Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446054120001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 6:05 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 | 9.055524493699140 |
| 1990-02-01 | 9.061157223528010 |
| 1990-03-01 | 8.853565451118780 |
| 1990-04-01 | 8.689983858346770 |
| 1990-05-01 | 8.536409828885740 |
| 1990-06-01 | 8.565874632618180 |
| 1990-07-01 | 8.497102269551470 |
| 1990-08-01 | 8.442062276370470 |
| 1990-09-01 | 8.489409695962770 |
| 1990-10-01 | 8.596951256741690 |
| 1990-11-01 | 8.690503607106150 |
| 1990-12-01 | 8.739285240213151 |
| 1991-01-01 | 9.640930878489470 |
| 1991-02-01 | 9.552292564011820 |
| 1991-03-01 | 9.643760791844722 |
| 1991-04-01 | 9.797807910358740 |
| 1991-05-01 | 9.724395240052400 |
| 1991-06-01 | 9.764527435878689 |
| 1991-07-01 | 9.713528690496810 |
| 1991-08-01 | 9.751547630286730 |
| 1991-09-01 | 9.597694088693089 |
| 1991-10-01 | 9.804513115520420 |
| 1991-11-01 | 9.607141178201750 |
| 1991-12-01 | 9.532364547977490 |
| 1992-01-01 | 9.616252354333410 |
| 1992-02-01 | 9.640641248157849 |
| 1992-03-01 | 9.623983285295410 |
| 1992-04-01 | 9.607418748355700 |
| 1992-05-01 | 9.403113238597788 |
| 1992-06-01 | 9.561083623085189 |
| 1992-07-01 | 9.733547033057730 |
| 1992-08-01 | 9.668969313798360 |
| 1992-09-01 | 9.822838969710570 |
| 1992-10-01 | 9.520767175806089 |
| 1992-11-01 | 9.526687558039551 |
| 1992-12-01 | 9.527560879345250 |
| 1993-01-01 | 8.978099256141581 |
| 1993-02-01 | 9.014555958904081 |
| 1993-03-01 | 8.992267044900759 |
| 1993-04-01 | 9.029134765051811 |
| 1993-05-01 | 9.282920164815080 |
| 1993-06-01 | 9.049118474917610 |
| 1993-07-01 | 9.152575981577490 |
| 1993-08-01 | 9.299242030790948 |
| 1993-09-01 | 9.358446586178340 |
| 1993-10-01 | 9.138555008119080 |
| 1993-11-01 | 9.137999504898538 |
| 1993-12-01 | 9.210193008059970 |
| 1994-01-01 | 9.543335356631061 |
| 1994-02-01 | 9.599009111440330 |
| 1994-03-01 | 9.471419702717250 |
| 1994-04-01 | 9.343880869194790 |
| 1994-05-01 | 9.260269962235690 |
| 1994-06-01 | 9.336455812879210 |
| 1994-07-01 | 9.265610039958869 |
| 1994-08-01 | 9.420510433052520 |
| 1994-09-01 | 9.593907635252199 |
| 1994-10-01 | 9.861859255738370 |
| 1994-11-01 | 9.847787459361430 |
| 1994-12-01 | 10.089068584043599 |
| 1995-01-01 | 9.911802900786900 |
| 1995-02-01 | 9.986544395105721 |
| 1995-03-01 | 9.956947143041539 |
| 1995-04-01 | 9.855513841051700 |
| 1995-05-01 | 9.761505620894950 |
| 1995-06-01 | 9.620989791380769 |
| 1995-07-01 | 9.368139047381490 |
| 1995-08-01 | 9.041514254813348 |
| 1995-09-01 | 8.723961660338950 |
| 1995-10-01 | 8.472201800963590 |
| 1995-11-01 | 8.645449679190751 |
| 1995-12-01 | 8.452056506979270 |
| 1996-01-01 | 8.698440100849941 |
| 1996-02-01 | 8.493263466536060 |
| 1996-03-01 | 8.467362741149740 |
| 1996-04-01 | 8.243816361314230 |
| 1996-05-01 | 8.576300492282300 |
| 1996-06-01 | 8.413784845918599 |
| 1996-07-01 | 8.358914037516110 |
| 1996-08-01 | 8.347752076178230 |
| 1996-09-01 | 8.345060230671589 |
| 1996-10-01 | 8.482758825852890 |
