Title: All Employees: Professional and Business Services: Waste Management and Remediation Services in Anaheim-Santa Ana-Irvine, CA (MD) Series ID: SMU06112446056200001SA 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 2023-02-01 Last Updated: 2023-03-25 3:24 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/SMU06112446056200001). 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 2.9178774244318904 1990-02-01 2.9112727458886100 1990-03-01 2.9620801748737900 1990-04-01 2.9923414759322000 1990-05-01 3.0429476629353900 1990-06-01 3.0871369036454700 1990-07-01 3.1043236785089100 1990-08-01 3.2114554974775498 1990-09-01 3.1345150493478102 1990-10-01 3.0650633327696300 1990-11-01 2.9985574835942800 1990-12-01 2.9767164268585400 1991-01-01 3.0157388585212600 1991-02-01 3.0081221648492400 1991-03-01 2.8563365424400300 1991-04-01 2.9925648351494103 1991-05-01 2.9411473979430200 1991-06-01 2.9921329450698800 1991-07-01 3.0093304932679200 1991-08-01 3.0157959965718500 1991-09-01 3.0371343002115900 1991-10-01 3.0675917014348000 1991-11-01 3.0939822569564903 1991-12-01 3.0776183684839395 1992-01-01 3.0067633863828000 1992-02-01 2.9983749131753905 1992-03-01 2.8503909903705600 1992-04-01 2.9991363999671000 1992-05-01 3.1395325296750600 1992-06-01 3.1058737857898000 1992-07-01 3.0127768668409800 1992-08-01 3.0206373044205800 1992-09-01 2.9375368279527496 1992-10-01 2.9730216078754200 1992-11-01 2.9886625352634297 1992-12-01 3.0736554072165800 1993-01-01 3.0945749234327797 1993-02-01 3.1878845063304400 1993-03-01 3.2440478581106800 1993-04-01 3.3158759922226397 1993-05-01 3.3362859908198303 1993-06-01 3.3222270139700893 1993-07-01 3.3156483929761804 1993-08-01 3.3168963150450295 1993-09-01 3.4335443038291500 1993-10-01 3.4787888429799505 1993-11-01 3.4886141838164200 1993-12-01 3.4718578779348905 1994-01-01 3.4873145195935100 1994-02-01 3.4766664237452103 1994-03-01 3.5392039133450700 1994-04-01 3.5334175044573900 1994-05-01 3.4254235380163900 1994-06-01 3.5370445730689504 1994-07-01 3.5227964868756300 1994-08-01 3.5129218397460400 1994-09-01 3.5231238220744903 1994-10-01 3.5816759225555996 1994-11-01 3.6922142400692497 1994-12-01 3.6692210372231500 1995-01-01 3.7840997255804103 1995-02-01 3.7722639102899800 1995-03-01 3.7364973593473603 1995-04-01 3.7546020925592702 1995-05-01 3.8130414483070405 1995-06-01 3.8448069462566203 1995-07-01 4.0265863545554000 1995-08-01 4.0008398272455800 1995-09-01 4.1076570114843400 1995-10-01 4.0856661577938000 1995-11-01 4.0995611054505300 1995-12-01 4.1741323296547800 1996-01-01 4.1873030674285800 1996-02-01 4.1674900701086200 1996-03-01 4.1465234302299600 1996-04-01 4.0644030090657900 1996-05-01 3.9012735575324200 1996-06-01 4.0465146818969900 1996-07-01 4.0273426829991800 1996-08-01 4.0885854877721695 1996-09-01 4.1893955658040100 1996-10-01 3.9871075418562100 1996-11-01 3.9040956370512400 1996-12-01 3.8808575182160197 1997-01-01 3.8025090042782300 1997-02-01 3.8645188092715697 1997-03-01 3.9655057698958100 1997-04-01 4.1659692396369400 1997-05-01 4.0915201116953390 1997-06-01 4.0424457688689800 