Table Data - All Employees: Professional and Business Services: Travel Arrangement and Reservation Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Travel Arrangement and Reservation Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846056150001SA |
| 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 3:33 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 | 14.13176516160560 |
| 1990-02-01 | 14.14273784767330 |
| 1990-03-01 | 14.11013108930270 |
| 1990-04-01 | 13.94126902446740 |
| 1990-05-01 | 13.88725606389480 |
| 1990-06-01 | 13.78911331203040 |
| 1990-07-01 | 13.65931954636150 |
| 1990-08-01 | 13.71502808579950 |
| 1990-09-01 | 13.69273165722890 |
| 1990-10-01 | 13.47530521565650 |
| 1990-11-01 | 13.36244661032140 |
| 1990-12-01 | 13.48837990538610 |
| 1991-01-01 | 13.43969283243150 |
| 1991-02-01 | 13.14093327187570 |
| 1991-03-01 | 12.91955162470640 |
| 1991-04-01 | 13.33074179963220 |
| 1991-05-01 | 13.39008413525020 |
| 1991-06-01 | 13.28189427671240 |
| 1991-07-01 | 13.35579514343280 |
| 1991-08-01 | 13.31821689566000 |
| 1991-09-01 | 13.28987028394950 |
| 1991-10-01 | 13.37391158223720 |
| 1991-11-01 | 13.56239707417960 |
| 1991-12-01 | 13.30381892792300 |
| 1992-01-01 | 12.54100914051980 |
| 1992-02-01 | 12.53854791093650 |
| 1992-03-01 | 12.53902325650370 |
| 1992-04-01 | 12.40708971833630 |
| 1992-05-01 | 12.19200896561250 |
| 1992-06-01 | 12.37341322497680 |
| 1992-07-01 | 12.54540717815890 |
| 1992-08-01 | 12.32127769626790 |
| 1992-09-01 | 12.19468518663810 |
| 1992-10-01 | 12.17129945883340 |
| 1992-11-01 | 12.15325765676090 |
| 1992-12-01 | 12.13956343072010 |
| 1993-01-01 | 11.84041049553850 |
| 1993-02-01 | 11.73091371075640 |
| 1993-03-01 | 11.86465120116970 |
| 1993-04-01 | 11.58047712184200 |
| 1993-05-01 | 11.38379172700840 |
| 1993-06-01 | 11.46798625288050 |
| 1993-07-01 | 11.33524610220750 |
| 1993-08-01 | 11.21248885773300 |
| 1993-09-01 | 11.30401401752390 |
| 1993-10-01 | 11.37549058754830 |
| 1993-11-01 | 11.34885613472320 |
| 1993-12-01 | 11.48070083121550 |
| 1994-01-01 | 11.43469096568790 |
| 1994-02-01 | 11.62660053956270 |
| 1994-03-01 | 11.58816160646030 |
| 1994-04-01 | 11.84450207537600 |
| 1994-05-01 | 11.97303165401640 |
| 1994-06-01 | 12.06486157119790 |
| 1994-07-01 | 12.12568979861670 |
| 1994-08-01 | 12.20463628366480 |
| 1994-09-01 | 12.32187481289630 |
| 1994-10-01 | 12.27397907803330 |
| 1994-11-01 | 12.35460675946500 |
| 1994-12-01 | 12.31754395542250 |
| 1995-01-01 | 12.52944075128240 |
| 1995-02-01 | 12.51898170839680 |
| 1995-03-01 | 12.49613122672130 |
| 1995-04-01 | 12.51721026637530 |
| 1995-05-01 | 12.45979907310980 |
| 1995-06-01 | 12.47059643557510 |
| 1995-07-01 | 11.82225501838890 |
| 1995-08-01 | 11.88627927406760 |
| 1995-09-01 | 11.93675215463650 |
| 1995-10-01 | 11.68208349010570 |
| 1995-11-01 | 11.97446387784100 |
| 1995-12-01 | 11.84300754894120 |
| 1996-01-01 | 11.91674659475970 |
| 1996-02-01 | 11.91359467397940 |
| 1996-03-01 | 11.88259038680260 |
| 1996-04-01 | 11.99299283990690 |
| 1996-05-01 | 12.15540966417970 |
