Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Anaheim-Santa Ana-Irvine, CA (MD)
| 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 2024-08-01 |
| Last Updated | 2024-09-21 6:03 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. More information on X-13ARIMA-SEATS can be found here. 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. 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 | 17.341667562328800 |
| 1990-06-01 | 17.275968807243500 |
| 1990-07-01 | 17.373610823537000 |
| 1990-08-01 | 16.722608111760800 |
| 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 | 21.213107368058100 |
| 1995-06-01 | 21.511749002521896 |
| 1995-07-01 | 21.552394195250603 |
| 1995-08-01 | 21.513805366098700 |
| 1995-09-01 | 21.690378605652300 |
| 1995-10-01 | 21.367166276601600 |
| 1995-11-01 | 21.791391081255900 |
| 1995-12-01 | 22.065729334828100 |
| 1996-01-01 | 22.105798285844898 |
| 1996-02-01 | 22.065653591115602 |
| 1996-03-01 | 22.113643120327700 |
| 1996-04-01 | 21.937995867983304 |
| 1996-05-01 | 22.030221151486103 |
| 1996-06-01 | 22.071340597162700 |
| 1996-07-01 | 21.856873646474200 |
| 1996-08-01 | 22.052525643406300 |
| 1996-09-01 | 22.074280963514700 |
| 1996-10-01 | 22.584051759112896 |
| 1996-11-01 | 22.666729554534502 |
| 1996-12-01 | 22.719212661734200 |
| 1997-01-01 | 22.483706034616500 |
| 1997-02-01 | 22.022610760970203 |
| 1997-03-01 | 22.533418237839900 |
| 1997-04-01 | 23.012648584187100 |
| 1997-05-01 | 23.368530550375400 |
| 1997-06-01 | 23.553688542179700 |
| 1997-07-01 | 24.066391521497803 |
| 1997-08-01 | 24.116872303719603 |
| 1997-09-01 | 24.166496588408602 |
| 1997-10-01 | 23.985644226080197 |
| 1997-11-01 | 24.079922550140100 |
| 1997-12-01 | 24.253099039498700 |
| 1998-01-01 | 25.072242526314103 |
| 1998-02-01 | 24.679940483032897 |
| 1998-03-01 | 24.905433698689603 |
| 1998-04-01 | 25.423124766668302 |
| 1998-05-01 | 25.742207775506802 |
| 1998-06-01 | 26.060833544195400 |
| 1998-07-01 | 26.262343311126400 |
| 1998-08-01 | 26.806652489403200 |
| 1998-09-01 | 26.855036440556102 |
| 1998-10-01 | 26.993950062269302 |
| 1998-11-01 | 27.088285169454800 |
| 1998-12-01 | 27.191230183228600 |
| 1999-01-01 | 27.618597977881304 |
| 1999-02-01 | 28.009172374101300 |
| 1999-03-01 | 27.995240534508902 |
| 1999-04-01 | 28.468438530034103 |
| 1999-05-01 | 28.580918975250697 |
| 1999-06-01 | 28.991209605442500 |
| 1999-07-01 | 28.255309252949700 |
| 1999-08-01 | 28.333663290566800 |
| 1999-09-01 | 28.359175735049100 |
| 1999-10-01 | 28.593599528788500 |
| 1999-11-01 | 28.683811206060200 |
| 1999-12-01 | 28.925671015985200 |
| 2000-01-01 | 28.447349939517302 |
| 2000-02-01 | 28.693802730291400 |
| 2000-03-01 | 28.836072477245900 |
| 2000-04-01 | 28.828845767990604 |
| 2000-05-01 | 28.854514288699104 |
| 2000-06-01 | 28.819969425361800 |
| 2000-07-01 | 29.470384101687397 |
| 2000-08-01 | 29.285833709521200 |
| 2000-09-01 | 29.477076237520600 |
| 2000-10-01 | 29.289803878290500 |
| 2000-11-01 | 29.511868064265400 |
| 2000-12-01 | 29.261658177567600 |
| 2001-01-01 | 28.731601606469603 |
| 2001-02-01 | 28.848641775147900 |
| 2001-03-01 | 29.024003079356900 |
| 2001-04-01 | 28.991675589014000 |
| 2001-05-01 | 29.159992390811702 |
| 2001-06-01 | 29.373337023948498 |
| 2001-07-01 | 28.886684684052803 |
| 2001-08-01 | 28.746661010318103 |
