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 2026-04-01 |
| Last Updated | 2026-05-26 2:31 PM 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 | 37.8020397169213 |
| 1990-02-01 | 37.9648377997172 |
| 1990-03-01 | 38.0619368451217 |
| 1990-04-01 | 37.4765196966742 |
| 1990-05-01 | 37.6160929604614 |
| 1990-06-01 | 37.6543236520943 |
| 1990-07-01 | 37.5185600777461 |
| 1990-08-01 | 37.9043495247827 |
| 1990-09-01 | 37.8565017152800 |
| 1990-10-01 | 38.3134593727013 |
| 1990-11-01 | 38.1740896411148 |
| 1990-12-01 | 38.7750294033949 |
| 1991-01-01 | 38.2041650987932 |
| 1991-02-01 | 37.9470179214328 |
| 1991-03-01 | 37.4586424165718 |
| 1991-04-01 | 37.6763617380117 |
| 1991-05-01 | 37.5928374388933 |
| 1991-06-01 | 37.2409020210073 |
| 1991-07-01 | 37.6248051075628 |
| 1991-08-01 | 37.5248893687578 |
| 1991-09-01 | 37.5663173426832 |
| 1991-10-01 | 37.4259265092346 |
| 1991-11-01 | 37.4025142001055 |
| 1991-12-01 | 37.2951698641011 |
| 1992-01-01 | 36.7915924304947 |
| 1992-02-01 | 36.9999875959330 |
| 1992-03-01 | 36.9592960215827 |
| 1992-04-01 | 37.2748066753923 |
| 1992-05-01 | 37.1437385708637 |
| 1992-06-01 | 37.1227341089609 |
| 1992-07-01 | 37.2357406929779 |
| 1992-08-01 | 37.0545602275841 |
| 1992-09-01 | 36.9754258538135 |
| 1992-10-01 | 36.9471533833534 |
| 1992-11-01 | 36.9632479431929 |
| 1992-12-01 | 36.8357771044995 |
| 1993-01-01 | 36.8757643752655 |
| 1993-02-01 | 36.7243055684052 |
| 1993-03-01 | 36.7472858297766 |
| 1993-04-01 | 36.4595966042146 |
| 1993-05-01 | 36.6815558490834 |
| 1993-06-01 | 36.7082322967888 |
| 1993-07-01 | 35.7475434391535 |
| 1993-08-01 | 35.8890032539072 |
| 1993-09-01 | 36.0084927617628 |
| 1993-10-01 | 36.0771716796868 |
| 1993-11-01 | 36.0303829710169 |
| 1993-12-01 | 36.3871110014817 |
| 1994-01-01 | 36.5403117074871 |
| 1994-02-01 | 36.9361507828228 |
| 1994-03-01 | 37.2074701746862 |
| 1994-04-01 | 37.6614152002290 |
| 1994-05-01 | 37.7229586874358 |
| 1994-06-01 | 37.8949345008199 |
| 1994-07-01 | 37.5697435783099 |
| 1994-08-01 | 37.9133284639232 |
| 1994-09-01 | 38.2444493859009 |
| 1994-10-01 | 37.6020126352713 |
| 1994-11-01 | 38.0158210734971 |
| 1994-12-01 | 38.0338535691166 |
| 1995-01-01 | 38.1127459681588 |
| 1995-02-01 | 38.3508196841081 |
| 1995-03-01 | 38.1298438868235 |
| 1995-04-01 | 38.2589455999520 |
| 1995-05-01 | 38.3904448941856 |
| 1995-06-01 | 38.4795253763623 |
| 1995-07-01 | 37.2027585328163 |
| 1995-08-01 | 37.6416668964558 |
| 1995-09-01 | 37.7959166753483 |
| 1995-10-01 | 37.0145527040063 |
| 1995-11-01 | 37.6803282066319 |
| 1995-12-01 | 37.6679938620117 |
| 1996-01-01 | 37.9828364140682 |
| 1996-02-01 | 38.3754780780473 |
| 1996-03-01 | 37.7367525355479 |
| 1996-04-01 | 37.4674288527677 |
| 1996-05-01 | 37.7812041972412 |
| 1996-06-01 | 37.5738545821582 |
| 1996-07-01 | 37.7425964278862 |
| 1996-08-01 | 37.5604802868664 |
| 1996-09-01 | 37.4426110729471 |
| 1996-10-01 | 38.4123522549875 |
| 1996-11-01 | 38.6374659922224 |
| 1996-12-01 | 38.7921503985392 |