| 1996-06-01 | 12.08582871382190 |
| 1996-07-01 | 12.41791724307090 |
| 1996-08-01 | 12.17703708555940 |
| 1996-09-01 | 12.05477794972880 |
| 1996-10-01 | 12.08698930572570 |
| 1996-11-01 | 12.09378595257340 |
| 1996-12-01 | 12.05759156377800 |
| 1997-01-01 | 12.50486098631990 |
| 1997-02-01 | 12.30719084999230 |
| 1997-03-01 | 12.44837903225110 |
| 1997-04-01 | 12.58002331619610 |
| 1997-05-01 | 12.56276084414120 |
| 1997-06-01 | 12.70306395060640 |
| 1997-07-01 | 12.41677256136210 |
| 1997-08-01 | 12.36656319418790 |
| 1997-09-01 | 12.37727307287310 |
| 1997-10-01 | 12.59501367029790 |
| 1997-11-01 | 12.51182079567990 |
| 1997-12-01 | 12.65537899662200 |
| 1998-01-01 | 12.59321309751510 |
| 1998-02-01 | 12.60008043693860 |
| 1998-03-01 | 12.70465954618450 |
| 1998-04-01 | 12.57274383484210 |
| 1998-05-01 | 12.57988116865790 |
| 1998-06-01 | 12.72003092527010 |
| 1998-07-01 | 12.81925849780340 |
| 1998-08-01 | 12.96857714107410 |
| 1998-09-01 | 13.00012059100120 |
| 1998-10-01 | 12.79647829468720 |
| 1998-11-01 | 12.92665120867480 |
| 1998-12-01 | 12.94072076876140 |
| 1999-01-01 | 12.97303056953950 |
| 1999-02-01 | 13.09474612355900 |
| 1999-03-01 | 13.16238426184520 |
| 1999-04-01 | 13.17957909490390 |
| 1999-05-01 | 13.20061550237670 |
| 1999-06-01 | 13.23167943906270 |
| 1999-07-01 | 13.33080911366800 |
| 1999-08-01 | 13.26897441756710 |
| 1999-09-01 | 13.41589102728270 |
| 1999-10-01 | 13.40593819056280 |
| 1999-11-01 | 13.43766576478280 |
| 1999-12-01 | 13.42884198443840 |
| 2000-01-01 | 13.43393055231540 |
| 2000-02-01 | 13.48508672435380 |
| 2000-03-01 | 13.52558293051870 |
| 2000-04-01 | 13.59201383073630 |
| 2000-05-01 | 13.41619255308440 |
| 2000-06-01 | 13.44905927769070 |
| 2000-07-01 | 13.35124872824120 |
| 2000-08-01 | 13.38097428730500 |
| 2000-09-01 | 13.32553757524950 |
| 2000-10-01 | 13.41995668044110 |
| 2000-11-01 | 13.43750592587140 |
| 2000-12-01 | 13.51367509240060 |
| 2001-01-01 | 13.47692589878730 |
| 2001-02-01 | 13.58279806155790 |
| 2001-03-01 | 13.39967332555140 |
| 2001-04-01 | 13.40494605573350 |
| 2001-05-01 | 13.72311372690660 |
| 2001-06-01 | 13.66525169045780 |
| 2001-07-01 | 13.88137526749670 |
| 2001-08-01 | 13.89608157531420 |
| 2001-09-01 | 13.73770528516310 |
| 2001-10-01 | 12.63857408430150 |
| 2001-11-01 | 12.23040374252930 |
| 2001-12-01 | 11.99283623594210 |
| 2002-01-01 | 12.71741203647580 |
| 2002-02-01 | 12.57793322263430 |
| 2002-03-01 | 12.58158688123730 |
| 2002-04-01 | 12.11774944505250 |
| 2002-05-01 | 12.21929098452180 |
| 2002-06-01 | 12.38361134377150 |
| 2002-07-01 | 12.31484447787490 |
| 2002-08-01 | 12.32395356388540 |
| 2002-09-01 | 12.24691302354720 |
| 2002-10-01 | 12.15507685586550 |
| 2002-11-01 | 12.01933583134510 |
| 2002-12-01 | 11.96183922198260 |
| 2003-01-01 | 11.96197366553230 |
| 2003-02-01 | 11.88153557428760 |
| 2003-03-01 | 11.77227892094370 |
| 2003-04-01 | 11.52779704728920 |
| 2003-05-01 | 11.31545911967370 |
| 2003-06-01 | 11.18876212849900 |
| 2003-07-01 | 11.14752881617570 |
| 2003-08-01 | 11.15730748919230 |
