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 2026-06-01 |
| Last Updated | 2026-07-22 10:43 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 | 37.8019325152044 |
| 1990-02-01 | 37.9647844434456 |
| 1990-03-01 | 38.0619021150224 |
| 1990-04-01 | 37.4765053860056 |
| 1990-05-01 | 37.6160490158208 |
| 1990-06-01 | 37.6542823530425 |
| 1990-07-01 | 37.5186409679035 |
| 1990-08-01 | 37.9043497932145 |
| 1990-09-01 | 37.8564898520454 |
| 1990-10-01 | 38.3134910892336 |
| 1990-11-01 | 38.1740418975613 |
| 1990-12-01 | 38.7752602911525 |
| 1991-01-01 | 38.2040664721820 |
| 1991-02-01 | 37.9469661721639 |
| 1991-03-01 | 37.4586060482949 |
| 1991-04-01 | 37.6763471163807 |
| 1991-05-01 | 37.5927956003433 |
| 1991-06-01 | 37.2408635161951 |
| 1991-07-01 | 37.6248892724581 |
| 1991-08-01 | 37.5248940087151 |
| 1991-09-01 | 37.5663237296069 |
| 1991-10-01 | 37.4259295517063 |
| 1991-11-01 | 37.4024773921657 |
| 1991-12-01 | 37.2953595267415 |
| 1992-01-01 | 36.7915014430647 |
| 1992-02-01 | 36.9999479599050 |
| 1992-03-01 | 36.9592602260611 |
| 1992-04-01 | 37.2747932924173 |
| 1992-05-01 | 37.1437050523960 |
| 1992-06-01 | 37.1227100359796 |
| 1992-07-01 | 37.2358225472486 |
| 1992-08-01 | 37.0545777981415 |
| 1992-09-01 | 36.9754614576077 |
| 1992-10-01 | 36.9471096549454 |
| 1992-11-01 | 36.9632356478525 |
| 1992-12-01 | 36.8358680353796 |
| 1993-01-01 | 36.8756956817698 |
| 1993-02-01 | 36.7242980778030 |
| 1993-03-01 | 36.7472464241624 |
| 1993-04-01 | 36.4595854602426 |
| 1993-05-01 | 36.6815369178017 |
| 1993-06-01 | 36.7082290584248 |
| 1993-07-01 | 35.7476197918178 |
| 1993-08-01 | 35.8890354173249 |
| 1993-09-01 | 36.0085675785214 |
| 1993-10-01 | 36.0770677552054 |
| 1993-11-01 | 36.0303838123542 |
| 1993-12-01 | 36.3871148074310 |
| 1994-01-01 | 36.5402541766154 |
| 1994-02-01 | 36.9361766227772 |
| 1994-03-01 | 37.2074318886227 |
| 1994-04-01 | 37.6614162357775 |
| 1994-05-01 | 37.7229504957583 |
| 1994-06-01 | 37.8949472000729 |
| 1994-07-01 | 37.5698162766489 |
| 1994-08-01 | 37.9133749978702 |
| 1994-09-01 | 38.2445453545970 |
| 1994-10-01 | 37.6018718398033 |
| 1994-11-01 | 38.0158213491830 |
| 1994-12-01 | 38.0337905043588 |
| 1995-01-01 | 38.1126992490932 |
| 1995-02-01 | 38.3508715023151 |
| 1995-03-01 | 38.1298096900912 |
| 1995-04-01 | 38.2589533843291 |
| 1995-05-01 | 38.3904469642311 |
| 1995-06-01 | 38.4795492706112 |
| 1995-07-01 | 37.2028229955401 |
| 1995-08-01 | 37.6417138506916 |
| 1995-09-01 | 37.7960333800947 |
| 1995-10-01 | 37.0143936557593 |