| 1996-11-01 | 8.545409537480250 |
| 1996-12-01 | 8.517591300805850 |
| 1997-01-01 | 8.683449442623960 |
| 1997-02-01 | 8.697785428245309 |
| 1997-03-01 | 8.679546930579120 |
| 1997-04-01 | 9.232498861041860 |
| 1997-05-01 | 9.109187988073580 |
| 1997-06-01 | 9.217992353589858 |
| 1997-07-01 | 9.341248946644711 |
| 1997-08-01 | 9.455540464215131 |
| 1997-09-01 | 9.450706876852190 |
| 1997-10-01 | 9.285254727238100 |
| 1997-11-01 | 9.248596068545130 |
| 1997-12-01 | 9.384937724165030 |
| 1998-01-01 | 8.969926378745289 |
| 1998-02-01 | 8.902841497739061 |
| 1998-03-01 | 8.899026440571891 |
| 1998-04-01 | 8.806710566875540 |
| 1998-05-01 | 8.540364912539820 |
| 1998-06-01 | 8.832917959501160 |
| 1998-07-01 | 8.931476203270100 |
| 1998-08-01 | 8.959027723296730 |
| 1998-09-01 | 9.043181031241270 |
| 1998-10-01 | 9.096071629015949 |
| 1998-11-01 | 9.169789525827800 |
| 1998-12-01 | 9.054451208715430 |
| 1999-01-01 | 9.046474877455449 |
| 1999-02-01 | 8.893915605000160 |
| 1999-03-01 | 9.104927156058590 |
| 1999-04-01 | 9.383355626459040 |
| 1999-05-01 | 9.278894731164980 |
| 1999-06-01 | 9.240086916890520 |
| 1999-07-01 | 9.237230117903020 |
| 1999-08-01 | 9.275185174467010 |
| 1999-09-01 | 9.543449805614620 |
| 1999-10-01 | 9.188572568620211 |
| 1999-11-01 | 9.189769994537430 |
| 1999-12-01 | 9.329501415294100 |
| 2000-01-01 | 9.422751417017750 |
| 2000-02-01 | 9.280206641870380 |
| 2000-03-01 | 9.217759643117120 |
| 2000-04-01 | 9.050463097563820 |
| 2000-05-01 | 9.012185652311391 |
| 2000-06-01 | 9.045517961505930 |
| 2000-07-01 | 9.148422811273301 |
| 2000-08-01 | 9.087346148680770 |
| 2000-09-01 | 9.155826012556530 |
| 2000-10-01 | 9.285716776772690 |
| 2000-11-01 | 9.295969013031119 |
| 2000-12-01 | 9.409703434134930 |
| 2001-01-01 | 9.595119587518901 |
| 2001-02-01 | 9.661817339946730 |
| 2001-03-01 | 9.830735305613140 |
| 2001-04-01 | 9.836498441547990 |
| 2001-05-01 | 9.943265698352711 |
| 2001-06-01 | 9.944562881105961 |
| 2001-07-01 | 9.966398151096529 |
| 2001-08-01 | 10.002072010080600 |
| 2001-09-01 | 10.064128077774098 |
| 2001-10-01 | 10.072772888229300 |
| 2001-11-01 | 10.080026188486600 |
| 2001-12-01 | 10.191502946164300 |
| 2002-01-01 | 10.275105751219000 |
| 2002-02-01 | 10.350158621264700 |
| 2002-03-01 | 10.760914985857100 |
| 2002-04-01 | 10.427547758195100 |
| 2002-05-01 | 10.374586982622000 |
| 2002-06-01 | 10.455472799888700 |
| 2002-07-01 | 10.279328684562700 |
| 2002-08-01 | 10.301418628389600 |
| 2002-09-01 | 10.157736248559200 |
| 2002-10-01 | 10.367888397506900 |
| 2002-11-01 | 10.454945623575199 |
| 2002-12-01 | 10.252882362671100 |
| 2003-01-01 | 9.975320019794099 |
| 2003-02-01 | 10.238731123329801 |
| 2003-03-01 | 10.287156712539400 |
| 2003-04-01 | 10.536963728427300 |
| 2003-05-01 | 10.512712904485500 |
| 2003-06-01 | 10.574652366438300 |
| 2003-07-01 | 10.788252087168100 |
| 2003-08-01 | 10.808056121496302 |
| 2003-09-01 | 10.636985049715600 |
| 2003-10-01 | 9.753553900066520 |
| 2003-11-01 | 9.923600631985080 |