| 2003-09-01 | 11.24537592339620 |
| 2003-10-01 | 11.27275651828950 |
| 2003-11-01 | 11.41266388974930 |
| 2003-12-01 | 11.53251889520250 |
| 2004-01-01 | 11.62372765448860 |
| 2004-02-01 | 11.57546638225520 |
| 2004-03-01 | 11.66761370601530 |
| 2004-04-01 | 11.73049058127060 |
| 2004-05-01 | 11.81712728288260 |
| 2004-06-01 | 11.69187453621610 |
| 2004-07-01 | 11.56927593396210 |
| 2004-08-01 | 11.69730883056500 |
| 2004-09-01 | 11.63554209369670 |
| 2004-10-01 | 12.08412020865580 |
| 2004-11-01 | 12.11171163447950 |
| 2004-12-01 | 12.00507416020710 |
| 2005-01-01 | 12.49803109375080 |
| 2005-02-01 | 12.47007131011990 |
| 2005-03-01 | 12.47516666013980 |
| 2005-04-01 | 12.31946974448590 |
| 2005-05-01 | 12.32579113952000 |
| 2005-06-01 | 12.29172639312350 |
| 2005-07-01 | 12.17898223753950 |
| 2005-08-01 | 12.12740482752680 |
| 2005-09-01 | 11.93207705200980 |
| 2005-10-01 | 11.98284781697860 |
| 2005-11-01 | 11.91414082711220 |
| 2005-12-01 | 11.89019130324950 |
| 2006-01-01 | 11.68925744469920 |
| 2006-02-01 | 11.55527010721640 |
| 2006-03-01 | 11.48239664088940 |
| 2006-04-01 | 11.71085846879040 |
| 2006-05-01 | 11.53829901604480 |
| 2006-06-01 | 11.49482283971250 |
| 2006-07-01 | 11.38057159624850 |
| 2006-08-01 | 11.34535883325300 |
| 2006-09-01 | 11.43296547315880 |
| 2006-10-01 | 11.36889226044070 |
| 2006-11-01 | 11.41682530792040 |
| 2006-12-01 | 11.48248190567010 |
| 2007-01-01 | 11.88500416463970 |
| 2007-02-01 | 11.74625848592190 |
| 2007-03-01 | 11.69643119451460 |
| 2007-04-01 | 11.80447847536150 |
| 2007-05-01 | 11.85339632073940 |
| 2007-06-01 | 11.99554452255480 |
| 2007-07-01 | 12.17747482143190 |
| 2007-08-01 | 12.15088250013280 |
| 2007-09-01 | 12.23208888017080 |
| 2007-10-01 | 12.24879791273260 |
| 2007-11-01 | 12.21560198073770 |
| 2007-12-01 | 12.28378454138800 |
| 2008-01-01 | 12.29020052673090 |
| 2008-02-01 | 12.23972094881100 |
| 2008-03-01 | 12.10586708547340 |
| 2008-04-01 | 12.00413809923540 |
| 2008-05-01 | 11.77228444630530 |
| 2008-06-01 | 11.59750979232890 |
| 2008-07-01 | 11.47267664612210 |
| 2008-08-01 | 11.24939474793610 |
| 2008-09-01 | 10.92843331679430 |
| 2008-10-01 | 10.72645579833730 |
| 2008-11-01 | 10.40769920224480 |
| 2008-12-01 | 10.08146660533760 |
| 2009-01-01 | 10.50029312042050 |
| 2009-02-01 | 10.24323061288000 |
| 2009-03-01 | 10.02353122628390 |
| 2009-04-01 | 9.70896718781622 |
| 2009-05-01 | 9.48102739711136 |
| 2009-06-01 | 9.20489656926989 |
| 2009-07-01 | 8.96061192345628 |
| 2009-08-01 | 8.83859088589920 |
| 2009-09-01 | 8.72528104832737 |
| 2009-10-01 | 8.90945352677037 |
| 2009-11-01 | 8.68936343824437 |
| 2009-12-01 | 8.68046112287997 |
| 2010-01-01 | 8.81963575954256 |
| 2010-02-01 | 8.65305495546452 |
| 2010-03-01 | 8.64057792241445 |
| 2010-04-01 | 8.62111572370311 |
| 2010-05-01 | 8.57859437592404 |
| 2010-06-01 | 8.61027905143134 |
| 2010-07-01 | 8.54619983781522 |
| 2010-08-01 | 8.62688255681216 |
| 2010-09-01 | 8.52205223523944 |
| 2010-10-01 | 8.19745126338990 |
| 2010-11-01 | 8.27632890016789 |
| 2010-12-01 | 8.27576662801754 |
