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 2024-10-01 |
| Last Updated | 2024-11-20 5:55 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 | 107.04189976337300 |
| 1990-02-01 | 107.31060476877100 |
| 1990-03-01 | 107.96416161768800 |
| 1990-04-01 | 107.27888037395300 |
| 1990-05-01 | 108.23405378595801 |
| 1990-06-01 | 109.52030799558200 |
| 1990-07-01 | 110.40572451149800 |
| 1990-08-01 | 110.39890428663601 |
| 1990-09-01 | 110.27600938990000 |
| 1990-10-01 | 112.45702190731800 |
| 1990-11-01 | 112.69262804756201 |
| 1990-12-01 | 113.41965357708300 |
| 1991-01-01 | 112.31491296284500 |
| 1991-02-01 | 113.02368376847200 |
| 1991-03-01 | 112.75174497077900 |
| 1991-04-01 | 114.76105548518700 |
| 1991-05-01 | 115.52872357614800 |
| 1991-06-01 | 115.75834209341801 |
| 1991-07-01 | 115.33631655261999 |
| 1991-08-01 | 115.25929487531700 |
| 1991-09-01 | 114.80143007875100 |
| 1991-10-01 | 114.17344679897500 |
| 1991-11-01 | 114.56694533183500 |
| 1991-12-01 | 114.68920893957200 |
| 1992-01-01 | 115.00374519804400 |
| 1992-02-01 | 114.62148783452300 |
| 1992-03-01 | 114.40787354944300 |
| 1992-04-01 | 115.34490617059600 |
| 1992-05-01 | 115.25781735425200 |
| 1992-06-01 | 114.62391368339199 |
| 1992-07-01 | 115.29784952903098 |
| 1992-08-01 | 115.30717396757200 |
| 1992-09-01 | 116.12302008092699 |
| 1992-10-01 | 116.39178622146800 |
| 1992-11-01 | 116.52004592332600 |
| 1992-12-01 | 116.09055990556500 |
| 1993-01-01 | 117.87048497374501 |
| 1993-02-01 | 117.92891869462000 |
| 1993-03-01 | 117.96295981788299 |
| 1993-04-01 | 118.26655984396500 |
| 1993-05-01 | 118.69599394040900 |
| 1993-06-01 | 118.88758648036600 |
| 1993-07-01 | 119.82508914243900 |
| 1993-08-01 | 121.50094252105200 |
| 1993-09-01 | 121.44566488966200 |
| 1993-10-01 | 123.14794209661400 |
| 1993-11-01 | 123.52504897866899 |
| 1993-12-01 | 124.48369962252000 |
| 1994-01-01 | 121.38625604095600 |
| 1994-02-01 | 122.20248733087700 |
| 1994-03-01 | 122.85796359169201 |
| 1994-04-01 | 122.28289866554600 |
| 1994-05-01 | 123.02792882584900 |
| 1994-06-01 | 123.52056460451400 |
| 1994-07-01 | 123.21838201268200 |
| 1994-08-01 | 122.63447284945900 |
| 1994-09-01 | 123.43381836990900 |
| 1994-10-01 | 122.65867337780700 |
| 1994-11-01 | 123.57209949886300 |
| 1994-12-01 | 124.05996877460100 |
| 1995-01-01 | 124.25441575623800 |
| 1995-02-01 | 125.32348784627600 |
| 1995-03-01 | 126.24305201483200 |
| 1995-04-01 | 125.44420007281500 |
| 1995-05-01 | 127.29838983805100 |
| 1995-06-01 | 128.52035713011900 |
| 1995-07-01 | 129.57767954901400 |
| 1995-08-01 | 130.43739645666600 |
| 1995-09-01 | 131.46235258269600 |
| 1995-10-01 | 128.66782746425100 |
| 1995-11-01 | 129.09195433987801 |
| 1995-12-01 | 128.93743578563200 |
| 1996-01-01 | 130.58953892385700 |
| 1996-02-01 | 129.15336575264600 |
| 1996-03-01 | 128.87443951533100 |
| 1996-04-01 | 126.44561170270501 |
| 1996-05-01 | 128.15888732581100 |
| 1996-06-01 | 129.36477731503900 |
| 1996-07-01 | 133.90129572171700 |
| 1996-08-01 | 135.09935541124000 |
