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 2026-09-01 |
| Last Updated | 2026-10-20 10:03 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 | 37.8019065206 |
| 1990-02-01 | 37.9647711163 |
| 1990-03-01 | 38.0618933216 |
| 1990-04-01 | 37.4764964934 |
| 1990-05-01 | 37.6160347882 |
| 1990-06-01 | 37.6542636496 |
| 1990-07-01 | 37.5186591614 |
| 1990-08-01 | 37.9043496770 |
| 1990-09-01 | 37.8564872612 |
| 1990-10-01 | 38.3135059757 |
| 1990-11-01 | 38.1740320781 |
| 1990-12-01 | 38.7753264170 |
| 1991-01-01 | 38.2040438765 |
| 1991-02-01 | 37.9469540462 |
| 1991-03-01 | 37.4585970860 |
| 1991-04-01 | 37.6763379264 |
| 1991-05-01 | 37.5927802997 |
| 1991-06-01 | 37.2408437956 |
| 1991-07-01 | 37.6249080594 |
| 1991-08-01 | 37.5248973396 |
| 1991-09-01 | 37.5663201814 |
| 1991-10-01 | 37.4259440112 |
| 1991-11-01 | 37.4024663019 |
| 1991-12-01 | 37.2954179178 |
| 1992-01-01 | 36.7914830463 |
| 1992-02-01 | 36.9999411596 |
| 1992-03-01 | 36.9592508419 |
| 1992-04-01 | 37.2747833396 |
| 1992-05-01 | 37.1436887265 |
| 1992-06-01 | 37.1226893265 |
| 1992-07-01 | 37.2358407668 |
| 1992-08-01 | 37.0545881682 |
| 1992-09-01 | 36.9754600709 |
| 1992-10-01 | 36.9471208053 |
| 1992-11-01 | 36.9632268229 |
| 1992-12-01 | 36.8359031622 |
| 1993-01-01 | 36.8756863504 |
| 1993-02-01 | 36.7243015858 |
| 1993-03-01 | 36.7472346498 |
| 1993-04-01 | 36.4595749835 |
| 1993-05-01 | 36.6815203835 |
| 1993-06-01 | 36.7082093732 |
| 1993-07-01 | 35.7476361127 |
| 1993-08-01 | 35.8890536458 |
| 1993-09-01 | 36.0085716229 |
| 1993-10-01 | 36.0770726771 |
| 1993-11-01 | 36.0303742965 |
| 1993-12-01 | 36.3871295228 |
| 1994-01-01 | 36.5402497342 |
| 1994-02-01 | 36.9361904336 |
| 1994-03-01 | 37.2074189492 |
| 1994-04-01 | 37.6614071121 |
| 1994-05-01 | 37.7229334216 |
| 1994-06-01 | 37.8949287964 |
| 1994-07-01 | 37.5698318003 |
| 1994-08-01 | 37.9133992578 |
| 1994-09-01 | 38.2445565938 |
| 1994-10-01 | 37.6018697534 |
| 1994-11-01 | 38.0158116948 |
| 1994-12-01 | 38.0337867440 |
| 1995-01-01 | 38.1126975960 |
| 1995-02-01 | 38.3508916105 |
| 1995-03-01 | 38.1297966448 |
| 1995-04-01 | 38.2589460694 |
| 1995-05-01 | 38.3904312672 |
| 1995-06-01 | 38.4795348077 |
| 1995-07-01 | 37.2028361172 |
| 1995-08-01 | 37.6417383683 |
| 1995-09-01 | 37.7960553476 |
| 1995-10-01 | 37.0143858184 |
| 1995-11-01 | 37.6803030797 |
| 1995-12-01 | 37.6679201265 |
| 1996-01-01 | 37.9827616485 |
| 1996-02-01 | 38.3755585662 |
| 1996-03-01 | 37.7367187288 |
| 1996-04-01 | 37.4674363080 |
| 1996-05-01 | 37.7811963440 |
| 1996-06-01 | 37.5738733206 |
| 1996-07-01 | 37.7426576125 |
| 1996-08-01 | 37.5605500322 |
| 1996-09-01 | 37.4427540130 |
| 1996-10-01 | 38.4122057456 |
| 1996-11-01 | 38.6374335075 |
| 1996-12-01 | 38.7920877585 |
| 1997-01-01 | 39.1607374120 |
