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 2025-12-01 |
| Last Updated | 2026-01-28 3:38 AM CST |
| 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 | 37.8018426653780 |
| 1990-02-01 | 37.9647340918925 |
| 1990-03-01 | 38.0618562140649 |
| 1990-04-01 | 37.4765104947829 |
| 1990-05-01 | 37.6159990154938 |
| 1990-06-01 | 37.6542316301215 |
| 1990-07-01 | 37.5187844096999 |
| 1990-08-01 | 37.9043692541235 |
| 1990-09-01 | 37.8564954675820 |
| 1990-10-01 | 38.3134963354461 |
| 1990-11-01 | 38.1739997164985 |
| 1990-12-01 | 38.7754069200938 |
| 1991-01-01 | 38.2039760751503 |
| 1991-02-01 | 37.9469113848858 |
| 1991-03-01 | 37.4585560884719 |
| 1991-04-01 | 37.6763570254765 |
| 1991-05-01 | 37.5927524708499 |
| 1991-06-01 | 37.2408212000325 |
| 1991-07-01 | 37.6250386401912 |
| 1991-08-01 | 37.5249051860305 |
| 1991-09-01 | 37.5663751686135 |
| 1991-10-01 | 37.4258743873272 |
| 1991-11-01 | 37.4024707955341 |
| 1991-12-01 | 37.2954582408280 |
| 1992-01-01 | 36.7914034146050 |
| 1992-02-01 | 36.9998890775428 |
| 1992-03-01 | 36.9592124367049 |
| 1992-04-01 | 37.2748145160209 |
| 1992-05-01 | 37.1436829082580 |
| 1992-06-01 | 37.1227009397125 |
| 1992-07-01 | 37.2359651544939 |
| 1992-08-01 | 37.0545806970240 |
| 1992-09-01 | 36.9755666885612 |
| 1992-10-01 | 36.9469672244301 |
| 1992-11-01 | 36.9632797525026 |
| 1992-12-01 | 36.8358827713132 |
| 1993-01-01 | 36.8755894342000 |
| 1993-02-01 | 36.7242545161799 |
| 1993-03-01 | 36.7472076008592 |
| 1993-04-01 | 36.4596159891002 |
| 1993-05-01 | 36.6815473788401 |
| 1993-06-01 | 36.7082660070016 |
| 1993-07-01 | 35.7477471209091 |
| 1993-08-01 | 35.8890172648553 |
| 1993-09-01 | 36.0087130427032 |
| 1993-10-01 | 36.0768395965911 |
| 1993-11-01 | 36.0304761080494 |
| 1993-12-01 | 36.3870584136296 |
| 1994-01-01 | 36.5401381500612 |
| 1994-02-01 | 36.9361537132890 |
| 1994-03-01 | 37.2074069526675 |
| 1994-04-01 | 37.6614667721147 |
| 1994-05-01 | 37.7229889535770 |
| 1994-06-01 | 37.8950146250101 |
| 1994-07-01 | 37.5699260677431 |
| 1994-08-01 | 37.9133428297427 |
| 1994-09-01 | 38.2446785029294 |
| 1994-10-01 | 37.6016129452643 |
| 1994-11-01 | 38.0159265592442 |
| 1994-12-01 | 38.0336986658083 |
| 1995-01-01 | 38.1125857985312 |
| 1995-02-01 | 38.3508766489272 |
| 1995-03-01 | 38.1298013862852 |
| 1995-04-01 | 38.2590068502696 |
| 1995-05-01 | 38.3905062104817 |
| 1995-06-01 | 38.4796324660410 |
| 1995-07-01 | 37.2029101949601 |
| 1995-08-01 | 37.6416637967908 |
| 1995-09-01 | 37.7961237060531 |
| 1995-10-01 | 37.0141426160755 |
| 1995-11-01 | 37.6804320230388 |
| 1995-12-01 | 37.6678463133177 |
| 1996-01-01 | 37.9826648772551 |
| 1996-02-01 | 38.3755578636315 |
| 1996-03-01 | 37.7367363390744 |
| 1996-04-01 | 37.4674915079955 |
| 1996-05-01 | 37.7812748034095 |
| 1996-06-01 | 37.5739642416937 |
| 1996-07-01 | 37.7427003909616 |
| 1996-08-01 | 37.5604644774378 |
| 1996-09-01 | 37.4427338542627 |
| 1996-10-01 | 38.4120321826554 |
| 1996-11-01 | 38.6375517139808 |
