Title: All Employees: Professional and Business Services in Sacramento--Roseville--Arden-Arcade, CA (MSA) Series ID: SACR906PBSV 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 6:58 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/SACR906PBSVN). 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 53.930227712369200 1990-02-01 54.036385336064400 1990-03-01 54.281887025206500 1990-04-01 54.435127415087500 1990-05-01 55.078194348777500 1990-06-01 55.190058102548200 1990-07-01 55.044768205757800 1990-08-01 56.156367750385400 1990-09-01 56.050326060944300 1990-10-01 56.615449320183295 1990-11-01 57.563472080600400 1990-12-01 58.408125961805710 1991-01-01 62.393243091708100 1991-02-01 62.546210505203000 1991-03-01 62.738276861559500 1991-04-01 62.543172137555400 1991-05-01 62.823711619718104 1991-06-01 63.009137096077005 1991-07-01 63.509654351264000 1991-08-01 63.651791154487500 1991-09-01 64.181649286874000 1991-10-01 64.407362399001800 1991-11-01 64.243132179362700 1991-12-01 64.211396208735400 1992-01-01 63.065302331231790 1992-02-01 62.962854532588200 1992-03-01 63.059606663979395 1992-04-01 63.164464787970710 1992-05-01 62.995214312794200 1992-06-01 63.262322712958095 1992-07-01 62.572924735328800 1992-08-01 62.342435737872800 1992-09-01 63.087802135332005 1992-10-01 62.862549501437600 1992-11-01 62.679218111845600 1992-12-01 63.105099856250300 1993-01-01 63.854576597604900 1993-02-01 64.287045824671200 1993-03-01 64.289199377483600 1993-04-01 64.584862144438700 1993-05-01 64.531758405785710 1993-06-01 64.685154819130000 1993-07-01 65.621398267965200 1993-08-01 65.581503142149400 1993-09-01 65.763910991838290 1993-10-01 66.024578370980400 1993-11-01 66.194686922358200 1993-12-01 66.995459817699800 1994-01-01 67.235758114533800 1994-02-01 67.907015604264100 1994-03-01 68.745576671522600 1994-04-01 69.429633955057710 1994-05-01 69.780390851323390 1994-06-01 70.412738473415500 1994-07-01 71.370354084705800 1994-08-01 72.095340848991600 1994-09-01 72.421464748209500 1994-10-01 73.181940309209080 1994-11-01 74.398260545630210 1994-12-01 74.125887992913800 1995-01-01 74.848610493264000 1995-02-01 75.447078525085090 1995-03-01 76.223771342352000 1995-04-01 77.239263849184710 1995-05-01 78.019052440834090 1995-06-01 79.224673499290200 1995-07-01 77.103441518630290 1995-08-01 78.916512199471900 1995-09-01 79.905720389604500 1995-10-01 79.340750208838300 1995-11-01 79.956683611449500 1995-12-01 78.610315840645910 1996-01-01 81.201076080690300 1996-02-01 81.875522430209290 1996-03-01 82.376538243514400 1996-04-01 78.663293170691200 1996-05-01 80.098837706355410 1996-06-01 80.332312851035700 1996-07-01 81.061897379697410 1996-08-01 83.013163903531300 1996-09-01 82.931779448935400 1996-10-01 83.249826704531100 1996-11-01 83.742210026578090 1996-12-01 83.423611235614090 1997-01-01 85.052436145285410 1997-02-01 85.194213772691300 1997-03-01 85.581879487817090 1997-04-01 83.904364419324710 1997-05-01 84.006575747740800 1997-06-01 84.881791879062090 1997-07-01 85.442218926702600 1997-08-01 86.408681193487210 1997-09-01 87.411252545989500 1997-10-01 88.858875723478000 1997-11-01 89.857453694433000 1997-12-01 91.248259465189210 1998-01-01 92.500747199015900 1998-02-01 92.990516294838910 