1997-07-01 3.9235093793249000 1997-08-01 3.7678216669087594 1997-09-01 3.7736344446832297 1997-10-01 3.9898110049026094 1997-11-01 4.0109604676310300 1997-12-01 4.0934071968693600 1998-01-01 4.1275100601354900 1998-02-01 4.0630092546025800 1998-03-01 4.0844477102017100 1998-04-01 3.9526808528179700 1998-05-01 3.9804179808702203 1998-06-01 3.9315381796835500 1998-07-01 4.1194937469109000 1998-08-01 3.9610349278836803 1998-09-01 3.9649556468495900 1998-10-01 3.8904015539620502 1998-11-01 3.9125743774582404 1998-12-01 3.9000542032544700 1999-01-01 3.9498359393656300 1999-02-01 3.9688429661472100 1999-03-01 3.8992344466384500 1999-04-01 4.0390380423313500 1999-05-01 3.9760572062541700 1999-06-01 4.0186690333044300 1999-07-01 4.0054053135078000 1999-08-01 4.0607224319376100 1999-09-01 4.0635842159135800 1999-10-01 4.0959702301860200 1999-11-01 4.1083623542872410 1999-12-01 4.0040457550548700 2000-01-01 3.9642675772355402 2000-02-01 4.0779030176445400 2000-03-01 4.0130874531818100 2000-04-01 4.1271271963800800 2000-05-01 4.1759586832278695 2000-06-01 4.2056666403261700 2000-07-01 4.2832250285579505 2000-08-01 4.3706738293211700 2000-09-01 4.3678253347732300 2000-10-01 4.1982095029032900 2000-11-01 4.2954400196558495 2000-12-01 4.4058157939222005 2001-01-01 4.4762931980423700 2001-02-01 4.4906877270324690 2001-03-01 4.5198741412489900 2001-04-01 4.3275793092035900 2001-05-01 4.3804078198516400 2001-06-01 4.4943349265470200 2001-07-01 4.2575833327913000 2001-08-01 4.1736238313242900 2001-09-01 4.1721197524306690 2001-10-01 4.2988960972600700 2001-11-01 4.0853553969655000 2001-12-01 4.1114864020152595 2002-01-01 3.8871435536681895 2002-02-01 3.9055947305735295 2002-03-01 3.9176673005869596 2002-04-01 3.9311097399433600 2002-05-01 3.8838141217236600 2002-06-01 3.8832569654539597 2002-07-01 3.8350810344698400 2002-08-01 3.7793695977522100 2002-09-01 3.7764149945803602 2002-10-01 3.7986048166526802 2002-11-01 3.8757418712924303 2002-12-01 3.9164856698406900 2003-01-01 4.0900138722209190 2003-02-01 3.9214797093003897 2003-03-01 3.9150419608426200 2003-04-01 3.9375951991046203 2003-05-01 3.9929898756736100 2003-06-01 3.9726023608684504 2003-07-01 4.0168227561125690 2003-08-01 3.9766482819483198 2003-09-01 3.9765196914246000 2003-10-01 4.0016820774662600 2003-11-01 4.0684842526474400 2003-12-01 3.9257408599867300 2004-01-01 3.9877855187793600 2004-02-01 4.0340370134249990 2004-03-01 4.1171843423276800 2004-04-01 4.0387380017475500 2004-05-01 4.1038472037643094 2004-06-01 4.1630092546264300 2004-07-01 4.2047721060686100 2004-08-01 4.2712433438189500 2004-09-01 4.2716112961107500 2004-10-01 4.3028005989031500 2004-11-01 4.2624973835543300 2004-12-01 4.2401832284631100 2005-01-01 4.1856776964931900 2005-02-01 4.2438281935815100 2005-03-01 4.2194985198573100 2005-04-01 4.2390034691561500 2005-05-01 4.2156878997693590 2005-06-01 4.1531031449268300 2005-07-01 4.1983127479635700 2005-08-01 4.1611803970184910 2005-09-01 4.1639878553448100 2005-10-01 4.1048969394553800 2005-11-01 4.0646645275197300 2005-12-01 4.1515259938433900 2006-01-01 