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 2026-07-01 |
| Last Updated | 2026-08-21 7:27 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 | 37.8018883959006 |
| 1990-02-01 | 37.9647649428746 |
| 1990-03-01 | 38.0618934162539 |
| 1990-04-01 | 37.4765060859126 |
| 1990-05-01 | 37.6160423603498 |
| 1990-06-01 | 37.6542885935747 |
| 1990-07-01 | 37.5186554254480 |
| 1990-08-01 | 37.9043447587079 |
| 1990-09-01 | 37.8564798824457 |
| 1990-10-01 | 38.3134949603347 |
| 1990-11-01 | 38.1740191185792 |
| 1990-12-01 | 38.7753472431052 |
| 1991-01-01 | 38.2040253137082 |
| 1991-02-01 | 37.9469472740967 |
| 1991-03-01 | 37.4585969527064 |
| 1991-04-01 | 37.6763466690981 |
| 1991-05-01 | 37.5927916751808 |
| 1991-06-01 | 37.2408727435536 |
| 1991-07-01 | 37.6249046160212 |
| 1991-08-01 | 37.5248891869157 |
| 1991-09-01 | 37.5663239783374 |
| 1991-10-01 | 37.4259182869159 |
| 1991-11-01 | 37.4024596896393 |
| 1991-12-01 | 37.2954286154276 |
| 1992-01-01 | 36.7914625287792 |
| 1992-02-01 | 36.9999330324559 |
| 1992-03-01 | 36.9592520542626 |
| 1992-04-01 | 37.2747926021655 |
| 1992-05-01 | 37.1437068947498 |
| 1992-06-01 | 37.1227285995483 |
| 1992-07-01 | 37.2358384338325 |
| 1992-08-01 | 37.0545756156755 |
| 1992-09-01 | 36.9754757475869 |
| 1992-10-01 | 36.9470763344923 |
| 1992-11-01 | 36.9632267641838 |
| 1992-12-01 | 36.8358952117147 |
| 1993-01-01 | 36.8756663149029 |
| 1993-02-01 | 36.7242942238213 |
| 1993-03-01 | 36.7472363633367 |
| 1993-04-01 | 36.4595857819319 |
| 1993-05-01 | 36.6815467690744 |
| 1993-06-01 | 36.7082564454690 |
| 1993-07-01 | 35.7476378219163 |
| 1993-08-01 | 35.8890399202528 |
| 1993-09-01 | 36.0086049277909 |
| 1993-10-01 | 36.0770020515485 |
| 1993-11-01 | 36.0303772627500 |
| 1993-12-01 | 36.3871037554793 |
| 1994-01-01 | 36.5402309483466 |
| 1994-02-01 | 36.9361836239515 |
| 1994-03-01 | 37.2074214437007 |
| 1994-04-01 | 37.6614221650319 |
| 1994-05-01 | 37.7229659093975 |
| 1994-06-01 | 37.8949816762150 |
| 1994-07-01 | 37.5698369192006 |
| 1994-08-01 | 37.9133877686058 |
| 1994-09-01 | 38.2445959704280 |
| 1994-10-01 | 37.6017867096909 |
| 1994-11-01 | 38.0158102142016 |
| 1994-12-01 | 38.0337504300490 |
| 1995-01-01 | 38.1126826413474 |
| 1995-02-01 | 38.3508872249354 |
| 1995-03-01 | 38.1297993284164 |
| 1995-04-01 | 38.2589625751303 |
| 1995-05-01 | 38.3904654462775 |
| 1995-06-01 | 38.4795839451157 |
| 1995-07-01 | 37.2028457732852 |
| 1995-08-01 | 37.6417319812955 |
| 1995-09-01 | 37.7960977192870 |
| 1995-10-01 | 37.0142967336877 |