| 1997-02-01 | 39.0185112566 |
| 1997-03-01 | 39.2380492143 |
| 1997-04-01 | 39.4612933487 |
| 1997-05-01 | 39.3872694910 |
| 1997-06-01 | 39.8768457376 |
| 1997-07-01 | 40.0669342431 |
| 1997-08-01 | 40.1843645526 |
| 1997-09-01 | 40.3084538044 |
| 1997-10-01 | 40.4135740760 |
| 1997-11-01 | 40.4726978553 |
| 1997-12-01 | 40.6062247270 |
| 1998-01-01 | 40.6375177481 |
| 1998-02-01 | 40.6620856000 |
| 1998-03-01 | 40.8487898678 |
| 1998-04-01 | 40.6498906034 |
| 1998-05-01 | 40.6964881497 |
| 1998-06-01 | 40.8948337446 |
| 1998-07-01 | 40.6931662300 |
| 1998-08-01 | 40.7879335038 |
| 1998-09-01 | 41.0806565910 |
| 1998-10-01 | 41.0283920205 |
| 1998-11-01 | 40.7968828645 |
| 1998-12-01 | 40.8174666781 |
| 1999-01-01 | 40.6143852452 |
| 1999-02-01 | 40.9091888055 |
| 1999-03-01 | 40.9540401154 |
| 1999-04-01 | 41.0311518936 |
| 1999-05-01 | 41.1054337987 |
| 1999-06-01 | 41.1079155597 |
| 1999-07-01 | 41.2324239008 |
| 1999-08-01 | 40.9981042108 |
| 1999-09-01 | 41.4551869951 |
| 1999-10-01 | 41.6675161554 |
| 1999-11-01 | 41.6947897842 |
| 1999-12-01 | 41.7238908856 |
| 2000-01-01 | 40.8843817915 |
| 2000-02-01 | 40.8439660309 |
| 2000-03-01 | 40.8814729548 |
| 2000-04-01 | 41.2007952804 |
| 2000-05-01 | 40.8079122883 |
| 2000-06-01 | 40.8453551612 |
| 2000-07-01 | 40.8846013553 |
| 2000-08-01 | 40.7968829573 |
| 2000-09-01 | 40.8207895380 |
| 2000-10-01 | 40.9108569780 |
| 2000-11-01 | 40.9759189070 |
| 2000-12-01 | 41.1300037920 |
| 2001-01-01 | 41.1400817494 |
| 2001-02-01 | 41.3070627158 |
| 2001-03-01 | 40.9080134813 |
| 2001-04-01 | 41.1866164800 |
| 2001-05-01 | 41.2038146939 |
| 2001-06-01 | 41.0670086949 |
| 2001-07-01 | 41.5289239318 |
| 2001-08-01 | 41.2194403091 |
| 2001-09-01 | 40.7761554954 |
| 2001-10-01 | 38.4606597741 |
| 2001-11-01 | 37.4530840254 |
| 2001-12-01 | 37.1232104296 |
| 2002-01-01 | 37.7630754475 |
| 2002-02-01 | 37.4824853269 |
| 2002-03-01 | 37.3785909546 |
| 2002-04-01 | 36.8767782901 |
| 2002-05-01 | 36.6020008061 |
| 2002-06-01 | 36.3897103990 |
| 2002-07-01 | 35.8585225983 |
| 2002-08-01 | 35.6536664165 |
| 2002-09-01 | 35.3088034133 |
| 2002-10-01 | 34.9073246342 |
| 2002-11-01 | 34.8329267557 |
| 2002-12-01 | 34.4941004005 |
| 2003-01-01 | 32.2681997991 |
| 2003-02-01 | 32.1893277924 |
| 2003-03-01 | 32.1669842665 |
| 2003-04-01 | 31.4779517878 |
| 2003-05-01 | 30.9062934584 |
| 2003-06-01 | 30.3816420376 |
| 2003-07-01 | 29.9997029213 |
| 2003-08-01 | 30.2181170636 |
| 2003-09-01 | 30.4194387638 |
| 2003-10-01 | 29.3447571300 |
| 2003-11-01 | 29.7241286686 |
| 2003-12-01 | 29.4467722093 |
| 2004-01-01 | 29.1541625101 |
| 2004-02-01 | 28.9686173835 |
| 2004-03-01 | 29.3993190274 |
| 2004-04-01 | 29.0614780663 |
| 2004-05-01 | 29.3297237889 |
| 2004-06-01 | 29.4100536850 |