4.1831382999733995 2006-02-01 4.1489680632735700 2006-03-01 4.0221366643211400 2006-04-01 4.1360750915363300 2006-05-01 4.0199174170274100 2006-06-01 4.1473190047647800 2006-07-01 4.0966653629487900 2006-08-01 4.1613782413944200 2006-09-01 4.1531820430219110 2006-10-01 4.2087450030686900 2006-11-01 4.2737376596224000 2006-12-01 4.2531608063131600 2007-01-01 4.2748033020960500 2007-02-01 4.2514408888266200 2007-03-01 4.3260700021108800 2007-04-01 4.3321786009692900 2007-05-01 4.3220680212699600 2007-06-01 4.3388818443046000 2007-07-01 4.3056108827406210 2007-08-01 4.2666185970272790 2007-09-01 4.3495681203424800 2007-10-01 4.2099434664768100 2007-11-01 4.1795100709549300 2007-12-01 4.1454459901236700 2008-01-01 4.1654046792807500 2008-02-01 4.1494438401270894 2008-03-01 4.2321759512029790 2008-04-01 4.1306657964499600 2008-05-01 4.2212229039356000 2008-06-01 4.2358280458106300 2008-07-01 4.3186790125072900 2008-08-01 4.2709456842650800 2008-09-01 4.2513975695804200 2008-10-01 4.2100245442357895 2008-11-01 4.1812828633957700 2008-12-01 4.1333185866684700 2009-01-01 4.0541687437443300 2009-02-01 4.0441872573688700 2009-03-01 3.9345886920690503 2009-04-01 3.9365641232537096 2009-05-01 3.9218751193392904 2009-06-01 3.8416074040108903 2009-07-01 3.8361993070265800 2009-08-01 3.7673906761414395 2009-09-01 3.8577252275301404 2009-10-01 3.8055806285675600 2009-11-01 3.7739149128653504 2009-12-01 3.8192228531219796 2010-01-01 3.8460711724014900 2010-02-01 3.9373197930732800 2010-03-01 3.8405387884658800 2010-04-01 3.8444132148945100 2010-05-01 3.8205891034599100 2010-06-01 3.8515362069668100 2010-07-01 3.7565252934633198 2010-08-01 3.7603034243439900 2010-09-01 3.7671001857720600 2010-10-01 3.7990965174795700 2010-11-01 3.7658834898276800 2010-12-01 3.8082500029566000 2011-01-01 3.9308966452983000 2011-02-01 3.8275632090331100 2011-03-01 3.8464006490470695 2011-04-01 3.8526628321465900 2011-05-01 3.8233056320237800 2011-06-01 3.7614265788629100 2011-07-01 4.0809178986722800 2011-08-01 3.9543190037933797 2011-09-01 3.8813703919765100 2011-10-01 3.8881835872032404 2011-11-01 3.9498061992506800 2011-12-01 3.9975575577965600 2012-01-01 3.9157010423486700 2012-02-01 3.9228112969794300 2012-03-01 3.9500527260443103 2012-04-01 3.9605886379698396 2012-05-01 4.0285523118204600 2012-06-01 3.9705528686934500 2012-07-01 4.0993641146748505 2012-08-01 4.1510820005357200 2012-09-01 4.1940883017416300 2012-10-01 4.1777031357498910 2012-11-01 4.2373523039789704 2012-12-01 4.1879237329766000 2013-01-01 4.2062179944724000 2013-02-01 4.2179216702726500 2013-03-01 4.2512594618137600 2013-04-01 4.2644299036143000 2013-05-01 4.3303985726214810 2013-06-01 4.3855037120710600 2013-07-01 4.3059385153165000 2013-08-01 4.3546752339428600 2013-09-01 4.3005099746666600 2013-10-01 4.3732690596980500 2013-11-01 4.2277843874643310 2013-12-01 4.2790451064126700 2014-01-01 4.4027766841699600 2014-02-01 4.4151099461122600 2014-03-01 4.3514191605908200 2014-04-01 4.3628661318441400 2014-05-01 4.3292389833822500 2014-06-01 4.4978385745857805 2014-07-01 4.3029429729375600 2014-08-01 