Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in San Francisco-Redwood City-South San Francisco, CA (MD)
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in San Francisco-Redwood City-South San Francisco, CA (MD) |
|---|---|
| Series ID | SMU06418846054120001SA |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 5:37 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 | 9.1345751811953110 |
| 1990-02-01 | 9.2197161625392300 |
| 1990-03-01 | 9.3048188163541400 |
| 1990-04-01 | 9.2722434619706500 |
| 1990-05-01 | 9.4060872027416980 |
| 1990-06-01 | 9.4222175068770000 |
| 1990-07-01 | 9.1744375936775380 |
| 1990-08-01 | 9.0786199924167500 |
| 1990-09-01 | 9.0457966078864090 |
| 1990-10-01 | 9.2132458184187400 |
| 1990-11-01 | 9.1935386587404300 |
| 1990-12-01 | 9.1141051787245100 |
| 1991-01-01 | 9.2523719290184200 |
| 1991-02-01 | 9.4195405573723490 |
| 1991-03-01 | 9.5897645098909710 |
| 1991-04-01 | 9.2537130626304700 |
| 1991-05-01 | 9.0839640877461700 |
| 1991-06-01 | 9.0121766429514800 |
| 1991-07-01 | 9.6901908532045400 |
| 1991-08-01 | 9.5821921005562610 |
| 1991-09-01 | 9.6666499569297400 |
| 1991-10-01 | 9.6300718404692880 |
| 1991-11-01 | 9.6115069663616800 |
| 1991-12-01 | 9.8186098310361900 |
| 1992-01-01 | 9.4810035142485100 |
| 1992-02-01 | 8.8819987293616090 |
| 1992-03-01 | 9.0246551411832310 |
| 1992-04-01 | 8.9271293375281800 |
| 1992-05-01 | 8.8519560662786700 |
| 1992-06-01 | 8.9177841272674700 |
| 1992-07-01 | 9.0533956197455300 |
| 1992-08-01 | 8.9352398371686600 |
| 1992-09-01 | 8.8479466946297700 |
| 1992-10-01 | 8.4220873713859700 |
| 1992-11-01 | 8.3996242802891690 |
| 1992-12-01 | 8.4110980684103610 |
| 1993-01-01 | 8.2491982843099820 |
| 1993-02-01 | 8.1646413128235500 |
| 1993-03-01 | 8.1696614990057900 |
| 1993-04-01 | 8.1230365745243300 |
| 1993-05-01 | 8.3101988214997100 |
| 1993-06-01 | 8.0914038869965200 |
| 1993-07-01 | 7.8962630664278490 |
| 1993-08-01 | 7.9842679364414500 |
| 1993-09-01 | 7.9258955167049900 |
| 1993-10-01 | 8.2498734674413700 |
| 1993-11-01 | 8.2155084266745700 |
| 1993-12-01 | 8.1976956757991600 |
| 1994-01-01 | 8.1861874869923200 |
| 1994-02-01 | 8.2973970640081300 |
| 1994-03-01 | 8.2509309350561400 |
| 1994-04-01 | 8.4512522260352690 |
| 1994-05-01 | 8.2723861033804410 |
| 1994-06-01 | 8.1874651824731700 |
| 1994-07-01 | 8.3124819713863500 |
| 1994-08-01 | 8.2957971734016120 |
| 1994-09-01 | 8.1515367342694700 |
| 1994-10-01 | 7.9529565560440990 |
| 1994-11-01 | 7.8198941148586900 |
| 1994-12-01 | 7.8748970955988600 |
| 1995-01-01 | 7.9109026499410000 |
