Table Data - All Employees: Professional and Business Services: Investigation and Security Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Investigation and Security Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056160001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 7:05 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 | 5.4919018410305000 |
| 1990-02-01 | 5.4070592050441695 |
| 1990-03-01 | 5.4311116904335910 |
| 1990-04-01 | 5.6559304478479095 |
| 1990-05-01 | 5.6850143004307200 |
| 1990-06-01 | 5.6541516583312500 |
| 1990-07-01 | 5.5540310794340400 |
| 1990-08-01 | 5.4537370024239005 |
| 1990-09-01 | 5.5030611352277505 |
| 1990-10-01 | 5.8064540207697110 |
| 1990-11-01 | 5.9983099786511100 |
| 1990-12-01 | 6.1491754524894600 |
| 1991-01-01 | 5.8014819577230090 |
| 1991-02-01 | 5.9108336349170100 |
| 1991-03-01 | 6.0388212171208700 |
| 1991-04-01 | 5.8582963437547100 |
| 1991-05-01 | 5.7791721423639700 |
| 1991-06-01 | 5.8470154655033810 |
| 1991-07-01 | 5.8566959329706800 |
| 1991-08-01 | 5.9584150399800500 |
| 1991-09-01 | 5.7990459407179700 |
| 1991-10-01 | 5.5914478413324000 |
| 1991-11-01 | 5.5801898115779290 |
| 1991-12-01 | 5.7533007260249510 |
| 1992-01-01 | 5.7135631449084805 |
| 1992-02-01 | 5.8247616730654800 |
| 1992-03-01 | 5.5442354570507300 |
| 1992-04-01 | 5.4727195722706610 |
| 1992-05-01 | 5.4873186572184100 |
| 1992-06-01 | 5.4373168305423100 |
| 1992-07-01 | 5.6606619405599100 |
| 1992-08-01 | 5.4632815715251900 |
| 1992-09-01 | 5.4795447977680500 |
| 1992-10-01 | 5.1580740417504700 |
| 1992-11-01 | 5.4491795193684990 |
| 1992-12-01 | 5.5614092489327500 |
| 1993-01-01 | 5.9285784107462500 |
| 1993-02-01 | 5.7515882933086395 |
| 1993-03-01 | 5.7493720621938490 |
| 1993-04-01 | 5.7963759908721610 |
| 1993-05-01 | 5.8020707793213890 |
| 1993-06-01 | 5.7311046108528805 |
| 1993-07-01 | 5.6616477834713805 |
| 1993-08-01 | 5.5749659098296700 |
| 1993-09-01 | 5.5636598133651100 |
| 1993-10-01 | 6.5183715191992600 |
| 1993-11-01 | 6.2954367089653100 |
| 1993-12-01 | 6.1662135752478710 |
| 1994-01-01 | 6.2432373804430100 |
| 1994-02-01 | 6.3824906189489700 |
| 1994-03-01 | 6.3550521666503200 |
| 1994-04-01 | 6.8210450488375500 |
| 1994-05-01 | 6.7310022850374100 |
| 1994-06-01 | 6.7268865561056100 |
| 1994-07-01 | 6.6613499495541300 |
| 1994-08-01 | 6.6843831450070300 |
| 1994-09-01 | 6.6400179868941200 |
| 1994-10-01 | 6.6754332742375490 |
| 1994-11-01 | 6.8424949683433700 |
| 1994-12-01 | 6.8745300440684300 |
| 1995-01-01 | 6.9706528430988595 |
| 1995-02-01 | 6.8203533132407500 |
| 1995-03-01 | 6.9524544658526395 |
