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 2026-03-01 |
| Last Updated | 2026-05-07 11:46 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 | 115.9685859244440 |
| 1990-02-01 | 115.4042556355090 |
| 1990-03-01 | 115.4535259626420 |
| 1990-04-01 | 111.1867300147940 |
| 1990-05-01 | 111.7596987389330 |
| 1990-06-01 | 110.9147693011660 |
| 1990-07-01 | 109.9267686478610 |
| 1990-08-01 | 108.7109025680090 |
| 1990-09-01 | 109.6230101136690 |
| 1990-10-01 | 103.3125051848450 |
| 1990-11-01 | 103.0659442810270 |
| 1990-12-01 | 101.2422528962570 |
| 1991-01-01 | 97.3817173765623 |
| 1991-02-01 | 95.3197889862838 |
| 1991-03-01 | 94.0911090369762 |
| 1991-04-01 | 95.3975924203189 |
| 1991-05-01 | 93.5580383936600 |
| 1991-06-01 | 93.2537487829179 |
| 1991-07-01 | 90.2782560392491 |
| 1991-08-01 | 89.5051035913403 |
| 1991-09-01 | 90.4093133970032 |
| 1991-10-01 | 90.6878343356082 |
| 1991-11-01 | 89.9240784570796 |
| 1991-12-01 | 90.3020330043926 |
| 1992-01-01 | 90.9277353167298 |
| 1992-02-01 | 90.9993656532287 |
| 1992-03-01 | 91.8745756675773 |
| 1992-04-01 | 95.3455866747034 |
| 1992-05-01 | 95.9753107420444 |
| 1992-06-01 | 96.8252676742480 |
| 1992-07-01 | 99.1920020890573 |
| 1992-08-01 | 100.6519916361730 |
| 1992-09-01 | 101.2742048838410 |
| 1992-10-01 | 103.9116242307980 |
| 1992-11-01 | 104.4803854357660 |
| 1992-12-01 | 105.6297818218360 |
| 1993-01-01 | 116.0236898590960 |
| 1993-02-01 | 117.5362472934610 |
| 1993-03-01 | 116.4889953608540 |
| 1993-04-01 | 113.8007676449980 |
| 1993-05-01 | 115.3509185111360 |
| 1993-06-01 | 114.7856946873420 |
| 1993-07-01 | 117.6936698874880 |
| 1993-08-01 | 118.4229265233570 |
| 1993-09-01 | 119.2182212497430 |
| 1993-10-01 | 107.7023965777870 |
| 1993-11-01 | 108.4587589939580 |
| 1993-12-01 | 110.2864498266310 |
| 1994-01-01 | 115.5918443302040 |
| 1994-02-01 | 119.1432665310720 |
| 1994-03-01 | 119.7023083278680 |
| 1994-04-01 | 118.2429001636260 |
| 1994-05-01 | 119.3917242119620 |
| 1994-06-01 | 119.6296244394390 |
| 1994-07-01 | 119.5820407358090 |
| 1994-08-01 | 119.4191963602150 |
| 1994-09-01 | 121.1771298812290 |
| 1994-10-01 | 125.0289781948050 |
| 1994-11-01 | 126.8514866161870 |
| 1994-12-01 | 129.7330743853480 |
| 1995-01-01 | 126.2067284885710 |
| 1995-02-01 | 128.4977821680360 |
| 1995-03-01 | 128.7274667527170 |
| 1995-04-01 | 130.2181860416090 |
| 1995-05-01 | 130.6801319093920 |
| 1995-06-01 | 132.0011491696300 |
| 1995-07-01 | 127.6593820909090 |
| 1995-08-01 | 130.2255331680770 |
| 1995-09-01 | 131.2571673735340 |
| 1995-10-01 | 128.8645845491090 |
| 1995-11-01 | 129.4439824794870 |
| 1995-12-01 | 130.1282349921070 |
| 1996-01-01 | 133.0863740560600 |
| 1996-02-01 | 133.0806385839210 |
| 1996-03-01 | 135.1415694514600 |
| 1996-04-01 | 138.2666297877320 |
| 1996-05-01 | 138.8078174023690 |
| 1996-06-01 | 141.3126755420660 |
| 1996-07-01 | 146.9596019666510 |
| 1996-08-01 | 146.4021739548070 |
| 1996-09-01 | 146.9727439424790 |
| 1996-10-01 | 148.9206639446660 |
| 1996-11-01 | 151.0750861540280 |
| 1996-12-01 | 153.5366831534730 |