| 1995-02-01 | 7.9566218846364410 |
| 1995-03-01 | 7.9612565614671100 |
| 1995-04-01 | 7.9537325172534000 |
| 1995-05-01 | 8.1491396151292900 |
| 1995-06-01 | 7.8614178027643000 |
| 1995-07-01 | 7.8986156862887690 |
| 1995-08-01 | 7.8891249344182700 |
| 1995-09-01 | 7.9613234197620795 |
| 1995-10-01 | 7.9552765149338300 |
| 1995-11-01 | 8.0367574807182300 |
| 1995-12-01 | 7.7464077382383705 |
| 1996-01-01 | 8.0114049512694500 |
| 1996-02-01 | 8.1779521571858890 |
| 1996-03-01 | 8.3357516783095800 |
| 1996-04-01 | 8.3219409495750210 |
| 1996-05-01 | 8.7494574135859100 |
| 1996-06-01 | 8.4641866703885000 |
| 1996-07-01 | 8.4175223059096800 |
| 1996-08-01 | 8.4234157556683500 |
| 1996-09-01 | 8.4961855786170590 |
| 1996-10-01 | 8.4536879979943400 |
| 1996-11-01 | 8.5500016443173500 |
| 1996-12-01 | 8.6090673179640700 |
| 1997-01-01 | 8.6893090580896700 |
| 1997-02-01 | 8.5823300656568210 |
| 1997-03-01 | 8.6227726057539900 |
| 1997-04-01 | 8.8153323915229100 |
| 1997-05-01 | 8.7729511884425900 |
| 1997-06-01 | 8.9569455306583290 |
| 1997-07-01 | 8.7149315850001710 |
| 1997-08-01 | 8.7412628038436500 |
| 1997-09-01 | 8.8123977558692400 |
| 1997-10-01 | 9.0590019322819900 |
| 1997-11-01 | 9.0649620117130390 |
| 1997-12-01 | 9.2796359503602210 |
| 1998-01-01 | 9.5515604446631000 |
| 1998-02-01 | 9.2609926126483200 |
| 1998-03-01 | 9.2913032557144820 |
| 1998-04-01 | 8.7523004207034900 |
| 1998-05-01 | 9.3050623022691500 |
| 1998-06-01 | 9.3457230824368400 |
| 1998-07-01 | 9.3203888796418500 |
| 1998-08-01 | 9.3634784941396310 |
| 1998-09-01 | 9.3525776070592800 |
| 1998-10-01 | 9.2450245837404610 |
| 1998-11-01 | 9.3737699252092880 |
| 1998-12-01 | 9.0842869605073900 |
| 1999-01-01 | 8.8439722399503100 |
| 1999-02-01 | 8.8676801490423300 |
| 1999-03-01 | 8.9168263599095600 |
| 1999-04-01 | 8.9648826215488920 |
| 1999-05-01 | 9.1268520018267500 |
| 1999-06-01 | 9.2242743858580810 |
| 1999-07-01 | 9.4092932091328500 |
| 1999-08-01 | 9.4626137315297700 |
| 1999-09-01 | 9.4712332203655000 |
| 1999-10-01 | 9.5575786628703410 |
| 1999-11-01 | 9.5914981067526800 |
| 1999-12-01 | 9.5043959609846700 |
| 2000-01-01 | 9.8067133379632500 |
| 2000-02-01 | 9.5072450438095900 |
| 2000-03-01 | 9.1838454665945600 |
| 2000-04-01 | 9.3419465069836000 |
| 2000-05-01 | 9.3427859063799400 |
| 2000-06-01 | 9.5261921592389500 |
| 2000-07-01 | 9.6104308642056000 |
| 2000-08-01 | 9.6691743513431100 |
| 2000-09-01 | 9.8083302790904600 |
| 2000-10-01 | 9.8834802387391300 |
| 2000-11-01 | 10.0165822186688000 |
| 2000-12-01 | 10.1318527760471000 |
| 2001-01-01 | 10.4760524018129000 |