| 2011-01-01 | 8.03309348900984 |
| 2011-02-01 | 7.96627262220435 |
| 2011-03-01 | 7.96575545705408 |
| 2011-04-01 | 7.93261077664127 |
| 2011-05-01 | 7.86821967418504 |
| 2011-06-01 | 7.91182194050039 |
| 2011-07-01 | 7.83021891353308 |
| 2011-08-01 | 7.81353597881257 |
| 2011-09-01 | 7.81450750691491 |
| 2011-10-01 | 7.79665784976647 |
| 2011-11-01 | 7.77492096199492 |
| 2011-12-01 | 7.87586470525539 |
| 2012-01-01 | 7.63720149554244 |
| 2012-02-01 | 7.67635485352328 |
| 2012-03-01 | 7.58722390357070 |
| 2012-04-01 | 7.63767277427016 |
| 2012-05-01 | 7.75776791468361 |
| 2012-06-01 | 7.71326543524857 |
| 2012-07-01 | 7.81230547573249 |
| 2012-08-01 | 7.80232915228159 |
| 2012-09-01 | 7.81476068981293 |
| 2012-10-01 | 7.79761094990652 |
| 2012-11-01 | 7.88606984325818 |
| 2012-12-01 | 7.88228745561927 |
| 2013-01-01 | 7.82632051321355 |
| 2013-02-01 | 7.87910469433924 |
| 2013-03-01 | 7.90535437596335 |
| 2013-04-01 | 7.94012033904024 |
| 2013-05-01 | 7.94429514151872 |
| 2013-06-01 | 7.91612949304040 |
| 2013-07-01 | 7.99700291126744 |
| 2013-08-01 | 7.99276004970267 |
| 2013-09-01 | 8.02104772526485 |
| 2013-10-01 | 8.10019361038534 |
| 2013-11-01 | 8.09893303432655 |
| 2013-12-01 | 8.19642023678307 |
| 2014-01-01 | 8.31180766489561 |
| 2014-02-01 | 8.27629447208806 |
| 2014-03-01 | 8.31510122021523 |
| 2014-04-01 | 8.33803560524615 |
| 2014-05-01 | 8.33085378746193 |
| 2014-06-01 | 8.42038018541477 |
| 2014-07-01 | 8.38631488911826 |
| 2014-08-01 | 8.48695883038028 |
| 2014-09-01 | 8.53451776761459 |
| 2014-10-01 | 8.50109848104302 |
| 2014-11-01 | 8.51001131176958 |
| 2014-12-01 | 8.50760711329024 |
| 2015-01-01 | 8.69716213726179 |
| 2015-02-01 | 8.77336871232965 |
| 2015-03-01 | 8.71764643674253 |
| 2015-04-01 | 8.74030596442257 |
| 2015-05-01 | 8.72143399268512 |
| 2015-06-01 | 8.71508497934608 |
| 2015-07-01 | 8.78362680337793 |
| 2015-08-01 | 8.78526425950357 |
| 2015-09-01 | 8.74619878321131 |
| 2015-10-01 | 8.80368097402748 |
| 2015-11-01 | 8.81593892564895 |
| 2015-12-01 | 8.81563559587342 |
| 2016-01-01 | 8.88644403878875 |
| 2016-02-01 | 8.86826006724779 |
| 2016-03-01 | 8.91755759876590 |
| 2016-04-01 | 8.94047287129622 |
| 2016-05-01 | 9.01710869197785 |
| 2016-06-01 | 9.10839562417336 |
| 2016-07-01 | 8.98607973954636 |
| 2016-08-01 | 8.98817548308936 |
| 2016-09-01 | 9.06241783454449 |
| 2016-10-01 | 9.10395550687247 |
| 2016-11-01 | 9.11904360254374 |
| 2016-12-01 | 9.01254533729614 |
| 2017-01-01 | 9.07741653401732 |
| 2017-02-01 | 9.15903252505277 |
| 2017-03-01 | 9.11179547171433 |
| 2017-04-01 | 9.34424834225456 |
| 2017-05-01 | 9.21664126149045 |
| 2017-06-01 | 9.20588852604783 |
| 2017-07-01 | 9.29237168220122 |
| 2017-08-01 | 9.30194674308792 |
| 2017-09-01 | 9.47742715091108 |
| 2017-10-01 | 9.20663451990334 |
| 2017-11-01 | 9.21469832116425 |
| 2017-12-01 | 9.20232238726888 |
| 2018-01-01 | 9.06653115514453 |
| 2018-02-01 | 9.03845402867758 |
| 2018-03-01 | 9.10418378913419 |
| 2018-04-01 | 9.04492682205562 |
| 2018-05-01 | 9.12319979213899 |
| 2018-06-01 | 9.21708538232237 |
