Table Data - All Employees: Education and Health Services: Private Educational Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846561000001SA |
| 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 2024-08-01 |
| Last Updated | 2024-09-21 6:01 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 | 11.686461186024400 |
| 1990-02-01 | 12.067151022099700 |
| 1990-03-01 | 11.614391850815599 |
| 1990-04-01 | 12.109152290886300 |
| 1990-05-01 | 11.109890908524802 |
| 1990-06-01 | 12.752527373634400 |
| 1990-07-01 | 12.133894556377900 |
| 1990-08-01 | 12.949313115394098 |
| 1990-09-01 | 12.287955390247000 |
| 1990-10-01 | 12.192839014445200 |
| 1990-11-01 | 13.403211234013200 |
| 1990-12-01 | 12.315212383818200 |
| 1991-01-01 | 11.882132419181800 |
| 1991-02-01 | 11.667792163382401 |
| 1991-03-01 | 11.889807468315402 |
| 1991-04-01 | 10.894883150901501 |
| 1991-05-01 | 11.397029229787900 |
| 1991-06-01 | 11.343723378232601 |
| 1991-07-01 | 11.535860980227900 |
| 1991-08-01 | 11.308443710848300 |
| 1991-09-01 | 11.385586936665600 |
| 1991-10-01 | 11.598132819395900 |
| 1991-11-01 | 11.699327088004600 |
| 1991-12-01 | 10.741412605163600 |
| 1992-01-01 | 11.976790631286399 |
| 1992-02-01 | 11.758420663201498 |
| 1992-03-01 | 11.641211471803999 |
| 1992-04-01 | 11.778668526667000 |
| 1992-05-01 | 11.771293024378000 |
| 1992-06-01 | 11.545049056781500 |
| 1992-07-01 | 11.837079362366099 |
| 1992-08-01 | 12.210898017083800 |
| 1992-09-01 | 12.365952986115401 |
| 1992-10-01 | 12.197614619912400 |
| 1992-11-01 | 11.989349365958299 |
| 1992-12-01 | 12.379570279758802 |
| 1993-01-01 | 12.174662024514001 |
| 1993-02-01 | 12.243543968642500 |
| 1993-03-01 | 12.295103883469300 |
| 1993-04-01 | 12.663543561599800 |
| 1993-05-01 | 12.619214986640198 |
| 1993-06-01 | 12.950751758122900 |
| 1993-07-01 | 12.857063337718301 |
| 1993-08-01 | 12.515907337645400 |
| 1993-09-01 | 12.325860117584698 |
| 1993-10-01 | 12.502467197106200 |
| 1993-11-01 | 12.285429735367000 |
| 1993-12-01 | 12.200154440253199 |
| 1994-01-01 | 12.885870993433300 |
| 1994-02-01 | 12.625524843038900 |
| 1994-03-01 | 12.866935067144999 |
| 1994-04-01 | 12.668431189523199 |
| 1994-05-01 | 12.558248806567800 |
| 1994-06-01 | 11.849798902929900 |
| 1994-07-01 | 12.355776050020400 |
| 1994-08-01 | 12.208043251716600 |
| 1994-09-01 | 12.709164294498100 |
| 1994-10-01 | 12.687045651805802 |
| 1994-11-01 | 13.080386857997000 |
| 1994-12-01 | 13.038647552989800 |
| 1995-01-01 | 12.877232440472000 |
| 1995-02-01 | 13.215996229819900 |
| 1995-03-01 | 12.964500427940099 |
| 1995-04-01 | 12.781348646820400 |
| 1995-05-01 | 12.886909941754300 |
| 1995-06-01 | 13.956589563267400 |
| 1995-07-01 | 12.873595819560800 |
| 1995-08-01 | 13.059693827619100 |
| 1995-09-01 | 12.995637566622902 |
| 1995-10-01 | 12.851636038135100 |
| 1995-11-01 | 13.080531098100500 |
| 1995-12-01 | 12.958850021705501 |
| 1996-01-01 | 12.458547459502500 |
| 1996-02-01 | 12.414255478153901 |
| 1996-03-01 | 12.584837631467900 |
| 1996-04-01 | 12.626864639886902 |
| 1996-05-01 | 12.545771538255000 |