| 1995-11-01 | 37.6803170873865 |
| 1995-12-01 | 37.6679263956929 |
| 1996-01-01 | 37.9827718355527 |
| 1996-02-01 | 38.3755372094900 |
| 1996-03-01 | 37.7367292950857 |
| 1996-04-01 | 37.4674415763958 |
| 1996-05-01 | 37.7812099611918 |
| 1996-06-01 | 37.5738834267742 |
| 1996-07-01 | 37.7426469336517 |
| 1996-08-01 | 37.5605258932934 |
| 1996-09-01 | 37.4427222660797 |
| 1996-10-01 | 38.4122162432429 |
| 1996-11-01 | 38.6374479172511 |
| 1996-12-01 | 38.7920978849592 |
| 1997-01-01 | 39.1607554180774 |
| 1997-02-01 | 39.0184945271628 |
| 1997-03-01 | 39.2380591038586 |
| 1997-04-01 | 39.4612984870727 |
| 1997-05-01 | 39.3872797884319 |
| 1997-06-01 | 39.8768499009904 |
| 1997-07-01 | 40.0669252244098 |
| 1997-08-01 | 40.1843395865036 |
| 1997-09-01 | 40.3084102841825 |
| 1997-10-01 | 40.4135840521492 |
| 1997-11-01 | 40.4727106474825 |
| 1997-12-01 | 40.6062371147845 |
| 1998-01-01 | 40.6375497069281 |
| 1998-02-01 | 40.6620818324857 |
| 1998-03-01 | 40.8487941855155 |
| 1998-04-01 | 40.6498995969341 |
| 1998-05-01 | 40.6964972734314 |
| 1998-06-01 | 40.8948331176888 |
| 1998-07-01 | 40.6931553094644 |
| 1998-08-01 | 40.7879016015362 |
| 1998-09-01 | 41.0805984011277 |
| 1998-10-01 | 41.0283944780837 |
| 1998-11-01 | 40.7969001551322 |
| 1998-12-01 | 40.8174792273684 |
| 1999-01-01 | 40.6144331889947 |
| 1999-02-01 | 40.9092050187213 |
| 1999-03-01 | 40.9540419645699 |
| 1999-04-01 | 41.0311656639331 |
| 1999-05-01 | 41.1054405855719 |
| 1999-06-01 | 41.1079097736734 |
| 1999-07-01 | 41.2324083108862 |
| 1999-08-01 | 40.9980635846066 |
| 1999-09-01 | 41.4551145687878 |
| 1999-10-01 | 41.6675089719536 |
| 1999-11-01 | 41.6948117882410 |
| 1999-12-01 | 41.7238987113479 |
| 2000-01-01 | 40.8844514697580 |
| 2000-02-01 | 40.8440023599611 |
| 2000-03-01 | 40.8814725254595 |
| 2000-04-01 | 41.2008142806826 |
| 2000-05-01 | 40.8079170093781 |
| 2000-06-01 | 40.8453441026832 |
| 2000-07-01 | 40.8845815851041 |
| 2000-08-01 | 40.7968303144189 |
| 2000-09-01 | 40.8207080479617 |
| 2000-10-01 | 40.9108440430616 |
| 2000-11-01 | 40.9759445647697 |
| 2000-12-01 | 41.1300081372827 |
| 2001-01-01 | 41.1401638095601 |
| 2001-02-01 | 41.3071140252246 |
| 2001-03-01 | 40.9080171976503 |
| 2001-04-01 | 41.1866366951167 |
| 2001-05-01 | 41.2038159424623 |
| 2001-06-01 | 41.0669930325749 |
| 2001-07-01 | 41.5289002078841 |
| 2001-08-01 | 41.2193817265367 |
| 2001-09-01 | 40.7760735034499 |
| 2001-10-01 | 38.4606488272673 |
| 2001-11-01 | 37.4531056782815 |
