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 2026-05-01 |
| Last Updated | 2026-06-24 10:51 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 | 37.8020073975318 |
| 1990-02-01 | 37.9648214258445 |
| 1990-03-01 | 38.0619260789550 |
| 1990-04-01 | 37.4765120612693 |
| 1990-05-01 | 37.6160773512043 |
| 1990-06-01 | 37.6543055425799 |
| 1990-07-01 | 37.5185839465052 |
| 1990-08-01 | 37.9043495618439 |
| 1990-09-01 | 37.8564983765154 |
| 1990-10-01 | 38.3134733799502 |
| 1990-11-01 | 38.1740763529911 |
| 1990-12-01 | 38.7751052927301 |
| 1991-01-01 | 38.2041361576480 |
| 1991-02-01 | 37.9470025251056 |
| 1991-03-01 | 37.4586313077143 |
| 1991-04-01 | 37.6763539099247 |
| 1991-05-01 | 37.5928215263607 |
| 1991-06-01 | 37.2408837352201 |
| 1991-07-01 | 37.6248298258620 |
| 1991-08-01 | 37.5248920988813 |
| 1991-09-01 | 37.5663162153701 |
| 1991-10-01 | 37.4259357783386 |
| 1991-11-01 | 37.4025019437104 |
| 1991-12-01 | 37.2952346494041 |
| 1992-01-01 | 36.7915671944461 |
| 1992-02-01 | 36.9999773347226 |
| 1992-03-01 | 36.9592847752472 |
| 1992-04-01 | 37.2747986269059 |
| 1992-05-01 | 37.1437233897297 |
| 1992-06-01 | 37.1227175343671 |
| 1992-07-01 | 37.2357646157724 |
| 1992-08-01 | 37.0545690349824 |
| 1992-09-01 | 36.9754304949012 |
| 1992-10-01 | 36.9471532803184 |
| 1992-11-01 | 36.9632410590626 |
| 1992-12-01 | 36.8358125720677 |
| 1993-01-01 | 36.8757479787200 |
| 1993-02-01 | 36.7243066382825 |
| 1993-03-01 | 36.7472726873982 |
| 1993-04-01 | 36.4595886194286 |
| 1993-05-01 | 36.6815428898740 |
| 1993-06-01 | 36.7082197080274 |
| 1993-07-01 | 35.7475651816806 |
| 1993-08-01 | 35.8890187218091 |
| 1993-09-01 | 36.0085063890238 |
| 1993-10-01 | 36.0771586211072 |
| 1993-11-01 | 36.0303780199550 |
| 1993-12-01 | 36.3871207270544 |
| 1994-01-01 | 36.5402999208570 |
| 1994-02-01 | 36.9361633868188 |
| 1994-03-01 | 37.2074565947325 |
| 1994-04-01 | 37.6614099340665 |
| 1994-05-01 | 37.7229471593084 |
| 1994-06-01 | 37.8949252312866 |
| 1994-07-01 | 37.5697640867400 |
| 1994-08-01 | 37.9133494623176 |
| 1994-09-01 | 38.2444702482924 |
| 1994-10-01 | 37.6019897884861 |
| 1994-11-01 | 38.0158161963588 |
| 1994-12-01 | 38.0338419377320 |
| 1995-01-01 | 38.1127375148209 |
| 1995-02-01 | 38.3508402457507 |
| 1995-03-01 | 38.1298309662529 |
| 1995-04-01 | 38.2589424515366 |
| 1995-05-01 | 38.3904358521553 |
| 1995-06-01 | 38.4795202755518 |
| 1995-07-01 | 37.2027761351091 |
| 1995-08-01 | 37.6416878820633 |
| 1995-09-01 | 37.7959467500453 |
| 1995-10-01 | 37.0145238518105 |
| 1995-11-01 | 37.6803191305081 |
| 1995-12-01 | 37.6679801725031 |
| 1996-01-01 | 37.9828200497634 |
| 1996-02-01 | 38.3755005989154 |
| 1996-03-01 | 37.7367428176583 |
| 1996-04-01 | 37.4674276528186 |
| 1996-05-01 | 37.7811970056267 |
| 1996-06-01 | 37.5738528868042 |
| 1996-07-01 | 37.7426102818562 |
| 1996-08-01 | 37.5605007954433 |
| 1996-09-01 | 37.4426460713391 |
| 1996-10-01 | 38.4123254602599 |
| 1996-11-01 | 38.6374556068965 |
| 1996-12-01 | 38.7921368387589 |
