Title: All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Vallejo-Fairfield, CA (MSA) Series ID: SMU06467006056000001SA 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 2024-03-01 Last Updated: 2024-04-20 6:50 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/SMU06467006056000001). 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 4.2916088362249000 1990-02-01 4.3049338426278900 1990-03-01 4.2951012724604100 1990-04-01 4.2462918653231200 1990-05-01 4.3976920300141000 1990-06-01 4.2867114156094100 1990-07-01 4.3274245208680800 1990-08-01 4.2742295060844910 1990-09-01 4.3002915429640490 1990-10-01 4.2598068138514700 1990-11-01 4.3567326522784400 1990-12-01 4.2525698436676900 1991-01-01 3.7837836218585097 1991-02-01 3.7983708559755800 1991-03-01 3.8964925256913503 1991-04-01 3.9437110449506900 1991-05-01 3.9019994446351600 1991-06-01 3.7632000575640700 1991-07-01 3.8116326883071300 1991-08-01 3.8775286338978800 1991-09-01 3.9084490540273600 1991-10-01 3.8778474003088600 1991-11-01 3.8689223633957006 1991-12-01 3.9563498813518194 1992-01-01 4.0970583635989100 1992-02-01 4.2166020383494995 1992-03-01 4.5289929271604406 1992-04-01 4.2497074807232700 1992-05-01 4.1064067162972200 1992-06-01 4.2459419613610300 1992-07-01 4.2938777466696400 1992-08-01 4.0599058532735000 1992-09-01 4.3893874061342900 1992-10-01 4.5630784115779900 1992-11-01 4.4789822727629200 1992-12-01 4.4609319076670895 1993-01-01 4.3064361376381200 1993-02-01 4.1225342275515200 1993-03-01 4.4520361197111600 1993-04-01 3.9502045617843398 1993-05-01 3.8044842230365200 1993-06-01 4.0152910287208300 1993-07-01 4.1671211353019500 1993-08-01 3.9578825308490300 1993-09-01 3.8935899691421003 1993-10-01 3.9890500009921497 1993-11-01 3.9827567203918903 1993-12-01 4.0741704448590000 1994-01-01 4.1110153623265200 1994-02-01 4.2424101815656500 1994-03-01 4.2701379152429500 1994-04-01 4.4721371416615900 1994-05-01 4.3975056234468300 1994-06-01 4.4854754989515190 1994-07-01 4.5314048517155400 1994-08-01 4.5294833500350995 1994-09-01 4.4604879131736395 1994-10-01 4.3877957039832000 1994-11-01 4.3822470010272400 1994-12-01 4.5943791514446400 1995-01-01 4.6349051929189400 1995-02-01 4.7728965174626290 1995-03-01 4.8186813655880300 1995-04-01 4.7826431849820190 1995-05-01 4.9880356764739700 1995-06-01 4.9684689916933090 1995-07-01 4.7966044292396300 1995-08-01 5.0049832009522400 1995-09-01 5.1231744398676400 1995-10-01 5.0836871193469500 1995-11-01 5.0618384490704500 1995-12-01 4.9102491032122100 1996-01-01 5.0602387453140400 1996-02-01 4.8902357554836400 1996-03-01 4.9312825582152410 1996-04-01 4.9996335258098200 1996-05-01 5.0904838306085300 1996-06-01 5.0744708257486000 1996-07-01 5.0666259760612000 1996-08-01 4.9922645443978400 1996-09-01 5.1037351000830000 1996-10-01 5.1829993059974800 1996-11-01 5.3476753168333895 1996-12-01 5.3314867754095200 1997-01-01 5.2716678308477690 1997-02-01 5.4193714543996900 1997-03-01 5.7696070227187400 1997-04-01 5.2040479835621100 1997-05-01 5.3053602516007000 1997-06-01 5.5836549429408600 1997-07-01 5.6383151824681800 1997-08-01 5.6631398265988800 1997-09-01 5.6774558385689495 1997-10-01 5.5713258805747900 1997-11-01 