| 2003-12-01 | 9.706498147695500 |
| 2004-01-01 | 9.781034499044180 |
| 2004-02-01 | 9.726141716894250 |
| 2004-03-01 | 9.717800547065670 |
| 2004-04-01 | 9.752459133843410 |
| 2004-05-01 | 9.846952610963330 |
| 2004-06-01 | 9.907359846142360 |
| 2004-07-01 | 9.785976503204590 |
| 2004-08-01 | 9.914435132210590 |
| 2004-09-01 | 10.119462678199401 |
| 2004-10-01 | 10.151332548203198 |
| 2004-11-01 | 10.303254410818400 |
| 2004-12-01 | 10.356589862658199 |
| 2005-01-01 | 10.379660590160000 |
| 2005-02-01 | 10.501206435552099 |
| 2005-03-01 | 10.523872762557900 |
| 2005-04-01 | 10.671482198148300 |
| 2005-05-01 | 10.677350490225100 |
| 2005-06-01 | 10.943693107722499 |
| 2005-07-01 | 11.185999514905100 |
| 2005-08-01 | 11.337784070906501 |
| 2005-09-01 | 11.407021624756599 |
| 2005-10-01 | 11.451631188338801 |
| 2005-11-01 | 11.504220383352600 |
| 2005-12-01 | 11.718828195475400 |
| 2006-01-01 | 11.664826045739400 |
| 2006-02-01 | 11.872796404405500 |
| 2006-03-01 | 12.109283331161599 |
| 2006-04-01 | 11.968330204275901 |
| 2006-05-01 | 11.991359030368800 |
| 2006-06-01 | 11.982606037675300 |
| 2006-07-01 | 12.085436133135600 |
| 2006-08-01 | 12.063582213771100 |
| 2006-09-01 | 12.220652984500100 |
| 2006-10-01 | 12.271473114437802 |
| 2006-11-01 | 12.217845497104399 |
| 2006-12-01 | 12.206110106857700 |
| 2007-01-01 | 12.137091001730000 |
| 2007-02-01 | 11.738527189532500 |
| 2007-03-01 | 11.970228215928800 |
| 2007-04-01 | 12.145182940524599 |
| 2007-05-01 | 12.386861172827200 |
| 2007-06-01 | 12.607460419570598 |
| 2007-07-01 | 12.698757028039500 |
| 2007-08-01 | 12.799637813180000 |
| 2007-09-01 | 12.952453833967400 |
| 2007-10-01 | 13.088926095478001 |
| 2007-11-01 | 13.033034335544802 |
| 2007-12-01 | 13.429825203388100 |
| 2008-01-01 | 13.695512612172001 |
| 2008-02-01 | 13.511330802442600 |
| 2008-03-01 | 13.424641167277000 |
| 2008-04-01 | 13.313811996997302 |
| 2008-05-01 | 13.164091819062000 |
| 2008-06-01 | 13.114460613827902 |
| 2008-07-01 | 13.218408561174500 |
| 2008-08-01 | 13.230793517763901 |
| 2008-09-01 | 13.207610674868400 |
| 2008-10-01 | 13.104170750054900 |
| 2008-11-01 | 12.931424330874200 |
| 2008-12-01 | 12.974650085732100 |
| 2009-01-01 | 12.855412578107600 |
| 2009-02-01 | 12.792270062453700 |
| 2009-03-01 | 12.772735335401599 |
| 2009-04-01 | 12.789140101884700 |
| 2009-05-01 | 12.548872842186000 |
| 2009-06-01 | 12.309666060248500 |
| 2009-07-01 | 12.240352525676501 |
| 2009-08-01 | 12.156181480365600 |
| 2009-09-01 | 12.050062630498600 |
| 2009-10-01 | 12.005430239204399 |
| 2009-11-01 | 12.216122652057300 |
| 2009-12-01 | 11.928483344297302 |
| 2010-01-01 | 12.426869194323098 |
| 2010-02-01 | 12.485745566300900 |
| 2010-03-01 | 12.530956598141902 |
| 2010-04-01 | 13.174112406354500 |
| 2010-05-01 | 12.944927660150000 |
| 2010-06-01 | 13.005706496549198 |
| 2010-07-01 | 12.955520186944100 |
| 2010-08-01 | 12.960258027398000 |
| 2010-09-01 | 12.983156467440400 |
| 2010-10-01 | 13.001839902135401 |
| 2010-11-01 | 12.995747263094700 |
