Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846056170001SA |
| 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 10:59 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 | 38.0145473378 |
| 1990-02-01 | 37.9610009313 |
| 1990-03-01 | 38.3559319708 |
| 1990-04-01 | 37.9785732530 |
| 1990-05-01 | 38.0490860536 |
| 1990-06-01 | 38.1290722710 |
| 1990-07-01 | 38.4338615273 |
| 1990-08-01 | 38.3350505039 |
| 1990-09-01 | 38.4129524098 |
| 1990-10-01 | 37.5993716470 |
| 1990-11-01 | 37.6155286306 |
| 1990-12-01 | 37.7026244591 |
| 1991-01-01 | 37.5569261316 |
| 1991-02-01 | 37.7666898701 |
| 1991-03-01 | 36.9563279155 |
| 1991-04-01 | 36.8633848930 |
| 1991-05-01 | 36.1258315991 |
| 1991-06-01 | 35.4111093693 |
| 1991-07-01 | 35.9245147666 |
| 1991-08-01 | 35.8898299733 |
| 1991-09-01 | 35.6835526319 |
| 1991-10-01 | 36.4315187253 |
| 1991-11-01 | 36.6803495617 |
| 1991-12-01 | 36.5526660698 |
| 1992-01-01 | 34.7309580608 |
| 1992-02-01 | 34.4536336085 |
| 1992-03-01 | 34.3624672874 |
| 1992-04-01 | 34.2206645213 |
| 1992-05-01 | 34.4545719013 |
| 1992-06-01 | 34.5374687827 |
| 1992-07-01 | 34.2292979097 |
| 1992-08-01 | 33.7382062208 |
| 1992-09-01 | 33.1538037014 |
| 1992-10-01 | 33.9807826355 |
| 1992-11-01 | 33.7812511643 |
| 1992-12-01 | 33.5304034204 |
| 1993-01-01 | 32.5219828280 |
| 1993-02-01 | 32.8382150187 |
| 1993-03-01 | 32.7564701261 |
| 1993-04-01 | 33.0840600363 |
| 1993-05-01 | 33.1544581202 |
| 1993-06-01 | 32.5228772125 |
| 1993-07-01 | 35.9286918357 |
| 1993-08-01 | 36.3023885942 |
| 1993-09-01 | 36.0060972585 |
| 1993-10-01 | 32.8399156976 |
| 1993-11-01 | 32.6914793707 |
| 1993-12-01 | 32.6001055318 |
| 1994-01-01 | 33.0496652814 |
| 1994-02-01 | 33.2446120194 |
| 1994-03-01 | 33.4636781956 |
| 1994-04-01 | 33.2281796519 |
| 1994-05-01 | 33.0217635323 |
| 1994-06-01 | 33.4301331620 |
| 1994-07-01 | 33.6258192967 |
| 1994-08-01 | 33.6454704533 |
| 1994-09-01 | 33.7869074030 |
| 1994-10-01 | 33.3873051175 |
| 1994-11-01 | 33.4815470405 |
| 1994-12-01 | 33.2609438357 |
| 1995-01-01 | 34.0554707333 |
| 1995-02-01 | 34.7429672217 |
| 1995-03-01 | 34.5705770493 |
| 1995-04-01 | 34.6159087356 |
| 1995-05-01 | 34.8328574821 |
| 1995-06-01 | 35.1634100467 |
| 1995-07-01 | 34.8937301953 |
| 1995-08-01 | 35.1172178965 |
| 1995-09-01 | 35.4617988472 |
| 1995-10-01 | 35.1079071152 |
| 1995-11-01 | 35.4247424471 |
| 1995-12-01 | 35.1609829930 |
| 1996-01-01 | 36.6515405076 |
| 1996-02-01 | 36.4627964101 |
| 1996-03-01 | 36.5125323240 |
| 1996-04-01 | 36.7208434364 |
| 1996-05-01 | 36.6823153282 |
| 1996-06-01 | 36.5231031030 |
| 1996-07-01 | 36.2506671562 |
| 1996-08-01 | 36.2060158384 |
| 1996-09-01 | 36.1725070316 |
| 1996-10-01 | 36.4912033358 |
| 1996-11-01 | 36.4960217467 |
| 1996-12-01 | 36.3303970848 |