| 2001-02-01 | 10.3258848618459000 |
| 2001-03-01 | 10.1805792710739010 |
| 2001-04-01 | 9.8928071410745000 |
| 2001-05-01 | 10.0641886890647000 |
| 2001-06-01 | 9.9416952200488200 |
| 2001-07-01 | 9.8175570555914000 |
| 2001-08-01 | 9.6816283721177300 |
| 2001-09-01 | 9.4003609408473000 |
| 2001-10-01 | 9.2935478480295190 |
| 2001-11-01 | 9.0961424558356000 |
| 2001-12-01 | 8.8650985805169000 |
| 2002-01-01 | 8.6968466986134200 |
| 2002-02-01 | 8.5939825724676300 |
| 2002-03-01 | 8.6689142879301500 |
| 2002-04-01 | 8.4503154494289300 |
| 2002-05-01 | 8.3428777644162600 |
| 2002-06-01 | 8.1168913756206900 |
| 2002-07-01 | 7.7529526087909010 |
| 2002-08-01 | 7.6077651292235900 |
| 2002-09-01 | 7.5280117452334805 |
| 2002-10-01 | 6.9294144692924200 |
| 2002-11-01 | 7.2307999187327505 |
| 2002-12-01 | 7.1741859424675500 |
| 2003-01-01 | 7.2284672707147010 |
| 2003-02-01 | 7.1700563938290000 |
| 2003-03-01 | 7.1756794421107010 |
| 2003-04-01 | 7.1173965658228800 |
| 2003-05-01 | 7.0261938172416990 |
| 2003-06-01 | 7.0028840597978900 |
| 2003-07-01 | 6.9265296250875590 |
| 2003-08-01 | 6.9936547153022000 |
| 2003-09-01 | 6.8872535045326100 |
| 2003-10-01 | 6.7266159764972100 |
| 2003-11-01 | 6.9062859458188600 |
| 2003-12-01 | 6.9613328680771400 |
| 2004-01-01 | 6.9436378344983400 |
| 2004-02-01 | 6.9876057858008600 |
| 2004-03-01 | 6.8142684904428900 |
| 2004-04-01 | 6.7385077102639800 |
| 2004-05-01 | 6.7322277972176500 |
| 2004-06-01 | 6.7090318351509595 |
| 2004-07-01 | 6.9182749621223200 |
| 2004-08-01 | 6.8892394005074500 |
| 2004-09-01 | 6.9796817142172305 |
| 2004-10-01 | 6.9227457833333800 |
| 2004-11-01 | 6.9816126208632510 |
| 2004-12-01 | 6.9418993909850700 |
| 2005-01-01 | 7.0548732677496100 |
| 2005-02-01 | 7.1929947821888100 |
| 2005-03-01 | 7.1154881812155200 |
| 2005-04-01 | 7.2206702585443905 |
| 2005-05-01 | 7.0514439591584805 |
| 2005-06-01 | 7.2348557057743100 |
| 2005-07-01 | 7.3186126782981390 |
| 2005-08-01 | 7.4041927098030590 |
| 2005-09-01 | 7.4868912078833600 |
| 2005-10-01 | 7.6264574873674000 |
| 2005-11-01 | 7.7702614907046700 |
| 2005-12-01 | 7.9122848544535100 |
| 2006-01-01 | 7.9528274003041510 |
| 2006-02-01 | 8.1545852672849600 |
| 2006-03-01 | 8.3594417885804900 |
| 2006-04-01 | 8.6551641490992300 |
| 2006-05-01 | 8.9067701280957800 |
| 2006-06-01 | 9.0015630102755910 |
| 2006-07-01 | 8.9561260648562900 |
| 2006-08-01 | 8.9470173514993690 |
| 2006-09-01 | 9.1534593643864600 |
| 2006-10-01 | 9.0381350108788110 |
| 2006-11-01 | 9.0624194782863400 |
| 2006-12-01 | 9.1796541273097400 |
| 2007-01-01 | 8.9446693208376990 |