| 1996-06-01 | 12.483615200881900 |
| 1996-07-01 | 12.263014442526400 |
| 1996-08-01 | 11.949413841134800 |
| 1996-09-01 | 11.884701427466500 |
| 1996-10-01 | 10.976910635424199 |
| 1996-11-01 | 11.403337391937500 |
| 1996-12-01 | 11.414269005548402 |
| 1997-01-01 | 12.904515300459400 |
| 1997-02-01 | 12.947695648675099 |
| 1997-03-01 | 12.813621270836501 |
| 1997-04-01 | 12.368697573891001 |
| 1997-05-01 | 12.934695658283598 |
| 1997-06-01 | 12.722001623968000 |
| 1997-07-01 | 13.345978096780900 |
| 1997-08-01 | 13.077114630555501 |
| 1997-09-01 | 13.127983238943601 |
| 1997-10-01 | 14.699846147016899 |
| 1997-11-01 | 13.992966742576302 |
| 1997-12-01 | 13.597203963856900 |
| 1998-01-01 | 13.627962916346400 |
| 1998-02-01 | 13.583077666532800 |
| 1998-03-01 | 13.529943674177598 |
| 1998-04-01 | 13.819103190773700 |
| 1998-05-01 | 14.966913483165500 |
| 1998-06-01 | 14.146063648807000 |
| 1998-07-01 | 13.212937286050300 |
| 1998-08-01 | 13.058296090023598 |
| 1998-09-01 | 13.050264475049100 |
| 1998-10-01 | 13.333626346261100 |
| 1998-11-01 | 13.218357935654700 |
| 1998-12-01 | 13.219419488605000 |
| 1999-01-01 | 13.043200160459799 |
| 1999-02-01 | 13.136714138282300 |
| 1999-03-01 | 13.013679458503699 |
| 1999-04-01 | 13.041010722930200 |
| 1999-05-01 | 13.202150637121502 |
| 1999-06-01 | 13.252386160020599 |
| 1999-07-01 | 13.605809092181001 |
| 1999-08-01 | 14.343677542726601 |
| 1999-09-01 | 13.743951008458800 |
| 1999-10-01 | 14.110669646842698 |
| 1999-11-01 | 14.042901723605900 |
| 1999-12-01 | 14.037455520539599 |
| 2000-01-01 | 14.403991884047501 |
| 2000-02-01 | 13.863369897298801 |
| 2000-03-01 | 14.564219395428100 |
| 2000-04-01 | 14.553760524255400 |
| 2000-05-01 | 14.626048914114499 |
| 2000-06-01 | 14.854712189861901 |
| 2000-07-01 | 15.010343253378501 |
| 2000-08-01 | 15.244904250913300 |
| 2000-09-01 | 15.242468020027700 |
| 2000-10-01 | 14.914713421023800 |
| 2000-11-01 | 14.839068361607001 |
| 2000-12-01 | 15.046012597591801 |
| 2001-01-01 | 15.326801646144100 |
| 2001-02-01 | 15.185081441330599 |
| 2001-03-01 | 15.384762480618500 |
| 2001-04-01 | 15.033325915759900 |
| 2001-05-01 | 15.212425587999801 |
| 2001-06-01 | 15.543640031416400 |
| 2001-07-01 | 15.427054505533100 |
| 2001-08-01 | 15.605199410898699 |
| 2001-09-01 | 15.671845789850199 |
| 2001-10-01 | 15.546940274467900 |
| 2001-11-01 | 15.405268642327199 |
| 2001-12-01 | 15.510594649359000 |
| 2002-01-01 | 15.704772148202100 |
| 2002-02-01 | 15.466286048205600 |
| 2002-03-01 | 15.481831402601900 |
| 2002-04-01 | 15.714027684695301 |
| 2002-05-01 | 15.857353842349800 |
| 2002-06-01 | 15.938611994384901 |
| 2002-07-01 | 16.159305575111002 |
| 2002-08-01 | 16.536192008754700 |
| 2002-09-01 | 16.750437684051498 |
| 2002-10-01 | 16.766926111811000 |
| 2002-11-01 | 17.119959886480200 |
| 2002-12-01 | 17.328146869362700 |
| 2003-01-01 | 17.507070778147600 |
| 2003-02-01 | 17.723957371575900 |
| 2003-03-01 | 17.894655539307500 |
| 2003-04-01 | 18.280339711287500 |
| 2003-05-01 | 18.075941401445398 |
| 2003-06-01 | 17.653496155547500 |
