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 2020-04-01 Last Updated: 2020-05-22 1:56 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 1.3346924752067300 1990-02-01 1.2810311975381798 1990-03-01 1.3334554279564500 1990-04-01 1.3575394191508600 1990-05-01 1.4128910432874298 1990-06-01 1.4249961772674700 1990-07-01 1.4800314276213602 1990-08-01 1.3649081504466700 1990-09-01 1.4474281116452200 1990-10-01 1.5372967005045601 1990-11-01 1.5497001513569901 1990-12-01 1.5781383821197200 1991-01-01 1.4356270092737100 1991-02-01 1.3754200451980000 1991-03-01 1.4374522276804800 1991-04-01 1.3561513421361100 1991-05-01 1.3114939539127800 1991-06-01 1.3290017279645300 1991-07-01 1.2785723795463402 1991-08-01 1.2625687327317300 1991-09-01 1.3423137812229300 1991-10-01 1.3376676891994699 1991-11-01 1.3494925903389698 1991-12-01 1.3823396168269600 1992-01-01 1.3432760657009200 1992-02-01 1.3703994920376599 1992-03-01 1.3469028287030402 1992-04-01 1.3543153143261000 1992-05-01 1.4103768233781800 1992-06-01 1.4304380717227000 1992-07-01 1.4707197970016700 1992-08-01 1.5528988106758700 1992-09-01 1.5277342117859200 1992-10-01 1.5412904485343601 1992-11-01 1.5595181818871497 1992-12-01 1.5894633059648000 1993-01-01 1.8571062683679700 1993-02-01 1.8634091798780599 1993-03-01 1.8561699752738499 1993-04-01 1.9521407393253400 1993-05-01 1.9151777165176698 1993-06-01 1.9373965089422602 1993-07-01 1.8571147454315702 1993-08-01 1.7350707934028900 1993-09-01 1.8052684248858900 1993-10-01 1.7393818998774901 1993-11-01 1.8715484416446600 1993-12-01 1.8988516002530700 1994-01-01 1.9756555226304902 1994-02-01 1.9618382223871500 1994-03-01 1.9671234972386797 1994-04-01 1.9509602061217900 1994-05-01 2.0296889420590998 1994-06-01 1.9331205751351100 1994-07-01 2.0449020592943000 1994-08-01 2.1198572366345303 1994-09-01 2.1791136674629100 1994-10-01 2.2353834482158397 1994-11-01 2.2764221924651700 1994-12-01 2.1987809715898500 1995-01-01 2.1941208711430600 1995-02-01 2.0726483787332700 1995-03-01 2.1790268857768900 1995-04-01 2.2528647241127002 1995-05-01 2.3459790715379300 1995-06-01 2.5355415001711900 1995-07-01 2.4403572159287004 1995-08-01 2.4018289852093500 1995-09-01 2.3503717842543500 1995-10-01 2.3224421817244703 1995-11-01 2.2696821895352900 1995-12-01 2.3899769216642900 1996-01-01 2.4109728092071400 1996-02-01 2.6041192445945500 1996-03-01 2.6947336072955800 1996-04-01 2.6567222593178800 1996-05-01 2.5549816115687600 1996-06-01 2.5318810692641300 1996-07-01 2.6352409454285800 1996-08-01 2.7936044064792600 1996-09-01 2.6285931537511200 1996-10-01 2.9159042238808800 1996-11-01 2.5558498846857500 1996-12-01 2.5687053677637700 1997-01-01 2.6227135392114103 1997-02-01 2.6420944433137500 1997-03-01 2.6108849703254500 1997-04-01 2.5660816501777500 1997-05-01 2.5479622018467300 1997-06-01 2.7275823294008300 1997-07-01 2.6331568842380495 1997-08-01 2.6964787160780297 1997-09-01 2.7149419978782500 1997-10-01 2.9134094416238200 1997-11-01 2.7368738733078900 1997-12-01 2.6479595372269000 1998-01-01 2.5269598755708900 1998-02-01 2.4789230157858797 1998-03-01 2.4303142689220802 1998-04-01 2.4816893590943600 1998-05-01 2.4204842924220800 1998-06-01 2.4116960986399500 1998-07-01 2.4280219324653904 1998-08-01 2.6100848800371700 1998-09-01 2.6217140576064500 1998-10-01 2.9204791418413500 1998-11-01 2.6172766220049800 1998-12-01 2.7328416911552798 1999-01-01 3.0243062128728600 1999-02-01 2.8075024098871500 1999-03-01 2.7457699340358500 1999-04-01 2.9945907435792200 1999-05-01 2.9756683534357897 1999-06-01 2.8962977691651600 1999-07-01 3.0245599699232400 1999-08-01 2.9271094296188700 1999-09-01 2.9416908747155400 1999-10-01 2.9310216889589900 1999-11-01 