Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846054120001SA |
| 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 3:31 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 | 48.3063919275697 |
| 1990-02-01 | 49.2222897634159 |
| 1990-03-01 | 49.6189511128671 |
| 1990-04-01 | 50.5622978141306 |
| 1990-05-01 | 50.6434073260440 |
| 1990-06-01 | 51.4099420937226 |
| 1990-07-01 | 50.1261676037029 |
| 1990-08-01 | 49.9832437078128 |
| 1990-09-01 | 49.7477831537678 |
| 1990-10-01 | 51.2412654903431 |
| 1990-11-01 | 51.2459382740068 |
| 1990-12-01 | 50.6563892864224 |
| 1991-01-01 | 52.3609648982566 |
| 1991-02-01 | 52.3281505877651 |
| 1991-03-01 | 51.6315520553535 |
| 1991-04-01 | 49.3813736117203 |
| 1991-05-01 | 51.9553421874294 |
| 1991-06-01 | 51.0136390073644 |
| 1991-07-01 | 51.8141081241929 |
| 1991-08-01 | 53.8666100698801 |
| 1991-09-01 | 53.2102077106211 |
| 1991-10-01 | 47.2215461793833 |
| 1991-11-01 | 46.8711026352747 |
| 1991-12-01 | 45.9946483039563 |
| 1992-01-01 | 41.3216628656510 |
| 1992-02-01 | 44.6827798600457 |
| 1992-03-01 | 44.2072850686802 |
| 1992-04-01 | 43.6304841761185 |
| 1992-05-01 | 42.4248058621010 |
| 1992-06-01 | 44.7322018190298 |
| 1992-07-01 | 41.5239846554577 |
| 1992-08-01 | 40.9214181707494 |
| 1992-09-01 | 39.3354485212175 |
| 1992-10-01 | 41.1035714338793 |
| 1992-11-01 | 42.0395949740977 |
| 1992-12-01 | 41.2868147071774 |
| 1993-01-01 | 39.5116329789730 |
| 1993-02-01 | 39.3583613601231 |
| 1993-03-01 | 37.8334645775253 |
| 1993-04-01 | 39.8860921902988 |
| 1993-05-01 | 40.1203806814220 |
| 1993-06-01 | 38.8434974697989 |
| 1993-07-01 | 39.0750813840588 |
| 1993-08-01 | 39.2244650054901 |
| 1993-09-01 | 39.1850937139637 |
| 1993-10-01 | 39.5311409802498 |
| 1993-11-01 | 39.6508109453541 |
| 1993-12-01 | 39.3118607275771 |
| 1994-01-01 | 38.7360364320332 |
| 1994-02-01 | 38.5984670414083 |
| 1994-03-01 | 39.3986495194689 |
| 1994-04-01 | 38.0489598881408 |
| 1994-05-01 | 36.2366486881369 |
| 1994-06-01 | 38.0954593565546 |
| 1994-07-01 | 37.4695191186584 |
| 1994-08-01 | 37.8193490595762 |
| 1994-09-01 | 38.2154986828890 |
| 1994-10-01 | 38.1479488047869 |
| 1994-11-01 | 38.6302890085534 |
| 1994-12-01 | 38.8678872421618 |
| 1995-01-01 | 40.6348857774425 |
| 1995-02-01 | 41.0225058276582 |
| 1995-03-01 | 40.9949119397988 |
| 1995-04-01 | 40.0260184452512 |
| 1995-05-01 | 39.9919841895828 |
| 1995-06-01 | 40.4593769894811 |
| 1995-07-01 | 41.3967499697211 |
| 1995-08-01 | 41.7492786890804 |
| 1995-09-01 | 42.6232862248360 |
| 1995-10-01 | 40.8686938836030 |
| 1995-11-01 | 41.0249450646177 |
| 1995-12-01 | 41.3746607572761 |
| 1996-01-01 | 40.9257450437511 |
| 1996-02-01 | 40.9969965968858 |
| 1996-03-01 | 40.6461387137824 |
| 1996-04-01 | 39.8280425076090 |
| 1996-05-01 | 42.5707657737498 |
| 1996-06-01 | 40.5082431526073 |
| 1996-07-01 | 40.8521062565308 |
| 1996-08-01 | 41.0636452430640 |
| 1996-09-01 | 40.7289246230733 |
| 1996-10-01 | 41.4908211415454 |
