121 |
| 2019-11-01 | 84.8369877330313 |
| 2019-12-01 | 84.7793776866592 |
| 2020-01-01 | 85.6487633587936 |
| 2020-02-01 | 85.6674873250357 |
| 2020-03-01 | 84.4514590953572 |
| 2020-04-01 | 76.8740471931726 |
| 2020-05-01 | 77.3456364084271 |
| 2020-06-01 | 78.1223337810648 |
| 2020-07-01 | 78.7257007499070 |
| 2020-08-01 | 79.1454415406706 |
| 2020-09-01 | 79.1352860101863 |
| 2020-10-01 | 80.3839651025090 |
| 2020-11-01 | 80.5932902895591 |
| 2020-12-01 | 80.9142003766537 |
| 2021-01-01 | 80.8293197847426 |
| 2021-02-01 | 80.7711385611671 |
| 2021-03-01 | 81.2187662442764 |
| 2021-04-01 | 82.2571022554950 |
| 2021-05-01 | 81.7250558981071 |
| 2021-06-01 | 81.7349287071219 |
| 2021-07-01 | 82.3692314516860 |
| 2021-08-01 | 82.3844998500209 |
| 2021-09-01 | 82.0975231042938 |
| 2021-10-01 | 83.4844029480679 |
| 2021-11-01 | 83.9885067199503 |
| 2021-12-01 | 83.8708087956310 |
| 2022-01-01 | 83.8014579012615 |
| 2022-02-01 | 84.5525465463912 |
| 2022-03-01 | 84.5074965015435 |
| 2022-04-01 | 83.9733065585470 |
| 2022-05-01 | 83.9469133043851 |
| 2022-06-01 | 83.8085710386663 |
| 2022-07-01 | 83.7049717354334 |
| 2022-08-01 | 83.5972928543751 |
| 2022-09-01 | 83.9766080858259 |
| 2022-10-01 | 83.6289447818635 |
| 2022-11-01 | 83.4094005908113 |
| 2022-12-01 | 83.6524746895181 |
| 2023-01-01 | 83.7804622713132 |
| 2023-02-01 | 83.7526659957679 |
| 2023-03-01 | 83.6708900951367 |
| 2023-04-01 | 83.8034272490283 |
| 2023-05-01 | 84.0698530042579 |
| 2023-06-01 | 83.9259991048822 |
| 2023-07-01 | 83.7359790018836 |
| 2023-08-01 | 83.8837453170004 |
| 2023-09-01 | 83.9264028334491 |
| 2023-10-01 | 83.8173368915854 |
| 2023-11-01 | 83.9547125586192 |
| 2023-12-01 | 84.1259528947349 |
| 2024-01-01 | 85.2293405329985 |
| 2024-02-01 | 84.6214351478575 |
| 2024-03-01 | 84.4633910531762 |
| 2024-04-01 | 84.6304065103703 |
| 2024-05-01 | 84.1836316557376 |
| 2024-06-01 | 83.4207672870370 |
| 2024-07-01 | 83.9504976856455 |
| 2024-08-01 | 83.7425766193050 |
| 2024-09-01 | 83.3575913119970 |
| 2024-10-01 | 83.5609779620532 |
| 2024-11-01 | 83.1852365607526 |
| 2024-12-01 | 82.7845732438558 |
| 2025-01-01 | 82.6604072785879 |
| 2025-02-01 | 82.4888563904456 |
| 2025-03-01 | 82.5589602835294 |
| 2025-04-01 | 82.7892765141743 |
| 2025-05-01 | 82.9464017655158 |
| 2025-06-01 | 83.0252523082489 |
| 2025-07-01 | 82.8281074518745 |
| 2025-08-01 | 83.1028680458557 |
| 2025-09-01 | 82.8995916495073 |
| 2025-10-01 | 82.9782081068082 |
| 2025-11-01 | 83.2016659527131 |
| 2025-12-01 | 83.7127585201105 |
| 2026-01-01 | 83.1755332184006 |
| 2026-02-01 | 83.2669021056568 |
| 2026-03-01 | 83.6711633130549 |
| 2026-04-01 | 83.4564085185314 |
| 2026-05-01 | 83.2274981765737 |
| 2026-06-01 | 83.9686101985915 |
| 2026-07-01 | 83.9956133745851 |