| 2010-12-01 | 12.972662557948900 |
| 2011-01-01 | 13.210758797712600 |
| 2011-02-01 | 13.276450191561901 |
| 2011-03-01 | 13.398094282706600 |
| 2011-04-01 | 13.276406780877400 |
| 2011-05-01 | 13.456667821409200 |
| 2011-06-01 | 13.612325537180700 |
| 2011-07-01 | 13.363101166252600 |
| 2011-08-01 | 13.453863992140200 |
| 2011-09-01 | 13.591263332100999 |
| 2011-10-01 | 14.090298942795998 |
| 2011-11-01 | 14.281581964724200 |
| 2011-12-01 | 14.203689737920700 |
| 2012-01-01 | 14.202019801367500 |
| 2012-02-01 | 14.261286239538300 |
| 2012-03-01 | 14.474624992892801 |
| 2012-04-01 | 14.594987716162400 |
| 2012-05-01 | 14.581913293202900 |
| 2012-06-01 | 14.823106825846601 |
| 2012-07-01 | 14.959968128683000 |
| 2012-08-01 | 14.942575538183698 |
| 2012-09-01 | 14.993348757056301 |
| 2012-10-01 | 14.883630135309200 |
| 2012-11-01 | 14.880857351222200 |
| 2012-12-01 | 14.804468070803900 |
| 2013-01-01 | 14.096973178512800 |
| 2013-02-01 | 14.035108783561899 |
| 2013-03-01 | 14.154801289052100 |
| 2013-04-01 | 14.214629552944100 |
| 2013-05-01 | 14.227002333817401 |
| 2013-06-01 | 14.252926165260101 |
| 2013-07-01 | 14.342611618404400 |
| 2013-08-01 | 14.525573858720099 |
| 2013-09-01 | 14.483177707775900 |
| 2013-10-01 | 14.482962754503700 |
| 2013-11-01 | 14.487503826822200 |
| 2013-12-01 | 14.591213053446200 |
| 2014-01-01 | 14.801782876563700 |
| 2014-02-01 | 15.006730427689700 |
| 2014-03-01 | 14.938617801172900 |
| 2014-04-01 | 14.928822976029698 |
| 2014-05-01 | 14.973887198391099 |
| 2014-06-01 | 14.785915519196100 |
| 2014-07-01 | 14.715719235161600 |
| 2014-08-01 | 14.799851858659000 |
| 2014-09-01 | 14.881925835941100 |
| 2014-10-01 | 14.890998453506000 |
| 2014-11-01 | 14.898909542499100 |
| 2014-12-01 | 14.975903005419900 |
| 2015-01-01 | 15.011001671438901 |
| 2015-02-01 | 15.081193868350699 |
| 2015-03-01 | 15.129513514881301 |
| 2015-04-01 | 15.133124259837000 |
| 2015-05-01 | 15.103260580766198 |
| 2015-06-01 | 15.316836002793100 |
| 2015-07-01 | 15.194146034920900 |
| 2015-08-01 | 14.977333381711800 |
| 2015-09-01 | 14.971136746094801 |
| 2015-10-01 | 14.893680912792700 |
| 2015-11-01 | 15.004029947360001 |
| 2015-12-01 | 15.175839023269598 |
| 2016-01-01 | 15.230530216961100 |
| 2016-02-01 | 15.176055149902599 |
| 2016-03-01 | 15.133826166255900 |
| 2016-04-01 | 15.027719222364100 |
| 2016-05-01 | 15.020860893337000 |
| 2016-06-01 | 15.023611158563002 |
| 2016-07-01 | 15.170732693495900 |
| 2016-08-01 | 15.252676783036001 |
| 2016-09-01 | 15.158407558726198 |
| 2016-10-01 | 15.586366895563800 |
| 2016-11-01 | 15.607242076773100 |
| 2016-12-01 | 15.290297397249100 |
| 2017-01-01 | 15.161924484571399 |
| 2017-02-01 | 15.194090757795700 |
| 2017-03-01 | 15.158108345244301 |
| 2017-04-01 | 15.020196714513100 |
| 2017-05-01 | 15.015204625503700 |
| 2017-06-01 | 15.109224926273100 |
| 2017-07-01 | 15.142313190253600 |
| 2017-08-01 | 15.233121657697598 |
| 2017-09-01 | 14.937894333498000 |
| 2017-10-01 | 14.962473325767100 |
| 2017-11-01 | 14.997109837929000 |
