Title: All Employees: Professional and Business Services in Lake Havasu City-Kingman, AZ (MSA) Series ID: SMU04294206000000001SA 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 2021-03-01 Last Updated: 2021-04-16 6:23 PM CDT Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' 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/srd/www/x13as/). 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/SMU04294206000000001). 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 1.3355919742096100 1990-02-01 1.2829755475993100 1990-03-01 1.3356563002646800 1990-04-01 1.3599297660722800 1990-05-01 1.4153725148218301 1990-06-01 1.4274696643742202 1990-07-01 1.4823514192868900 1990-08-01 1.3599544573587700 1990-09-01 1.4494329735798899 1990-10-01 1.5333350339213000 1990-11-01 1.5518051570995501 1990-12-01 1.5682506642228600 1991-01-01 1.4364493601111499 1991-02-01 1.3773547598239900 1991-03-01 1.4396052356021700 1991-04-01 1.3585019680011600 1991-05-01 1.3139985960220602 1991-06-01 1.3325276641934398 1991-07-01 1.2809379863261800 1991-08-01 1.2565555492073301 1991-09-01 1.3444496145227700 1991-10-01 1.3324829257621800 1991-11-01 1.3515956318901399 1991-12-01 1.3736765754104499 1992-01-01 1.3437971982965702 1992-02-01 1.3731310347069299 1992-03-01 1.3487515201802000 1992-04-01 1.3564045812290200 1992-05-01 1.4126575985525200 1992-06-01 1.4361322888508201 1992-07-01 1.4726945469338402 1992-08-01 1.5455021327363100 1992-09-01 1.5292955548157200 1992-10-01 1.5341451712636298 1992-11-01 1.5618935165935400 1992-12-01 1.5834805711236600 1993-01-01 1.8573551523759900 1993-02-01 1.8669984570228100 1993-03-01 1.8562783111637398 1993-04-01 1.9542799119862200 1993-05-01 1.9175551372200100 1993-06-01 1.9461620082902100 1993-07-01 1.8590041539229700 1993-08-01 1.7256392937409397 1993-09-01 1.8065063764426800 1993-10-01 1.7289109615433400 1993-11-01 1.8745087026065100 1993-12-01 1.8952193701846200 1994-01-01 1.9759090724951300 1994-02-01 1.9665394825225702 1994-03-01 1.9656102601546500 1994-04-01 1.9533179476396698 1994-05-01 2.0325259725225800 1994-06-01 1.9444581622445400 1994-07-01 2.0475706052093603 1994-08-01 2.1089008009105803 1994-09-01 2.1814970065621800 1994-10-01 2.2159049464111400 1994-11-01 2.2812287387684300 1994-12-01 2.1987317117073600 1995-01-01 2.1953559525389297 1995-02-01 2.0778283447474900 1995-03-01 2.1762171087809596 1995-04-01 2.2555725466971400 1995-05-01 2.3491982564161100 1995-06-01 2.5479739535338397 1995-07-01 2.4437703092004104 1995-08-01 2.3916877977290203 1995-09-01 2.3539925196316900 1995-10-01 2.2936795507590400 1995-11-01 2.2757883227613400 1995-12-01 2.3920518897329397 1996-01-01 2.4136355036035400 1996-02-01 2.6098888520054100 1996-03-01 2.6922053978663905 1996-04-01 2.6595826567062100 1996-05-01 2.5582250048237800 1996-06-01 2.5433282744153796 1996-07-01 2.6387987356153397 1996-08-01 2.7863651613484297 1996-09-01 2.6326399062003000 1996-10-01 2.8806730831102003 1996-11-01 2.5625826090862800 1996-12-01 2.5724750499284803 1997-01-01 2.6266443396555896 1997-02-01 2.6475355430074700 1997-03-01 2.6089264588352500 1997-04-01 2.5692537659476800 1997-05-01 2.5511982841044600 1997-06-01 2.7365103942441600 1997-07-01 2.6366156949902700 1997-08-01 2.6920181809500097 1997-09-01 2.7188928585126000 1997-10-01 2.8776212878996900 1997-11-01 2.7427823607480697 1997-12-01 2.6520973298930097 1998-01-01 2.5313436611195000 1998-02-01 2.4835473727571000 1998-03-01 2.4300726064696403 1998-04-01 2.4846846701722796 1998-05-01 2.4232841902771500 1998-06-01 2.4171250608877700 1998-07-01 2.4310480528171200 1998-08-01 2.6083203175844503 1998-09-01 2.6253320659261297 1998-10-01 2.8880341529443196 1998-11-01 2.6220389385774303 1998-12-01 2.7369026803891403 1999-01-01 3.0287113218060804 1999-02-01 2.8108351181696802 1999-03-01 2.7469127300994303 1999-04-01 2.9970218015051600 1999-05-01 2.9775990979395100 1999-06-01 2.8987700044409500 1999-07-01 