Table Data - All Employees: Professional and Business Services in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Professional and Business Services in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446000000001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 6:05 AM CST |
| 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 | 164.65564076107300 |
| 1990-02-01 | 167.31676055988900 |
| 1990-03-01 | 167.44739275568799 |
| 1990-04-01 | 168.60574721923000 |
| 1990-05-01 | 168.32157473585000 |
| 1990-06-01 | 168.04196802017000 |
| 1990-07-01 | 167.51444973600300 |
| 1990-08-01 | 168.05614927874300 |
| 1990-09-01 | 167.55083811486600 |
| 1990-10-01 | 167.96060493931700 |
| 1990-11-01 | 168.57812663259000 |
| 1990-12-01 | 168.81781297397900 |
| 1991-01-01 | 169.68861554671300 |
| 1991-02-01 | 167.42096379528098 |
| 1991-03-01 | 165.43915633444000 |
| 1991-04-01 | 165.21731185387898 |
| 1991-05-01 | 164.85043515483500 |
| 1991-06-01 | 165.34814214156400 |
| 1991-07-01 | 165.04583614293400 |
| 1991-08-01 | 164.87538802971800 |
| 1991-09-01 | 164.99800319350900 |
| 1991-10-01 | 164.96477424813500 |
| 1991-11-01 | 165.02840607300300 |
| 1991-12-01 | 164.29523894608500 |
| 1992-01-01 | 164.72598876018000 |
| 1992-02-01 | 164.84576443785000 |
| 1992-03-01 | 166.74155222757100 |
| 1992-04-01 | 166.48720109068600 |
| 1992-05-01 | 166.40962299107500 |
| 1992-06-01 | 167.10227364340400 |
| 1992-07-01 | 167.25820151808100 |
| 1992-08-01 | 167.40282822628998 |
| 1992-09-01 | 168.18221059638100 |
| 1992-10-01 | 170.50659902800100 |
| 1992-11-01 | 170.97460089531800 |
| 1992-12-01 | 171.02339331455700 |
| 1993-01-01 | 171.03094403352802 |
| 1993-02-01 | 169.95193734568100 |
| 1993-03-01 | 169.80206486136498 |
| 1993-04-01 | 169.23169976347000 |
| 1993-05-01 | 170.14195066733100 |
| 1993-06-01 | 169.80845646693800 |
| 1993-07-01 | 170.67660219029000 |
| 1993-08-01 | 170.59256800450600 |
| 1993-09-01 | 170.42534181005100 |
| 1993-10-01 | 166.97259675179900 |
| 1993-11-01 | 167.90256625453100 |
| 1993-12-01 | 168.38362877174700 |
| 1994-01-01 | 168.62749416255400 |
| 1994-02-01 | 169.91261013466500 |
| 1994-03-01 | 170.88002620525500 |
| 1994-04-01 | 173.11078249950500 |
| 1994-05-01 | 172.30945882664298 |
| 1994-06-01 | 172.30537508458000 |
| 1994-07-01 | 173.43620994392700 |
| 1994-08-01 | 173.13297854096200 |
| 1994-09-01 | 175.38877130287798 |
| 1994-10-01 | 175.73432250849600 |
| 1994-11-01 | 177.38058778566798 |
| 1994-12-01 | 177.49918544384500 |
| 1995-01-01 | 182.66769218695802 |
| 1995-02-01 | 184.16904293488201 |
| 1995-03-01 | 184.22433700928102 |
| 1995-04-01 | 185.65041947423600 |
| 1995-05-01 | 185.94177712566898 |
| 1995-06-01 | 186.14374115013803 |
| 1995-07-01 | 184.98842495427600 |
| 1995-08-01 | 186.66615535398302 |
| 1995-09-01 | 186.17178734974600 |
| 1995-10-01 | 186.12243606720100 |
| 1995-11-01 | 187.91867278076600 |
| 1995-12-01 | 188.29239164568700 |
| 1996-01-01 | 187.56647592374000 |
| 1996-02-01 | 188.32339337176103 |
| 1996-03-01 | 189.38337335935000 |
| 1996-04-01 | 185.62987090183998 |