1998-03-01 92.860117789888700 1998-04-01 93.312273408624300 1998-05-01 94.477810826011600 1998-06-01 94.694938961854200 1998-07-01 94.704462337715300 1998-08-01 95.298852732868500 1998-09-01 96.167568546762600 1998-10-01 96.995414050195200 1998-11-01 97.944085531541000 1998-12-01 98.679105407231600 1999-01-01 98.590740672088590 1999-02-01 99.086907882419410 1999-03-01 100.115967968750000 1999-04-01 100.996082039920990 1999-05-01 101.006794479095000 1999-06-01 102.094453981003000 1999-07-01 103.404139356618000 1999-08-01 103.349676112332990 1999-09-01 103.828201288458000 1999-10-01 104.717524630897000 1999-11-01 104.332310513416000 1999-12-01 104.810440190522000 2000-01-01 105.095940331963000 2000-02-01 105.900716640167000 2000-03-01 107.048388864344000 2000-04-01 107.938395114386990 2000-05-01 108.310561839034010 2000-06-01 109.490087232556990 2000-07-01 108.779825389021000 2000-08-01 109.549156900209010 2000-09-01 109.699406132205010 2000-10-01 109.472662962751000 2000-11-01 109.930852696563000 2000-12-01 110.008558173898000 2001-01-01 106.754488966064000 2001-02-01 106.803993451521000 2001-03-01 106.785751434411000 2001-04-01 105.173909043803010 2001-05-01 105.397828651697010 2001-06-01 104.538909129687000 2001-07-01 104.901183464812000 2001-08-01 104.132925490100990 2001-09-01 102.775779788468000 2001-10-01 102.050783604486010 2001-11-01 101.687561778926000 2001-12-01 101.601199949690000 2002-01-01 100.252456021484000 2002-02-01 100.572869910795000 2002-03-01 102.119102248069990 2002-04-01 100.504593114335010 2002-05-01 100.502887714808010 2002-06-01 101.138461068250010 2002-07-01 101.778596462570000 2002-08-01 101.474198300586000 2002-09-01 102.372765773673000 2002-10-01 100.837472714633010 2002-11-01 100.787302853523000 2002-12-01 100.702790480435010 2003-01-01 101.225103996237000 2003-02-01 100.968368056805990 2003-03-01 100.523507309936010 2003-04-01 100.265962226658000 2003-05-01 100.345716151268010 2003-06-01 100.270340560640000 2003-07-01 99.705154519879700 2003-08-01 100.046827990627010 2003-09-01 100.909655924067990 2003-10-01 100.403052704622000 2003-11-01 101.505770669881000 2003-12-01 101.421027435431000 2004-01-01 101.688495258044000 2004-02-01 101.696211888771000 2004-03-01 101.948589760178000 2004-04-01 103.045661532966990 2004-05-01 102.976878751288000 2004-06-01 102.644422984095000 2004-07-01 103.201816268251000 2004-08-01 103.373908474722000 2004-09-01 103.515303118785000 2004-10-01 104.380264767042010 2004-11-01 103.832663444861000 2004-12-01 104.249132908102000 2005-01-01 105.171616048776000 2005-02-01 105.883689818843000 2005-03-01 106.728972614013000 2005-04-01 107.663375612001000 2005-05-01 107.952217033155010 2005-06-01 108.885192813696990 2005-07-01 108.980026363857990 2005-08-01 108.925536621453000 2005-09-01 109.277999073596990 2005-10-01 110.047593108876000 2005-11-01 110.797372849168000 2005-12-01 111.614528560987000 2006-01-01 112.577765711558000 2006-02-01 112.840554775513000 2006-03-01 112.726659525021990 2006-04-01 111.655557044101020 2006-05-01 112.608620075379010 2006-06-01 112.918369823082000 2006-07-01 112.183621978162990 2006-08-01 112.479532836744000 2006-09-01 112.315501690912000 2006-10-01 112.318098443223000 2006-11-01 