| 1997-01-01 | 39.1608106752150 |
| 1997-02-01 | 39.0184615974360 |
| 1997-03-01 | 39.2380704923087 |
| 1997-04-01 | 39.4612863061737 |
| 1997-05-01 | 39.3872692752743 |
| 1997-06-01 | 39.8768244737326 |
| 1997-07-01 | 40.0669014557085 |
| 1997-08-01 | 40.1843148782521 |
| 1997-09-01 | 40.3083454857657 |
| 1997-10-01 | 40.4136585841985 |
| 1997-11-01 | 40.4727198598810 |
| 1997-12-01 | 40.6062530828457 |
| 1998-01-01 | 40.6376149042558 |
| 1998-02-01 | 40.6620644429623 |
| 1998-03-01 | 40.8488012569719 |
| 1998-04-01 | 40.6498878675764 |
| 1998-05-01 | 40.6964923532707 |
| 1998-06-01 | 40.8948170934375 |
| 1998-07-01 | 40.6931378379963 |
| 1998-08-01 | 40.7878769491396 |
| 1998-09-01 | 41.0805552064448 |
| 1998-10-01 | 41.0284277260198 |
| 1998-11-01 | 40.7969108651981 |
| 1998-12-01 | 40.8174775021939 |
| 1999-01-01 | 40.6144948822915 |
| 1999-02-01 | 40.9092073028235 |
| 1999-03-01 | 40.9540476209186 |
| 1999-04-01 | 41.0311582192507 |
| 1999-05-01 | 41.1054374341325 |
| 1999-06-01 | 41.1078985867338 |
| 1999-07-01 | 41.2323926883698 |
| 1999-08-01 | 40.9980420453842 |
| 1999-09-01 | 41.4550800344901 |
| 1999-10-01 | 41.6675243666442 |
| 1999-11-01 | 41.6948205793901 |
| 1999-12-01 | 41.7238959208166 |
| 2000-01-01 | 40.8845039905854 |
| 2000-02-01 | 40.8440153886396 |
| 2000-03-01 | 40.8814778867424 |
| 2000-04-01 | 41.2008091359790 |
| 2000-05-01 | 40.8079098550939 |
| 2000-06-01 | 40.8453289003153 |
| 2000-07-01 | 40.8845676018044 |
| 2000-08-01 | 40.7968050486370 |
| 2000-09-01 | 40.8206818930158 |
| 2000-10-01 | 40.9108719568864 |
| 2000-11-01 | 40.9759522450549 |
| 2000-12-01 | 41.1300118742273 |
| 2001-01-01 | 41.1401991012602 |
| 2001-02-01 | 41.3071239197516 |
| 2001-03-01 | 40.9080289377002 |
| 2001-04-01 | 41.1866308318523 |
| 2001-05-01 | 41.2038031701628 |
| 2001-06-01 | 41.0669717137943 |
| 2001-07-01 | 41.5288855121531 |
| 2001-08-01 | 41.2193463604402 |
| 2001-09-01 | 40.7760385448119 |
| 2001-10-01 | 38.4607130550616 |
| 2001-11-01 | 37.4531235026981 |
| 2001-12-01 | 37.1232251700972 |
| 2002-01-01 | 37.7631880306511 |
| 2002-02-01 | 37.4825411013134 |
| 2002-03-01 | 37.3786080222129 |
| 2002-04-01 | 36.8767879753682 |
| 2002-05-01 | 36.6019808858183 |
| 2002-06-01 | 36.3896635583212 |
| 2002-07-01 | 35.8584834181009 |
| 2002-08-01 | 35.6535622321709 |
| 2002-09-01 | 35.3086827192581 |
| 2002-10-01 | 34.9074207361785 |
| 2002-11-01 | 34.8329752785902 |
| 2002-12-01 | 34.4941193815056 |
| 2003-01-01 | 32.2683004716986 |
| 2003-02-01 | 32.1893684928065 |
| 2003-03-01 | 32.1670024716276 |
| 2003-04-01 | 31.4779522201679 |
| 2003-05-01 | 30.9062670953512 |
| 2003-06-01 | 30.3815911840093 |
| 2003-07-01 | 29.9996624878510 |
| 2003-08-01 | 30.2180202614284 |
| 2003-09-01 | 30.4193249788515 |
| 2003-10-01 | 29.3448770850231 |
| 2003-11-01 | 29.7241814610581 |
| 2003-12-01 | 29.4467960727667 |
| 2004-01-01 | 29.1542488676639 |
| 2004-02-01 | 28.9686384240904 |
| 2004-03-01 | 29.3993337203557 |
| 2004-04-01 | 29.0614694469686 |
