Table Data - All Employees: Professional and Business Services in Oakland-Hayward-Berkeley, CA (MD)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 5:41 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 | 107.04258053664199 |
| 1990-02-01 | 107.31069015107000 |
| 1990-03-01 | 107.96430647617500 |
| 1990-04-01 | 107.27890629054001 |
| 1990-05-01 | 108.23405552665600 |
| 1990-06-01 | 109.52029478573200 |
| 1990-07-01 | 110.40562670203300 |
| 1990-08-01 | 110.39884083040300 |
| 1990-09-01 | 110.27560109733000 |
| 1990-10-01 | 112.45694000891599 |
| 1990-11-01 | 112.69251891228001 |
| 1990-12-01 | 113.41941274348600 |
| 1991-01-01 | 112.31569964284500 |
| 1991-02-01 | 113.02380156081900 |
| 1991-03-01 | 112.75190996415900 |
| 1991-04-01 | 114.76109650985400 |
| 1991-05-01 | 115.52873344706700 |
| 1991-06-01 | 115.75830552350800 |
| 1991-07-01 | 115.33617512371299 |
| 1991-08-01 | 115.25918167878500 |
| 1991-09-01 | 114.80094179797100 |
| 1991-10-01 | 114.17336296096501 |
| 1991-11-01 | 114.56685371386601 |
| 1991-12-01 | 114.68899423722500 |
| 1992-01-01 | 115.00462915422399 |
| 1992-02-01 | 114.62165335668600 |
| 1992-03-01 | 114.40808707245300 |
| 1992-04-01 | 115.34497408341500 |
| 1992-05-01 | 115.25783847287902 |
| 1992-06-01 | 114.62384167585300 |
| 1992-07-01 | 115.29764810421499 |
| 1992-08-01 | 115.30692043256599 |
| 1992-09-01 | 116.12230379107099 |
| 1992-10-01 | 116.39184242424400 |
| 1992-11-01 | 116.52003539229000 |
| 1992-12-01 | 116.09041823361000 |
| 1993-01-01 | 117.87138592299000 |
| 1993-02-01 | 117.92918789455800 |
| 1993-03-01 | 117.96323015209200 |
| 1993-04-01 | 118.26666896082800 |
| 1993-05-01 | 118.69602114435601 |
| 1993-06-01 | 118.88755515806200 |
| 1993-07-01 | 119.82470667355601 |
| 1993-08-01 | 121.50046116447700 |
| 1993-09-01 | 121.44472832584700 |
| 1993-10-01 | 123.14815291218900 |
| 1993-11-01 | 123.52514921933600 |
| 1993-12-01 | 124.48367236296600 |
| 1994-01-01 | 121.38716901488701 |
| 1994-02-01 | 122.20282011463101 |
| 1994-03-01 | 122.85827971197700 |
| 1994-04-01 | 122.28305453549500 |
| 1994-05-01 | 123.02794991774900 |
| 1994-06-01 | 123.52062848902901 |
| 1994-07-01 | 123.21782011671200 |
| 1994-08-01 | 122.63382308615299 |
| 1994-09-01 | 123.43260430320700 |
| 1994-10-01 | 122.65909086332000 |
| 1994-11-01 | 123.57235469759700 |
| 1994-12-01 | 124.06001339349899 |
| 1995-01-01 | 124.25524033058599 |
| 1995-02-01 | 125.32389391191400 |
| 1995-03-01 | 126.24337485515801 |
| 1995-04-01 | 125.44437568022900 |
| 1995-05-01 | 127.29840640309700 |
| 1995-06-01 | 128.52055359832700 |
| 1995-07-01 | 129.57694183097200 |
| 1995-08-01 | 130.43662799181400 |
| 1995-09-01 | 131.46104776009400 |
| 1995-10-01 | 128.66829755752700 |
| 1995-11-01 | 129.09230720487700 |
| 1995-12-01 | 128.93754358827300 |
| 1996-01-01 | 130.59024374899800 |
| 1996-02-01 | 129.15376785626600 |
| 1996-03-01 | 128.87475260208500 |
| 1996-04-01 | 126.44579402400400 |
| 1996-05-01 | 128.15890619804702 |
| 1996-06-01 | 129.36505493178700 |
