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 2024-08-01 |
| Last Updated | 2024-09-21 4:33 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 | 37.805451915588100 |
| 1990-02-01 | 37.965378806013000 |
| 1990-03-01 | 38.073109200827000 |
| 1990-04-01 | 37.499301717345205 |
| 1990-05-01 | 37.611509460109400 |
| 1990-06-01 | 37.650598182311704 |
| 1990-07-01 | 37.524499711423800 |
| 1990-08-01 | 37.908496555972900 |
| 1990-09-01 | 37.863587169193600 |
| 1990-10-01 | 38.256885721286800 |
| 1990-11-01 | 38.180911682408000 |
| 1990-12-01 | 38.779468189273900 |
| 1991-01-01 | 38.206812616920000 |
| 1991-02-01 | 37.946818220484100 |
| 1991-03-01 | 37.467517170290500 |
| 1991-04-01 | 37.701315430305500 |
| 1991-05-01 | 37.587501759381900 |
| 1991-06-01 | 37.236717705890996 |
| 1991-07-01 | 37.630072831949896 |
| 1991-08-01 | 37.529816810173500 |
| 1991-09-01 | 37.572962397129295 |
| 1991-10-01 | 37.376721085040100 |
| 1991-11-01 | 37.407964997038500 |
| 1991-12-01 | 37.298822043080900 |
| 1992-01-01 | 36.792747218857706 |
| 1992-02-01 | 36.997333179075400 |
| 1992-03-01 | 36.965024637462800 |
| 1992-04-01 | 37.299713781243504 |
| 1992-05-01 | 37.139478568246105 |
| 1992-06-01 | 37.119431443213900 |
| 1992-07-01 | 37.238977414989290 |
| 1992-08-01 | 37.059663237844205 |
| 1992-09-01 | 36.979104254864204 |
| 1992-10-01 | 36.917363190471000 |
| 1992-11-01 | 36.965373131703400 |
| 1992-12-01 | 36.838901785502200 |
| 1993-01-01 | 36.866967763607896 |
| 1993-02-01 | 36.720165120301500 |
| 1993-03-01 | 36.751614307802400 |
| 1993-04-01 | 36.481115374429200 |
| 1993-05-01 | 36.679979258235996 |
| 1993-06-01 | 36.706974343089500 |
| 1993-07-01 | 35.749456102028105 |
| 1993-08-01 | 35.894891746051800 |
| 1993-09-01 | 36.010562437354600 |
| 1993-10-01 | 36.065015391314000 |
| 1993-11-01 | 36.030942685405000 |
| 1993-12-01 | 36.390965401483300 |
| 1994-01-01 | 36.516457858645500 |
| 1994-02-01 | 36.931087485610900 |
| 1994-03-01 | 37.211107411376204 |
| 1994-04-01 | 37.677475137768400 |
| 1994-05-01 | 37.727670708541396 |
| 1994-06-01 | 37.895497599595790 |
| 1994-07-01 | 37.570617057149896 |
| 1994-08-01 | 37.919495836278800 |
| 1994-09-01 | 38.245915915392200 |
| 1994-10-01 | 37.604343419016400 |
| 1994-11-01 | 38.016066088986800 |
| 1994-12-01 | 38.038269728579700 |
| 1995-01-01 | 38.073401985394796 |
| 1995-02-01 | 38.345751623779800 |
| 1995-03-01 | 38.133975122572800 |
| 1995-04-01 | 38.269333159092400 |
| 1995-05-01 | 38.401150084448600 |
| 1995-06-01 | 38.481508927645000 |
| 1995-07-01 | 37.204314117767600 |
| 1995-08-01 | 37.648677159750000 |
| 1995-09-01 | 37.799522482254300 |
| 1995-10-01 | 37.019001571532100 |
| 1995-11-01 | 37.682612884736800 |
| 1995-12-01 | 37.673828803008900 |
| 1996-01-01 | 37.932850087678700 |
| 1996-02-01 | 38.371237858099300 |
| 1996-03-01 | 37.742089734580105 |
| 1996-04-01 | 37.471984518568000 |
| 1996-05-01 | 37.797558303900400 |
| 1996-06-01 | 37.577124440454100 |
| 1996-07-01 | 37.744589127751105 |
| 1996-08-01 | 37.566804970107796 |