| 2004-05-01 | 29.3296943045415 |
| 2004-06-01 | 29.4100044351315 |
| 2004-07-01 | 29.2434246128959 |
| 2004-08-01 | 28.9838404906651 |
| 2004-09-01 | 28.9284047299457 |
| 2004-10-01 | 29.7463686122614 |
| 2004-11-01 | 29.7034691623935 |
| 2004-12-01 | 29.6947368102030 |
| 2005-01-01 | 29.9514561854399 |
| 2005-02-01 | 29.6380606778864 |
| 2005-03-01 | 29.4344646996014 |
| 2005-04-01 | 29.5442438055036 |
| 2005-05-01 | 29.6620162823856 |
| 2005-06-01 | 29.8533233974910 |
| 2005-07-01 | 29.9910043758883 |
| 2005-08-01 | 29.7637070186579 |
| 2005-09-01 | 29.7346397982860 |
| 2005-10-01 | 29.3256099315911 |
| 2005-11-01 | 29.2800988588423 |
| 2005-12-01 | 29.3543996453301 |
| 2006-01-01 | 28.9466616794428 |
| 2006-02-01 | 28.5655717637030 |
| 2006-03-01 | 28.4781298214030 |
| 2006-04-01 | 28.6281045076612 |
| 2006-05-01 | 28.5116123816495 |
| 2006-06-01 | 28.6372114338405 |
| 2006-07-01 | 28.0373278680273 |
| 2006-08-01 | 28.0252809960169 |
| 2006-09-01 | 27.9448331546056 |
| 2006-10-01 | 27.8764795901845 |
| 2006-11-01 | 27.9392948408995 |
| 2006-12-01 | 28.1154895489460 |
| 2007-01-01 | 28.1701962130472 |
| 2007-02-01 | 28.2066278442811 |
| 2007-03-01 | 27.9073754554934 |
| 2007-04-01 | 27.8143198269492 |
| 2007-05-01 | 27.5643964003775 |
| 2007-06-01 | 27.5243796136699 |
| 2007-07-01 | 27.5917721935446 |
| 2007-08-01 | 27.7763623852979 |
| 2007-09-01 | 27.6364235590840 |
| 2007-10-01 | 27.8194714405834 |
| 2007-11-01 | 27.8936976628103 |
| 2007-12-01 | 27.3812885939018 |
| 2008-01-01 | 27.2140411302224 |
| 2008-02-01 | 27.2566467652003 |
| 2008-03-01 | 27.4291985615494 |
| 2008-04-01 | 26.8122557682637 |
| 2008-05-01 | 26.5250080538842 |
| 2008-06-01 | 26.0248727200714 |
| 2008-07-01 | 25.7316966820456 |
| 2008-08-01 | 25.2007828748196 |
| 2008-09-01 | 24.9188767474411 |
| 2008-10-01 | 24.3461182592256 |
| 2008-11-01 | 23.4331311805365 |
| 2008-12-01 | 23.0447488123069 |
| 2009-01-01 | 23.1975423078058 |
| 2009-02-01 | 22.6546273000759 |
| 2009-03-01 | 22.3450109313380 |
| 2009-04-01 | 21.7343750004261 |
| 2009-05-01 | 21.4673882215730 |
| 2009-06-01 | 21.2003366257006 |
| 2009-07-01 | 20.8444094865845 |
| 2009-08-01 | 20.6133952694137 |
| 2009-09-01 | 20.3776024171467 |
| 2009-10-01 | 20.5906775248670 |
| 2009-11-01 | 20.4895352668427 |
| 2009-12-01 | 20.5072023632660 |
| 2010-01-01 | 20.4918962304278 |
| 2010-02-01 | 20.2821389861834 |
| 2010-03-01 | 20.1625678861353 |
| 2010-04-01 | 20.3755770443506 |
| 2010-05-01 | 20.1993054444348 |
| 2010-06-01 | 20.2484210542668 |
| 2010-07-01 | 20.2253271958562 |
| 2010-08-01 | 20.2075234853296 |
| 2010-09-01 | 20.2448941964618 |
| 2010-10-01 | 19.9591040461882 |
| 2010-11-01 | 19.8544644211295 |
| 2010-12-01 | 19.7632607699656 |
| 2011-01-01 | 19.5973910176414 |
| 2011-02-01 | 19.3343365202969 |
| 2011-03-01 | 19.3928121959389 |
| 2011-04-01 | 19.4066288850490 |
| 2011-05-01 | 19.4144907771126 |
| 2011-06-01 | 19.3629911661518 |
| 2011-07-01 | 19.3958101792893 |
| 2011-08-01 | 19.3937908771792 |
| 2011-09-01 | 19.4071056954070 |