| 1996-07-01 | 133.90056289057300 |
| 1996-08-01 | 135.09861323467400 |
| 1996-09-01 | 136.07819494190000 |
| 1996-10-01 | 137.48864744420900 |
| 1996-11-01 | 138.64817660407700 |
| 1996-12-01 | 140.17591558491200 |
| 1997-01-01 | 140.97017339779302 |
| 1997-02-01 | 141.49843315112200 |
| 1997-03-01 | 142.85648127746100 |
| 1997-04-01 | 144.70659584941900 |
| 1997-05-01 | 146.76749924029400 |
| 1997-06-01 | 147.31335367418600 |
| 1997-07-01 | 150.61812031264700 |
| 1997-08-01 | 150.07985401735700 |
| 1997-09-01 | 151.17129363189198 |
| 1997-10-01 | 150.13660180482400 |
| 1997-11-01 | 149.99039665732800 |
| 1997-12-01 | 150.33973881568002 |
| 1998-01-01 | 152.38992172376200 |
| 1998-02-01 | 154.11749118616200 |
| 1998-03-01 | 154.86423893460800 |
| 1998-04-01 | 155.79596644156000 |
| 1998-05-01 | 155.99372161798700 |
| 1998-06-01 | 156.77084343599800 |
| 1998-07-01 | 156.08898995495800 |
| 1998-08-01 | 157.32579132075702 |
| 1998-09-01 | 157.53410109144400 |
| 1998-10-01 | 157.88240352438800 |
| 1998-11-01 | 159.43040126323600 |
| 1998-12-01 | 159.63988560145900 |
| 1999-01-01 | 159.18297909682600 |
| 1999-02-01 | 159.87291678447500 |
| 1999-03-01 | 160.59541685205100 |
| 1999-04-01 | 162.48078030869300 |
| 1999-05-01 | 163.14450899162100 |
| 1999-06-01 | 163.10340187065800 |
| 1999-07-01 | 164.39366123490998 |
| 1999-08-01 | 164.16678677001000 |
| 1999-09-01 | 164.38830878569700 |
| 1999-10-01 | 166.79162588783600 |
| 1999-11-01 | 167.30345491823600 |
| 1999-12-01 | 168.43523607973400 |
| 2000-01-01 | 169.60666918463698 |
| 2000-02-01 | 170.12632259215700 |
| 2000-03-01 | 171.16525578019600 |
| 2000-04-01 | 173.25692522594397 |
| 2000-05-01 | 172.61832483249400 |
| 2000-06-01 | 173.21760810540798 |
| 2000-07-01 | 174.55733014743697 |
| 2000-08-01 | 174.88838007534600 |
| 2000-09-01 | 176.04946056871800 |
| 2000-10-01 | 175.91880846894298 |
| 2000-11-01 | 176.36254659922900 |
| 2000-12-01 | 175.36737985185200 |
| 2001-01-01 | 168.54067422081900 |
| 2001-02-01 | 167.33522333743300 |
| 2001-03-01 | 166.72920824509900 |
| 2001-04-01 | 163.30197756472100 |
| 2001-05-01 | 163.56638973316700 |
| 2001-06-01 | 163.20587763934800 |
| 2001-07-01 | 161.17546948567000 |
| 2001-08-01 | 160.13021690290398 |
| 2001-09-01 | 158.90710800377500 |
| 2001-10-01 | 158.53590112814400 |
| 2001-11-01 | 156.97815429824800 |
| 2001-12-01 | 157.00700783694600 |
| 2002-01-01 | 156.82573478523500 |
| 2002-02-01 | 156.30904214809800 |
| 2002-03-01 | 156.40520522672100 |
| 2002-04-01 | 153.96089698816098 |
| 2002-05-01 | 153.92599586871800 |
| 2002-06-01 | 153.06528726363900 |
| 2002-07-01 | 151.60403315396300 |
| 2002-08-01 | 151.72831375153900 |
| 2002-09-01 | 151.30117253816600 |
| 2002-10-01 | 149.97659120423100 |
| 2002-11-01 | 149.64844189990100 |
| 2002-12-01 | 149.44316790432399 |
| 2003-01-01 | 148.25972262978300 |
| 2003-02-01 | 148.03844499360800 |
| 2003-03-01 | 148.39254745646699 |
| 2003-04-01 | 147.73846861129300 |
| 2003-05-01 | 147.37522858708300 |
| 2003-06-01 | 147.79300803813100 |
