Table Data - All Employees: Professional and Business Services: Travel Arrangement and Reservation Services in California
| Title | All Employees: Professional and Business Services: Travel Arrangement and Reservation Services in California |
|---|---|
| Series ID | SMU06000006056150001SA |
| 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 4:33 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 | 37.807378841877800 |
| 1990-02-01 | 37.965481151406200 |
| 1990-03-01 | 38.058977498660600 |
| 1990-04-01 | 37.481667534285606 |
| 1990-05-01 | 37.616374701145396 |
| 1990-06-01 | 37.639317649954400 |
| 1990-07-01 | 37.524400791043206 |
| 1990-08-01 | 37.905072681738600 |
| 1990-09-01 | 37.855793051487396 |
| 1990-10-01 | 38.321328420392604 |
| 1990-11-01 | 38.166719276377800 |
| 1990-12-01 | 38.774592136277000 |
| 1991-01-01 | 38.209366126618100 |
| 1991-02-01 | 37.948061771867400 |
| 1991-03-01 | 37.456242930085600 |
| 1991-04-01 | 37.681923110551400 |
| 1991-05-01 | 37.592451667103205 |
| 1991-06-01 | 37.226828382026000 |
| 1991-07-01 | 37.631558411545000 |
| 1991-08-01 | 37.525843718357800 |
| 1991-09-01 | 37.564874517975300 |
| 1991-10-01 | 37.432771473080294 |
| 1991-11-01 | 37.391655045701210 |
| 1991-12-01 | 37.294520743217000 |
| 1992-01-01 | 36.795200639919400 |
| 1992-02-01 | 37.008257000262300 |
| 1992-03-01 | 36.956075300286500 |
| 1992-04-01 | 37.279804642431200 |
| 1992-05-01 | 37.143357394832705 |
| 1992-06-01 | 37.110599026648900 |
| 1992-07-01 | 37.241560195006706 |
| 1992-08-01 | 37.056315972311900 |
| 1992-09-01 | 36.973952277931396 |
| 1992-10-01 | 36.950514056915296 |
| 1992-11-01 | 36.948200290845900 |
| 1992-12-01 | 36.833777967090505 |
| 1993-01-01 | 36.882041745782000 |
| 1993-02-01 | 36.738781969719700 |
| 1993-03-01 | 36.743217902039795 |
| 1993-04-01 | 36.464904893034294 |
| 1993-05-01 | 36.680008730623705 |
| 1993-06-01 | 36.699290833312794 |
| 1993-07-01 | 35.751552670414900 |
| 1993-08-01 | 35.890867118188500 |
| 1993-09-01 | 36.006232437804800 |
| 1993-10-01 | 36.077057034146200 |
| 1993-11-01 | 36.012629881147700 |
| 1993-12-01 | 36.384248540475000 |
| 1994-01-01 | 36.547869611842900 |
| 1994-02-01 | 36.957652072934710 |
| 1994-03-01 | 37.202894863674600 |
| 1994-04-01 | 37.667408504745005 |
| 1994-05-01 | 37.719408171867100 |
| 1994-06-01 | 37.889353433057200 |
| 1994-07-01 | 37.570599854333295 |
| 1994-08-01 | 37.914594321276000 |
| 1994-09-01 | 38.241725672484400 |
| 1994-10-01 | 37.598917203335700 |
| 1994-11-01 | 37.997733427920800 |
| 1994-12-01 | 38.031077512579710 |
| 1995-01-01 | 38.123499193411000 |
| 1995-02-01 | 38.372737328458800 |
| 1995-03-01 | 38.126418290546106 |
| 1995-04-01 | 38.265957536734795 |
| 1995-05-01 | 38.384394256593794 |
| 1995-06-01 | 38.476555326009400 |
| 1995-07-01 | 37.202252521047100 |
| 1995-08-01 | 37.642714286040700 |
| 1995-09-01 | 37.788289508861700 |
| 1995-10-01 | 37.011669326061200 |
| 1995-11-01 | 37.664524822504795 |
| 1995-12-01 | 37.665266007254710 |
| 1996-01-01 | 37.995630357659200 |
| 1996-02-01 | 38.398331989705600 |
| 1996-03-01 | 37.734343738736500 |