| 1995-11-01 | 37.6802987616475 |
| 1995-12-01 | 37.6678828321502 |
| 1996-01-01 | 37.9827515229218 |
| 1996-02-01 | 38.3755542443763 |
| 1996-03-01 | 37.7367221043727 |
| 1996-04-01 | 37.4674533486576 |
| 1996-05-01 | 37.7812267993671 |
| 1996-06-01 | 37.5739153473454 |
| 1996-07-01 | 37.7426683031181 |
| 1996-08-01 | 37.5605461969782 |
| 1996-09-01 | 37.4427814509521 |
| 1996-10-01 | 38.4121324380734 |
| 1996-11-01 | 38.6374255743492 |
| 1996-12-01 | 38.7920622093047 |
| 1997-01-01 | 39.1607327467169 |
| 1997-02-01 | 39.0185090043974 |
| 1997-03-01 | 39.2380520606187 |
| 1997-04-01 | 39.4613112900867 |
| 1997-05-01 | 39.3872922832185 |
| 1997-06-01 | 39.8768736229178 |
| 1997-07-01 | 40.0669430618434 |
| 1997-08-01 | 40.1843605020650 |
| 1997-09-01 | 40.3084617363484 |
| 1997-10-01 | 40.4135190788071 |
| 1997-11-01 | 40.4726871315294 |
| 1997-12-01 | 40.6062154786891 |
| 1998-01-01 | 40.6375224368294 |
| 1998-02-01 | 40.6620921243964 |
| 1998-03-01 | 40.8487889841743 |
| 1998-04-01 | 40.6499154029611 |
| 1998-05-01 | 40.6965061260162 |
| 1998-06-01 | 40.8948495742342 |
| 1998-07-01 | 40.6931699281546 |
| 1998-08-01 | 40.7879189605252 |
| 1998-09-01 | 41.0806277889270 |
| 1998-10-01 | 41.0283535238732 |
| 1998-11-01 | 40.7968757033178 |
| 1998-12-01 | 40.8174653278407 |
| 1999-01-01 | 40.6144129319450 |
| 1999-02-01 | 40.9092140784548 |
| 1999-03-01 | 40.9540399632883 |
| 1999-04-01 | 41.0311827772381 |
| 1999-05-01 | 41.1054495259210 |
| 1999-06-01 | 41.1079225366754 |
| 1999-07-01 | 41.2324207318758 |
| 1999-08-01 | 40.9980732478799 |
| 1999-09-01 | 41.4551286681260 |
| 1999-10-01 | 41.6674754617895 |
| 1999-11-01 | 41.6947839533122 |
| 1999-12-01 | 41.7238733284984 |
| 2000-01-01 | 40.8844528646051 |
| 2000-02-01 | 40.8440209610876 |
| 2000-03-01 | 40.8814733587488 |
| 2000-04-01 | 41.2008344736231 |
| 2000-05-01 | 40.8079299839730 |
| 2000-06-01 | 40.8453572466749 |
| 2000-07-01 | 40.8845934701492 |
| 2000-08-01 | 40.7968326105555 |
| 2000-09-01 | 40.8207063057382 |
| 2000-10-01 | 40.9108029500721 |
| 2000-11-01 | 40.9759105620967 |
| 2000-12-01 | 41.1299657513364 |
| 2001-01-01 | 41.1401919860877 |
| 2001-02-01 | 41.3071503521424 |
| 2001-03-01 | 40.9080176727852 |
| 2001-04-01 | 41.1866611394550 |
| 2001-05-01 | 41.2038327922613 |
| 2001-06-01 | 41.0670068574704 |
| 2001-07-01 | 41.5289124130560 |
| 2001-08-01 | 41.2193821330037 |
| 2001-09-01 | 40.7760710732721 |
| 2001-10-01 | 38.4605864927026 |
| 2001-11-01 | 37.4530587220686 |
| 2001-12-01 | 37.1231503573962 |