| 2003-07-01 | 18.018204410902500 |
| 2003-08-01 | 17.926110900357300 |
| 2003-09-01 | 17.871716023164100 |
| 2003-10-01 | 17.859629838270000 |
| 2003-11-01 | 17.781127783108600 |
| 2003-12-01 | 17.589622687809502 |
| 2004-01-01 | 17.729017521901500 |
| 2004-02-01 | 17.855818898835896 |
| 2004-03-01 | 18.008329205536700 |
| 2004-04-01 | 18.062732669752396 |
| 2004-05-01 | 17.714083531372896 |
| 2004-06-01 | 18.304089389195003 |
| 2004-07-01 | 18.364440086877000 |
| 2004-08-01 | 18.341280287347500 |
| 2004-09-01 | 18.430625054112200 |
| 2004-10-01 | 18.591438467803200 |
| 2004-11-01 | 18.724963843113400 |
| 2004-12-01 | 18.947776393286800 |
| 2005-01-01 | 18.525021303303300 |
| 2005-02-01 | 18.975950710911103 |
| 2005-03-01 | 19.044893511648603 |
| 2005-04-01 | 18.829786443159100 |
| 2005-05-01 | 19.280481796006800 |
| 2005-06-01 | 19.276071962653300 |
| 2005-07-01 | 18.523717239747300 |
| 2005-08-01 | 19.068253165052500 |
| 2005-09-01 | 19.101878754790400 |
| 2005-10-01 | 18.902134763634102 |
| 2005-11-01 | 19.054522268372900 |
| 2005-12-01 | 19.079683505596400 |
| 2006-01-01 | 19.072936172455100 |
| 2006-02-01 | 19.033964599511002 |
| 2006-03-01 | 18.306983477506000 |
| 2006-04-01 | 18.979376281070800 |
| 2006-05-01 | 18.957915757073298 |
| 2006-06-01 | 18.948777959633700 |
| 2006-07-01 | 18.996120969872802 |
| 2006-08-01 | 19.197360550717896 |
| 2006-09-01 | 19.379529371514100 |
| 2006-10-01 | 19.302170727583200 |
| 2006-11-01 | 19.380200867220100 |
| 2006-12-01 | 19.303498485384500 |
| 2007-01-01 | 19.166893721915603 |
| 2007-02-01 | 19.338739423056600 |
| 2007-03-01 | 19.401477019973100 |
| 2007-04-01 | 19.103390645865100 |
| 2007-05-01 | 19.157891733548600 |
| 2007-06-01 | 19.333095290204900 |
| 2007-07-01 | 19.861697891582700 |
| 2007-08-01 | 19.796008675228300 |
| 2007-09-01 | 19.627504809249000 |
| 2007-10-01 | 20.029889244348396 |
| 2007-11-01 | 19.606781993962898 |
| 2007-12-01 | 19.339406936027200 |
| 2008-01-01 | 19.718561539459000 |
| 2008-02-01 | 20.386900432504103 |
| 2008-03-01 | 20.019046148755500 |
| 2008-04-01 | 21.031465785267600 |
| 2008-05-01 | 20.975784597183896 |
| 2008-06-01 | 19.807769485377400 |
| 2008-07-01 | 20.286719769537300 |
| 2008-08-01 | 20.444339396929603 |
| 2008-09-01 | 20.745172764318200 |
| 2008-10-01 | 21.084552372631200 |
| 2008-11-01 | 21.368010112064500 |
| 2008-12-01 | 21.519996601559000 |
| 2009-01-01 | 21.653201401790600 |
| 2009-02-01 | 21.336428097875398 |
| 2009-03-01 | 21.450334440121000 |
| 2009-04-01 | 21.783801619784697 |
| 2009-05-01 | 21.506128828859502 |
| 2009-06-01 | 21.046729763325697 |
| 2009-07-01 | 20.482670518644500 |
| 2009-08-01 | 20.260959424177198 |
| 2009-09-01 | 20.117188978821300 |
| 2009-10-01 | 20.282257200711200 |
| 2009-11-01 | 20.357522154029200 |
| 2009-12-01 | 20.317371431812600 |
| 2010-01-01 | 19.901414063984300 |
| 2010-02-01 | 19.783972039459500 |
| 2010-03-01 | 20.085598405842800 |
| 2010-04-01 | 19.864934515770603 |
| 2010-05-01 | 19.821733213537602 |
| 2010-06-01 | 19.951799877302500 |
