Title: All Employees: Other Services in San Francisco-Oakland-Hayward, CA (MSA) Series ID: SANF806SRVO Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 6:04 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SANF806SRVON). 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 63.308789224191600 1990-02-01 63.406740894638006 1990-03-01 63.558831222194605 1990-04-01 64.211909951237900 1990-05-01 64.089460653963700 1990-06-01 64.465926003302900 1990-07-01 64.829720709314300 1990-08-01 64.886928441674400 1990-09-01 64.825988996577210 1990-10-01 65.603766335717110 1990-11-01 66.072024226616290 1990-12-01 65.405271364292090 1991-01-01 65.735896828058700 1991-02-01 63.927196816367100 1991-03-01 64.063866158640100 1991-04-01 64.542578196966600 1991-05-01 64.285466784853100 1991-06-01 64.251215156364100 1991-07-01 64.318861588119500 1991-08-01 64.138906741415700 1991-09-01 64.102508344156800 1991-10-01 64.003810649022400 1991-11-01 64.044789275824500 1991-12-01 64.303929931613400 1992-01-01 64.321409023113300 1992-02-01 64.467928364814610 1992-03-01 64.376559348168500 1992-04-01 64.008088218588500 1992-05-01 63.946318452451900 1992-06-01 63.808875270319900 1992-07-01 63.608277748105294 1992-08-01 63.847402016564395 1992-09-01 63.947456344936896 1992-10-01 64.147109949085900 1992-11-01 64.203063091111500 1992-12-01 64.399967325723890 1993-01-01 64.465224494470500 1993-02-01 64.132067120024600 1993-03-01 64.192005050407700 1993-04-01 64.163185679665200 1993-05-01 64.486908781781900 1993-06-01 64.516911547191500 1993-07-01 64.707994495418900 1993-08-01 64.553418160756210 1993-09-01 64.595604735113400 1993-10-01 64.798988675560890 1993-11-01 64.859346983073400 1993-12-01 64.515439384659300 1994-01-01 66.132028899277200 1994-02-01 66.208453758761600 1994-03-01 66.525094189470400 1994-04-01 66.576764412599300 1994-05-01 66.487898238116400 1994-06-01 66.667561866884900 1994-07-01 66.923445460157900 1994-08-01 67.200322225347500 1994-09-01 67.573748725853390 1994-10-01 67.077935066802600 1994-11-01 67.026062617316100 1994-12-01 66.743617491954000 1995-01-01 66.290923162215210 1995-02-01 66.270174533675800 1995-03-01 66.136032915888600 1995-04-01 66.110573683451100 1995-05-01 66.604696050965100 1995-06-01 66.689155509403000 1995-07-01 67.868873903702300 1995-08-01 67.912788065726500 1995-09-01 67.780110985292800 1995-10-01 67.343908420894300 1995-11-01 67.717280459275700 1995-12-01 67.593787791132300 1996-01-01 67.510967297132990 1996-02-01 67.480533097074300 1996-03-01 67.719790053893790 1996-04-01 67.918009425056710 1996-05-01 68.127589793399610 1996-06-01 68.336368662219100 1996-07-01 68.420645905827800 1996-08-01 68.486060538103200 1996-09-01 68.608526003283400 1996-10-01 69.003536651999210 1996-11-01 69.132496097045600 1996-12-01 68.809054152332500 1997-01-01 69.895786324398000 1997-02-01 70.261723787180400 1997-03-01 70.374679895895200 1997-04-01 70.906357410981700 1997-05-01 71.490160795816410 1997-06-01 71.340804954542210 1997-07-01 70.662343261487410 1997-08-01 71.086407805653410 1997-09-01 71.256753670840600 1997-10-01 71.224957827713910 1997-11-01 72.656742678288910 1997-12-01 73.005702057606300 