| 2002-01-01 | 37.7632206504079 |
| 2002-02-01 | 37.4825940477935 |
| 2002-03-01 | 37.3785951810808 |
| 2002-04-01 | 36.8768254995442 |
| 2002-05-01 | 36.6020195001806 |
| 2002-06-01 | 36.3897052477686 |
| 2002-07-01 | 35.8585124712702 |
| 2002-08-01 | 35.6536098767207 |
| 2002-09-01 | 35.3087272447636 |
| 2002-10-01 | 34.9072397047206 |
| 2002-11-01 | 34.8328928567378 |
| 2002-12-01 | 34.4940267669708 |
| 2003-01-01 | 32.2683545883858 |
| 2003-02-01 | 32.1894376828177 |
| 2003-03-01 | 32.1669932722669 |
| 2003-04-01 | 31.4779916704671 |
| 2003-05-01 | 30.9063088442072 |
| 2003-06-01 | 30.3816344834390 |
| 2003-07-01 | 29.9996949819173 |
| 2003-08-01 | 30.2180744085063 |
| 2003-09-01 | 30.4193857522353 |
| 2003-10-01 | 29.3446768504365 |
| 2003-11-01 | 29.7240849683883 |
| 2003-12-01 | 29.4466931503755 |
| 2004-01-01 | 29.1543099341024 |
| 2004-02-01 | 28.9687087457531 |
| 2004-03-01 | 29.3993278696539 |
| 2004-04-01 | 29.0615074592175 |
| 2004-05-01 | 29.3297350220229 |
| 2004-06-01 | 29.4100438255475 |
| 2004-07-01 | 29.2434551661569 |
| 2004-08-01 | 28.9838976737815 |
| 2004-09-01 | 28.9284694168918 |
| 2004-10-01 | 29.7461820713124 |
| 2004-11-01 | 29.7033756938061 |
| 2004-12-01 | 29.6946553698309 |
| 2005-01-01 | 29.9514946532839 |
| 2005-02-01 | 29.6381177331524 |
| 2005-03-01 | 29.4344632500498 |
| 2005-04-01 | 29.5442751303320 |
| 2005-05-01 | 29.6620489796108 |
| 2005-06-01 | 29.8533544349015 |
| 2005-07-01 | 29.9910329216243 |
| 2005-08-01 | 29.7637592561546 |
| 2005-09-01 | 29.7347040582300 |
| 2005-10-01 | 29.3254683491166 |
| 2005-11-01 | 29.2800099170760 |
| 2005-12-01 | 29.3543428616527 |
| 2006-01-01 | 28.9466776238461 |
| 2006-02-01 | 28.5656066655717 |
| 2006-03-01 | 28.4781339080847 |
| 2006-04-01 | 28.6281290456983 |
| 2006-05-01 | 28.5116362670474 |
| 2006-06-01 | 28.6372335904329 |
| 2006-07-01 | 28.0373522738147 |
| 2006-08-01 | 28.0253199786248 |
| 2006-09-01 | 27.9448798410402 |
| 2006-10-01 | 27.8763990341558 |
| 2006-11-01 | 27.9392185258130 |
| 2006-12-01 | 28.1154568511172 |
| 2007-01-01 | 28.1701921365315 |
| 2007-02-01 | 28.2066440262600 |
| 2007-03-01 | 27.9073872336368 |
| 2007-04-01 | 27.8143359317400 |
| 2007-05-01 | 27.5644111978119 |
| 2007-06-01 | 27.5243933149445 |
| 2007-07-01 | 27.5917919153139 |
| 2007-08-01 | 27.7763848867747 |
| 2007-09-01 | 27.6364484315910 |
| 2007-10-01 | 27.8194464496255 |
| 2007-11-01 | 27.8936364362166 |
| 2007-12-01 | 27.3812655992489 |
| 2008-01-01 | 27.2140334199581 |
