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: Services to Buildings and Dwellings in Anaheim-Santa Ana-Irvine, CA (MD) Series ID: SMU06112446056170001SA 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 6:01 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/SMU06112446056170001). 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 16.807110070525000 1990-02-01 17.188788297138400 1990-03-01 17.129220638045600 1990-04-01 17.473998813252500 1990-05-01 17.341667562328900 1990-06-01 17.275968807243500 1990-07-01 17.373610823537000 1990-08-01 16.722608111760900 1990-09-01 17.460254249034300 1990-10-01 17.392513235499000 1990-11-01 17.611114212856698 1990-12-01 17.621165397811602 1991-01-01 17.923398916647603 1991-02-01 17.800922073125400 1991-03-01 17.420598736467500 1991-04-01 17.166159794851900 1991-05-01 17.130633362539200 1991-06-01 17.062815765126900 1991-07-01 17.162464011484500 1991-08-01 17.202015573023100 1991-09-01 17.149517899295400 1991-10-01 17.419081199193400 1991-11-01 17.456568721895800 1991-12-01 17.332229404998902 1992-01-01 17.446741811976100 1992-02-01 17.320188526227600 1992-03-01 17.705631139505698 1992-04-01 17.844295774281303 1992-05-01 18.004994395364400 1992-06-01 18.219643614162000 1992-07-01 17.948869903379000 1992-08-01 17.971241633358700 1992-09-01 17.936108689669800 1992-10-01 18.557318521844802 1992-11-01 18.835358809704100 1992-12-01 18.737457761930400 1993-01-01 17.985042880607600 1993-02-01 18.449404889863600 1993-03-01 18.709310841487802 1993-04-01 18.501178602392300 1993-05-01 18.659851491181396 1993-06-01 18.542368059686800 1993-07-01 19.054422526212896 1993-08-01 19.138475715096103 1993-09-01 19.028507144897198 1993-10-01 18.295700981317697 1993-11-01 18.407577412802300 1993-12-01 18.418050472033602 1994-01-01 18.650186494088900 1994-02-01 18.787034303963900 1994-03-01 18.761699715335200 1994-04-01 18.651585811003700 1994-05-01 18.492119663330200 1994-06-01 18.577020402479300 1994-07-01 18.545308495528300 1994-08-01 18.578194479932100 1994-09-01 18.709304350573300 1994-10-01 18.736012879737900 1994-11-01 19.074716650254400 1994-12-01 19.095204633333400 1995-01-01 20.024274791802800 1995-02-01 20.627961788097302 1995-03-01 20.868345900767300 1995-04-01 21.189982021756300 1995-05-01 21.213107368058200 1995-06-01 21.511749002521896 1995-07-01 21.552394195250603 1995-08-01 21.513805366098700 1995-09-01 21.690378605652200 1995-10-01 21.367166276601600 1995-11-01 21.791391081255900 1995-12-01 22.065729334828200 1996-01-01 22.105798285844898 1996-02-01 22.065653591115698 1996-03-01 22.113643120327700 1996-04-01 21.937995867983197 1996-05-01 22.030221151486000 1996-06-01 22.071340597162700 1996-07-01 21.856873646474400 1996-08-01 22.052525643406500 1996-09-01 22.074280963514900 1996-10-01 22.584051759112896 1996-11-01 22.666729554534303 1996-12-01 22.719212661733900 1997-01-01 22.483706034615697 1997-02-01 22.022610760970203 1997-03-01 22.533418237840200 1997-04-01 23.012648584187303 1997-05-01 23.368530550375300 1997-06-01 23.553688542179604 1997-07-01 24.066391521498605 1997-08-01 24.116872303720697 1997-09-01 24.166496588410300 1997-10-01 23.985644226080900 1997-11-01 