| 2001-09-01 | 28.617601391176600 |
| 2001-10-01 | 28.454505196024500 |
| 2001-11-01 | 28.365891182174600 |
| 2001-12-01 | 28.209331331333498 |
| 2002-01-01 | 28.607865086980702 |
| 2002-02-01 | 28.284943361462897 |
| 2002-03-01 | 28.124603702669000 |
| 2002-04-01 | 27.529576548258800 |
| 2002-05-01 | 27.557336452917700 |
| 2002-06-01 | 27.617767542749400 |
| 2002-07-01 | 28.009991216707100 |
| 2002-08-01 | 27.985081906791397 |
| 2002-09-01 | 28.051563847409300 |
| 2002-10-01 | 29.025063234422200 |
| 2002-11-01 | 28.881596806539303 |
| 2002-12-01 | 29.002500953601604 |
| 2003-01-01 | 28.549007936552000 |
| 2003-02-01 | 28.606635915545898 |
| 2003-03-01 | 28.536402075404602 |
| 2003-04-01 | 28.646799139141700 |
| 2003-05-01 | 28.838235515091200 |
| 2003-06-01 | 28.877719043740600 |
| 2003-07-01 | 28.717118301005000 |
| 2003-08-01 | 28.995759152118396 |
| 2003-09-01 | 29.487850086470400 |
| 2003-10-01 | 28.782222806796604 |
| 2003-11-01 | 28.816908735346104 |
| 2003-12-01 | 28.820184028515800 |
| 2004-01-01 | 29.102715794932298 |
| 2004-02-01 | 29.247529102008600 |
| 2004-03-01 | 29.498138802160398 |
| 2004-04-01 | 29.548292361048798 |
| 2004-05-01 | 29.472980322959103 |
| 2004-06-01 | 29.515184137054100 |
| 2004-07-01 | 29.517643060114498 |
| 2004-08-01 | 29.473083621100603 |
| 2004-09-01 | 29.510921552413300 |
| 2004-10-01 | 30.053261278426600 |
| 2004-11-01 | 29.776011121682000 |
| 2004-12-01 | 29.961108359698800 |
| 2005-01-01 | 29.961732387825900 |
| 2005-02-01 | 30.008437346832000 |
| 2005-03-01 | 30.372951703269898 |
| 2005-04-01 | 30.058939912650104 |
| 2005-05-01 | 29.675337507608800 |
| 2005-06-01 | 29.639588138817896 |
| 2005-07-01 | 29.807296519546700 |
| 2005-08-01 | 29.856660756297604 |
| 2005-09-01 | 30.031272276425800 |
| 2005-10-01 | 29.805557762191300 |
| 2005-11-01 | 30.211316669947100 |
| 2005-12-01 | 30.092352630849200 |
| 2006-01-01 | 31.342289153131798 |
| 2006-02-01 | 31.418336920815396 |
| 2006-03-01 | 31.589369892909303 |
| 2006-04-01 | 31.669789690238200 |
| 2006-05-01 | 31.941885056957002 |
| 2006-06-01 | 32.024306704640700 |
| 2006-07-01 | 32.201164197857196 |
| 2006-08-01 | 32.456551952160204 |
| 2006-09-01 | 32.442782247209394 |
| 2006-10-01 | 32.574846504012500 |
| 2006-11-01 | 32.724092032113000 |
| 2006-12-01 | 32.634519090144100 |
| 2007-01-01 | 32.712435892108395 |
| 2007-02-01 | 32.535405935989700 |
| 2007-03-01 | 32.717796525705200 |
| 2007-04-01 | 32.883106726283000 |
| 2007-05-01 | 33.181595704895300 |
| 2007-06-01 | 33.604225465266000 |
| 2007-07-01 | 34.111471043693200 |
| 2007-08-01 | 34.178462838463304 |
| 2007-09-01 | 34.478376070179300 |
| 2007-10-01 | 34.040536171885700 |
| 2007-11-01 | 33.896470724173696 |
| 2007-12-01 | 33.446593687674600 |
| 2008-01-01 | 34.090514566342700 |
| 2008-02-01 | 34.175587478949900 |
| 2008-03-01 | 33.967067205922800 |
| 2008-04-01 | 33.475441321777396 |
| 2008-05-01 | 33.312607477351400 |
| 2008-06-01 | 33.080944083506395 |
| 2008-07-01 | 32.520021341811500 |
| 2008-08-01 | 32.300095163080900 |
| 2008-09-01 | 32.116232811765600 |
| 2008-10-01 | 31.853873099612700 |
| 2008-11-01 | 31.272382528867100 |
| 2008-12-01 | 30.857467290881800 |
| 2009-01-01 | 30.263815695774900 |
| 2009-02-01 | 29.797862233047900 |
| 2009-03-01 | 29.588130800300398 |
| 2009-04-01 | 29.952472445127697 |