| 2004-07-01 | 29.2434585263 |
| 2004-08-01 | 28.9839241302 |
| 2004-09-01 | 28.9284972111 |
| 2004-10-01 | 29.7462458385 |
| 2004-11-01 | 29.7034169546 |
| 2004-12-01 | 29.6947161501 |
| 2005-01-01 | 29.9513887824 |
| 2005-02-01 | 29.6380555291 |
| 2005-03-01 | 29.4344536840 |
| 2005-04-01 | 29.5442575885 |
| 2005-05-01 | 29.6620429737 |
| 2005-06-01 | 29.8533638735 |
| 2005-07-01 | 29.9910339755 |
| 2005-08-01 | 29.7637693231 |
| 2005-09-01 | 29.7347077128 |
| 2005-10-01 | 29.3255105408 |
| 2005-11-01 | 29.2800470968 |
| 2005-12-01 | 29.3543806893 |
| 2006-01-01 | 28.9466124354 |
| 2006-02-01 | 28.5655757580 |
| 2006-03-01 | 28.4781280169 |
| 2006-04-01 | 28.6281187114 |
| 2006-05-01 | 28.5116330184 |
| 2006-06-01 | 28.6372406593 |
| 2006-07-01 | 28.0373506612 |
| 2006-08-01 | 28.0253205213 |
| 2006-09-01 | 27.9448766798 |
| 2006-10-01 | 27.8764203502 |
| 2006-11-01 | 27.9392419800 |
| 2006-12-01 | 28.1154761952 |
| 2007-01-01 | 28.1701628764 |
| 2007-02-01 | 28.2066334058 |
| 2007-03-01 | 27.9073812018 |
| 2007-04-01 | 27.8143316322 |
| 2007-05-01 | 27.5644094925 |
| 2007-06-01 | 27.5243974048 |
| 2007-07-01 | 27.5917900453 |
| 2007-08-01 | 27.7763815473 |
| 2007-09-01 | 27.6364443884 |
| 2007-10-01 | 27.8194528425 |
| 2007-11-01 | 27.8936519019 |
| 2007-12-01 | 27.3812780717 |
| 2008-01-01 | 27.2140202953 |
| 2008-02-01 | 27.2566504207 |
| 2008-03-01 | 27.4292081281 |
| 2008-04-01 | 26.8122638398 |
| 2008-05-01 | 26.5250152638 |
| 2008-06-01 | 26.0248822859 |
| 2008-07-01 | 25.7317059610 |
| 2008-08-01 | 25.2007911756 |
| 2008-09-01 | 24.9188824004 |
| 2008-10-01 | 24.3461209514 |
| 2008-11-01 | 23.4330997536 |
| 2008-12-01 | 23.0447434483 |
| 2009-01-01 | 23.1975331356 |
| 2009-02-01 | 22.6546296525 |
| 2009-03-01 | 22.3450220412 |
| 2009-04-01 | 21.7343687299 |
| 2009-05-01 | 21.4673950203 |
| 2009-06-01 | 21.2003336652 |
| 2009-07-01 | 20.8444164341 |
| 2009-08-01 | 20.6134012750 |
| 2009-09-01 | 20.3776080253 |
| 2009-10-01 | 20.5906836975 |
| 2009-11-01 | 20.4895185116 |
| 2009-12-01 | 20.5072006944 |
| 2010-01-01 | 20.4918917637 |
| 2010-02-01 | 20.2821431491 |
| 2010-03-01 | 20.1625713740 |
| 2010-04-01 | 20.3755597644 |
| 2010-05-01 | 20.1993154636 |
| 2010-06-01 | 20.2484108327 |
| 2010-07-01 | 20.2253368600 |
| 2010-08-01 | 20.2075301845 |
| 2010-09-01 | 20.2448987589 |
| 2010-10-01 | 19.9591085100 |
| 2010-11-01 | 19.8544577452 |
| 2010-12-01 | 19.7632626397 |
| 2011-01-01 | 19.5973902889 |
| 2011-02-01 | 19.3343397748 |
| 2011-03-01 | 19.3928076383 |
| 2011-04-01 | 19.4066015827 |
| 2011-05-01 | 19.4145037449 |
| 2011-06-01 | 19.3629710759 |
| 2011-07-01 | 19.3958485816 |
| 2011-08-01 | 19.3937907632 |
| 2011-09-01 | 19.4071036190 |
| 2011-10-01 | 19.3620679296 |
| 2011-11-01 | 19.4407475794 |