112.260793532437000 2006-12-01 112.079352634384990 2007-01-01 110.194649163043990 2007-02-01 110.818530812165000 2007-03-01 111.337068055722010 2007-04-01 111.514036826735000 2007-05-01 111.688941737122010 2007-06-01 111.955860311209000 2007-07-01 112.519696982782990 2007-08-01 112.775694022618990 2007-09-01 112.792498950835000 2007-10-01 112.412994241555000 2007-11-01 112.484309262539000 2007-12-01 113.290062345152000 2008-01-01 111.702869069134010 2008-02-01 112.022296316914010 2008-03-01 111.600328089687990 2008-04-01 111.588512177324000 2008-05-01 111.357597990910000 2008-06-01 110.040261960605000 2008-07-01 109.127515084168000 2008-08-01 108.825544616262000 2008-09-01 108.917979049759010 2008-10-01 108.676262333915000 2008-11-01 107.811055416529000 2008-12-01 107.696843071965000 2009-01-01 105.507324700422000 2009-02-01 103.803777742651010 2009-03-01 103.018175443205000 2009-04-01 101.624925134618000 2009-05-01 100.446648567383990 2009-06-01 99.916019640527810 2009-07-01 100.293110429539000 2009-08-01 99.846264715152590 2009-09-01 99.078808487122500 2009-10-01 99.372240437902000 2009-11-01 99.274708609703710 2009-12-01 99.571528752037410 2010-01-01 100.492951412429010 2010-02-01 101.012361729431000 2010-03-01 101.639859941078000 2010-04-01 101.972915373400000 2010-05-01 102.080152831275000 2010-06-01 102.688823462253000 2010-07-01 102.617085489557000 2010-08-01 102.374477793523010 2010-09-01 102.501696673307000 2010-10-01 102.523354149912000 2010-11-01 102.193974815683000 2010-12-01 102.146604006615010 2011-01-01 102.075640762689000 2011-02-01 102.631720139222000 2011-03-01 102.304520763659000 2011-04-01 103.187555392173990 2011-05-01 103.234595693958000 2011-06-01 102.868144274953990 2011-07-01 104.264950857574010 2011-08-01 105.078353892913000 2011-09-01 105.415917598639000 2011-10-01 105.430629543600000 2011-11-01 106.142382863027000 2011-12-01 106.596839406317000 2012-01-01 105.666506695802000 2012-02-01 106.714852856287000 2012-03-01 106.727112599109990 2012-04-01 110.449922137754000 2012-05-01 111.912008883052990 2012-06-01 112.585090344284000 2012-07-01 112.999053899847000 2012-08-01 112.931219466313000 2012-09-01 111.529823685380000 2012-10-01 112.731995260213000 2012-11-01 112.987324002979000 2012-12-01 112.557037725261990 2013-01-01 114.145246703982000 2013-02-01 114.220986712052000 2013-03-01 113.917042496566010 2013-04-01 113.282540625537000 2013-05-01 113.285964173925990 2013-06-01 113.778100540955010 2013-07-01 113.010878796702000 2013-08-01 114.036293687524000 2013-09-01 115.338698243786000 2013-10-01 115.853092332759990 2013-11-01 116.359992478456010 2013-12-01 116.196813095433000 2014-01-01 116.358731996324990 2014-02-01 117.040229631568000 2014-03-01 117.910278950098000 2014-04-01 118.300012005582000 2014-05-01 118.497209133166010 2014-06-01 118.406733192785000 2014-07-01 117.862478877257000 2014-08-01 118.140941206096000 2014-09-01 119.026595706513000 2014-10-01 117.651555551180990 2014-11-01 118.561193457409000 2014-12-01 118.942837934033000 2015-01-01 118.686607918146000 2015-02-01 117.966279447891010 2015-03-01 118.512873586728000 2015-04-01 118.771264382907000 2015-05-01 118.759190627191000 2015-06-01 119.039855325069010 2015-07-01 121.138284652052010 