Title: All Employees: Professional and Business Services in San Francisco-Redwood City-South San Francisco, CA (MD) Series ID: SMU06418846000000001SA 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 2024-03-01 Last Updated: 2024-04-20 5:51 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/SMU06418846000000001). 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 1990-01-01 147.20118905477200 1990-02-01 149.07231879636600 1990-03-01 147.60528995565200 1990-04-01 147.97384263162598 1990-05-01 148.88076874987700 1990-06-01 149.34912466848200 1990-07-01 149.13507078355800 1990-08-01 149.23853231583500 1990-09-01 148.84784306384600 1990-10-01 148.73722740068000 1990-11-01 147.95945264895500 1990-12-01 149.01587106178400 1991-01-01 154.18811635287800 1991-02-01 153.67205561321200 1991-03-01 153.10630225799800 1991-04-01 152.39023660282800 1991-05-01 151.38006354362700 1991-06-01 149.74224571431000 1991-07-01 150.32929697572598 1991-08-01 149.79875511953100 1991-09-01 150.33137157704599 1991-10-01 150.67693485829400 1991-11-01 150.98306397677300 1991-12-01 150.31679239223100 1992-01-01 149.80629359314100 1992-02-01 149.36126356347200 1992-03-01 149.68663477665000 1992-04-01 150.82999132435700 1992-05-01 149.62439307071200 1992-06-01 149.79386975375098 1992-07-01 154.24437770421400 1992-08-01 153.81730662025402 1992-09-01 152.91908583818600 1992-10-01 153.36645028308400 1992-11-01 153.56006682775200 1992-12-01 152.21572683988000 1993-01-01 154.43969186682400 1993-02-01 153.95279618986200 1993-03-01 153.54413457870000 1993-04-01 152.85096622086002 1993-05-01 152.63727537224300 1993-06-01 153.10004081403500 1993-07-01 153.32372249011500 1993-08-01 153.40615115818900 1993-09-01 153.71901934255200 1993-10-01 152.59957025168302 1993-11-01 152.23233881999200 1993-12-01 152.05658924546100 1994-01-01 146.57027337019800 1994-02-01 146.98144452011800 1994-03-01 147.35162476372800 1994-04-01 149.53025681338300 1994-05-01 149.03032229997700 1994-06-01 148.84727939146300 1994-07-01 148.15893346762698 1994-08-01 149.00143180734100 1994-09-01 149.36818137798300 1994-10-01 149.10920573171600 1994-11-01 149.38084188920000 1994-12-01 150.34988053426200 1995-01-01 150.30987979188900 1995-02-01 150.84203763531900 1995-03-01 151.38511386485800 1995-04-01 151.41944829399100 1995-05-01 152.06649109199802 1995-06-01 151.86068263830600 1995-07-01 152.59677946484200 1995-08-01 152.92776882515700 1995-09-01 153.82085644901700 1995-10-01 154.67168190722100 1995-11-01 155.64483450611600 1995-12-01 155.44854899016198 1996-01-01 163.00874834075100 1996-02-01 164.19577315541702 1996-03-01 164.61635555579700 1996-04-01 163.95643105833500 1996-05-01 164.69810305107500 1996-06-01 165.07141544959600 1996-07-01 166.32702075715900 1996-08-01 166.75198577966500 1996-09-01 165.58658498793400 1996-10-01 167.90566867478700 1996-11-01 169.13727922761300 1996-12-01 168.79697020751700 1997-01-01 167.26876727505200 1997-02-01 168.80934057095502 1997-03-01 169.13323289008900 1997-04-01 170.63729996141000 1997-05-01 171.23360049011498 1997-06-01 171.68868509163200 1997-07-01 171.55245989584100 1997-08-01 172.45934109500900 1997-09-01 172.76025474237600 1997-10-01 