Table Data - All Employees: Professional and Business Services: Employment 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: Employment Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056130001SA |
| 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 | 16.908505221779900 |
| 1990-02-01 | 17.013978145114100 |
| 1990-03-01 | 17.101537632903500 |
| 1990-04-01 | 15.387483639152698 |
| 1990-05-01 | 15.708823998123801 |
| 1990-06-01 | 15.974321020908198 |
| 1990-07-01 | 17.077782856312900 |
| 1990-08-01 | 16.474945213487900 |
| 1990-09-01 | 15.798437273662698 |
| 1990-10-01 | 15.578549209319197 |
| 1990-11-01 | 15.410277264993600 |
| 1990-12-01 | 15.551087645224200 |
| 1991-01-01 | 15.708080566717400 |
| 1991-02-01 | 15.581783281817698 |
| 1991-03-01 | 15.770976714106500 |
| 1991-04-01 | 16.205021423845402 |
| 1991-05-01 | 16.340165221131100 |
| 1991-06-01 | 16.383449266166500 |
| 1991-07-01 | 15.616931327794399 |
| 1991-08-01 | 15.540472458206802 |
| 1991-09-01 | 15.276178491865599 |
| 1991-10-01 | 14.794040211980601 |
| 1991-11-01 | 14.912337579797802 |
| 1991-12-01 | 14.981995867620000 |
| 1992-01-01 | 15.018500845840000 |
| 1992-02-01 | 14.686046539215601 |
| 1992-03-01 | 14.516098431130600 |
| 1992-04-01 | 14.475544740052000 |
| 1992-05-01 | 14.854357358298000 |
| 1992-06-01 | 14.817311213594800 |
| 1992-07-01 | 15.547850846884902 |
| 1992-08-01 | 15.586615218225500 |
| 1992-09-01 | 15.966547278205200 |
| 1992-10-01 | 16.002336841912197 |
| 1992-11-01 | 15.924300129144099 |
| 1992-12-01 | 15.948945619029601 |
| 1993-01-01 | 15.828873394976302 |
| 1993-02-01 | 16.038195222081200 |
| 1993-03-01 | 16.097864699151000 |
| 1993-04-01 | 16.374829172189700 |
| 1993-05-01 | 16.387443817964400 |
| 1993-06-01 | 16.377823677879000 |
| 1993-07-01 | 16.134642608380900 |
| 1993-08-01 | 16.664463885632900 |
| 1993-09-01 | 16.842449597459600 |
| 1993-10-01 | 17.803828446996000 |
| 1993-11-01 | 17.987484528496700 |
| 1993-12-01 | 18.830904130714300 |
| 1994-01-01 | 17.402366673653400 |
| 1994-02-01 | 17.562718239198500 |
| 1994-03-01 | 18.072788896957398 |
| 1994-04-01 | 18.311779169254600 |
| 1994-05-01 | 18.468271727176198 |
| 1994-06-01 | 18.530746042046200 |
| 1994-07-01 | 17.991931428615500 |
| 1994-08-01 | 18.062152346600800 |
| 1994-09-01 | 18.389770653958003 |
| 1994-10-01 | 18.675951290717897 |
| 1994-11-01 | 19.153957306503300 |
| 1994-12-01 | 19.668920408034000 |
| 1995-01-01 | 20.180000705939698 |
| 1995-02-01 | 20.304841665008300 |
| 1995-03-01 | 20.547663470600900 |
| 1995-04-01 | 18.895992488811103 |
| 1995-05-01 | 19.600742569296397 |
| 1995-06-01 | 19.753357778365398 |
| 1995-07-01 | 19.828475207315500 |
| 1995-08-01 | 19.689299727951397 |
| 1995-09-01 | 20.150037541822897 |
| 1995-10-01 | 20.293888274753500 |
| 1995-11-01 | 19.924162412448897 |
| 1995-12-01 | 19.964135128406600 |
| 1996-01-01 | 22.706043907664103 |
| 1996-02-01 | 21.085115189374896 |
| 1996-03-01 | 21.331158646179897 |
| 1996-04-01 | 21.833351065487598 |
| 1996-05-01 | 22.227172356789197 |