2015-08-01 121.103678024894010 2015-09-01 120.934648730173000 2015-10-01 121.397741793050000 2015-11-01 121.605566978012000 2015-12-01 122.633913398354000 2016-01-01 125.652003175262000 2016-02-01 126.265461677343010 2016-03-01 125.764207249051990 2016-04-01 127.948269386582000 2016-05-01 127.861126002070010 2016-06-01 127.967442636751000 2016-07-01 129.174201486450020 2016-08-01 129.686479433454000 2016-09-01 129.594979943435000 2016-10-01 130.482363321326000 2016-11-01 130.525943501338000 2016-12-01 131.210042711183000 2017-01-01 130.946863386085000 2017-02-01 131.202900988831000 2017-03-01 131.847915627457000 2017-04-01 131.283679154017000 2017-05-01 132.176454279019000 2017-06-01 132.782094759670000 2017-07-01 132.429922792884000 2017-08-01 132.056832872091000 2017-09-01 132.360091056029000 2017-10-01 132.998034145201000 2017-11-01 134.214794846901000 2017-12-01 134.098727643876000 2018-01-01 133.981919619855000 2018-02-01 134.356503573577020 2018-03-01 134.822946862211000 2018-04-01 135.825807247960000 2018-05-01 136.374391370274000 2018-06-01 136.152690507618020 2018-07-01 135.878750560935000 2018-08-01 136.675286449455000 2018-09-01 137.469169056245000 2018-10-01 136.865198287525000 2018-11-01 136.465621233787000 2018-12-01 136.242881533794990 2019-01-01 136.857042325120000 2019-02-01 136.515102026960000 2019-03-01 136.524563645870980 2019-04-01 136.490278141513980 2019-05-01 136.995910275560000 2019-06-01 137.258236105655020 2019-07-01 137.425599271294000 2019-08-01 138.026608154527000 2019-09-01 137.932819658920000 2019-10-01 137.387608067762000 2019-11-01 137.508554527977000 2019-12-01 137.446455506030020 2020-01-01 138.724277750775000 2020-02-01 138.828158207976000 2020-03-01 138.357192574450000 2020-04-01 125.865576158080000 2020-05-01 126.208096183247000 2020-06-01 128.187178452521000 2020-07-01 129.307475894152000 2020-08-01 130.208993471791980 2020-09-01 131.047503532897000 2020-10-01 134.312425148050000 2020-11-01 134.716703757520000 2020-12-01 135.831850654245000 2021-01-01 135.815202465523000 2021-02-01 136.645957853658020 2021-03-01 137.609258236898000 2021-04-01 137.801434842219000 2021-05-01 137.320622806565000 2021-06-01 136.020701438250000 2021-07-01 137.096310700351000 2021-08-01 136.742665132801000 2021-09-01 135.994656527860000 2021-10-01 138.200290298784000 2021-11-01 138.033617503796000 2021-12-01 138.518854314633020 2022-01-01 137.422856387432000 2022-02-01 138.488962791405000 2022-03-01 138.865127460048000 2022-04-01 140.382374346920000 2022-05-01 140.283300621598000 2022-06-01 139.723161909622000 2022-07-01 141.091136848918980 2022-08-01 141.196035170850000 2022-09-01 140.973479648038000 2022-10-01 139.938485196168980 2022-11-01 139.199807403190000 2022-12-01 138.275173136139000 2023-01-01 137.617785311131000 2023-02-01 136.478181105976000 2023-03-01 135.673648309929000 2023-04-01 134.585625807160000 2023-05-01 134.722406124405000 2023-06-01 134.135845236532000 2023-07-01 133.482334308823000 2023-08-01 132.963796548844000 2023-09-01 132.839099819454000 2023-10-01 132.876363887572000 2023-11-01 133.437825237378000 2023-12-01 134.415067131292000 2024-01-01 135.664339993019000 2024-02-01 136.268513616420000 2024-03-01 137.033906236920000