| 1997-01-01 | 39.1608339057814 |
| 1997-02-01 | 39.0184430597948 |
| 1997-03-01 | 39.2380793489184 |
| 1997-04-01 | 39.4612878794511 |
| 1997-05-01 | 39.3872746067879 |
| 1997-06-01 | 39.8768229124303 |
| 1997-07-01 | 40.0668912104183 |
| 1997-08-01 | 40.1842936767925 |
| 1997-09-01 | 40.3083041626002 |
| 1997-10-01 | 40.4136783219694 |
| 1997-11-01 | 40.4727293864212 |
| 1997-12-01 | 40.6062639778549 |
| 1998-01-01 | 40.6376498635947 |
| 1998-02-01 | 40.6620583451481 |
| 1998-03-01 | 40.8488054316637 |
| 1998-04-01 | 40.6498924896090 |
| 1998-05-01 | 40.6964980419403 |
| 1998-06-01 | 40.8948140082750 |
| 1998-07-01 | 40.6931273474553 |
| 1998-08-01 | 40.7878504492112 |
| 1998-09-01 | 41.0805068532182 |
| 1998-10-01 | 41.0284343530016 |
| 1998-11-01 | 40.7969238067505 |
| 1998-12-01 | 40.8174849762151 |
| 1999-01-01 | 40.6145408284480 |
| 1999-02-01 | 40.9092196926436 |
| 1999-03-01 | 40.9540500001382 |
| 1999-04-01 | 41.0311673037510 |
| 1999-05-01 | 41.1054420127509 |
| 1999-06-01 | 41.1078928757472 |
| 1999-07-01 | 41.2323791307602 |
| 1999-08-01 | 40.9980094501376 |
| 1999-09-01 | 41.4550225182384 |
| 1999-10-01 | 41.6675205943866 |
| 1999-11-01 | 41.6948360937406 |
| 1999-12-01 | 41.7238989942700 |
| 2000-01-01 | 40.8845647233770 |
| 2000-02-01 | 40.8440450501863 |
| 2000-03-01 | 40.8814788262292 |
| 2000-04-01 | 41.2008226525102 |
| 2000-05-01 | 40.8079124040386 |
| 2000-06-01 | 40.8453186089094 |
| 2000-07-01 | 40.8845514851434 |
| 2000-08-01 | 40.7967625997098 |
| 2000-09-01 | 40.8206188016819 |
| 2000-10-01 | 40.9108664725339 |
| 2000-11-01 | 40.9759695438294 |
| 2000-12-01 | 41.1300127291678 |
| 2001-01-01 | 41.1402665567401 |
| 2001-02-01 | 41.3071646402486 |
| 2001-03-01 | 40.9080342162542 |
| 2001-04-01 | 41.1866453381978 |
| 2001-05-01 | 41.2038023013111 |
| 2001-06-01 | 41.0669568421990 |
| 2001-07-01 | 41.5288665284830 |
| 2001-08-01 | 41.2192972861854 |
| 2001-09-01 | 40.7759730927652 |
| 2001-10-01 | 38.4607157461044 |
| 2001-11-01 | 37.4531393167364 |
| 2001-12-01 | 37.1232240846984 |
| 2002-01-01 | 37.7632608046417 |
| 2002-02-01 | 37.4825840631357 |
| 2002-03-01 | 37.3786136177116 |
| 2002-04-01 | 36.8768012506016 |
| 2002-05-01 | 36.6019772325830 |
| 2002-06-01 | 36.3896449083858 |
| 2002-07-01 | 35.8584645619524 |
| 2002-08-01 | 35.6535111716311 |
| 2002-09-01 | 35.3086192243544 |
| 2002-10-01 | 34.9074346674351 |
| 2002-11-01 | 34.8329915955973 |
| 2002-12-01 | 34.4941163856582 |
| 2003-01-01 | 32.2683704819739 |
| 2003-02-01 | 32.1894060653069 |
| 2003-03-01 | 32.1670095616524 |
| 2003-04-01 | 31.4779603473076 |
| 2003-05-01 | 30.9062605190178 |
| 2003-06-01 | 30.3815709966593 |
| 2003-07-01 | 29.9996443778567 |
| 2003-08-01 | 30.2179765175729 |
| 2003-09-01 | 30.4192711182887 |
| 2003-10-01 | 29.3448995346620 |
| 2003-11-01 | 29.7241948783571 |
| 2003-12-01 | 29.4467927625002 |
| 2004-01-01 | 29.1543110483300 |
| 2004-02-01 | 28.9686647443566 |
| 2004-03-01 | 29.3993397561314 |
| 2004-04-01 | 29.0614721626522 |
