Table Data - All Employees: Professional and Business Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846000000001SA |
| 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 6:02 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 | 107.04184265447901 |
| 1990-02-01 | 107.31061676757800 |
| 1990-03-01 | 107.96416074984100 |
| 1990-04-01 | 107.27890723896100 |
| 1990-05-01 | 108.23406397382000 |
| 1990-06-01 | 109.52032155817000 |
| 1990-07-01 | 110.40578043268600 |
| 1990-08-01 | 110.39891580446199 |
| 1990-09-01 | 110.27614505621099 |
| 1990-10-01 | 112.45701793154200 |
| 1990-11-01 | 112.69262137173700 |
| 1990-12-01 | 113.41945737600200 |
| 1991-01-01 | 112.31485515695200 |
| 1991-02-01 | 113.02369267333900 |
| 1991-03-01 | 112.75173354983299 |
| 1991-04-01 | 114.76107103639800 |
| 1991-05-01 | 115.52872565775900 |
| 1991-06-01 | 115.75835942438299 |
| 1991-07-01 | 115.33638374747801 |
| 1991-08-01 | 115.25932965019899 |
| 1991-09-01 | 114.80160464204799 |
| 1991-10-01 | 114.17344154623200 |
| 1991-11-01 | 114.56692592693700 |
| 1991-12-01 | 114.68901465723800 |
| 1992-01-01 | 115.00367954224600 |
| 1992-02-01 | 114.62148248451400 |
| 1992-03-01 | 114.40783083284000 |
| 1992-04-01 | 115.34488962646999 |
| 1992-05-01 | 115.25779300178400 |
| 1992-06-01 | 114.62392924800000 |
| 1992-07-01 | 115.29793282449100 |
| 1992-08-01 | 115.30728091699100 |
| 1992-09-01 | 116.12331219437500 |
| 1992-10-01 | 116.39173440907699 |
| 1992-11-01 | 116.51999311990299 |
| 1992-12-01 | 116.09038546378001 |
| 1993-01-01 | 117.87041813058501 |
| 1993-02-01 | 117.92887723751300 |
| 1993-03-01 | 117.96287019223800 |
| 1993-04-01 | 118.26648346910700 |
| 1993-05-01 | 118.69592301480000 |
| 1993-06-01 | 118.88745919314500 |
| 1993-07-01 | 119.82532553916100 |
| 1993-08-01 | 121.50119928334699 |
| 1993-09-01 | 121.44608294868300 |
| 1993-10-01 | 123.14785590534001 |
| 1993-11-01 | 123.52497276102301 |
| 1993-12-01 | 124.48353063049900 |
| 1994-01-01 | 121.38617056983300 |
| 1994-02-01 | 122.20240059142100 |
| 1994-03-01 | 122.85781429511400 |
| 1994-04-01 | 122.28275153388701 |
| 1994-05-01 | 123.02781821601101 |
| 1994-06-01 | 123.52020398794700 |
| 1994-07-01 | 123.21881176172200 |
| 1994-08-01 | 122.63487570120900 |
| 1994-09-01 | 123.43438462283599 |
| 1994-10-01 | 122.65854435714100 |
| 1994-11-01 | 123.57198284602400 |
| 1994-12-01 | 124.05989676117700 |
| 1995-01-01 | 124.25429973460501 |
| 1995-02-01 | 125.32334227027701 |
| 1995-03-01 | 126.24285193313801 |
| 1995-04-01 | 125.44398748628700 |
| 1995-05-01 | 127.29823136044001 |
| 1995-06-01 | 128.51972874898400 |
| 1995-07-01 | 129.57831711020398 |
| 1995-08-01 | 130.43793954127898 |
| 1995-09-01 | 131.46299197148000 |
| 1995-10-01 | 128.66773922082300 |
| 1995-11-01 | 129.09185017896900 |
| 1995-12-01 | 128.93746697493500 |
| 1996-01-01 | 130.58937477945700 |
| 1996-02-01 | 129.15316433580000 |
| 1996-03-01 | 128.87418902096500 |
| 1996-04-01 | 126.44534920951300 |
| 1996-05-01 | 128.15869560843700 |
| 1996-06-01 | 129.36402703595600 |
| 1996-07-01 | 133.90197648290000 |