173.09068266712900 1997-11-01 173.68215434174900 1997-12-01 174.89557822178500 1998-01-01 175.42041384156200 1998-02-01 175.35449446632100 1998-03-01 174.50351352686002 1998-04-01 176.90619013078498 1998-05-01 176.91209223756698 1998-06-01 178.20296907042400 1998-07-01 179.43652770739800 1998-08-01 179.37324754041500 1998-09-01 180.13578923683300 1998-10-01 180.33694525909098 1998-11-01 181.09673717465301 1998-12-01 181.04267384650400 1999-01-01 182.06628218919300 1999-02-01 183.18478236493098 1999-03-01 183.46686561291300 1999-04-01 184.03135640439900 1999-05-01 185.16251669152000 1999-06-01 185.96702571895800 1999-07-01 186.54811029789798 1999-08-01 187.40864715908100 1999-09-01 187.68715267917600 1999-10-01 190.47954135103100 1999-11-01 190.69423607099498 1999-12-01 191.10587028414002 2000-01-01 194.31017418113700 2000-02-01 196.31412499453700 2000-03-01 198.17114440636502 2000-04-01 199.75882944339298 2000-05-01 201.06336952325900 2000-06-01 203.27229354947500 2000-07-01 205.39750646851300 2000-08-01 207.77840404218398 2000-09-01 209.80508033551400 2000-10-01 210.72435358622798 2000-11-01 210.63282066285998 2000-12-01 210.10627995795200 2001-01-01 207.95553519569500 2001-02-01 206.33413727362100 2001-03-01 204.80546344068500 2001-04-01 197.82771050304797 2001-05-01 195.77274509428600 2001-06-01 193.05557689580300 2001-07-01 189.29757630052900 2001-08-01 186.14626012474300 2001-09-01 182.80779420938998 2001-10-01 179.87189619750100 2001-11-01 177.26329404738300 2001-12-01 176.26586498896702 2002-01-01 172.95180029392398 2002-02-01 171.05297128909902 2002-03-01 169.92819389901400 2002-04-01 168.73947132985600 2002-05-01 167.78266110073500 2002-06-01 166.45086002865102 2002-07-01 165.40893244277902 2002-08-01 164.49837485065902 2002-09-01 163.64261676873300 2002-10-01 162.16059602779900 2002-11-01 163.85516521162202 2002-12-01 161.97544982426600 2003-01-01 161.22790131393700 2003-02-01 160.10023886318600 2003-03-01 158.62207299157100 2003-04-01 157.89214055890800 2003-05-01 156.75764220897800 2003-06-01 155.82352030207701 2003-07-01 154.61352124667000 2003-08-01 154.82547739800000 2003-09-01 154.77043931449100 2003-10-01 154.07080888941600 2003-11-01 153.41324455489100 2003-12-01 154.03205418789900 2004-01-01 155.24043486282500 2004-02-01 154.51201239767100 2004-03-01 155.14727663060100 2004-04-01 154.56415490642098 2004-05-01 154.82732238724302 2004-06-01 155.41368440503800 2004-07-01 155.89277323012600 2004-08-01 156.56088953242000 2004-09-01 155.82918695568800 2004-10-01 157.88961666203400 2004-11-01 158.74857236712700 2004-12-01 159.45905584178900 2005-01-01 161.27065470889400 2005-02-01 161.77828515261700 2005-03-01 162.79548699624002 2005-04-01 163.49272131194900 2005-05-01 163.92611117673400 2005-06-01 164.58959000739400 2005-07-01 165.06246425145300 2005-08-01 165.48876636091200 2005-09-01 165.02471555684798 2005-10-01 166.75756579745400 2005-11-01 167.32243152911200 2005-12-01 168.01002691393998 2006-01-01 169.08078509447000 2006-02-01 169.82975442578500 2006-03-01 170.62370087101800 2006-04-01 172.17154866479100 2006-05-01 173.01103411268699 2006-06-01 173.57426151312401 2006-07-01 173.01954871115300 2006-08-01 