3.0056797065240000 1999-12-01 3.0308129105050000 2000-01-01 3.0172862635941704 2000-02-01 2.9257656188585800 2000-03-01 2.9504250544560900 2000-04-01 2.9035767960716097 2000-05-01 3.0250886320754597 2000-06-01 3.0812155003627097 2000-07-01 3.0116448459456800 2000-08-01 2.9474748959092905 2000-09-01 3.0758129998989600 2000-10-01 3.0485171210799400 2000-11-01 3.1047459752698300 2000-12-01 3.1330864227753300 2001-01-01 2.9066828054050498 2001-02-01 2.9285494742213800 2001-03-01 2.8448715582268200 2001-04-01 2.8056793789234797 2001-05-01 2.8909512417804300 2001-06-01 2.8649288717711700 2001-07-01 2.9023495232429600 2001-08-01 2.9639050630141100 2001-09-01 2.9057397169028200 2001-10-01 2.9657775441179800 2001-11-01 2.9148082116029100 2001-12-01 2.9435590052205800 2002-01-01 3.1998617930088997 2002-02-01 3.1131827130526200 2002-03-01 3.1248213305282000 2002-04-01 3.2007370801083100 2002-05-01 3.1784807688238503 2002-06-01 3.1557873524334400 2002-07-01 3.0989834016162803 2002-08-01 3.0754924628456800 2002-09-01 3.0338280967312903 2002-10-01 3.0777792499802900 2002-11-01 3.1271178624003304 2002-12-01 3.1484050161599600 2003-01-01 3.3956901839543600 2003-02-01 3.2941973024977900 2003-03-01 3.4025581156009000 2003-04-01 3.3835840394618700 2003-05-01 3.4837053700724194 2003-06-01 3.4542312567229600 2003-07-01 3.5061227056942300 2003-08-01 3.4802161839962000 2003-09-01 3.5475310312355700 2003-10-01 3.5887131420936798 2003-11-01 3.6450379236519800 2003-12-01 3.6538966065439804 2004-01-01 3.5948733442748906 2004-02-01 3.4710012589627497 2004-03-01 3.3705140937371803 2004-04-01 3.4592967953785596 2004-05-01 3.3987056609892403 2004-06-01 3.5695005522775900 2004-07-01 3.8136324487328900 2004-08-01 3.6903520012931503 2004-09-01 3.6575966053579400 2004-10-01 3.5935353182234400 2004-11-01 3.5535610626645400 2004-12-01 3.5449981043028700 2005-01-01 3.5895567362965300 2005-02-01 3.7586872092191803 2005-03-01 3.7520264322105400 2005-04-01 3.7419303710494000 2005-05-01 3.7155128545179097 2005-06-01 3.8825720877658303 2005-07-01 3.6228067501290298 2005-08-01 3.7979712887803000 2005-09-01 3.8590537329228400 2005-10-01 3.9891446808538995 2005-11-01 4.0598018014801610 2005-12-01 4.1420875536218700 2006-01-01 4.0864315593071500 2006-02-01 3.9441405425801200 2006-03-01 4.1400854074962400 2006-04-01 4.1299731938180500 2006-05-01 4.1341713041318400 2006-06-01 4.1011851501067700 2006-07-01 4.0277439885146700 2006-08-01 4.0005612952751600 2006-09-01 4.0625514656802800 2006-10-01 3.8724124747290000 2006-11-01 3.8572204624468000 2006-12-01 3.8402948420812500 2007-01-01 3.8829868591665000 2007-02-01 3.9395863364348600 2007-03-01 3.9443369776801200 2007-04-01 3.9241400777527900 2007-05-01 3.8484522688324700 2007-06-01 3.8153303049587700 2007-07-01 3.8278820960903500 2007-08-01 3.7939921371041603 2007-09-01 3.7628809558438303 2007-10-01 3.7523111791224400 2007-11-01 3.7521981742555800 2007-12-01 3.7521467408231604 2008-01-01 3.6800942930621700 2008-02-01 3.5382309842356700 2008-03-01 3.5509555054040200 2008-04-01 3.5189953375648795 2008-05-01 3.5611451019647300 2008-06-01 3.6299071915718600 2008-07-01 3.4236343039902097 2008-08-01 3.3887537359287103 2008-09-01 3.3608824232937207 2008-10-01 3.4311756088977905 2008-11-01 3.3425265842792005 2008-12-01 3.3599052964870500 2009-01-01 3.3776705131432100 2009-02-01 3.3459532221442596 2009-03-01 3.2647221033936806 2009-04-01 3.1182043056159103 2009-05-01 3.1685836630569200 2009-06-01 3.2382814989098705 2009-07-01 3.3213938795645896 2009-08-01 3.2790980913330300 2009-09-01 3.3506031367883904 2009-10-01 3.2118474596706803 2009-11-01 3.2442074621611297 2009-12-01 3.1760696468735900 2010-01-01 3.1751536677997500 