| 1996-09-01 | 37.447080210797500 |
| 1996-10-01 | 38.416840386020300 |
| 1996-11-01 | 38.641051434642800 |
| 1996-12-01 | 38.798541819984800 |
| 1997-01-01 | 39.106092597737800 |
| 1997-02-01 | 39.017390287099104 |
| 1997-03-01 | 39.245006890641896 |
| 1997-04-01 | 39.460558468909100 |
| 1997-05-01 | 39.405447373837000 |
| 1997-06-01 | 39.881490605347900 |
| 1997-07-01 | 40.069475281660600 |
| 1997-08-01 | 40.188841696066600 |
| 1997-09-01 | 40.312652476578200 |
| 1997-10-01 | 40.417085309942400 |
| 1997-11-01 | 40.476113248685600 |
| 1997-12-01 | 40.611673255447100 |
| 1998-01-01 | 40.587195765273705 |
| 1998-02-01 | 40.663495520210205 |
| 1998-03-01 | 40.855351480723290 |
| 1998-04-01 | 40.647921842308200 |
| 1998-05-01 | 40.713891762042400 |
| 1998-06-01 | 40.899006091462000 |
| 1998-07-01 | 40.695289530808296 |
| 1998-08-01 | 40.790349204661800 |
| 1998-09-01 | 41.084070950655295 |
| 1998-10-01 | 41.030348514185796 |
| 1998-11-01 | 40.799098270531005 |
| 1998-12-01 | 40.820110542880200 |
| 1999-01-01 | 40.577790926077000 |
| 1999-02-01 | 40.910917418555500 |
| 1999-03-01 | 40.958882174887100 |
| 1999-04-01 | 41.030887548541800 |
| 1999-05-01 | 41.117569310566000 |
| 1999-06-01 | 41.111058465082000 |
| 1999-07-01 | 41.234051900121400 |
| 1999-08-01 | 40.999288446232100 |
| 1999-09-01 | 41.457520798278395 |
| 1999-10-01 | 41.668167112734400 |
| 1999-11-01 | 41.695478822805600 |
| 1999-12-01 | 41.724565940148295 |
| 2000-01-01 | 40.862446219740704 |
| 2000-02-01 | 40.844649202662000 |
| 2000-03-01 | 40.885069243532290 |
| 2000-04-01 | 41.202352324325300 |
| 2000-05-01 | 40.814515343093900 |
| 2000-06-01 | 40.847379064381600 |
| 2000-07-01 | 40.885085537982200 |
| 2000-08-01 | 40.797493059733400 |
| 2000-09-01 | 40.821837910124600 |
| 2000-10-01 | 40.910816113615700 |
| 2000-11-01 | 40.975966172182005 |
| 2000-12-01 | 41.129919189751300 |
| 2001-01-01 | 41.129084051841700 |
| 2001-02-01 | 41.307095960420800 |
| 2001-03-01 | 40.911333347314300 |
| 2001-04-01 | 41.188016234526700 |
| 2001-05-01 | 41.205780801535300 |
| 2001-06-01 | 41.068536949993100 |
| 2001-07-01 | 41.528780563615100 |
| 2001-08-01 | 41.219663938891294 |
| 2001-09-01 | 40.776305426235000 |
| 2001-10-01 | 38.460605716544200 |
| 2001-11-01 | 37.453172414374500 |
| 2001-12-01 | 37.123270493616900 |
| 2002-01-01 | 37.757627608593900 |
| 2002-02-01 | 37.482536846898206 |
| 2002-03-01 | 37.381495759441900 |
| 2002-04-01 | 36.877256047743295 |
| 2002-05-01 | 36.602781051288000 |
| 2002-06-01 | 36.390360718382794 |
| 2002-07-01 | 35.857728779426395 |
| 2002-08-01 | 35.653688534573604 |
| 2002-09-01 | 35.308481302756300 |
| 2002-10-01 | 34.907439584337100 |
| 2002-11-01 | 34.832874105455000 |
| 2002-12-01 | 34.493733907581700 |
| 2003-01-01 | 32.267494847675900 |
| 2003-02-01 | 32.188799870366200 |
| 2003-03-01 | 32.168801478335300 |
| 2003-04-01 | 31.478020570120100 |
| 2003-05-01 | 30.906539973691900 |
| 2003-06-01 | 30.381741356287900 |
| 2003-07-01 | 29.998791477434100 |
| 2003-08-01 | 30.218014378957100 |
