Table Data - All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806056130001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:41 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 | 115.9610925864390 |
| 1990-02-01 | 115.3851534827260 |
| 1990-03-01 | 114.7460870633580 |
| 1990-04-01 | 110.8002273558350 |
| 1990-05-01 | 111.2176795760170 |
| 1990-06-01 | 110.6491869734360 |
| 1990-07-01 | 109.9784014436920 |
| 1990-08-01 | 109.0204290863010 |
| 1990-09-01 | 109.3440475900590 |
| 1990-10-01 | 104.0045961726920 |
| 1990-11-01 | 103.9637479779920 |
| 1990-12-01 | 101.5381649544670 |
| 1991-01-01 | 97.2998869403178 |
| 1991-02-01 | 95.4154945039128 |
| 1991-03-01 | 93.2909264705255 |
| 1991-04-01 | 94.9712560638214 |
| 1991-05-01 | 93.0416899080027 |
| 1991-06-01 | 93.0124905873948 |
| 1991-07-01 | 90.3343645781477 |
| 1991-08-01 | 89.8447464732828 |
| 1991-09-01 | 90.2103028923644 |
| 1991-10-01 | 91.3271194867180 |
| 1991-11-01 | 90.7520185629974 |
| 1991-12-01 | 90.5385570126041 |
| 1992-01-01 | 90.7842640329344 |
| 1992-02-01 | 91.2447061469794 |
| 1992-03-01 | 91.0351893029292 |
| 1992-04-01 | 94.8670925307670 |
| 1992-05-01 | 95.5375048351716 |
| 1992-06-01 | 96.6269357470598 |
| 1992-07-01 | 99.2904677507302 |
| 1992-08-01 | 100.9531438133900 |
| 1992-09-01 | 101.2463069371050 |
| 1992-10-01 | 104.3876687077400 |
| 1992-11-01 | 105.1420479584690 |
| 1992-12-01 | 105.7512483027760 |
| 1993-01-01 | 115.8516658114660 |
| 1993-02-01 | 117.8977398146640 |
| 1993-03-01 | 115.7418489693820 |
| 1993-04-01 | 113.3785149208920 |
| 1993-05-01 | 115.0382878247080 |
| 1993-06-01 | 114.6499132462940 |
| 1993-07-01 | 117.8454025104820 |
| 1993-08-01 | 118.6650329898130 |
| 1993-09-01 | 119.2602299987160 |
| 1993-10-01 | 107.9239375602950 |
| 1993-11-01 | 108.7909599536870 |
| 1993-12-01 | 110.2975309597180 |
| 1994-01-01 | 115.3979950375250 |
| 1994-02-01 | 119.7258792269830 |
| 1994-03-01 | 119.1729499159340 |
| 1994-04-01 | 117.9573285522790 |
| 1994-05-01 | 119.2478146998810 |
| 1994-06-01 | 119.5426699750760 |
| 1994-07-01 | 119.7813646388310 |
| 1994-08-01 | 119.5430798212610 |
| 1994-09-01 | 121.2020615903250 |
| 1994-10-01 | 124.9435066116860 |
| 1994-11-01 | 126.7549322863120 |
| 1994-12-01 | 129.6819611167240 |
| 1995-01-01 | 126.0425056553670 |
| 1995-02-01 | 129.2389585359110 |
| 1995-03-01 | 128.5409218817300 |
| 1995-04-01 | 130.1896261222260 |
| 1995-05-01 | 130.6968828116530 |
| 1995-06-01 | 131.9589638849430 |
| 1995-07-01 | 127.8643597991930 |
| 1995-08-01 | 130.1828188311760 |
| 1995-09-01 | 131.1215631019760 |
| 1995-10-01 | 128.5568557064420 |
| 1995-11-01 | 128.9546236155810 |
| 1995-12-01 | 130.0246576987360 |
| 1996-01-01 | 133.0258429915450 |
| 1996-02-01 | 133.9104042838570 |
| 1996-03-01 | 135.3114206246520 |
| 1996-04-01 | 138.4689085193500 |
| 1996-05-01 | 138.9469102657460 |
| 1996-06-01 | 141.3191078825620 |
| 1996-07-01 | 147.0973493702120 |
| 1996-08-01 | 146.1404096332600 |
| 1996-09-01 | 146.7340303032940 |
| 1996-10-01 | 148.5021736024070 |
| 1996-11-01 | 150.3721530293800 |
| 1996-12-01 | 153.4181060655030 |