| 2018-07-01 | 9.20260408451946 |
| 2018-08-01 | 9.21948748871893 |
| 2018-09-01 | 9.19660755110692 |
| 2018-10-01 | 9.20786190384418 |
| 2018-11-01 | 9.20983482896729 |
| 2018-12-01 | 9.18463393600301 |
| 2019-01-01 | 9.24722211187020 |
| 2019-02-01 | 9.21226061436218 |
| 2019-03-01 | 9.18956549104854 |
| 2019-04-01 | 9.24554943906142 |
| 2019-05-01 | 9.23727493092512 |
| 2019-06-01 | 9.23455544241013 |
| 2019-07-01 | 9.11888984149809 |
| 2019-08-01 | 9.14452930899775 |
| 2019-09-01 | 9.10961791198767 |
| 2019-10-01 | 9.11025777656436 |
| 2019-11-01 | 9.00183110914917 |
| 2019-12-01 | 9.07488166711861 |
| 2020-01-01 | 9.01862550270205 |
| 2020-02-01 | 8.97919016860567 |
| 2020-03-01 | 8.47869937782397 |
| 2020-04-01 | 6.64031424192272 |
| 2020-05-01 | 6.34780517205473 |
| 2020-06-01 | 6.25992848363877 |
| 2020-07-01 | 5.54114094879971 |
| 2020-08-01 | 5.36755819079000 |
| 2020-09-01 | 5.32104389278914 |
| 2020-10-01 | 5.21221201468413 |
| 2020-11-01 | 5.19417235625126 |
| 2020-12-01 | 5.16927262081639 |
| 2021-01-01 | 4.98963090499726 |
| 2021-02-01 | 4.95051727349857 |
| 2021-03-01 | 5.06490695407956 |
| 2021-04-01 | 4.83369429526687 |
| 2021-05-01 | 4.75347073773350 |
| 2021-06-01 | 4.78804179569467 |
| 2021-07-01 | 5.05838742977694 |
| 2021-08-01 | 5.19027532069997 |
| 2021-09-01 | 5.22666503842829 |
| 2021-10-01 | 5.41757121830666 |
| 2021-11-01 | 5.58187298199176 |
| 2021-12-01 | 5.57156052057688 |
| 2022-01-01 | 5.66777370108294 |
| 2022-02-01 | 5.72865034805320 |
| 2022-03-01 | 5.75632269770396 |
| 2022-04-01 | 5.82545183225058 |
| 2022-05-01 | 5.85049978997271 |
| 2022-06-01 | 5.91096326811045 |
| 2022-07-01 | 5.97445841337792 |
| 2022-08-01 | 6.00176530146157 |
| 2022-09-01 | 6.13156129759258 |
| 2022-10-01 | 6.12475268730342 |
| 2022-11-01 | 6.17273192670052 |
| 2022-12-01 | 6.17335511756368 |
| 2023-01-01 | 6.25501597904537 |
| 2023-02-01 | 6.32059115722299 |
| 2023-03-01 | 6.34657567243659 |
| 2023-04-01 | 6.41752834930517 |
| 2023-05-01 | 6.44641264297405 |
| 2023-06-01 | 6.42333467528360 |
| 2023-07-01 | 6.38305606719504 |
| 2023-08-01 | 6.40857845301591 |
| 2023-09-01 | 6.43289550585134 |
| 2023-10-01 | 6.43391712223889 |
| 2023-11-01 | 6.46806257593949 |
| 2023-12-01 | 6.47745898377826 |
| 2024-01-01 | 6.64762693704819 |
| 2024-02-01 | 6.52032829165802 |
| 2024-03-01 | 6.54157200156603 |
| 2024-04-01 | 6.50845744980865 |
| 2024-05-01 | 6.53864047782878 |
| 2024-06-01 | 6.52543696619566 |
| 2024-07-01 | 6.59283308244694 |
| 2024-08-01 | 6.60994732361348 |
| 2024-09-01 | 6.53500859707963 |
| 2024-10-01 | 6.54103877548153 |
| 2024-11-01 | 6.47025160954329 |
| 2024-12-01 | 6.57700601922477 |
| 2025-01-01 | 6.54444399769846 |
| 2025-02-01 | 6.52374261762775 |
| 2025-03-01 | 6.53543567791002 |
| 2025-04-01 | 6.60124736453828 |
| 2025-05-01 | 6.53556465545929 |
| 2025-06-01 | 6.52667154469212 |
| 2025-07-01 | 6.49429779445688 |
| 2025-08-01 | 6.51061657116341 |
| 2025-09-01 | 6.53745233987177 |
| 2025-10-01 | 6.54729423561219 |
| 2025-11-01 | 6.57226130631098 |
| 2025-12-01 | 6.57394007247462 |