| 2009-05-01 | 29.542243945561800 |
| 2009-06-01 | 29.354323974763602 |
| 2009-07-01 | 29.142458794272600 |
| 2009-08-01 | 28.921184321649605 |
| 2009-09-01 | 28.679980311505197 |
| 2009-10-01 | 29.480763463781700 |
| 2009-11-01 | 29.465436655682300 |
| 2009-12-01 | 29.366952749609900 |
| 2010-01-01 | 29.626222571124700 |
| 2010-02-01 | 29.608151625072605 |
| 2010-03-01 | 29.604155553696700 |
| 2010-04-01 | 29.701483279687700 |
| 2010-05-01 | 29.583566733032800 |
| 2010-06-01 | 29.335828424706800 |
| 2010-07-01 | 29.235994295897500 |
| 2010-08-01 | 29.233075710000100 |
| 2010-09-01 | 29.145075392007400 |
| 2010-10-01 | 29.357144981496200 |
| 2010-11-01 | 29.387520786063600 |
| 2010-12-01 | 29.398897501842200 |
| 2011-01-01 | 29.174486026320700 |
| 2011-02-01 | 29.171863354585500 |
| 2011-03-01 | 29.097198247378603 |
| 2011-04-01 | 29.052436939642500 |
| 2011-05-01 | 28.931587643514600 |
| 2011-06-01 | 29.026960154289800 |
| 2011-07-01 | 29.232414664838300 |
| 2011-08-01 | 29.331047561093197 |
| 2011-09-01 | 29.418773548983500 |
| 2011-10-01 | 29.130715424009200 |
| 2011-11-01 | 29.222163378031700 |
| 2011-12-01 | 29.245542974516002 |
| 2012-01-01 | 29.013483939815103 |
| 2012-02-01 | 28.917542137332102 |
| 2012-03-01 | 29.084985884123600 |
| 2012-04-01 | 28.909515580446400 |
| 2012-05-01 | 29.004871379637603 |
| 2012-06-01 | 29.026235674259000 |
| 2012-07-01 | 28.909802084530600 |
| 2012-08-01 | 29.031574589916000 |
| 2012-09-01 | 28.876375000617700 |
| 2012-10-01 | 28.992282366103800 |
| 2012-11-01 | 29.078539763502498 |
| 2012-12-01 | 29.102052683300800 |
| 2013-01-01 | 29.547560235805804 |
| 2013-02-01 | 29.641732277001700 |
| 2013-03-01 | 29.752675705959500 |
| 2013-04-01 | 30.282042691742500 |
| 2013-05-01 | 30.194836858994304 |
| 2013-06-01 | 30.337062975694900 |
| 2013-07-01 | 30.508873391061396 |
| 2013-08-01 | 30.442408414059702 |
| 2013-09-01 | 30.421778298161200 |
| 2013-10-01 | 30.315233863070700 |
| 2013-11-01 | 30.421434501597600 |
| 2013-12-01 | 30.355667683130697 |
| 2014-01-01 | 30.984089891124302 |
| 2014-02-01 | 30.980863372263100 |
| 2014-03-01 | 30.920357301116000 |
| 2014-04-01 | 31.050602240099696 |
| 2014-05-01 | 31.201400106642800 |
| 2014-06-01 | 31.261515770658400 |
| 2014-07-01 | 31.298680036387700 |
| 2014-08-01 | 31.483470848246004 |
| 2014-09-01 | 31.655888169495803 |
| 2014-10-01 | 31.815952711601895 |
| 2014-11-01 | 31.943825682045198 |
| 2014-12-01 | 31.905040376465500 |
| 2015-01-01 | 32.032494669417700 |
| 2015-02-01 | 32.112803603979394 |
| 2015-03-01 | 32.170624558279600 |
| 2015-04-01 | 32.332119825225604 |
| 2015-05-01 | 32.432705290095300 |
| 2015-06-01 | 32.497593549231000 |
| 2015-07-01 | 32.511735834602696 |
| 2015-08-01 | 32.613792825670400 |
| 2015-09-01 | 32.780442093995106 |
| 2015-10-01 | 33.108189784239500 |
| 2015-11-01 | 33.023363848090400 |
| 2015-12-01 | 33.229856844953600 |
| 2016-01-01 | 33.410501668722800 |
| 2016-02-01 | 33.369243860843700 |
| 2016-03-01 | 33.320131269725100 |
| 2016-04-01 | 33.333652472535200 |
| 2016-05-01 | 32.973154517691604 |
| 2016-06-01 | 33.228767406155400 |
| 2016-07-01 | 33.422035405190400 |
| 2016-08-01 | 33.532048528083800 |
| 2016-09-01 | 33.585495966713600 |
| 2016-10-01 | 33.511052316937700 |
| 2016-11-01 | 33.898301014923504 |
| 2016-12-01 | 33.929544098225700 |