| 1996-12-01 | 38.7920791312616 |
| 1997-01-01 | 39.1606609803003 |
| 1997-02-01 | 39.0185279589942 |
| 1997-03-01 | 39.2380735306448 |
| 1997-04-01 | 39.4613365495876 |
| 1997-05-01 | 39.3873332595740 |
| 1997-06-01 | 39.8769074996062 |
| 1997-07-01 | 40.0669349827681 |
| 1997-08-01 | 40.1842683616515 |
| 1997-09-01 | 40.3083381592758 |
| 1997-10-01 | 40.4134977755034 |
| 1997-11-01 | 40.4728050660963 |
| 1997-12-01 | 40.6062915667768 |
| 1998-01-01 | 40.6374892771422 |
| 1998-02-01 | 40.6621163584657 |
| 1998-03-01 | 40.8487979332026 |
| 1998-04-01 | 40.6499438536255 |
| 1998-05-01 | 40.6965312051000 |
| 1998-06-01 | 40.8948479923674 |
| 1998-07-01 | 40.6931353754892 |
| 1998-08-01 | 40.7878065683311 |
| 1998-09-01 | 41.0804267489900 |
| 1998-10-01 | 41.0283917099814 |
| 1998-11-01 | 40.7970143249519 |
| 1998-12-01 | 40.8175939265917 |
| 1999-01-01 | 40.6144398350642 |
| 1999-02-01 | 40.9092439655349 |
| 1999-03-01 | 40.9540308402000 |
| 1999-04-01 | 41.0312074289947 |
| 1999-05-01 | 41.1054545599425 |
| 1999-06-01 | 41.1078886668685 |
| 1999-07-01 | 41.2323624414388 |
| 1999-08-01 | 40.9979358469434 |
| 1999-09-01 | 41.4548836290958 |
| 1999-10-01 | 41.6675260659594 |
| 1999-11-01 | 41.6949724191204 |
| 1999-12-01 | 41.7240386348293 |
| 2000-01-01 | 40.8845292253885 |
| 2000-02-01 | 40.8440524179151 |
| 2000-03-01 | 40.8814435707746 |
| 2000-04-01 | 41.2008583772187 |
| 2000-05-01 | 40.8079250514841 |
| 2000-06-01 | 40.8453130202478 |
| 2000-07-01 | 40.8845082818013 |
| 2000-08-01 | 40.7966836848300 |
| 2000-09-01 | 40.8204423735760 |
| 2000-10-01 | 40.9108124576796 |
| 2000-11-01 | 40.9761518982360 |
| 2000-12-01 | 41.1301621379551 |
| 2001-01-01 | 41.1402919046768 |
| 2001-02-01 | 41.3071872967304 |
| 2001-03-01 | 40.9079799994045 |
| 2001-04-01 | 41.1866750927360 |
| 2001-05-01 | 41.2038192203348 |
| 2001-06-01 | 41.0669634972484 |
| 2001-07-01 | 41.5288081744250 |
| 2001-08-01 | 41.2192548745077 |
| 2001-09-01 | 40.7758383098821 |
| 2001-10-01 | 38.4605421343476 |
| 2001-11-01 | 37.4532962204391 |
| 2001-12-01 | 37.1233527325820 |
| 2002-01-01 | 37.7633260617300 |
| 2002-02-01 | 37.4826300951092 |
| 2002-03-01 | 37.3785490557167 |
| 2002-04-01 | 36.8768372234681 |
| 2002-05-01 | 36.6020095746644 |
| 2002-06-01 | 36.3896755395374 |
| 2002-07-01 | 35.8584089312593 |
| 2002-08-01 | 35.6535260071850 |
| 2002-09-01 | 35.3085389475455 |
| 2002-10-01 | 34.9071369982891 |
| 2002-11-01 | 34.8331004174478 |
| 2002-12-01 | 34.4942075417056 |
| 2003-01-01 | 32.2684516897941 |
| 2003-02-01 | 32.1894676120606 |
| 2003-03-01 | 32.1669531733602 |
| 2003-04-01 | 31.4779924653854 |
| 2003-05-01 | 30.9063011026748 |
| 2003-06-01 | 30.3816157809052 |
| 2003-07-01 | 29.9996149405037 |
| 2003-08-01 | 30.2180494564316 |
| 2003-09-01 | 30.4192747489587 |
| 2003-10-01 | 29.3445409540159 |
| 2003-11-01 | 29.7242118878586 |
| 2003-12-01 | 29.4468418342520 |
| 2004-01-01 | 29.1543731890701 |
| 2004-02-01 | 28.9687266625391 |
