NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Investigation and Security Services in Anaheim-Santa Ana-Irvine, CA (MD) Series ID: SMU06112446056160001SA 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 2024-04-01 Last Updated: 2024-05-18 5:28 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06112446056160001). 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 4.5149387489939805 1990-02-01 4.7795817472521910 1990-03-01 4.8352000400780700 1990-04-01 5.1501251540356705 1990-05-01 5.0732339296536710 1990-06-01 5.2017988041748400 1990-07-01 5.4233598222460100 1990-08-01 5.3208046861376400 1990-09-01 5.3343336688472600 1990-10-01 5.0381368183214300 1990-11-01 5.1458740071100410 1990-12-01 4.9815830325705700 1991-01-01 6.1032206008428710 1991-02-01 5.9821157017456400 1991-03-01 6.2524536221894600 1991-04-01 6.3596549861800400 1991-05-01 6.4601991935826400 1991-06-01 6.4770363258166210 1991-07-01 6.5528742938325300 1991-08-01 6.5341941490670300 1991-09-01 6.7522213702115700 1991-10-01 6.7150739325151100 1991-11-01 6.5306304961486900 1991-12-01 6.7515472405469690 1992-01-01 7.1860180098173700 1992-02-01 6.9987716598224400 1992-03-01 6.9760150370437100 1992-04-01 6.5880864852097590 1992-05-01 6.4395064600302200 1992-06-01 6.5393998994445710 1992-07-01 6.8058406314111400 1992-08-01 6.9571661403085710 1992-09-01 6.7869192118910510 1992-10-01 7.6626439633078895 1992-11-01 7.6029332049741790 1992-12-01 7.8036717865909800 1993-01-01 8.0799655159242600 1993-02-01 8.2201921318124300 1993-03-01 8.2041369653832200 1993-04-01 8.4296385001539300 1993-05-01 8.4174308738435100 1993-06-01 8.3974569108634000 1993-07-01 8.1583977318384600 1993-08-01 8.1664212446154400 1993-09-01 8.1300301976855700 1993-10-01 8.1125124070549500 1993-11-01 8.0818478261734500 1993-12-01 8.1511024390549200 1994-01-01 7.9767365320935895 1994-02-01 7.8490289371481600 1994-03-01 7.7321922141596600 1994-04-01 7.7531043353232505 1994-05-01 7.8877726199168400 1994-06-01 8.0553983293133200 1994-07-01 8.0130979281824410 1994-08-01 8.0859645028904500 1994-09-01 8.1762974340058300 1994-10-01 8.5689546037469400 1994-11-01 8.6533562470269000 1994-12-01 8.3898064058290700 1995-01-01 8.2897026785031700 1995-02-01 8.2823516342774910 1995-03-01 8.3549288321017400 1995-04-01 8.3688898910987900 1995-05-01 8.3613142851275900 1995-06-01 8.4154758959168100 1995-07-01 8.4366811711840700 1995-08-01 8.4003686577646600 1995-09-01 8.4216753393552800 1995-10-01 8.4610991365392600 1995-11-01 8.3394689232887000 1995-12-01 8.0432261470971900 1996-01-01 7.9052824419853900 1996-02-01 7.8111590416389300 1996-03-01 7.7536490204017300 1996-04-01 7.6475288688474900 1996-05-01 7.6286482672389100 1996-06-01 7.4903450389329510 1996-07-01 7.3478186559328200 1996-08-01 7.4353175325550800 1996-09-01 7.4750776411701390 1996-10-01 7.1791383091120400 1996-11-01 7.2356941038123200 1996-12-01 7.4167153465579300 1997-01-01 7.7088376010383800 1997-02-01 7.7053551465299200 1997-03-01 7.7287575752712090 1997-04-01 7.7077082504012200 1997-05-01 7.2974138232506590 1997-06-01 7.4764089554032800 1997-07-01 7.8635165424342400 1997-08-01 7.8663716715480000 1997-09-01 7.9362625932650500 1997-10-01 8.0315016728006510 1997-11-01 7.9704790046305405 1997-12-01 7.9047335527435605 