| 1996-05-01 | 187.68041120988500 |
| 1996-06-01 | 189.12807379250400 |
| 1996-07-01 | 188.84683168986598 |
| 1996-08-01 | 190.05887391382302 |
| 1996-09-01 | 191.27829216551800 |
| 1996-10-01 | 192.51294003367800 |
| 1996-11-01 | 193.11871938613700 |
| 1996-12-01 | 194.23770288219300 |
| 1997-01-01 | 191.32599020262901 |
| 1997-02-01 | 190.93606103386800 |
| 1997-03-01 | 191.65567700607000 |
| 1997-04-01 | 196.35220889736900 |
| 1997-05-01 | 198.31110899655000 |
| 1997-06-01 | 199.70534480767700 |
| 1997-07-01 | 201.91620088056598 |
| 1997-08-01 | 202.83566460268003 |
| 1997-09-01 | 203.07994860332500 |
| 1997-10-01 | 205.72518705528500 |
| 1997-11-01 | 206.52846520730702 |
| 1997-12-01 | 208.95633589034600 |
| 1998-01-01 | 215.26588355971000 |
| 1998-02-01 | 215.06551898090802 |
| 1998-03-01 | 214.57408730471698 |
| 1998-04-01 | 219.55913331235000 |
| 1998-05-01 | 221.91230794510898 |
| 1998-06-01 | 222.69428124153100 |
| 1998-07-01 | 226.88893043644100 |
| 1998-08-01 | 228.68638097812303 |
| 1998-09-01 | 229.48357788223302 |
| 1998-10-01 | 230.30345309084400 |
| 1998-11-01 | 230.55573913159100 |
| 1998-12-01 | 231.53126705379000 |
| 1999-01-01 | 230.53901386415300 |
| 1999-02-01 | 232.41427016883998 |
| 1999-03-01 | 233.22825678347698 |
| 1999-04-01 | 237.03078611285500 |
| 1999-05-01 | 237.62796391966302 |
| 1999-06-01 | 238.11066338776300 |
| 1999-07-01 | 238.88832831812303 |
| 1999-08-01 | 238.86570112454400 |
| 1999-09-01 | 240.48799246805999 |
| 1999-10-01 | 242.03162991239200 |
| 1999-11-01 | 243.81228137617600 |
| 1999-12-01 | 245.02774332698200 |
| 2000-01-01 | 246.95496337529400 |
| 2000-02-01 | 248.57669198410300 |
| 2000-03-01 | 249.52704154838600 |
| 2000-04-01 | 249.59051766846500 |
| 2000-05-01 | 249.36541118100600 |
| 2000-06-01 | 251.56810078675600 |
| 2000-07-01 | 251.10555407882703 |
| 2000-08-01 | 252.42270664167600 |
| 2000-09-01 | 254.45227551848800 |
| 2000-10-01 | 252.54602797750400 |
| 2000-11-01 | 253.28781874214800 |
| 2000-12-01 | 254.26054151503200 |
| 2001-01-01 | 255.08489572386600 |
| 2001-02-01 | 253.80105787421200 |
| 2001-03-01 | 253.40357501169400 |
| 2001-04-01 | 250.81726062439603 |
| 2001-05-01 | 250.94593343682098 |
| 2001-06-01 | 250.90319590406398 |
| 2001-07-01 | 250.56391677233700 |
| 2001-08-01 | 249.85962797812698 |
| 2001-09-01 | 248.37384350208902 |
| 2001-10-01 | 248.76475432701500 |
| 2001-11-01 | 247.32762245123402 |
| 2001-12-01 | 247.56508826463403 |
| 2002-01-01 | 250.25102450465900 |
| 2002-02-01 | 250.02006915100299 |
| 2002-03-01 | 251.79426431689800 |
| 2002-04-01 | 249.36538606558997 |
| 2002-05-01 | 250.24170742415600 |
| 2002-06-01 | 250.30275344905700 |
| 2002-07-01 | 250.20863931623500 |
| 2002-08-01 | 251.69694772932598 |
| 2002-09-01 | 252.48764990962700 |
| 2002-10-01 | 257.22857308095600 |
| 2002-11-01 | 255.33565360166500 |
| 2002-12-01 | 256.49605557302897 |
| 2003-01-01 | 252.76903982693600 |
| 2003-02-01 | 253.22047748442800 |
| 2003-03-01 | 253.24229897662997 |
| 2003-04-01 | 254.54097200897900 |
| 2003-05-01 | 255.09768865629798 |
| 2003-06-01 | 255.09251385033198 |