| 2001-12-01 | 37.1232101833523 |
| 2002-01-01 | 37.7631672271883 |
| 2002-02-01 | 37.4825415557548 |
| 2002-03-01 | 37.3785945279828 |
| 2002-04-01 | 36.8767976391646 |
| 2002-05-01 | 36.6019998048046 |
| 2002-06-01 | 36.3896915285113 |
| 2002-07-01 | 35.8584992506560 |
| 2002-08-01 | 35.6536084471765 |
| 2002-09-01 | 35.3087268020400 |
| 2002-10-01 | 34.9073193563171 |
| 2002-11-01 | 34.8329462173970 |
| 2002-12-01 | 34.4940955595126 |
| 2003-01-01 | 32.2682897264840 |
| 2003-02-01 | 32.1893789276318 |
| 2003-03-01 | 32.1669900827582 |
| 2003-04-01 | 31.4779648560325 |
| 2003-05-01 | 30.9062893983312 |
| 2003-06-01 | 30.3816220481695 |
| 2003-07-01 | 29.9996817254719 |
| 2003-08-01 | 30.2180706043384 |
| 2003-09-01 | 30.4193780096303 |
| 2003-10-01 | 29.3447588044910 |
| 2003-11-01 | 29.7241402782687 |
| 2003-12-01 | 29.4467648101431 |
| 2004-01-01 | 29.1542424283858 |
| 2004-02-01 | 28.9686549273726 |
| 2004-03-01 | 29.3993242107080 |
| 2004-04-01 | 29.0614846144162 |
| 2004-05-01 | 29.3297180005850 |
| 2004-06-01 | 29.4100348741913 |
| 2004-07-01 | 29.2434431571211 |
| 2004-08-01 | 28.9838909974592 |
| 2004-09-01 | 28.9284565480343 |
| 2004-10-01 | 29.7462536655501 |
| 2004-11-01 | 29.7034229394270 |
| 2004-12-01 | 29.6947110127102 |
| 2005-01-01 | 29.9514460557183 |
| 2005-02-01 | 29.6380773902000 |
| 2005-03-01 | 29.4344590574599 |
| 2005-04-01 | 29.5442583241738 |
| 2005-05-01 | 29.6620367125191 |
| 2005-06-01 | 29.8533485917032 |
| 2005-07-01 | 29.9910231513047 |
| 2005-08-01 | 29.7637501363936 |
| 2005-09-01 | 29.7346878508479 |
| 2005-10-01 | 29.3255196028974 |
| 2005-11-01 | 29.2800483399872 |
| 2005-12-01 | 29.3543795829325 |
| 2006-01-01 | 28.9466487628101 |
| 2006-02-01 | 28.5655838875702 |
| 2006-03-01 | 28.4781297864589 |
| 2006-04-01 | 28.6281177211662 |
| 2006-05-01 | 28.5116282623384 |
| 2006-06-01 | 28.6372300032844 |
| 2006-07-01 | 28.0373447481538 |
| 2006-08-01 | 28.0253112300770 |
| 2006-09-01 | 27.9448667978800 |
| 2006-10-01 | 27.8764268440124 |
| 2006-11-01 | 27.9392461241689 |
| 2006-12-01 | 28.1154768745685 |
| 2007-01-01 | 28.1701819187665 |
| 2007-02-01 | 28.2066346029444 |
| 2007-03-01 | 27.9073810441290 |
| 2007-04-01 | 27.8143298993859 |
| 2007-05-01 | 27.5644068452137 |
| 2007-06-01 | 27.5243910885440 |
| 2007-07-01 | 27.5917867315793 |
| 2007-08-01 | 27.7763784421021 |
| 2007-09-01 | 27.6364410852923 |
| 2007-10-01 | 27.8194544288289 |
| 2007-11-01 | 27.8936562278045 |
| 2007-12-01 | 27.3812782327152 |
| 2008-01-01 | 27.2140291893795 |