| 2004-05-01 | 29.3296860396065 |
| 2004-06-01 | 29.4099849251868 |
| 2004-07-01 | 29.2434106620730 |
| 2004-08-01 | 28.9838062586452 |
| 2004-09-01 | 28.9283655830169 |
| 2004-10-01 | 29.7463953261077 |
| 2004-11-01 | 29.7034803245662 |
| 2004-12-01 | 29.6947349746247 |
| 2005-01-01 | 29.9515019812108 |
| 2005-02-01 | 29.6380750279834 |
| 2005-03-01 | 29.4344700602620 |
| 2005-04-01 | 29.5442421922425 |
| 2005-05-01 | 29.6620081160332 |
| 2005-06-01 | 29.8533073432685 |
| 2005-07-01 | 29.9909933574476 |
| 2005-08-01 | 29.7636844461187 |
| 2005-09-01 | 29.7346162881327 |
| 2005-10-01 | 29.3256332700956 |
| 2005-11-01 | 29.2801082936280 |
| 2005-12-01 | 29.3544006312096 |
| 2006-01-01 | 28.9466920941827 |
| 2006-02-01 | 28.5655763108932 |
| 2006-03-01 | 28.4781314425361 |
| 2006-04-01 | 28.6281016466434 |
| 2006-05-01 | 28.5116060274507 |
| 2006-06-01 | 28.6371999536039 |
| 2006-07-01 | 28.0373204571657 |
| 2006-08-01 | 28.0252682098723 |
| 2006-09-01 | 27.9448195617914 |
| 2006-10-01 | 27.8764941784573 |
| 2006-11-01 | 27.9393067498993 |
| 2006-12-01 | 28.1154914186359 |
| 2007-01-01 | 28.1702137529600 |
| 2007-02-01 | 28.2066278660889 |
| 2007-03-01 | 27.9073749755425 |
| 2007-04-01 | 27.8143164940542 |
| 2007-05-01 | 27.5643921380995 |
| 2007-06-01 | 27.5243723662211 |
| 2007-07-01 | 27.5917666919927 |
| 2007-08-01 | 27.7763569241203 |
| 2007-09-01 | 27.6364178386016 |
| 2007-10-01 | 27.8194760472905 |
| 2007-11-01 | 27.8937090420095 |
| 2007-12-01 | 27.3812907600288 |
| 2008-01-01 | 27.2140513126020 |
| 2008-02-01 | 27.2566458308367 |
| 2008-03-01 | 27.4291969552118 |
| 2008-04-01 | 26.8122528618278 |
| 2008-05-01 | 26.5250050001300 |
| 2008-06-01 | 26.0248680918360 |
| 2008-07-01 | 25.7316936727763 |
| 2008-08-01 | 25.2007806926622 |
| 2008-09-01 | 24.9188754770121 |
| 2008-10-01 | 24.3461181245635 |
| 2008-11-01 | 23.4331397989042 |
| 2008-12-01 | 23.0447511296031 |
| 2009-01-01 | 23.1975464901107 |
| 2009-02-01 | 22.6546272848063 |
| 2009-03-01 | 22.3450096834686 |
| 2009-04-01 | 21.7343727961043 |
| 2009-05-01 | 21.4673866182286 |
| 2009-06-01 | 21.2003326475319 |
| 2009-07-01 | 20.8444083722944 |
| 2009-08-01 | 20.6133945641222 |
| 2009-09-01 | 20.3776018893911 |
| 2009-10-01 | 20.5906770445889 |
| 2009-11-01 | 20.4895406042276 |
| 2009-12-01 | 20.5072042424698 |
| 2010-01-01 | 20.4918991970739 |
| 2010-02-01 | 20.2821384041040 |
| 2010-03-01 | 20.1625680090364 |
| 2010-04-01 | 20.3755745318162 |
| 2010-05-01 | 20.1993045023256 |
| 2010-06-01 | 20.2484166197331 |
| 2010-07-01 | 20.2253270082288 |
| 2010-08-01 | 20.2075235796634 |
| 2010-09-01 | 20.2448954091201 |
| 2010-10-01 | 19.9591039491943 |
| 2010-11-01 | 19.8544673690897 |
| 2010-12-01 | 19.7632620499290 |
| 2011-01-01 | 19.5973929114105 |
| 2011-02-01 | 19.3343359042182 |
| 2011-03-01 | 19.3928137488047 |
| 2011-04-01 | 19.4066257034720 |
| 2011-05-01 | 19.4144897711414 |
| 2011-06-01 | 19.3629845546709 |
| 2011-07-01 | 19.3958118304204 |
| 2011-08-01 | 19.3937913030735 |