| 1995-04-01 | 7.0349960501434600 |
| 1995-05-01 | 7.0405532359444290 |
| 1995-06-01 | 7.2236410274534110 |
| 1995-07-01 | 7.1567831920474690 |
| 1995-08-01 | 7.2881112651934410 |
| 1995-09-01 | 7.4256705023319900 |
| 1995-10-01 | 8.4687483009811800 |
| 1995-11-01 | 8.4031993606975990 |
| 1995-12-01 | 8.3843979320394200 |
| 1996-01-01 | 7.6910425676178210 |
| 1996-02-01 | 7.4608821246244300 |
| 1996-03-01 | 7.3476642831037100 |
| 1996-04-01 | 6.8297835185741200 |
| 1996-05-01 | 6.6259202375182900 |
| 1996-06-01 | 6.5058521698592490 |
| 1996-07-01 | 7.8543408692298000 |
| 1996-08-01 | 7.7751215824707700 |
| 1996-09-01 | 7.7181023341035900 |
| 1996-10-01 | 8.1909895073990700 |
| 1996-11-01 | 8.0120574471519900 |
| 1996-12-01 | 8.0960796988241400 |
| 1997-01-01 | 8.2197459703323080 |
| 1997-02-01 | 8.3938657139630600 |
| 1997-03-01 | 8.2330271644606200 |
| 1997-04-01 | 8.4040183664141390 |
| 1997-05-01 | 8.3716054026069400 |
| 1997-06-01 | 8.1823631703079500 |
| 1997-07-01 | 8.7402728580178200 |
| 1997-08-01 | 8.6501847664512200 |
| 1997-09-01 | 8.7251397655612800 |
| 1997-10-01 | 8.7543686282706100 |
| 1997-11-01 | 8.6805654620072300 |
| 1997-12-01 | 8.9172175313794710 |
| 1998-01-01 | 8.3245354663369200 |
| 1998-02-01 | 8.4118734989580590 |
| 1998-03-01 | 8.5246350078306900 |
| 1998-04-01 | 8.2483881651505300 |
| 1998-05-01 | 8.1858700238824000 |
| 1998-06-01 | 8.0479812763496100 |
| 1998-07-01 | 6.9291190183765800 |
| 1998-08-01 | 6.9385311310366000 |
| 1998-09-01 | 7.0512295599189190 |
| 1998-10-01 | 6.9109804879645500 |
| 1998-11-01 | 7.0861980277734690 |
| 1998-12-01 | 7.0393970114190810 |
| 1999-01-01 | 7.3312801421367295 |
| 1999-02-01 | 7.3178554068584500 |
| 1999-03-01 | 7.3909099729900000 |
| 1999-04-01 | 7.9842554562347500 |
| 1999-05-01 | 7.9012507568208400 |
| 1999-06-01 | 7.9129989802984410 |
| 1999-07-01 | 7.7330445985550410 |
| 1999-08-01 | 7.8386241224676200 |
| 1999-09-01 | 7.6747604485422900 |
| 1999-10-01 | 7.7687031291120190 |
| 1999-11-01 | 7.7942539728129400 |
| 1999-12-01 | 7.8618948510856900 |
| 2000-01-01 | 7.7097578391587800 |
| 2000-02-01 | 7.8185228661195200 |
| 2000-03-01 | 7.7573988731724110 |
| 2000-04-01 | 7.9209439539550990 |
| 2000-05-01 | 8.1497105023207000 |
| 2000-06-01 | 7.9828873395404800 |
| 2000-07-01 | 8.0565478387580600 |
| 2000-08-01 | 8.1476792717847800 |
| 2000-09-01 | 8.1004520058557300 |
| 2000-10-01 | 7.8835005951086510 |
| 2000-11-01 | 7.8655431829876600 |
| 2000-12-01 | 7.6631751164940800 |
| 2001-01-01 | 8.1091312169143200 |
| 2001-02-01 | 8.0191255730936700 |
| 2001-03-01 | 8.4146575089619800 |