| 2003-07-01 | 149.31347729427200 |
| 2003-08-01 | 149.52147685457700 |
| 2003-09-01 | 149.07583605502398 |
| 2003-10-01 | 149.52254500550200 |
| 2003-11-01 | 149.90785905475300 |
| 2003-12-01 | 149.84451055080900 |
| 2004-01-01 | 150.48218442251200 |
| 2004-02-01 | 150.85267687478301 |
| 2004-03-01 | 151.03497659864001 |
| 2004-04-01 | 152.41522970958200 |
| 2004-05-01 | 153.04479477127300 |
| 2004-06-01 | 152.98399107220300 |
| 2004-07-01 | 151.77559630266100 |
| 2004-08-01 | 151.64971641591400 |
| 2004-09-01 | 152.00981710482600 |
| 2004-10-01 | 153.09188528284500 |
| 2004-11-01 | 153.10427658628998 |
| 2004-12-01 | 153.42357690827600 |
| 2005-01-01 | 154.52639899252898 |
| 2005-02-01 | 154.84050683877200 |
| 2005-03-01 | 154.68702056995198 |
| 2005-04-01 | 154.81241386770700 |
| 2005-05-01 | 154.63178143451800 |
| 2005-06-01 | 154.15867639923000 |
| 2005-07-01 | 154.82752846510800 |
| 2005-08-01 | 155.56637921793302 |
| 2005-09-01 | 156.76144802805900 |
| 2005-10-01 | 156.89240799217700 |
| 2005-11-01 | 157.84048843914601 |
| 2005-12-01 | 158.48385422135300 |
| 2006-01-01 | 158.31754346914300 |
| 2006-02-01 | 159.12279826413900 |
| 2006-03-01 | 159.90550640221500 |
| 2006-04-01 | 159.61509167713800 |
| 2006-05-01 | 161.15416307364600 |
| 2006-06-01 | 162.12713826182699 |
| 2006-07-01 | 162.58246025041200 |
| 2006-08-01 | 162.22191050250999 |
| 2006-09-01 | 161.59260038983498 |
| 2006-10-01 | 160.88597078553400 |
| 2006-11-01 | 160.74570421879800 |
| 2006-12-01 | 160.99395186651400 |
| 2007-01-01 | 160.66222399894000 |
| 2007-02-01 | 161.60272707360700 |
| 2007-03-01 | 162.19642288555700 |
| 2007-04-01 | 160.98302758423800 |
| 2007-05-01 | 162.00715413931500 |
| 2007-06-01 | 161.80248304176598 |
| 2007-07-01 | 162.52281347188500 |
| 2007-08-01 | 162.52999717859700 |
| 2007-09-01 | 162.50059607478500 |
| 2007-10-01 | 170.71907835911400 |
| 2007-11-01 | 170.89693734715800 |
| 2007-12-01 | 171.05867535444700 |
| 2008-01-01 | 171.55872019321100 |
| 2008-02-01 | 171.45479870999202 |
| 2008-03-01 | 170.68792573103900 |
| 2008-04-01 | 170.45072470763000 |
| 2008-05-01 | 169.94099711207800 |
| 2008-06-01 | 170.09737602298202 |
| 2008-07-01 | 170.04968543089900 |
| 2008-08-01 | 169.71623726434300 |
| 2008-09-01 | 169.13085079530300 |
| 2008-10-01 | 168.11853044049800 |
| 2008-11-01 | 167.01248810286100 |
| 2008-12-01 | 166.51634352217698 |
| 2009-01-01 | 164.46708494923500 |
| 2009-02-01 | 162.30895669081102 |
| 2009-03-01 | 160.37006391190300 |
| 2009-04-01 | 157.70664515846002 |
| 2009-05-01 | 157.10555264929300 |
| 2009-06-01 | 156.93727374958400 |
| 2009-07-01 | 155.72058876658198 |
| 2009-08-01 | 155.39423268999400 |
| 2009-09-01 | 154.40338941591800 |
| 2009-10-01 | 155.26607030494000 |
| 2009-11-01 | 155.11962941062600 |
| 2009-12-01 | 155.59869222651400 |
| 2010-01-01 | 153.31000071212500 |
| 2010-02-01 | 153.95806215746300 |
| 2010-03-01 | 154.35868323429500 |
| 2010-04-01 | 155.13222843847402 |
| 2010-05-01 | 155.42794037282300 |
| 2010-06-01 | 156.03434700392500 |