3.0265088066311900 1999-08-01 2.9272109291363200 1999-09-01 2.9440026158428503 1999-10-01 2.9073748250332003 1999-11-01 3.0082865159828400 1999-12-01 3.0338546200099503 2000-01-01 3.0209462699784200 2000-02-01 2.9281767465481097 2000-03-01 2.9523866695385097 2000-04-01 2.9050897055780296 2000-05-01 3.0259257987796500 2000-06-01 3.0818590784595000 2000-07-01 3.0120949735335900 2000-08-01 2.9485986573114500 2000-09-01 3.0761247332495296 2000-10-01 3.0361120143645097 2000-11-01 3.1054448208641600 2000-12-01 3.1344582071265297 2001-01-01 2.9091059218122703 2001-02-01 2.9298890123984505 2001-03-01 2.8468763498251300 2001-04-01 2.8064366965469700 2001-05-01 2.8913082609400296 2001-06-01 2.8649213219459700 2001-07-01 2.9020404569093197 2001-08-01 2.9642127004290200 2001-09-01 2.9051037389508200 2001-10-01 2.9619598309466100 2001-11-01 2.9143741169758797 2001-12-01 2.9438101890989796 2002-01-01 3.2011613355544104 2002-02-01 3.1133180904102598 2002-03-01 3.1269343016416205 2002-04-01 3.2009166588569900 2002-05-01 3.1786838077437003 2002-06-01 3.1554868161471600 2002-07-01 3.0984496916482596 2002-08-01 3.0755180665695500 2002-09-01 3.0332361624518196 2002-10-01 3.0771599845290500 2002-11-01 3.1265834540954000 2002-12-01 3.1482532307001900 2003-01-01 3.3963773993212200 2003-02-01 3.2934071326415895 2003-03-01 3.4050460536189200 2003-04-01 3.3833758735246300 2003-05-01 3.4839094887543500 2003-06-01 3.4538313545788997 2003-07-01 3.5055888785145100 2003-08-01 3.4802051394518300 2003-09-01 3.5472437176824396 2003-10-01 3.5884552225129000 2003-11-01 3.6447914012893700 2003-12-01 3.6537865733779595 2004-01-01 3.5953435742098905 2004-02-01 3.4697895324530400 2004-03-01 3.3729360429324102 2004-04-01 3.4590751967516398 2004-05-01 3.3989637173708904 2004-06-01 3.5691356257054196 2004-07-01 3.8131671085503704 2004-08-01 3.6902118530621295 2004-09-01 3.6574277723414300 2004-10-01 3.5934328485364104 2004-11-01 3.5534549979743497 2004-12-01 3.5448694882170200 2005-01-01 3.5897692248102100 2005-02-01 3.7574153415751703 2005-03-01 3.7544292600904705 2005-04-01 3.7417005907261403 2005-05-01 3.7157843901043304 2005-06-01 3.8822253864827400 2005-07-01 3.6223667143871800 2005-08-01 3.7978487950302102 2005-09-01 3.8588949364349800 2005-10-01 3.9891138276286100 2005-11-01 4.0597907520536800 2005-12-01 4.1420889126323700 2006-01-01 4.0864926260053200 2006-02-01 3.9430550085387700 2006-03-01 4.1417909533823100 2006-04-01 4.1299180614774100 2006-05-01 4.1344365485441400 2006-06-01 4.1009349779201900 2006-07-01 4.0274071938228300 2006-08-01 4.0004822492411300 2006-09-01 4.0623929732357995 2006-10-01 3.8724157476412600 2006-11-01 3.8572454975677095 2006-12-01 3.8403392420512996 2007-01-01 3.8830356427117803 2007-02-01 3.9388662518030500 2007-03-01 3.9452482926456300 2007-04-01 3.9241847108493704 2007-05-01 3.8486620515040500 2007-06-01 3.8151957424431800 2007-07-01 3.8276773007685900 2007-08-01 3.7939465067493100 2007-09-01 3.7627092486488300 2007-10-01 3.7523256403601404 2007-11-01 3.7522348419912600 2007-12-01 3.7522198741334702 2008-01-01 3.6801980856271000 2008-02-01 3.5379516158523400 2008-03-01 3.5510811768332404 2008-04-01 3.5191330839599200 2008-05-01 3.5612755699587800 2008-06-01 3.6298605712352900 2008-07-01 3.4235335956505497 2008-08-01 3.3887343065435800 2008-09-01 3.3607178350426095 2008-10-01 3.4311850188342300 2008-11-01 3.3425539860015300 2008-12-01 3.3599563974614600 2009-01-01 3.3777353417021603 2009-02-01 3.3459935825551000 2009-03-01 3.2647872600514702 2009-04-01 3.1182331704041400 2009-05-01 3.1685958610080000 2009-06-01 3.2381777290735094 2009-07-01 3.3212627893953104 2009-08-01 3.2790453540116102 2009-09-01 3.3504709640008100 2009-10-01 3.2118752996062500 2009-11-01 3.2442540539409000 2009-12-01 3.1761660332797600 2010-01-01 3.1752930709293700 2010-02-01 3.2495472273296100 2010-03-01 3.2733817087139600 2010-04-01 3.3137121678326498 2010-05-01 3.3721879822545400 