| 1997-01-01 | 143.6561019242460 |
| 1997-02-01 | 144.8946450311600 |
| 1997-03-01 | 145.8193255074840 |
| 1997-04-01 | 146.7471213873550 |
| 1997-05-01 | 148.1656277976800 |
| 1997-06-01 | 151.8066418477560 |
| 1997-07-01 | 151.6550786824000 |
| 1997-08-01 | 153.9786705395110 |
| 1997-09-01 | 156.0814836422840 |
| 1997-10-01 | 156.1238066861930 |
| 1997-11-01 | 157.7698326605540 |
| 1997-12-01 | 158.7054622818660 |
| 1998-01-01 | 162.0304882485450 |
| 1998-02-01 | 164.0254690556270 |
| 1998-03-01 | 164.9576863003970 |
| 1998-04-01 | 165.9974590683940 |
| 1998-05-01 | 168.8622721828740 |
| 1998-06-01 | 168.0797960866770 |
| 1998-07-01 | 168.6753883366820 |
| 1998-08-01 | 172.4947145267450 |
| 1998-09-01 | 170.0182692234400 |
| 1998-10-01 | 167.5943051204260 |
| 1998-11-01 | 169.0258299869380 |
| 1998-12-01 | 170.4302049311580 |
| 1999-01-01 | 153.3099286332690 |
| 1999-02-01 | 154.6882727583570 |
| 1999-03-01 | 156.8787421786300 |
| 1999-04-01 | 169.6431286459790 |
| 1999-05-01 | 169.0801275354440 |
| 1999-06-01 | 169.5587918714070 |
| 1999-07-01 | 174.9002821064140 |
| 1999-08-01 | 175.9502296808770 |
| 1999-09-01 | 176.3318715761060 |
| 1999-10-01 | 181.4523661819590 |
| 1999-11-01 | 183.0861975521970 |
| 1999-12-01 | 186.8370143291810 |
| 2000-01-01 | 182.4892641343070 |
| 2000-02-01 | 184.0844766142360 |
| 2000-03-01 | 185.7252770475430 |
| 2000-04-01 | 192.1232251723880 |
| 2000-05-01 | 189.6420155645520 |
| 2000-06-01 | 191.4675036892970 |
| 2000-07-01 | 192.2839901915790 |
| 2000-08-01 | 191.1604392458190 |
| 2000-09-01 | 190.5723104262210 |
| 2000-10-01 | 192.5375354391450 |
| 2000-11-01 | 191.5034011301900 |
| 2000-12-01 | 190.8189562241560 |
| 2001-01-01 | 189.7774502081170 |
| 2001-02-01 | 190.3774392706480 |
| 2001-03-01 | 189.1779641359060 |
| 2001-04-01 | 180.2424144785050 |
| 2001-05-01 | 180.0679194345480 |
| 2001-06-01 | 177.5993750920440 |
| 2001-07-01 | 176.8089990378330 |
| 2001-08-01 | 176.5693776515510 |
| 2001-09-01 | 178.1602601066610 |
| 2001-10-01 | 167.9372886001100 |
| 2001-11-01 | 165.4287471942530 |
| 2001-12-01 | 166.3615234940400 |
| 2002-01-01 | 168.1886127716350 |
| 2002-02-01 | 167.3362954809960 |
| 2002-03-01 | 167.9747738200370 |
| 2002-04-01 | 169.3840242301090 |
| 2002-05-01 | 170.5824033326610 |
| 2002-06-01 | 171.2378551686100 |
| 2002-07-01 | 167.9347487622370 |
| 2002-08-01 | 168.4212523038030 |
| 2002-09-01 | 168.9039879502820 |
| 2002-10-01 | 167.3965664186020 |
| 2002-11-01 | 168.2355614275460 |
| 2002-12-01 | 170.6314856902250 |
| 2003-01-01 | 163.5010384660180 |
| 2003-02-01 | 163.2460725929720 |
| 2003-03-01 | 162.6643256856650 |
| 2003-04-01 | 160.5504526840840 |
| 2003-05-01 | 159.3431700416160 |
| 2003-06-01 | 159.9330788740130 |
| 2003-07-01 | 161.8027952928440 |
| 2003-08-01 | 163.1721956636320 |
| 2003-09-01 | 161.5482511965410 |
| 2003-10-01 | 162.4869741117460 |
| 2003-11-01 | 163.2187720957520 |
| 2003-12-01 | 164.2960062782890 |
| 2004-01-01 | 164.7789701458380 |
| 2004-02-01 | 165.7121320125590 |
| 2004-03-01 | 166.3450222971890 |
| 2004-04-01 | 165.1007761581160 |