| 1996-08-01 | 135.09993722729900 |
| 1996-09-01 | 136.08026493900100 |
| 1996-10-01 | 137.48809610480700 |
| 1996-11-01 | 138.64770884101802 |
| 1996-12-01 | 140.17599226975000 |
| 1997-01-01 | 140.96942888426900 |
| 1997-02-01 | 141.49774601726200 |
| 1997-03-01 | 142.85585420319800 |
| 1997-04-01 | 144.70607056550100 |
| 1997-05-01 | 146.76719841362900 |
| 1997-06-01 | 147.31205120735700 |
| 1997-07-01 | 150.61953375273400 |
| 1997-08-01 | 150.08110287989700 |
| 1997-09-01 | 151.17320711907900 |
| 1997-10-01 | 150.13640307029000 |
| 1997-11-01 | 149.99025045406800 |
| 1997-12-01 | 150.34019894141400 |
| 1998-01-01 | 152.38898406178700 |
| 1998-02-01 | 154.11670505706300 |
| 1998-03-01 | 154.86350932007300 |
| 1998-04-01 | 155.79543015124202 |
| 1998-05-01 | 155.99339145214898 |
| 1998-06-01 | 156.76961820109000 |
| 1998-07-01 | 156.08999429217300 |
| 1998-08-01 | 157.32668913622499 |
| 1998-09-01 | 157.53580004758300 |
| 1998-10-01 | 157.88257965820000 |
| 1998-11-01 | 159.43065031028300 |
| 1998-12-01 | 159.64086499554600 |
| 1999-01-01 | 159.18179491317600 |
| 1999-02-01 | 159.87197778853400 |
| 1999-03-01 | 160.59457439890000 |
| 1999-04-01 | 162.48036774274500 |
| 1999-05-01 | 163.14410519100800 |
| 1999-06-01 | 163.10248470319098 |
| 1999-07-01 | 164.39424352391399 |
| 1999-08-01 | 164.16736889465400 |
| 1999-09-01 | 164.38956843324600 |
| 1999-10-01 | 166.79226183918000 |
| 1999-11-01 | 167.30416024375200 |
| 1999-12-01 | 168.43657585457300 |
| 2000-01-01 | 169.60521157760300 |
| 2000-02-01 | 170.12521846580100 |
| 2000-03-01 | 171.16424139367700 |
| 2000-04-01 | 173.25663712653198 |
| 2000-05-01 | 172.61790158067700 |
| 2000-06-01 | 173.21710399071898 |
| 2000-07-01 | 174.55752995730000 |
| 2000-08-01 | 174.88877782964698 |
| 2000-09-01 | 176.05057692413200 |
| 2000-10-01 | 175.91953999479600 |
| 2000-11-01 | 176.36343764634103 |
| 2000-12-01 | 175.36871552325198 |
| 2001-01-01 | 168.53933185212600 |
| 2001-02-01 | 167.33415204449400 |
| 2001-03-01 | 166.72822593663602 |
| 2001-04-01 | 163.30186542896800 |
| 2001-05-01 | 163.56600379688100 |
| 2001-06-01 | 163.20560757226800 |
| 2001-07-01 | 161.17557866959000 |
| 2001-08-01 | 160.13052439538000 |
| 2001-09-01 | 158.90779035001302 |
| 2001-10-01 | 158.53651375622500 |
| 2001-11-01 | 156.97894846092500 |
| 2001-12-01 | 157.00805016041300 |
| 2002-01-01 | 156.82459218768800 |
| 2002-02-01 | 156.30817329681400 |
| 2002-03-01 | 156.40440060153900 |
| 2002-04-01 | 153.96089322158300 |
| 2002-05-01 | 153.92574060885500 |
| 2002-06-01 | 153.06512132389000 |
| 2002-07-01 | 151.60413815299300 |
| 2002-08-01 | 151.72853614429400 |
| 2002-09-01 | 151.30159834627300 |
| 2002-10-01 | 149.97701826774100 |
| 2002-11-01 | 149.64899566526000 |
| 2002-12-01 | 149.44385841017100 |
| 2003-01-01 | 148.25899539194500 |
| 2003-02-01 | 148.03786081904400 |
| 2003-03-01 | 148.39201392959401 |
| 2003-04-01 | 147.73854958007098 |
| 2003-05-01 | 147.37503738549600 |
| 2003-06-01 | 147.79288801305600 |
| 2003-07-01 | 149.31351028307100 |
| 2003-08-01 | 149.52157634063000 |