| 2008-02-01 | 27.2566526282387 |
| 2008-03-01 | 27.4292131303958 |
| 2008-04-01 | 26.8122659259839 |
| 2008-05-01 | 26.5250165723443 |
| 2008-06-01 | 26.0248801386291 |
| 2008-07-01 | 25.7317078919732 |
| 2008-08-01 | 25.2007935042815 |
| 2008-09-01 | 24.9188839021938 |
| 2008-10-01 | 24.3461217024254 |
| 2008-11-01 | 23.4330898615590 |
| 2008-12-01 | 23.0447384080478 |
| 2009-01-01 | 23.1975330102591 |
| 2009-02-01 | 22.6546322114531 |
| 2009-03-01 | 22.3450256256710 |
| 2009-04-01 | 21.7343705422564 |
| 2009-05-01 | 21.4673957255098 |
| 2009-06-01 | 21.2003344724883 |
| 2009-07-01 | 20.8444171468466 |
| 2009-08-01 | 20.6134021606949 |
| 2009-09-01 | 20.3776089797406 |
| 2009-10-01 | 20.5906845402355 |
| 2009-11-01 | 20.4895115710619 |
| 2009-12-01 | 20.5071985071862 |
| 2010-01-01 | 20.4918902144220 |
| 2010-02-01 | 20.2821445187129 |
| 2010-03-01 | 20.1625725035676 |
| 2010-04-01 | 20.3755622684178 |
| 2010-05-01 | 20.1993159051541 |
| 2010-06-01 | 20.2484143699507 |
| 2010-07-01 | 20.2253366255797 |
| 2010-08-01 | 20.2075300156310 |
| 2010-09-01 | 20.2448979090422 |
| 2010-10-01 | 19.9591088536167 |
| 2010-11-01 | 19.8544539873546 |
| 2010-12-01 | 19.7632609992669 |
| 2011-01-01 | 19.5973891135096 |
| 2011-02-01 | 19.3343407605080 |
| 2011-03-01 | 19.3928065857023 |
| 2011-04-01 | 19.4066048760869 |
| 2011-05-01 | 19.4145046024656 |
| 2011-06-01 | 19.3629769136862 |
| 2011-07-01 | 19.3958466586355 |
| 2011-08-01 | 19.3937902669485 |
| 2011-09-01 | 19.4071006317633 |
| 2011-10-01 | 19.3620666199168 |
| 2011-11-01 | 19.4407458061192 |
| 2011-12-01 | 19.4351950415140 |
| 2012-01-01 | 19.4069242825545 |
| 2012-02-01 | 19.4737748496428 |
| 2012-03-01 | 19.5240051298105 |
| 2012-04-01 | 19.4211905113973 |
| 2012-05-01 | 19.6196892773570 |
| 2012-06-01 | 19.5597746468711 |
| 2012-07-01 | 19.8603371462272 |
| 2012-08-01 | 20.0739177003826 |
| 2012-09-01 | 20.1899267561378 |
| 2012-10-01 | 20.3767483082190 |
| 2012-11-01 | 20.4265068703756 |
| 2012-12-01 | 20.6392572161843 |
| 2013-01-01 | 20.6260713827519 |
| 2013-02-01 | 20.7978799020818 |
| 2013-03-01 | 21.0588673893316 |
| 2013-04-01 | 21.0194459584948 |
| 2013-05-01 | 21.1090507271888 |
| 2013-06-01 | 21.1362807282089 |
| 2013-07-01 | 21.3232246088365 |
| 2013-08-01 | 21.3581708790583 |
| 2013-09-01 | 21.3647253891566 |
| 2013-10-01 | 21.6060898307413 |
| 2013-11-01 | 21.7273327443843 |
| 2013-12-01 | 21.8700659365228 |
| 2014-01-01 | 22.0474901592911 |
| 2014-02-01 | 22.1224607336559 |
| 2014-03-01 | 22.2901413334221 |
