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 2024-09-01 |
| Last Updated | 2024-10-23 5:44 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 | 23.553688542179604 |
| 1997-07-01 | 24.066391521497803 |
| 1997-08-01 | 24.116872303719603 |
| 1997-09-01 | 24.166496588408602 |
| 1997-10-01 | 23.985644226080300 |
| 1997-11-01 | 24.079922550140200 |
| 1997-12-01 | 24.253099039498700 |
| 1998-01-01 | 25.072242526314398 |
| 1998-02-01 | 24.679940483032798 |
| 1998-03-01 | 24.905433698689400 |
| 1998-04-01 | 25.423124766668200 |
| 1998-05-01 | 25.742207775506703 |
| 1998-06-01 | 26.060833544195297 |
| 1998-07-01 | 26.262343311126600 |
| 1998-08-01 | 26.806652489403500 |
| 1998-09-01 | 26.855036440556300 |
| 1998-10-01 | 26.993950062269400 |
| 1998-11-01 | 27.088285169454800 |
| 1998-12-01 | 27.191230183228400 |
| 1999-01-01 | 27.618597977881304 |
| 1999-02-01 | 28.009172374100800 |
| 1999-03-01 | 27.995240534508500 |
| 1999-04-01 | 28.468438530034000 |
| 1999-05-01 | 28.580918975251198 |
| 1999-06-01 | 28.991209605442900 |
| 1999-07-01 | 28.255309252949300 |
| 1999-08-01 | 28.333663290564605 |
| 1999-09-01 | 28.359175735047497 |
| 1999-10-01 | 28.593599528788100 |
| 1999-11-01 | 28.683811206062998 |
| 1999-12-01 | 28.925671015993500 |
| 2000-01-01 | 28.447349939527000 |
| 2000-02-01 | 28.693802730293797 |
| 2000-03-01 | 28.836072477239103 |
| 2000-04-01 | 28.828845767977900 |
| 2000-05-01 | 28.854514288686200 |
| 2000-06-01 | 28.819969425351400 |
| 2000-07-01 | 29.470384101686896 |
| 2000-08-01 | 29.285833709519500 |
| 2000-09-01 | 29.477076237523900 |
| 2000-10-01 | 29.289803878304400 |
| 2000-11-01 | 29.511868064286700 |
| 2000-12-01 | 29.261658177600797 |
| 2001-01-01 | 28.731601606499400 |
| 2001-02-01 | 28.848641775150300 |
| 2001-03-01 | 29.024003079323602 |
| 2001-04-01 | 28.991675588959303 |
| 2001-05-01 | 29.159992390759896 |
| 2001-06-01 | 29.373337023905200 |
| 2001-07-01 | 28.886684684046603 |
| 2001-08-01 | 28.746661010336698 |
| 2001-09-01 | 28.617601391241198 |
| 2001-10-01 | 28.454505196032900 |
| 2001-11-01 | 28.365891182289800 |
| 2001-12-01 | 28.209331331418700 |
| 2002-01-01 | 28.607865087022800 |
| 2002-02-01 | 28.284943361460400 |
| 2002-03-01 | 28.124603702634000 |
| 2002-04-01 | 27.529576547756700 |
| 2002-05-01 | 27.557336452864300 |
| 2002-06-01 | 27.617767542771002 |
| 2002-07-01 | 28.009991216818500 |
| 2002-08-01 | 27.985081906949300 |
| 2002-09-01 | 28.051563847569398 |
| 2002-10-01 | 29.025063234777697 |
| 2002-11-01 | 28.881596806452700 |
| 2002-12-01 | 29.002500953384600 |
| 2003-01-01 | 28.549007936318603 |
| 2003-02-01 | 28.606635915370300 |
| 2003-03-01 | 28.536402075394303 |
| 2003-04-01 | 28.646799138646497 |
| 2003-05-01 | 28.838235516043802 |
| 2003-06-01 | 28.877719045127602 |
| 2003-07-01 | 28.717118302202300 |
| 2003-08-01 | 28.995759152464900 |
| 2003-09-01 | 29.487850085430605 |
| 2003-10-01 | 28.782222804085997 |
| 2003-11-01 | 28.816908731188000 |
| 2003-12-01 | 28.820184025484900 |
