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 2024-11-01 |
| Last Updated | 2024-12-21 7:08 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 | 14.1308211892047000 |
| 1990-02-01 | 14.1489382682130000 |
| 1990-03-01 | 14.1157135430018010 |
| 1990-04-01 | 13.9403886339838010 |
| 1990-05-01 | 13.8861170248184020 |
| 1990-06-01 | 13.7877934491090990 |
| 1990-07-01 | 13.6571913267515000 |
| 1990-08-01 | 13.7141906243917000 |
| 1990-09-01 | 13.6920893880240020 |
| 1990-10-01 | 13.4748330202035000 |
| 1990-11-01 | 13.3598006108377000 |
| 1990-12-01 | 13.4877908848745000 |
| 1991-01-01 | 13.4387468505840000 |
| 1991-02-01 | 13.1462449201359010 |
| 1991-03-01 | 12.9257091858392000 |
| 1991-04-01 | 13.3298528221225000 |
| 1991-05-01 | 13.3890486354284000 |
| 1991-06-01 | 13.2806510331259990 |
| 1991-07-01 | 13.3538115698920000 |
| 1991-08-01 | 13.3173435761070990 |
| 1991-09-01 | 13.2891945995425010 |
| 1991-10-01 | 13.3734246973058000 |
| 1991-11-01 | 13.5600181398273990 |
| 1991-12-01 | 13.3031782241581990 |
| 1992-01-01 | 12.5398536468913000 |
| 1992-02-01 | 12.5428349225758000 |
| 1992-03-01 | 12.5456849588348010 |
| 1992-04-01 | 12.4062202770430990 |
| 1992-05-01 | 12.1912979366311000 |
| 1992-06-01 | 12.3726983754907000 |
| 1992-07-01 | 12.5432439071019000 |
| 1992-08-01 | 12.3201745040113000 |
| 1992-09-01 | 12.1938946444671980 |
| 1992-10-01 | 12.1709909019083000 |
| 1992-11-01 | 12.1510719450618010 |
| 1992-12-01 | 12.1390428692401980 |
| 1993-01-01 | 11.8395187714930990 |
| 1993-02-01 | 11.7336176713410000 |
| 1993-03-01 | 11.8710974908158990 |
| 1993-04-01 | 11.5801850221798990 |
| 1993-05-01 | 11.3835564490146000 |
| 1993-06-01 | 11.4679472762134010 |
| 1993-07-01 | 11.3328663011810990 |
| 1993-08-01 | 11.2111850034228020 |
| 1993-09-01 | 11.3030174654392000 |
| 1993-10-01 | 11.3752298407904000 |
| 1993-11-01 | 11.3470241914600990 |
| 1993-12-01 | 11.4797558833753000 |
| 1994-01-01 | 11.4344650862674000 |
| 1994-02-01 | 11.6280876350440000 |
| 1994-03-01 | 11.5940980985609000 |
| 1994-04-01 | 11.8447075149766000 |
| 1994-05-01 | 11.9732685518273990 |
| 1994-06-01 | 12.0655511464622000 |
| 1994-07-01 | 12.1231807678933000 |
| 1994-08-01 | 12.2029586379063000 |
| 1994-09-01 | 12.3204126709310980 |
| 1994-10-01 | 12.2743684666184000 |
| 1994-11-01 | 12.3527918487696980 |
| 1994-12-01 | 12.3161935447296000 |
| 1995-01-01 | 12.5301878947237000 |
| 1995-02-01 | 12.5195281546761980 |
| 1995-03-01 | 12.5009364359414000 |
| 1995-04-01 | 12.5180405144608000 |
| 1995-05-01 | 12.4603519704469000 |
| 1995-06-01 | 12.4716144688996000 |
