Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056000001SA |
| 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 2025-05-01 |
| Last Updated | 2025-06-25 5:08 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 | 46.256738277574300 |
| 1990-02-01 | 46.272736132520510 |
| 1990-03-01 | 46.164890172027704 |
| 1990-04-01 | 45.324050068981290 |
| 1990-05-01 | 45.978063629212510 |
| 1990-06-01 | 46.523576538504294 |
| 1990-07-01 | 47.978414381429005 |
| 1990-08-01 | 47.242003911110004 |
| 1990-09-01 | 46.829413931453196 |
| 1990-10-01 | 47.119088001878204 |
| 1990-11-01 | 47.306920189904005 |
| 1990-12-01 | 47.466062668184300 |
| 1991-01-01 | 46.663543483162900 |
| 1991-02-01 | 46.874897298540600 |
| 1991-03-01 | 46.837389711467296 |
| 1991-04-01 | 47.248188300619205 |
| 1991-05-01 | 47.830494873005900 |
| 1991-06-01 | 47.644934118257210 |
| 1991-07-01 | 47.008817809259400 |
| 1991-08-01 | 46.808430493290900 |
| 1991-09-01 | 46.529615777704400 |
| 1991-10-01 | 46.007335934581390 |
| 1991-11-01 | 46.122118034701394 |
| 1991-12-01 | 46.249879681231896 |
| 1992-01-01 | 45.972926066541900 |
| 1992-02-01 | 45.652007681289206 |
| 1992-03-01 | 45.605059605471400 |
| 1992-04-01 | 45.426678284374800 |
| 1992-05-01 | 45.714587013865604 |
| 1992-06-01 | 45.322057423406804 |
| 1992-07-01 | 45.553332700722200 |
| 1992-08-01 | 45.437892112689894 |
| 1992-09-01 | 45.804811183702000 |
| 1992-10-01 | 45.727846281370894 |
| 1992-11-01 | 45.814179428414100 |
| 1992-12-01 | 45.484549342941800 |
| 1993-01-01 | 46.734218862354794 |
| 1993-02-01 | 46.989421408102210 |
| 1993-03-01 | 47.133102894526900 |
| 1993-04-01 | 47.832706223084600 |
| 1993-05-01 | 47.773241372977296 |
| 1993-06-01 | 47.966345634259100 |
| 1993-07-01 | 48.858269372898210 |
| 1993-08-01 | 49.419941162274600 |
| 1993-09-01 | 49.682649307554705 |
| 1993-10-01 | 50.618311370197300 |
| 1993-11-01 | 50.698135042839496 |
| 1993-12-01 | 50.783057353542496 |
| 1994-01-01 | 49.905752707178900 |
| 1994-02-01 | 49.940221748992800 |
| 1994-03-01 | 51.045460387972796 |
| 1994-04-01 | 51.281367867589500 |
| 1994-05-01 | 51.486844579877100 |
| 1994-06-01 | 51.512701410169500 |
| 1994-07-01 | 51.058522423936900 |
| 1994-08-01 | 50.680111377353400 |
| 1994-09-01 | 51.283457673238296 |
| 1994-10-01 | 51.094400501126610 |
| 1994-11-01 | 51.600070887108096 |
| 1994-12-01 | 51.832728035600205 |
| 1995-01-01 | 52.927655444258300 |
| 1995-02-01 | 53.176295618090500 |
| 1995-03-01 | 54.085655832498500 |
| 1995-04-01 | 52.190385423858300 |
| 1995-05-01 | 52.937328435728700 |
| 1995-06-01 | 53.394445228802994 |
| 1995-07-01 | 53.871350224869204 |
| 1995-08-01 | 54.125816059271095 |
| 1995-09-01 | 54.859917519708900 |
| 1995-10-01 | 55.267955093376400 |
| 1995-11-01 | 55.169975599109900 |
| 1995-12-01 | 55.025640846904790 |
| 1996-01-01 | 58.161958123737110 |
| 1996-02-01 | 56.243989700577500 |
| 1996-03-01 | 55.883361220967906 |
| 1996-04-01 | 56.003256745786900 |
| 1996-05-01 | 56.543955618222796 |
| 1996-06-01 | 57.438009120557300 |
| 1996-07-01 | 60.918197563277104 |
| 1996-08-01 | 61.934298347601796 |