2010-06-01 3.4416552472988795 2010-07-01 3.5227452619559800 2010-08-01 3.5761563677353103 2010-09-01 3.5409584074030600 2010-10-01 3.6020879565914300 2010-11-01 3.6451589116781900 2010-12-01 3.5820303430925096 2011-01-01 3.5778179608573697 2011-02-01 3.5555189141025094 2011-03-01 3.5774199742143100 2011-04-01 3.6077625349165694 2011-05-01 3.5670799347157800 2011-06-01 3.5463607382846100 2011-07-01 3.5269040819197800 2011-08-01 3.4775830948798000 2011-09-01 3.5331302865236003 2011-10-01 3.4952898639015000 2011-11-01 3.4509436162992200 2011-12-01 3.4840635078283597 2012-01-01 3.4742545455769300 2012-02-01 3.6605796699938100 2012-03-01 3.5803326394648900 2012-04-01 3.4044897525736704 2012-05-01 3.3606066312084100 2012-06-01 3.3527326140189200 2012-07-01 3.3289012450226800 2012-08-01 3.3861986394661300 2012-09-01 3.4227183984645400 2012-10-01 3.3885204633220100 2012-11-01 3.3531983888639400 2012-12-01 3.3772822560239100 2013-01-01 3.4752190118177300 2013-02-01 3.4699224808250200 2013-03-01 3.4856543675932903 2013-04-01 3.5087560268820600 2013-05-01 3.5485268768337797 2013-06-01 3.5587928064893300 2013-07-01 3.4314040643120200 2013-08-01 3.3921954211481897 2013-09-01 3.3129136816432796 2013-10-01 3.2785341610649300 2013-11-01 3.3549183487812204 2013-12-01 3.3717125237703596 2014-01-01 3.2735500166757200 2014-02-01 3.2729491699545497 2014-03-01 3.2956941107426600 2014-04-01 3.3232584175081000 2014-05-01 3.2403920819018000 2014-06-01 3.1645133513720696 2014-07-01 3.2305088913911200 2014-08-01 3.1916578336687795 2014-09-01 3.1008358021058300 2014-10-01 3.2747151980864704 2014-11-01 3.1473316275590500 2014-12-01 3.1658904399631500 2015-01-01 3.1818906386444996 2015-02-01 3.0708132963893200 2015-03-01 3.0063309116489796 2015-04-01 2.9385363207634003 2015-05-01 2.9389844787012898 2015-06-01 2.9718667002736403 2015-07-01 3.0267003156989200 2015-08-01 2.9824634756636400 2015-09-01 3.0919375023236600 2015-10-01 3.0714905318238700 2015-11-01 3.0421064099796404 2015-12-01 2.7637544705854700 2016-01-01 2.8831956911389702 2016-02-01 2.8661469876295400 2016-03-01 2.9176987121920800 2016-04-01 3.2544015125601100 2016-05-01 3.2379687415954400 2016-06-01 3.2779612711784303 2016-07-01 3.2276748250185494 2016-08-01 3.2717278879001300 2016-09-01 3.2789018710190803 2016-10-01 3.2740122702612000 2016-11-01 3.3384046158796900 2016-12-01 3.3664789665543300 2017-01-01 3.3860015570991098 2017-02-01 3.4584239388011700 2017-03-01 3.4273866584054500 2017-04-01 3.3614012872981100 2017-05-01 3.3322890377578800 2017-06-01 3.2772208172972500 2017-07-01 3.3381621527726500 2017-08-01 3.3629103022163997 2017-09-01 3.3723868746841400 2017-10-01 3.3817868422873900 2017-11-01 3.4376605399923300 2017-12-01 3.4713262443559505 2018-01-01 3.4781100081332004 2018-02-01 3.5533549846767403 2018-03-01 3.5313862310127400 2018-04-01 3.5636339648275000 2018-05-01 3.5264540287315103 2018-06-01 3.6716194958458703 2018-07-01 3.7509250066617597 2018-08-01 3.7584503926153200 2018-09-01 3.7740742632418196 2018-10-01 3.7934797362901000 2018-11-01 3.7341376750689400 2018-12-01 3.7732480309610600 2019-01-01 3.7714565526566295 2019-02-01 3.6519910136846500 2019-03-01 3.7318058811144900 2019-04-01 3.7585396469684795 2019-05-01 3.8243127953743703 2019-06-01 3.7632700948567500 2019-07-01 3.7595825545325400 2019-08-01 3.8598765377982600 2019-09-01 3.8824803511185800 2019-10-01 3.8988758776718098 2019-11-01 3.8331803761428898 2019-12-01 3.9724492904219100 2020-01-01 4.3594266320966810 2020-02-01 4.2588709711943700 2020-03-01 4.2295579034971800 2020-04-01 3.5556639607752300 2020-05-01 3.7237955343312000 2020-06-01 3.9562821260411000 2020-07-01 3.6645686470138300 2020-08-01 3.6626209759001203 2020-09-01 3.6868968802365600 2020-10-01 3.7004100615681500 2020-11-01 3.7318919957475094 2020-12-01 3.6743498846554700 2021-01-01 3.6549521510932700 2021-02-01 3.5647310530469705 2021-03-01 3.6285315189565100