| 1996-09-01 | 136.07956113600200 |
| 1996-10-01 | 137.48811958131202 |
| 1996-11-01 | 138.64776368187600 |
| 1996-12-01 | 140.17580652852100 |
| 1997-01-01 | 140.96964006779900 |
| 1997-02-01 | 141.49803370392098 |
| 1997-03-01 | 142.85618334955200 |
| 1997-04-01 | 144.70640286454300 |
| 1997-05-01 | 146.76745863976700 |
| 1997-06-01 | 147.31296221070800 |
| 1997-07-01 | 150.61882635235500 |
| 1997-08-01 | 150.08051065683398 |
| 1997-09-01 | 151.17250545058400 |
| 1997-10-01 | 150.13625176306600 |
| 1997-11-01 | 149.99010301430000 |
| 1997-12-01 | 150.33972908059098 |
| 1998-01-01 | 152.38943850428000 |
| 1998-02-01 | 154.11713343527500 |
| 1998-03-01 | 154.86395911350500 |
| 1998-04-01 | 155.79577838990900 |
| 1998-05-01 | 155.99366013106800 |
| 1998-06-01 | 156.77045561662501 |
| 1998-07-01 | 156.08946447416100 |
| 1998-08-01 | 157.32620647269100 |
| 1998-09-01 | 157.53512261010500 |
| 1998-10-01 | 157.88225430866400 |
| 1998-11-01 | 159.43028349839500 |
| 1998-12-01 | 159.64008180923000 |
| 1999-01-01 | 159.18250059524900 |
| 1999-02-01 | 159.87256665466998 |
| 1999-03-01 | 160.59514804768500 |
| 1999-04-01 | 162.48064759493300 |
| 1999-05-01 | 163.14440484346400 |
| 1999-06-01 | 163.10310663116100 |
| 1999-07-01 | 164.39391511013900 |
| 1999-08-01 | 164.16700161961100 |
| 1999-09-01 | 164.38898232279600 |
| 1999-10-01 | 166.79175331203200 |
| 1999-11-01 | 167.30356075003300 |
| 1999-12-01 | 168.43556836317000 |
| 2000-01-01 | 169.60617824829000 |
| 2000-02-01 | 170.12595995978398 |
| 2000-03-01 | 171.16495913920400 |
| 2000-04-01 | 173.25683538104600 |
| 2000-05-01 | 172.61819853875600 |
| 2000-06-01 | 173.21745088847100 |
| 2000-07-01 | 174.55738548243500 |
| 2000-08-01 | 174.88849230707300 |
| 2000-09-01 | 176.05000661123300 |
| 2000-10-01 | 175.91898319788400 |
| 2000-11-01 | 176.36275144313598 |
| 2000-12-01 | 175.36773710070702 |
| 2001-01-01 | 168.54026076904700 |
| 2001-02-01 | 167.33489331652400 |
| 2001-03-01 | 166.72893893087800 |
| 2001-04-01 | 163.30194950447800 |
| 2001-05-01 | 163.56626965854100 |
| 2001-06-01 | 163.20579480268700 |
| 2001-07-01 | 161.17547567888500 |
| 2001-08-01 | 160.13030350688600 |
| 2001-09-01 | 158.90739090803100 |
| 2001-10-01 | 158.53606852420500 |
| 2001-11-01 | 156.97836648623900 |
| 2001-12-01 | 157.00728471146400 |
| 2002-01-01 | 156.82540415162902 |
| 2002-02-01 | 156.30878938851700 |
| 2002-03-01 | 156.40500082940500 |
| 2002-04-01 | 153.96090640955998 |
| 2002-05-01 | 153.92591524786800 |
| 2002-06-01 | 153.06523221299500 |
| 2002-07-01 | 151.60402520270398 |
| 2002-08-01 | 151.72836460451600 |
| 2002-09-01 | 151.30132852252400 |
| 2002-10-01 | 149.97670953419100 |
| 2002-11-01 | 149.64859966566500 |
| 2002-12-01 | 149.44336509289400 |
| 2003-01-01 | 148.25952611167900 |
| 2003-02-01 | 148.03828816244200 |
| 2003-03-01 | 148.39242948694900 |
| 2003-04-01 | 147.73850839473400 |
| 2003-05-01 | 147.37516244312500 |
| 2003-06-01 | 147.79295077432502 |
| 2003-07-01 | 149.31342417117300 |
| 2003-08-01 | 149.52147041074600 |
| 2003-09-01 | 149.07587306372900 |