4.3625789437692700 2014-09-01 4.4013408120789400 2014-10-01 4.4747412794426100 2014-11-01 4.5305742668328000 2014-12-01 4.5753863257175500 2015-01-01 4.5028210865308490 2015-02-01 4.4113888145993890 2015-03-01 4.5458569962389290 2015-04-01 4.3509518502170400 2015-05-01 4.3311415840972700 2015-06-01 4.3063193270519100 2015-07-01 4.2960497105648500 2015-08-01 4.2736158129225900 2015-09-01 4.2994274635972100 2015-10-01 4.2806207584712705 2015-11-01 4.2379029737616900 2015-12-01 4.2715611490820300 2016-01-01 4.2037466574187300 2016-02-01 4.3146386329637200 2016-03-01 4.2392830793789400 2016-04-01 4.4380982574031400 2016-05-01 4.4324437113198200 2016-06-01 4.4062283477971910 2016-07-01 4.4860367510362590 2016-08-01 4.4809494403223800 2016-09-01 4.4996523962698800 2016-10-01 4.4869235578712500 2016-11-01 4.5508526810006500 2016-12-01 4.5695652393820600 2017-01-01 4.6086172917773200 2017-02-01 4.6154711474334200 2017-03-01 4.7361521780543500 2017-04-01 4.6252533225449300 2017-05-01 4.6301721466949095 2017-06-01 4.6022230319458500 2017-07-01 4.6785743597365400 2017-08-01 4.6868495829304800 2017-09-01 4.7001745954154600 2017-10-01 4.6879272544516900 2017-11-01 4.7652775235879500 2017-12-01 4.7742130204675500 2018-01-01 4.8062661024813000 2018-02-01 4.8205125087213700 2018-03-01 4.9350617968299110 2018-04-01 4.9147764603868490 2018-05-01 4.8258510377961600 2018-06-01 4.8938796369660000 2018-07-01 4.8775030026240100 2018-08-01 4.8900781818705990 2018-09-01 4.9026406193583000 2018-10-01 4.8829541485500005 2018-11-01 4.7799263863468210 2018-12-01 4.8834749664550400 2019-01-01 4.9011500596540500 2019-02-01 4.9221686200697500 2019-03-01 4.9349196131559600 2019-04-01 5.0033210128332000 2019-05-01 5.1247069216924300 2019-06-01 5.1891175563848100 2019-07-01 5.1806555347509500 2019-08-01 5.1917511639013090 2019-09-01 5.2062978498376510 2019-10-01 5.2742448397881800 2019-11-01 5.2887393545773090 2019-12-01 5.3883604002844000 2020-01-01 5.1966197090106800 2020-02-01 5.3272643604164200 2020-03-01 5.2359538312894800 2020-04-01 4.8972587168467400 2020-05-01 4.9201365609796300 2020-06-01 4.9886297286985500 2020-07-01 4.8838976433403705 2020-08-01 4.8920741614666200 2020-09-01 4.9075249087060700 2020-10-01 4.9686941346490090 2020-11-01 4.8923212127856400 2020-12-01 4.8889163063486505 2021-01-01 4.9998530291611110 2021-02-01 4.9268182015014300 2021-03-01 5.0381305111247600 2021-04-01 4.9939645944991300 2021-05-01 4.9152697382134600 2021-06-01 4.8933305730545710 2021-07-01 4.8849272474219605 2021-08-01 4.8900220209813705 2021-09-01 4.9070076636667310 2021-10-01 4.8656284487544410 2021-11-01 4.8936592717616705 2021-12-01 4.8902562654267000 2022-01-01 4.9027748298184100 2022-02-01 4.9286631922707310 2022-03-01 4.9365950793820800 2022-04-01 4.9912674644351800 2022-05-01 5.0117624927061000 2022-06-01 5.0006231007565995 2022-07-01 5.0845645406661300 2022-08-01 5.0868783940803395 2022-09-01 5.0036629727238000 2022-10-01 5.0690390849978700 2022-11-01 5.0917475139530800 2022-12-01 5.0912909809001200 2023-01-01 5.0073771837450300 2023-02-01 5.0297704114942500