1998-01-01 7.6786957756523300 1998-02-01 7.5687868223007500 1998-03-01 7.1869025223220095 1998-04-01 7.5359907274476100 1998-05-01 7.7644603696485400 1998-06-01 7.9673634775799900 1998-07-01 8.1049380967744500 1998-08-01 8.1202941709066400 1998-09-01 8.2032989388204000 1998-10-01 8.2866184896248090 1998-11-01 8.4097921829792600 1998-12-01 8.4887870444787200 1999-01-01 8.4281504965231800 1999-02-01 8.6201404375883400 1999-03-01 8.7479972491298400 1999-04-01 8.9783471821896800 1999-05-01 9.0343918354121200 1999-06-01 9.0516852635966600 1999-07-01 9.2505200829400510 1999-08-01 9.2627790812963900 1999-09-01 9.3616701590379810 1999-10-01 9.5492828212849300 1999-11-01 9.7547871886306900 1999-12-01 9.8784189763866300 2000-01-01 10.0763842048141980 2000-02-01 10.2721904624145000 2000-03-01 10.2131671786028000 2000-04-01 10.3272129379988000 2000-05-01 10.2033483417700990 2000-06-01 10.2469060823686000 2000-07-01 10.1896673842036000 2000-08-01 10.1938278971965990 2000-09-01 10.5099544692976000 2000-10-01 9.7975172788223400 2000-11-01 9.8844034263126320 2000-12-01 10.0712937609626000 2001-01-01 10.3391705755074000 2001-02-01 10.3299755850764000 2001-03-01 10.5957797838950980 2001-04-01 10.6991633370745000 2001-05-01 10.7817848209215000 2001-06-01 10.9521772804868000 2001-07-01 10.8153418045236000 2001-08-01 10.9960998767454000 2001-09-01 10.8279260725586980 2001-10-01 11.4322417914471990 2001-11-01 11.5041068830368010 2001-12-01 11.6745765489458000 2002-01-01 11.8162319438105020 2002-02-01 11.1123281598669000 2002-03-01 11.2873547482566000 2002-04-01 10.9867766345696990 2002-05-01 11.0700035730556000 2002-06-01 11.0692307706891000 2002-07-01 11.1206654163580000 2002-08-01 11.0963077497485990 2002-09-01 10.9231744140308000 2002-10-01 10.7366879205472000 2002-11-01 10.8019832935281000 2002-12-01 10.5712332854360000 2003-01-01 11.0143380862255000 2003-02-01 10.9193623588273000 2003-03-01 10.5996737510488010 2003-04-01 10.9911807975079010 2003-05-01 11.1750572507693010 2003-06-01 11.0871174229834000 2003-07-01 11.0971396162993000 2003-08-01 11.2893993304839010 2003-09-01 11.0067630881946990 2003-10-01 11.0203029660141000 2003-11-01 11.0846130317553020 2003-12-01 11.1803160029695010 2004-01-01 11.0285243189721990 2004-02-01 11.1379368013012010 2004-03-01 11.1201256858785980 2004-04-01 11.1884382495336980 2004-05-01 11.1851252438950000 2004-06-01 11.2099576091593000 2004-07-01 11.2734444113964010 2004-08-01 11.2854954594779020 2004-09-01 11.3917663339533010 2004-10-01 11.3893952737068020 2004-11-01 11.3605268154910000 2004-12-01 11.1829755813263020 2005-01-01 10.9475154717953000 2005-02-01 11.1527366206035000 2005-03-01 11.2433456020008990 2005-04-01 11.1822604861741990 2005-05-01 11.2024996605848000 2005-06-01 11.2283356054029000 2005-07-01 11.3665894507580000 2005-08-01 11.3898545676653010 2005-09-01 11.5773778023597000 2005-10-01 11.5420725963911990 2005-11-01 11.6304286154710980 2005-12-01 11.7975167179240000 2006-01-01 11.8609082340014000 2006-02-01 11.7616572012456990 2006-03-01 11.8610270873565000 2006-04-01 11.9779066049745020 2006-05-01 11.9220148763611980 2006-06-01 11.9451045719180020 2006-07-01 11.8751238797000000 2006-08-01 11.6935722393806000 2006-09-01 11.5659548272343020 2006-10-01 