| 1996-06-01 | 23.142820269508500 |
| 1996-07-01 | 24.749876391976198 |
| 1996-08-01 | 25.641111339096200 |
| 1996-09-01 | 26.113959604364500 |
| 1996-10-01 | 26.100527811889200 |
| 1996-11-01 | 27.694862141309000 |
| 1996-12-01 | 27.633689576205000 |
| 1997-01-01 | 26.308482817140800 |
| 1997-02-01 | 24.775278658858800 |
| 1997-03-01 | 25.384384141042700 |
| 1997-04-01 | 26.454903732515398 |
| 1997-05-01 | 27.782136318807897 |
| 1997-06-01 | 28.573589138996702 |
| 1997-07-01 | 30.599454538139803 |
| 1997-08-01 | 29.648366939562200 |
| 1997-09-01 | 30.223244041194200 |
| 1997-10-01 | 28.594470055602603 |
| 1997-11-01 | 27.894462571296202 |
| 1997-12-01 | 27.863166344117600 |
| 1998-01-01 | 29.679212128300300 |
| 1998-02-01 | 31.226463691244696 |
| 1998-03-01 | 31.399548177060800 |
| 1998-04-01 | 32.070254225534400 |
| 1998-05-01 | 31.820161058885898 |
| 1998-06-01 | 31.353808178846100 |
| 1998-07-01 | 31.408507905356803 |
| 1998-08-01 | 31.983146403976900 |
| 1998-09-01 | 32.026460428731600 |
| 1998-10-01 | 32.695269261837800 |
| 1998-11-01 | 32.843429703985800 |
| 1998-12-01 | 32.755423740247394 |
| 1999-01-01 | 33.120811040958900 |
| 1999-02-01 | 33.071595336593300 |
| 1999-03-01 | 33.460675186903700 |
| 1999-04-01 | 33.300757869470900 |
| 1999-05-01 | 33.345396766175200 |
| 1999-06-01 | 33.376439468211800 |
| 1999-07-01 | 33.009724803541495 |
| 1999-08-01 | 32.410501526538700 |
| 1999-09-01 | 32.768194498211700 |
| 1999-10-01 | 33.644124807975700 |
| 1999-11-01 | 33.716184474199300 |
| 1999-12-01 | 34.259818673794500 |
| 2000-01-01 | 34.704075240425100 |
| 2000-02-01 | 34.887272565424900 |
| 2000-03-01 | 35.004345320667895 |
| 2000-04-01 | 35.817924245176200 |
| 2000-05-01 | 35.872966957578500 |
| 2000-06-01 | 35.705323844206795 |
| 2000-07-01 | 35.903516943587300 |
| 2000-08-01 | 34.721341136119200 |
| 2000-09-01 | 35.641918421979300 |
| 2000-10-01 | 35.496118643055100 |
| 2000-11-01 | 35.660779675993300 |
| 2000-12-01 | 36.158932983346205 |
| 2001-01-01 | 30.762612271087200 |
| 2001-02-01 | 29.787179173034502 |
| 2001-03-01 | 28.546737522154398 |
| 2001-04-01 | 26.834789997675800 |
| 2001-05-01 | 26.361268973097400 |
| 2001-06-01 | 25.974514000182300 |
| 2001-07-01 | 24.925389510673700 |
| 2001-08-01 | 24.341980275295402 |
| 2001-09-01 | 23.972835718708700 |
| 2001-10-01 | 23.186018892341103 |
| 2001-11-01 | 22.513389439174198 |
| 2001-12-01 | 21.973343812381803 |
| 2002-01-01 | 21.927394347274898 |
| 2002-02-01 | 21.444947881056300 |
| 2002-03-01 | 21.625851496971100 |
| 2002-04-01 | 20.673305315336300 |
| 2002-05-01 | 20.997313422908900 |
| 2002-06-01 | 20.726120008111200 |
| 2002-07-01 | 20.930511645468897 |
| 2002-08-01 | 21.098613230478900 |
| 2002-09-01 | 21.172661958767897 |
| 2002-10-01 | 21.343902917168897 |
| 2002-11-01 | 21.313829786435200 |
| 2002-12-01 | 21.662560545204100 |
| 2003-01-01 | 20.681426152897398 |
| 2003-02-01 | 20.407205101357300 |
| 2003-03-01 | 20.100811822719397 |
| 2003-04-01 | 20.276733664178000 |
| 2003-05-01 | 19.928395899119300 |