| 2004-03-01 | 29.3992976227904 |
| 2004-04-01 | 29.0615063889159 |
| 2004-05-01 | 29.3297354424065 |
| 2004-06-01 | 29.4100402267461 |
| 2004-07-01 | 29.2434014533544 |
| 2004-08-01 | 28.9839207376529 |
| 2004-09-01 | 28.9284242541786 |
| 2004-10-01 | 29.7460423034206 |
| 2004-11-01 | 29.7034197939684 |
| 2004-12-01 | 29.6947783071647 |
| 2005-01-01 | 29.9515236430088 |
| 2005-02-01 | 29.6381194790812 |
| 2005-03-01 | 29.4344525898090 |
| 2005-04-01 | 29.5442616822975 |
| 2005-05-01 | 29.6620480390609 |
| 2005-06-01 | 29.8533529787723 |
| 2005-07-01 | 29.9910076564236 |
| 2005-08-01 | 29.7638028165490 |
| 2005-09-01 | 29.7347318697578 |
| 2005-10-01 | 29.3253561861283 |
| 2005-11-01 | 29.2799782458480 |
| 2005-12-01 | 29.3544577555363 |
| 2006-01-01 | 28.9467025399424 |
| 2006-02-01 | 28.5655714935404 |
| 2006-03-01 | 28.4781132164023 |
| 2006-04-01 | 28.6281054732396 |
| 2006-05-01 | 28.5116332313626 |
| 2006-06-01 | 28.6372329616259 |
| 2006-07-01 | 28.0373470883331 |
| 2006-08-01 | 28.0253452155063 |
| 2006-09-01 | 27.9449084228539 |
| 2006-10-01 | 27.8763492722917 |
| 2006-11-01 | 27.9391784148656 |
| 2006-12-01 | 28.1156042536930 |
| 2007-01-01 | 28.1702872533123 |
| 2007-02-01 | 28.2066602221156 |
| 2007-03-01 | 27.9071995891147 |
| 2007-04-01 | 27.8143156073885 |
| 2007-05-01 | 27.5643705736814 |
| 2007-06-01 | 27.5243355448726 |
| 2007-07-01 | 27.5917621803795 |
| 2007-08-01 | 27.7763902134116 |
| 2007-09-01 | 27.6364900601831 |
| 2007-10-01 | 27.8194566813198 |
| 2007-11-01 | 27.8936031635611 |
| 2007-12-01 | 27.3814934502688 |
| 2008-01-01 | 27.2143132384181 |
| 2008-02-01 | 27.2566384610817 |
| 2008-03-01 | 27.4290150415538 |
| 2008-04-01 | 26.8123037514342 |
| 2008-05-01 | 26.5248748894998 |
| 2008-06-01 | 26.0246561959648 |
| 2008-07-01 | 25.7315434813504 |
| 2008-08-01 | 25.2007353541885 |
| 2008-09-01 | 24.9188788586630 |
| 2008-10-01 | 24.3461430361473 |
| 2008-11-01 | 23.4330089625419 |
| 2008-12-01 | 23.0450307567235 |
| 2009-01-01 | 23.1981403853070 |
| 2009-02-01 | 22.6548264715224 |
| 2009-03-01 | 22.3452375365367 |
| 2009-04-01 | 21.7342880091364 |
| 2009-05-01 | 21.4679402248933 |
| 2009-06-01 | 21.1981454646736 |
| 2009-07-01 | 20.8445811255123 |
| 2009-08-01 | 20.6134856216830 |
| 2009-09-01 | 20.3774995023235 |
| 2009-10-01 | 20.5905113848665 |
| 2009-11-01 | 20.4894504820744 |
| 2009-12-01 | 20.5075549922231 |
| 2010-01-01 | 20.4925264941223 |
| 2010-02-01 | 20.2819542345783 |
| 2010-03-01 | 20.1654827778100 |
| 2010-04-01 | 20.3748482676664 |
| 2010-05-01 | 20.2001954357733 |
| 2010-06-01 | 20.2441631206169 |
| 2010-07-01 | 20.2259594860288 |
| 2010-08-01 | 20.2079989902918 |
| 2010-09-01 | 20.2431118727115 |
| 2010-10-01 | 19.9592106211921 |
| 2010-11-01 | 19.8546207169149 |
| 2010-12-01 | 19.7636593614506 |
| 2011-01-01 | 19.5980100083672 |
| 2011-02-01 | 19.3341519393817 |
| 2011-03-01 | 19.3984884675221 |
| 2011-04-01 | 19.4053409915742 |
| 2011-05-01 | 19.4159156115461 |