| 1995-07-01 | 11.8200296078149000 |
| 1995-08-01 | 11.8849282983729000 |
| 1995-09-01 | 11.9343642932301000 |
| 1995-10-01 | 11.6826943535428000 |
| 1995-11-01 | 11.9729973942175980 |
| 1995-12-01 | 11.8412224937950000 |
| 1996-01-01 | 11.9180780975052000 |
| 1996-02-01 | 11.9143184781972000 |
| 1996-03-01 | 11.8860005464185000 |
| 1996-04-01 | 11.9939021045984010 |
| 1996-05-01 | 12.1560709001736000 |
| 1996-06-01 | 12.0871002086709000 |
| 1996-07-01 | 12.4161177738413000 |
| 1996-08-01 | 12.1761658720114990 |
| 1996-09-01 | 12.0515896018316010 |
| 1996-10-01 | 12.0878728048480000 |
| 1996-11-01 | 12.0923220861120980 |
| 1996-12-01 | 12.0560488042143010 |
| 1997-01-01 | 12.5065015011170000 |
| 1997-02-01 | 12.3082396943440990 |
| 1997-03-01 | 12.4504480582837000 |
| 1997-04-01 | 12.5805965796156000 |
| 1997-05-01 | 12.5633052010384020 |
| 1997-06-01 | 12.7042254365643000 |
| 1997-07-01 | 12.4157648872690000 |
| 1997-08-01 | 12.3666966150634000 |
| 1997-09-01 | 12.3736592380232000 |
| 1997-10-01 | 12.5951878598556000 |
| 1997-11-01 | 12.5104785182576000 |
| 1997-12-01 | 12.6541940974583010 |
| 1998-01-01 | 12.5952894010446000 |
| 1998-02-01 | 12.6014167157773010 |
| 1998-03-01 | 12.7062862576635000 |
| 1998-04-01 | 12.5725092823044020 |
| 1998-05-01 | 12.5799270390023010 |
| 1998-06-01 | 12.7200993586221000 |
| 1998-07-01 | 12.8193534625557000 |
| 1998-08-01 | 12.9716963613007000 |
| 1998-09-01 | 12.9948922753768020 |
| 1998-10-01 | 12.7963430850735000 |
| 1998-11-01 | 12.9237170840431000 |
| 1998-12-01 | 12.9402525898415000 |
| 1999-01-01 | 12.9759814758484000 |
| 1999-02-01 | 13.0967293324838020 |
| 1999-03-01 | 13.1645944487037000 |
| 1999-04-01 | 13.1780796010955000 |
| 1999-05-01 | 13.1999468519909000 |
| 1999-06-01 | 13.2302418291158010 |
| 1999-07-01 | 13.3320264861753020 |
| 1999-08-01 | 13.2752313629938000 |
| 1999-09-01 | 13.4093084521853020 |
| 1999-10-01 | 13.4048269855672000 |
| 1999-11-01 | 13.4331980570054000 |
| 1999-12-01 | 13.4289686407266000 |
| 2000-01-01 | 13.4377226880561000 |
| 2000-02-01 | 13.4878007842301000 |
| 2000-03-01 | 13.5287671919358980 |
| 2000-04-01 | 13.5896100969823000 |
| 2000-05-01 | 13.4148174262770980 |
| 2000-06-01 | 13.4463225139191990 |
| 2000-07-01 | 13.3530806382749020 |
| 2000-08-01 | 13.3896746960658000 |
| 2000-09-01 | 13.3181001082955000 |
| 2000-10-01 | 13.4184036078040000 |
| 2000-11-01 | 13.4311494211196990 |
| 2000-12-01 | 13.5140729094959990 |
| 2001-01-01 | 13.4814276140637000 |
| 2001-02-01 | 13.5862211803152000 |
| 2001-03-01 | 13.4037083510256970 |