| 2003-06-01 | 19.785847811147600 |
| 2003-07-01 | 20.858705095055498 |
| 2003-08-01 | 20.210087963132400 |
| 2003-09-01 | 19.847368105378603 |
| 2003-10-01 | 19.394559903972898 |
| 2003-11-01 | 19.015554333590200 |
| 2003-12-01 | 18.774781998839103 |
| 2004-01-01 | 19.789852179419200 |
| 2004-02-01 | 19.989174737598802 |
| 2004-03-01 | 19.818770274650000 |
| 2004-04-01 | 22.023196648498500 |
| 2004-05-01 | 22.139782333733002 |
| 2004-06-01 | 22.058202356552500 |
| 2004-07-01 | 20.787985915062700 |
| 2004-08-01 | 21.299656984320200 |
| 2004-09-01 | 21.360760421809500 |
| 2004-10-01 | 21.823447771769000 |
| 2004-11-01 | 22.178167503848300 |
| 2004-12-01 | 22.170581529849702 |
| 2005-01-01 | 22.379388630277600 |
| 2005-02-01 | 22.773058444326000 |
| 2005-03-01 | 22.351319863239500 |
| 2005-04-01 | 22.027650431206700 |
| 2005-05-01 | 21.493741886716400 |
| 2005-06-01 | 20.718116103479200 |
| 2005-07-01 | 21.314852965814396 |
| 2005-08-01 | 21.481191781072102 |
| 2005-09-01 | 21.797459240955803 |
| 2005-10-01 | 21.690914634762397 |
| 2005-11-01 | 22.105551244956800 |
| 2005-12-01 | 22.608234659021600 |
| 2006-01-01 | 21.579216458571896 |
| 2006-02-01 | 21.581442383803600 |
| 2006-03-01 | 21.688662039930502 |
| 2006-04-01 | 21.395311926010700 |
| 2006-05-01 | 21.926220143146200 |
| 2006-06-01 | 22.317342012533000 |
| 2006-07-01 | 22.243319753164503 |
| 2006-08-01 | 21.995654582391100 |
| 2006-09-01 | 22.084637287350898 |
| 2006-10-01 | 21.919018589053103 |
| 2006-11-01 | 21.835397033733397 |
| 2006-12-01 | 22.002828342955400 |
| 2007-01-01 | 22.115518311537800 |
| 2007-02-01 | 22.103426412985300 |
| 2007-03-01 | 22.145255907351200 |
| 2007-04-01 | 22.203569851842197 |
| 2007-05-01 | 22.479845946124800 |
| 2007-06-01 | 21.916159450140000 |
| 2007-07-01 | 21.513751010531300 |
| 2007-08-01 | 21.454547952196897 |
| 2007-09-01 | 21.276223562535698 |
| 2007-10-01 | 21.755290923575500 |
| 2007-11-01 | 21.483023479346198 |
| 2007-12-01 | 21.718265267322803 |
| 2008-01-01 | 21.232659056200700 |
| 2008-02-01 | 21.190432578173300 |
| 2008-03-01 | 20.826633708590200 |
| 2008-04-01 | 20.069203025862898 |
| 2008-05-01 | 19.422144822486800 |
| 2008-06-01 | 19.132463467216700 |
| 2008-07-01 | 18.956646951320700 |
| 2008-08-01 | 18.599485124395198 |
| 2008-09-01 | 18.024981302171500 |
| 2008-10-01 | 16.934234746932002 |
| 2008-11-01 | 16.452354632158100 |
| 2008-12-01 | 15.988523248579700 |
| 2009-01-01 | 15.623202640597100 |
| 2009-02-01 | 14.816618031382198 |
| 2009-03-01 | 14.524305791107901 |
| 2009-04-01 | 14.575150586034301 |
| 2009-05-01 | 14.382056922298300 |
| 2009-06-01 | 14.525834343496600 |
| 2009-07-01 | 14.989170518909900 |
| 2009-08-01 | 14.693141304632800 |
| 2009-09-01 | 14.795060089286599 |
| 2009-10-01 | 14.871008851998301 |
| 2009-11-01 | 14.910923429607500 |
| 2009-12-01 | 15.343948709035900 |
| 2010-01-01 | 14.100238838364100 |
| 2010-02-01 | 14.726481361935999 |
| 2010-03-01 | 14.597070462952000 |
| 2010-04-01 | 15.313266540701802 |
| 2010-05-01 | 15.360624682391300 |