| 1996-04-01 | 37.473922886431900 |
| 1996-05-01 | 37.774196670542600 |
| 1996-06-01 | 37.571040615831800 |
| 1996-07-01 | 37.738769650910400 |
| 1996-08-01 | 37.563450950005205 |
| 1996-09-01 | 37.430252537864106 |
| 1996-10-01 | 38.409282512993500 |
| 1996-11-01 | 38.626185977673200 |
| 1996-12-01 | 38.789443655486200 |
| 1997-01-01 | 39.179153608691500 |
| 1997-02-01 | 39.035858907621900 |
| 1997-03-01 | 39.239040838777300 |
| 1997-04-01 | 39.467971947546296 |
| 1997-05-01 | 39.379657249829600 |
| 1997-06-01 | 39.871927827485300 |
| 1997-07-01 | 40.059935885909000 |
| 1997-08-01 | 40.188920478213205 |
| 1997-09-01 | 40.291042043475100 |
| 1997-10-01 | 40.410831815664004 |
| 1997-11-01 | 40.466444489607795 |
| 1997-12-01 | 40.603855881957700 |
| 1998-01-01 | 40.655904604132600 |
| 1998-02-01 | 40.678642341584000 |
| 1998-03-01 | 40.858796669183505 |
| 1998-04-01 | 40.655957823326900 |
| 1998-05-01 | 40.692692921589400 |
| 1998-06-01 | 40.876567550150300 |
| 1998-07-01 | 40.681065996345900 |
| 1998-08-01 | 40.796927433168400 |
| 1998-09-01 | 41.061317366908200 |
| 1998-10-01 | 41.025249458087700 |
| 1998-11-01 | 40.793846086272296 |
| 1998-12-01 | 40.816203280646600 |
| 1999-01-01 | 40.630498707470900 |
| 1999-02-01 | 40.925116049642300 |
| 1999-03-01 | 40.977783158451600 |
| 1999-04-01 | 41.036443876922000 |
| 1999-05-01 | 41.105918230155700 |
| 1999-06-01 | 41.075286531866800 |
| 1999-07-01 | 41.217008183462504 |
| 1999-08-01 | 41.009006030412900 |
| 1999-09-01 | 41.433661335248200 |
| 1999-10-01 | 41.664210892975795 |
| 1999-11-01 | 41.692001649685700 |
| 1999-12-01 | 41.722793588760794 |
| 2000-01-01 | 40.896103229056500 |
| 2000-02-01 | 40.864897883432500 |
| 2000-03-01 | 40.919741033986895 |
| 2000-04-01 | 41.205181093625200 |
| 2000-05-01 | 40.812102086531700 |
| 2000-06-01 | 40.796985907150500 |
| 2000-07-01 | 40.873275019174706 |
| 2000-08-01 | 40.810096779419396 |
| 2000-09-01 | 40.787624226197710 |
| 2000-10-01 | 40.908947789607794 |
| 2000-11-01 | 40.974643922648895 |
| 2000-12-01 | 41.128681545989500 |
| 2001-01-01 | 41.146744917243700 |
| 2001-02-01 | 41.327733899614200 |
| 2001-03-01 | 40.968248342734604 |
| 2001-04-01 | 41.187158960227100 |
| 2001-05-01 | 41.205692738031395 |
| 2001-06-01 | 41.015063184464800 |
| 2001-07-01 | 41.525071841492000 |
| 2001-08-01 | 41.228023750333600 |
| 2001-09-01 | 40.732038113495800 |
| 2001-10-01 | 38.459896556581896 |
| 2001-11-01 | 37.452845226144795 |
| 2001-12-01 | 37.121753292513795 |
| 2002-01-01 | 37.764115791368000 |
| 2002-02-01 | 37.502550596167396 |
| 2002-03-01 | 37.456701030243100 |
| 2002-04-01 | 36.873954505504200 |
| 2002-05-01 | 36.601678658064100 |
| 2002-06-01 | 36.336348481899290 |
| 2002-07-01 | 35.863993796703700 |
| 2002-08-01 | 35.658420972351900 |
| 2002-09-01 | 35.254121687656200 |
| 2002-10-01 | 34.907841549720800 |
| 2002-11-01 | 34.834033867628605 |
| 2002-12-01 | 34.496110700535000 |
| 2003-01-01 | 32.264448437161400 |
| 2003-02-01 | 32.204697826325100 |
| 2003-03-01 | 32.254303771320400 |
| 2003-04-01 | 31.471071922458897 |
| 2003-05-01 | 30.901210329516100 |