11.5895256770195000 2006-11-01 11.4988104921634000 2006-12-01 11.3981379599837000 2007-01-01 11.5767328547322000 2007-02-01 11.4752250439001990 2007-03-01 11.3922109382247000 2007-04-01 11.3805855984435010 2007-05-01 11.3408994551120000 2007-06-01 11.3505828066813020 2007-07-01 11.3713315181584000 2007-08-01 11.4809046484775000 2007-09-01 11.4582557000266000 2007-10-01 11.2423741141076000 2007-11-01 11.3731413742679000 2007-12-01 11.4152617162206980 2008-01-01 11.2945351751632000 2008-02-01 11.2831278005165000 2008-03-01 11.3331159843006990 2008-04-01 11.1895040961960000 2008-05-01 11.2515707144619980 2008-06-01 11.1583821629411980 2008-07-01 10.9471273196868020 2008-08-01 10.8516031598935980 2008-09-01 10.7444488874773000 2008-10-01 11.0116697557048010 2008-11-01 11.0602818418201000 2008-12-01 11.0287368117455010 2009-01-01 10.0281811868834010 2009-02-01 10.0979174402008010 2009-03-01 9.9676052511419900 2009-04-01 9.8927359816855500 2009-05-01 9.7590763431548800 2009-06-01 9.6654630123618900 2009-07-01 9.6093257049315890 2009-08-01 9.6175424571593400 2009-09-01 9.5215151762418600 2009-10-01 9.6046847787147500 2009-11-01 9.5469802776054210 2009-12-01 9.4543172357033900 2010-01-01 9.2671591754441880 2010-02-01 9.1070877909120800 2010-03-01 9.0848557030714600 2010-04-01 9.1959533581534500 2010-05-01 9.1662131529463590 2010-06-01 9.2869623403474720 2010-07-01 9.2548280884259900 2010-08-01 9.2860113966537300 2010-09-01 9.1933862795730690 2010-10-01 9.1188991409339390 2010-11-01 8.9332927720589800 2010-12-01 8.8760738215929200 2011-01-01 9.0117424788080400 2011-02-01 8.9191495456271600 2011-03-01 8.8940084818699500 2011-04-01 8.9906801394609610 2011-05-01 9.1637073417733900 2011-06-01 9.3966694544379200 2011-07-01 9.3056736699937410 2011-08-01 9.1600657716692200 2011-09-01 9.2755353471289000 2011-10-01 9.3545885741178200 2011-11-01 9.3211531413886400 2011-12-01 9.5109310916869810 2012-01-01 9.6376984806413900 2012-02-01 9.8110698027524100 2012-03-01 9.9904968651135700 2012-04-01 9.9872387083444000 2012-05-01 9.7551609928935610 2012-06-01 9.8113974360629100 2012-07-01 9.9661480546973390 2012-08-01 10.1516836969775000 2012-09-01 10.1676390086596000 2012-10-01 10.0836637173080990 2012-11-01 10.3176297575139000 2012-12-01 10.3389170782112000 2013-01-01 10.1526576305236000 2013-02-01 10.1925665272558010 2013-03-01 10.2759912719626000 2013-04-01 10.1920208648461000 2013-05-01 10.2375875883311980 2013-06-01 10.2083624601176000 2013-07-01 10.4702986873823020 2013-08-01 10.4537215416888000 2013-09-01 10.5639176970831980 2013-10-01 10.6098689013925000 2013-11-01 10.7099249630096000 2013-12-01 10.6596482475041000 2014-01-01 10.6411223311341980 2014-02-01 10.7692510156274000 2014-03-01 10.7612879527375000 2014-04-01 10.9158811628815990 2014-05-01 11.0265397915594000 2014-06-01 11.0073000222925000 2014-07-01 10.5841145184684000 2014-08-01 10.8589822313357000 2014-09-01 10.7668478677315000 2014-10-01 10.7010029877671000 2014-11-01 10.8143299390735000 2014-12-01 10.6690193181495000 2015-01-01 10.9191605975055000 2015-02-01 10.9612521231982000 2015-03-01 10.9654282550932010 2015-04-01 11.0411438289773010 2015-05-01 10.9090225292434000 2015-06-01 10.8783311629975990 2015-07-01 11.1218337262591970 2015-08-01 