| 1997-01-01 | 36.2060425308 |
| 1997-02-01 | 36.2897555121 |
| 1997-03-01 | 36.8916915604 |
| 1997-04-01 | 37.8540783244 |
| 1997-05-01 | 37.6724898599 |
| 1997-06-01 | 37.8010258894 |
| 1997-07-01 | 38.3030539900 |
| 1997-08-01 | 38.5086766085 |
| 1997-09-01 | 38.2879814105 |
| 1997-10-01 | 38.5131935754 |
| 1997-11-01 | 38.5275373509 |
| 1997-12-01 | 38.5038494314 |
| 1998-01-01 | 38.4576155406 |
| 1998-02-01 | 38.4578310290 |
| 1998-03-01 | 37.8883664532 |
| 1998-04-01 | 37.5790101336 |
| 1998-05-01 | 37.7822216865 |
| 1998-06-01 | 37.6010214834 |
| 1998-07-01 | 37.6215565347 |
| 1998-08-01 | 37.5425817537 |
| 1998-09-01 | 37.9041577543 |
| 1998-10-01 | 38.0592159825 |
| 1998-11-01 | 38.4950661853 |
| 1998-12-01 | 38.3484279289 |
| 1999-01-01 | 38.1654449177 |
| 1999-02-01 | 38.1991010740 |
| 1999-03-01 | 38.5678427556 |
| 1999-04-01 | 40.3937755844 |
| 1999-05-01 | 40.5241285741 |
| 1999-06-01 | 40.8066640790 |
| 1999-07-01 | 40.8181383302 |
| 1999-08-01 | 40.6362295258 |
| 1999-09-01 | 40.8667239982 |
| 1999-10-01 | 40.8451646952 |
| 1999-11-01 | 41.2301149021 |
| 1999-12-01 | 41.1402397474 |
| 2000-01-01 | 40.9888616240 |
| 2000-02-01 | 41.0563688303 |
| 2000-03-01 | 40.8986429555 |
| 2000-04-01 | 40.8657174446 |
| 2000-05-01 | 40.7599890650 |
| 2000-06-01 | 40.6833311826 |
| 2000-07-01 | 40.5041561154 |
| 2000-08-01 | 40.8341774846 |
| 2000-09-01 | 40.8051908435 |
| 2000-10-01 | 41.1907558497 |
| 2000-11-01 | 41.1147923220 |
| 2000-12-01 | 41.1558705640 |
| 2001-01-01 | 41.3954710058 |
| 2001-02-01 | 41.4949350469 |
| 2001-03-01 | 41.4061214996 |
| 2001-04-01 | 41.5010970323 |
| 2001-05-01 | 41.4771994273 |
| 2001-06-01 | 41.5650759577 |
| 2001-07-01 | 41.6316979187 |
| 2001-08-01 | 41.6617715800 |
| 2001-09-01 | 41.1473404141 |
| 2001-10-01 | 41.1315858654 |
| 2001-11-01 | 40.9919176489 |
| 2001-12-01 | 40.5321391540 |
| 2002-01-01 | 41.0024341476 |
| 2002-02-01 | 40.7321381864 |
| 2002-03-01 | 40.7117991618 |
| 2002-04-01 | 40.6490674997 |
| 2002-05-01 | 40.6891584908 |
| 2002-06-01 | 40.5557982199 |
| 2002-07-01 | 40.7590191024 |
| 2002-08-01 | 40.7463673657 |
| 2002-09-01 | 40.6432647793 |
| 2002-10-01 | 39.9539680357 |
| 2002-11-01 | 39.9269592857 |
| 2002-12-01 | 39.5435151742 |
| 2003-01-01 | 39.7782708889 |
| 2003-02-01 | 40.0221304416 |
| 2003-03-01 | 40.4250439066 |
| 2003-04-01 | 40.5532503731 |
| 2003-05-01 | 41.0973529286 |
| 2003-06-01 | 40.9713544682 |
| 2003-07-01 | 39.6289583529 |
| 2003-08-01 | 40.0993739013 |
| 2003-09-01 | 40.3585042899 |
| 2003-10-01 | 40.2538032434 |
| 2003-11-01 | 39.8104921818 |
| 2003-12-01 | 39.6745462673 |
| 2004-01-01 | 40.5274431119 |
| 2004-02-01 | 40.5960976293 |
| 2004-03-01 | 40.8435886907 |
| 2004-04-01 | 41.1084330462 |
| 2004-05-01 | 41.0224848278 |