| 2004-05-01 | 165.5114150092420 |
| 2004-06-01 | 166.1995678467450 |
| 2004-07-01 | 168.7900457686140 |
| 2004-08-01 | 166.3411731682520 |
| 2004-09-01 | 163.2682164085880 |
| 2004-10-01 | 165.2885956063040 |
| 2004-11-01 | 166.6800652225580 |
| 2004-12-01 | 166.7948492500010 |
| 2005-01-01 | 167.1704986453670 |
| 2005-02-01 | 167.7769304292920 |
| 2005-03-01 | 167.0628706091940 |
| 2005-04-01 | 170.9437827730530 |
| 2005-05-01 | 168.1731292396790 |
| 2005-06-01 | 167.7914249227600 |
| 2005-07-01 | 168.0320585028690 |
| 2005-08-01 | 169.1686533618240 |
| 2005-09-01 | 170.3569321890640 |
| 2005-10-01 | 169.6673804540500 |
| 2005-11-01 | 168.8288018575130 |
| 2005-12-01 | 170.4088591340680 |
| 2006-01-01 | 175.5500505010970 |
| 2006-02-01 | 176.5432506284550 |
| 2006-03-01 | 179.0135639605630 |
| 2006-04-01 | 182.6456895330470 |
| 2006-05-01 | 184.2810332323230 |
| 2006-06-01 | 186.1414961601100 |
| 2006-07-01 | 187.0375539671000 |
| 2006-08-01 | 187.1669997222150 |
| 2006-09-01 | 186.9325918416600 |
| 2006-10-01 | 188.3827404449190 |
| 2006-11-01 | 187.1121467061290 |
| 2006-12-01 | 184.7837613313420 |
| 2007-01-01 | 181.2203297414930 |
| 2007-02-01 | 182.7065196941870 |
| 2007-03-01 | 184.4439228689960 |
| 2007-04-01 | 177.7019623513580 |
| 2007-05-01 | 176.2477054356700 |
| 2007-06-01 | 175.5237006990020 |
| 2007-07-01 | 173.2431127909100 |
| 2007-08-01 | 172.3230726849510 |
| 2007-09-01 | 172.5857671866280 |
| 2007-10-01 | 171.1558284882670 |
| 2007-11-01 | 170.5774614078630 |
| 2007-12-01 | 170.4629983269840 |
| 2008-01-01 | 159.3267197467040 |
| 2008-02-01 | 158.9478295836670 |
| 2008-03-01 | 158.0220180114370 |
| 2008-04-01 | 156.1154191038980 |
| 2008-05-01 | 153.4357771783780 |
| 2008-06-01 | 152.3772428369510 |
| 2008-07-01 | 152.1914263924080 |
| 2008-08-01 | 150.8555682524500 |
| 2008-09-01 | 146.5994419315270 |
| 2008-10-01 | 140.8096886568270 |
| 2008-11-01 | 136.4191054009030 |
| 2008-12-01 | 132.5945077163460 |
| 2009-01-01 | 128.7646744870210 |
| 2009-02-01 | 125.0817639757900 |
| 2009-03-01 | 123.0808315030880 |
| 2009-04-01 | 119.8993034739690 |
| 2009-05-01 | 118.8899063387720 |
| 2009-06-01 | 116.9991098637490 |
| 2009-07-01 | 116.3796449175350 |
| 2009-08-01 | 116.6801423039930 |
| 2009-09-01 | 115.7394121877950 |
| 2009-10-01 | 117.7021897905000 |
| 2009-11-01 | 118.6508009214420 |
| 2009-12-01 | 120.7088397420380 |
| 2010-01-01 | 123.5618669889910 |
| 2010-02-01 | 123.0644549633980 |
| 2010-03-01 | 123.6327607277150 |
| 2010-04-01 | 126.0891999891210 |
| 2010-05-01 | 127.6895667918050 |
| 2010-06-01 | 128.9414729371700 |
| 2010-07-01 | 129.7721067345120 |
| 2010-08-01 | 130.9453484347370 |
| 2010-09-01 | 129.3060181229210 |
| 2010-10-01 | 135.8894456534380 |
| 2010-11-01 | 133.3571309473890 |
| 2010-12-01 | 133.2119549983460 |
| 2011-01-01 | 133.5604647860580 |
| 2011-02-01 | 134.2144967738570 |
| 2011-03-01 | 132.7388396545990 |
| 2011-04-01 | 133.4426266587520 |
| 2011-05-01 | 133.5506291765750 |
| 2011-06-01 | 134.4257114192760 |
| 2011-07-01 | 134.6629375898850 |
| 2011-08-01 | 133.2912127226740 |