11.0564969272833020 2015-09-01 10.8796140636512000 2015-10-01 11.2796774710501970 2015-11-01 11.2307213460099000 2015-12-01 11.3827223281196000 2016-01-01 11.3709842025507000 2016-02-01 11.4659081012330990 2016-03-01 11.4811122373473000 2016-04-01 11.3584189759929010 2016-05-01 11.5896829893541000 2016-06-01 11.6619632405724000 2016-07-01 11.4465416342458000 2016-08-01 11.5497886174279000 2016-09-01 11.7020399753162000 2016-10-01 11.5472579860886000 2016-11-01 11.6685512444763010 2016-12-01 11.5819724112043000 2017-01-01 11.6231667719215980 2017-02-01 11.5754720414673020 2017-03-01 11.6004382867356990 2017-04-01 11.4673142149815990 2017-05-01 11.4657332433531000 2017-06-01 11.6357481977860000 2017-07-01 11.8809587316274000 2017-08-01 11.9436528611321000 2017-09-01 12.2297144270941000 2017-10-01 12.0338496318728990 2017-11-01 11.8917461374484000 2017-12-01 11.9714861464371000 2018-01-01 11.8846674814896980 2018-02-01 11.8868090809519000 2018-03-01 11.9062782020736990 2018-04-01 11.9664724621845000 2018-05-01 12.1545307327196000 2018-06-01 11.9362983562246980 2018-07-01 11.6854809496995990 2018-08-01 11.7418836145990980 2018-09-01 11.6610531983788020 2018-10-01 11.8246868570108020 2018-11-01 11.8099829269729000 2018-12-01 11.7450301025423000 2019-01-01 11.9772407715529020 2019-02-01 11.8933549321108010 2019-03-01 11.9067653091779000 2019-04-01 12.1617720295400000 2019-05-01 12.1393282267442000 2019-06-01 11.9247408074584000 2019-07-01 12.0923038222082000 2019-08-01 12.2574866836238000 2019-09-01 12.0850016826885010 2019-10-01 12.0320309739183000 2019-11-01 12.0052878077081980 2019-12-01 12.1282888149473000 2020-01-01 12.1812162834986000 2020-02-01 12.3892974634357000 2020-03-01 12.0008984859598020 2020-04-01 11.2564830082583000 2020-05-01 11.3293525622674980 2020-06-01 11.5337519423760020 2020-07-01 11.3828441195220000 2020-08-01 11.3731224046534010 2020-09-01 11.3909663839788010 2020-10-01 11.4472129027531010 2020-11-01 11.5014259120174000 2020-12-01 11.5067338837566000 2021-01-01 11.4995973498671980 2021-02-01 11.5779297337066000 2021-03-01 11.6939151120530000 2021-04-01 11.6696087771997000 2021-05-01 11.5204278864181990 2021-06-01 11.5261352867159000 2021-07-01 11.6816378443872000 2021-08-01 11.5911166956683990 2021-09-01 11.4750170016479000 2021-10-01 11.7674998156238000 2021-11-01 11.7893656310190980 2021-12-01 11.9993011058687990 2022-01-01 11.8184779225273000 2022-02-01 11.9671716376318000 2022-03-01 12.0835276735405000 2022-04-01 12.0874770082587000 2022-05-01 12.2205935831715990 2022-06-01 12.3297275519505000 2022-07-01 12.3704354025344010 2022-08-01 12.4966128141795000 2022-09-01 12.8541843023089000 2022-10-01 12.7789257505031980 2022-11-01 13.0869872251824990 2022-12-01 12.9920311747285000 2023-01-01 13.1384848044955990 2023-02-01 13.2620109458433000 2023-03-01 13.2781534035912000 2023-04-01 13.4039193093735010 2023-05-01 13.7200821891194000 2023-06-01 13.6227768070887000 2023-07-01 13.6701541406466980 2023-08-01 13.8986927507246000 2023-09-01 13.7345327757449010 2023-10-01 13.6837431790969000 2023-11-01 13.4839824669771970 2023-12-01 13.6981099535580990 2024-01-01 13.7439551408792990 2024-02-01 13.7608930558951000 2024-03-01 13.7820756058551000 2024-04-01 13.8120305913181000