| 1997-01-01 | 143.8015747573330 |
| 1997-02-01 | 145.6128160139500 |
| 1997-03-01 | 146.1986191994870 |
| 1997-04-01 | 147.0703586942850 |
| 1997-05-01 | 148.3698735826250 |
| 1997-06-01 | 151.8602322379250 |
| 1997-07-01 | 151.6625074666620 |
| 1997-08-01 | 153.5459132268440 |
| 1997-09-01 | 155.8452262991270 |
| 1997-10-01 | 155.7743591367390 |
| 1997-11-01 | 157.0793972552300 |
| 1997-12-01 | 158.6344474421830 |
| 1998-01-01 | 162.3196726862870 |
| 1998-02-01 | 164.5909739688750 |
| 1998-03-01 | 165.1857680013980 |
| 1998-04-01 | 166.2946505924210 |
| 1998-05-01 | 169.1862819403100 |
| 1998-06-01 | 168.1817276888940 |
| 1998-07-01 | 168.4862044060110 |
| 1998-08-01 | 171.8411162527330 |
| 1998-09-01 | 169.9524508393320 |
| 1998-10-01 | 167.5636964562940 |
| 1998-11-01 | 168.5480388663070 |
| 1998-12-01 | 170.4374987727730 |
| 1999-01-01 | 153.6885688702770 |
| 1999-02-01 | 154.9649382446110 |
| 1999-03-01 | 156.7653245544660 |
| 1999-04-01 | 169.8093569268190 |
| 1999-05-01 | 169.4805798403790 |
| 1999-06-01 | 169.6816448399180 |
| 1999-07-01 | 174.5817215450060 |
| 1999-08-01 | 175.1666840992230 |
| 1999-09-01 | 176.4816769742610 |
| 1999-10-01 | 181.8041612056970 |
| 1999-11-01 | 182.8941437351010 |
| 1999-12-01 | 186.9118560375000 |
| 2000-01-01 | 182.8791738440000 |
| 2000-02-01 | 184.0563590173830 |
| 2000-03-01 | 185.2470576466930 |
| 2000-04-01 | 192.1431775492820 |
| 2000-05-01 | 190.0946267188990 |
| 2000-06-01 | 191.5991552675120 |
| 2000-07-01 | 191.8934249870100 |
| 2000-08-01 | 190.3161820584630 |
| 2000-09-01 | 190.9022394728700 |
| 2000-10-01 | 193.1871969548510 |
| 2000-11-01 | 191.5590962324870 |
| 2000-12-01 | 190.9489260815610 |
| 2001-01-01 | 190.1553711609440 |
| 2001-02-01 | 190.0937235999980 |
| 2001-03-01 | 188.5156049095100 |
| 2001-04-01 | 180.1375738076040 |
| 2001-05-01 | 180.4709623740710 |
| 2001-06-01 | 177.6943116012130 |
| 2001-07-01 | 176.4592238506000 |
| 2001-08-01 | 175.8626748407430 |
| 2001-09-01 | 178.5088027145320 |
| 2001-10-01 | 168.6574327617040 |
| 2001-11-01 | 165.5975179283600 |
| 2001-12-01 | 166.5649878229960 |
| 2002-01-01 | 168.4526237424390 |
| 2002-02-01 | 167.0062288347520 |
| 2002-03-01 | 167.2748907500730 |
| 2002-04-01 | 169.2463558976990 |
| 2002-05-01 | 170.9585136626190 |
| 2002-06-01 | 171.2978700643640 |
| 2002-07-01 | 167.6287352051180 |
| 2002-08-01 | 167.8290975686630 |
| 2002-09-01 | 169.1903092192820 |
| 2002-10-01 | 168.0570797692820 |
| 2002-11-01 | 168.3720120116690 |
| 2002-12-01 | 170.8899480562790 |
| 2003-01-01 | 163.6471881021860 |
| 2003-02-01 | 162.9781832995630 |
| 2003-03-01 | 162.1561211523410 |
| 2003-04-01 | 160.4497236308580 |
| 2003-05-01 | 159.6002908830560 |
| 2003-06-01 | 159.9503537527860 |
| 2003-07-01 | 161.6162552576340 |
| 2003-08-01 | 162.7791872607730 |
| 2003-09-01 | 161.6509012059240 |
| 2003-10-01 | 162.9013021866880 |
| 2003-11-01 | 163.2620690498070 |
| 2003-12-01 | 164.5409140542130 |
| 2004-01-01 | 164.8192755831320 |
| 2004-02-01 | 165.5982637803370 |
| 2004-03-01 | 166.1024424615610 |
| 2004-04-01 | 165.1157350431070 |