| 2004-06-01 | 41.2017695713 |
| 2004-07-01 | 41.0139926874 |
| 2004-08-01 | 41.1949935882 |
| 2004-09-01 | 41.0828313392 |
| 2004-10-01 | 40.9266682174 |
| 2004-11-01 | 41.0519358062 |
| 2004-12-01 | 41.0969166630 |
| 2005-01-01 | 40.9523483224 |
| 2005-02-01 | 40.9572795209 |
| 2005-03-01 | 40.8831464623 |
| 2005-04-01 | 41.2743395825 |
| 2005-05-01 | 41.8442300804 |
| 2005-06-01 | 42.4607296467 |
| 2005-07-01 | 43.2230505350 |
| 2005-08-01 | 43.5492758794 |
| 2005-09-01 | 43.9056459127 |
| 2005-10-01 | 44.9757084901 |
| 2005-11-01 | 45.2960303793 |
| 2005-12-01 | 45.5604180184 |
| 2006-01-01 | 45.2679522688 |
| 2006-02-01 | 45.5149030448 |
| 2006-03-01 | 45.3337278515 |
| 2006-04-01 | 44.7465907031 |
| 2006-05-01 | 44.5776983158 |
| 2006-06-01 | 44.7117405120 |
| 2006-07-01 | 43.3067339573 |
| 2006-08-01 | 43.2512032476 |
| 2006-09-01 | 43.2453486467 |
| 2006-10-01 | 43.3163820326 |
| 2006-11-01 | 43.5489575045 |
| 2006-12-01 | 43.7937965501 |
| 2007-01-01 | 44.0109566654 |
| 2007-02-01 | 43.7857680798 |
| 2007-03-01 | 43.7762358510 |
| 2007-04-01 | 43.5639132475 |
| 2007-05-01 | 43.6834479883 |
| 2007-06-01 | 43.7406531928 |
| 2007-07-01 | 43.8877716636 |
| 2007-08-01 | 44.5324267377 |
| 2007-09-01 | 44.2708296968 |
| 2007-10-01 | 43.8976639807 |
| 2007-11-01 | 44.0468845006 |
| 2007-12-01 | 44.0613598604 |
| 2008-01-01 | 44.3755066336 |
| 2008-02-01 | 44.5702367698 |
| 2008-03-01 | 44.5872136352 |
| 2008-04-01 | 45.5304515990 |
| 2008-05-01 | 45.7728180494 |
| 2008-06-01 | 45.6489537831 |
| 2008-07-01 | 46.0694913742 |
| 2008-08-01 | 46.2279180886 |
| 2008-09-01 | 45.9043717890 |
| 2008-10-01 | 45.6951892634 |
| 2008-11-01 | 44.8500148034 |
| 2008-12-01 | 44.3272212069 |
| 2009-01-01 | 44.0760249066 |
| 2009-02-01 | 43.7757334939 |
| 2009-03-01 | 43.4916300878 |
| 2009-04-01 | 42.6432967825 |
| 2009-05-01 | 42.6282446354 |
| 2009-06-01 | 42.8487665021 |
| 2009-07-01 | 40.9522421573 |
| 2009-08-01 | 41.1510401234 |
| 2009-09-01 | 40.8590465827 |
| 2009-10-01 | 41.2117156280 |
| 2009-11-01 | 41.5674364571 |
| 2009-12-01 | 41.4660331972 |
| 2010-01-01 | 41.5643588535 |
| 2010-02-01 | 41.5547208255 |
| 2010-03-01 | 41.3732782393 |
| 2010-04-01 | 41.6879271406 |
| 2010-05-01 | 41.3012763481 |
| 2010-06-01 | 41.2403270746 |
| 2010-07-01 | 40.3460411955 |
| 2010-08-01 | 40.4990301863 |
| 2010-09-01 | 40.6466149267 |
| 2010-10-01 | 40.2330840666 |
| 2010-11-01 | 40.1435624170 |
| 2010-12-01 | 40.3558657203 |
| 2011-01-01 | 40.3532526747 |
| 2011-02-01 | 40.4217916733 |
| 2011-03-01 | 40.5412873836 |
| 2011-04-01 | 40.6694474110 |
| 2011-05-01 | 40.7908454578 |
| 2011-06-01 | 40.6278396849 |
| 2011-07-01 | 40.3528173596 |
| 2011-08-01 | 40.9529969419 |
| 2011-09-01 | 41.0968440617 |
| 2011-10-01 | 41.6873033609 |