| 2003-07-01 | 256.42078459461897 |
| 2003-08-01 | 257.62556873604600 |
| 2003-09-01 | 257.03137200599497 |
| 2003-10-01 | 256.65918791251800 |
| 2003-11-01 | 258.77069888281900 |
| 2003-12-01 | 258.07900380156100 |
| 2004-01-01 | 255.72355401764500 |
| 2004-02-01 | 253.77941597060800 |
| 2004-03-01 | 255.26747408477700 |
| 2004-04-01 | 256.81185119325600 |
| 2004-05-01 | 258.28337419618900 |
| 2004-06-01 | 258.57030346287000 |
| 2004-07-01 | 259.19109037758300 |
| 2004-08-01 | 258.71581411457100 |
| 2004-09-01 | 257.25027396232700 |
| 2004-10-01 | 261.37311369953400 |
| 2004-11-01 | 262.41501155668300 |
| 2004-12-01 | 263.54643956262004 |
| 2005-01-01 | 264.30033911923600 |
| 2005-02-01 | 266.02212770824600 |
| 2005-03-01 | 266.81348248851800 |
| 2005-04-01 | 269.04653556830397 |
| 2005-05-01 | 268.28519005381100 |
| 2005-06-01 | 268.72071378885500 |
| 2005-07-01 | 268.19293965878000 |
| 2005-08-01 | 268.53087178360100 |
| 2005-09-01 | 268.71923468075200 |
| 2005-10-01 | 267.64829555312000 |
| 2005-11-01 | 268.02239302152196 |
| 2005-12-01 | 269.74752235844300 |
| 2006-01-01 | 273.90958329447600 |
| 2006-02-01 | 275.75940422273703 |
| 2006-03-01 | 276.93107585566100 |
| 2006-04-01 | 276.66897783138200 |
| 2006-05-01 | 278.00595704671600 |
| 2006-06-01 | 279.12277851532500 |
| 2006-07-01 | 279.32104906682900 |
| 2006-08-01 | 279.71187391727300 |
| 2006-09-01 | 280.32872222400500 |
| 2006-10-01 | 281.38048455278000 |
| 2006-11-01 | 279.55483875606700 |
| 2006-12-01 | 278.53333551928904 |
| 2007-01-01 | 278.23975949224200 |
| 2007-02-01 | 277.63569733164100 |
| 2007-03-01 | 278.56796122842200 |
| 2007-04-01 | 274.71582496225100 |
| 2007-05-01 | 275.16418839627397 |
| 2007-06-01 | 275.86273665507900 |
| 2007-07-01 | 277.42621587923500 |
| 2007-08-01 | 277.16950187977200 |
| 2007-09-01 | 278.61946542087100 |
| 2007-10-01 | 277.43585026075300 |
| 2007-11-01 | 278.60311433455900 |
| 2007-12-01 | 278.36493436810000 |
| 2008-01-01 | 277.94355921837000 |
| 2008-02-01 | 277.09458217990897 |
| 2008-03-01 | 276.95495927540800 |
| 2008-04-01 | 275.58939439564800 |
| 2008-05-01 | 273.82261268285000 |
| 2008-06-01 | 272.69643042782900 |
| 2008-07-01 | 271.80034760175300 |
| 2008-08-01 | 270.72619981033904 |
| 2008-09-01 | 268.13641456420700 |
| 2008-10-01 | 265.17071157153600 |
| 2008-11-01 | 261.32315943295400 |
| 2008-12-01 | 259.00879161014200 |
| 2009-01-01 | 255.19961309395000 |
| 2009-02-01 | 251.57659007388500 |
| 2009-03-01 | 249.17855066711600 |
| 2009-04-01 | 248.53860071149300 |
| 2009-05-01 | 247.02253523222302 |
| 2009-06-01 | 244.57097018348702 |
| 2009-07-01 | 243.23974603988202 |
| 2009-08-01 | 242.01823240832198 |
| 2009-09-01 | 240.73355402335000 |
| 2009-10-01 | 243.37822508727100 |
| 2009-11-01 | 243.62962589762700 |
| 2009-12-01 | 243.99799187680300 |
| 2010-01-01 | 247.77354326230400 |
| 2010-02-01 | 247.85548768274200 |
| 2010-03-01 | 247.80321197582500 |
| 2010-04-01 | 249.04225804486302 |
| 2010-05-01 | 250.34314710689000 |
| 2010-06-01 | 251.45735500270000 |
| 2010-07-01 | 250.55395137770600 |
| 2010-08-01 | 250.95874018408600 |