| 2008-02-01 | 27.2566500817429 |
| 2008-03-01 | 27.4292069848008 |
| 2008-04-01 | 26.8122635555250 |
| 2008-05-01 | 26.5250150298692 |
| 2008-06-01 | 26.0248795552685 |
| 2008-07-01 | 25.7317048984430 |
| 2008-08-01 | 25.2007901284890 |
| 2008-09-01 | 24.9188812768404 |
| 2008-10-01 | 24.3461194647128 |
| 2008-11-01 | 23.4331015589887 |
| 2008-12-01 | 23.0447427962678 |
| 2009-01-01 | 23.1975334536176 |
| 2009-02-01 | 22.6546300968691 |
| 2009-03-01 | 22.3450196439962 |
| 2009-04-01 | 21.7343790778191 |
| 2009-05-01 | 21.4673929964553 |
| 2009-06-01 | 21.2003375998428 |
| 2009-07-01 | 20.8444136087687 |
| 2009-08-01 | 20.6133990969492 |
| 2009-09-01 | 20.3776056534122 |
| 2009-10-01 | 20.5906802800685 |
| 2009-11-01 | 20.4895170746696 |
| 2009-12-01 | 20.5071980653192 |
| 2010-01-01 | 20.4918894776531 |
| 2010-02-01 | 20.2821413921967 |
| 2010-03-01 | 20.1625779051580 |
| 2010-04-01 | 20.3755779317300 |
| 2010-05-01 | 20.1993084264206 |
| 2010-06-01 | 20.2484175974938 |
| 2010-07-01 | 20.2253291789517 |
| 2010-08-01 | 20.2075253944919 |
| 2010-09-01 | 20.2448983323755 |
| 2010-10-01 | 19.9591058648801 |
| 2010-11-01 | 19.8544550834568 |
| 2010-12-01 | 19.7632581040905 |
| 2011-01-01 | 19.5973864637132 |
| 2011-02-01 | 19.3343371430720 |
| 2011-03-01 | 19.3928227255379 |
| 2011-04-01 | 19.4066263842023 |
| 2011-05-01 | 19.4144914975775 |
| 2011-06-01 | 19.3629825400090 |
| 2011-07-01 | 19.3958133484990 |
| 2011-08-01 | 19.3937921704050 |
| 2011-09-01 | 19.4071122574776 |
| 2011-10-01 | 19.3620690439387 |
| 2011-11-01 | 19.4407426622536 |
| 2011-12-01 | 19.4351877060201 |
| 2012-01-01 | 19.4069182232414 |
| 2012-02-01 | 19.4737742061743 |
| 2012-03-01 | 19.5240425716787 |
| 2012-04-01 | 19.4212198075258 |
| 2012-05-01 | 19.6196801048872 |
| 2012-06-01 | 19.5597720800513 |
| 2012-07-01 | 19.8602552367834 |
| 2012-08-01 | 20.0738899326554 |
| 2012-09-01 | 20.1899951239774 |
| 2012-10-01 | 20.3767549342190 |
| 2012-11-01 | 20.4264892303258 |
| 2012-12-01 | 20.6392428647988 |
| 2013-01-01 | 20.6260678685554 |
| 2013-02-01 | 20.7978919926340 |
| 2013-03-01 | 21.0589312597040 |
| 2013-04-01 | 21.0195072326879 |
| 2013-05-01 | 21.1090557407825 |
| 2013-06-01 | 21.1362564666124 |
| 2013-07-01 | 21.3230689172738 |
| 2013-08-01 | 21.3580933410539 |
| 2013-09-01 | 21.3648437512181 |
| 2013-10-01 | 21.6061084353390 |
| 2013-11-01 | 21.7273058805729 |
| 2013-12-01 | 21.8700363902110 |
| 2014-01-01 | 22.0474894746696 |
| 2014-02-01 | 22.1224783114666 |
| 2014-03-01 | 22.2902306738296 |