| 2003-09-01 | 30.419153940574603 |
| 2003-10-01 | 29.344889693016200 |
| 2003-11-01 | 29.724259438432302 |
| 2003-12-01 | 29.446853681158300 |
| 2004-01-01 | 29.153916256217798 |
| 2004-02-01 | 28.968430380787897 |
| 2004-03-01 | 29.400547647366400 |
| 2004-04-01 | 29.061455796056000 |
| 2004-05-01 | 29.329721112935500 |
| 2004-06-01 | 29.410020648013000 |
| 2004-07-01 | 29.242606384659100 |
| 2004-08-01 | 28.983828901722198 |
| 2004-09-01 | 28.928250239485102 |
| 2004-10-01 | 29.746383324970196 |
| 2004-11-01 | 29.703588450568700 |
| 2004-12-01 | 29.694929093735700 |
| 2005-01-01 | 29.951367253111700 |
| 2005-02-01 | 29.638062598678196 |
| 2005-03-01 | 29.435019254272700 |
| 2005-04-01 | 29.544237103959500 |
| 2005-05-01 | 29.661983804489400 |
| 2005-06-01 | 29.853273849102003 |
| 2005-07-01 | 29.990490840130100 |
| 2005-08-01 | 29.763699896460800 |
| 2005-09-01 | 29.734576027920200 |
| 2005-10-01 | 29.325632249483800 |
| 2005-11-01 | 29.280197083773302 |
| 2005-12-01 | 29.354576743354997 |
| 2006-01-01 | 28.946604618982896 |
| 2006-02-01 | 28.565523000190897 |
| 2006-03-01 | 28.478459335611900 |
| 2006-04-01 | 28.628054000344502 |
| 2006-05-01 | 28.511573227153600 |
| 2006-06-01 | 28.637180926658100 |
| 2006-07-01 | 28.037060407136900 |
| 2006-08-01 | 28.025256808314500 |
| 2006-09-01 | 27.944799426715804 |
| 2006-10-01 | 27.876509016135202 |
| 2006-11-01 | 27.939367076800700 |
| 2006-12-01 | 28.115667885920300 |
| 2007-01-01 | 28.170258159680600 |
| 2007-02-01 | 28.206644192785300 |
| 2007-03-01 | 27.907337399721400 |
| 2007-04-01 | 27.814283213827300 |
| 2007-05-01 | 27.564323831856900 |
| 2007-06-01 | 27.524287217754900 |
| 2007-07-01 | 27.591679227261800 |
| 2007-08-01 | 27.776311026454500 |
| 2007-09-01 | 27.636429878895697 |
| 2007-10-01 | 27.819507177982203 |
| 2007-11-01 | 27.893747798402100 |
| 2007-12-01 | 27.381529609724197 |
| 2008-01-01 | 27.214310638375000 |
| 2008-02-01 | 27.256637266241103 |
| 2008-03-01 | 27.429045436255898 |
| 2008-04-01 | 26.812285534452500 |
| 2008-05-01 | 26.524849460186000 |
| 2008-06-01 | 26.024634606888398 |
| 2008-07-01 | 25.731503216830300 |
| 2008-08-01 | 25.200701516820697 |
| 2008-09-01 | 24.918860381897100 |
| 2008-10-01 | 24.346140590101400 |
| 2008-11-01 | 23.433112110461302 |
| 2008-12-01 | 23.045044602038498 |
| 2009-01-01 | 23.198156963382600 |
| 2009-02-01 | 22.654819652143600 |
| 2009-03-01 | 22.345226174783697 |
| 2009-04-01 | 21.734270861602397 |
| 2009-05-01 | 21.467926901720200 |
| 2009-06-01 | 21.198136175106498 |
| 2009-07-01 | 20.844566706915800 |
| 2009-08-01 | 20.613474201809800 |
| 2009-09-01 | 20.377491684399800 |
| 2009-10-01 | 20.590506557456000 |
| 2009-11-01 | 20.489516994216900 |
| 2009-12-01 | 20.507565982443500 |
| 2010-01-01 | 20.492540561091303 |
| 2010-02-01 | 20.281949560186998 |
| 2010-03-01 | 20.165456936104300 |
| 2010-04-01 | 20.374830049775900 |
| 2010-05-01 | 20.200188726271502 |
| 2010-06-01 | 20.244154733888603 |
| 2010-07-01 | 20.225954441265000 |
| 2010-08-01 | 20.207994502581700 |