| 2010-09-01 | 249.55978672767102 |
| 2010-10-01 | 255.36090730685600 |
| 2010-11-01 | 253.62616691917302 |
| 2010-12-01 | 253.56846292449300 |
| 2011-01-01 | 252.79278298085700 |
| 2011-02-01 | 252.45665262298698 |
| 2011-03-01 | 253.17964483991500 |
| 2011-04-01 | 250.32124117834098 |
| 2011-05-01 | 250.33352733270900 |
| 2011-06-01 | 251.22890140762902 |
| 2011-07-01 | 254.23145711084800 |
| 2011-08-01 | 253.74373809486400 |
| 2011-09-01 | 254.51970432823900 |
| 2011-10-01 | 253.44353258035702 |
| 2011-11-01 | 254.20218752815700 |
| 2011-12-01 | 255.79890429312800 |
| 2012-01-01 | 256.12122818799800 |
| 2012-02-01 | 258.30751735881000 |
| 2012-03-01 | 260.95494292276100 |
| 2012-04-01 | 263.18475660079600 |
| 2012-05-01 | 264.52412681924596 |
| 2012-06-01 | 265.75083141151100 |
| 2012-07-01 | 266.18384445306197 |
| 2012-08-01 | 266.44023176729500 |
| 2012-09-01 | 267.09229533677300 |
| 2012-10-01 | 269.08557742510000 |
| 2012-11-01 | 270.27716393299300 |
| 2012-12-01 | 270.75157634507600 |
| 2013-01-01 | 267.53124203917400 |
| 2013-02-01 | 269.83071249047697 |
| 2013-03-01 | 269.47472087912996 |
| 2013-04-01 | 271.34895165759104 |
| 2013-05-01 | 272.31010025195000 |
| 2013-06-01 | 272.49658149276500 |
| 2013-07-01 | 272.18260384741600 |
| 2013-08-01 | 274.11113872573700 |
| 2013-09-01 | 272.98302494769797 |
| 2013-10-01 | 271.41174981337300 |
| 2013-11-01 | 272.94756358712600 |
| 2013-12-01 | 272.17243880984000 |
| 2014-01-01 | 274.33693346631900 |
| 2014-02-01 | 275.43433663699600 |
| 2014-03-01 | 276.87292604871500 |
| 2014-04-01 | 278.32568479465900 |
| 2014-05-01 | 279.57863264835500 |
| 2014-06-01 | 279.99889691323500 |
| 2014-07-01 | 279.38490593871103 |
| 2014-08-01 | 280.81198346186903 |
| 2014-09-01 | 282.53222117185600 |
| 2014-10-01 | 283.92128482447900 |
| 2014-11-01 | 285.11762133462300 |
| 2014-12-01 | 286.53118409741404 |
| 2015-01-01 | 286.84018700799400 |
| 2015-02-01 | 286.28913633346000 |
| 2015-03-01 | 287.72932043430200 |
| 2015-04-01 | 287.01107312010200 |
| 2015-05-01 | 287.36991128754700 |
| 2015-06-01 | 287.85320207384400 |
| 2015-07-01 | 290.37846273895500 |
| 2015-08-01 | 290.42682541895800 |
| 2015-09-01 | 291.11704508766700 |
| 2015-10-01 | 292.70426693464800 |
| 2015-11-01 | 292.37508219896200 |
| 2015-12-01 | 293.88397309339000 |
| 2016-01-01 | 297.02181435886600 |
| 2016-02-01 | 297.39313275037500 |
| 2016-03-01 | 296.55394423330900 |
| 2016-04-01 | 297.01891674190600 |
| 2016-05-01 | 296.81827137356900 |
| 2016-06-01 | 296.92261489152503 |
| 2016-07-01 | 298.85144076135200 |
| 2016-08-01 | 297.65005685474300 |
| 2016-09-01 | 301.04890885616200 |
| 2016-10-01 | 302.64084765439000 |
| 2016-11-01 | 306.52087084916100 |
| 2016-12-01 | 306.29979938613496 |
| 2017-01-01 | 298.21866448275600 |
| 2017-02-01 | 298.47063958704000 |
| 2017-03-01 | 300.12286950767100 |
| 2017-04-01 | 298.14293388769400 |
| 2017-05-01 | 302.88798137012503 |
| 2017-06-01 | 304.85686568281900 |
| 2017-07-01 | 305.69432191468700 |
| 2017-08-01 | 308.06593586472400 |
| 2017-09-01 | 311.31423702384900 |