24.079922550138900 1997-12-01 24.253099039494800 1998-01-01 25.072242526313200 1998-02-01 24.679940483030200 1998-03-01 24.905433698689400 1998-04-01 25.423124766670103 1998-05-01 25.742207775509200 1998-06-01 26.060833544195600 1998-07-01 26.262343311130700 1998-08-01 26.806652489408002 1998-09-01 26.855036440560300 1998-10-01 26.993950062269803 1998-11-01 27.088285169451400 1998-12-01 27.191230183221197 1999-01-01 27.618597977859398 1999-02-01 28.009172374093200 1999-03-01 27.995240534504700 1999-04-01 28.468438530060602 1999-05-01 28.580918975261700 1999-06-01 28.991209605454300 1999-07-01 28.255309252956100 1999-08-01 28.333663290550604 1999-09-01 28.359175735036900 1999-10-01 28.593599528766397 1999-11-01 28.683811206073500 1999-12-01 28.925671016030602 2000-01-01 28.447349939557200 2000-02-01 28.693802730306600 2000-03-01 28.836072477193200 2000-04-01 28.828845767949700 2000-05-01 28.854514288619200 2000-06-01 28.819969425309402 2000-07-01 29.470384101722697 2000-08-01 29.285833709506697 2000-09-01 29.477076237503700 2000-10-01 29.289803878346700 2000-11-01 29.511868064404897 2000-12-01 29.261658177792500 2001-01-01 28.731601606659100 2001-02-01 28.848641775172300 2001-03-01 29.024003079103800 2001-04-01 28.991675588694100 2001-05-01 29.159992390467302 2001-06-01 29.373337023679298 2001-07-01 28.886684684097098 2001-08-01 28.746661010496997 2001-09-01 28.617601391510895 2001-10-01 28.454505195705600 2001-11-01 28.365891182999500 2001-12-01 28.209331331952100 2002-01-01 28.607865087385000 2002-02-01 28.284943361708102 2002-03-01 28.124603702854700 2002-04-01 27.529576544755503 2002-05-01 27.557336452583400 2002-06-01 27.617767542598700 2002-07-01 28.009991217095298 2002-08-01 27.985081907515102 2002-09-01 28.051563848148800 2002-10-01 29.025063236764396 2002-11-01 28.881596806665396 2002-12-01 29.002500953154300 2003-01-01 28.549007936271302 2003-02-01 28.606635915579400 2003-03-01 28.536402075885800 2003-04-01 28.646799132868300 2003-05-01 28.838235515742397 2003-06-01 28.877719045229100 2003-07-01 28.717118303383497 2003-08-01 28.995759154776398 2003-09-01 29.487850087502900 2003-10-01 28.782222808343000 2003-11-01 28.816908729600700 2003-12-01 28.820184022417198 2004-01-01 29.102715792393305 2004-02-01 29.247529104276500 2004-03-01 29.498138807928000 2004-04-01 29.548292357341200 2004-05-01 29.472980328920897 2004-06-01 29.515184146767897 2004-07-01 29.517643069365100 2004-08-01 29.473083622613697 2004-09-01 29.510921551174103 2004-10-01 30.053261264664197 2004-11-01 29.776011099592900 2004-12-01 29.961108319030600 2005-01-01 29.961732394100103 2005-02-01 30.008437366572103 2005-03-01 30.372951727413500 2005-04-01 30.058939925916600 2005-05-01 29.675337526293998 2005-06-01 29.639588165653200 2005-07-01 29.807296545373300 2005-08-01 29.856660754138500 2005-09-01 30.031272256161700 2005-10-01 29.805557708489800 2005-11-01 30.211316605017000 2005-12-01 30.092352524350400 2006-01-01 31.342289124708100 2006-02-01 31.418337080201802 2006-03-01 31.589369872201100 2006-04-01 31.669789794266600 2006-05-01 31.941885100098200 2006-06-01 32.024306768674400 2006-07-01 32.201164252689600 2006-08-01 32.456551958538100 