| 2011-09-01 | 19.4071090305516 |
| 2011-10-01 | 19.3620683949841 |
| 2011-11-01 | 19.4407446507649 |
| 2011-12-01 | 19.4351908659564 |
| 2012-01-01 | 19.4069227196126 |
| 2012-02-01 | 19.4737756569401 |
| 2012-03-01 | 19.5240364780915 |
| 2012-04-01 | 19.4212225571324 |
| 2012-05-01 | 19.6196807480568 |
| 2012-06-01 | 19.5597749416607 |
| 2012-07-01 | 19.8602532452678 |
| 2012-08-01 | 20.0738895535135 |
| 2012-09-01 | 20.1899869199165 |
| 2012-10-01 | 20.3767517243436 |
| 2012-11-01 | 20.4264898688731 |
| 2012-12-01 | 20.6392440348319 |
| 2013-01-01 | 20.6260701323736 |
| 2013-02-01 | 20.7978965206074 |
| 2013-03-01 | 21.0589307023066 |
| 2013-04-01 | 21.0195148478671 |
| 2013-05-01 | 21.1090595345984 |
| 2013-06-01 | 21.1362594042069 |
| 2013-07-01 | 21.3230638772804 |
| 2013-08-01 | 21.3580905569643 |
| 2013-09-01 | 21.3648301872953 |
| 2013-10-01 | 21.6061026794877 |
| 2013-11-01 | 21.7273071514480 |
| 2013-12-01 | 21.8700351357005 |
| 2014-01-01 | 22.0474879282688 |
| 2014-02-01 | 22.1224831825300 |
| 2014-03-01 | 22.2902378205027 |
| 2014-04-01 | 22.2996024097133 |
| 2014-05-01 | 22.4838383663905 |
| 2014-06-01 | 22.7040537886471 |
| 2014-07-01 | 22.5873189181789 |
| 2014-08-01 | 22.8408996683665 |
| 2014-09-01 | 23.0500374769830 |
| 2014-10-01 | 23.1366106009116 |
| 2014-11-01 | 23.3336961057509 |
| 2014-12-01 | 23.5158509257982 |
| 2015-01-01 | 23.7551102050676 |
| 2015-02-01 | 23.9504707883487 |
| 2015-03-01 | 23.9273746195326 |
| 2015-04-01 | 24.1697161556163 |
| 2015-05-01 | 24.1555808914251 |
| 2015-06-01 | 24.2742667172604 |
| 2015-07-01 | 24.3551737348534 |
| 2015-08-01 | 24.5168315917701 |
| 2015-09-01 | 24.4412316616208 |
| 2015-10-01 | 25.1626908379915 |
| 2015-11-01 | 25.0442981839601 |
| 2015-12-01 | 25.1643857427130 |
| 2016-01-01 | 25.2592927135715 |
| 2016-02-01 | 25.4724366462839 |
| 2016-03-01 | 25.5505430202497 |
| 2016-04-01 | 25.7443148266924 |
| 2016-05-01 | 25.8153506805689 |
| 2016-06-01 | 25.9664437017385 |
| 2016-07-01 | 25.9449487872781 |
| 2016-08-01 | 25.8994800277645 |
| 2016-09-01 | 25.9469574449461 |
| 2016-10-01 | 25.7714140282980 |
| 2016-11-01 | 25.8467725248676 |
| 2016-12-01 | 25.7952627279701 |
| 2017-01-01 | 25.7516013979846 |
| 2017-02-01 | 25.6851867473253 |
| 2017-03-01 | 25.6536262031026 |
| 2017-04-01 | 26.1351029104860 |
| 2017-05-01 | 26.2779171077280 |
| 2017-06-01 | 26.3886431350435 |
| 2017-07-01 | 26.8533104433808 |
| 2017-08-01 | 26.8896018306629 |
| 2017-09-01 | 26.6729535922277 |
| 2017-10-01 | 26.4540983930958 |
| 2017-11-01 | 26.3498816216615 |
| 2017-12-01 | 26.4999720358957 |
| 2018-01-01 | 26.6369104955395 |
| 2018-02-01 | 26.5799236848771 |
| 2018-03-01 | 26.5290202211611 |
| 2018-04-01 | 26.6354036175110 |
| 2018-05-01 | 26.6476090724863 |
| 2018-06-01 | 27.1449879303648 |
| 2018-07-01 | 27.0841597916519 |
| 2018-08-01 | 27.2026742303936 |
| 2018-09-01 | 27.0155829762315 |
| 2018-10-01 | 27.3181421490409 |
| 2018-11-01 | 27.3443821292350 |
| 2018-12-01 | 27.3814940990291 |