5.5250637518506900 1997-12-01 5.6223965548693300 1998-01-01 5.8004005876961190 1998-02-01 5.9490187486452600 1998-03-01 5.9578427147418890 1998-04-01 6.2427735794765200 1998-05-01 6.2334544083639600 1998-06-01 6.2872992389670710 1998-07-01 6.4077655940314700 1998-08-01 6.6178163105081200 1998-09-01 6.6384854142523390 1998-10-01 6.8359398946925590 1998-11-01 7.0088972278289600 1998-12-01 7.1220797395679805 1999-01-01 6.8493835744556290 1999-02-01 6.6716489510679200 1999-03-01 6.7708050749213900 1999-04-01 6.5424765199655495 1999-05-01 6.5522954868191210 1999-06-01 6.6726050363890300 1999-07-01 7.0987955576710800 1999-08-01 7.2007372994742090 1999-09-01 7.2295280307636390 1999-10-01 7.4376163266942505 1999-11-01 7.4115289868387500 1999-12-01 7.6061149496966700 2000-01-01 8.1056710292509300 2000-02-01 7.8932042188609800 2000-03-01 7.9744573967387400 2000-04-01 8.1940924340610390 2000-05-01 8.1800377003332700 2000-06-01 8.2471377481423100 2000-07-01 7.6943316369073890 2000-08-01 7.7861756402824300 2000-09-01 7.8099541920154600 2000-10-01 7.6531821253920590 2000-11-01 7.9335164222112910 2000-12-01 7.6092569458013095 2001-01-01 7.2695213000203300 2001-02-01 7.1396571811104110 2001-03-01 7.1222853634780300 2001-04-01 6.8545207288659100 2001-05-01 6.8555303673242100 2001-06-01 6.7294876336948000 2001-07-01 6.6504801859599400 2001-08-01 6.6613634661573400 2001-09-01 6.6621038734630190 2001-10-01 6.6919418134234300 2001-11-01 6.6560757460857900 2001-12-01 6.5878000084916195 2002-01-01 6.7422831684205590 2002-02-01 6.9082823105704100 2002-03-01 6.8946305354226100 2002-04-01 7.0657105273955700 2002-05-01 7.0563284691263900 2002-06-01 7.1250700756587300 2002-07-01 6.9652083187618300 2002-08-01 6.9731598369293400 2002-09-01 6.6597051813427310 2002-10-01 6.7909929846553710 2002-11-01 6.8636192087560500 2002-12-01 6.7649772043516000 2003-01-01 6.8349856979768395 2003-02-01 6.8896007864176700 2003-03-01 6.9028561088074510 2003-04-01 6.6499979432222000 2003-05-01 6.6528240722199500 2003-06-01 6.7448071775932890 2003-07-01 6.8897632731201300 2003-08-01 6.8960415968659605 2003-09-01 6.9549833655350710 2003-10-01 6.8747044385085400 2003-11-01 6.9561151612294200 2003-12-01 7.0186800939733100 2004-01-01 7.1246284371393800 2004-02-01 7.0795801495056600 2004-03-01 7.2249064380089290 2004-04-01 7.3913239281936600 2004-05-01 7.4879746293862900 2004-06-01 7.3868624913787300 2004-07-01 7.1898682066047800 2004-08-01 7.2879316107591390 2004-09-01 7.2398202738703500 2004-10-01 7.3220770191184200 2004-11-01 7.2412132760814200 2004-12-01 7.3606613904941300 2005-01-01 7.3197993865959300 2005-02-01 7.2944581110707700 2005-03-01 7.3631529144090795 2005-04-01 7.3143336848338800 2005-05-01 7.2985256453377200 2005-06-01 7.3101602467449700 2005-07-01 7.5004189436648790 2005-08-01 7.4966684610760200 2005-09-01 7.6144247628028390 2005-10-01 7.6677534716423410 2005-11-01 7.7211067305880900 2005-12-01 7.7901913130600800 2006-01-01 7.4054824020954200 2006-02-01 7.4142107950956500 2006-03-01 7.2940775129781100 2006-04-01 7.3604209384066500 2006-05-01 7.3148449708812200 2006-06-01 7.2218112580892300 2006-07-01 7.3118209657744510 2006-08-01 7.2162469967651900 