| 2003-10-01 | 149.52263903114599 |
| 2003-11-01 | 149.90799853749700 |
| 2003-12-01 | 149.84466886446899 |
| 2004-01-01 | 150.48212908209100 |
| 2004-02-01 | 150.85263079421900 |
| 2004-03-01 | 151.03493923184098 |
| 2004-04-01 | 152.41527049642100 |
| 2004-05-01 | 153.04473510912300 |
| 2004-06-01 | 152.98390770791900 |
| 2004-07-01 | 151.77546109719000 |
| 2004-08-01 | 151.64956993241100 |
| 2004-09-01 | 152.00964463406999 |
| 2004-10-01 | 153.09211301790000 |
| 2004-11-01 | 153.10447177802700 |
| 2004-12-01 | 153.42372446835800 |
| 2005-01-01 | 154.52649752396800 |
| 2005-02-01 | 154.84056973970900 |
| 2005-03-01 | 154.68704168689600 |
| 2005-04-01 | 154.81243527786200 |
| 2005-05-01 | 154.63170535629200 |
| 2005-06-01 | 154.15854288587900 |
| 2005-07-01 | 154.82729469885598 |
| 2005-08-01 | 155.56607576213700 |
| 2005-09-01 | 156.76105926356800 |
| 2005-10-01 | 156.89280879953100 |
| 2005-11-01 | 157.84081640546802 |
| 2005-12-01 | 158.48403857966900 |
| 2006-01-01 | 158.31773921522898 |
| 2006-02-01 | 159.12294119425200 |
| 2006-03-01 | 159.90555322907400 |
| 2006-04-01 | 159.61508571654700 |
| 2006-05-01 | 161.15407252220800 |
| 2006-06-01 | 162.12694512832400 |
| 2006-07-01 | 162.58214380909598 |
| 2006-08-01 | 162.22147107401700 |
| 2006-09-01 | 161.59194122240300 |
| 2006-10-01 | 160.88659846028900 |
| 2006-11-01 | 160.74619189944800 |
| 2006-12-01 | 160.99414911459500 |
| 2007-01-01 | 160.66248672624400 |
| 2007-02-01 | 161.60290350045900 |
| 2007-03-01 | 162.19646430423100 |
| 2007-04-01 | 160.98299825473800 |
| 2007-05-01 | 162.00704576639600 |
| 2007-06-01 | 161.80225603982500 |
| 2007-07-01 | 162.52247701605802 |
| 2007-08-01 | 162.52954224959900 |
| 2007-09-01 | 162.49978298056600 |
| 2007-10-01 | 170.71980290484300 |
| 2007-11-01 | 170.89761214293500 |
| 2007-12-01 | 171.05883864939200 |
| 2008-01-01 | 171.55902365036400 |
| 2008-02-01 | 171.45498502120500 |
| 2008-03-01 | 170.68795152015600 |
| 2008-04-01 | 170.45068200561600 |
| 2008-05-01 | 169.94088719522200 |
| 2008-06-01 | 170.09714929216200 |
| 2008-07-01 | 170.04937178259200 |
| 2008-08-01 | 169.71580916603400 |
| 2008-09-01 | 169.12986524281500 |
| 2008-10-01 | 168.11925612663500 |
| 2008-11-01 | 167.01326663902900 |
| 2008-12-01 | 166.51643901124902 |
| 2009-01-01 | 164.46732923141300 |
| 2009-02-01 | 162.30909743364600 |
| 2009-03-01 | 160.37006544378500 |
| 2009-04-01 | 157.70659015079200 |
| 2009-05-01 | 157.10546418490900 |
| 2009-06-01 | 156.93710558654500 |
| 2009-07-01 | 155.72037437881300 |
| 2009-08-01 | 155.39395776242600 |
| 2009-09-01 | 154.40258711754700 |
| 2009-10-01 | 155.26655543778298 |
| 2009-11-01 | 155.12035806751800 |
| 2009-12-01 | 155.59869370158302 |
| 2010-01-01 | 153.31016470753300 |
| 2010-02-01 | 153.95815056832400 |
| 2010-03-01 | 154.35867549607700 |
| 2010-04-01 | 155.13218060551300 |
| 2010-05-01 | 155.42788441744800 |
| 2010-06-01 | 156.03423710351100 |
| 2010-07-01 | 155.75537803796700 |
| 2010-08-01 | 155.97832455810500 |
| 2010-09-01 | 156.97643289361900 |