174.19068819273102 2006-09-01 174.84179714086800 2006-10-01 175.46445559422200 2006-11-01 176.28596634089600 2006-12-01 177.12347068580900 2007-01-01 176.87897249303300 2007-02-01 177.54844778378200 2007-03-01 178.13336123941300 2007-04-01 178.30532662515202 2007-05-01 180.45915301797797 2007-06-01 181.66510770361697 2007-07-01 183.92349503802800 2007-08-01 185.05127491550500 2007-09-01 185.46996232196000 2007-10-01 185.96884804123798 2007-11-01 186.77236260282500 2007-12-01 187.11220103747300 2008-01-01 188.19178873586700 2008-02-01 188.70233203026700 2008-03-01 189.25673047740398 2008-04-01 189.12659080716202 2008-05-01 189.21553139834998 2008-06-01 188.97383271250400 2008-07-01 188.51675772357800 2008-08-01 188.43101314079800 2008-09-01 188.40037936284700 2008-10-01 187.50403998232602 2008-11-01 186.12872101681400 2008-12-01 184.85904409243400 2009-01-01 184.07655869541100 2009-02-01 182.61222132991200 2009-03-01 181.23139662566300 2009-04-01 180.02082944485400 2009-05-01 178.62427440134700 2009-06-01 177.67227005515500 2009-07-01 176.34288355999502 2009-08-01 175.75184414557498 2009-09-01 175.33504916846297 2009-10-01 176.95531605397900 2009-11-01 177.65994948477402 2009-12-01 176.68378711708598 2010-01-01 175.76043442058300 2010-02-01 175.94599639929700 2010-03-01 176.78093015303600 2010-04-01 176.93358672388598 2010-05-01 177.30338342332000 2010-06-01 178.21825631799400 2010-07-01 180.08162733952202 2010-08-01 179.27468497043500 2010-09-01 179.49102193073102 2010-10-01 179.68956948635503 2010-11-01 179.70525719780800 2010-12-01 180.70324160521900 2011-01-01 185.05336608725798 2011-02-01 185.57982763750500 2011-03-01 185.42936250696300 2011-04-01 187.26935269551998 2011-05-01 188.86854135263400 2011-06-01 189.78938832725600 2011-07-01 192.39495653847000 2011-08-01 193.67382020208100 2011-09-01 196.92798407866200 2011-10-01 197.10229371258498 2011-11-01 199.36522209323100 2011-12-01 200.39360384379500 2012-01-01 201.74102956180099 2012-02-01 202.95800898255300 2012-03-01 204.86275185555698 2012-04-01 208.09564025069900 2012-05-01 209.59322699202500 2012-06-01 212.98917295468300 2012-07-01 211.94581538561297 2012-08-01 213.09815269255200 2012-09-01 214.15595367547502 2012-10-01 215.45470710130200 2012-11-01 215.89154684477500 2012-12-01 216.64180086243698 2013-01-01 217.48007863402100 2013-02-01 219.00789932871700 2013-03-01 220.31586441575803 2013-04-01 221.40091423569697 2013-05-01 222.16765180232497 2013-06-01 223.86368763356900 2013-07-01 224.30861470372298 2013-08-01 225.89239755188703 2013-09-01 226.41059073181998 2013-10-01 227.65501061269500 2013-11-01 229.99471694451100 2013-12-01 231.94219219966400 2014-01-01 234.05176098677300 2014-02-01 235.04644422647300 2014-03-01 236.22091552345700 2014-04-01 236.44223571376202 2014-05-01 238.34930891690900 2014-06-01 238.55330062429798 2014-07-01 240.58823310705398 2014-08-01 242.05577757537498 2014-09-01 244.06188841098400 2014-10-01 245.48987461861600 2014-11-01 246.74721974848703 2014-12-01 249.45360283289200 2015-01-01 248.46986065820000 2015-02-01 249.54550521203203 2015-03-01 251.17543941083900 2015-04-01 252.95059126823503 2015-05-01 254.20215198906200 