| 1996-11-01 | 41.7122828800734 |
| 1996-12-01 | 41.0137372083934 |
| 1997-01-01 | 41.5443429981125 |
| 1997-02-01 | 41.8244416806461 |
| 1997-03-01 | 42.0355737618331 |
| 1997-04-01 | 43.9389229157613 |
| 1997-05-01 | 45.7742017512330 |
| 1997-06-01 | 45.9501502268376 |
| 1997-07-01 | 45.1171068598656 |
| 1997-08-01 | 44.8348436435126 |
| 1997-09-01 | 45.0069766766696 |
| 1997-10-01 | 47.6635709666214 |
| 1997-11-01 | 47.8968899489259 |
| 1997-12-01 | 47.5050341555997 |
| 1998-01-01 | 51.2477393253631 |
| 1998-02-01 | 51.0718206813943 |
| 1998-03-01 | 53.9014689942063 |
| 1998-04-01 | 54.5780669656407 |
| 1998-05-01 | 48.1525840054550 |
| 1998-06-01 | 49.8701799441979 |
| 1998-07-01 | 51.2891643621493 |
| 1998-08-01 | 48.1299227099695 |
| 1998-09-01 | 47.8341239501496 |
| 1998-10-01 | 45.6745960260546 |
| 1998-11-01 | 45.3002682379860 |
| 1998-12-01 | 44.8212932263114 |
| 1999-01-01 | 43.6936289062060 |
| 1999-02-01 | 37.2083818202430 |
| 1999-03-01 | 35.8779514631344 |
| 1999-04-01 | 37.2488877639627 |
| 1999-05-01 | 36.4960182018997 |
| 1999-06-01 | 37.1308390151471 |
| 1999-07-01 | 38.6249950789830 |
| 1999-08-01 | 39.1385370730211 |
| 1999-09-01 | 39.4546335991582 |
| 1999-10-01 | 37.8580707583812 |
| 1999-11-01 | 38.3477368432752 |
| 1999-12-01 | 40.0300887122344 |
| 2000-01-01 | 37.3818664844778 |
| 2000-02-01 | 36.8019393472552 |
| 2000-03-01 | 35.7752388294226 |
| 2000-04-01 | 34.4784687182750 |
| 2000-05-01 | 33.8595410585794 |
| 2000-06-01 | 33.6386123437036 |
| 2000-07-01 | 33.4677038063205 |
| 2000-08-01 | 33.3887592940020 |
| 2000-09-01 | 33.5548016169985 |
| 2000-10-01 | 34.5988982804359 |
| 2000-11-01 | 34.6985038454062 |
| 2000-12-01 | 35.5094440159547 |
| 2001-01-01 | 36.4940263206331 |
| 2001-02-01 | 34.6248338532518 |
| 2001-03-01 | 35.7222177727271 |
| 2001-04-01 | 35.7705295561503 |
| 2001-05-01 | 38.2047988695396 |
| 2001-06-01 | 35.5510672488389 |
| 2001-07-01 | 35.7370090733233 |
| 2001-08-01 | 36.0209368696511 |
| 2001-09-01 | 35.6705175772025 |
| 2001-10-01 | 38.1973777984216 |
| 2001-11-01 | 37.5458817910716 |
| 2001-12-01 | 37.3689636947609 |
| 2002-01-01 | 37.3161853584110 |
| 2002-02-01 | 37.7616801153377 |
| 2002-03-01 | 37.9092953212912 |
| 2002-04-01 | 38.8748822128889 |
| 2002-05-01 | 37.6305014553579 |
| 2002-06-01 | 36.8350282097795 |
| 2002-07-01 | 36.5822436593350 |
| 2002-08-01 | 36.9265731190442 |
| 2002-09-01 | 37.2703168553257 |
| 2002-10-01 | 36.0891126713478 |
| 2002-11-01 | 35.9489233208286 |
| 2002-12-01 | 35.9914484425087 |
| 2003-01-01 | 36.9425856548023 |
| 2003-02-01 | 36.8553640645473 |
| 2003-03-01 | 39.2589632521822 |
| 2003-04-01 | 37.8944931560998 |
| 2003-05-01 | 37.4203417673640 |
| 2003-06-01 | 37.8120879394857 |
| 2003-07-01 | 37.3612115296186 |
| 2003-08-01 | 36.9086096824242 |
| 2003-09-01 | 36.7041679033896 |
| 2003-10-01 | 37.3815961871884 |
| 2003-11-01 | 37.0827148738892 |
| 2003-12-01 | 37.0705068851712 |
| 2004-01-01 | 36.9595997748795 |
| 2004-02-01 | 37.2770687141565 |