1998-01-01 71.140852873868800 1998-02-01 70.617924700534500 1998-03-01 71.823750898038600 1998-04-01 72.226283973122700 1998-05-01 72.285375004394210 1998-06-01 72.601442145384410 1998-07-01 72.379961237244090 1998-08-01 72.476100782230900 1998-09-01 72.729376393525100 1998-10-01 72.205271684277200 1998-11-01 71.959906187335200 1998-12-01 71.878122257808000 1999-01-01 74.167112643355800 1999-02-01 72.486376193508500 1999-03-01 72.293834015234700 1999-04-01 71.671831472666410 1999-05-01 71.612192395733500 1999-06-01 70.431097638544500 1999-07-01 71.848326197085580 1999-08-01 71.822386894883690 1999-09-01 72.070429045866200 1999-10-01 72.381775129590000 1999-11-01 72.139186758491490 1999-12-01 72.468968383732910 2000-01-01 71.991638226498300 2000-02-01 72.057868473934790 2000-03-01 72.078325487476700 2000-04-01 72.577754951785700 2000-05-01 72.629052279905710 2000-06-01 72.683850826003410 2000-07-01 73.487647511753100 2000-08-01 73.144000218257200 2000-09-01 72.486214111942500 2000-10-01 73.251113377720500 2000-11-01 73.612949458325500 2000-12-01 73.649583979411000 2001-01-01 75.825364633770500 2001-02-01 76.085013740408000 2001-03-01 76.599955626518900 2001-04-01 75.771035293316500 2001-05-01 76.402080359816300 2001-06-01 76.745933438085400 2001-07-01 76.499884884694300 2001-08-01 76.763575050451100 2001-09-01 76.472661525271700 2001-10-01 76.944592543735200 2001-11-01 76.909327932899800 2001-12-01 76.849006060457300 2002-01-01 77.054675156060000 2002-02-01 77.035514355468210 2002-03-01 76.714571008591100 2002-04-01 76.759770021539100 2002-05-01 76.829959348176910 2002-06-01 76.763555858587510 2002-07-01 77.142945934604600 2002-08-01 77.109939879865300 2002-09-01 77.082758224966400 2002-10-01 76.711478847246300 2002-11-01 77.028924032362700 2002-12-01 76.749800494472510 2003-01-01 76.666041558697200 2003-02-01 76.896058546596590 2003-03-01 76.256242339743790 2003-04-01 75.836465604130800 2003-05-01 75.613693527677300 2003-06-01 75.585236332926500 2003-07-01 74.397907714742800 2003-08-01 74.860368749095300 2003-09-01 74.772259101950100 2003-10-01 74.497867252768300 2003-11-01 74.259645789234200 2003-12-01 74.167733393194910 2004-01-01 73.959534844914090 2004-02-01 73.826502824360200 2004-03-01 73.980629823904500 2004-04-01 74.045880990306200 2004-05-01 73.809921406892200 2004-06-01 73.510054388264900 2004-07-01 73.574098190523000 2004-08-01 73.301390997856500 2004-09-01 73.392853291354000 2004-10-01 72.939640908469000 2004-11-01 72.671178181075900 2004-12-01 72.855062883204500 2005-01-01 72.650417235256500 2005-02-01 72.452862851853000 2005-03-01 72.650124839854910 2005-04-01 73.049820239185410 2005-05-01 72.536878346600290 2005-06-01 73.063250650131700 2005-07-01 72.145196636411100 2005-08-01 71.914044666230200 2005-09-01 71.839712641530200 2005-10-01 72.463430940520300 2005-11-01 72.335979299905800 2005-12-01 72.423970054395000 2006-01-01 72.525183785390410 2006-02-01 72.691053735390500 2006-03-01 72.640564801724900 2006-04-01 72.852710956903500 2006-05-01 73.322255216631300 2006-06-01 73.908046259864400 2006-07-01 73.333705442382910 2006-08-01 73.496377707027700 2006-09-01 73.552211193696590 