| 2003-06-01 | 30.339540957714800 |
| 2003-07-01 | 30.008767990384100 |
| 2003-08-01 | 30.215159232608000 |
| 2003-09-01 | 30.365330689644700 |
| 2003-10-01 | 29.345534149547802 |
| 2003-11-01 | 29.725622359056803 |
| 2003-12-01 | 29.452989468713003 |
| 2004-01-01 | 29.151970060780602 |
| 2004-02-01 | 28.979101963734700 |
| 2004-03-01 | 29.476826182894698 |
| 2004-04-01 | 29.054797717785203 |
| 2004-05-01 | 29.321359408739400 |
| 2004-06-01 | 29.378174353618398 |
| 2004-07-01 | 29.255479218330002 |
| 2004-08-01 | 28.977037048653198 |
| 2004-09-01 | 28.874687190201100 |
| 2004-10-01 | 29.746100525239000 |
| 2004-11-01 | 29.716595588453900 |
| 2004-12-01 | 29.703731591091500 |
| 2005-01-01 | 29.949359700011700 |
| 2005-02-01 | 29.643256013508800 |
| 2005-03-01 | 29.496774494351800 |
| 2005-04-01 | 29.535693424343400 |
| 2005-05-01 | 29.650541480894603 |
| 2005-06-01 | 29.833452659739600 |
| 2005-07-01 | 29.997303870114898 |
| 2005-08-01 | 29.751933322469803 |
| 2005-09-01 | 29.694636475435700 |
| 2005-10-01 | 29.320726648753800 |
| 2005-11-01 | 29.309396612400104 |
| 2005-12-01 | 29.364849639566497 |
| 2006-01-01 | 28.947531095474602 |
| 2006-02-01 | 28.567211238070197 |
| 2006-03-01 | 28.514836832743200 |
| 2006-04-01 | 28.620416831500200 |
| 2006-05-01 | 28.502026584804696 |
| 2006-06-01 | 28.619690017773700 |
| 2006-07-01 | 28.036179579267102 |
| 2006-08-01 | 28.014070061698604 |
| 2006-09-01 | 27.919174961491700 |
| 2006-10-01 | 27.868072656923400 |
| 2006-11-01 | 27.985511892964800 |
| 2006-12-01 | 28.127366929924804 |
| 2007-01-01 | 28.173332633342298 |
| 2007-02-01 | 28.204839919102500 |
| 2007-03-01 | 27.917410155715498 |
| 2007-04-01 | 27.807507231097002 |
| 2007-05-01 | 27.557009599245600 |
| 2007-06-01 | 27.509960858158700 |
| 2007-07-01 | 27.583206478043103 |
| 2007-08-01 | 27.766158946487300 |
| 2007-09-01 | 27.627508801206000 |
| 2007-10-01 | 27.809471995588797 |
| 2007-11-01 | 27.946942419746104 |
| 2007-12-01 | 27.394009557303500 |
| 2008-01-01 | 27.221347883378800 |
| 2008-02-01 | 27.249671785485000 |
| 2008-03-01 | 27.416583386522102 |
| 2008-04-01 | 26.807724741989002 |
| 2008-05-01 | 26.519048842487300 |
| 2008-06-01 | 26.013770509487500 |
| 2008-07-01 | 25.725061082936396 |
| 2008-08-01 | 25.193877667643700 |
| 2008-09-01 | 24.913946890456902 |
| 2008-10-01 | 24.338104410109000 |
| 2008-11-01 | 23.487958562542400 |
| 2008-12-01 | 23.054672398875000 |
| 2009-01-01 | 23.204149831385003 |
| 2009-02-01 | 22.644136494997000 |
| 2009-03-01 | 22.324965674161900 |
| 2009-04-01 | 21.728909596969300 |
| 2009-05-01 | 21.461680647891100 |
| 2009-06-01 | 21.197431065836600 |
| 2009-07-01 | 20.839487904302200 |
| 2009-08-01 | 20.608875701199300 |
| 2009-09-01 | 20.376335846484200 |
| 2009-10-01 | 20.584629084148702 |
| 2009-11-01 | 20.533493941793700 |
| 2009-12-01 | 20.514652458467900 |
| 2010-01-01 | 20.498421759041300 |
| 2010-02-01 | 20.268321417945300 |
| 2010-03-01 | 20.144503947738400 |
| 2010-04-01 | 20.370037778414800 |
| 2010-05-01 | 20.194255603541700 |
| 2010-06-01 | 20.253612785737900 |
| 2010-07-01 | 20.222112672533502 |