| 2010-10-01 | 156.48264940098800 |
| 2010-11-01 | 157.39576179575300 |
| 2010-12-01 | 156.98579143206300 |
| 2011-01-01 | 156.98707436708000 |
| 2011-02-01 | 157.52678689642200 |
| 2011-03-01 | 158.71714944637600 |
| 2011-04-01 | 159.29273844020400 |
| 2011-05-01 | 159.71989367544100 |
| 2011-06-01 | 159.78741427436898 |
| 2011-07-01 | 160.54014599786800 |
| 2011-08-01 | 160.86863948513300 |
| 2011-09-01 | 161.36936749629600 |
| 2011-10-01 | 161.69249227301300 |
| 2011-11-01 | 161.53216374550700 |
| 2011-12-01 | 162.65306108011600 |
| 2012-01-01 | 163.83488143445600 |
| 2012-02-01 | 164.30465572014200 |
| 2012-03-01 | 164.75702602233700 |
| 2012-04-01 | 166.18848412312800 |
| 2012-05-01 | 167.05482049839398 |
| 2012-06-01 | 167.31831232233400 |
| 2012-07-01 | 167.55467960223900 |
| 2012-08-01 | 168.18302458550698 |
| 2012-09-01 | 169.50839973996300 |
| 2012-10-01 | 170.79855961275499 |
| 2012-11-01 | 171.56158761386600 |
| 2012-12-01 | 171.83820001457500 |
| 2013-01-01 | 172.52077141886397 |
| 2013-02-01 | 172.41457237775200 |
| 2013-03-01 | 172.22372576361698 |
| 2013-04-01 | 171.98759058051600 |
| 2013-05-01 | 171.99034655914502 |
| 2013-06-01 | 171.36150081195800 |
| 2013-07-01 | 172.02332928034900 |
| 2013-08-01 | 172.57272088135602 |
| 2013-09-01 | 172.41293371013302 |
| 2013-10-01 | 172.65761101054700 |
| 2013-11-01 | 172.63314216286400 |
| 2013-12-01 | 173.27616305835300 |
| 2014-01-01 | 173.69156204329000 |
| 2014-02-01 | 174.58172884323503 |
| 2014-03-01 | 175.13821278564498 |
| 2014-04-01 | 175.25369303154900 |
| 2014-05-01 | 177.10490500752300 |
| 2014-06-01 | 176.50343609839100 |
| 2014-07-01 | 174.06171207681900 |
| 2014-08-01 | 175.27175901341600 |
| 2014-09-01 | 175.16552918421200 |
| 2014-10-01 | 174.00644524391700 |
| 2014-11-01 | 174.71521702466800 |
| 2014-12-01 | 174.78453573762200 |
| 2015-01-01 | 176.30011652938400 |
| 2015-02-01 | 176.74659592393002 |
| 2015-03-01 | 177.02640293243400 |
| 2015-04-01 | 177.95778582572900 |
| 2015-05-01 | 177.08795793514200 |
| 2015-06-01 | 176.77047642972100 |
| 2015-07-01 | 176.99270429831700 |
| 2015-08-01 | 177.36577702037300 |
| 2015-09-01 | 177.07541824927600 |
| 2015-10-01 | 178.00727275871103 |
| 2015-11-01 | 178.50366665618802 |
| 2015-12-01 | 179.29498670888100 |
| 2016-01-01 | 178.98163300504200 |
| 2016-02-01 | 178.92773087318199 |
| 2016-03-01 | 178.23953161936700 |
| 2016-04-01 | 180.70483725656400 |
| 2016-05-01 | 180.11500401620097 |
| 2016-06-01 | 180.31057015506100 |
| 2016-07-01 | 181.74344899078500 |
| 2016-08-01 | 182.10642242679900 |
| 2016-09-01 | 182.70793455438900 |
| 2016-10-01 | 182.86255881241300 |
| 2016-11-01 | 183.57324037539100 |
| 2016-12-01 | 182.39058413567798 |
| 2017-01-01 | 182.64286578381902 |
| 2017-02-01 | 183.21100580106702 |
| 2017-03-01 | 184.22796334137200 |
| 2017-04-01 | 183.38706392307802 |
| 2017-05-01 | 183.54935730605700 |
| 2017-06-01 | 184.79920596868098 |
| 2017-07-01 | 184.87249445541300 |
| 2017-08-01 | 184.96998502609700 |
| 2017-09-01 | 185.59071687937902 |
| 2017-10-01 | 185.64330375078399 |