| 2001-04-01 | 13.4020402621770000 |
| 2001-05-01 | 13.7213647160112000 |
| 2001-06-01 | 13.6619962645196990 |
| 2001-07-01 | 13.8833341701270980 |
| 2001-08-01 | 13.9048512604885000 |
| 2001-09-01 | 13.7316997822665000 |
| 2001-10-01 | 12.6360938097656000 |
| 2001-11-01 | 12.2235592241704990 |
| 2001-12-01 | 11.9929692791958000 |
| 2002-01-01 | 12.7218023621010000 |
| 2002-02-01 | 12.5812404038517000 |
| 2002-03-01 | 12.5862228020790000 |
| 2002-04-01 | 12.1151058854118000 |
| 2002-05-01 | 12.2174105698412000 |
| 2002-06-01 | 12.3801712452946000 |
| 2002-07-01 | 12.3166843516668010 |
| 2002-08-01 | 12.3324320160212000 |
| 2002-09-01 | 12.2423786688259000 |
| 2002-10-01 | 12.1525987036416990 |
| 2002-11-01 | 12.0120543932745000 |
| 2002-12-01 | 11.9618454867973010 |
| 2003-01-01 | 11.9657038724936980 |
| 2003-02-01 | 11.8842501100492000 |
| 2003-03-01 | 11.7767440481685000 |
| 2003-04-01 | 11.5256868011998000 |
| 2003-05-01 | 11.3139067895585000 |
| 2003-06-01 | 11.1860542598623010 |
| 2003-07-01 | 11.1489898397918000 |
| 2003-08-01 | 11.1635409571180000 |
| 2003-09-01 | 11.2436116591381000 |
| 2003-10-01 | 11.2700718218559000 |
| 2003-11-01 | 11.4070429536306000 |
| 2003-12-01 | 11.5326273806566000 |
| 2004-01-01 | 11.6256085374733010 |
| 2004-02-01 | 11.5763593261418020 |
| 2004-03-01 | 11.6714679401675010 |
| 2004-04-01 | 11.7292859007478000 |
| 2004-05-01 | 11.8160392211399010 |
| 2004-06-01 | 11.6902275738285990 |
| 2004-07-01 | 11.5707155165198990 |
| 2004-08-01 | 11.7009815876710980 |
| 2004-09-01 | 11.6360179418513020 |
| 2004-10-01 | 12.0818677680099020 |
| 2004-11-01 | 12.1081428903404990 |
| 2004-12-01 | 12.0053870390498020 |
| 2005-01-01 | 12.4981381833142000 |
| 2005-02-01 | 12.4691611477391000 |
| 2005-03-01 | 12.4777084772819000 |
| 2005-04-01 | 12.3188892543491980 |
| 2005-05-01 | 12.3252975090838000 |
| 2005-06-01 | 12.2912308493085000 |
| 2005-07-01 | 12.1804573309560990 |
| 2005-08-01 | 12.1285582910190000 |
| 2005-09-01 | 11.9345278733096000 |
| 2005-10-01 | 11.9810405264971000 |
| 2005-11-01 | 11.9129244009959000 |
| 2005-12-01 | 11.8910273966179980 |
| 2006-01-01 | 11.6875611087656000 |
| 2006-02-01 | 11.5525923572599000 |
| 2006-03-01 | 11.4838547612730010 |
| 2006-04-01 | 11.7106933134151990 |
| 2006-05-01 | 11.5381049152960990 |
| 2006-06-01 | 11.4947157587508000 |
| 2006-07-01 | 11.3823414717125980 |
| 2006-08-01 | 11.3461791378011000 |
| 2006-09-01 | 11.4350569110097010 |
| 2006-10-01 | 11.3681209212714000 |
| 2006-11-01 | 11.4165572003574990 |
| 2006-12-01 | 11.4839618829813000 |
| 2007-01-01 | 11.8825447107588000 |