2006-10-01 73.227201078575090 2006-11-01 73.341683719116590 2006-12-01 73.408631389002800 2007-01-01 73.780900539790410 2007-02-01 74.330755975266100 2007-03-01 74.480698626191600 2007-04-01 74.055473281362500 2007-05-01 74.337858981314600 2007-06-01 74.437042038212200 2007-07-01 74.908395145690490 2007-08-01 75.264795039442900 2007-09-01 75.265695938981710 2007-10-01 75.198829663662600 2007-11-01 75.533117501936600 2007-12-01 75.722620682038000 2008-01-01 75.117092613406300 2008-02-01 75.675804126123910 2008-03-01 75.623392718328200 2008-04-01 75.632954361298590 2008-05-01 75.585463568903000 2008-06-01 75.653300483326600 2008-07-01 75.676544662578300 2008-08-01 75.435870081243800 2008-09-01 75.349518412969700 2008-10-01 75.493161614809200 2008-11-01 75.130689860282590 2008-12-01 74.951996760595590 2009-01-01 74.392023750607700 2009-02-01 73.626138781916800 2009-03-01 73.243922218520500 2009-04-01 73.187396569894200 2009-05-01 72.707331472413500 2009-06-01 72.335874051653900 2009-07-01 72.056501836313000 2009-08-01 72.134237898875000 2009-09-01 71.671664720484090 2009-10-01 72.238655968091100 2009-11-01 72.296462729724300 2009-12-01 71.984257571291800 2010-01-01 72.295932833748800 2010-02-01 72.258719492120500 2010-03-01 72.414779234992710 2010-04-01 72.500292397186400 2010-05-01 72.809768333289500 2010-06-01 73.109975166266000 2010-07-01 73.073380221451900 2010-08-01 72.835702746376000 2010-09-01 72.657792345563300 2010-10-01 73.440776438914600 2010-11-01 72.896171525800710 2010-12-01 73.045890702203900 2011-01-01 73.730551482231900 2011-02-01 73.542624315179410 2011-03-01 73.527999849104500 2011-04-01 74.314799832324100 2011-05-01 73.870702271323990 2011-06-01 73.964616373213900 2011-07-01 74.831765257912100 2011-08-01 74.845928564803800 2011-09-01 75.414131380115790 2011-10-01 75.402841937854800 2011-11-01 75.647724391941500 2011-12-01 75.727912274282900 2012-01-01 75.444072207519600 2012-02-01 75.771679071245000 2012-03-01 76.191686110064800 2012-04-01 76.125143971545710 2012-05-01 77.135126242858090 2012-06-01 77.551854692304000 2012-07-01 77.097536993182700 2012-08-01 77.453038446886100 2012-09-01 77.882457271863400 2012-10-01 77.982675231453410 2012-11-01 78.198631220967500 2012-12-01 78.707517408833800 2013-01-01 78.355395860852700 2013-02-01 78.978212784284000 2013-03-01 79.136878911972500 2013-04-01 79.259503630475000 2013-05-01 79.199080079002910 2013-06-01 79.531577624873900 2013-07-01 79.657845329286910 2013-08-01 80.158876017852790 2013-09-01 80.390743179531600 2013-10-01 80.437548763357100 2013-11-01 80.866117308099900 2013-12-01 81.071437622213600 2014-01-01 81.528527159645790 2014-02-01 81.806427656140500 2014-03-01 82.086650022427100 2014-04-01 82.406599020382910 2014-05-01 82.399269977529600 2014-06-01 82.310836727532200 2014-07-01 82.181140634663410 2014-08-01 82.533893586968200 2014-09-01 82.738807418763200 2014-10-01 82.674885990163400 2014-11-01 82.807856575945900 2014-12-01 82.739541981049300 2015-01-01 83.096291314301700 2015-02-01 83.170784119905100 2015-03-01 83.354733488160800 2015-04-01 82.697613506836090 2015-05-01 83.304588282145800 2015-06-01 83.168351196615700 