| 2017-10-01 | 308.65988427721800 |
| 2017-11-01 | 309.41007926729400 |
| 2017-12-01 | 310.60911569769600 |
| 2018-01-01 | 311.52268777099204 |
| 2018-02-01 | 313.31613649358300 |
| 2018-03-01 | 316.82343204342897 |
| 2018-04-01 | 314.78605196575900 |
| 2018-05-01 | 315.27131092240000 |
| 2018-06-01 | 316.29112615930900 |
| 2018-07-01 | 317.91340602464000 |
| 2018-08-01 | 319.94704880347200 |
| 2018-09-01 | 318.99317424451000 |
| 2018-10-01 | 319.33485522258500 |
| 2018-11-01 | 320.81977593963200 |
| 2018-12-01 | 321.76253992129300 |
| 2019-01-01 | 322.65902614360600 |
| 2019-02-01 | 324.00211706225700 |
| 2019-03-01 | 325.56812811436100 |
| 2019-04-01 | 328.41760961818600 |
| 2019-05-01 | 330.45167973694100 |
| 2019-06-01 | 330.23508364490100 |
| 2019-07-01 | 330.10003263455700 |
| 2019-08-01 | 330.31541655080700 |
| 2019-09-01 | 330.93510892196600 |
| 2019-10-01 | 330.36610027023000 |
| 2019-11-01 | 329.61012349743197 |
| 2019-12-01 | 327.31716941941300 |
| 2020-01-01 | 331.36446248098900 |
| 2020-02-01 | 328.67830327254000 |
| 2020-03-01 | 325.19361580644600 |
| 2020-04-01 | 290.60829311205100 |
| 2020-05-01 | 295.23738948224800 |
| 2020-06-01 | 298.51393396840200 |
| 2020-07-01 | 301.00967124671797 |
| 2020-08-01 | 302.75375966578400 |
| 2020-09-01 | 304.19446261147897 |
| 2020-10-01 | 308.57389433328400 |
| 2020-11-01 | 310.95270035586800 |
| 2020-12-01 | 313.19377326152500 |
| 2021-01-01 | 318.83171002223100 |
| 2021-02-01 | 320.27457316395197 |
| 2021-03-01 | 323.09291213274400 |
| 2021-04-01 | 320.28450214801103 |
| 2021-05-01 | 319.17865407804500 |
| 2021-06-01 | 315.62258461843300 |
| 2021-07-01 | 320.14355362590100 |
| 2021-08-01 | 320.11201613497000 |
| 2021-09-01 | 318.66124833693100 |
| 2021-10-01 | 327.02372912227503 |
| 2021-11-01 | 327.20283242836400 |
| 2021-12-01 | 329.00038798142200 |
| 2022-01-01 | 327.01293274800400 |
| 2022-02-01 | 329.40752414798100 |
| 2022-03-01 | 330.92784038609500 |
| 2022-04-01 | 333.12027944158900 |
| 2022-05-01 | 333.68742476546800 |
| 2022-06-01 | 333.20209397958100 |
| 2022-07-01 | 333.67558703979597 |
| 2022-08-01 | 333.63917450896400 |
| 2022-09-01 | 333.25785101734000 |
| 2022-10-01 | 331.45653539546504 |
| 2022-11-01 | 329.89078979714196 |
| 2022-12-01 | 328.77932286910500 |
| 2023-01-01 | 325.72202498583900 |
| 2023-02-01 | 322.79415172149700 |
| 2023-03-01 | 320.94558440564200 |
| 2023-04-01 | 323.37568408918900 |
| 2023-05-01 | 323.14662131504500 |
| 2023-06-01 | 322.67868008127100 |
| 2023-07-01 | 320.27181993220603 |
| 2023-08-01 | 320.69257413513003 |
| 2023-09-01 | 320.51927810074403 |
| 2023-10-01 | 319.52494758542100 |
| 2023-11-01 | 316.75609433529600 |
| 2023-12-01 | 319.88581432578900 |
| 2024-01-01 | 321.61924130049600 |
| 2024-02-01 | 322.60868164823603 |
| 2024-03-01 | 323.03364344809500 |
| 2024-04-01 | 320.79404290653400 |
| 2024-05-01 | 321.41756982237100 |
| 2024-06-01 | 321.91707662930696 |
| 2024-07-01 | 322.92982140691300 |
| 2024-08-01 | 321.89005998655500 |
| 2024-09-01 | 321.73899781304000 |
| 2024-10-01 | 320.78400100327303 |
| 2024-11-01 | 320.32069637680300 |