| 2007-02-01 | 8.9344828442529210 |
| 2007-03-01 | 8.9457372029671500 |
| 2007-04-01 | 8.8700930428041500 |
| 2007-05-01 | 8.9197431942759700 |
| 2007-06-01 | 9.0028468642601000 |
| 2007-07-01 | 9.1564691837761000 |
| 2007-08-01 | 9.1326391585589400 |
| 2007-09-01 | 9.1604529408151700 |
| 2007-10-01 | 9.2119697826028900 |
| 2007-11-01 | 9.2465663303691790 |
| 2007-12-01 | 9.1781222163324900 |
| 2008-01-01 | 9.3327449319373000 |
| 2008-02-01 | 9.3251406104151900 |
| 2008-03-01 | 9.1483940929326300 |
| 2008-04-01 | 9.3629500921823500 |
| 2008-05-01 | 9.4492424052950610 |
| 2008-06-01 | 9.4270297267526180 |
| 2008-07-01 | 9.3578441152137800 |
| 2008-08-01 | 9.5151153815813100 |
| 2008-09-01 | 9.3814870402742390 |
| 2008-10-01 | 9.4869399330061600 |
| 2008-11-01 | 9.4385652648493820 |
| 2008-12-01 | 9.4920416191614500 |
| 2009-01-01 | 9.3151335290176310 |
| 2009-02-01 | 9.3352354354755100 |
| 2009-03-01 | 9.2562086326826500 |
| 2009-04-01 | 9.0911488869496100 |
| 2009-05-01 | 9.0484189023757700 |
| 2009-06-01 | 8.9243051474901790 |
| 2009-07-01 | 8.8426349459288600 |
| 2009-08-01 | 8.7463123004074210 |
| 2009-09-01 | 8.7667199775702600 |
| 2009-10-01 | 8.7422261908740400 |
| 2009-11-01 | 8.8289821161599810 |
| 2009-12-01 | 8.8334852384794810 |
| 2010-01-01 | 8.8198158819638100 |
| 2010-02-01 | 8.6638211801054200 |
| 2010-03-01 | 8.6997253460901000 |
| 2010-04-01 | 8.1538775106319200 |
| 2010-05-01 | 8.0194276358522600 |
| 2010-06-01 | 8.1114405173620200 |
| 2010-07-01 | 8.1249106895217890 |
| 2010-08-01 | 7.9828936875245295 |
| 2010-09-01 | 7.9343781025871600 |
| 2010-10-01 | 7.9035584351792500 |
| 2010-11-01 | 7.8096435031458600 |
| 2010-12-01 | 7.7699427563362900 |
| 2011-01-01 | 7.9461162932814595 |
| 2011-02-01 | 8.0018926975736290 |
| 2011-03-01 | 7.9561309832994995 |
| 2011-04-01 | 8.0713103259578100 |
| 2011-05-01 | 7.9039932571169810 |
| 2011-06-01 | 8.1209088403467200 |
| 2011-07-01 | 8.4416310373832600 |
| 2011-08-01 | 8.3442445295953610 |
| 2011-09-01 | 8.5524076900469900 |
| 2011-10-01 | 8.5823265114394100 |
| 2011-11-01 | 8.7210008098541000 |
| 2011-12-01 | 8.7965130884718390 |
| 2012-01-01 | 8.8479858126808590 |
| 2012-02-01 | 8.8630016701079000 |
| 2012-03-01 | 9.0140566317896890 |
| 2012-04-01 | 9.1439265132735000 |
| 2012-05-01 | 9.2173135742293500 |
| 2012-06-01 | 9.5881283237586300 |
| 2012-07-01 | 9.2703894112715900 |
| 2012-08-01 | 9.4216203676593200 |
| 2012-09-01 | 9.1626520228701410 |
| 2012-10-01 | 9.5550090554636500 |
| 2012-11-01 | 9.3092840211196600 |
| 2012-12-01 | 9.3235741023989800 |
| 2013-01-01 | 9.3570849819179400 |