| 2003-09-01 | 149.07601744641002 |
| 2003-10-01 | 149.52283286986000 |
| 2003-11-01 | 149.90823839888202 |
| 2003-12-01 | 149.84493759731800 |
| 2004-01-01 | 150.48185603231800 |
| 2004-02-01 | 150.85239619974300 |
| 2004-03-01 | 151.03469217786700 |
| 2004-04-01 | 152.41530608690098 |
| 2004-05-01 | 153.04466216749500 |
| 2004-06-01 | 152.98387601760402 |
| 2004-07-01 | 151.77549097033800 |
| 2004-08-01 | 151.64958229892200 |
| 2004-09-01 | 152.00965732183600 |
| 2004-10-01 | 153.09226480836398 |
| 2004-11-01 | 153.10460030673200 |
| 2004-12-01 | 153.42379083091498 |
| 2005-01-01 | 154.52648846617500 |
| 2005-02-01 | 154.84050941039700 |
| 2005-03-01 | 154.68694551379602 |
| 2005-04-01 | 154.81244749406100 |
| 2005-05-01 | 154.63165345084000 |
| 2005-06-01 | 154.15850903900000 |
| 2005-07-01 | 154.82724864642000 |
| 2005-08-01 | 155.56599918148400 |
| 2005-09-01 | 156.76095434643500 |
| 2005-10-01 | 156.89296192990400 |
| 2005-11-01 | 157.84094141840000 |
| 2005-12-01 | 158.48410220028800 |
| 2006-01-01 | 158.31779374904000 |
| 2006-02-01 | 159.12297363794100 |
| 2006-03-01 | 159.90553699487100 |
| 2006-04-01 | 159.61506345062700 |
| 2006-05-01 | 161.15404303789000 |
| 2006-06-01 | 162.12689300253300 |
| 2006-07-01 | 162.58204931487900 |
| 2006-08-01 | 162.22133454924900 |
| 2006-09-01 | 161.59173093680700 |
| 2006-10-01 | 160.88680573494300 |
| 2006-11-01 | 160.74635280073798 |
| 2006-12-01 | 160.99421368729298 |
| 2007-01-01 | 160.66257338802998 |
| 2007-02-01 | 161.60296256465800 |
| 2007-03-01 | 162.19647745025700 |
| 2007-04-01 | 160.98297012624600 |
| 2007-05-01 | 162.00700985160802 |
| 2007-06-01 | 161.80218531245800 |
| 2007-07-01 | 162.52236932504400 |
| 2007-08-01 | 162.52939520005800 |
| 2007-09-01 | 162.49951999110800 |
| 2007-10-01 | 170.72004180016100 |
| 2007-11-01 | 170.89783584007300 |
| 2007-12-01 | 171.05889242378998 |
| 2008-01-01 | 171.55912470909900 |
| 2008-02-01 | 171.45504744793200 |
| 2008-03-01 | 170.68795788765900 |
| 2008-04-01 | 170.45065140193500 |
| 2008-05-01 | 169.94085292057100 |
| 2008-06-01 | 170.09707660395600 |
| 2008-07-01 | 170.04927104917600 |
| 2008-08-01 | 169.71567122122400 |
| 2008-09-01 | 169.12954637897200 |
| 2008-10-01 | 168.11949456519600 |
| 2008-11-01 | 167.01352477039000 |
| 2008-12-01 | 166.51646934167900 |
| 2009-01-01 | 164.46740982848600 |
| 2009-02-01 | 162.30914412589900 |
| 2009-03-01 | 160.37006460078300 |
| 2009-04-01 | 157.70656340362400 |
| 2009-05-01 | 157.10543599170600 |
| 2009-06-01 | 156.93704974846900 |
| 2009-07-01 | 155.72030272122402 |
| 2009-08-01 | 155.39386658056200 |
| 2009-09-01 | 154.40232692285000 |
| 2009-10-01 | 155.26671639142800 |
| 2009-11-01 | 155.12060494985400 |
| 2009-12-01 | 155.59869963804400 |
| 2010-01-01 | 153.31022386163400 |
| 2010-02-01 | 153.95817910613600 |
| 2010-03-01 | 154.35866538577000 |
| 2010-04-01 | 155.13215286662800 |
| 2010-05-01 | 155.42785795309600 |
| 2010-06-01 | 156.03419466777600 |
| 2010-07-01 | 155.75533078210700 |
| 2010-08-01 | 155.97827226817700 |
| 2010-09-01 | 156.97622697885500 |