| 2007-02-01 | 11.7431134056960000 |
| 2007-03-01 | 11.6968519604448020 |
| 2007-04-01 | 11.8042914614210000 |
| 2007-05-01 | 11.8533312452177000 |
| 2007-06-01 | 11.9956007561499000 |
| 2007-07-01 | 12.1792275723761000 |
| 2007-08-01 | 12.1515070347099000 |
| 2007-09-01 | 12.2334476189743010 |
| 2007-10-01 | 12.2489168948775010 |
| 2007-11-01 | 12.2160909764033000 |
| 2007-12-01 | 12.2858979840391000 |
| 2008-01-01 | 12.2873051622161980 |
| 2008-02-01 | 12.2364918936846990 |
| 2008-03-01 | 12.1058150863999000 |
| 2008-04-01 | 12.0039036276638010 |
| 2008-05-01 | 11.7721865905429010 |
| 2008-06-01 | 11.5976073577433020 |
| 2008-07-01 | 11.4743602290698000 |
| 2008-08-01 | 11.2497319497406010 |
| 2008-09-01 | 10.9289135447085000 |
| 2008-10-01 | 10.7272343884070000 |
| 2008-11-01 | 10.4085200374500000 |
| 2008-12-01 | 10.0837348223941990 |
| 2009-01-01 | 10.4975917716583020 |
| 2009-02-01 | 10.2407967622911000 |
| 2009-03-01 | 10.0229375843518010 |
| 2009-04-01 | 9.7086868762396000 |
| 2009-05-01 | 9.4809359818886800 |
| 2009-06-01 | 9.2049961533674090 |
| 2009-07-01 | 8.9618065832932120 |
| 2009-08-01 | 8.8388372783920000 |
| 2009-09-01 | 8.7253341731952200 |
| 2009-10-01 | 8.9102876196329710 |
| 2009-11-01 | 8.6902109638543710 |
| 2009-12-01 | 8.6828171110657000 |
| 2010-01-01 | 8.8172770543645400 |
| 2010-02-01 | 8.6513790796570300 |
| 2010-03-01 | 8.6398495415123700 |
| 2010-04-01 | 8.6208025761156700 |
| 2010-05-01 | 8.5785101000680200 |
| 2010-06-01 | 8.6104047050038600 |
| 2010-07-01 | 8.5469162178536000 |
| 2010-08-01 | 8.6270283055690590 |
| 2010-09-01 | 8.5219552279349400 |
| 2010-10-01 | 8.1981056876076400 |
| 2010-11-01 | 8.2769156155931300 |
| 2010-12-01 | 8.2778428055037700 |
| 2011-01-01 | 8.0312957197063000 |
| 2011-02-01 | 7.9654988795546510 |
| 2011-03-01 | 7.9649665158414900 |
| 2011-04-01 | 7.9323115438320200 |
| 2011-05-01 | 7.8681716648428610 |
| 2011-06-01 | 7.9119801923286700 |
| 2011-07-01 | 7.8304716084886690 |
| 2011-08-01 | 7.8136500244629000 |
| 2011-09-01 | 7.8143193127113095 |
| 2011-10-01 | 7.7971038016128205 |
| 2011-11-01 | 7.7751975240841900 |
| 2011-12-01 | 7.8776568715996910 |
| 2012-01-01 | 7.6360152533102310 |
| 2012-02-01 | 7.6758607520513090 |
| 2012-03-01 | 7.5866646159919500 |
| 2012-04-01 | 7.6374896644596700 |
| 2012-05-01 | 7.7577263135789600 |
| 2012-06-01 | 7.7133563222554510 |
| 2012-07-01 | 7.8124524200079595 |
| 2012-08-01 | 7.8023564253000700 |
| 2012-09-01 | 7.8145821621313605 |
| 2012-10-01 | 7.7978387383351800 |
| 2012-11-01 | 7.8861220443077100 |
| 2012-12-01 | 7.8835172460719500 |