| 2001-04-01 | 8.0840477692826290 |
| 2001-05-01 | 8.1487316014231200 |
| 2001-06-01 | 7.9709991358380900 |
| 2001-07-01 | 8.0734570303654410 |
| 2001-08-01 | 7.8438064262626210 |
| 2001-09-01 | 7.9090727430493300 |
| 2001-10-01 | 8.1770273070171500 |
| 2001-11-01 | 8.1039462050473400 |
| 2001-12-01 | 8.6664326519627690 |
| 2002-01-01 | 8.3165312209931800 |
| 2002-02-01 | 8.3166635897941000 |
| 2002-03-01 | 8.3924576969806510 |
| 2002-04-01 | 8.0622086068048400 |
| 2002-05-01 | 7.8686886309105300 |
| 2002-06-01 | 7.8754605936840200 |
| 2002-07-01 | 7.5743705304805900 |
| 2002-08-01 | 7.4341411851909900 |
| 2002-09-01 | 7.5157787758294290 |
| 2002-10-01 | 7.3442830908042190 |
| 2002-11-01 | 7.3106354756582590 |
| 2002-12-01 | 7.2710975486588500 |
| 2003-01-01 | 7.5566404126375595 |
| 2003-02-01 | 7.4136583910850895 |
| 2003-03-01 | 7.4747547777136300 |
| 2003-04-01 | 7.5570772321161100 |
| 2003-05-01 | 7.4856145037011800 |
| 2003-06-01 | 7.6839913654701790 |
| 2003-07-01 | 8.6652830493920710 |
| 2003-08-01 | 8.9212628939819000 |
| 2003-09-01 | 9.0050585302877210 |
| 2003-10-01 | 9.1196325969324200 |
| 2003-11-01 | 9.1976955029268300 |
| 2003-12-01 | 9.1929810144387900 |
| 2004-01-01 | 9.0098859049151320 |
| 2004-02-01 | 8.9031569946966000 |
| 2004-03-01 | 8.9843433724656800 |
| 2004-04-01 | 8.9545946233165990 |
| 2004-05-01 | 8.9798231066803210 |
| 2004-06-01 | 9.0831114192184380 |
| 2004-07-01 | 9.1462006871446500 |
| 2004-08-01 | 9.2150751843325900 |
| 2004-09-01 | 9.1105508005007200 |
| 2004-10-01 | 9.1993218504318600 |
| 2004-11-01 | 9.1668293766982500 |
| 2004-12-01 | 9.2109248249610810 |
| 2005-01-01 | 9.2653109237524600 |
| 2005-02-01 | 9.3941394135645380 |
| 2005-03-01 | 9.2051302954662000 |
| 2005-04-01 | 9.7694522886647000 |
| 2005-05-01 | 9.9606007095511600 |
| 2005-06-01 | 9.6695720339630600 |
| 2005-07-01 | 10.3119828096001990 |
| 2005-08-01 | 10.6137002706655000 |
| 2005-09-01 | 10.8246975874064000 |
| 2005-10-01 | 10.8913597078643020 |
| 2005-11-01 | 10.8379134910053000 |
| 2005-12-01 | 10.9343489283497000 |
| 2006-01-01 | 11.5990159533913020 |
| 2006-02-01 | 11.8886965259291000 |
| 2006-03-01 | 12.0268482772336000 |
| 2006-04-01 | 12.1877948824054000 |
| 2006-05-01 | 12.3363876778019000 |
| 2006-06-01 | 12.1565960464369990 |
| 2006-07-01 | 13.3729985152243010 |
| 2006-08-01 | 13.3247510973674000 |
| 2006-09-01 | 12.2451597878509000 |
| 2006-10-01 | 12.1761987599533010 |
| 2006-11-01 | 12.2220349340601990 |
| 2006-12-01 | 12.2618476599382000 |
| 2007-01-01 | 12.1050992893296010 |
| 2007-02-01 | 12.3978070499081000 |
| 2007-03-01 | 12.2290564533092000 |