2006-09-01 32.442782315266600 2006-10-01 32.574846016117505 2006-11-01 32.724091940601100 2006-12-01 32.634518943427900 2007-01-01 32.712435879581896 2007-02-01 32.535406349085996 2007-03-01 32.717796663401195 2007-04-01 32.883107127822600 2007-05-01 33.181595846242300 2007-06-01 33.604225441492890 2007-07-01 34.111470771030305 2007-08-01 34.178462202300200 2007-09-01 34.478375663218000 2007-10-01 34.040535243022700 2007-11-01 33.896471250026500 2007-12-01 33.446594555319800 2008-01-01 34.090515414412700 2008-02-01 34.175588389249500 2008-03-01 33.967067113928400 2008-04-01 33.475441486586200 2008-05-01 33.312607346409100 2008-06-01 33.080943454394900 2008-07-01 32.520020116394300 2008-08-01 32.300092909233800 2008-09-01 32.116231365692300 2008-10-01 31.853870858592200 2008-11-01 31.272385912675300 2008-12-01 30.857471999085302 2009-01-01 30.263819379931000 2009-02-01 29.797863714981900 2009-03-01 29.588129172719498 2009-04-01 29.952470594262902 2009-05-01 29.542242847491398 2009-06-01 29.354321830181800 2009-07-01 29.142455345912200 2009-08-01 28.921180101486897 2009-09-01 28.679976682745500 2009-10-01 29.480757493853100 2009-11-01 29.465438158998400 2009-12-01 29.366985118239604 2010-01-01 29.626223860967396 2010-02-01 29.608151030383000 2010-03-01 29.604152934768500 2010-04-01 29.701470714350000 2010-05-01 29.583563591856700 2010-06-01 29.335822438767700 2010-07-01 29.235996708160500 2010-08-01 29.233066957055897 2010-09-01 29.145067486887400 2010-10-01 29.357138565273300 2010-11-01 29.387514279313898 2010-12-01 29.398973948544900 2011-01-01 29.174481406602997 2011-02-01 29.171858655972600 2011-03-01 29.097195417805000 2011-04-01 29.052413209086400 2011-05-01 28.931576148389200 2011-06-01 29.026936846696000 2011-07-01 29.232403715133100 2011-08-01 29.331019340210500 2011-09-01 29.418765994715700 2011-10-01 29.130745554868998 2011-11-01 29.222199089105000 2011-12-01 29.245716713667303 2012-01-01 29.013494221693100 2012-02-01 28.917501114429900 2012-03-01 29.084911545991200 2012-04-01 28.909404843708000 2012-05-01 29.004800121808000 2012-06-01 29.026179412338700 2012-07-01 28.909787592179400 2012-08-01 29.031552513263303 2012-09-01 28.876412621434998 2012-10-01 28.992444503188402 2012-11-01 29.078726750354800 2012-12-01 29.102390150836800 2013-01-01 29.547611571930000 2013-02-01 29.641565051034302 2013-03-01 29.752348014225900 2013-04-01 30.281665007320600 2013-05-01 30.194719762508100 2013-06-01 30.336934836352500 2013-07-01 30.508883659677500 2013-08-01 30.442479688364300 2013-09-01 30.421896304098002 2013-10-01 30.315550452933700 2013-11-01 30.422095178218800 2013-12-01 30.356321660169100 2014-01-01 30.984268173275400 2014-02-01 30.980102956881698 2014-03-01 30.920455487372500 2014-04-01 31.048129761043200 2014-05-01 31.201801166385003 2014-06-01 31.261642353611396 2014-07-01 31.298852444252500 2014-08-01 31.483720810742103 2014-09-01 31.656274288187102 2014-10-01 31.816534625303103 2014-11-01 31.944971516486397 2014-12-01 31.906002389314104 2015-01-01 32.032807770429805 2015-02-01 32.110855056187600 2015-03-01 32.170908530337600 2015-04-01 32.327622161886100 2015-05-01 32.433782353532000 2015-06-01 