| 2013-01-01 | 7.8257232296517000 |
| 2013-02-01 | 7.8788407245746300 |
| 2013-03-01 | 7.9049737671883710 |
| 2013-04-01 | 7.9400309064094010 |
| 2013-05-01 | 7.9442638868928706 |
| 2013-06-01 | 7.9162462599601310 |
| 2013-07-01 | 7.9970452520391610 |
| 2013-08-01 | 7.9927446633283195 |
| 2013-09-01 | 8.0209282858852400 |
| 2013-10-01 | 8.1002611737500000 |
| 2013-11-01 | 8.0989048527611400 |
| 2013-12-01 | 8.1972358038520990 |
| 2014-01-01 | 8.3114833357784700 |
| 2014-02-01 | 8.2760281120351800 |
| 2014-03-01 | 8.3148738626722190 |
| 2014-04-01 | 8.3381239777740800 |
| 2014-05-01 | 8.3307933857025600 |
| 2014-06-01 | 8.4205563035487590 |
| 2014-07-01 | 8.3863257245662410 |
| 2014-08-01 | 8.4869570083322310 |
| 2014-09-01 | 8.5345435598107200 |
| 2014-10-01 | 8.5010473697375500 |
| 2014-11-01 | 8.5099538340045180 |
| 2014-12-01 | 8.5079269486846790 |
| 2015-01-01 | 8.6969441594622600 |
| 2015-02-01 | 8.7730714043993700 |
| 2015-03-01 | 8.7175047590689700 |
| 2015-04-01 | 8.7405549661692000 |
| 2015-05-01 | 8.7213917969275100 |
| 2015-06-01 | 8.7154074713836300 |
| 2015-07-01 | 8.7837180218741800 |
| 2015-08-01 | 8.7853490399044100 |
| 2015-09-01 | 8.7463180247140000 |
| 2015-10-01 | 8.8035780685238210 |
| 2015-11-01 | 8.8157237980441800 |
| 2015-12-01 | 8.8155347032591520 |
| 2016-01-01 | 8.8861211482336900 |
| 2016-02-01 | 8.8677038427084700 |
| 2016-03-01 | 8.9174156300062700 |
| 2016-04-01 | 8.9409671559562880 |
| 2016-05-01 | 9.0173842366604500 |
| 2016-06-01 | 9.1091326217665710 |
| 2016-07-01 | 8.9864757288041890 |
| 2016-08-01 | 8.9883781741811800 |
| 2016-09-01 | 9.0626161326364300 |
| 2016-10-01 | 9.1038548315167600 |
| 2016-11-01 | 9.1175097808045700 |
| 2016-12-01 | 9.0121882943242290 |
| 2017-01-01 | 9.0771133056720600 |
| 2017-02-01 | 9.1582446739966300 |
| 2017-03-01 | 9.1108786274534490 |
| 2017-04-01 | 9.3454590019611900 |
| 2017-05-01 | 9.2187537479007880 |
| 2017-06-01 | 9.2066176105680990 |
| 2017-07-01 | 9.2934818237315500 |
| 2017-08-01 | 9.3023283809795390 |
| 2017-09-01 | 9.4772128300277600 |
| 2017-10-01 | 9.2057852127338700 |
| 2017-11-01 | 9.2111823456773490 |
| 2017-12-01 | 9.2020947976524200 |
| 2018-01-01 | 9.0659501254941500 |
| 2018-02-01 | 9.0373546182722590 |
| 2018-03-01 | 9.1032249916428000 |
| 2018-04-01 | 9.0469263154717200 |
| 2018-05-01 | 9.1285553158158910 |
| 2018-06-01 | 9.2178468548234700 |
| 2018-07-01 | 9.2049032965090300 |
| 2018-08-01 | 9.2210993866408300 |
| 2018-09-01 | 9.1911708245531700 |
| 2018-10-01 | 9.2084131397733680 |
| 2018-11-01 | 9.2001161463067210 |