| 2007-04-01 | 12.2991081886303010 |
| 2007-05-01 | 12.3210066368752000 |
| 2007-06-01 | 12.4394807295577010 |
| 2007-07-01 | 13.3488366495878000 |
| 2007-08-01 | 13.2421785310198000 |
| 2007-09-01 | 13.3573004746060000 |
| 2007-10-01 | 13.4664501174543000 |
| 2007-11-01 | 13.6140537270425010 |
| 2007-12-01 | 13.8915864184973010 |
| 2008-01-01 | 13.6980206541788010 |
| 2008-02-01 | 13.6195945955249000 |
| 2008-03-01 | 13.3189671056206990 |
| 2008-04-01 | 13.4836994903193000 |
| 2008-05-01 | 13.6146029769769000 |
| 2008-06-01 | 13.7275698829096980 |
| 2008-07-01 | 13.7460462156401000 |
| 2008-08-01 | 13.7580382538101990 |
| 2008-09-01 | 13.6679878283392000 |
| 2008-10-01 | 13.7582541325627000 |
| 2008-11-01 | 13.8147558346065000 |
| 2008-12-01 | 13.7070014672383000 |
| 2009-01-01 | 13.6831003414526000 |
| 2009-02-01 | 13.5570448186495990 |
| 2009-03-01 | 13.4991608881691000 |
| 2009-04-01 | 13.2481443473171990 |
| 2009-05-01 | 13.2106450888171980 |
| 2009-06-01 | 13.5183061609310990 |
| 2009-07-01 | 13.6642022391934980 |
| 2009-08-01 | 13.9633602808450000 |
| 2009-09-01 | 13.9827769225371000 |
| 2009-10-01 | 13.7601777269110000 |
| 2009-11-01 | 13.5163264250458000 |
| 2009-12-01 | 13.5162444664485000 |
| 2010-01-01 | 11.0702312463315980 |
| 2010-02-01 | 10.9900332896826000 |
| 2010-03-01 | 11.0842415660272000 |
| 2010-04-01 | 11.0928436212354990 |
| 2010-05-01 | 10.9959988779665000 |
| 2010-06-01 | 11.0150452201020000 |
| 2010-07-01 | 11.0041216175399000 |
| 2010-08-01 | 10.9740989348361000 |
| 2010-09-01 | 10.9925158044175000 |
| 2010-10-01 | 10.8641987532196000 |
| 2010-11-01 | 10.9277755271559000 |
| 2010-12-01 | 10.9222546793898020 |
| 2011-01-01 | 11.0593567817059000 |
| 2011-02-01 | 11.0901652270623020 |
| 2011-03-01 | 11.4708474389676000 |
| 2011-04-01 | 11.4413471822044010 |
| 2011-05-01 | 11.4725740366444990 |
| 2011-06-01 | 11.4095560004323000 |
| 2011-07-01 | 11.4667952595771000 |
| 2011-08-01 | 11.4984085131500000 |
| 2011-09-01 | 11.5128070011724000 |
| 2011-10-01 | 11.5730629799881000 |
| 2011-11-01 | 11.6289341831750010 |
| 2011-12-01 | 11.8180627803653000 |
| 2012-01-01 | 11.6379530129547000 |
| 2012-02-01 | 11.6496404430416000 |
| 2012-03-01 | 11.5657288223924000 |
| 2012-04-01 | 11.6096104362625000 |
| 2012-05-01 | 11.3522745733519000 |
| 2012-06-01 | 11.3112407684516000 |
| 2012-07-01 | 11.2495704855848010 |
| 2012-08-01 | 11.2370529513107000 |
| 2012-09-01 | 11.1443608068991990 |
| 2012-10-01 | 11.0776014760776000 |
| 2012-11-01 | 11.1085518535506990 |
| 2012-12-01 | 10.9866341392529010 |
| 2013-01-01 | 11.0003621339128020 |