| 2011-09-01 | 135.1047640238620 |
| 2011-10-01 | 135.5757059982820 |
| 2011-11-01 | 133.9569027070120 |
| 2011-12-01 | 136.1669660766670 |
| 2012-01-01 | 138.1433869490790 |
| 2012-02-01 | 142.6256420436270 |
| 2012-03-01 | 145.4914158090430 |
| 2012-04-01 | 146.8059543205910 |
| 2012-05-01 | 147.4084439224310 |
| 2012-06-01 | 151.2249446321210 |
| 2012-07-01 | 146.9748065089200 |
| 2012-08-01 | 147.0154867290780 |
| 2012-09-01 | 148.4851765241960 |
| 2012-10-01 | 149.4076995755520 |
| 2012-11-01 | 152.1550904408130 |
| 2012-12-01 | 152.2900286232630 |
| 2013-01-01 | 152.4803442243260 |
| 2013-02-01 | 153.4184483467630 |
| 2013-03-01 | 153.9152422403180 |
| 2013-04-01 | 155.3827507435790 |
| 2013-05-01 | 156.7407901618060 |
| 2013-06-01 | 156.1573725731900 |
| 2013-07-01 | 154.8325310782250 |
| 2013-08-01 | 158.6699679510790 |
| 2013-09-01 | 158.7462312835810 |
| 2013-10-01 | 158.5578498520060 |
| 2013-11-01 | 163.6093629592140 |
| 2013-12-01 | 161.6580514015870 |
| 2014-01-01 | 162.1792209072070 |
| 2014-02-01 | 158.7631063026330 |
| 2014-03-01 | 158.4226836046540 |
| 2014-04-01 | 157.8767080485610 |
| 2014-05-01 | 158.5204857707830 |
| 2014-06-01 | 157.5417274059270 |
| 2014-07-01 | 159.9898677465710 |
| 2014-08-01 | 159.7482862717240 |
| 2014-09-01 | 159.9594188875360 |
| 2014-10-01 | 159.8428040686270 |
| 2014-11-01 | 159.0630648867490 |
| 2014-12-01 | 159.0374969809780 |
| 2015-01-01 | 158.6683570038640 |
| 2015-02-01 | 158.8598368627820 |
| 2015-03-01 | 160.5747155120190 |
| 2015-04-01 | 160.0817814984610 |
| 2015-05-01 | 160.5631391335440 |
| 2015-06-01 | 161.1805504608260 |
| 2015-07-01 | 161.4431724046520 |
| 2015-08-01 | 161.4324423735110 |
| 2015-09-01 | 162.0975102396490 |
| 2015-10-01 | 165.3542376991800 |
| 2015-11-01 | 162.9394330377760 |
| 2015-12-01 | 164.2359465808610 |
| 2016-01-01 | 164.7839283875750 |
| 2016-02-01 | 165.1899100438270 |
| 2016-03-01 | 162.4223844310980 |
| 2016-04-01 | 164.8700232442980 |
| 2016-05-01 | 163.2425530625100 |
| 2016-06-01 | 163.8751579950780 |
| 2016-07-01 | 162.2210201077800 |
| 2016-08-01 | 160.3556791729340 |
| 2016-09-01 | 163.5448675490030 |
| 2016-10-01 | 165.4987818861780 |
| 2016-11-01 | 166.5989069167240 |
| 2016-12-01 | 166.0765682322230 |
| 2017-01-01 | 165.3305475082140 |
| 2017-02-01 | 166.2038342383240 |
| 2017-03-01 | 167.2670350793070 |
| 2017-04-01 | 160.8631789993080 |
| 2017-05-01 | 163.2823316283050 |
| 2017-06-01 | 163.7482879548310 |
| 2017-07-01 | 170.0875785225600 |
| 2017-08-01 | 169.9792866264320 |
| 2017-09-01 | 173.2605646376360 |
| 2017-10-01 | 170.6951015843850 |
| 2017-11-01 | 170.8559084905060 |
| 2017-12-01 | 172.4364968876180 |
| 2018-01-01 | 172.1809577680760 |
| 2018-02-01 | 172.9300195424660 |
| 2018-03-01 | 174.3667696162420 |
| 2018-04-01 | 175.1949006110730 |
| 2018-05-01 | 174.7949543362400 |
| 2018-06-01 | 176.5613379132020 |
| 2018-07-01 | 177.3571990504980 |
| 2018-08-01 | 177.9046813447530 |
| 2018-09-01 | 177.2519273864360 |
| 2018-10-01 | 178.9456623493600 |
| 2018-11-01 | 180.5323164725010 |