| 2011-12-01 | 19.4351965278 |
| 2012-01-01 | 19.4069243978 |
| 2012-02-01 | 19.4737728301 |
| 2012-03-01 | 19.5240066957 |
| 2012-04-01 | 19.4211854747 |
| 2012-05-01 | 19.6196871884 |
| 2012-06-01 | 19.5597683259 |
| 2012-07-01 | 19.8603410736 |
| 2012-08-01 | 20.0739180356 |
| 2012-09-01 | 20.1899352628 |
| 2012-10-01 | 20.3767522200 |
| 2012-11-01 | 20.4265079590 |
| 2012-12-01 | 20.6392573916 |
| 2013-01-01 | 20.6260694114 |
| 2013-02-01 | 20.7978755046 |
| 2013-03-01 | 21.0588659253 |
| 2013-04-01 | 21.0194380350 |
| 2013-05-01 | 21.1090475327 |
| 2013-06-01 | 21.1362753205 |
| 2013-07-01 | 21.3232324702 |
| 2013-08-01 | 21.3581730102 |
| 2013-09-01 | 21.3647397531 |
| 2013-10-01 | 21.6060961610 |
| 2013-11-01 | 21.7273327925 |
| 2013-12-01 | 21.8700667908 |
| 2014-01-01 | 22.0474903017 |
| 2014-02-01 | 22.1224479521 |
| 2014-03-01 | 22.2901288781 |
| 2014-04-01 | 22.2994791806 |
| 2014-05-01 | 22.4837222563 |
| 2014-06-01 | 22.7039112204 |
| 2014-07-01 | 22.5877732659 |
| 2014-08-01 | 22.8412987163 |
| 2014-09-01 | 23.0496998330 |
| 2014-10-01 | 23.1364546193 |
| 2014-11-01 | 23.3339680580 |
| 2014-12-01 | 23.5158447449 |
| 2015-01-01 | 23.7550950422 |
| 2015-02-01 | 23.9504394063 |
| 2015-03-01 | 23.9272382134 |
| 2015-04-01 | 24.1695039712 |
| 2015-05-01 | 24.1553178353 |
| 2015-06-01 | 24.2738398394 |
| 2015-07-01 | 24.3559658647 |
| 2015-08-01 | 24.5176323604 |
| 2015-09-01 | 24.4405686629 |
| 2015-10-01 | 25.1624760103 |
| 2015-11-01 | 25.0448158952 |
| 2015-12-01 | 25.1642998067 |
| 2016-01-01 | 25.2595372926 |
| 2016-02-01 | 25.4723377888 |
| 2016-03-01 | 25.5503036650 |
| 2016-04-01 | 25.7439805595 |
| 2016-05-01 | 25.8149794889 |
| 2016-06-01 | 25.9652449924 |
| 2016-07-01 | 25.9462100992 |
| 2016-08-01 | 25.9008363952 |
| 2016-09-01 | 25.9460664293 |
| 2016-10-01 | 25.7712075112 |
| 2016-11-01 | 25.8475939550 |
| 2016-12-01 | 25.7951137940 |
| 2017-01-01 | 25.7520662255 |
| 2017-02-01 | 25.6851784049 |
| 2017-03-01 | 25.6531524409 |
| 2017-04-01 | 26.1345117044 |
| 2017-05-01 | 26.2773454479 |
| 2017-06-01 | 26.3864261055 |
| 2017-07-01 | 26.8552092924 |
| 2017-08-01 | 26.8914492713 |
| 2017-09-01 | 26.6721879052 |
| 2017-10-01 | 26.4540655862 |
| 2017-11-01 | 26.3507691405 |
| 2017-12-01 | 26.4997988538 |
| 2018-01-01 | 26.6375884175 |
| 2018-02-01 | 26.5799639581 |
| 2018-03-01 | 26.5283628622 |
| 2018-04-01 | 26.6347136718 |
| 2018-05-01 | 26.6462678843 |
| 2018-06-01 | 27.1417301273 |
| 2018-07-01 | 27.0872659803 |
| 2018-08-01 | 27.2048131426 |
| 2018-09-01 | 27.0150613379 |
| 2018-10-01 | 27.3182478227 |
| 2018-11-01 | 27.3453247310 |
| 2018-12-01 | 27.3812879791 |
| 2019-01-01 | 27.3947917246 |
| 2019-02-01 | 27.7557432632 |
| 2019-03-01 | 27.8931006777 |
| 2019-04-01 | 27.7364426175 |