| 2004-05-01 | 165.6881870345990 |
| 2004-06-01 | 166.2406552907440 |
| 2004-07-01 | 168.6830912576140 |
| 2004-08-01 | 166.1154511248690 |
| 2004-09-01 | 163.1960751741030 |
| 2004-10-01 | 165.3697330484880 |
| 2004-11-01 | 166.4674842691020 |
| 2004-12-01 | 167.0467598984920 |
| 2005-01-01 | 167.1110330421900 |
| 2005-02-01 | 167.9195189980330 |
| 2005-03-01 | 167.1328973634040 |
| 2005-04-01 | 171.0819697814760 |
| 2005-05-01 | 168.2996133092900 |
| 2005-06-01 | 167.8501771780200 |
| 2005-07-01 | 167.9724186700900 |
| 2005-08-01 | 169.1160278422170 |
| 2005-09-01 | 170.0815928041800 |
| 2005-10-01 | 169.4301638998000 |
| 2005-11-01 | 168.4016693861620 |
| 2005-12-01 | 170.6330920778000 |
| 2006-01-01 | 175.4066821971730 |
| 2006-02-01 | 176.9280136081670 |
| 2006-03-01 | 179.2757264251730 |
| 2006-04-01 | 182.9134867241560 |
| 2006-05-01 | 184.4862174659490 |
| 2006-06-01 | 186.2378534531260 |
| 2006-07-01 | 186.9675103393500 |
| 2006-08-01 | 187.0970497242940 |
| 2006-09-01 | 186.5650516036560 |
| 2006-10-01 | 187.9914296432320 |
| 2006-11-01 | 186.4752472166420 |
| 2006-12-01 | 185.0129007810140 |
| 2007-01-01 | 180.9832205191510 |
| 2007-02-01 | 183.2862384868560 |
| 2007-03-01 | 184.8516347555650 |
| 2007-04-01 | 178.0470239416470 |
| 2007-05-01 | 176.4990413033630 |
| 2007-06-01 | 175.6168089645180 |
| 2007-07-01 | 173.1533373807120 |
| 2007-08-01 | 172.2374707331420 |
| 2007-09-01 | 172.1621736118080 |
| 2007-10-01 | 170.7004991105770 |
| 2007-11-01 | 169.9339048079590 |
| 2007-12-01 | 170.6357187468410 |
| 2008-01-01 | 159.0769367119430 |
| 2008-02-01 | 159.5719804711550 |
| 2008-03-01 | 158.4745992097580 |
| 2008-04-01 | 156.4778886041210 |
| 2008-05-01 | 153.6905517006650 |
| 2008-06-01 | 152.4527124206880 |
| 2008-07-01 | 152.0970204522250 |
| 2008-08-01 | 150.7674202589940 |
| 2008-09-01 | 146.1975048670200 |
| 2008-10-01 | 140.3588494973810 |
| 2008-11-01 | 135.8565680708850 |
| 2008-12-01 | 132.7365264365020 |
| 2009-01-01 | 128.5071076662190 |
| 2009-02-01 | 125.6814786772990 |
| 2009-03-01 | 123.5101091093010 |
| 2009-04-01 | 120.2074014425550 |
| 2009-05-01 | 119.0997685370760 |
| 2009-06-01 | 117.0353013457100 |
| 2009-07-01 | 116.2733738176690 |
| 2009-08-01 | 116.6352683902870 |
| 2009-09-01 | 115.3842609335700 |
| 2009-10-01 | 117.3413792344780 |
| 2009-11-01 | 118.3086513852070 |
| 2009-12-01 | 120.7698346720760 |
| 2010-01-01 | 123.3801138907140 |
| 2010-02-01 | 123.4936049296350 |
| 2010-03-01 | 123.9530300383920 |
| 2010-04-01 | 126.3100408484560 |
| 2010-05-01 | 127.8293828699880 |
| 2010-06-01 | 128.9427121755920 |
| 2010-07-01 | 129.6977644536870 |
| 2010-08-01 | 130.9394038742110 |
| 2010-09-01 | 129.0528886830420 |
| 2010-10-01 | 135.6525572376940 |
| 2010-11-01 | 133.2057242696860 |
| 2010-12-01 | 133.2386330141020 |
| 2011-01-01 | 133.4293042398390 |
| 2011-02-01 | 134.4537794185070 |
| 2011-03-01 | 132.9313230238310 |
| 2011-04-01 | 133.5655783246460 |
| 2011-05-01 | 133.6177760084440 |
| 2011-06-01 | 134.4093677989170 |
| 2011-07-01 | 134.6354654170120 |
| 2011-08-01 | 133.3254765652320 |
| 2011-09-01 | 134.9604228783620 |