| 2014-04-01 | 22.2995912433097 |
| 2014-05-01 | 22.4838229829780 |
| 2014-06-01 | 22.7040352217161 |
| 2014-07-01 | 22.5873415576577 |
| 2014-08-01 | 22.8409199996081 |
| 2014-09-01 | 23.0500499413890 |
| 2014-10-01 | 23.1366172307965 |
| 2014-11-01 | 23.3336952517299 |
| 2014-12-01 | 23.5158533273959 |
| 2015-01-01 | 23.7551146383274 |
| 2015-02-01 | 23.9504663215088 |
| 2015-03-01 | 23.9273603280686 |
| 2015-04-01 | 24.1697031335131 |
| 2015-05-01 | 24.1555585239976 |
| 2015-06-01 | 24.2741994302335 |
| 2015-07-01 | 24.3552257033993 |
| 2015-08-01 | 24.5168821579759 |
| 2015-09-01 | 24.4412546105330 |
| 2015-10-01 | 25.1627003504421 |
| 2015-11-01 | 25.0442921227290 |
| 2015-12-01 | 25.1643789808251 |
| 2016-01-01 | 25.2593130378548 |
| 2016-02-01 | 25.4724134269613 |
| 2016-03-01 | 25.5505126404175 |
| 2016-04-01 | 25.7443169014719 |
| 2016-05-01 | 25.8153670912896 |
| 2016-06-01 | 25.9662041068689 |
| 2016-07-01 | 25.9450886127037 |
| 2016-08-01 | 25.8996007773505 |
| 2016-09-01 | 25.9470075127480 |
| 2016-10-01 | 25.7714315571231 |
| 2016-11-01 | 25.8467588304826 |
| 2016-12-01 | 25.7952248054499 |
| 2017-01-01 | 25.7515947506738 |
| 2017-02-01 | 25.6851524148417 |
| 2017-03-01 | 25.6535382319262 |
| 2017-04-01 | 26.1351108725132 |
| 2017-05-01 | 26.2780249371109 |
| 2017-06-01 | 26.3882464497391 |
| 2017-07-01 | 26.8535736039427 |
| 2017-08-01 | 26.8898130489012 |
| 2017-09-01 | 26.6730507960555 |
| 2017-10-01 | 26.4541123877914 |
| 2017-11-01 | 26.3498182309410 |
| 2017-12-01 | 26.4998350101290 |
| 2018-01-01 | 26.6368426196898 |
| 2018-02-01 | 26.5798661383932 |
| 2018-03-01 | 26.5288959567330 |
| 2018-04-01 | 26.6354469666126 |
| 2018-05-01 | 26.6478958646184 |
| 2018-06-01 | 27.1444474019986 |
| 2018-07-01 | 27.0846118728355 |
| 2018-08-01 | 27.2029263539479 |
| 2018-09-01 | 27.0156950917804 |
| 2018-10-01 | 27.3181503368795 |
| 2018-11-01 | 27.3442908850608 |
| 2018-12-01 | 27.3810365295415 |
| 2019-01-01 | 27.3940968832851 |
| 2019-02-01 | 27.7555514254645 |
| 2019-03-01 | 27.8937665453771 |
| 2019-04-01 | 27.7373410835351 |
| 2019-05-01 | 27.9458817724320 |
| 2019-06-01 | 28.5142698825822 |
| 2019-07-01 | 27.6259524601008 |
| 2019-08-01 | 27.6414621516936 |
| 2019-09-01 | 27.7674018010443 |
| 2019-10-01 | 27.7743269868628 |
| 2019-11-01 | 27.8351100482698 |
| 2019-12-01 | 27.7492195999780 |
| 2020-01-01 | 27.5467868207536 |
| 2020-02-01 | 27.1996568840942 |
| 2020-03-01 | 26.1435766184605 |
| 2020-04-01 | 21.0401768285951 |