| 2004-01-01 | 29.102715794040197 |
| 2004-02-01 | 29.247529103495600 |
| 2004-03-01 | 29.498138805869104 |
| 2004-04-01 | 29.548292365408898 |
| 2004-05-01 | 29.472980330743400 |
| 2004-06-01 | 29.515184148007602 |
| 2004-07-01 | 29.517643069943500 |
| 2004-08-01 | 29.473083617329102 |
| 2004-09-01 | 29.510921537031198 |
| 2004-10-01 | 30.053261253672700 |
| 2004-11-01 | 29.776011099274200 |
| 2004-12-01 | 29.961108346102100 |
| 2005-01-01 | 29.961732395565500 |
| 2005-02-01 | 30.008437363803800 |
| 2005-03-01 | 30.372951722973400 |
| 2005-04-01 | 30.058939932897896 |
| 2005-05-01 | 29.675337531687700 |
| 2005-06-01 | 29.639588172746000 |
| 2005-07-01 | 29.807296549605500 |
| 2005-08-01 | 29.856660740987703 |
| 2005-09-01 | 30.031272219756500 |
| 2005-10-01 | 29.805557686873303 |
| 2005-11-01 | 30.211316603619800 |
| 2005-12-01 | 30.092352580368600 |
| 2006-01-01 | 31.342289134798600 |
| 2006-02-01 | 31.418337076940198 |
| 2006-03-01 | 31.589369885709000 |
| 2006-04-01 | 31.669789751152397 |
| 2006-05-01 | 31.941885125484100 |
| 2006-06-01 | 32.024306791548200 |
| 2006-07-01 | 32.201164279948000 |
| 2006-08-01 | 32.456551977631700 |
| 2006-09-01 | 32.442782161617000 |
| 2006-10-01 | 32.574846006564300 |
| 2006-11-01 | 32.724091975368800 |
| 2006-12-01 | 32.634519039743600 |
| 2007-01-01 | 32.712435882808700 |
| 2007-02-01 | 32.535406294828100 |
| 2007-03-01 | 32.717796596840200 |
| 2007-04-01 | 32.883106927166500 |
| 2007-05-01 | 33.181595862957394 |
| 2007-06-01 | 33.604225587939800 |
| 2007-07-01 | 34.111471062258900 |
| 2007-08-01 | 34.178462639741200 |
| 2007-09-01 | 34.478375687862890 |
| 2007-10-01 | 34.040535185106600 |
| 2007-11-01 | 33.896470878459600 |
| 2007-12-01 | 33.446594018380800 |
| 2008-01-01 | 34.090514899744600 |
| 2008-02-01 | 34.175588163786394 |
| 2008-03-01 | 33.967067246212200 |
| 2008-04-01 | 33.475441543345900 |
| 2008-05-01 | 33.312607682197196 |
| 2008-06-01 | 33.080944067729400 |
| 2008-07-01 | 32.520021035632800 |
| 2008-08-01 | 32.300094335536400 |
| 2008-09-01 | 32.116231968266400 |
| 2008-10-01 | 31.853870516316000 |
| 2008-11-01 | 31.272384013572100 |
| 2008-12-01 | 30.857469328530000 |
| 2009-01-01 | 30.263817287919500 |
| 2009-02-01 | 29.797863264250303 |
| 2009-03-01 | 29.588130385995400 |
| 2009-04-01 | 29.952472066174696 |
| 2009-05-01 | 29.542243973846800 |
| 2009-06-01 | 29.354323477063900 |
| 2009-07-01 | 29.142457572534600 |
| 2009-08-01 | 28.921182472998600 |
| 2009-09-01 | 28.679978329870600 |
| 2009-10-01 | 29.480758316834700 |
| 2009-11-01 | 29.465437457716497 |
| 2009-12-01 | 29.366966469307798 |
| 2010-01-01 | 29.626223462628000 |
| 2010-02-01 | 29.608151795730098 |
| 2010-03-01 | 29.604154422461600 |
| 2010-04-01 | 29.701479920770304 |
| 2010-05-01 | 29.583565868135700 |
| 2010-06-01 | 29.335826154705800 |
| 2010-07-01 | 29.235995496029396 |
| 2010-08-01 | 29.233072172749100 |
| 2010-09-01 | 29.145071932967202 |
| 2010-10-01 | 29.357136238447104 |
| 2010-11-01 | 29.387517693433600 |