| 2011-06-01 | 19.3569017987258 |
| 2011-07-01 | 19.3962915757768 |
| 2011-08-01 | 19.3947103834915 |
| 2011-09-01 | 19.4035779248201 |
| 2011-10-01 | 19.3623136251469 |
| 2011-11-01 | 19.4411047503533 |
| 2011-12-01 | 19.4356690860713 |
| 2012-01-01 | 19.4074654258121 |
| 2012-02-01 | 19.4734567103683 |
| 2012-03-01 | 19.5324516091999 |
| 2012-04-01 | 19.4197885592431 |
| 2012-05-01 | 19.6209644419321 |
| 2012-06-01 | 19.5536168989156 |
| 2012-07-01 | 19.8600500026882 |
| 2012-08-01 | 20.0751185021189 |
| 2012-09-01 | 20.1839789195370 |
| 2012-10-01 | 20.3768014633141 |
| 2012-11-01 | 20.4272880726395 |
| 2012-12-01 | 20.6399751637745 |
| 2013-01-01 | 20.6269381324509 |
| 2013-02-01 | 20.7984680944639 |
| 2013-03-01 | 21.0682647887928 |
| 2013-04-01 | 21.0186243576140 |
| 2013-05-01 | 21.1105787066343 |
| 2013-06-01 | 21.1299535607740 |
| 2013-07-01 | 21.3216978857338 |
| 2013-08-01 | 21.3589453113522 |
| 2013-09-01 | 21.3573624124516 |
| 2013-10-01 | 21.6048196006817 |
| 2013-11-01 | 21.7278123816856 |
| 2013-12-01 | 21.8708497798763 |
| 2014-01-01 | 22.0489342062886 |
| 2014-02-01 | 22.1247625347045 |
| 2014-03-01 | 22.3028815960205 |
| 2014-04-01 | 22.3011137315601 |
| 2014-05-01 | 22.4856129393490 |
| 2014-06-01 | 22.6990766264144 |
| 2014-07-01 | 22.5811259001633 |
| 2014-08-01 | 22.8384472997084 |
| 2014-09-01 | 23.0394517347292 |
| 2014-10-01 | 23.1326965149593 |
| 2014-11-01 | 23.3332528861873 |
| 2014-12-01 | 23.5170129670120 |
| 2015-01-01 | 23.7592367434492 |
| 2015-02-01 | 23.9579582880909 |
| 2015-03-01 | 23.9451929523640 |
| 2015-04-01 | 24.1788826329539 |
| 2015-05-01 | 24.1619839306119 |
| 2015-06-01 | 24.2618591944907 |
| 2015-07-01 | 24.3423019677801 |
| 2015-08-01 | 24.5064751879159 |
| 2015-09-01 | 24.4274158050415 |
| 2015-10-01 | 25.1533253260628 |
| 2015-11-01 | 25.0403149922415 |
| 2015-12-01 | 25.1634473155570 |
| 2016-01-01 | 25.2728003494900 |
| 2016-02-01 | 25.4877060821326 |
| 2016-03-01 | 25.5796883895434 |
| 2016-04-01 | 25.7596247766653 |
| 2016-05-01 | 25.8481811566321 |
| 2016-06-01 | 25.9372128073321 |
| 2016-07-01 | 25.9097040323442 |
| 2016-08-01 | 25.8748269317767 |
| 2016-09-01 | 25.9284235623462 |
| 2016-10-01 | 25.7560706392060 |
| 2016-11-01 | 25.8401765317536 |
| 2016-12-01 | 25.7953385328778 |
| 2017-01-01 | 25.7779177689823 |
| 2017-02-01 | 25.7101287505539 |
| 2017-03-01 | 25.6969662897329 |
| 2017-04-01 | 26.1592954935322 |
| 2017-05-01 | 26.3413443762084 |
| 2017-06-01 | 26.3297982509877 |
| 2017-07-01 | 26.7976736846982 |
| 2017-08-01 | 26.8496031520026 |
| 2017-09-01 | 26.6491343622875 |
| 2017-10-01 | 26.4338354711651 |
| 2017-11-01 | 26.3414754880363 |
| 2017-12-01 | 26.5015254373612 |
| 2018-01-01 | 26.6761672321723 |
| 2018-02-01 | 26.6135954422609 |
| 2018-03-01 | 26.5860809067977 |
| 2018-04-01 | 26.6646593412506 |
| 2018-05-01 | 26.7494961052501 |
| 2018-06-01 | 27.0540071403729 |
| 2018-07-01 | 27.0006476889575 |
| 2018-08-01 | 27.1537669471963 |
| 2018-09-01 | 26.9879997031609 |