2015-06-01 254.90438774307400 2015-07-01 258.57819624594396 2015-08-01 259.99053833162700 2015-09-01 261.00276816618000 2015-10-01 262.73524896385300 2015-11-01 263.11679383986600 2015-12-01 264.28272011666900 2016-01-01 265.55278475304300 2016-02-01 266.66336990272800 2016-03-01 267.19549048574700 2016-04-01 267.71073279193600 2016-05-01 267.77085234696600 2016-06-01 268.25749449468400 2016-07-01 269.33574954280500 2016-08-01 268.34419065227900 2016-09-01 268.63585944354196 2016-10-01 268.19360339049200 2016-11-01 268.53337279357400 2016-12-01 268.13038783332600 2017-01-01 270.06432067693500 2017-02-01 270.66691185724800 2017-03-01 270.94837514480100 2017-04-01 271.14352133445100 2017-05-01 272.56536338598800 2017-06-01 273.60370219330700 2017-07-01 274.14300209719200 2017-08-01 274.44472484637300 2017-09-01 275.60130889632900 2017-10-01 275.81484827827900 2017-11-01 277.12353801433300 2017-12-01 278.03209374893700 2018-01-01 278.48347338191600 2018-02-01 279.07863066063300 2018-03-01 280.80292187613100 2018-04-01 281.83248423672404 2018-05-01 283.25642005525200 2018-06-01 284.42152500710600 2018-07-01 285.31038601082600 2018-08-01 287.07899490890800 2018-09-01 287.56751900116797 2018-10-01 289.47191738075200 2018-11-01 290.72013428074600 2018-12-01 290.96944401549200 2019-01-01 292.33261442608500 2019-02-01 292.90948999356600 2019-03-01 293.63323170424500 2019-04-01 295.19457466913500 2019-05-01 295.46992505699700 2019-06-01 296.27295452767300 2019-07-01 298.41892506118900 2019-08-01 299.50365161853296 2019-09-01 299.18189682050600 2019-10-01 299.94895188334000 2019-11-01 299.86005063569700 2019-12-01 298.85303207996200 2020-01-01 302.36432981806200 2020-02-01 301.41014185857900 2020-03-01 299.80975394598300 2020-04-01 284.43884966970700 2020-05-01 283.52776288178796 2020-06-01 282.84207882418600 2020-07-01 280.93364734189100 2020-08-01 279.34038352496600 2020-09-01 279.58869774033500 2020-10-01 278.23360231560200 2020-11-01 278.35566794658297 2020-12-01 279.24295225932600 2021-01-01 279.44452195277400 2021-02-01 280.01648365664600 2021-03-01 280.98002588167500 2021-04-01 280.92371858960900 2021-05-01 282.47732567241400 2021-06-01 282.45365904740800 2021-07-01 289.18277929418300 2021-08-01 290.46844161151100 2021-09-01 291.28115030014600 2021-10-01 299.46982634145803 2021-11-01 299.41059960173200 2021-12-01 302.11040481907900 2022-01-01 303.58283213279400 2022-02-01 305.12796815015900 2022-03-01 305.88181860699700 2022-04-01 309.99935126866404 2022-05-01 311.92647115037100 2022-06-01 312.53288240796800 2022-07-01 312.91054288330700 2022-08-01 312.72270821545300 2022-09-01 312.04504597077900 2022-10-01 310.79301301534000 2022-11-01 310.24462043142800 2022-12-01 307.90323806051100 2023-01-01 307.13711256895900 2023-02-01 305.54848718299600 2023-03-01 304.45619972777300 2023-04-01 302.62400560938100 2023-05-01 301.13586649461604 2023-06-01 299.83312780889304 2023-07-01 297.30967386337900 2023-08-01 296.24422886859800 2023-09-01 295.54006849209300 2023-10-01 296.49934099068700 2023-11-01 294.61670825529500 2023-12-01 294.65125081164600 2024-01-01 293.68444509876000 2024-02-01 294.04794985810000 2024-03-01 293.59069626882500