| 2010-12-01 | 29.398933184389100 |
| 2011-01-01 | 29.174482647462000 |
| 2011-02-01 | 29.171860693308200 |
| 2011-03-01 | 29.097197000406400 |
| 2011-04-01 | 29.052431583039700 |
| 2011-05-01 | 28.931584700337300 |
| 2011-06-01 | 29.026952647369300 |
| 2011-07-01 | 29.232412689435800 |
| 2011-08-01 | 29.331037607543397 |
| 2011-09-01 | 29.418770050783895 |
| 2011-10-01 | 29.130716215497300 |
| 2011-11-01 | 29.222171027850198 |
| 2011-12-01 | 29.245611653782900 |
| 2012-01-01 | 29.013475654089103 |
| 2012-02-01 | 28.917524482926996 |
| 2012-03-01 | 29.084968342456698 |
| 2012-04-01 | 28.909495171695600 |
| 2012-05-01 | 29.004856134069700 |
| 2012-06-01 | 29.026212932785100 |
| 2012-07-01 | 28.909787053695700 |
| 2012-08-01 | 29.031557374703898 |
| 2012-09-01 | 28.876390648226000 |
| 2012-10-01 | 28.992342733879600 |
| 2012-11-01 | 29.078620800312000 |
| 2012-12-01 | 29.102182121942800 |
| 2013-01-01 | 29.547538087800700 |
| 2013-02-01 | 29.641636110232600 |
| 2013-03-01 | 29.752551158819000 |
| 2013-04-01 | 30.281933335183100 |
| 2013-05-01 | 30.194864426211900 |
| 2013-06-01 | 30.337009857735000 |
| 2013-07-01 | 30.508846895444698 |
| 2013-08-01 | 30.442414286553397 |
| 2013-09-01 | 30.421844811448604 |
| 2013-10-01 | 30.315366857554900 |
| 2013-11-01 | 30.421770641946896 |
| 2013-12-01 | 30.355947302675300 |
| 2014-01-01 | 30.984056720306395 |
| 2014-02-01 | 30.980344576481500 |
| 2014-03-01 | 30.920179392642197 |
| 2014-04-01 | 31.050138328659300 |
| 2014-05-01 | 31.201559814301895 |
| 2014-06-01 | 31.261513789746700 |
| 2014-07-01 | 31.298686383476200 |
| 2014-08-01 | 31.483514770890700 |
| 2014-09-01 | 31.656091784371100 |
| 2014-10-01 | 31.816272877277800 |
| 2014-11-01 | 31.944480504411203 |
| 2014-12-01 | 31.905544530495895 |
| 2015-01-01 | 32.032621975446894 |
| 2015-02-01 | 32.111608394568800 |
| 2015-03-01 | 32.169381555391695 |
| 2015-04-01 | 32.331643648492200 |
| 2015-05-01 | 32.433297595935600 |
| 2015-06-01 | 32.497860499459700 |
| 2015-07-01 | 32.511814982004700 |
| 2015-08-01 | 32.613979691017500 |
| 2015-09-01 | 32.780830767679700 |
| 2015-10-01 | 33.108754605094700 |
| 2015-11-01 | 33.024405748003396 |
| 2015-12-01 | 33.230492546916196 |
| 2016-01-01 | 33.410511909722600 |
| 2016-02-01 | 33.366838156319700 |
| 2016-03-01 | 33.317306279024300 |
| 2016-04-01 | 33.333040179098700 |
| 2016-05-01 | 32.975389233713000 |
| 2016-06-01 | 33.229896595680700 |
| 2016-07-01 | 33.422548733036400 |
| 2016-08-01 | 33.532254522201300 |
| 2016-09-01 | 33.585725892369900 |
| 2016-10-01 | 33.511616784764000 |
| 2016-11-01 | 33.899452238439395 |
| 2016-12-01 | 33.930070488287896 |
| 2017-01-01 | 33.004715246186700 |
| 2017-02-01 | 33.225785600977304 |
| 2017-03-01 | 33.464789785045000 |
| 2017-04-01 | 33.869347092348900 |
| 2017-05-01 | 33.725142530264804 |
| 2017-06-01 | 33.752875056935395 |
| 2017-07-01 | 33.934064000059300 |
| 2017-08-01 | 33.623397230922800 |
| 2017-09-01 | 33.777547407498200 |
| 2017-10-01 | 34.021884770936900 |