| 2019-01-01 | 27.3942467305955 |
| 2019-02-01 | 27.7555906949880 |
| 2019-03-01 | 27.8938537345437 |
| 2019-04-01 | 27.7371842258520 |
| 2019-05-01 | 27.9453598771376 |
| 2019-06-01 | 28.5147790165606 |
| 2019-07-01 | 27.6254087358426 |
| 2019-08-01 | 27.6412574205423 |
| 2019-09-01 | 27.7672910220861 |
| 2019-10-01 | 27.7743688756527 |
| 2019-11-01 | 27.8353116820120 |
| 2019-12-01 | 27.7500268861332 |
| 2020-01-01 | 27.5470605541264 |
| 2020-02-01 | 27.1998386883243 |
| 2020-03-01 | 26.1438059818106 |
| 2020-04-01 | 21.0388335201225 |
| 2020-05-01 | 19.7634227246571 |
| 2020-06-01 | 19.4788681001402 |
| 2020-07-01 | 17.0864990001565 |
| 2020-08-01 | 17.0121018447472 |
| 2020-09-01 | 16.8058501384029 |
| 2020-10-01 | 16.7373636461820 |
| 2020-11-01 | 16.5173679201281 |
| 2020-12-01 | 16.6109138124528 |
| 2021-01-01 | 15.6911823603452 |
| 2021-02-01 | 15.9358500911039 |
| 2021-03-01 | 16.1003875964049 |
| 2021-04-01 | 16.3271241377855 |
| 2021-05-01 | 16.4046587434301 |
| 2021-06-01 | 16.9349531303794 |
| 2021-07-01 | 17.6382053403748 |
| 2021-08-01 | 17.8889095462667 |
| 2021-09-01 | 18.1308847940627 |
| 2021-10-01 | 18.6120696532300 |
| 2021-11-01 | 18.9016827464705 |
| 2021-12-01 | 19.3817264127406 |
| 2022-01-01 | 19.3476478680576 |
| 2022-02-01 | 19.3691696169252 |
| 2022-03-01 | 19.5555363737687 |
| 2022-04-01 | 19.8126583183125 |
| 2022-05-01 | 19.9470280483284 |
| 2022-06-01 | 20.1759798830864 |
| 2022-07-01 | 20.2841272161494 |
| 2022-08-01 | 20.3586819289066 |
| 2022-09-01 | 20.6456463571349 |
| 2022-10-01 | 20.7007007421933 |
| 2022-11-01 | 20.8860545388111 |
| 2022-12-01 | 21.0604421705478 |
| 2023-01-01 | 21.1091237189475 |
| 2023-02-01 | 21.2174950436470 |
| 2023-03-01 | 21.2202424569215 |
| 2023-04-01 | 20.8978049078852 |
| 2023-05-01 | 20.9867799869157 |
| 2023-06-01 | 21.0032614096293 |
| 2023-07-01 | 20.8120016616688 |
| 2023-08-01 | 20.7070199893248 |
| 2023-09-01 | 20.7593433951559 |
| 2023-10-01 | 20.6973622370813 |
| 2023-11-01 | 20.6770578850919 |
| 2023-12-01 | 20.6486281742829 |
| 2024-01-01 | 21.0913497497383 |
| 2024-02-01 | 20.7765670007051 |
| 2024-03-01 | 20.6839466707632 |
| 2024-04-01 | 20.6935633217853 |
| 2024-05-01 | 20.6080947575979 |
| 2024-06-01 | 20.6137765662300 |
| 2024-07-01 | 20.7389451908256 |
| 2024-08-01 | 20.7405331090723 |
| 2024-09-01 | 20.7685965869672 |
| 2024-10-01 | 20.7979549957790 |
| 2024-11-01 | 20.7699317496416 |
| 2024-12-01 | 20.6368328883698 |
| 2025-01-01 | 20.6805049864373 |
| 2025-02-01 | 20.6580426204555 |
| 2025-03-01 | 20.6624961079240 |
| 2025-04-01 | 20.8900238882658 |
| 2025-05-01 | 20.9171062324561 |
| 2025-06-01 | 20.6244057889749 |
| 2025-07-01 | 20.5516549870730 |
| 2025-08-01 | 20.5523523080938 |
| 2025-09-01 | 20.4744390799954 |
| 2025-10-01 | 20.4973918801953 |
| 2025-11-01 | 20.4691540873119 |
| 2025-12-01 | 20.5310013764150 |
| 2026-01-01 | 20.3774516677872 |
| 2026-02-01 | 20.3518695970534 |
| 2026-03-01 | 20.3523785387496 |
| 2026-04-01 | 20.1877523407579 |