| 2011-10-01 | 19.3620670286416 |
| 2011-11-01 | 19.4407428204123 |
| 2011-12-01 | 19.4351895678989 |
| 2012-01-01 | 19.4069221626689 |
| 2012-02-01 | 19.4737771043343 |
| 2012-03-01 | 19.5240347450693 |
| 2012-04-01 | 19.4212273434986 |
| 2012-05-01 | 19.6196830890413 |
| 2012-06-01 | 19.5597825431972 |
| 2012-07-01 | 19.8602506858607 |
| 2012-08-01 | 20.0738902974962 |
| 2012-09-01 | 20.1899775306952 |
| 2012-10-01 | 20.3767463783177 |
| 2012-11-01 | 20.4264876902898 |
| 2012-12-01 | 20.6392429824692 |
| 2013-01-01 | 20.6260717556179 |
| 2013-02-01 | 20.7979007223245 |
| 2013-03-01 | 21.0589322469372 |
| 2013-04-01 | 21.0195222537994 |
| 2013-05-01 | 21.1090630965912 |
| 2013-06-01 | 21.1362671717966 |
| 2013-07-01 | 21.3230599131548 |
| 2013-08-01 | 21.3580919863853 |
| 2013-09-01 | 21.3648146980062 |
| 2013-10-01 | 21.6060920628475 |
| 2013-11-01 | 21.7273029196043 |
| 2013-12-01 | 21.8700310061548 |
| 2014-01-01 | 22.0474861653205 |
| 2014-02-01 | 22.1224965281653 |
| 2014-03-01 | 22.2902551826397 |
| 2014-04-01 | 22.2996083486826 |
| 2014-05-01 | 22.4838439445517 |
| 2014-06-01 | 22.7040638433126 |
| 2014-07-01 | 22.5873079590429 |
| 2014-08-01 | 22.8408962723480 |
| 2014-09-01 | 23.0500184046932 |
| 2014-10-01 | 23.1365973609888 |
| 2014-11-01 | 23.3336697511196 |
| 2014-12-01 | 23.5158476096390 |
| 2015-01-01 | 23.7551122538761 |
| 2015-02-01 | 23.9505038042121 |
| 2015-03-01 | 23.9274209284424 |
| 2015-04-01 | 24.1697287745041 |
| 2015-05-01 | 24.1555873499943 |
| 2015-06-01 | 24.2742669784778 |
| 2015-07-01 | 24.3551439898558 |
| 2015-08-01 | 24.5168130452999 |
| 2015-09-01 | 24.4411990168200 |
| 2015-10-01 | 25.1626716010698 |
| 2015-11-01 | 25.0442514464643 |
| 2015-12-01 | 25.1643968867856 |
| 2016-01-01 | 25.2592841558653 |
| 2016-02-01 | 25.4725236315077 |
| 2016-03-01 | 25.5506466619282 |
| 2016-04-01 | 25.7443457484164 |
| 2016-05-01 | 25.8153503666301 |
| 2016-06-01 | 25.9664108036194 |
| 2016-07-01 | 25.9448753938420 |
| 2016-08-01 | 25.8994230560815 |
| 2016-09-01 | 25.9468973298574 |
| 2016-10-01 | 25.7713789915277 |
| 2016-11-01 | 25.8467068303667 |
| 2016-12-01 | 25.7953075207058 |
| 2017-01-01 | 25.7516074687402 |
| 2017-02-01 | 25.6853431606820 |
| 2017-03-01 | 25.6538243973528 |
| 2017-04-01 | 26.1352676768805 |
| 2017-05-01 | 26.2777937884457 |
| 2017-06-01 | 26.3885260279303 |
| 2017-07-01 | 26.8531732335067 |
| 2017-08-01 | 26.8894946979358 |
| 2017-09-01 | 26.6728550284005 |
| 2017-10-01 | 26.4540471867168 |
| 2017-11-01 | 26.3498230661518 |
| 2017-12-01 | 26.5000431736491 |
| 2018-01-01 | 26.6369414611685 |
| 2018-02-01 | 26.5801685176383 |
| 2018-03-01 | 26.5293465098023 |
| 2018-04-01 | 26.6357492384710 |
| 2018-05-01 | 26.6473013335174 |
| 2018-06-01 | 27.1448108646412 |
| 2018-07-01 | 27.0839222674906 |
| 2018-08-01 | 27.2025089482755 |
| 2018-09-01 | 27.0154433484698 |
| 2018-10-01 | 27.3180462767260 |
| 2018-11-01 | 27.3442705465977 |
| 2018-12-01 | 27.3817159666561 |
| 2019-01-01 | 27.3942683321092 |