| 2013-02-01 | 9.7318698962549100 |
| 2013-03-01 | 9.7075427740164100 |
| 2013-04-01 | 9.6684432147264200 |
| 2013-05-01 | 9.7101848915630190 |
| 2013-06-01 | 9.6863000081674710 |
| 2013-07-01 | 9.6878967318418100 |
| 2013-08-01 | 9.6850557944050290 |
| 2013-09-01 | 9.6715459189292400 |
| 2013-10-01 | 9.7100183721570000 |
| 2013-11-01 | 9.7804479287638900 |
| 2013-12-01 | 9.9499187125043500 |
| 2014-01-01 | 9.7761798847746190 |
| 2014-02-01 | 9.8288972111045700 |
| 2014-03-01 | 9.9288175483893800 |
| 2014-04-01 | 10.0269362873662000 |
| 2014-05-01 | 10.2128511672168010 |
| 2014-06-01 | 10.1879520605203010 |
| 2014-07-01 | 10.3015787986111000 |
| 2014-08-01 | 10.5684185572938020 |
| 2014-09-01 | 10.7000842583344990 |
| 2014-10-01 | 10.6617790703369020 |
| 2014-11-01 | 10.6295253348981000 |
| 2014-12-01 | 10.7696028642535000 |
| 2015-01-01 | 10.8938775064083000 |
| 2015-02-01 | 10.7903784325870990 |
| 2015-03-01 | 10.9312136723748000 |
| 2015-04-01 | 10.9743552337352000 |
| 2015-05-01 | 10.9215145698284000 |
| 2015-06-01 | 10.8844930878188020 |
| 2015-07-01 | 11.7193327593013000 |
| 2015-08-01 | 11.6601862090249020 |
| 2015-09-01 | 11.7233114016846000 |
| 2015-10-01 | 12.1079054547697000 |
| 2015-11-01 | 11.9805806382726000 |
| 2015-12-01 | 11.9965446639290000 |
| 2016-01-01 | 12.3182224973288000 |
| 2016-02-01 | 12.3258848794732000 |
| 2016-03-01 | 12.2286788148823000 |
| 2016-04-01 | 12.3147229463473000 |
| 2016-05-01 | 12.3388629634470990 |
| 2016-06-01 | 12.6096746406565000 |
| 2016-07-01 | 12.7982179960120010 |
| 2016-08-01 | 12.4616390681304000 |
| 2016-09-01 | 12.4295890793251990 |
| 2016-10-01 | 12.3839633232750990 |
| 2016-11-01 | 12.3290186704949000 |
| 2016-12-01 | 12.1194180771371000 |
| 2017-01-01 | 11.9725470643269020 |
| 2017-02-01 | 11.9523687319362000 |
| 2017-03-01 | 11.8950039319779020 |
| 2017-04-01 | 11.6834860066927000 |
| 2017-05-01 | 11.6986316288818000 |
| 2017-06-01 | 11.8405834006403020 |
| 2017-07-01 | 11.8073243109980020 |
| 2017-08-01 | 12.0667448389704000 |
| 2017-09-01 | 11.9987786393972000 |
| 2017-10-01 | 12.1908271142909000 |
| 2017-11-01 | 12.2132132253340000 |
| 2017-12-01 | 12.1334141833586000 |
| 2018-01-01 | 12.1203100664232000 |
| 2018-02-01 | 11.8812708825725010 |
| 2018-03-01 | 12.2271372508357000 |
| 2018-04-01 | 12.6030879698129000 |
| 2018-05-01 | 12.4694079197025990 |
| 2018-06-01 | 12.2902999741280000 |
| 2018-07-01 | 12.3361388421948010 |
| 2018-08-01 | 12.9978970021943000 |
| 2018-09-01 | 12.3959457339666980 |
| 2018-10-01 | 12.5193162935414000 |
| 2018-11-01 | 12.5165343749336000 |