| 2013-02-01 | 10.8738179121027000 |
| 2013-03-01 | 10.9678682744557000 |
| 2013-04-01 | 11.1255715963584000 |
| 2013-05-01 | 11.1651802910311990 |
| 2013-06-01 | 11.2187421109976990 |
| 2013-07-01 | 11.2368433448939000 |
| 2013-08-01 | 11.1575783490237000 |
| 2013-09-01 | 11.2809100405948030 |
| 2013-10-01 | 11.3837046695326000 |
| 2013-11-01 | 11.0589531428127010 |
| 2013-12-01 | 10.9404152020453000 |
| 2014-01-01 | 10.9488033407446980 |
| 2014-02-01 | 11.0842434403577000 |
| 2014-03-01 | 11.0701235744674020 |
| 2014-04-01 | 11.0823765874659020 |
| 2014-05-01 | 11.3145523107545000 |
| 2014-06-01 | 11.3531923393570000 |
| 2014-07-01 | 11.3125096344785000 |
| 2014-08-01 | 10.9607913100054000 |
| 2014-09-01 | 11.0899095897171000 |
| 2014-10-01 | 11.4685607658543010 |
| 2014-11-01 | 11.3052140842697000 |
| 2014-12-01 | 11.4019109827795010 |
| 2015-01-01 | 11.5011676347943000 |
| 2015-02-01 | 11.3881052876256990 |
| 2015-03-01 | 10.9705849690152000 |
| 2015-04-01 | 11.3750445260654000 |
| 2015-05-01 | 11.1696724315861980 |
| 2015-06-01 | 11.0062267497746000 |
| 2015-07-01 | 10.8677140430025000 |
| 2015-08-01 | 10.9564037219751000 |
| 2015-09-01 | 10.9834477257760000 |
| 2015-10-01 | 11.0453456330602010 |
| 2015-11-01 | 11.2377460296280010 |
| 2015-12-01 | 11.3724068891821000 |
| 2016-01-01 | 10.2620593816529000 |
| 2016-02-01 | 10.3162855409471000 |
| 2016-03-01 | 9.6733528701852200 |
| 2016-04-01 | 10.4538185932699000 |
| 2016-05-01 | 10.4190215705912000 |
| 2016-06-01 | 10.6834124498730000 |
| 2016-07-01 | 10.5931738927301000 |
| 2016-08-01 | 10.7605611355571000 |
| 2016-09-01 | 10.5580476810583010 |
| 2016-10-01 | 10.4348474647371000 |
| 2016-11-01 | 10.5680352761252000 |
| 2016-12-01 | 10.5375741835543020 |
| 2017-01-01 | 10.3376072296804000 |
| 2017-02-01 | 10.3685010469813000 |
| 2017-03-01 | 10.2872430872679010 |
| 2017-04-01 | 9.7197191324470400 |
| 2017-05-01 | 9.7572183524111100 |
| 2017-06-01 | 9.9498886125495900 |
| 2017-07-01 | 9.9766200195121400 |
| 2017-08-01 | 10.0634669479910990 |
| 2017-09-01 | 10.0457071542021000 |
| 2017-10-01 | 10.0348150542263000 |
| 2017-11-01 | 9.7150576672890800 |
| 2017-12-01 | 9.6143702955974100 |
| 2018-01-01 | 9.8207225539583100 |
| 2018-02-01 | 9.8589336497116410 |
| 2018-03-01 | 9.7970163463380810 |
| 2018-04-01 | 9.6397043645495700 |
| 2018-05-01 | 10.0910047527296000 |
| 2018-06-01 | 9.8056179029725400 |
| 2018-07-01 | 9.8274684787859900 |
| 2018-08-01 | 9.8655827412456000 |
| 2018-09-01 | 10.0362820914523000 |
| 2018-10-01 | 10.1460327628067000 |
| 2018-11-01 | 10.1896637399036990 |
| 2018-12-01 | 10.3148078442975990 |