| 2014-04-01 | 22.2994870130530 |
| 2014-05-01 | 22.4837286089962 |
| 2014-06-01 | 22.7039201149534 |
| 2014-07-01 | 22.5877516054816 |
| 2014-08-01 | 22.8412835013976 |
| 2014-09-01 | 23.0496833761899 |
| 2014-10-01 | 23.1364458952972 |
| 2014-11-01 | 23.3339733724366 |
| 2014-12-01 | 23.5158428269096 |
| 2015-01-01 | 23.7550950204143 |
| 2015-02-01 | 23.9504647972723 |
| 2015-03-01 | 23.9272678116446 |
| 2015-04-01 | 24.1695135655103 |
| 2015-05-01 | 24.1553242127121 |
| 2015-06-01 | 24.2738568416677 |
| 2015-07-01 | 24.3559177983154 |
| 2015-08-01 | 24.5175912761453 |
| 2015-09-01 | 24.4405474282081 |
| 2015-10-01 | 25.1624631358162 |
| 2015-11-01 | 25.0448310742289 |
| 2015-12-01 | 25.1643101691282 |
| 2016-01-01 | 25.2595266738385 |
| 2016-02-01 | 25.4723951693023 |
| 2016-03-01 | 25.5503650781502 |
| 2016-04-01 | 25.7439966993812 |
| 2016-05-01 | 25.8149780880657 |
| 2016-06-01 | 25.9652679194360 |
| 2016-07-01 | 25.9461136694277 |
| 2016-08-01 | 25.9007481340302 |
| 2016-09-01 | 25.9460291972281 |
| 2016-10-01 | 25.7711883644329 |
| 2016-11-01 | 25.8476254410252 |
| 2016-12-01 | 25.7951508948820 |
| 2017-01-01 | 25.7520743285808 |
| 2017-02-01 | 25.6852759407364 |
| 2017-03-01 | 25.6532706721476 |
| 2017-04-01 | 26.1345459107234 |
| 2017-05-01 | 26.2773030257799 |
| 2017-06-01 | 26.3864652734862 |
| 2017-07-01 | 26.8550034168725 |
| 2017-08-01 | 26.8912893382836 |
| 2017-09-01 | 26.6721269734857 |
| 2017-10-01 | 26.4540534657473 |
| 2017-11-01 | 26.3508399716498 |
| 2017-12-01 | 26.4999135716842 |
| 2018-01-01 | 26.6376233301803 |
| 2018-02-01 | 26.5801090731143 |
| 2018-03-01 | 26.5285324869147 |
| 2018-04-01 | 26.6347672641589 |
| 2018-05-01 | 26.6461443272206 |
| 2018-06-01 | 27.1417970706536 |
| 2018-07-01 | 27.0868376898822 |
| 2018-08-01 | 27.2046297668699 |
| 2018-09-01 | 27.0150017339404 |
| 2018-10-01 | 27.3182594694731 |
| 2018-11-01 | 27.3454459341769 |
| 2018-12-01 | 27.3815313205237 |
| 2019-01-01 | 27.3948904336921 |
| 2019-02-01 | 27.7559109258168 |
| 2019-03-01 | 27.8932779842343 |
| 2019-04-01 | 27.7364748666883 |
| 2019-05-01 | 27.9430368399517 |
| 2019-06-01 | 28.5112075474955 |
| 2019-07-01 | 27.6287500323916 |
| 2019-08-01 | 27.6431553443882 |
| 2019-09-01 | 27.7671457810941 |
| 2019-10-01 | 27.7747513006437 |
| 2019-11-01 | 27.8361488471590 |
| 2019-12-01 | 27.7501474001060 |
| 2020-01-01 | 27.5476348549184 |
| 2020-02-01 | 27.2000540760989 |
| 2020-03-01 | 26.1431571166307 |
| 2020-04-01 | 21.0385393693188 |
| 2020-05-01 | 19.7603847974335 |