| 2004-03-01 | 37.8163416080111 |
| 2004-04-01 | 38.0369913383778 |
| 2004-05-01 | 38.7269711565463 |
| 2004-06-01 | 38.5895218595330 |
| 2004-07-01 | 39.1102631029425 |
| 2004-08-01 | 39.3858810537334 |
| 2004-09-01 | 39.8429199713585 |
| 2004-10-01 | 39.6280322490505 |
| 2004-11-01 | 40.3879778979457 |
| 2004-12-01 | 40.5503267357924 |
| 2005-01-01 | 41.9157706873673 |
| 2005-02-01 | 40.9821054139883 |
| 2005-03-01 | 39.8472657005481 |
| 2005-04-01 | 40.4381323765636 |
| 2005-05-01 | 41.2404278641541 |
| 2005-06-01 | 41.2210362526649 |
| 2005-07-01 | 41.7795092174860 |
| 2005-08-01 | 41.7391230366008 |
| 2005-09-01 | 42.0006347488091 |
| 2005-10-01 | 42.6519788219932 |
| 2005-11-01 | 42.9745324205012 |
| 2005-12-01 | 43.0315448106911 |
| 2006-01-01 | 43.6848423438637 |
| 2006-02-01 | 43.9679799864889 |
| 2006-03-01 | 43.6845569047926 |
| 2006-04-01 | 44.3336884061138 |
| 2006-05-01 | 42.5079309968250 |
| 2006-06-01 | 45.7912192524185 |
| 2006-07-01 | 48.3560444172563 |
| 2006-08-01 | 48.3687700743098 |
| 2006-09-01 | 48.8908612617002 |
| 2006-10-01 | 49.8420405665909 |
| 2006-11-01 | 49.7955297165625 |
| 2006-12-01 | 50.0672571273213 |
| 2007-01-01 | 50.7316661072403 |
| 2007-02-01 | 49.9120756259783 |
| 2007-03-01 | 49.7071957811111 |
| 2007-04-01 | 50.0836365956733 |
| 2007-05-01 | 50.7843195766841 |
| 2007-06-01 | 50.9741688448765 |
| 2007-07-01 | 49.3289315278852 |
| 2007-08-01 | 49.8166473924345 |
| 2007-09-01 | 49.0138875451433 |
| 2007-10-01 | 48.8327917197639 |
| 2007-11-01 | 48.0566828388051 |
| 2007-12-01 | 49.4345313100088 |
| 2008-01-01 | 41.4060151182716 |
| 2008-02-01 | 42.4519222486062 |
| 2008-03-01 | 42.5479104313010 |
| 2008-04-01 | 43.4914931966930 |
| 2008-05-01 | 43.0016406601461 |
| 2008-06-01 | 42.3662420287839 |
| 2008-07-01 | 42.1026269135639 |
| 2008-08-01 | 41.0251362965211 |
| 2008-09-01 | 41.0892539664854 |
| 2008-10-01 | 39.8084183558677 |
| 2008-11-01 | 39.8208175824488 |
| 2008-12-01 | 40.0608769128319 |
| 2009-01-01 | 39.8954508269825 |
| 2009-02-01 | 39.2803069916994 |
| 2009-03-01 | 39.8775057063113 |
| 2009-04-01 | 39.2214250416729 |
| 2009-05-01 | 38.7530074138446 |
| 2009-06-01 | 38.8613267485055 |
| 2009-07-01 | 38.5059984442224 |
| 2009-08-01 | 37.8073648695075 |
| 2009-09-01 | 38.3511483124913 |
| 2009-10-01 | 39.4974688156021 |
| 2009-11-01 | 40.5321462680527 |
| 2009-12-01 | 38.6205214583332 |
| 2010-01-01 | 38.1377055002924 |
| 2010-02-01 | 38.7770351634229 |
| 2010-03-01 | 38.2384872496124 |
| 2010-04-01 | 39.7142096854529 |
| 2010-05-01 | 38.2846654286215 |
| 2010-06-01 | 38.8728750479647 |
| 2010-07-01 | 39.0533400047551 |
| 2010-08-01 | 39.6194755104128 |
| 2010-09-01 | 37.7581993839187 |
| 2010-10-01 | 40.9803566072186 |
| 2010-11-01 | 40.8601488099461 |
| 2010-12-01 | 39.9967396893620 |
| 2011-01-01 | 40.6356368849046 |
| 2011-02-01 | 41.4125431521400 |
| 2011-03-01 | 41.1842127959434 |
| 2011-04-01 | 40.6951193556085 |
| 2011-05-01 | 40.9104023315604 |