| 2010-08-01 | 20.204794783533398 |
| 2010-09-01 | 20.245129009231400 |
| 2010-10-01 | 19.955992734340600 |
| 2010-11-01 | 19.880546813618400 |
| 2010-12-01 | 19.768833967837500 |
| 2011-01-01 | 19.601936519855002 |
| 2011-02-01 | 19.322486012298000 |
| 2011-03-01 | 19.379351080411400 |
| 2011-04-01 | 19.402949549133100 |
| 2011-05-01 | 19.411255894191100 |
| 2011-06-01 | 19.374757330306700 |
| 2011-07-01 | 19.391452549568104 |
| 2011-08-01 | 19.391576077090100 |
| 2011-09-01 | 19.408552139660200 |
| 2011-10-01 | 19.361380534036500 |
| 2011-11-01 | 19.448843965704600 |
| 2011-12-01 | 19.439312700648300 |
| 2012-01-01 | 19.409976209879503 |
| 2012-02-01 | 19.463967770906102 |
| 2012-03-01 | 19.520137552184900 |
| 2012-04-01 | 19.419751082590200 |
| 2012-05-01 | 19.618394440274600 |
| 2012-06-01 | 19.573010623464500 |
| 2012-07-01 | 19.854260633609897 |
| 2012-08-01 | 20.071264783081600 |
| 2012-09-01 | 20.189953013453800 |
| 2012-10-01 | 20.375216807518200 |
| 2012-11-01 | 20.427603648243900 |
| 2012-12-01 | 20.640570159291602 |
| 2013-01-01 | 20.627162053502500 |
| 2013-02-01 | 20.793494500384200 |
| 2013-03-01 | 21.062940410674600 |
| 2013-04-01 | 21.020404108365500 |
| 2013-05-01 | 21.108960364045398 |
| 2013-06-01 | 21.149126032485600 |
| 2013-07-01 | 21.312874965334398 |
| 2013-08-01 | 21.352991007189900 |
| 2013-09-01 | 21.362427055296102 |
| 2013-10-01 | 21.601753487549600 |
| 2013-11-01 | 21.727549951065900 |
| 2013-12-01 | 21.870602165766503 |
| 2014-01-01 | 22.048418592229300 |
| 2014-02-01 | 22.122649822655200 |
| 2014-03-01 | 22.305069672798400 |
| 2014-04-01 | 22.303136552235898 |
| 2014-05-01 | 22.486016932206102 |
| 2014-06-01 | 22.713550721408502 |
| 2014-07-01 | 22.568191477059102 |
| 2014-08-01 | 22.828121752452300 |
| 2014-09-01 | 23.044549752593900 |
| 2014-10-01 | 23.128084329105500 |
| 2014-11-01 | 23.340938546623400 |
| 2014-12-01 | 23.515487387711600 |
| 2015-01-01 | 23.757655330020200 |
| 2015-02-01 | 23.958752773267100 |
| 2015-03-01 | 23.950148995514898 |
| 2015-04-01 | 24.179886224430998 |
| 2015-05-01 | 24.162462469566000 |
| 2015-06-01 | 24.277433919832300 |
| 2015-07-01 | 24.323792546402302 |
| 2015-08-01 | 24.491498836048102 |
| 2015-09-01 | 24.431933621656400 |
| 2015-10-01 | 25.148807446481800 |
| 2015-11-01 | 25.056892371038103 |
| 2015-12-01 | 25.162093086832400 |
| 2016-01-01 | 25.267515975877103 |
| 2016-02-01 | 25.490023781911997 |
| 2016-03-01 | 25.587806429728600 |
| 2016-04-01 | 25.755822317757396 |
| 2016-05-01 | 25.850085667065300 |
| 2016-06-01 | 25.955384207294603 |
| 2016-07-01 | 25.888796523285000 |
| 2016-08-01 | 25.856621031907600 |
| 2016-09-01 | 25.932149116935896 |
| 2016-10-01 | 25.751063779111000 |
| 2016-11-01 | 25.864792215781698 |
| 2016-12-01 | 25.793028076631103 |
| 2017-01-01 | 25.767540917600698 |
| 2017-02-01 | 25.714281469678397 |
| 2017-03-01 | 25.704074340047303 |
| 2017-04-01 | 26.151566882754302 |
| 2017-05-01 | 26.341660618636897 |
| 2017-06-01 | 26.359480193406400 |
| 2017-07-01 | 26.776407886981897 |
| 2017-08-01 | 26.830899973103900 |
| 2017-09-01 | 26.650076852185197 |