32.498200837350900 2015-07-01 32.512328679141504 2015-08-01 32.614400500449000 2015-09-01 32.781205626933900 2015-10-01 33.109090204390995 2015-11-01 33.024946440499200 2015-12-01 33.230826765893305 2016-01-01 33.410484108599896 2016-02-01 33.365501839451000 2016-03-01 33.320181068564800 2016-04-01 33.327219013894000 2016-05-01 32.975913809774700 2016-06-01 33.230659025357900 2016-07-01 33.423613860575800 2016-08-01 33.533110921950300 2016-09-01 33.586486259438000 2016-10-01 33.512031542297600 2016-11-01 33.899765649227700 2016-12-01 33.929935075114194 2017-01-01 33.003968228015800 2017-02-01 33.223238138781700 2017-03-01 33.468985025238800 2017-04-01 33.863596037509300 2017-05-01 33.725295730716894 2017-06-01 33.753761582479500 2017-07-01 33.935387537184100 2017-08-01 33.625866574611390 2017-09-01 33.778342312098700 2017-10-01 34.022219057495796 2017-11-01 34.071774382578695 2017-12-01 34.220895594735300 2018-01-01 34.599030087246696 2018-02-01 35.107078401883100 2018-03-01 35.237241269253600 2018-04-01 34.997043470422100 2018-05-01 34.868161064694400 2018-06-01 35.074247266430200 2018-07-01 34.813952370253000 2018-08-01 35.326460127937004 2018-09-01 35.270179342757200 2018-10-01 35.222633769988400 2018-11-01 35.465198864122800 2018-12-01 35.324743900408900 2019-01-01 35.094946709113806 2019-02-01 35.072874794023800 2019-03-01 35.215347377319800 2019-04-01 35.339487095586000 2019-05-01 35.700606073921900 2019-06-01 35.593573063351800 2019-07-01 35.496260315601795 2019-08-01 35.609100147459800 2019-09-01 35.560918162771900 2019-10-01 35.311222986224100 2019-11-01 35.368827386826400 2019-12-01 35.430498069582500 2020-01-01 35.301153772948105 2020-02-01 35.267406146342500 2020-03-01 34.817737700622900 2020-04-01 32.156611015684000 2020-05-01 32.405512051007400 2020-06-01 33.199477714841900 2020-07-01 32.876692399598800 2020-08-01 32.794393698760600 2020-09-01 33.145811500254500 2020-10-01 33.387658336210606 2020-11-01 33.501501020106204 2020-12-01 33.743460490674600 2021-01-01 34.121002066561196 2021-02-01 34.171374803565804 2021-03-01 34.324088789805100 2021-04-01 34.460593064732200 2021-05-01 34.196071141780000 2021-06-01 34.190452667206100 2021-07-01 34.559035443499496 2021-08-01 34.470772917563700 2021-09-01 34.329212818669300 2021-10-01 35.063340873405600 2021-11-01 35.243525741703294 2021-12-01 35.256377623417700 2022-01-01 35.555625808925704 2022-02-01 35.709286227533900 2022-03-01 35.732775885081104 2022-04-01 35.628755338952800 2022-05-01 35.780223286738400 2022-06-01 35.571790646073396 2022-07-01 35.634213672292496 2022-08-01 35.659651225160700 2022-09-01 35.415635862513600 2022-10-01 35.442273193383900 2022-11-01 35.281398195609604 2022-12-01 35.279929902942904 2023-01-01 35.101565301300305 2023-02-01 35.037050943354800 2023-03-01 34.928020320626196 2023-04-01 35.103824938350100 2023-05-01 35.161859074651495 2023-06-01 35.347224038070700 2023-07-01 35.125824331830700 2023-08-01 35.237385260002604 2023-09-01 35.309778825037900 2023-10-01 35.133266034183805 2023-11-01 34.803576046688900 2023-12-01 35.189355240008500 2024-01-01 34.943976308982700 2024-02-01 34.967080406434100 2024-03-01 35.628438700536705