| 2010-10-01 | 156.48275306040800 |
| 2010-11-01 | 157.39599284539600 |
| 2010-12-01 | 156.98580251155198 |
| 2011-01-01 | 156.98712119607400 |
| 2011-02-01 | 157.52679608098100 |
| 2011-03-01 | 158.71711731557900 |
| 2011-04-01 | 159.29268477635400 |
| 2011-05-01 | 159.71985620157700 |
| 2011-06-01 | 159.78738883051201 |
| 2011-07-01 | 160.54012355748600 |
| 2011-08-01 | 160.86863111291000 |
| 2011-09-01 | 161.36923581412900 |
| 2011-10-01 | 161.69254758044000 |
| 2011-11-01 | 161.53236195872100 |
| 2011-12-01 | 162.65308231845200 |
| 2012-01-01 | 163.83492976857500 |
| 2012-02-01 | 164.30468766792401 |
| 2012-03-01 | 164.75703643424300 |
| 2012-04-01 | 166.18818905983900 |
| 2012-05-01 | 167.05483017833998 |
| 2012-06-01 | 167.31833577587500 |
| 2012-07-01 | 167.55468946127200 |
| 2012-08-01 | 168.18304526327700 |
| 2012-09-01 | 169.50832278651300 |
| 2012-10-01 | 170.79861372240100 |
| 2012-11-01 | 171.56173170099600 |
| 2012-12-01 | 171.83822725984500 |
| 2013-01-01 | 172.52083456166500 |
| 2013-02-01 | 172.41466756162998 |
| 2013-03-01 | 172.22379984405800 |
| 2013-04-01 | 171.98696407005298 |
| 2013-05-01 | 171.99043192096500 |
| 2013-06-01 | 171.36158353514298 |
| 2013-07-01 | 172.02335754525500 |
| 2013-08-01 | 172.57275915547402 |
| 2013-09-01 | 172.41291939816298 |
| 2013-10-01 | 172.65769002339297 |
| 2013-11-01 | 172.63306211673700 |
| 2013-12-01 | 173.27630000320400 |
| 2014-01-01 | 173.69178457523498 |
| 2014-02-01 | 174.58198566876203 |
| 2014-03-01 | 175.13869703737302 |
| 2014-04-01 | 175.25255478631001 |
| 2014-05-01 | 177.10475572972800 |
| 2014-06-01 | 176.50307103745200 |
| 2014-07-01 | 174.06137456776500 |
| 2014-08-01 | 175.27181624974400 |
| 2014-09-01 | 175.16597965017700 |
| 2014-10-01 | 174.00710436082500 |
| 2014-11-01 | 174.71521429287102 |
| 2014-12-01 | 174.78478629926700 |
| 2015-01-01 | 176.30047286253503 |
| 2015-02-01 | 176.74723563224202 |
| 2015-03-01 | 177.02761044461100 |
| 2015-04-01 | 177.95626683672200 |
| 2015-05-01 | 177.08679378787997 |
| 2015-06-01 | 176.76827959755198 |
| 2015-07-01 | 176.99090063146300 |
| 2015-08-01 | 177.36591968014000 |
| 2015-09-01 | 177.07750533191600 |
| 2015-10-01 | 178.01013047277100 |
| 2015-11-01 | 178.50466204517400 |
| 2015-12-01 | 179.29519381385800 |
| 2016-01-01 | 178.98139082616902 |
| 2016-02-01 | 178.92856205339100 |
| 2016-03-01 | 178.24193238648700 |
| 2016-04-01 | 180.70277325262700 |
| 2016-05-01 | 180.11151682581502 |
| 2016-06-01 | 180.30614432676800 |
| 2016-07-01 | 181.73954993702202 |
| 2016-08-01 | 182.10405173697400 |
| 2016-09-01 | 182.70585412863000 |
| 2016-10-01 | 182.88954275410597 |
| 2016-11-01 | 183.56860805578302 |
| 2016-12-01 | 182.38645104703100 |
| 2017-01-01 | 182.63913635712200 |
| 2017-02-01 | 183.20752397091500 |
| 2017-03-01 | 184.23978323460202 |
| 2017-04-01 | 183.38344744893000 |
| 2017-05-01 | 183.54528722583902 |
| 2017-06-01 | 184.78537748830900 |
| 2017-07-01 | 184.86965413378600 |
| 2017-08-01 | 184.96614178952302 |
| 2017-09-01 | 185.58694722027000 |
| 2017-10-01 | 185.69492388884200 |