| 2019-01-01 | 9.8138503167348110 |
| 2019-02-01 | 9.3661354186548500 |
| 2019-03-01 | 9.4163624602208810 |
| 2019-04-01 | 9.9337241129196500 |
| 2019-05-01 | 9.8824243984015000 |
| 2019-06-01 | 9.8249187312165200 |
| 2019-07-01 | 9.9749471564692790 |
| 2019-08-01 | 9.8660501720762400 |
| 2019-09-01 | 10.1625619257030000 |
| 2019-10-01 | 9.9608815624066520 |
| 2019-11-01 | 10.2910727049470000 |
| 2019-12-01 | 10.4224518657350000 |
| 2020-01-01 | 10.3037197010591000 |
| 2020-02-01 | 10.2988438374950010 |
| 2020-03-01 | 10.1355356800999000 |
| 2020-04-01 | 9.3804185265161500 |
| 2020-05-01 | 9.4567740034682500 |
| 2020-06-01 | 9.9317325502110800 |
| 2020-07-01 | 9.9280864984990900 |
| 2020-08-01 | 9.7637234743994200 |
| 2020-09-01 | 9.6004046809023400 |
| 2020-10-01 | 9.8008544184927100 |
| 2020-11-01 | 9.6103766323648400 |
| 2020-12-01 | 9.8182494764245800 |
| 2021-01-01 | 10.0939947067831000 |
| 2021-02-01 | 10.1325183582505000 |
| 2021-03-01 | 10.4485230147384000 |
| 2021-04-01 | 10.5294906427454010 |
| 2021-05-01 | 10.4254077508786000 |
| 2021-06-01 | 10.6032821948226990 |
| 2021-07-01 | 10.7917372899359000 |
| 2021-08-01 | 10.9612517933889000 |
| 2021-09-01 | 10.9574171081472000 |
| 2021-10-01 | 10.9439812616068010 |
| 2021-11-01 | 11.1441859650151000 |
| 2021-12-01 | 11.0096687558799000 |
| 2022-01-01 | 10.9777667193373020 |
| 2022-02-01 | 11.1632592669151000 |
| 2022-03-01 | 11.0382126817566000 |
| 2022-04-01 | 11.2844476215368000 |
| 2022-05-01 | 11.5100445357799010 |
| 2022-06-01 | 11.4769000845653010 |
| 2022-07-01 | 11.3673472879555020 |
| 2022-08-01 | 11.5614171744898000 |
| 2022-09-01 | 11.4919975672114010 |
| 2022-10-01 | 11.5808573268619010 |
| 2022-11-01 | 11.1793435690117000 |
| 2022-12-01 | 11.5047767818924000 |
| 2023-01-01 | 11.5688298859261990 |
| 2023-02-01 | 11.3761580345240000 |
| 2023-03-01 | 11.3298200207529000 |
| 2023-04-01 | 11.3670062454638000 |
| 2023-05-01 | 11.3820119353290980 |
| 2023-06-01 | 11.0434022547564010 |
| 2023-07-01 | 11.1626361002901980 |
| 2023-08-01 | 11.0762282720508000 |
| 2023-09-01 | 11.0157652934092000 |
| 2023-10-01 | 10.9999247145460010 |
| 2023-11-01 | 10.9031963318647000 |
| 2023-12-01 | 10.9985629545009990 |
| 2024-01-01 | 10.9589874152270000 |
| 2024-02-01 | 10.9872219713982000 |
| 2024-03-01 | 11.1240513580919000 |
| 2024-04-01 | 11.0547188507252000 |
| 2024-05-01 | 11.0608854905641980 |
| 2024-06-01 | 11.2289737017113020 |
| 2024-07-01 | 11.1590601711556000 |
| 2024-08-01 | 10.9959172970828010 |
| 2024-09-01 | 11.1179410528681000 |
| 2024-10-01 | 11.1179832312845000 |
| 2024-11-01 | 11.3186609000799020 |