| 2011-10-01 | 135.4608559533750 |
| 2011-11-01 | 133.9606255872510 |
| 2011-12-01 | 136.1446859877870 |
| 2012-01-01 | 138.0572636636650 |
| 2012-02-01 | 142.6721648687440 |
| 2012-03-01 | 145.5499388505000 |
| 2012-04-01 | 146.8547977852960 |
| 2012-05-01 | 147.4397343682470 |
| 2012-06-01 | 151.2349863402270 |
| 2012-07-01 | 147.0242178348330 |
| 2012-08-01 | 147.0908378885900 |
| 2012-09-01 | 148.4474541106960 |
| 2012-10-01 | 149.3725600922660 |
| 2012-11-01 | 152.1737429342380 |
| 2012-12-01 | 152.2411744588280 |
| 2013-01-01 | 152.3397633076460 |
| 2013-02-01 | 153.3586678813620 |
| 2013-03-01 | 153.8839580804840 |
| 2013-04-01 | 155.3868408459680 |
| 2013-05-01 | 156.7871375876070 |
| 2013-06-01 | 156.2364328939940 |
| 2013-07-01 | 154.9562129690830 |
| 2013-08-01 | 158.8115316092520 |
| 2013-09-01 | 158.7910639344340 |
| 2013-10-01 | 158.5919044929550 |
| 2013-11-01 | 163.5538981805520 |
| 2013-12-01 | 161.5626941852520 |
| 2014-01-01 | 161.9738320973040 |
| 2014-02-01 | 158.5388679000840 |
| 2014-03-01 | 158.2528787220370 |
| 2014-04-01 | 157.8686104715940 |
| 2014-05-01 | 158.7390542741660 |
| 2014-06-01 | 157.7093855716870 |
| 2014-07-01 | 160.2463359258600 |
| 2014-08-01 | 159.9340252669500 |
| 2014-09-01 | 160.1014507489570 |
| 2014-10-01 | 159.9005210806880 |
| 2014-11-01 | 158.8879657475650 |
| 2014-12-01 | 158.8574030465100 |
| 2015-01-01 | 158.3369392298020 |
| 2015-02-01 | 158.4672133380460 |
| 2015-03-01 | 160.2838492168870 |
| 2015-04-01 | 160.0942296627090 |
| 2015-05-01 | 160.9881317050250 |
| 2015-06-01 | 161.4641108180430 |
| 2015-07-01 | 161.8370013754820 |
| 2015-08-01 | 161.6833400366140 |
| 2015-09-01 | 162.3500536205800 |
| 2015-10-01 | 165.4298373008140 |
| 2015-11-01 | 162.6439175548780 |
| 2015-12-01 | 163.9324339355510 |
| 2016-01-01 | 164.2892995213250 |
| 2016-02-01 | 164.5886994645950 |
| 2016-03-01 | 162.0011471123750 |
| 2016-04-01 | 164.9338064616200 |
| 2016-05-01 | 163.9190219981500 |
| 2016-06-01 | 164.2151129757220 |
| 2016-07-01 | 162.7913364131810 |
| 2016-08-01 | 160.7176439508210 |
| 2016-09-01 | 163.9298490625100 |
| 2016-10-01 | 165.5881555448510 |
| 2016-11-01 | 166.2579194106590 |
| 2016-12-01 | 165.6351978311250 |
| 2017-01-01 | 164.4943293498040 |
| 2017-02-01 | 165.2714731526200 |
| 2017-03-01 | 166.8901729077710 |
| 2017-04-01 | 161.0711820089440 |
| 2017-05-01 | 164.1252141022460 |
| 2017-06-01 | 164.1586590685390 |
| 2017-07-01 | 170.7291146631180 |
| 2017-08-01 | 170.4839793113920 |
| 2017-09-01 | 173.8377935829520 |
| 2017-10-01 | 170.8261863462600 |
| 2017-11-01 | 170.5783187477600 |
| 2017-12-01 | 171.8986220720170 |
| 2018-01-01 | 170.8551781048700 |
| 2018-02-01 | 171.6253238659030 |
| 2018-03-01 | 174.0351184393650 |
| 2018-04-01 | 175.5434194881690 |
| 2018-05-01 | 175.7767972397580 |
| 2018-06-01 | 177.0193475492680 |
| 2018-07-01 | 178.0946420224340 |
| 2018-08-01 | 178.6251901417150 |
| 2018-09-01 | 178.0085729445820 |
| 2018-10-01 | 179.0853868844340 |
| 2018-11-01 | 180.3430848573760 |
| 2018-12-01 | 181.2175667722080 |
| 2019-01-01 | 181.6373843908260 |