| 2017-11-01 | 184.93781880108799 |
| 2017-12-01 | 185.58738896109298 |
| 2018-01-01 | 185.96416430203600 |
| 2018-02-01 | 186.82602161538898 |
| 2018-03-01 | 187.70017002798500 |
| 2018-04-01 | 188.40831589362000 |
| 2018-05-01 | 189.21242940256002 |
| 2018-06-01 | 189.30360177106700 |
| 2018-07-01 | 190.09562971027600 |
| 2018-08-01 | 190.71374592258599 |
| 2018-09-01 | 191.38392350209702 |
| 2018-10-01 | 190.86378782995500 |
| 2018-11-01 | 190.92583884836300 |
| 2018-12-01 | 191.80043191329602 |
| 2019-01-01 | 190.77108368512600 |
| 2019-02-01 | 190.58351011071300 |
| 2019-03-01 | 191.54112195175898 |
| 2019-04-01 | 191.87199034011700 |
| 2019-05-01 | 191.91141837889998 |
| 2019-06-01 | 193.03937631679298 |
| 2019-07-01 | 193.45947961526400 |
| 2019-08-01 | 194.48635906745900 |
| 2019-09-01 | 193.82993162506200 |
| 2019-10-01 | 193.78737605883000 |
| 2019-11-01 | 196.17530156869898 |
| 2019-12-01 | 196.42865702924000 |
| 2020-01-01 | 196.71707913166100 |
| 2020-02-01 | 197.11420522406502 |
| 2020-03-01 | 195.60508271059200 |
| 2020-04-01 | 177.37544643561300 |
| 2020-05-01 | 179.12981250890000 |
| 2020-06-01 | 180.72610374386200 |
| 2020-07-01 | 180.63186940429800 |
| 2020-08-01 | 180.73731677407199 |
| 2020-09-01 | 179.75294058832299 |
| 2020-10-01 | 183.08176150441398 |
| 2020-11-01 | 183.68100600664300 |
| 2020-12-01 | 184.68737175888100 |
| 2021-01-01 | 186.37081434836497 |
| 2021-02-01 | 186.85344989526300 |
| 2021-03-01 | 188.15588853791303 |
| 2021-04-01 | 189.59391614338400 |
| 2021-05-01 | 190.37842643294000 |
| 2021-06-01 | 189.30279289613702 |
| 2021-07-01 | 190.68122172563300 |
| 2021-08-01 | 191.12162553213700 |
| 2021-09-01 | 191.21501144332200 |
| 2021-10-01 | 194.16849729807800 |
| 2021-11-01 | 196.19573268867400 |
| 2021-12-01 | 194.73095648347999 |
| 2022-01-01 | 196.36794332382700 |
| 2022-02-01 | 197.25492226172900 |
| 2022-03-01 | 197.58943624130200 |
| 2022-04-01 | 196.53654020773400 |
| 2022-05-01 | 195.96653677754200 |
| 2022-06-01 | 196.43680101683700 |
| 2022-07-01 | 195.17717862052400 |
| 2022-08-01 | 195.36234012013100 |
| 2022-09-01 | 194.90824690287700 |
| 2022-10-01 | 194.29765319068900 |
| 2022-11-01 | 193.22961255258400 |
| 2022-12-01 | 192.72198310211600 |
| 2023-01-01 | 190.49215525119200 |
| 2023-02-01 | 190.40538695448400 |
| 2023-03-01 | 189.64760441425997 |
| 2023-04-01 | 190.21257562724702 |
| 2023-05-01 | 189.07016394023998 |
| 2023-06-01 | 188.91530048144799 |
| 2023-07-01 | 189.56497895673900 |
| 2023-08-01 | 189.45540833340098 |
| 2023-09-01 | 189.20145428871300 |
| 2023-10-01 | 189.02906894379600 |
| 2023-11-01 | 188.77574005957600 |
| 2023-12-01 | 189.57603498611198 |
| 2024-01-01 | 190.69761575679600 |
| 2024-02-01 | 189.81169870051700 |
| 2024-03-01 | 189.80526201046700 |
| 2024-04-01 | 189.35914551156600 |
| 2024-05-01 | 190.31445058803100 |
| 2024-06-01 | 189.97124644447100 |
| 2024-07-01 | 189.85512261100600 |
| 2024-08-01 | 189.85996851058500 |
| 2024-09-01 | 189.71190061708302 |
| 2024-10-01 | 187.85300694427502 |
| 2024-11-01 | 190.24917807404202 |