| 2010-07-01 | 155.75550931985100 |
| 2010-08-01 | 155.97847766878002 |
| 2010-09-01 | 156.97707486045200 |
| 2010-10-01 | 156.48236587085302 |
| 2010-11-01 | 157.39512695008400 |
| 2010-12-01 | 156.98583805999800 |
| 2011-01-01 | 156.98699353999400 |
| 2011-02-01 | 157.52674449403900 |
| 2011-03-01 | 158.71714975558100 |
| 2011-04-01 | 159.29276278379300 |
| 2011-05-01 | 159.71991305279500 |
| 2011-06-01 | 159.78747924015200 |
| 2011-07-01 | 160.54021328575100 |
| 2011-08-01 | 160.86869240225600 |
| 2011-09-01 | 161.36977464928700 |
| 2011-10-01 | 161.69243997454600 |
| 2011-11-01 | 161.53167425212900 |
| 2011-12-01 | 162.65312385709100 |
| 2012-01-01 | 163.83487475794100 |
| 2012-02-01 | 164.30467177737400 |
| 2012-03-01 | 164.75706002792802 |
| 2012-04-01 | 166.18829754321100 |
| 2012-05-01 | 167.05485681258200 |
| 2012-06-01 | 167.31837043305200 |
| 2012-07-01 | 167.55472237678498 |
| 2012-08-01 | 168.18306528076500 |
| 2012-09-01 | 169.50866733939300 |
| 2012-10-01 | 170.79857972184600 |
| 2012-11-01 | 171.56122912232402 |
| 2012-12-01 | 171.83823278572300 |
| 2013-01-01 | 172.52082213459900 |
| 2013-02-01 | 172.41464997459100 |
| 2013-03-01 | 172.22384371192100 |
| 2013-04-01 | 171.98712330268000 |
| 2013-05-01 | 171.99043008536202 |
| 2013-06-01 | 171.36158642786400 |
| 2013-07-01 | 172.02337364764300 |
| 2013-08-01 | 172.57277395063400 |
| 2013-09-01 | 172.41305615793400 |
| 2013-10-01 | 172.65770216167599 |
| 2013-11-01 | 172.63277850825100 |
| 2013-12-01 | 173.27626343445000 |
| 2014-01-01 | 173.69172069903900 |
| 2014-02-01 | 174.58191690501500 |
| 2014-03-01 | 175.13861110175300 |
| 2014-04-01 | 175.25283611047902 |
| 2014-05-01 | 177.10484220669997 |
| 2014-06-01 | 176.50324392883599 |
| 2014-07-01 | 174.06153956595100 |
| 2014-08-01 | 175.27185553644400 |
| 2014-09-01 | 175.16588806064800 |
| 2014-10-01 | 174.00694567476300 |
| 2014-11-01 | 174.71501418914102 |
| 2014-12-01 | 174.78467250080000 |
| 2015-01-01 | 176.30026572746000 |
| 2015-02-01 | 176.74686187006500 |
| 2015-03-01 | 177.02712907041100 |
| 2015-04-01 | 177.95664703352600 |
| 2015-05-01 | 177.08738060563800 |
| 2015-06-01 | 176.76933923365400 |
| 2015-07-01 | 176.99179328313700 |
| 2015-08-01 | 177.36603063797200 |
| 2015-09-01 | 177.07686306124400 |
| 2015-10-01 | 178.00920069520200 |
| 2015-11-01 | 178.50408898885502 |
| 2015-12-01 | 179.29494601023700 |
| 2016-01-01 | 178.98106641855000 |
| 2016-02-01 | 178.92761336367900 |
| 2016-03-01 | 178.24048177764700 |
| 2016-04-01 | 180.70332526662602 |
| 2016-05-01 | 180.11346272608200 |
| 2016-06-01 | 180.30878217791000 |
| 2016-07-01 | 181.74186830590300 |
| 2016-08-01 | 182.10538797601300 |
| 2016-09-01 | 182.70681581467800 |
| 2016-10-01 | 182.87943569763900 |
| 2016-11-01 | 183.57017329454100 |
| 2016-12-01 | 182.38746661454100 |
| 2017-01-01 | 182.63937710634800 |
| 2017-02-01 | 183.20749548173500 |
| 2017-03-01 | 184.23296567553100 |
| 2017-04-01 | 183.38435492671002 |
| 2017-05-01 | 183.54663579110100 |