| 2018-12-01 | 9.1861905192241090 |
| 2019-01-01 | 9.2475214434512300 |
| 2019-02-01 | 9.2120893480460510 |
| 2019-03-01 | 9.1896019114979800 |
| 2019-04-01 | 9.2492092331942000 |
| 2019-05-01 | 9.2465572912944300 |
| 2019-06-01 | 9.2352754785637900 |
| 2019-07-01 | 9.1216665285013000 |
| 2019-08-01 | 9.1459594364068800 |
| 2019-09-01 | 9.0969573204992890 |
| 2019-10-01 | 9.1103043607275000 |
| 2019-11-01 | 8.9860598057055700 |
| 2019-12-01 | 9.0784723583696700 |
| 2020-01-01 | 9.0208538113809490 |
| 2020-02-01 | 8.9819379022997300 |
| 2020-03-01 | 8.4826782416444100 |
| 2020-04-01 | 6.6468372241942310 |
| 2020-05-01 | 6.3606892951315400 |
| 2020-06-01 | 6.2613487771146294 |
| 2020-07-01 | 5.5428713309880700 |
| 2020-08-01 | 5.3658493736414300 |
| 2020-09-01 | 5.2966932408831000 |
| 2020-10-01 | 5.2120556088414505 |
| 2020-11-01 | 5.1700870102228600 |
| 2020-12-01 | 5.1759349033267100 |
| 2021-01-01 | 4.9972200017521800 |
| 2021-02-01 | 4.9598276118886600 |
| 2021-03-01 | 5.0747582909101100 |
| 2021-04-01 | 4.8453485541311200 |
| 2021-05-01 | 4.7704515348228600 |
| 2021-06-01 | 4.7854232442406510 |
| 2021-07-01 | 5.0612955751324500 |
| 2021-08-01 | 5.1800585080517100 |
| 2021-09-01 | 5.1874482037549700 |
| 2021-10-01 | 5.4148882060732600 |
| 2021-11-01 | 5.5536061188545895 |
| 2021-12-01 | 5.5799001718187204 |
| 2022-01-01 | 5.6841974102048400 |
| 2022-02-01 | 5.7466094045179900 |
| 2022-03-01 | 5.7735307340247000 |
| 2022-04-01 | 5.8433421633843300 |
| 2022-05-01 | 5.8725983472871200 |
| 2022-06-01 | 5.9030559244853400 |
| 2022-07-01 | 5.9758250123814910 |
| 2022-08-01 | 5.9805412341990800 |
| 2022-09-01 | 6.0757826506102095 |
| 2022-10-01 | 6.1199045957480900 |
| 2022-11-01 | 6.1414177211212095 |
| 2022-12-01 | 6.1847201097058200 |
| 2023-01-01 | 6.2817083462863600 |
| 2023-02-01 | 6.3462676014846690 |
| 2023-03-01 | 6.3711855459757990 |
| 2023-04-01 | 6.4429595211387190 |
| 2023-05-01 | 6.4718444787461400 |
| 2023-06-01 | 6.4090431537825000 |
| 2023-07-01 | 6.3831726396277000 |
| 2023-08-01 | 6.3754169557391300 |
| 2023-09-01 | 6.3647953281717890 |
| 2023-10-01 | 6.3241555830278600 |
| 2023-11-01 | 6.3382842133632500 |
| 2023-12-01 | 6.2911068433411800 |
| 2024-01-01 | 6.2828727401633700 |
| 2024-02-01 | 6.2510728261005100 |
| 2024-03-01 | 6.2725072556975200 |
| 2024-04-01 | 6.2404950602762010 |
| 2024-05-01 | 6.2667277773983300 |
| 2024-06-01 | 6.3078968099149690 |
| 2024-07-01 | 6.2888401677696300 |
| 2024-08-01 | 6.3679219080298700 |
| 2024-09-01 | 6.3590056664836200 |
| 2024-10-01 | 6.3270567575617100 |
| 2024-11-01 | 6.3415630031699500 |