| 2010-09-01 | 20.243121923813500 |
| 2010-10-01 | 19.959209215680698 |
| 2010-11-01 | 19.854657646067000 |
| 2010-12-01 | 19.763669152683498 |
| 2011-01-01 | 19.598022706631500 |
| 2011-02-01 | 19.334153646420300 |
| 2011-03-01 | 19.398451635911400 |
| 2011-04-01 | 19.405323025187300 |
| 2011-05-01 | 19.415913939125602 |
| 2011-06-01 | 19.356896659868102 |
| 2011-07-01 | 19.396279451023500 |
| 2011-08-01 | 19.394709933875600 |
| 2011-09-01 | 19.403607553123200 |
| 2011-10-01 | 19.362322043962898 |
| 2011-11-01 | 19.441121021052300 |
| 2011-12-01 | 19.435684167662200 |
| 2012-01-01 | 19.407474420698897 |
| 2012-02-01 | 19.473452920335300 |
| 2012-03-01 | 19.532389191231100 |
| 2012-04-01 | 19.419765285669502 |
| 2012-05-01 | 19.620966980094500 |
| 2012-06-01 | 19.553626285732502 |
| 2012-07-01 | 19.860052348199698 |
| 2012-08-01 | 20.075141619461300 |
| 2012-09-01 | 20.184023478421000 |
| 2012-10-01 | 20.376794292867800 |
| 2012-11-01 | 20.427292711101998 |
| 2012-12-01 | 20.639981345998603 |
| 2013-01-01 | 20.626936502615000 |
| 2013-02-01 | 20.798456989304900 |
| 2013-03-01 | 21.068187254816802 |
| 2013-04-01 | 21.018578559770200 |
| 2013-05-01 | 21.110574852162700 |
| 2013-06-01 | 21.129987787968800 |
| 2013-07-01 | 21.321753590097600 |
| 2013-08-01 | 21.359037068566000 |
| 2013-09-01 | 21.357432789145600 |
| 2013-10-01 | 21.604773392135897 |
| 2013-11-01 | 21.727741028418603 |
| 2013-12-01 | 21.870783627883100 |
| 2014-01-01 | 22.048921724273400 |
| 2014-02-01 | 22.124777693238897 |
| 2014-03-01 | 22.302724096739200 |
| 2014-04-01 | 22.301166398669896 |
| 2014-05-01 | 22.485652955135897 |
| 2014-06-01 | 22.699107706159396 |
| 2014-07-01 | 22.581267051627500 |
| 2014-08-01 | 22.838702572028800 |
| 2014-09-01 | 23.039558607232700 |
| 2014-10-01 | 23.132679621760996 |
| 2014-11-01 | 23.332467198842696 |
| 2014-12-01 | 23.516920847211598 |
| 2015-01-01 | 23.759255734015300 |
| 2015-02-01 | 23.958078980376897 |
| 2015-03-01 | 23.945173772807802 |
| 2015-04-01 | 24.179377070390895 |
| 2015-05-01 | 24.162427219134802 |
| 2015-06-01 | 24.261286509969803 |
| 2015-07-01 | 24.342662612266500 |
| 2015-08-01 | 24.506884496365600 |
| 2015-09-01 | 24.427437219852198 |
| 2015-10-01 | 25.153046827075300 |
| 2015-11-01 | 25.038500196542103 |
| 2015-12-01 | 25.163248063786103 |
| 2016-01-01 | 25.272920900363600 |
| 2016-02-01 | 25.487936492775700 |
| 2016-03-01 | 25.579530918399200 |
| 2016-04-01 | 25.762906706279896 |
| 2016-05-01 | 25.848399616941000 |
| 2016-06-01 | 25.935565777722896 |
| 2016-07-01 | 25.910234699688200 |
| 2016-08-01 | 25.875352199266800 |
| 2016-09-01 | 25.928109160890603 |
| 2016-10-01 | 25.755143736803397 |
| 2016-11-01 | 25.836855140253896 |
| 2016-12-01 | 25.794650648205500 |
| 2017-01-01 | 25.777973937867397 |
| 2017-02-01 | 25.711666484494600 |
| 2017-03-01 | 25.696427968525896 |
| 2017-04-01 | 26.167261820859800 |
| 2017-05-01 | 26.340689675978602 |
| 2017-06-01 | 26.326660480912000 |
| 2017-07-01 | 26.798334073631800 |
| 2017-08-01 | 26.850181831156203 |