| 2020-05-01 | 19.7639444192921 |
| 2020-06-01 | 19.4783922987353 |
| 2020-07-01 | 17.0871773767755 |
| 2020-08-01 | 17.0118337791312 |
| 2020-09-01 | 16.8058949769170 |
| 2020-10-01 | 16.7371519336229 |
| 2020-11-01 | 16.5169302484835 |
| 2020-12-01 | 16.6096657297407 |
| 2021-01-01 | 15.6905587575858 |
| 2021-02-01 | 15.9357637319050 |
| 2021-03-01 | 16.1005105802321 |
| 2021-04-01 | 16.3302082401731 |
| 2021-05-01 | 16.4054641498547 |
| 2021-06-01 | 16.9347100055444 |
| 2021-07-01 | 17.6385608397443 |
| 2021-08-01 | 17.8876673252568 |
| 2021-09-01 | 18.1304058198162 |
| 2021-10-01 | 18.6112860231208 |
| 2021-11-01 | 18.9006223556681 |
| 2021-12-01 | 19.3800449886939 |
| 2022-01-01 | 19.3467113934506 |
| 2022-02-01 | 19.3695125320223 |
| 2022-03-01 | 19.5566710673766 |
| 2022-04-01 | 19.8188689148127 |
| 2022-05-01 | 19.9489562671583 |
| 2022-06-01 | 20.1756536436587 |
| 2022-07-01 | 20.2833754753340 |
| 2022-08-01 | 20.3555717145369 |
| 2022-09-01 | 20.6438756792153 |
| 2022-10-01 | 20.6988349110889 |
| 2022-11-01 | 20.8838916998020 |
| 2022-12-01 | 21.0579784785602 |
| 2023-01-01 | 21.1080009740198 |
| 2023-02-01 | 21.2187457408407 |
| 2023-03-01 | 21.2234452596283 |
| 2023-04-01 | 20.9082107737256 |
| 2023-05-01 | 20.9946205051235 |
| 2023-06-01 | 20.9997958697116 |
| 2023-07-01 | 20.8082391497611 |
| 2023-08-01 | 20.7015925231538 |
| 2023-09-01 | 20.7556899206921 |
| 2023-10-01 | 20.6937296777940 |
| 2023-11-01 | 20.6733198043625 |
| 2023-12-01 | 20.6453363999940 |
| 2024-01-01 | 21.0898149147278 |
| 2024-02-01 | 20.7785784570360 |
| 2024-03-01 | 20.6901626036122 |
| 2024-04-01 | 20.7111524446146 |
| 2024-05-01 | 20.6208568167372 |
| 2024-06-01 | 20.6075362535235 |
| 2024-07-01 | 20.7316189475610 |
| 2024-08-01 | 20.7324010227187 |
| 2024-09-01 | 20.7628208883683 |
| 2024-10-01 | 20.7924306335987 |
| 2024-11-01 | 20.7645824987816 |
| 2024-12-01 | 20.6325720631408 |
| 2025-01-01 | 20.6783519724604 |
| 2025-02-01 | 20.6607720720024 |
| 2025-03-01 | 20.6720207104303 |
| 2025-04-01 | 20.9141237847281 |
| 2025-05-01 | 20.9349490333357 |
| 2025-06-01 | 20.6160554004717 |
| 2025-07-01 | 20.5406231290410 |
| 2025-08-01 | 20.5419904604041 |
| 2025-09-01 | 20.4667109532195 |
| 2025-10-01 | 20.4900705511839 |
| 2025-11-01 | 20.4624876037128 |
| 2025-12-01 | 20.5262356468350 |
| 2026-01-01 | 20.3750440265832 |
| 2026-02-01 | 20.3553413698147 |
| 2026-03-01 | 20.3650557794971 |
| 2026-04-01 | 20.2178828566719 |
| 2026-05-01 | 20.2357087122423 |
| 2026-06-01 | 20.3242104382667 |