| 2017-01-01 | 33.004969600707400 |
| 2017-02-01 | 33.228905315562700 |
| 2017-03-01 | 33.471733366333396 |
| 2017-04-01 | 33.869362995092300 |
| 2017-05-01 | 33.720811849320896 |
| 2017-06-01 | 33.747065130748000 |
| 2017-07-01 | 33.932597933548600 |
| 2017-08-01 | 33.625594766948296 |
| 2017-09-01 | 33.777570015405395 |
| 2017-10-01 | 34.021741432903700 |
| 2017-11-01 | 34.070841245152700 |
| 2017-12-01 | 34.221846746586400 |
| 2018-01-01 | 34.601947555645600 |
| 2018-02-01 | 35.114405071390500 |
| 2018-03-01 | 35.243037704181900 |
| 2018-04-01 | 35.003831573188800 |
| 2018-05-01 | 34.863511524405200 |
| 2018-06-01 | 35.050932103013100 |
| 2018-07-01 | 34.812999691666700 |
| 2018-08-01 | 35.328411873288900 |
| 2018-09-01 | 35.270985089397400 |
| 2018-10-01 | 35.222783943881296 |
| 2018-11-01 | 35.466036324888700 |
| 2018-12-01 | 35.328032919177396 |
| 2019-01-01 | 35.100654816995394 |
| 2019-02-01 | 35.082354310549100 |
| 2019-03-01 | 35.225381048788600 |
| 2019-04-01 | 35.344965683078100 |
| 2019-05-01 | 35.695250502571200 |
| 2019-06-01 | 35.551406331944000 |
| 2019-07-01 | 35.495576122813700 |
| 2019-08-01 | 35.612653278274100 |
| 2019-09-01 | 35.563752602743605 |
| 2019-10-01 | 35.312886120243100 |
| 2019-11-01 | 35.372389246578000 |
| 2019-12-01 | 35.437546987598400 |
| 2020-01-01 | 35.311777119215500 |
| 2020-02-01 | 35.280883185152895 |
| 2020-03-01 | 34.831737828426900 |
| 2020-04-01 | 32.161038914151696 |
| 2020-05-01 | 32.397324452009700 |
| 2020-06-01 | 33.137136128311400 |
| 2020-07-01 | 32.872542698560400 |
| 2020-08-01 | 32.795346343617304 |
| 2020-09-01 | 33.154429363689800 |
| 2020-10-01 | 33.389348713975004 |
| 2020-11-01 | 33.509952179685605 |
| 2020-12-01 | 33.756116664359800 |
| 2021-01-01 | 34.138693918021300 |
| 2021-02-01 | 34.191440949614700 |
| 2021-03-01 | 34.349480708358400 |
| 2021-04-01 | 34.461008909001606 |
| 2021-05-01 | 34.176844401508900 |
| 2021-06-01 | 34.112198169085800 |
| 2021-07-01 | 34.539653679284600 |
| 2021-08-01 | 34.468622797465700 |
| 2021-09-01 | 34.343298305612500 |
| 2021-10-01 | 35.067148321675800 |
| 2021-11-01 | 35.259199251855996 |
| 2021-12-01 | 35.278791597223100 |
| 2022-01-01 | 35.585526129893000 |
| 2022-02-01 | 35.741381921197500 |
| 2022-03-01 | 35.771660009734100 |
| 2022-04-01 | 35.625573540913210 |
| 2022-05-01 | 35.743137240702710 |
| 2022-06-01 | 35.469942381632100 |
| 2022-07-01 | 35.595826461299296 |
| 2022-08-01 | 35.648526819032200 |
| 2022-09-01 | 35.438642039189700 |
| 2022-10-01 | 35.449760323942300 |
| 2022-11-01 | 35.307040476231606 |
| 2022-12-01 | 35.314167835478800 |
| 2023-01-01 | 35.144907887956700 |
| 2023-02-01 | 35.082933891656200 |
| 2023-03-01 | 34.982958348193200 |
| 2023-04-01 | 35.095786481582800 |
| 2023-05-01 | 35.100373884499400 |
| 2023-06-01 | 35.228560975647000 |
| 2023-07-01 | 35.066167578784400 |
| 2023-08-01 | 35.215052301147200 |
| 2023-09-01 | 35.339502606106400 |
| 2023-10-01 | 35.147711187390400 |
| 2023-11-01 | 34.839498393207100 |
| 2023-12-01 | 35.236254441312795 |
| 2024-01-01 | 35.001912070759500 |
| 2024-02-01 | 35.027540027715304 |
| 2024-03-01 | 35.795965709911900 |
| 2024-04-01 | 36.068000977924704 |
| 2024-05-01 | 36.259857923590396 |
| 2024-06-01 | 36.388420341286604 |
| 2024-07-01 | 36.454294950768900 |
| 2024-08-01 | 36.385883496867600 |