| 2010-06-01 | 15.544208940408001 |
| 2010-07-01 | 15.600240066553200 |
| 2010-08-01 | 15.777172319049999 |
| 2010-09-01 | 15.681323892399700 |
| 2010-10-01 | 15.827974152923401 |
| 2010-11-01 | 16.186795694566900 |
| 2010-12-01 | 16.256840777467800 |
| 2011-01-01 | 16.182030275783998 |
| 2011-02-01 | 16.577436524387902 |
| 2011-03-01 | 16.563585845932500 |
| 2011-04-01 | 16.975070924935200 |
| 2011-05-01 | 16.908977933494200 |
| 2011-06-01 | 17.049600370134800 |
| 2011-07-01 | 17.035966966199100 |
| 2011-08-01 | 16.664894424834500 |
| 2011-09-01 | 17.061395953872598 |
| 2011-10-01 | 17.325750374824600 |
| 2011-11-01 | 17.211118518436300 |
| 2011-12-01 | 17.275635532968700 |
| 2012-01-01 | 17.864554213664103 |
| 2012-02-01 | 17.668302308318400 |
| 2012-03-01 | 17.863934757892803 |
| 2012-04-01 | 17.729309406469604 |
| 2012-05-01 | 17.905908081996000 |
| 2012-06-01 | 17.937901751938600 |
| 2012-07-01 | 17.857374326200400 |
| 2012-08-01 | 18.351627617129100 |
| 2012-09-01 | 18.829372709770800 |
| 2012-10-01 | 19.540048615956400 |
| 2012-11-01 | 19.842472238199200 |
| 2012-12-01 | 20.261168238500800 |
| 2013-01-01 | 20.058040728810700 |
| 2013-02-01 | 19.998442743272200 |
| 2013-03-01 | 19.611998774533998 |
| 2013-04-01 | 19.593206846438800 |
| 2013-05-01 | 19.826278223093100 |
| 2013-06-01 | 19.402821355597700 |
| 2013-07-01 | 19.762384796128103 |
| 2013-08-01 | 19.919509944046400 |
| 2013-09-01 | 20.003503380180700 |
| 2013-10-01 | 19.848028458580302 |
| 2013-11-01 | 19.763471529469896 |
| 2013-12-01 | 19.305424802163600 |
| 2014-01-01 | 20.195070489278200 |
| 2014-02-01 | 20.600506498614603 |
| 2014-03-01 | 20.626851910489800 |
| 2014-04-01 | 20.859885780565900 |
| 2014-05-01 | 21.657755881402302 |
| 2014-06-01 | 20.935988905372700 |
| 2014-07-01 | 20.507088821209300 |
| 2014-08-01 | 20.886508274777300 |
| 2014-09-01 | 20.676263895584800 |
| 2014-10-01 | 20.307938921009500 |
| 2014-11-01 | 20.570678824909000 |
| 2014-12-01 | 20.698633864792100 |
| 2015-01-01 | 20.440005317485400 |
| 2015-02-01 | 20.617009241236502 |
| 2015-03-01 | 21.161418031563900 |
| 2015-04-01 | 22.215182214563605 |
| 2015-05-01 | 21.421279445358802 |
| 2015-06-01 | 21.542675463631202 |
| 2015-07-01 | 21.659734649997898 |
| 2015-08-01 | 21.625801363735000 |
| 2015-09-01 | 21.860110161598396 |
| 2015-10-01 | 21.620067545977697 |
| 2015-11-01 | 22.114597998367100 |
| 2015-12-01 | 22.146576215069200 |
| 2016-01-01 | 23.110301695233805 |
| 2016-02-01 | 23.147255019040198 |
| 2016-03-01 | 23.244865409426303 |
| 2016-04-01 | 23.494593311042900 |
| 2016-05-01 | 23.322990438583698 |
| 2016-06-01 | 23.631450816939697 |
| 2016-07-01 | 24.134902445633003 |
| 2016-08-01 | 24.175525894128900 |
| 2016-09-01 | 24.420038539036998 |
| 2016-10-01 | 24.730561864116100 |
| 2016-11-01 | 25.108790395412000 |
| 2016-12-01 | 24.930445436007600 |
| 2017-01-01 | 25.632399374433200 |
| 2017-02-01 | 25.951428390834497 |
| 2017-03-01 | 26.497998059172800 |
| 2017-04-01 | 26.086588494009000 |
| 2017-05-01 | 26.290669327950200 |