| 2019-02-01 | 182.9019113196880 |
| 2019-03-01 | 185.1195454889570 |
| 2019-04-01 | 184.8182049282030 |
| 2019-05-01 | 185.9291199157070 |
| 2019-06-01 | 187.5883246819070 |
| 2019-07-01 | 184.7895756227960 |
| 2019-08-01 | 185.7530872222150 |
| 2019-09-01 | 183.8300274613590 |
| 2019-10-01 | 180.2099732956730 |
| 2019-11-01 | 180.3932712345480 |
| 2019-12-01 | 177.7653331492330 |
| 2020-01-01 | 178.6387033890600 |
| 2020-02-01 | 175.8914441425230 |
| 2020-03-01 | 170.1786000546140 |
| 2020-04-01 | 132.1762496117240 |
| 2020-05-01 | 136.3821261841330 |
| 2020-06-01 | 141.7017438187700 |
| 2020-07-01 | 148.6230772550720 |
| 2020-08-01 | 150.5536186828850 |
| 2020-09-01 | 152.3192801570420 |
| 2020-10-01 | 157.8215348493630 |
| 2020-11-01 | 161.9609811293100 |
| 2020-12-01 | 163.4018904254630 |
| 2021-01-01 | 172.7816926794500 |
| 2021-02-01 | 177.3792876201820 |
| 2021-03-01 | 179.9380885842270 |
| 2021-04-01 | 178.4952943156830 |
| 2021-05-01 | 177.9747634260320 |
| 2021-06-01 | 175.3612713913760 |
| 2021-07-01 | 176.6855328848500 |
| 2021-08-01 | 175.3287038901470 |
| 2021-09-01 | 175.7730298990590 |
| 2021-10-01 | 185.0371113250660 |
| 2021-11-01 | 186.0779015263710 |
| 2021-12-01 | 185.3825877387840 |
| 2022-01-01 | 183.6753289699410 |
| 2022-02-01 | 186.6456705345040 |
| 2022-03-01 | 186.1568652379520 |
| 2022-04-01 | 191.9949928823960 |
| 2022-05-01 | 191.3813071147140 |
| 2022-06-01 | 189.8130094543370 |
| 2022-07-01 | 190.6976561912670 |
| 2022-08-01 | 188.3192631794140 |
| 2022-09-01 | 189.5913785025940 |
| 2022-10-01 | 188.0025518360720 |
| 2022-11-01 | 184.0503438012670 |
| 2022-12-01 | 181.0403271728800 |
| 2023-01-01 | 176.8940755425980 |
| 2023-02-01 | 172.4042513867770 |
| 2023-03-01 | 169.6363206555680 |
| 2023-04-01 | 168.8539301442290 |
| 2023-05-01 | 167.7759559191520 |
| 2023-06-01 | 166.5704805123120 |
| 2023-07-01 | 162.8107313084400 |
| 2023-08-01 | 162.3842514499010 |
| 2023-09-01 | 161.3435335619560 |
| 2023-10-01 | 158.2920183973380 |
| 2023-11-01 | 156.8080768641430 |
| 2023-12-01 | 156.7909970280810 |
| 2024-01-01 | 160.7763362539310 |
| 2024-02-01 | 159.5834031472070 |
| 2024-03-01 | 160.9636546437700 |
| 2024-04-01 | 158.5816675969260 |
| 2024-05-01 | 158.9697909713940 |
| 2024-06-01 | 159.1880456567720 |
| 2024-07-01 | 152.3033826677030 |
| 2024-08-01 | 158.4739817000020 |
| 2024-09-01 | 156.9665721953270 |
| 2024-10-01 | 157.0326334178010 |
| 2024-11-01 | 157.3194017203710 |
| 2024-12-01 | 157.1370615199040 |
| 2025-01-01 | 156.5397122064670 |
| 2025-02-01 | 156.7597313774370 |
| 2025-03-01 | 158.9160876769950 |
| 2025-04-01 | 156.9367510036590 |
| 2025-05-01 | 156.3992303273820 |
| 2025-06-01 | 154.4361884259850 |
| 2025-07-01 | 150.5373679415830 |
| 2025-08-01 | 155.5028758470600 |
| 2025-09-01 | 156.6340092617120 |
| 2025-10-01 | 156.5518574302740 |
| 2025-11-01 | 155.4975021100150 |
| 2025-12-01 | 156.9619442665010 |
| 2026-01-01 | 156.3544807502050 |
| 2026-02-01 | 155.2869064670280 |
| 2026-03-01 | 155.1623079007130 |
| 2026-04-01 | 155.9679134248450 |
| 2026-05-01 | 155.4084989111070 |
| 2026-06-01 | 154.7749083164900 |