| 2019-05-01 | 27.9432769634 |
| 2019-06-01 | 28.5111412314 |
| 2019-07-01 | 27.6293660816 |
| 2019-08-01 | 27.6433141160 |
| 2019-09-01 | 27.7671828340 |
| 2019-10-01 | 27.7746842149 |
| 2019-11-01 | 27.8359544901 |
| 2019-12-01 | 27.7497996541 |
| 2020-01-01 | 27.5475140805 |
| 2020-02-01 | 27.1998342163 |
| 2020-03-01 | 26.1428756744 |
| 2020-04-01 | 21.0390124698 |
| 2020-05-01 | 19.7605603433 |
| 2020-06-01 | 19.4752485355 |
| 2020-07-01 | 17.0907917508 |
| 2020-08-01 | 17.0138737594 |
| 2020-09-01 | 16.8060534830 |
| 2020-10-01 | 16.7376756024 |
| 2020-11-01 | 16.5175989161 |
| 2020-12-01 | 16.6105981064 |
| 2021-01-01 | 15.6913568658 |
| 2021-02-01 | 15.9358447429 |
| 2021-03-01 | 16.0995064352 |
| 2021-04-01 | 16.3283702305 |
| 2021-05-01 | 16.4017677617 |
| 2021-06-01 | 16.9320649274 |
| 2021-07-01 | 17.6420496830 |
| 2021-08-01 | 17.8902521027 |
| 2021-09-01 | 18.1310911546 |
| 2021-10-01 | 18.6118364671 |
| 2021-11-01 | 18.9009533838 |
| 2021-12-01 | 19.3810527708 |
| 2022-01-01 | 19.3476216489 |
| 2022-02-01 | 19.3694024039 |
| 2022-03-01 | 19.5555647094 |
| 2022-04-01 | 19.8159903657 |
| 2022-05-01 | 19.9439781751 |
| 2022-06-01 | 20.1740663262 |
| 2022-07-01 | 20.2876286265 |
| 2022-08-01 | 20.3595576913 |
| 2022-09-01 | 20.6451433646 |
| 2022-10-01 | 20.6990453940 |
| 2022-11-01 | 20.8835663641 |
| 2022-12-01 | 21.0587128112 |
| 2023-01-01 | 21.1089493742 |
| 2023-02-01 | 21.2182782472 |
| 2023-03-01 | 21.2220832208 |
| 2023-04-01 | 20.9040377222 |
| 2023-05-01 | 20.9876205164 |
| 2023-06-01 | 20.9966954986 |
| 2023-07-01 | 20.8182920540 |
| 2023-08-01 | 20.7092249293 |
| 2023-09-01 | 20.7556756942 |
| 2023-10-01 | 20.6926000033 |
| 2023-11-01 | 20.6717133043 |
| 2023-12-01 | 20.6450971652 |
| 2024-01-01 | 21.0908628375 |
| 2024-02-01 | 20.7784859378 |
| 2024-03-01 | 20.6893417713 |
| 2024-04-01 | 20.7059180298 |
| 2024-05-01 | 20.6113542760 |
| 2024-06-01 | 20.6004785385 |
| 2024-07-01 | 20.7505460849 |
| 2024-08-01 | 20.7421573985 |
| 2024-09-01 | 20.7618482059 |
| 2024-10-01 | 20.7898584854 |
| 2024-11-01 | 20.7617032821 |
| 2024-12-01 | 20.6313200488 |
| 2025-01-01 | 20.6796239792 |
| 2025-02-01 | 20.6613104309 |
| 2025-03-01 | 20.6716759782 |
| 2025-04-01 | 20.9082184981 |
| 2025-05-01 | 20.9231231192 |
| 2025-06-01 | 20.6033814011 |
| 2025-07-01 | 20.5699974920 |
| 2025-08-01 | 20.5526676955 |
| 2025-09-01 | 20.4649363116 |
| 2025-10-01 | 20.4860011013 |
| 2025-11-01 | 20.4585798769 |
| 2025-12-01 | 20.5240547011 |
| 2026-01-01 | 20.3762594527 |
| 2026-02-01 | 20.3567818927 |
| 2026-03-01 | 20.3656381586 |
| 2026-04-01 | 20.2117728471 |
| 2026-05-01 | 20.2215969689 |
| 2026-06-01 | 20.3073199227 |
| 2026-07-01 | 20.0811005533 |
| 2026-08-01 | 20.2471505976 |
| 2026-09-01 | 20.2722899017 |