| 2018-12-01 | 12.7396606995628000 |
| 2019-01-01 | 12.7602342722898000 |
| 2019-02-01 | 13.0823658938478020 |
| 2019-03-01 | 12.8532020138647000 |
| 2019-04-01 | 12.7083262833731980 |
| 2019-05-01 | 12.2209873425030990 |
| 2019-06-01 | 12.6181300691729000 |
| 2019-07-01 | 12.7537597318832000 |
| 2019-08-01 | 13.2367138808680980 |
| 2019-09-01 | 13.2041452969958030 |
| 2019-10-01 | 12.6679461484850010 |
| 2019-11-01 | 12.8631813875803010 |
| 2019-12-01 | 12.6148531644265010 |
| 2020-01-01 | 12.6585518250892000 |
| 2020-02-01 | 13.1612081539969000 |
| 2020-03-01 | 13.1818910486067000 |
| 2020-04-01 | 11.6146269775224000 |
| 2020-05-01 | 11.6939583659121000 |
| 2020-06-01 | 11.6111194482655000 |
| 2020-07-01 | 11.7770576431828000 |
| 2020-08-01 | 11.6532747865380000 |
| 2020-09-01 | 11.6514406893913000 |
| 2020-10-01 | 11.7201316287073020 |
| 2020-11-01 | 11.7122547908291010 |
| 2020-12-01 | 11.8832469623936000 |
| 2021-01-01 | 12.0536271316735010 |
| 2021-02-01 | 11.8589426875159010 |
| 2021-03-01 | 11.9364873769619010 |
| 2021-04-01 | 12.1946803187607000 |
| 2021-05-01 | 12.6006602055590980 |
| 2021-06-01 | 12.6231947208345990 |
| 2021-07-01 | 13.6932001439095000 |
| 2021-08-01 | 13.7160937079849000 |
| 2021-09-01 | 14.1378883035056990 |
| 2021-10-01 | 15.1793920659699020 |
| 2021-11-01 | 14.4780058255438020 |
| 2021-12-01 | 14.5658345883373000 |
| 2022-01-01 | 13.1422725366005990 |
| 2022-02-01 | 12.9701068787359000 |
| 2022-03-01 | 13.2244386130676010 |
| 2022-04-01 | 14.5498561439083000 |
| 2022-05-01 | 14.4274017297866980 |
| 2022-06-01 | 14.6311798765004000 |
| 2022-07-01 | 14.6398419538158020 |
| 2022-08-01 | 14.6464677437098000 |
| 2022-09-01 | 14.8810886231749000 |
| 2022-10-01 | 14.2062171464358000 |
| 2022-11-01 | 14.3168102087216000 |
| 2022-12-01 | 14.4376119848234000 |
| 2023-01-01 | 13.4450493109547990 |
| 2023-02-01 | 13.2787242309255000 |
| 2023-03-01 | 13.3228933332077000 |
| 2023-04-01 | 13.4661861308650990 |
| 2023-05-01 | 13.4328739273896980 |
| 2023-06-01 | 13.6860682954157000 |
| 2023-07-01 | 13.2291377181761000 |
| 2023-08-01 | 14.0338851095065990 |
| 2023-09-01 | 13.6630707110770990 |
| 2023-10-01 | 13.8219717427931000 |
| 2023-11-01 | 13.8443342764750010 |
| 2023-12-01 | 14.0185786218405980 |
| 2024-01-01 | 13.8434252888531000 |
| 2024-02-01 | 14.1592786950687000 |
| 2024-03-01 | 14.1013868839598010 |
| 2024-04-01 | 13.9555366988649000 |
| 2024-05-01 | 14.0502269079660990 |
| 2024-06-01 | 13.9627504619148990 |
| 2024-07-01 | 14.1144175309145000 |
| 2024-08-01 | 13.9171338732885000 |
| 2024-09-01 | 13.9901232709549000 |