| 1996-09-01 | 62.680403549517600 |
| 1996-10-01 | 63.494355091970704 |
| 1996-11-01 | 65.376860608153800 |
| 1996-12-01 | 65.207295931386610 |
| 1997-01-01 | 63.682507395631300 |
| 1997-02-01 | 62.662711867192400 |
| 1997-03-01 | 63.683001693089100 |
| 1997-04-01 | 64.462692574522110 |
| 1997-05-01 | 65.390225059190290 |
| 1997-06-01 | 65.815535571328000 |
| 1997-07-01 | 68.213780859831600 |
| 1997-08-01 | 67.161195603078500 |
| 1997-09-01 | 67.817998386836900 |
| 1997-10-01 | 65.749852143184900 |
| 1997-11-01 | 65.182464112790700 |
| 1997-12-01 | 65.276047070539600 |
| 1998-01-01 | 66.234154637941700 |
| 1998-02-01 | 67.509517108684900 |
| 1998-03-01 | 68.285816754394600 |
| 1998-04-01 | 67.204635263571900 |
| 1998-05-01 | 66.751358848245400 |
| 1998-06-01 | 66.652740498519900 |
| 1998-07-01 | 65.965008780080700 |
| 1998-08-01 | 66.305522059947600 |
| 1998-09-01 | 66.350438109627290 |
| 1998-10-01 | 66.439827497697300 |
| 1998-11-01 | 67.299229273422000 |
| 1998-12-01 | 67.212128366735500 |
| 1999-01-01 | 67.241961718527790 |
| 1999-02-01 | 67.005245442480100 |
| 1999-03-01 | 67.616249603101510 |
| 1999-04-01 | 68.112360800304300 |
| 1999-05-01 | 67.777451532983700 |
| 1999-06-01 | 67.672779831115890 |
| 1999-07-01 | 68.474346505275900 |
| 1999-08-01 | 67.785952653978300 |
| 1999-09-01 | 67.938268312068900 |
| 1999-10-01 | 69.123028487729400 |
| 1999-11-01 | 69.188926799869210 |
| 1999-12-01 | 69.790986771098390 |
| 2000-01-01 | 70.356199609004210 |
| 2000-02-01 | 70.216696142201000 |
| 2000-03-01 | 70.298157163973100 |
| 2000-04-01 | 72.076151323112300 |
| 2000-05-01 | 72.114675528440090 |
| 2000-06-01 | 72.039699731561000 |
| 2000-07-01 | 71.536871232833700 |
| 2000-08-01 | 70.450007742888590 |
| 2000-09-01 | 71.542760277293500 |
| 2000-10-01 | 71.169775331955590 |
| 2000-11-01 | 71.397566223009400 |
| 2000-12-01 | 70.088470440723400 |
| 2001-01-01 | 68.100639474545600 |
| 2001-02-01 | 67.131063321361600 |
| 2001-03-01 | 66.293550338273200 |
| 2001-04-01 | 64.066748138306700 |
| 2001-05-01 | 63.862005660605895 |
| 2001-06-01 | 63.210736700333605 |
| 2001-07-01 | 62.083831322693700 |
| 2001-08-01 | 61.269052000609100 |
| 2001-09-01 | 60.653292081342705 |
| 2001-10-01 | 59.818498259072600 |
| 2001-11-01 | 58.899093286877200 |
| 2001-12-01 | 58.785194453484200 |
| 2002-01-01 | 59.019824078549010 |
| 2002-02-01 | 58.330496358903300 |
| 2002-03-01 | 58.663726006996605 |
| 2002-04-01 | 57.197373728925000 |
| 2002-05-01 | 56.989751537059405 |
| 2002-06-01 | 56.498868304131200 |
| 2002-07-01 | 56.144960247535100 |
| 2002-08-01 | 55.930329304096600 |
| 2002-09-01 | 55.944154831358900 |
| 2002-10-01 | 55.540919932900900 |
| 2002-11-01 | 55.209062187999100 |
| 2002-12-01 | 55.103112697882200 |
| 2003-01-01 | 54.866559910478400 |
| 2003-02-01 | 54.559507672184000 |
| 2003-03-01 | 54.394000109203700 |
| 2003-04-01 | 54.438961917288296 |
| 2003-05-01 | 54.240967889601094 |
| 2003-06-01 | 54.535865529933900 |
| 2003-07-01 | 56.488415845200390 |
| 2003-08-01 | 56.072408680909100 |
| 2003-09-01 | 55.924244240318600 |
| 2003-10-01 | 55.990228046247395 |