| 2019-02-01 | 27.7558827502030 |
| 2019-03-01 | 27.8943148229549 |
| 2019-04-01 | 27.7377572924793 |
| 2019-05-01 | 27.9448964319013 |
| 2019-06-01 | 28.5145501768826 |
| 2019-07-01 | 27.6250676101527 |
| 2019-08-01 | 27.6410233688238 |
| 2019-09-01 | 27.7671069221666 |
| 2019-10-01 | 27.7742059107070 |
| 2019-11-01 | 27.8351334014759 |
| 2019-12-01 | 27.7504085496722 |
| 2020-01-01 | 27.5470812383426 |
| 2020-02-01 | 27.2000783000915 |
| 2020-03-01 | 26.1441233553198 |
| 2020-04-01 | 21.0403213303419 |
| 2020-05-01 | 19.7626437797310 |
| 2020-06-01 | 19.4784770581405 |
| 2020-07-01 | 17.0860072906371 |
| 2020-08-01 | 17.0118660923211 |
| 2020-09-01 | 16.8054982204432 |
| 2020-10-01 | 16.7369958068502 |
| 2020-11-01 | 16.5170203601873 |
| 2020-12-01 | 16.6113788750845 |
| 2021-01-01 | 15.6915454086644 |
| 2021-02-01 | 15.9362057660819 |
| 2021-03-01 | 16.1007939483170 |
| 2021-04-01 | 16.3296339668416 |
| 2021-05-01 | 16.4035754749706 |
| 2021-06-01 | 16.9341490017803 |
| 2021-07-01 | 17.6373068015555 |
| 2021-08-01 | 17.8884298288228 |
| 2021-09-01 | 18.1301761577245 |
| 2021-10-01 | 18.6113148042087 |
| 2021-11-01 | 18.9011542974469 |
| 2021-12-01 | 19.3822954974325 |
| 2022-01-01 | 19.3487175883619 |
| 2022-02-01 | 19.3701811879430 |
| 2022-03-01 | 19.5566668606948 |
| 2022-04-01 | 19.8174407948153 |
| 2022-05-01 | 19.9437358851789 |
| 2022-06-01 | 20.1747779511196 |
| 2022-07-01 | 20.2824424824411 |
| 2022-08-01 | 20.3574515738087 |
| 2022-09-01 | 20.6441975688072 |
| 2022-10-01 | 20.6994111193190 |
| 2022-11-01 | 20.8853753745309 |
| 2022-12-01 | 21.0613693223479 |
| 2023-01-01 | 21.1112695408324 |
| 2023-02-01 | 21.2197967973329 |
| 2023-03-01 | 21.2234966175177 |
| 2023-04-01 | 20.9065050514653 |
| 2023-05-01 | 20.9794442360948 |
| 2023-06-01 | 21.0004838242532 |
| 2023-07-01 | 20.8088855521631 |
| 2023-08-01 | 20.7044707012007 |
| 2023-09-01 | 20.7569217446903 |
| 2023-10-01 | 20.6955840725835 |
| 2023-11-01 | 20.6766008668910 |
| 2023-12-01 | 20.6503085145459 |
| 2024-01-01 | 21.0946641866138 |
| 2024-02-01 | 20.7806419069530 |
| 2024-03-01 | 20.6904190991246 |
| 2024-04-01 | 20.7086689003332 |
| 2024-05-01 | 20.5926842191219 |
| 2024-06-01 | 20.6092168120220 |
| 2024-07-01 | 20.7343406446423 |
| 2024-08-01 | 20.7366555909071 |
| 2024-09-01 | 20.7652110189897 |
| 2024-10-01 | 20.7959468295996 |
| 2024-11-01 | 20.7699560969697 |
| 2024-12-01 | 20.6393153350875 |
| 2025-01-01 | 20.6850324062713 |
| 2025-02-01 | 20.6639525684548 |
| 2025-03-01 | 20.6726583515180 |
| 2025-04-01 | 20.9111248408047 |
| 2025-05-01 | 20.8933442724378 |
| 2025-06-01 | 20.6177933368884 |
| 2025-07-01 | 20.5456675037315 |
| 2025-08-01 | 20.5473408170330 |
| 2025-09-01 | 20.4704000425115 |
| 2025-10-01 | 20.4953971773898 |
| 2025-11-01 | 20.4699086315150 |
| 2025-12-01 | 20.5344652512613 |
| 2026-01-01 | 20.3829884289483 |
| 2026-02-01 | 20.3594930728520 |
| 2026-03-01 | 20.3658114919761 |
| 2026-04-01 | 20.2140687391747 |
| 2026-05-01 | 20.2842729586260 |