| 2017-11-01 | 34.071712689485196 |
| 2017-12-01 | 34.221550025642400 |
| 2018-01-01 | 34.601437174912500 |
| 2018-02-01 | 35.110418041990900 |
| 2018-03-01 | 35.232400624333000 |
| 2018-04-01 | 35.002534703027200 |
| 2018-05-01 | 34.868365462652996 |
| 2018-06-01 | 35.072111807253000 |
| 2018-07-01 | 34.812793382619300 |
| 2018-08-01 | 35.322701275484290 |
| 2018-09-01 | 35.266836349195200 |
| 2018-10-01 | 35.222666979806600 |
| 2018-11-01 | 35.465919632000100 |
| 2018-12-01 | 35.326570342193900 |
| 2019-01-01 | 35.099994953047700 |
| 2019-02-01 | 35.078019118141896 |
| 2019-03-01 | 35.211282336541790 |
| 2019-04-01 | 35.343350498514600 |
| 2019-05-01 | 35.701096550589600 |
| 2019-06-01 | 35.590093289086000 |
| 2019-07-01 | 35.494758937361800 |
| 2019-08-01 | 35.603218433316100 |
| 2019-09-01 | 35.553797413049600 |
| 2019-10-01 | 35.310216865270600 |
| 2019-11-01 | 35.369520869610400 |
| 2019-12-01 | 35.434016960216205 |
| 2020-01-01 | 35.310511847468604 |
| 2020-02-01 | 35.275953565762700 |
| 2020-03-01 | 34.817930840678700 |
| 2020-04-01 | 32.159701103977800 |
| 2020-05-01 | 32.405974631022396 |
| 2020-06-01 | 33.192846949788700 |
| 2020-07-01 | 32.873689983147200 |
| 2020-08-01 | 32.785857406078100 |
| 2020-09-01 | 33.131897641195600 |
| 2020-10-01 | 33.382003924854104 |
| 2020-11-01 | 33.501942491676004 |
| 2020-12-01 | 33.747665558917800 |
| 2021-01-01 | 34.140162596100300 |
| 2021-02-01 | 34.185474248071200 |
| 2021-03-01 | 34.336540766050800 |
| 2021-04-01 | 34.463076421515005 |
| 2021-05-01 | 34.190983222069400 |
| 2021-06-01 | 34.177913931789305 |
| 2021-07-01 | 34.553946013163600 |
| 2021-08-01 | 34.464699106352800 |
| 2021-09-01 | 34.299872569750300 |
| 2021-10-01 | 35.048719205528900 |
| 2021-11-01 | 35.243665917087604 |
| 2021-12-01 | 35.264489367669896 |
| 2022-01-01 | 35.589712096754600 |
| 2022-02-01 | 35.735009255288205 |
| 2022-03-01 | 35.763937939770000 |
| 2022-04-01 | 35.632065888080895 |
| 2022-05-01 | 35.763587680704300 |
| 2022-06-01 | 35.543013001765296 |
| 2022-07-01 | 35.625661931499400 |
| 2022-08-01 | 35.657040272506200 |
| 2022-09-01 | 35.364785202203100 |
| 2022-10-01 | 35.420175330915300 |
| 2022-11-01 | 35.284148038273100 |
| 2022-12-01 | 35.294117859246896 |
| 2023-01-01 | 35.152870665956500 |
| 2023-02-01 | 35.076624830185600 |
| 2023-03-01 | 34.980312127234000 |
| 2023-04-01 | 35.108677708495605 |
| 2023-05-01 | 35.128550402626800 |
| 2023-06-01 | 35.298349978174290 |
| 2023-07-01 | 35.115440666004500 |
| 2023-08-01 | 35.238113748702600 |
| 2023-09-01 | 35.236764631001400 |
| 2023-10-01 | 35.106378005870300 |
| 2023-11-01 | 34.810449748425000 |
| 2023-12-01 | 35.212709584065200 |
| 2024-01-01 | 35.010916695243800 |
| 2024-02-01 | 35.022360302101600 |
| 2024-03-01 | 35.799242393868800 |
| 2024-04-01 | 36.086933825787604 |
| 2024-05-01 | 36.295365599784700 |
| 2024-06-01 | 36.452168244532600 |
| 2024-07-01 | 36.517650806627200 |
| 2024-08-01 | 36.421852822343396 |
| 2024-09-01 | 36.911222575304800 |