| 2003-11-01 | 56.408419829904005 |
| 2003-12-01 | 56.192721622016600 |
| 2004-01-01 | 57.058134048878200 |
| 2004-02-01 | 57.598737540917400 |
| 2004-03-01 | 57.127936002018300 |
| 2004-04-01 | 58.909334742565200 |
| 2004-05-01 | 59.270820609945710 |
| 2004-06-01 | 59.069222273613300 |
| 2004-07-01 | 57.958964945192390 |
| 2004-08-01 | 57.964386711170400 |
| 2004-09-01 | 58.072501848066700 |
| 2004-10-01 | 58.959782639416700 |
| 2004-11-01 | 58.830333388189600 |
| 2004-12-01 | 58.905078801611790 |
| 2005-01-01 | 59.278219456071300 |
| 2005-02-01 | 59.782825464137900 |
| 2005-03-01 | 59.456571520914790 |
| 2005-04-01 | 59.474117892337205 |
| 2005-05-01 | 58.951308044443905 |
| 2005-06-01 | 58.200160146005295 |
| 2005-07-01 | 59.107671918753994 |
| 2005-08-01 | 59.479148624520210 |
| 2005-09-01 | 60.004628040503300 |
| 2005-10-01 | 59.603235359608895 |
| 2005-11-01 | 59.987961914820700 |
| 2005-12-01 | 60.664529061240300 |
| 2006-01-01 | 60.615787078856500 |
| 2006-02-01 | 61.043747698304200 |
| 2006-03-01 | 61.456957676259900 |
| 2006-04-01 | 61.281933805638200 |
| 2006-05-01 | 62.422424176412110 |
| 2006-06-01 | 62.863722394244604 |
| 2006-07-01 | 64.011415235506600 |
| 2006-08-01 | 63.217438598026600 |
| 2006-09-01 | 62.749108542025900 |
| 2006-10-01 | 62.368149112281500 |
| 2006-11-01 | 62.544875685226500 |
| 2006-12-01 | 62.830361710458895 |
| 2007-01-01 | 63.113175647750595 |
| 2007-02-01 | 63.132864166255000 |
| 2007-03-01 | 63.293134280841100 |
| 2007-04-01 | 62.940286870810496 |
| 2007-05-01 | 63.361939031742000 |
| 2007-06-01 | 62.979693698515604 |
| 2007-07-01 | 63.226983054645096 |
| 2007-08-01 | 63.334884522844400 |
| 2007-09-01 | 63.395201298014605 |
| 2007-10-01 | 64.234349481606000 |
| 2007-11-01 | 64.432226584264200 |
| 2007-12-01 | 64.396419371644000 |
| 2008-01-01 | 63.773312111544200 |
| 2008-02-01 | 63.531324450989295 |
| 2008-03-01 | 62.870282139829600 |
| 2008-04-01 | 62.222646604536000 |
| 2008-05-01 | 61.348254316236000 |
| 2008-06-01 | 61.283084194465700 |
| 2008-07-01 | 61.193346698585610 |
| 2008-08-01 | 60.332000302880495 |
| 2008-09-01 | 59.744288800883105 |
| 2008-10-01 | 58.724808081897294 |
| 2008-11-01 | 58.111221944869700 |
| 2008-12-01 | 57.015919037896790 |
| 2009-01-01 | 55.982112764685205 |
| 2009-02-01 | 54.211216551778300 |
| 2009-03-01 | 53.401146088661896 |
| 2009-04-01 | 53.073375954242710 |
| 2009-05-01 | 52.496399347327010 |
| 2009-06-01 | 52.941663663535200 |
| 2009-07-01 | 52.765324599685705 |
| 2009-08-01 | 52.771557681119900 |
| 2009-09-01 | 52.502116799133600 |
| 2009-10-01 | 52.488120797914110 |
| 2009-11-01 | 52.238112053700700 |
| 2009-12-01 | 52.628047171511300 |
| 2010-01-01 | 49.079096646779100 |
| 2010-02-01 | 49.318364177676100 |
| 2010-03-01 | 49.528513250385295 |
| 2010-04-01 | 50.413222571685890 |
| 2010-05-01 | 50.362504755176296 |
| 2010-06-01 | 50.577038380090400 |
| 2010-07-01 | 50.451799630511000 |
| 2010-08-01 | 50.519398261988200 |
| 2010-09-01 | 50.781769098385000 |
| 2010-10-01 | 50.724354581129205 |
| 2010-11-01 | 51.170077966317300 |
| 2010-12-01 | 50.893642077968394 |
| 2011-01-01 | 50.614832195568200 |