| 2020-06-01 | 19.4753527799089 |
| 2020-07-01 | 17.0900532392910 |
| 2020-08-01 | 17.0137634122650 |
| 2020-09-01 | 16.8060984225842 |
| 2020-10-01 | 16.7378923903725 |
| 2020-11-01 | 16.5179892263898 |
| 2020-12-01 | 16.6111865788152 |
| 2021-01-01 | 15.6916154896984 |
| 2021-02-01 | 15.9360789917699 |
| 2021-03-01 | 16.0996672038126 |
| 2021-04-01 | 16.3270297038443 |
| 2021-05-01 | 16.4012985010680 |
| 2021-06-01 | 16.9316665485859 |
| 2021-07-01 | 17.6412002861148 |
| 2021-08-01 | 17.8903225080678 |
| 2021-09-01 | 18.1316686480234 |
| 2021-10-01 | 18.6129163133854 |
| 2021-11-01 | 18.9023308589901 |
| 2021-12-01 | 19.3824327742504 |
| 2022-01-01 | 19.3482053773120 |
| 2022-02-01 | 19.3692530940272 |
| 2022-03-01 | 19.5545054222663 |
| 2022-04-01 | 19.8129828205752 |
| 2022-05-01 | 19.9424088809480 |
| 2022-06-01 | 20.1725311366289 |
| 2022-07-01 | 20.2862022531764 |
| 2022-08-01 | 20.3601482551299 |
| 2022-09-01 | 20.6472352704964 |
| 2022-10-01 | 20.7023756435211 |
| 2022-11-01 | 20.8875071776141 |
| 2022-12-01 | 21.0619944455905 |
| 2023-01-01 | 21.1101277677658 |
| 2023-02-01 | 21.2173891272189 |
| 2023-03-01 | 21.2186956894138 |
| 2023-04-01 | 20.8977023068418 |
| 2023-05-01 | 20.9808044189716 |
| 2023-06-01 | 20.9954085879100 |
| 2023-07-01 | 20.8149520081060 |
| 2023-08-01 | 20.7100084472973 |
| 2023-09-01 | 20.7625838512056 |
| 2023-10-01 | 20.7005837229060 |
| 2023-11-01 | 20.6797719779352 |
| 2023-12-01 | 20.6510148694006 |
| 2024-01-01 | 21.0924837700032 |
| 2024-02-01 | 20.7754935246451 |
| 2024-03-01 | 20.6817283348306 |
| 2024-04-01 | 20.6947692440401 |
| 2024-05-01 | 20.5983388869234 |
| 2024-06-01 | 20.5991124917080 |
| 2024-07-01 | 20.7453371061112 |
| 2024-08-01 | 20.7455139338250 |
| 2024-09-01 | 20.7736981708216 |
| 2024-10-01 | 20.8029484362102 |
| 2024-11-01 | 20.7740813498608 |
| 2024-12-01 | 20.6399111075528 |
| 2025-01-01 | 20.6815003129407 |
| 2025-02-01 | 20.6559883556725 |
| 2025-03-01 | 20.6597381796662 |
| 2025-04-01 | 20.8922930347405 |
| 2025-05-01 | 20.9029773763282 |
| 2025-06-01 | 20.6024561445286 |
| 2025-07-01 | 20.5629112436065 |
| 2025-08-01 | 20.5595807931669 |
| 2025-09-01 | 20.4813250705471 |
| 2025-10-01 | 20.5039077204220 |
| 2025-11-01 | 20.4746006044085 |
| 2025-12-01 | 20.5347343363807 |
| 2026-01-01 | 20.3781351679879 |
| 2026-02-01 | 20.3488995268465 |
| 2026-03-01 | 20.3494250563228 |
| 2026-04-01 | 20.1922405100537 |
| 2026-05-01 | 20.1970765123933 |
| 2026-06-01 | 20.3058366794175 |
| 2026-07-01 | 20.0731399007296 |