| 2018-10-01 | 27.2963936825102 |
| 2018-11-01 | 27.3375929756202 |
| 2018-12-01 | 27.3878475507058 |
| 2019-01-01 | 27.4403929458746 |
| 2019-02-01 | 27.7955664890290 |
| 2019-03-01 | 27.9576817022467 |
| 2019-04-01 | 27.7726145608409 |
| 2019-05-01 | 28.0625626207854 |
| 2019-06-01 | 28.3991513113791 |
| 2019-07-01 | 27.5312374303358 |
| 2019-08-01 | 27.5913530857923 |
| 2019-09-01 | 27.7394395977636 |
| 2019-10-01 | 27.7540525131568 |
| 2019-11-01 | 27.8304857939293 |
| 2019-12-01 | 27.7576820457870 |
| 2020-01-01 | 27.5929002227194 |
| 2020-02-01 | 27.2414202107264 |
| 2020-03-01 | 26.2131400784820 |
| 2020-04-01 | 21.0753969015701 |
| 2020-05-01 | 19.8834527368869 |
| 2020-06-01 | 19.3547358679506 |
| 2020-07-01 | 16.9822396395039 |
| 2020-08-01 | 16.9668559498699 |
| 2020-09-01 | 16.7813851376490 |
| 2020-10-01 | 16.7220027617644 |
| 2020-11-01 | 16.5168406429847 |
| 2020-12-01 | 16.6226644708485 |
| 2021-01-01 | 15.7268885638786 |
| 2021-02-01 | 15.9777251611914 |
| 2021-03-01 | 16.1723509414879 |
| 2021-04-01 | 16.3687183906762 |
| 2021-05-01 | 16.4953161799044 |
| 2021-06-01 | 16.8103563084997 |
| 2021-07-01 | 17.5486881316077 |
| 2021-08-01 | 17.8472817970707 |
| 2021-09-01 | 18.1060178550174 |
| 2021-10-01 | 18.6128987165063 |
| 2021-11-01 | 18.9057481454190 |
| 2021-12-01 | 19.3868638871170 |
| 2022-01-01 | 19.3668548725282 |
| 2022-02-01 | 19.4167664087649 |
| 2022-03-01 | 19.6392889827947 |
| 2022-04-01 | 19.8518136168913 |
| 2022-05-01 | 20.0099207410691 |
| 2022-06-01 | 20.0480029020616 |
| 2022-07-01 | 20.2081691901030 |
| 2022-08-01 | 20.3178535084923 |
| 2022-09-01 | 20.6203362897096 |
| 2022-10-01 | 20.7191119794685 |
| 2022-11-01 | 20.8935419386082 |
| 2022-12-01 | 21.0626366536019 |
| 2023-01-01 | 21.1084806870684 |
| 2023-02-01 | 21.2776108328877 |
| 2023-03-01 | 21.3235987864539 |
| 2023-04-01 | 20.9308262668085 |
| 2023-05-01 | 21.0183546945475 |
| 2023-06-01 | 20.8682574342598 |
| 2023-07-01 | 20.7556388637753 |
| 2023-08-01 | 20.6586973101229 |
| 2023-09-01 | 20.7309033735554 |
| 2023-10-01 | 20.7345627041229 |
| 2023-11-01 | 20.6859524845050 |
| 2023-12-01 | 20.6438555916862 |
| 2024-01-01 | 21.0775493775973 |
| 2024-02-01 | 20.8486477655722 |
| 2024-03-01 | 20.8145779712748 |
| 2024-04-01 | 20.7165182543217 |
| 2024-05-01 | 20.6294175012255 |
| 2024-06-01 | 20.4665081693274 |
| 2024-07-01 | 20.6863278424157 |
| 2024-08-01 | 20.6807370323147 |
| 2024-09-01 | 20.6381468403954 |
| 2024-10-01 | 20.4464902758120 |
| 2024-11-01 | 20.4794662366405 |
| 2024-12-01 | 20.4347509586526 |
| 2025-01-01 | 20.3595152735560 |
| 2025-02-01 | 20.2399313308222 |
| 2025-03-01 | 20.2134021145556 |
| 2025-04-01 | 20.4076848513851 |
| 2025-05-01 | 20.3327020484946 |
| 2025-06-01 | 20.4629658716626 |
| 2025-07-01 | 20.3031357345642 |
| 2025-08-01 | 20.3807931496174 |
| 2025-09-01 | 20.3399245737712 |
| 2025-10-01 | 20.4586587004427 |
| 2025-11-01 | 20.4808546635060 |
| 2025-12-01 | 20.5276465930077 |