| 2011-02-01 | 50.727256678749704 |
| 2011-03-01 | 51.798417182880000 |
| 2011-04-01 | 52.210818158380000 |
| 2011-05-01 | 52.299407515201000 |
| 2011-06-01 | 52.397027012315704 |
| 2011-07-01 | 52.334179568964610 |
| 2011-08-01 | 52.310389439236900 |
| 2011-09-01 | 52.621147408875500 |
| 2011-10-01 | 53.268094291185600 |
| 2011-11-01 | 53.072522511315200 |
| 2011-12-01 | 53.199875962044004 |
| 2012-01-01 | 54.288464335265600 |
| 2012-02-01 | 53.925404299531095 |
| 2012-03-01 | 54.309010171658000 |
| 2012-04-01 | 54.473609870458100 |
| 2012-05-01 | 54.735012674674610 |
| 2012-06-01 | 54.562870829286396 |
| 2012-07-01 | 54.682902800744706 |
| 2012-08-01 | 55.268051592202400 |
| 2012-09-01 | 55.964405494552200 |
| 2012-10-01 | 56.916543080669300 |
| 2012-11-01 | 57.554847462832300 |
| 2012-12-01 | 58.165372937260706 |
| 2013-01-01 | 58.260985220965100 |
| 2013-02-01 | 58.197014985194210 |
| 2013-03-01 | 58.150483511375290 |
| 2013-04-01 | 58.005740543139800 |
| 2013-05-01 | 58.109199864360896 |
| 2013-06-01 | 57.354804715774790 |
| 2013-07-01 | 58.380866506465300 |
| 2013-08-01 | 58.679138852830500 |
| 2013-09-01 | 58.588282232886290 |
| 2013-10-01 | 58.244106145713900 |
| 2013-11-01 | 57.999141478286894 |
| 2013-12-01 | 57.421287131757790 |
| 2014-01-01 | 58.340329634400100 |
| 2014-02-01 | 58.977121464293795 |
| 2014-03-01 | 59.192270333958900 |
| 2014-04-01 | 59.537066061960900 |
| 2014-05-01 | 60.776639017354300 |
| 2014-06-01 | 60.052857742414105 |
| 2014-07-01 | 59.405368021620596 |
| 2014-08-01 | 60.041429815802100 |
| 2014-09-01 | 60.162118020867204 |
| 2014-10-01 | 60.024594814648000 |
| 2014-11-01 | 60.210968489234500 |
| 2014-12-01 | 60.656336013101900 |
| 2015-01-01 | 61.141195759113100 |
| 2015-02-01 | 61.320187210918796 |
| 2015-03-01 | 61.814950068051610 |
| 2015-04-01 | 62.925726466024800 |
| 2015-05-01 | 62.084648893914000 |
| 2015-06-01 | 61.755981259035900 |
| 2015-07-01 | 62.031122238215200 |
| 2015-08-01 | 61.970412661055000 |
| 2015-09-01 | 61.965392351776200 |
| 2015-10-01 | 62.461115187180994 |
| 2015-11-01 | 62.932953096547394 |
| 2015-12-01 | 63.278716620422790 |
| 2016-01-01 | 63.371029417699496 |
| 2016-02-01 | 63.392104305056000 |
| 2016-03-01 | 63.356596972811204 |
| 2016-04-01 | 64.564107118299100 |
| 2016-05-01 | 63.927736922925504 |
| 2016-06-01 | 64.543709734483300 |
| 2016-07-01 | 64.782846046785200 |
| 2016-08-01 | 65.087316722709290 |
| 2016-09-01 | 65.246239640295900 |
| 2016-10-01 | 65.407173881016200 |
| 2016-11-01 | 65.904033687391700 |
| 2016-12-01 | 65.654133323369210 |
| 2017-01-01 | 66.089580247201200 |
| 2017-02-01 | 66.491486720241200 |
| 2017-03-01 | 67.890470706637600 |
| 2017-04-01 | 66.442895243661500 |
| 2017-05-01 | 66.491632283846700 |
| 2017-06-01 | 66.636813707280910 |
| 2017-07-01 | 67.094900036872300 |
| 2017-08-01 | 66.667217604392700 |
| 2017-09-01 | 66.684690727049700 |
| 2017-10-01 | 66.986293294620890 |
| 2017-11-01 | 65.462301614047600 |
| 2017-12-01 | 65.596108539151600 |
| 2018-01-01 | 65.662489749134400 |
| 2018-02-01 | 65.801987036109400 |
| 2018-03-01 | 66.461962313640600 |