2010-02-01 3.2493435130971100 2010-03-01 3.2731778142272403 2010-04-01 3.3135622383563197 2010-05-01 3.3720752476989300 2010-06-01 3.4427883347502100 2010-07-01 3.5228394325611700 2010-08-01 3.5762168364164800 2010-09-01 3.5411537994352402 2010-10-01 3.6015818442524000 2010-11-01 3.6450590635225404 2010-12-01 3.5820801478219300 2011-01-01 3.5774918088798000 2011-02-01 3.5551035286079595 2011-03-01 3.5769527167599500 2011-04-01 3.6074259606653194 2011-05-01 3.5669004719417500 2011-06-01 3.5485738254103700 2011-07-01 3.5270067846467300 2011-08-01 3.4777102726876300 2011-09-01 3.5349029844054103 2011-10-01 3.4929334097563203 2011-11-01 3.4507897605373996 2011-12-01 3.4842143164836700 2012-01-01 3.4736449674032600 2012-02-01 3.6598315776453503 2012-03-01 3.5795097910369200 2012-04-01 3.4038905478208306 2012-05-01 3.3603493410232800 2012-06-01 3.3560946211496403 2012-07-01 3.3291350512498794 2012-08-01 3.3866869944782600 2012-09-01 3.4271474513926400 2012-10-01 3.3834890455023600 2012-11-01 3.3524863685136700 2012-12-01 3.3779196130006200 2013-01-01 3.4756702946818594 2013-02-01 3.4660766707899100 2013-03-01 3.4846449949423700 2013-04-01 3.5083908640098196 2013-05-01 3.5489246592262900 2013-06-01 3.5626848785270400 2013-07-01 3.4321352567603600 2013-08-01 3.3932581386971200 2013-09-01 3.3200021672686804 2013-10-01 3.2713230937874100 2013-11-01 3.3535886169599403 2013-12-01 3.3723949451400204 2014-01-01 3.2747932089932600 2014-02-01 3.2657164912529097 2014-03-01 3.2942723181459903 2014-04-01 3.3229859555689703 2014-05-01 3.2414803733734500 2014-06-01 3.1692886386665000 2014-07-01 3.2323566955451803 2014-08-01 3.1939891094761800 2014-09-01 3.1097100387637400 2014-10-01 3.2669538950803500 2014-11-01 3.1450945820177996 2014-12-01 3.1658655720775300 2015-01-01 3.1829405069725603 2015-02-01 3.0592987630028703 2015-03-01 3.0039717346434200 2015-04-01 2.9383708412382400 2015-05-01 2.9412805090032900 2015-06-01 2.9774597204737203 2015-07-01 3.0309682681586896 2015-08-01 2.9872572749940898 2015-09-01 3.1027112600249600 2015-10-01 3.0652185372119396 2015-11-01 3.0394278137290196 2015-12-01 2.7615804402017097 2016-01-01 2.8815035584411800 2016-02-01 2.8481564397809100 2016-03-01 2.9125467480318000 2016-04-01 3.2521688896301604 2016-05-01 3.2461179125706000 2016-06-01 3.2835334018737994 2016-07-01 3.2351632801958500 2016-08-01 3.2820670349469303 2016-09-01 3.2963728237531797 2016-10-01 3.2726798120257903 2016-11-01 3.3320006526720602 2016-12-01 3.3572083364533998 2017-01-01 3.3784040140172595 2017-02-01 3.4334793309378000 2017-03-01 3.4128029300609000 2017-04-01 3.3579166598076700 2017-05-01 3.3528859257709900 2017-06-01 3.2856817349876000 2017-07-01 3.3480645881663196 2017-08-01 3.3790528768353200 2017-09-01 3.3970619338795300 2017-10-01 3.3873555471750200 2017-11-01 3.4307885357247900 2017-12-01 3.4521640211704100 2018-01-01 3.4625409073315097 2018-02-01 3.5176442769919998 2018-03-01 3.5060636739541000 2018-04-01 3.5576647468708096 2018-05-01 3.5597887960047103 2018-06-01 3.6891006794961300 2018-07-01 3.7641420280822100 2018-08-01 3.7795192830062803 2018-09-01 3.8051624758592900 2018-10-01 3.8055396815394200 2018-11-01 3.7255905179380000 2018-12-01 3.7433336359297800 2019-01-01 3.7475536032919200 2019-02-01 3.6069125635645096 2019-03-01 3.6967808527406400 2019-04-01 3.7516105923257594 2019-05-01 3.7682711972577800 2019-06-01 3.7931621049732700 2019-07-01 3.7750660214213596 2019-08-01 3.8830186479220496 2019-09-01 3.9163511868859704 2019-10-01 4.0147352770657100 2019-11-01 4.2260105042218700 2019-12-01 4.4351532340519295 2020-01-01 4.4305195251067590 2020-02-01 4.5021574971208300 2020-03-01 4.5905721902460000 2020-04-01 3.5473707556786205