| 2011-11-01 | 41.7513807132 |
| 2011-12-01 | 41.8243296717 |
| 2012-01-01 | 41.5992371338 |
| 2012-02-01 | 41.6601250515 |
| 2012-03-01 | 41.9000801564 |
| 2012-04-01 | 42.1017198185 |
| 2012-05-01 | 42.3144534509 |
| 2012-06-01 | 42.2241832225 |
| 2012-07-01 | 42.5709812759 |
| 2012-08-01 | 42.2731312121 |
| 2012-09-01 | 42.3150373116 |
| 2012-10-01 | 42.4402259115 |
| 2012-11-01 | 42.4464495839 |
| 2012-12-01 | 42.5037526075 |
| 2013-01-01 | 42.8460550504 |
| 2013-02-01 | 43.0184808014 |
| 2013-03-01 | 42.9841338801 |
| 2013-04-01 | 43.0423162956 |
| 2013-05-01 | 43.0411780222 |
| 2013-06-01 | 43.1347523065 |
| 2013-07-01 | 43.0622933077 |
| 2013-08-01 | 43.2383553253 |
| 2013-09-01 | 43.2858887217 |
| 2013-10-01 | 43.3938016527 |
| 2013-11-01 | 43.4909251018 |
| 2013-12-01 | 43.6304646851 |
| 2014-01-01 | 43.2011600312 |
| 2014-02-01 | 43.0617465944 |
| 2014-03-01 | 43.1738090262 |
| 2014-04-01 | 42.7713489134 |
| 2014-05-01 | 42.7787397989 |
| 2014-06-01 | 43.0472173933 |
| 2014-07-01 | 42.6597818789 |
| 2014-08-01 | 43.2722046787 |
| 2014-09-01 | 43.3705307219 |
| 2014-10-01 | 43.1100992981 |
| 2014-11-01 | 43.2213412826 |
| 2014-12-01 | 43.5853426649 |
| 2015-01-01 | 43.6676223289 |
| 2015-02-01 | 43.8291708035 |
| 2015-03-01 | 43.7700362476 |
| 2015-04-01 | 43.8850139538 |
| 2015-05-01 | 44.0014778316 |
| 2015-06-01 | 44.2632472506 |
| 2015-07-01 | 44.2691636378 |
| 2015-08-01 | 44.2991749501 |
| 2015-09-01 | 44.5229497166 |
| 2015-10-01 | 44.8221079188 |
| 2015-11-01 | 45.1823591906 |
| 2015-12-01 | 45.2371086751 |
| 2016-01-01 | 45.5485578392 |
| 2016-02-01 | 45.5975882543 |
| 2016-03-01 | 45.3670282797 |
| 2016-04-01 | 45.9713350841 |
| 2016-05-01 | 46.1169146931 |
| 2016-06-01 | 45.9978937780 |
| 2016-07-01 | 46.1902855196 |
| 2016-08-01 | 46.0550314953 |
| 2016-09-01 | 46.2982411959 |
| 2016-10-01 | 45.6992414671 |
| 2016-11-01 | 45.6934581643 |
| 2016-12-01 | 45.7753937312 |
| 2017-01-01 | 45.7445124784 |
| 2017-02-01 | 46.0549740003 |
| 2017-03-01 | 46.2734972016 |
| 2017-04-01 | 46.7740071521 |
| 2017-05-01 | 46.9316557545 |
| 2017-06-01 | 47.1777626117 |
| 2017-07-01 | 47.5981195038 |
| 2017-08-01 | 47.9153131772 |
| 2017-09-01 | 48.0027857999 |
| 2017-10-01 | 48.6439987034 |
| 2017-11-01 | 48.4630421017 |
| 2017-12-01 | 48.4693204178 |
| 2018-01-01 | 48.9891929921 |
| 2018-02-01 | 48.7990826565 |
| 2018-03-01 | 48.9957496554 |
| 2018-04-01 | 48.7566905291 |
| 2018-05-01 | 48.8628254889 |
| 2018-06-01 | 48.7711797006 |
| 2018-07-01 | 48.2127870758 |
| 2018-08-01 | 48.5111827370 |
| 2018-09-01 | 48.8676168049 |
| 2018-10-01 | 48.3467048881 |
| 2018-11-01 | 48.2601659963 |
| 2018-12-01 | 48.5356336411 |
| 2019-01-01 | 48.6687452286 |
| 2019-02-01 | 48.5181162471 |
| 2019-03-01 | 48.8871079937 |