| 2011-06-01 | 41.7560492188004 |
| 2011-07-01 | 42.8237392703886 |
| 2011-08-01 | 43.0978485212666 |
| 2011-09-01 | 43.5125454852922 |
| 2011-10-01 | 43.2904536160963 |
| 2011-11-01 | 44.1546681292039 |
| 2011-12-01 | 45.1880940950398 |
| 2012-01-01 | 45.1739622700215 |
| 2012-02-01 | 45.1806398702312 |
| 2012-03-01 | 45.7645601714371 |
| 2012-04-01 | 44.8174178202471 |
| 2012-05-01 | 46.2726614568795 |
| 2012-06-01 | 46.7305872024542 |
| 2012-07-01 | 46.6014175931315 |
| 2012-08-01 | 46.8950242813818 |
| 2012-09-01 | 47.6870641425278 |
| 2012-10-01 | 47.9538427845202 |
| 2012-11-01 | 47.3449991761162 |
| 2012-12-01 | 48.6392567143448 |
| 2013-01-01 | 45.5928598403175 |
| 2013-02-01 | 46.3887210232310 |
| 2013-03-01 | 47.8485605798448 |
| 2013-04-01 | 48.3275707029334 |
| 2013-05-01 | 48.5165248002409 |
| 2013-06-01 | 48.2340411605681 |
| 2013-07-01 | 49.1377898506715 |
| 2013-08-01 | 49.1987399389389 |
| 2013-09-01 | 49.6347664435789 |
| 2013-10-01 | 49.2049059421126 |
| 2013-11-01 | 47.1591261475708 |
| 2013-12-01 | 47.9876938686502 |
| 2014-01-01 | 50.3073762271122 |
| 2014-02-01 | 49.7798819540792 |
| 2014-03-01 | 49.1086748038222 |
| 2014-04-01 | 47.6349983390332 |
| 2014-05-01 | 47.0383016536394 |
| 2014-06-01 | 46.4707329575962 |
| 2014-07-01 | 45.1031625696970 |
| 2014-08-01 | 45.4208438244704 |
| 2014-09-01 | 44.1300982372862 |
| 2014-10-01 | 41.9187470578576 |
| 2014-11-01 | 43.3467593692831 |
| 2014-12-01 | 43.4691416181417 |
| 2015-01-01 | 44.6822641894152 |
| 2015-02-01 | 44.9007003931574 |
| 2015-03-01 | 44.7427681503170 |
| 2015-04-01 | 48.3320060107033 |
| 2015-05-01 | 46.9609179628269 |
| 2015-06-01 | 47.2194017088237 |
| 2015-07-01 | 48.1586904411253 |
| 2015-08-01 | 46.9202558513881 |
| 2015-09-01 | 46.9160686693469 |
| 2015-10-01 | 48.4859223117248 |
| 2015-11-01 | 49.8649074686384 |
| 2015-12-01 | 47.9422158312490 |
| 2016-01-01 | 45.4706761104924 |
| 2016-02-01 | 46.4613553242883 |
| 2016-03-01 | 44.8148989727791 |
| 2016-04-01 | 44.4316114342942 |
| 2016-05-01 | 44.2677764824853 |
| 2016-06-01 | 43.4809694382804 |
| 2016-07-01 | 43.7696545136903 |
| 2016-08-01 | 43.9852973918999 |
| 2016-09-01 | 44.1514910266781 |
| 2016-10-01 | 43.0493783426501 |
| 2016-11-01 | 45.0590595892790 |
| 2016-12-01 | 42.9423976070264 |
| 2017-01-01 | 43.4861546217662 |
| 2017-02-01 | 42.6881214426635 |
| 2017-03-01 | 43.1119745110663 |
| 2017-04-01 | 43.9001925425989 |
| 2017-05-01 | 44.0905942534451 |
| 2017-06-01 | 44.9303660533297 |
| 2017-07-01 | 44.4857812023061 |
| 2017-08-01 | 45.1874585104482 |
| 2017-09-01 | 44.9408147620044 |
| 2017-10-01 | 44.4314678605598 |
| 2017-11-01 | 44.1461518679785 |
| 2017-12-01 | 45.2161086300527 |
| 2018-01-01 | 47.9688152956086 |
| 2018-02-01 | 45.0575580234278 |
| 2018-03-01 | 46.0222327240172 |
| 2018-04-01 | 45.5729895350917 |
| 2018-05-01 | 43.6314381242789 |
| 2018-06-01 | 46.3869034308005 |
| 2018-07-01 | 45.1174091196892 |
| 2018-08-01 | 43.7533411944961 |
| 2018-09-01 | 44.8397013988826 |