| 2018-04-01 | 66.412191991044100 |
| 2018-05-01 | 67.056387981863400 |
| 2018-06-01 | 66.711649664698300 |
| 2018-07-01 | 66.642834636320900 |
| 2018-08-01 | 67.209921019722900 |
| 2018-09-01 | 67.485645155565010 |
| 2018-10-01 | 67.018778572622100 |
| 2018-11-01 | 67.133737334042700 |
| 2018-12-01 | 67.803331523479300 |
| 2019-01-01 | 66.103139375758700 |
| 2019-02-01 | 65.294290945251400 |
| 2019-03-01 | 66.233569815816410 |
| 2019-04-01 | 66.462722012881700 |
| 2019-05-01 | 66.287560656580500 |
| 2019-06-01 | 67.098323681744800 |
| 2019-07-01 | 66.830882670114400 |
| 2019-08-01 | 67.482925822369400 |
| 2019-09-01 | 67.464721728370890 |
| 2019-10-01 | 67.620548972617000 |
| 2019-11-01 | 68.554092747902200 |
| 2019-12-01 | 69.008513925748200 |
| 2020-01-01 | 69.091043748318800 |
| 2020-02-01 | 69.037448385608600 |
| 2020-03-01 | 68.412116293071010 |
| 2020-04-01 | 56.807135652556200 |
| 2020-05-01 | 57.600701704353200 |
| 2020-06-01 | 58.704008532899890 |
| 2020-07-01 | 59.399546633444610 |
| 2020-08-01 | 59.416163480998605 |
| 2020-09-01 | 58.893225916549504 |
| 2020-10-01 | 60.944163812060790 |
| 2020-11-01 | 61.242311430799106 |
| 2020-12-01 | 61.670841347891290 |
| 2021-01-01 | 62.467487821513004 |
| 2021-02-01 | 62.845200178653300 |
| 2021-03-01 | 63.360804831283500 |
| 2021-04-01 | 63.897160190863400 |
| 2021-05-01 | 64.285347697535400 |
| 2021-06-01 | 63.633503630386900 |
| 2021-07-01 | 64.114209972112700 |
| 2021-08-01 | 64.303051115557100 |
| 2021-09-01 | 64.083980759428900 |
| 2021-10-01 | 65.994064110966000 |
| 2021-11-01 | 67.570800759960200 |
| 2021-12-01 | 66.177682634231500 |
| 2022-01-01 | 66.409618775829600 |
| 2022-02-01 | 66.630112556314500 |
| 2022-03-01 | 66.494916796718000 |
| 2022-04-01 | 65.872580795006300 |
| 2022-05-01 | 65.776991578556500 |
| 2022-06-01 | 65.823179070911400 |
| 2022-07-01 | 64.790721397411600 |
| 2022-08-01 | 64.793510454458800 |
| 2022-09-01 | 64.097284475094500 |
| 2022-10-01 | 64.077431703305300 |
| 2022-11-01 | 63.053376559445105 |
| 2022-12-01 | 62.854373938073394 |
| 2023-01-01 | 62.073938579098500 |
| 2023-02-01 | 62.360473493433600 |
| 2023-03-01 | 62.179605516273796 |
| 2023-04-01 | 63.098902904505200 |
| 2023-05-01 | 62.394659405614900 |
| 2023-06-01 | 62.259651907775705 |
| 2023-07-01 | 62.774502659740804 |
| 2023-08-01 | 62.755802861852700 |
| 2023-09-01 | 62.991686293803700 |
| 2023-10-01 | 62.188247100564396 |
| 2023-11-01 | 62.474731325952995 |
| 2023-12-01 | 62.400592667089995 |
| 2024-01-01 | 63.121212362125400 |
| 2024-02-01 | 62.780315827179610 |
| 2024-03-01 | 62.640863323795500 |
| 2024-04-01 | 63.048777037134400 |
| 2024-05-01 | 62.929424378172996 |
| 2024-06-01 | 62.538622689873506 |
| 2024-07-01 | 63.060965303106700 |
| 2024-08-01 | 62.997981568793110 |
| 2024-09-01 | 62.526791678760990 |
| 2024-10-01 | 61.804733143201200 |
| 2024-11-01 | 63.149688749857700 |
| 2024-12-01 | 63.542488573563300 |
| 2025-01-01 | 63.362143044987405 |
| 2025-02-01 | 62.803030479853300 |
| 2025-03-01 | 62.929113666397804 |
| 2025-04-01 | 62.313293588908500 |
| 2025-05-01 | 62.078470963208890 |