2006-09-01 7.1063298754362900 2006-10-01 7.1532421043689000 2006-11-01 7.1105188350792190 2006-12-01 6.9731398572142010 2007-01-01 7.3901567522070100 2007-02-01 7.5436209980462510 2007-03-01 7.7571608833566500 2007-04-01 7.3888662141102510 2007-05-01 7.3146457906923600 2007-06-01 7.3068882509663000 2007-07-01 7.3136505133494010 2007-08-01 7.4264399096012990 2007-09-01 7.2807701737743790 2007-10-01 7.3500350896368800 2007-11-01 7.4063738582246100 2007-12-01 7.0541169580765200 2008-01-01 6.7359526264273710 2008-02-01 6.6249036731627000 2008-03-01 6.6301335304628810 2008-04-01 6.4724558009082010 2008-05-01 6.5063237737953300 2008-06-01 6.4970574486366000 2008-07-01 6.1196286011182200 2008-08-01 6.0568709830043210 2008-09-01 6.1173332483485700 2008-10-01 6.2083289555319300 2008-11-01 5.9340104125489010 2008-12-01 5.6114309608376510 2009-01-01 5.7885237129343300 2009-02-01 5.7069849634298000 2009-03-01 5.6931420013172900 2009-04-01 5.7298763930080305 2009-05-01 5.8881516911372200 2009-06-01 6.0775615291324100 2009-07-01 6.2151365566703705 2009-08-01 6.3554792991720800 2009-09-01 6.6002480622872810 2009-10-01 6.6220947507030500 2009-11-01 6.8374815008320900 2009-12-01 7.0870916982143410 2010-01-01 4.8507185855719900 2010-02-01 4.8909047787544700 2010-03-01 4.8451324427458890 2010-04-01 4.8731111047332805 2010-05-01 4.7641274633211110 2010-06-01 4.6788862076099000 2010-07-01 4.6308970645672200 2010-08-01 4.4904457154922990 2010-09-01 4.4024490264322200 2010-10-01 4.4042939407831610 2010-11-01 4.3735121230737200 2010-12-01 4.3824402913594100 2011-01-01 4.4472357723358100 2011-02-01 4.3828651357147700 2011-03-01 4.4082342854470890 2011-04-01 4.4248000986813900 2011-05-01 4.5554306517742305 2011-06-01 4.5712210767869000 2011-07-01 4.9173820423717500 2011-08-01 4.8792738279460000 2011-09-01 4.8931911107740005 2011-10-01 4.9111681294356910 2011-11-01 4.6827332252866400 2011-12-01 4.7872126100940400 2012-01-01 4.9644484632915800 2012-02-01 5.0241842427034800 2012-03-01 4.9086779016129300 2012-04-01 4.9094326365723700 2012-05-01 4.7495992333391600 2012-06-01 4.7661353402141800 2012-07-01 4.6180882688415190 2012-08-01 4.5767845808805700 2012-09-01 4.5144268729739200 2012-10-01 4.7264644966361390 2012-11-01 4.7895300422123395 2012-12-01 4.8015898624506400 2013-01-01 4.5917543361136300 2013-02-01 4.8241652345948790 2013-03-01 5.1878072293279605 2013-04-01 5.0874171342144505 2013-05-01 5.1457039204826795 2013-06-01 5.0509719818026000 2013-07-01 5.1031135909417310 2013-08-01 5.1661962475404100 2013-09-01 5.1075528666516300 2013-10-01 4.8279620461678900 2013-11-01 4.7860978225583710 2013-12-01 4.9191485615713710 2014-01-01 4.7194093853932700 2014-02-01 4.7215965553977300 2014-03-01 4.7473677164909910 2014-04-01 4.6682692222882310 2014-05-01 4.6290812411532600 2014-06-01 4.7448840282579010 2014-07-01 4.7040829918854100 2014-08-01 4.5826330953804910 2014-09-01 4.7360816003661800 2014-10-01 4.9397545686846700 2014-11-01 4.7910726395604400 2014-12-01 4.7378875323804600 2015-01-01 4.7380572889648604 2015-02-01 4.6995272961336910 2015-03-01 4.7236021595697500 2015-04-01 4.7623943138703200 2015-05-01 4.8247090699023700 2015-06-01 