| 2018-10-01 | 44.9800377638543 |
| 2018-11-01 | 44.5619040964520 |
| 2018-12-01 | 44.8345920680324 |
| 2019-01-01 | 44.3016727916179 |
| 2019-02-01 | 45.8438184298548 |
| 2019-03-01 | 45.6512101381791 |
| 2019-04-01 | 45.5142720662362 |
| 2019-05-01 | 43.9517198429993 |
| 2019-06-01 | 45.6113107999383 |
| 2019-07-01 | 45.5633240402445 |
| 2019-08-01 | 45.9656345511130 |
| 2019-09-01 | 45.8509899071600 |
| 2019-10-01 | 44.8761718491617 |
| 2019-11-01 | 47.4222222361209 |
| 2019-12-01 | 47.3673443789243 |
| 2020-01-01 | 46.5430949428487 |
| 2020-02-01 | 48.8104972812682 |
| 2020-03-01 | 47.3020119515674 |
| 2020-04-01 | 38.5303245778825 |
| 2020-05-01 | 38.5126090960806 |
| 2020-06-01 | 38.8888345701618 |
| 2020-07-01 | 39.5345161662438 |
| 2020-08-01 | 40.1596925126097 |
| 2020-09-01 | 40.3897063697824 |
| 2020-10-01 | 42.0548250976235 |
| 2020-11-01 | 41.2973664522188 |
| 2020-12-01 | 41.7814970602002 |
| 2021-01-01 | 42.8901510358356 |
| 2021-02-01 | 42.2598769134238 |
| 2021-03-01 | 42.7673535664702 |
| 2021-04-01 | 42.9187444834092 |
| 2021-05-01 | 44.2129697065215 |
| 2021-06-01 | 43.1467919962463 |
| 2021-07-01 | 44.7173404587675 |
| 2021-08-01 | 45.6872059762065 |
| 2021-09-01 | 45.8238651435209 |
| 2021-10-01 | 46.6143429744982 |
| 2021-11-01 | 47.0909884097258 |
| 2021-12-01 | 46.0286804796559 |
| 2022-01-01 | 45.3591348306360 |
| 2022-02-01 | 47.6972572267432 |
| 2022-03-01 | 51.6377624918959 |
| 2022-04-01 | 51.6394608377041 |
| 2022-05-01 | 53.1454846014366 |
| 2022-06-01 | 51.1174171820069 |
| 2022-07-01 | 47.9044721046252 |
| 2022-08-01 | 49.1407267916993 |
| 2022-09-01 | 49.4667299359052 |
| 2022-10-01 | 47.5649499353543 |
| 2022-11-01 | 47.8350936270343 |
| 2022-12-01 | 49.1884781685077 |
| 2023-01-01 | 48.0585764100819 |
| 2023-02-01 | 47.4722029920088 |
| 2023-03-01 | 47.4794586751149 |
| 2023-04-01 | 49.7677673994531 |
| 2023-05-01 | 48.2575010658118 |
| 2023-06-01 | 48.1260878040407 |
| 2023-07-01 | 47.5193279994093 |
| 2023-08-01 | 47.0397869117276 |
| 2023-09-01 | 47.7814301620704 |
| 2023-10-01 | 47.4861758515786 |
| 2023-11-01 | 45.2094873827937 |
| 2023-12-01 | 48.7319656410694 |
| 2024-01-01 | 47.8278160223603 |
| 2024-02-01 | 48.8043429837970 |
| 2024-03-01 | 48.3903987855007 |
| 2024-04-01 | 46.6748611500013 |
| 2024-05-01 | 46.1254529062749 |
| 2024-06-01 | 46.3003047334973 |
| 2024-07-01 | 46.3367754797546 |
| 2024-08-01 | 46.3291559310788 |
| 2024-09-01 | 46.3027996425211 |
| 2024-10-01 | 47.2727906822709 |
| 2024-11-01 | 47.5331362679161 |
| 2024-12-01 | 46.8020769824797 |
| 2025-01-01 | 47.2171558390353 |
| 2025-02-01 | 46.0185151616186 |
| 2025-03-01 | 44.6214758715763 |
| 2025-04-01 | 45.0278899376934 |
| 2025-05-01 | 46.1862943613241 |
| 2025-06-01 | 46.3701521239407 |
| 2025-07-01 | 46.7198875028655 |
| 2025-08-01 | 47.3070931375928 |
| 2025-09-01 | 45.3578150464239 |
| 2025-10-01 | 45.0697500669547 |
| 2025-11-01 | 43.6423121379382 |
| 2025-12-01 | 42.9530541142519 |