| 2018-12-01 | 181.8928131794960 |
| 2019-01-01 | 183.4616429276520 |
| 2019-02-01 | 184.5125373527800 |
| 2019-03-01 | 185.1375437305610 |
| 2019-04-01 | 184.5027879835590 |
| 2019-05-01 | 184.9623947612470 |
| 2019-06-01 | 187.0188177114650 |
| 2019-07-01 | 184.0490249506780 |
| 2019-08-01 | 184.8120015124690 |
| 2019-09-01 | 182.9670995091500 |
| 2019-10-01 | 180.0684456865210 |
| 2019-11-01 | 180.4979792214770 |
| 2019-12-01 | 178.5574592056000 |
| 2020-01-01 | 180.7622934789760 |
| 2020-02-01 | 177.6254267848870 |
| 2020-03-01 | 169.8623523210170 |
| 2020-04-01 | 132.0391256265750 |
| 2020-05-01 | 135.5310532750240 |
| 2020-06-01 | 141.0967550020150 |
| 2020-07-01 | 147.7896571687230 |
| 2020-08-01 | 149.4472805003080 |
| 2020-09-01 | 151.4875849783390 |
| 2020-10-01 | 157.7111164748750 |
| 2020-11-01 | 162.0418508090270 |
| 2020-12-01 | 164.2406700528650 |
| 2021-01-01 | 175.0327577991700 |
| 2021-02-01 | 179.0551844927180 |
| 2021-03-01 | 179.2264777015260 |
| 2021-04-01 | 178.5757595831400 |
| 2021-05-01 | 177.3283658601610 |
| 2021-06-01 | 174.7442232943340 |
| 2021-07-01 | 175.7631366284730 |
| 2021-08-01 | 174.2552446338330 |
| 2021-09-01 | 175.0654925777890 |
| 2021-10-01 | 184.9767046445800 |
| 2021-11-01 | 186.1631918457540 |
| 2021-12-01 | 186.1608602088160 |
| 2022-01-01 | 185.7884421986120 |
| 2022-02-01 | 188.0757280127870 |
| 2022-03-01 | 185.2830888466600 |
| 2022-04-01 | 192.3015554281960 |
| 2022-05-01 | 190.9660354291840 |
| 2022-06-01 | 189.1832740624310 |
| 2022-07-01 | 189.5841917022490 |
| 2022-08-01 | 187.3960610483260 |
| 2022-09-01 | 189.1026575179390 |
| 2022-10-01 | 188.0364280251560 |
| 2022-11-01 | 184.2373439034450 |
| 2022-12-01 | 181.7572822023110 |
| 2023-01-01 | 178.6512356390770 |
| 2023-02-01 | 173.4717750238380 |
| 2023-03-01 | 168.6282882787410 |
| 2023-04-01 | 169.4181668086040 |
| 2023-05-01 | 167.6406996505840 |
| 2023-06-01 | 165.8806258612390 |
| 2023-07-01 | 161.4736032213750 |
| 2023-08-01 | 161.7286455756060 |
| 2023-09-01 | 161.0738865936700 |
| 2023-10-01 | 158.4355255137140 |
| 2023-11-01 | 157.1257705078220 |
| 2023-12-01 | 157.4304704396810 |
| 2024-01-01 | 162.0694349114330 |
| 2024-02-01 | 160.3193477317910 |
| 2024-03-01 | 159.9895995269500 |
| 2024-04-01 | 159.2558427188740 |
| 2024-05-01 | 159.0680971852670 |
| 2024-06-01 | 158.5060703166190 |
| 2024-07-01 | 150.7255935342670 |
| 2024-08-01 | 158.0829525371590 |
| 2024-09-01 | 156.8653266162990 |
| 2024-10-01 | 157.2601042973850 |
| 2024-11-01 | 157.7422074924470 |
| 2024-12-01 | 157.6738378273910 |
| 2025-01-01 | 157.5420147096700 |
| 2025-02-01 | 157.2925222581550 |
| 2025-03-01 | 158.0313427474890 |
| 2025-04-01 | 157.5772972652270 |
| 2025-05-01 | 156.6297274953310 |
| 2025-06-01 | 153.7672895038050 |
| 2025-07-01 | 148.7828974129550 |
| 2025-08-01 | 155.3436935542660 |
| 2025-09-01 | 156.5858684690000 |
| 2025-10-01 | 156.8475928252980 |
| 2025-11-01 | 155.9488009946770 |
| 2025-12-01 | 157.4193308181270 |
| 2026-01-01 | 157.2132067789540 |
| 2026-02-01 | 155.7489313947230 |
| 2026-03-01 | 155.6175371166840 |