2015-07-01 83.226163602535200 2015-08-01 83.187176399463300 2015-09-01 83.414650368039290 2015-10-01 84.004631452463500 2015-11-01 84.049674442168000 2015-12-01 84.211376748649700 2016-01-01 84.963577146372200 2016-02-01 84.675162030131500 2016-03-01 84.538523170572590 2016-04-01 84.932723260320200 2016-05-01 84.922875485682600 2016-06-01 85.197053971166710 2016-07-01 85.382769658594700 2016-08-01 85.622218585147900 2016-09-01 85.687402052846900 2016-10-01 85.952421377746500 2016-11-01 85.888815826998500 2016-12-01 86.188568956471290 2017-01-01 86.474811258335800 2017-02-01 86.388102270314720 2017-03-01 86.833914745194000 2017-04-01 86.918786902397290 2017-05-01 86.816992364901510 2017-06-01 86.993533314892900 2017-07-01 86.882084665486090 2017-08-01 87.261145172973200 2017-09-01 87.441017664620000 2017-10-01 87.214516222740400 2017-11-01 87.443415715745790 2017-12-01 87.575527184365600 2018-01-01 87.211351030649800 2018-02-01 87.608108198700400 2018-03-01 87.674840179617190 2018-04-01 87.856564485500910 2018-05-01 87.915016902806090 2018-06-01 87.764258529006810 2018-07-01 88.088295538170800 2018-08-01 88.115715097720580 2018-09-01 87.958983616481300 2018-10-01 89.005675926896800 2018-11-01 88.483405976229300 2018-12-01 88.467942192419590 2019-01-01 88.356528442074290 2019-02-01 88.173058226067010 2019-03-01 88.095341685676800 2019-04-01 88.203888584374600 2019-05-01 88.140134865245300 2019-06-01 88.775720171512920 2019-07-01 89.025417586080500 2019-08-01 88.408240559029100 2019-09-01 88.151697935354500 2019-10-01 88.162106499367600 2019-11-01 88.404671374103510 2019-12-01 88.747951275321780 2020-01-01 89.379296329776100 2020-02-01 89.797450974752790 2020-03-01 87.274130603300920 2020-04-01 59.685397513515100 2020-05-01 61.124095082606296 2020-06-01 62.018980057273500 2020-07-01 62.019054353858610 2020-08-01 61.741769293224706 2020-09-01 64.824926673535900 2020-10-01 69.979853738764800 2020-11-01 70.086792995597900 2020-12-01 67.082070779170110 2021-01-01 63.472469635622100 2021-02-01 67.983507338052500 2021-03-01 69.185342613555010 2021-04-01 72.249997424908000 2021-05-01 73.256716194331700 2021-06-01 73.726715626265200 2021-07-01 75.964244857594990 2021-08-01 76.406590305045000 2021-09-01 76.774469291938090 2021-10-01 79.839888291624400 2021-11-01 80.447672050714090 2021-12-01 80.664491913142090 2022-01-01 80.940795018166500 2022-02-01 81.509435743838500 2022-03-01 81.389828112823500 2022-04-01 81.702672429195800 2022-05-01 81.403619904225900 2022-06-01 81.456040378940910 2022-07-01 82.065286436842700 2022-08-01 82.667887826886600 2022-09-01 83.415737675832000 2022-10-01 83.300870615567500 2022-11-01 83.283299514603700 2022-12-01 83.608144539650200 2023-01-01 83.909609987192300 2023-02-01 84.550025582175510 2023-03-01 84.452777255708410 2023-04-01 84.191861751559300 2023-05-01 84.429837625180000 2023-06-01 85.014921456793600 2023-07-01 85.483376433284090 2023-08-01 85.009044839733490 2023-09-01 85.871285266293710 2023-10-01 86.249065082163510 2023-11-01 86.633892708509790 2023-12-01 86.950856061481700 2024-01-01 86.785969930776400 2024-02-01 86.229731110400790 2024-03-01 86.936775070018600