| 2017-06-01 | 26.182470915989700 |
| 2017-07-01 | 26.457341924954200 |
| 2017-08-01 | 25.463035716313897 |
| 2017-09-01 | 25.349466095347400 |
| 2017-10-01 | 25.510509387106200 |
| 2017-11-01 | 24.550968830843000 |
| 2017-12-01 | 24.490112399918800 |
| 2018-01-01 | 24.286773028172398 |
| 2018-02-01 | 24.231363247497500 |
| 2018-03-01 | 24.322031874116500 |
| 2018-04-01 | 24.942415660287200 |
| 2018-05-01 | 25.260447078538800 |
| 2018-06-01 | 25.552704102743600 |
| 2018-07-01 | 25.515336013696900 |
| 2018-08-01 | 25.997124382702900 |
| 2018-09-01 | 26.476562589416800 |
| 2018-10-01 | 25.156216534195103 |
| 2018-11-01 | 25.351463011694197 |
| 2018-12-01 | 25.781163621731400 |
| 2019-01-01 | 24.663272382765000 |
| 2019-02-01 | 24.310361237382400 |
| 2019-03-01 | 24.509254435749998 |
| 2019-04-01 | 24.603074051866397 |
| 2019-05-01 | 24.853819018815898 |
| 2019-06-01 | 25.569904552951400 |
| 2019-07-01 | 25.003092835140500 |
| 2019-08-01 | 25.030671910883697 |
| 2019-09-01 | 25.253563313170900 |
| 2019-10-01 | 24.921474557401700 |
| 2019-11-01 | 25.236566416199604 |
| 2019-12-01 | 25.490949764773802 |
| 2020-01-01 | 25.560056670833500 |
| 2020-02-01 | 25.618328167232300 |
| 2020-03-01 | 25.265484351119600 |
| 2020-04-01 | 19.743798927784300 |
| 2020-05-01 | 19.358978562248100 |
| 2020-06-01 | 19.302531179933000 |
| 2020-07-01 | 19.684753309102200 |
| 2020-08-01 | 19.830827279455700 |
| 2020-09-01 | 19.646351133790700 |
| 2020-10-01 | 20.686331919811600 |
| 2020-11-01 | 20.976180788852000 |
| 2020-12-01 | 21.085152737836303 |
| 2021-01-01 | 21.117309714002800 |
| 2021-02-01 | 21.614214259437600 |
| 2021-03-01 | 21.603590880688600 |
| 2021-04-01 | 21.811959216480798 |
| 2021-05-01 | 22.975074969449800 |
| 2021-06-01 | 22.119547044211000 |
| 2021-07-01 | 22.123790033551604 |
| 2021-08-01 | 21.854819613436604 |
| 2021-09-01 | 22.129711580794396 |
| 2021-10-01 | 23.231362352134800 |
| 2021-11-01 | 24.443790066519300 |
| 2021-12-01 | 23.134895702165103 |
| 2022-01-01 | 23.230614413842200 |
| 2022-02-01 | 23.071318773598600 |
| 2022-03-01 | 22.687937042176500 |
| 2022-04-01 | 21.561011761719500 |
| 2022-05-01 | 22.181776474265998 |
| 2022-06-01 | 22.096155061425500 |
| 2022-07-01 | 21.599610058524398 |
| 2022-08-01 | 21.199289025724500 |
| 2022-09-01 | 20.539575279134300 |
| 2022-10-01 | 20.227874587646600 |
| 2022-11-01 | 19.679091490268604 |
| 2022-12-01 | 19.279658191972000 |
| 2023-01-01 | 18.743535658228700 |
| 2023-02-01 | 18.476733651098800 |
| 2023-03-01 | 18.284315681921800 |
| 2023-04-01 | 18.452571935129100 |
| 2023-05-01 | 17.909192827126800 |
| 2023-06-01 | 17.578298005019000 |
| 2023-07-01 | 17.830386707836002 |
| 2023-08-01 | 17.520902625365200 |
| 2023-09-01 | 17.667897473342897 |
| 2023-10-01 | 17.356701245275500 |
| 2023-11-01 | 17.252769973886302 |
| 2023-12-01 | 17.254554132613300 |
| 2024-01-01 | 17.597387139940200 |
| 2024-02-01 | 17.475791737325600 |
| 2024-03-01 | 17.549383837766303 |
| 2024-04-01 | 17.245510014427900 |
| 2024-05-01 | 17.287342157305500 |