4.8354185434538000 2015-07-01 4.7906094464860200 2015-08-01 4.8928487097243800 2015-09-01 4.9584795703864510 2015-10-01 4.9457813553117400 2015-11-01 5.0906909894364200 2015-12-01 4.9555229740181510 2016-01-01 4.8341939507970000 2016-02-01 4.8720099774799810 2016-03-01 4.9184359490800595 2016-04-01 4.8647886697392900 2016-05-01 4.8164851812243095 2016-06-01 4.7373359531253790 2016-07-01 4.8863127077849000 2016-08-01 4.8099987408839695 2016-09-01 4.6891206086756100 2016-10-01 4.7533829099481200 2016-11-01 4.6882598219134810 2016-12-01 4.6771081909671700 2017-01-01 4.8266538659906300 2017-02-01 4.8218558968691800 2017-03-01 4.8082692166125310 2017-04-01 4.6638091759758800 2017-05-01 4.8171872407428210 2017-06-01 4.9401156390635400 2017-07-01 4.7849734685040990 2017-08-01 4.8291375996218890 2017-09-01 4.8178433110411800 2017-10-01 4.7531686953868210 2017-11-01 4.8767455425448300 2017-12-01 4.9882366566072800 2018-01-01 5.2251053556375100 2018-02-01 5.1860497205469300 2018-03-01 5.2135908537343800 2018-04-01 5.2736043165723805 2018-05-01 5.3197624352472400 2018-06-01 5.3478396591866910 2018-07-01 5.3758644507186200 2018-08-01 5.3330776364230195 2018-09-01 5.4295228392230700 2018-10-01 5.4488060659140190 2018-11-01 5.4645388884380200 2018-12-01 5.6858188149691390 2019-01-01 5.5354817466311200 2019-02-01 5.4526714259914410 2019-03-01 5.4071909871435600 2019-04-01 5.4812623303722690 2019-05-01 5.5275444464831100 2019-06-01 5.5599471953304995 2019-07-01 5.5673217152937400 2019-08-01 5.6361864032030000 2019-09-01 5.7466989817594800 2019-10-01 5.7459145638393310 2019-11-01 5.7498467885987400 2019-12-01 5.6858279275485800 2020-01-01 5.6372153897315710 2020-02-01 5.7330047101374100 2020-03-01 5.7089683956292600 2020-04-01 4.7755922656929100 2020-05-01 4.8312406899288090 2020-06-01 5.0764581476197690 2020-07-01 4.9797013716089800 2020-08-01 5.0345061319561400 2020-09-01 5.0575083029445700 2020-10-01 5.1497693888226300 2020-11-01 5.3459087984271790 2020-12-01 5.3921356894270990 2021-01-01 5.3332257568971900 2021-02-01 5.4258384805353400 2021-03-01 5.5000590175075310 2021-04-01 5.4938579469695310 2021-05-01 5.4428878416472400 2021-06-01 5.3866985443663300 2021-07-01 5.2628595037298800 2021-08-01 5.4087364668941300 2021-09-01 5.4555694156069100 2021-10-01 5.5463395237746210 2021-11-01 5.5477982295445800 2021-12-01 5.5992789594727990 2022-01-01 5.6357371748490500 2022-02-01 5.9376105496185305 2022-03-01 5.9049981601861300 2022-04-01 5.8021342643581610 2022-05-01 5.8522344104014200 2022-06-01 5.6919734391457500 2022-07-01 5.8419529461902100 2022-08-01 5.7792773976253400 2022-09-01 5.6451721454992200 2022-10-01 5.6442038426056100 2022-11-01 5.6609994986858200 2022-12-01 5.6089524945644800 2023-01-01 5.7306979905165300 2023-02-01 5.7508370112853300 2023-03-01 5.7003031029670400 2023-04-01 5.8044676420184300 2023-05-01 5.8522266856540600 2023-06-01 5.9912343872148900 2023-07-01 6.1297735937079200 2023-08-01 6.2525930081778000 2023-09-01 6.3281113279238890 2023-10-01 6.3376408896949800 2023-11-01 6.3706141807513600 2023-12-01 6.4167310263682200 2024-01-01 6.5359803931662310 2024-02-01 6.4743284835437910 2024-03-01 6.5212779604540500