| 2017-12-01 | 15.021295552370802 |
| 2018-01-01 | 15.010215287926900 |
| 2018-02-01 | 15.037890012174600 |
| 2018-03-01 | 15.108875180671301 |
| 2018-04-01 | 15.112631542156599 |
| 2018-05-01 | 14.991456086194699 |
| 2018-06-01 | 14.763573248682900 |
| 2018-07-01 | 14.707471544943000 |
| 2018-08-01 | 14.708673380682500 |
| 2018-09-01 | 14.822199688933600 |
| 2018-10-01 | 14.734180891325900 |
| 2018-11-01 | 14.785915873908401 |
| 2018-12-01 | 14.759511868931598 |
| 2019-01-01 | 14.863360686130600 |
| 2019-02-01 | 14.798769669608701 |
| 2019-03-01 | 14.772019241702699 |
| 2019-04-01 | 14.913995299996300 |
| 2019-05-01 | 14.739210282157100 |
| 2019-06-01 | 14.801759731301901 |
| 2019-07-01 | 14.873145054297600 |
| 2019-08-01 | 15.099555432550900 |
| 2019-09-01 | 15.104454878703498 |
| 2019-10-01 | 14.999759997196300 |
| 2019-11-01 | 14.973295512622200 |
| 2019-12-01 | 15.091630348984400 |
| 2020-01-01 | 15.314651845424300 |
| 2020-02-01 | 15.671572499392200 |
| 2020-03-01 | 15.641164794629299 |
| 2020-04-01 | 14.618902789816598 |
| 2020-05-01 | 14.987284398110600 |
| 2020-06-01 | 15.139950073536902 |
| 2020-07-01 | 15.130791640999599 |
| 2020-08-01 | 14.982759308726099 |
| 2020-09-01 | 14.996832812022200 |
| 2020-10-01 | 15.173970235784900 |
| 2020-11-01 | 15.163487988539300 |
| 2020-12-01 | 15.405899685878700 |
| 2021-01-01 | 15.155109144560000 |
| 2021-02-01 | 14.843880199743200 |
| 2021-03-01 | 14.901074398154900 |
| 2021-04-01 | 15.348741982297302 |
| 2021-05-01 | 15.838018421327600 |
| 2021-06-01 | 15.488752005603398 |
| 2021-07-01 | 15.479327934445200 |
| 2021-08-01 | 15.566595500284600 |
| 2021-09-01 | 15.697112777428998 |
| 2021-10-01 | 15.848039678046300 |
| 2021-11-01 | 16.055128991897100 |
| 2021-12-01 | 16.103720325275400 |
| 2022-01-01 | 15.888246491594401 |
| 2022-02-01 | 16.206285132825900 |
| 2022-03-01 | 16.349664917032900 |
| 2022-04-01 | 16.482512050318597 |
| 2022-05-01 | 16.609878345071100 |
| 2022-06-01 | 16.858488088707800 |
| 2022-07-01 | 16.733204513998302 |
| 2022-08-01 | 16.733558197180100 |
| 2022-09-01 | 16.899289833039900 |
| 2022-10-01 | 16.935520795726198 |
| 2022-11-01 | 16.948433262841400 |
| 2022-12-01 | 16.992934174801500 |
| 2023-01-01 | 17.109170596896800 |
| 2023-02-01 | 17.256376729982700 |
| 2023-03-01 | 17.380693080432902 |
| 2023-04-01 | 17.515961411479000 |
| 2023-05-01 | 17.593872100496900 |
| 2023-06-01 | 17.443573890603002 |
| 2023-07-01 | 17.597320974893100 |
| 2023-08-01 | 17.707605390432300 |
| 2023-09-01 | 17.592787574835500 |
| 2023-10-01 | 17.629080543565102 |
| 2023-11-01 | 17.649607975153398 |
| 2023-12-01 | 17.685807853189700 |
| 2024-01-01 | 17.618333686770400 |
| 2024-02-01 | 17.486035063325200 |
| 2024-03-01 | 17.500645764424700 |
| 2024-04-01 | 17.431326426706200 |
| 2024-05-01 | 17.589840241156000 |
| 2024-06-01 | 17.747587099803200 |
| 2024-07-01 | 17.878365602744900 |
| 2024-08-01 | 17.877087895457603 |
| 2024-09-01 | 17.884291288254200 |
| 2024-10-01 | 17.931405244699100 |
| 2024-11-01 | 17.954941485683800 |