| 2017-10-01 | 26.429747968800896 |
| 2017-11-01 | 26.365175131255498 |
| 2017-12-01 | 26.496948633120400 |
| 2018-01-01 | 26.662452262853500 |
| 2018-02-01 | 26.619801210687700 |
| 2018-03-01 | 26.591411192270197 |
| 2018-04-01 | 26.652813664473900 |
| 2018-05-01 | 26.752091824911400 |
| 2018-06-01 | 27.093900294525800 |
| 2018-07-01 | 26.981302771630800 |
| 2018-08-01 | 27.136063806435200 |
| 2018-09-01 | 26.987712559769896 |
| 2018-10-01 | 27.292016208337103 |
| 2018-11-01 | 27.358811746829100 |
| 2018-12-01 | 27.373149389690700 |
| 2019-01-01 | 27.427337412549000 |
| 2019-02-01 | 27.803445661591603 |
| 2019-03-01 | 27.959792468848900 |
| 2019-04-01 | 27.761745774253804 |
| 2019-05-01 | 28.067097996874600 |
| 2019-06-01 | 28.447614282920103 |
| 2019-07-01 | 27.515627832559300 |
| 2019-08-01 | 27.576003355085500 |
| 2019-09-01 | 27.737964522485500 |
| 2019-10-01 | 27.750381764939200 |
| 2019-11-01 | 27.840769728377700 |
| 2019-12-01 | 27.733702190655602 |
| 2020-01-01 | 27.583252989644900 |
| 2020-02-01 | 27.252495866042000 |
| 2020-03-01 | 26.207101941640200 |
| 2020-04-01 | 21.075481278025100 |
| 2020-05-01 | 19.895390927062300 |
| 2020-06-01 | 19.396426646595398 |
| 2020-07-01 | 16.975179049114100 |
| 2020-08-01 | 16.950892479309402 |
| 2020-09-01 | 16.777092113000000 |
| 2020-10-01 | 16.726229951832900 |
| 2020-11-01 | 16.518430041262697 |
| 2020-12-01 | 16.577132486974900 |
| 2021-01-01 | 15.721074056341200 |
| 2021-02-01 | 15.996936615817699 |
| 2021-03-01 | 16.158319749154803 |
| 2021-04-01 | 16.397160630638002 |
| 2021-05-01 | 16.505243733869300 |
| 2021-06-01 | 16.840698346337700 |
| 2021-07-01 | 17.548763687053100 |
| 2021-08-01 | 17.827551207425500 |
| 2021-09-01 | 18.092404075434200 |
| 2021-10-01 | 18.626597892746698 |
| 2021-11-01 | 18.905096717547000 |
| 2021-12-01 | 19.322823648449500 |
| 2022-01-01 | 19.367534117708400 |
| 2022-02-01 | 19.439874241127900 |
| 2022-03-01 | 19.612324384815100 |
| 2022-04-01 | 19.919536583162200 |
| 2022-05-01 | 20.015810903348600 |
| 2022-06-01 | 20.069846315423700 |
| 2022-07-01 | 20.206103752145400 |
| 2022-08-01 | 20.291202022391300 |
| 2022-09-01 | 20.592928848892900 |
| 2022-10-01 | 20.747022369471100 |
| 2022-11-01 | 20.903546858984303 |
| 2022-12-01 | 20.977188600594100 |
| 2023-01-01 | 21.113697499814700 |
| 2023-02-01 | 21.300210207803897 |
| 2023-03-01 | 21.287230010629102 |
| 2023-04-01 | 21.037025628082800 |
| 2023-05-01 | 21.013427092994302 |
| 2023-06-01 | 20.988476702464400 |
| 2023-07-01 | 20.748677732657000 |
| 2023-08-01 | 20.728396009594103 |
| 2023-09-01 | 20.786183928416897 |
| 2023-10-01 | 20.771323196797000 |
| 2023-11-01 | 20.907037026968000 |
| 2023-12-01 | 21.053177268728800 |
| 2024-01-01 | 21.085761431351800 |
| 2024-02-01 | 21.067359890574600 |
| 2024-03-01 | 21.065287771958800 |
| 2024-04-01 | 21.052964600214200 |
| 2024-05-01 | 21.218161926605600 |
| 2024-06-01 | 21.286304197964398 |
| 2024-07-01 | 21.373913616454400 |
| 2024-08-01 | 21.448949453202900 |
| 2024-09-01 | 21.477015835464100 |
| 2024-10-01 | 21.294370534117600 |
| 2024-11-01 | 21.209437055292200 |