| 2017-06-01 | 184.79808939586601 |
| 2017-07-01 | 184.87087133540000 |
| 2017-08-01 | 184.96747718918800 |
| 2017-09-01 | 185.58877570709703 |
| 2017-10-01 | 185.67514307101600 |
| 2017-11-01 | 184.94122066707297 |
| 2017-12-01 | 185.59006771919800 |
| 2018-01-01 | 185.96577491669800 |
| 2018-02-01 | 186.82712990717000 |
| 2018-03-01 | 187.68763427679002 |
| 2018-04-01 | 188.40991037246300 |
| 2018-05-01 | 189.21413557599098 |
| 2018-06-01 | 189.32359140832298 |
| 2018-07-01 | 190.09663843825100 |
| 2018-08-01 | 190.71580047594700 |
| 2018-09-01 | 191.38658924190300 |
| 2018-10-01 | 190.83243801017798 |
| 2018-11-01 | 190.93201746714902 |
| 2018-12-01 | 191.80737796103801 |
| 2019-01-01 | 190.77143939296397 |
| 2019-02-01 | 190.58469006796500 |
| 2019-03-01 | 191.52362518477200 |
| 2019-04-01 | 191.87565390468100 |
| 2019-05-01 | 191.91439753182900 |
| 2019-06-01 | 193.06780052613700 |
| 2019-07-01 | 193.46019795583900 |
| 2019-08-01 | 194.48746582597198 |
| 2019-09-01 | 193.83030592689300 |
| 2019-10-01 | 193.75249967570100 |
| 2019-11-01 | 196.18032969241400 |
| 2019-12-01 | 196.43633689741900 |
| 2020-01-01 | 196.71221293601798 |
| 2020-02-01 | 197.11162384951697 |
| 2020-03-01 | 195.58818487390200 |
| 2020-04-01 | 177.38464688046700 |
| 2020-05-01 | 179.14101421390498 |
| 2020-06-01 | 180.75590829870498 |
| 2020-07-01 | 180.63559897393900 |
| 2020-08-01 | 180.73688514928700 |
| 2020-09-01 | 179.74839339430000 |
| 2020-10-01 | 183.04310137808702 |
| 2020-11-01 | 183.68134819690900 |
| 2020-12-01 | 184.69172788104999 |
| 2021-01-01 | 186.35383773186600 |
| 2021-02-01 | 186.84891973156300 |
| 2021-03-01 | 188.14012652594602 |
| 2021-04-01 | 189.60709169491200 |
| 2021-05-01 | 190.43712653860600 |
| 2021-06-01 | 189.33848312345900 |
| 2021-07-01 | 190.67535986732300 |
| 2021-08-01 | 191.11792931333500 |
| 2021-09-01 | 191.20444667446702 |
| 2021-10-01 | 194.10648673496500 |
| 2021-11-01 | 196.19258527081300 |
| 2021-12-01 | 194.72972119221600 |
| 2022-01-01 | 196.33448018012000 |
| 2022-02-01 | 197.24177973066102 |
| 2022-03-01 | 197.57673489643798 |
| 2022-04-01 | 196.55593281336400 |
| 2022-05-01 | 196.09189062438400 |
| 2022-06-01 | 196.47588424227000 |
| 2022-07-01 | 195.17208539417700 |
| 2022-08-01 | 195.37157441992100 |
| 2022-09-01 | 194.88646841139700 |
| 2022-10-01 | 194.17278828575598 |
| 2022-11-01 | 193.23674554963700 |
| 2022-12-01 | 192.71505363081403 |
| 2023-01-01 | 190.44211014065000 |
| 2023-02-01 | 190.38513547803100 |
| 2023-03-01 | 189.63873290030300 |
| 2023-04-01 | 190.23325340544898 |
| 2023-05-01 | 189.26155698327300 |
| 2023-06-01 | 188.96202449612100 |
| 2023-07-01 | 189.55719902562402 |
| 2023-08-01 | 189.48877585453700 |
| 2023-09-01 | 189.17097940791200 |
| 2023-10-01 | 188.82792673127702 |
| 2023-11-01 | 188.79542186497503 |
| 2023-12-01 | 189.56495925496800 |
| 2024-01-01 | 190.63670700861000 |
| 2024-02-01 | 189.78238429689898 |
| 2024-03-01 | 189.80083476531200 |
| 2024-04-01 | 189.38508794789600 |
| 2024-05-01 | 189.95184146610500 |