| 2017-09-01 | 26.648493965543604 |
| 2017-10-01 | 26.431942550889897 |
| 2017-11-01 | 26.336406149950700 |
| 2017-12-01 | 26.498321273028697 |
| 2018-01-01 | 26.677545966416698 |
| 2018-02-01 | 26.617070340145897 |
| 2018-03-01 | 26.585539383580000 |
| 2018-04-01 | 26.677766104662000 |
| 2018-05-01 | 26.746808320372500 |
| 2018-06-01 | 27.049425294450900 |
| 2018-07-01 | 27.002032362168100 |
| 2018-08-01 | 27.154794168073302 |
| 2018-09-01 | 26.987575966450500 |
| 2018-10-01 | 27.294518582974500 |
| 2018-11-01 | 27.332192630343800 |
| 2018-12-01 | 27.375352113190800 |
| 2019-01-01 | 27.444100751187200 |
| 2019-02-01 | 27.802037799692100 |
| 2019-03-01 | 27.958420419141603 |
| 2019-04-01 | 27.789134914656500 |
| 2019-05-01 | 28.059045124471197 |
| 2019-06-01 | 28.393751542401500 |
| 2019-07-01 | 27.533325629904400 |
| 2019-08-01 | 27.593369333521600 |
| 2019-09-01 | 27.740644896013197 |
| 2019-10-01 | 27.752734225300700 |
| 2019-11-01 | 27.824188701511304 |
| 2019-12-01 | 27.734175715482397 |
| 2020-01-01 | 27.598361152671300 |
| 2020-02-01 | 27.250744062801500 |
| 2020-03-01 | 26.208387239715800 |
| 2020-04-01 | 21.100685859077803 |
| 2020-05-01 | 19.881213636032200 |
| 2020-06-01 | 19.345610901685802 |
| 2020-07-01 | 16.989228848407200 |
| 2020-08-01 | 16.968157346129000 |
| 2020-09-01 | 16.783545307032400 |
| 2020-10-01 | 16.730837141233700 |
| 2020-11-01 | 16.511944977649400 |
| 2020-12-01 | 16.575090844664800 |
| 2021-01-01 | 15.729336395220500 |
| 2021-02-01 | 15.993334658878300 |
| 2021-03-01 | 16.159808400578598 |
| 2021-04-01 | 16.410131901820400 |
| 2021-05-01 | 16.489034898050200 |
| 2021-06-01 | 16.799898022038800 |
| 2021-07-01 | 17.560627244509100 |
| 2021-08-01 | 17.847951929979800 |
| 2021-09-01 | 18.114298642056998 |
| 2021-10-01 | 18.630384089164300 |
| 2021-11-01 | 18.903425377334603 |
| 2021-12-01 | 19.316682162653300 |
| 2022-01-01 | 19.366606389362100 |
| 2022-02-01 | 19.431364862736600 |
| 2022-03-01 | 19.608408515642900 |
| 2022-04-01 | 19.918502555093000 |
| 2022-05-01 | 19.997099105584800 |
| 2022-06-01 | 20.044514563120700 |
| 2022-07-01 | 20.222093343160000 |
| 2022-08-01 | 20.321837748918398 |
| 2022-09-01 | 20.631473407149100 |
| 2022-10-01 | 20.747298474666700 |
| 2022-11-01 | 20.895534774745897 |
| 2022-12-01 | 20.967777535655700 |
| 2023-01-01 | 21.104524704734400 |
| 2023-02-01 | 21.286664866352197 |
| 2023-03-01 | 21.276154356731602 |
| 2023-04-01 | 21.021976417369000 |
| 2023-05-01 | 20.997291594404600 |
| 2023-06-01 | 20.976641546214303 |
| 2023-07-01 | 20.769650741410000 |
| 2023-08-01 | 20.771145801815600 |
| 2023-09-01 | 20.844640358691898 |
| 2023-10-01 | 20.762848006048000 |
| 2023-11-01 | 20.888713106157000 |
| 2023-12-01 | 21.040035425375000 |
| 2024-01-01 | 21.071662720376600 |
| 2024-02-01 | 21.048256764163302 |
| 2024-03-01 | 21.047420812210900 |
| 2024-04-01 | 21.031338163050400 |
| 2024-05-01 | 21.203708235944898 |
| 2024-06-01 | 21.287155484212600 |
| 2024-07-01 | 21.400091031442500 |
| 2024-08-01 | 21.502607737547700 |