| 2017-11-01 | 184.94801743088200 |
| 2017-12-01 | 185.59730471649100 |
| 2018-01-01 | 185.97381472056100 |
| 2018-02-01 | 186.83457579123100 |
| 2018-03-01 | 187.67926354700600 |
| 2018-04-01 | 188.41683095718201 |
| 2018-05-01 | 189.22297223043000 |
| 2018-06-01 | 189.30506599699902 |
| 2018-07-01 | 190.10361956580200 |
| 2018-08-01 | 190.72368538689602 |
| 2018-09-01 | 191.38366616238900 |
| 2018-10-01 | 190.78523252422600 |
| 2018-11-01 | 190.94969562497002 |
| 2018-12-01 | 191.81977893118100 |
| 2019-01-01 | 190.78412000693600 |
| 2019-02-01 | 190.59863549112598 |
| 2019-03-01 | 191.51478313329300 |
| 2019-04-01 | 191.88700620011397 |
| 2019-05-01 | 191.92687328242098 |
| 2019-06-01 | 193.02420185598400 |
| 2019-07-01 | 193.46616087273898 |
| 2019-08-01 | 194.49348717149700 |
| 2019-09-01 | 193.81578562231800 |
| 2019-10-01 | 193.70546559110700 |
| 2019-11-01 | 196.21032530267600 |
| 2019-12-01 | 196.46005491562198 |
| 2020-01-01 | 196.73220793841300 |
| 2020-02-01 | 197.13752447855302 |
| 2020-03-01 | 195.58614984765400 |
| 2020-04-01 | 177.40402876187100 |
| 2020-05-01 | 179.14745515256000 |
| 2020-06-01 | 180.68081694322700 |
| 2020-07-01 | 180.62726882709498 |
| 2020-08-01 | 180.73000861751400 |
| 2020-09-01 | 179.72221021920300 |
| 2020-10-01 | 183.00367526207100 |
| 2020-11-01 | 183.73328232463800 |
| 2020-12-01 | 184.73969905150600 |
| 2021-01-01 | 186.38230396864600 |
| 2021-02-01 | 186.89348477111900 |
| 2021-03-01 | 188.15635880870200 |
| 2021-04-01 | 189.64475273922100 |
| 2021-05-01 | 190.39395645964802 |
| 2021-06-01 | 189.23953404632599 |
| 2021-07-01 | 190.64639133756200 |
| 2021-08-01 | 191.06597669931400 |
| 2021-09-01 | 191.11085775195500 |
| 2021-10-01 | 194.12973392780800 |
| 2021-11-01 | 196.28741163503102 |
| 2021-12-01 | 194.81679580029900 |
| 2022-01-01 | 196.38574254214802 |
| 2022-02-01 | 197.31932955636800 |
| 2022-03-01 | 197.62262637998300 |
| 2022-04-01 | 196.61281900170601 |
| 2022-05-01 | 195.98386569820600 |
| 2022-06-01 | 196.34336736258300 |
| 2022-07-01 | 195.10662986533500 |
| 2022-08-01 | 195.24770012171100 |
| 2022-09-01 | 194.71799100855400 |
| 2022-10-01 | 194.27841049106500 |
| 2022-11-01 | 193.38028580318502 |
| 2022-12-01 | 192.84176428370998 |
| 2023-01-01 | 190.51549330478800 |
| 2023-02-01 | 190.49167335489898 |
| 2023-03-01 | 189.71430033066700 |
| 2023-04-01 | 190.30185824978400 |
| 2023-05-01 | 189.08453318885898 |
| 2023-06-01 | 188.82335305638802 |
| 2023-07-01 | 189.45842618346802 |
| 2023-08-01 | 189.28220564176100 |
| 2023-09-01 | 188.93026991548500 |
| 2023-10-01 | 189.03016478340197 |
| 2023-11-01 | 188.97936913847500 |
| 2023-12-01 | 189.72219526601000 |
| 2024-01-01 | 190.73459842393600 |
| 2024-02-01 | 189.91700914437900 |
| 2024-03-01 | 189.89915751823102 |
| 2024-04-01 | 189.46043167888900 |
| 2024-05-01 | 190.32741743609400 |
| 2024-06-01 | 189.87952762388900 |
| 2024-07-01 | 189.71804509140000 |
| 2024-08-01 | 189.64534745227797 |
| 2024-09-01 | 189.39723598070000 |
| 2024-10-01 | 188.03124192156602 |