| 2019-04-01 | 48.9778400714 |
| 2019-05-01 | 49.0053705246 |
| 2019-06-01 | 49.3546554242 |
| 2019-07-01 | 49.3498489376 |
| 2019-08-01 | 49.3385034913 |
| 2019-09-01 | 49.6209785040 |
| 2019-10-01 | 49.0483873590 |
| 2019-11-01 | 49.4601325605 |
| 2019-12-01 | 49.4740040421 |
| 2020-01-01 | 50.3645967043 |
| 2020-02-01 | 50.2530105801 |
| 2020-03-01 | 49.6717239217 |
| 2020-04-01 | 44.5821033772 |
| 2020-05-01 | 44.9231776012 |
| 2020-06-01 | 44.9926942431 |
| 2020-07-01 | 45.8928754974 |
| 2020-08-01 | 46.3118013353 |
| 2020-09-01 | 46.0851317078 |
| 2020-10-01 | 46.9697638660 |
| 2020-11-01 | 47.0685598957 |
| 2020-12-01 | 47.2452429773 |
| 2021-01-01 | 46.7409798174 |
| 2021-02-01 | 46.4800802499 |
| 2021-03-01 | 46.9419459584 |
| 2021-04-01 | 47.6870274943 |
| 2021-05-01 | 47.5107009319 |
| 2021-06-01 | 47.6126834224 |
| 2021-07-01 | 47.8283589113 |
| 2021-08-01 | 47.8821872763 |
| 2021-09-01 | 47.8347869615 |
| 2021-10-01 | 48.3954223766 |
| 2021-11-01 | 48.7279537248 |
| 2021-12-01 | 48.6429011741 |
| 2022-01-01 | 48.3192964909 |
| 2022-02-01 | 48.7761982973 |
| 2022-03-01 | 48.8120571192 |
| 2022-04-01 | 48.2428047425 |
| 2022-05-01 | 48.1612782372 |
| 2022-06-01 | 48.2695093420 |
| 2022-07-01 | 48.0649406812 |
| 2022-08-01 | 47.9336241297 |
| 2022-09-01 | 48.5838672095 |
| 2022-10-01 | 48.1605211612 |
| 2022-11-01 | 48.1390515978 |
| 2022-12-01 | 48.3750193558 |
| 2023-01-01 | 48.7686561811 |
| 2023-02-01 | 48.6939460609 |
| 2023-03-01 | 48.7495152850 |
| 2023-04-01 | 48.8137511709 |
| 2023-05-01 | 49.1219939578 |
| 2023-06-01 | 48.8772421082 |
| 2023-07-01 | 48.8070754199 |
| 2023-08-01 | 48.8591472226 |
| 2023-09-01 | 48.8743829086 |
| 2023-10-01 | 49.0693081262 |
| 2023-11-01 | 49.1068000703 |
| 2023-12-01 | 49.1141369751 |
| 2024-01-01 | 49.7728710783 |
| 2024-02-01 | 49.3612545836 |
| 2024-03-01 | 49.2091000716 |
| 2024-04-01 | 49.4786426311 |
| 2024-05-01 | 49.0847151446 |
| 2024-06-01 | 48.5671820761 |
| 2024-07-01 | 48.8283206393 |
| 2024-08-01 | 48.5466221334 |
| 2024-09-01 | 48.3608996367 |
| 2024-10-01 | 48.3206586915 |
| 2024-11-01 | 47.9769174331 |
| 2024-12-01 | 47.6490585753 |
| 2025-01-01 | 47.4572117190 |
| 2025-02-01 | 47.4047720898 |
| 2025-03-01 | 47.5881985057 |
| 2025-04-01 | 47.6605276559 |
| 2025-05-01 | 47.7831249378 |
| 2025-06-01 | 48.1957888783 |
| 2025-07-01 | 47.9181420665 |
| 2025-08-01 | 48.2089380418 |
| 2025-09-01 | 48.1555887150 |
| 2025-10-01 | 48.1493838818 |
| 2025-11-01 | 48.3206853553 |
| 2025-12-01 | 48.6666587763 |
| 2026-01-01 | 48.6537115763 |
| 2026-02-01 | 48.7580379939 |
| 2026-03-01 | 48.9962242556 |
| 2026-04-01 | 48.9376647618 |
| 2026-05-01 | 48.6858345730 |
| 2026-06-01 | 49.2490806987 |
| 2026-07-01 | 49.1018279519 |
| 2026-08-01 | 49.1670044946 |