| 2010-07-01 | 20.668564498911000 |
| 2010-08-01 | 20.454134159724300 |
| 2010-09-01 | 20.461818766068000 |
| 2010-10-01 | 20.397042072278800 |
| 2010-11-01 | 20.457445759091400 |
| 2010-12-01 | 20.441158220449100 |
| 2011-01-01 | 20.802382933575600 |
| 2011-02-01 | 20.601045681645900 |
| 2011-03-01 | 20.508556174416803 |
| 2011-04-01 | 20.771163711482000 |
| 2011-05-01 | 20.743727888142300 |
| 2011-06-01 | 20.841123688421700 |
| 2011-07-01 | 20.940103576481302 |
| 2011-08-01 | 21.118408442675896 |
| 2011-09-01 | 21.094049311950200 |
| 2011-10-01 | 20.815728360530898 |
| 2011-11-01 | 20.756978554927400 |
| 2011-12-01 | 20.784536757796700 |
| 2012-01-01 | 21.143246573354602 |
| 2012-02-01 | 21.003321382884900 |
| 2012-03-01 | 21.034556808184398 |
| 2012-04-01 | 20.986521471082000 |
| 2012-05-01 | 21.262751623213700 |
| 2012-06-01 | 21.521741651501300 |
| 2012-07-01 | 21.690092350655604 |
| 2012-08-01 | 21.649213835803103 |
| 2012-09-01 | 21.937291449417000 |
| 2012-10-01 | 22.031767792671598 |
| 2012-11-01 | 22.077335416984702 |
| 2012-12-01 | 22.763420713096600 |
| 2013-01-01 | 22.295028061921396 |
| 2013-02-01 | 22.684001979331498 |
| 2013-03-01 | 22.752486920108400 |
| 2013-04-01 | 22.716130016909300 |
| 2013-05-01 | 23.074026752350100 |
| 2013-06-01 | 22.477199065441102 |
| 2013-07-01 | 22.229627461791700 |
| 2013-08-01 | 22.272810209343700 |
| 2013-09-01 | 22.500874189787800 |
| 2013-10-01 | 22.670636866766300 |
| 2013-11-01 | 22.707847565105400 |
| 2013-12-01 | 22.534581247120105 |
| 2014-01-01 | 22.434463007215400 |
| 2014-02-01 | 22.788395824862103 |
| 2014-03-01 | 22.764634263336802 |
| 2014-04-01 | 22.931646920937702 |
| 2014-05-01 | 22.857271081819100 |
| 2014-06-01 | 23.212474808978300 |
| 2014-07-01 | 22.288447346021300 |
| 2014-08-01 | 22.094420848738604 |
| 2014-09-01 | 22.391507775482600 |
| 2014-10-01 | 22.625604129498100 |
| 2014-11-01 | 22.735383982501197 |
| 2014-12-01 | 22.523721824291100 |
| 2015-01-01 | 22.147276055044000 |
| 2015-02-01 | 21.998999411988503 |
| 2015-03-01 | 21.949679579254700 |
| 2015-04-01 | 22.062772597111500 |
| 2015-05-01 | 22.034763065287700 |
| 2015-06-01 | 22.042234581577603 |
| 2015-07-01 | 22.645300337638396 |
| 2015-08-01 | 22.408631850750698 |
| 2015-09-01 | 22.412074152634100 |
| 2015-10-01 | 22.285846529930300 |
| 2015-11-01 | 22.275832631283500 |
| 2015-12-01 | 22.407243213881898 |
| 2016-01-01 | 22.816629974665798 |
| 2016-02-01 | 22.810698758052300 |
| 2016-03-01 | 22.841472223169300 |
| 2016-04-01 | 22.802213294557800 |
| 2016-05-01 | 22.810292908056102 |
| 2016-06-01 | 23.079165669838100 |
| 2016-07-01 | 23.499393507944300 |
| 2016-08-01 | 23.329565420667400 |
| 2016-09-01 | 23.450929920252400 |
| 2016-10-01 | 23.133665207997797 |
| 2016-11-01 | 23.218959040287398 |
| 2016-12-01 | 23.405769051970402 |
| 2017-01-01 | 23.341105132300502 |
| 2017-02-01 | 23.289693463582502 |
| 2017-03-01 | 23.447017408427000 |
| 2017-04-01 | 23.462247225888800 |
| 2017-05-01 | 23.496077646512898 |
| 2017-06-01 | 23.532470933290600 |
| 2017-07-01 | 23.172024673011400 |
| 2017-08-01 | 23.263160521149600 |
| 2017-09-01 | 23.199477903079100 |
| 2017-10-01 | 23.040189871283697 |
| 2017-11-01 | 23.146735090977500 |
| 2017-12-01 | 22.963494949429304 |
| 2018-01-01 | 23.083729663909303 |
| 2018-02-01 | 23.163096401890200 |
| 2018-03-01 | 23.480036662303100 |
| 2018-04-01 | 23.296641829283700 |
| 2018-05-01 | 23.486779000442000 |
| 2018-06-01 | 24.025297669762400 |
| 2018-07-01 | 23.372714226709600 |
| 2018-08-01 | 23.405996827263998 |
| 2018-09-01 | 23.458679141368197 |
| 2018-10-01 | 23.605211057553500 |
| 2018-11-01 | 23.525856351016200 |
| 2018-12-01 | 23.407860924527000 |
| 2019-01-01 | 23.944524003140000 |
| 2019-02-01 | 24.025457167529200 |
| 2019-03-01 | 24.132038415871502 |
| 2019-04-01 | 24.017473987401000 |
| 2019-05-01 | 24.088896920113200 |
| 2019-06-01 | 24.163807748448100 |
| 2019-07-01 | 24.306003037669500 |
| 2019-08-01 | 23.934346980025502 |
| 2019-09-01 | 23.996773652644300 |
| 2019-10-01 | 24.255350783649302 |
| 2019-11-01 | 24.384608152602400 |
| 2019-12-01 | 24.015963664207398 |
| 2020-01-01 | 24.512426944398900 |
| 2020-02-01 | 24.610721994427800 |
| 2020-03-01 | 24.397842272192000 |
| 2020-04-01 | 19.025705214720100 |
| 2020-05-01 | 19.220791559777500 |
| 2020-06-01 | 19.419388021024000 |
| 2020-07-01 | 19.425138869555300 |
| 2020-08-01 | 19.758733330184604 |
| 2020-09-01 | 19.803786611874700 |
| 2020-10-01 | 20.028741041840700 |
| 2020-11-01 | 19.943479233984900 |
| 2020-12-01 | 20.012551638775000 |
| 2021-01-01 | 19.975561275177900 |
| 2021-02-01 | 19.706653163369800 |
| 2021-03-01 | 20.048557383262104 |
| 2021-04-01 | 20.845818670156397 |
| 2021-05-01 | 20.973329485229500 |
| 2021-06-01 | 21.066889219587800 |
| 2021-07-01 | 21.942527591672500 |
| 2021-08-01 | 21.785103322602400 |
| 2021-09-01 | 21.759878535756698 |
| 2021-10-01 | 22.126659360393802 |
| 2021-11-01 | 22.326081989508300 |
| 2021-12-01 | 22.393550172616000 |
| 2022-01-01 | 22.159462950435600 |
| 2022-02-01 | 22.633559359171500 |
| 2022-03-01 | 22.676542104407396 |
| 2022-04-01 | 22.650958281379500 |
| 2022-05-01 | 22.720234360579802 |
| 2022-06-01 | 22.389378687463303 |
| 2022-07-01 | 22.638411238352400 |
| 2022-08-01 | 22.944034886816300 |
| 2022-09-01 | 23.116084433194200 |
| 2022-10-01 | 22.846464142279302 |
| 2022-11-01 | 23.016591647837500 |
| 2022-12-01 | 22.977435620940800 |
| 2023-01-01 | 23.255237972407700 |
| 2023-02-01 | 23.162166213181000 |
| 2023-03-01 | 23.167377345260000 |
| 2023-04-01 | 23.164308318391900 |
| 2023-05-01 | 23.048093094463000 |
| 2023-06-01 | 23.296448116339104 |
| 2023-07-01 | 22.831774031405000 |
| 2023-08-01 | 23.131520892306900 |
| 2023-09-01 | 23.172035148935798 |
| 2023-10-01 | 23.069639229872500 |
| 2023-11-01 | 23.125446011772798 |
| 2023-12-01 | 23.667827320552203 |
| 2024-01-01 | 23.350695775994000 |
| 2024-02-01 | 23.384689476222402 |
| 2024-03-01 | 23.647254927878100 |
| 2024-04-01 | 23.674040460154700 |
| 2024-05-01 | 23.868816207603697 |
| 2024-06-01 | 24.085619023406895 |
| 2024-07-01 | 24.907597373082300 |
| 2024-08-01 | 24.249770639462900 |
