Title: All Employees: Professional and Business Services in San Diego-Carlsbad, CA (MSA) Series ID: SAND706PBSV 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 2024-02-01 Last Updated: 2024-03-23 6:06 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/SAND706PBSVN). 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 1990-01-01 123.45725139130700 1990-02-01 124.27759756768600 1990-03-01 125.47557941758801 1990-04-01 126.52638887073799 1990-05-01 127.49199693633000 1990-06-01 127.35404546532900 1990-07-01 125.95692098453300 1990-08-01 126.69688907779800 1990-09-01 126.75023745144800 1990-10-01 126.53814958376600 1990-11-01 126.89747211015200 1990-12-01 127.25733817804701 1991-01-01 126.04578341619700 1991-02-01 125.83429559396500 1991-03-01 124.91896740851400 1991-04-01 125.33785625760900 1991-05-01 124.62594280319100 1991-06-01 123.78845514742700 1991-07-01 124.68210712070500 1991-08-01 124.82009118807801 1991-09-01 124.78979185099300 1991-10-01 124.30505513936300 1991-11-01 123.95365951008499 1991-12-01 123.44257915306700 1992-01-01 123.51192764330500 1992-02-01 123.32136590277901 1992-03-01 123.73024177101300 1992-04-01 124.33213437921800 1992-05-01 124.33292727212100 1992-06-01 124.48634148536400 1992-07-01 125.89829870377399 1992-08-01 125.09531044829500 1992-09-01 126.53424816204500 1992-10-01 128.09633423278402 1992-11-01 128.41796137083400 1992-12-01 127.61138565314200 1993-01-01 130.45729020547100 1993-02-01 129.96159667223700 1993-03-01 130.43508200990000 1993-04-01 129.10720491892098 1993-05-01 129.78871534720900 1993-06-01 129.99636064306500 1993-07-01 128.66593647659900 1993-08-01 129.40221519120600 1993-09-01 129.79352630480102 1993-10-01 129.70458289914498 1993-11-01 130.12356019977900 1993-12-01 130.41698950488300 1994-01-01 130.69960038711100 1994-02-01 132.33133739422100 1994-03-01 133.68935462704800 1994-04-01 132.77814511630700 1994-05-01 132.68540021550300 1994-06-01 132.80501602474502 1994-07-01 132.52024988716698 1994-08-01 132.84990058831600 1994-09-01 133.42492855889700 1994-10-01 133.80584768730802 1994-11-01 134.19970151397600 1994-12-01 134.63204360841100 1995-01-01 134.19622608004000 1995-02-01 136.36610950399600 1995-03-01 136.62348958262500 1995-04-01 137.21896914983700 1995-05-01 137.99757853576000 1995-06-01 138.83936455887900 1995-07-01 138.88102284679002 1995-08-01 139.68354744641400 1995-09-01 139.87570767415600 1995-10-01 140.21541477513600 1995-11-01 141.56063526170098 1995-12-01 142.08776748715400 1996-01-01 142.39813378346900 1996-02-01 142.98483554622200 1996-03-01 144.06108286191700 1996-04-01 144.63920895035000 1996-05-01 146.33490784082600 1996-06-01 147.11989584931900 1996-07-01 148.93193580488898 1996-08-01 149.48291397336100 1996-09-01 149.82600745211000 1996-10-01 150.38834099624000 1996-11-01 150.97199771311300 1996-12-01 151.34172383088600 1997-01-01 153.38829830579598 1997-02-01 154.59157047374600 1997-03-01 155.47439034059602 1997-04-01 157.71119057434000 1997-05-01 158.81447871161600 1997-06-01 159.05513294133000 1997-07-01 160.98532184936900 1997-08-01 162.54790408012500 1997-09-01 163.01716258823800 1997-10-01 164.77063217462400 1997-11-01 165.76200945451500 1997-12-01 166.52648147087700 1998-01-01 173.05539927612900 1998-02-01 174.23811366779498 1998-03-01 174.33395339421100 1998-04-01 176.56195277977199 1998-05-01 177.59089026557300 1998-06-01 178.98867320185903 1998-07-01 178.94203907666900 1998-08-01 180.09418084274398 1998-09-01 182.52525941176498 1998-10-01 184.73921701140500 1998-11-01 185.20301258562700 1998-12-01 187.10686193719798 1999-01-01 184.36191672337299 1999-02-01 185.18742175782398 1999-03-01 186.43003318639302 1999-04-01 188.73827123024103 1999-05-01 189.11326628933998 1999-06-01 190.62397723085000 1999-07-01 193.00210082080397 1999-08-01 193.36353569679298 1999-09-01 194.20361456612702 1999-10-01 192.82083948162300 1999-11-01 193.07390699801900 1999-12-01 193.96882659700500 2000-01-01 194.42157373109500 2000-02-01 194.49689792090402 2000-03-01 196.88213362131000 2000-04-01 195.37386612669700 2000-05-01 196.50224914032398 2000-06-01 198.04762875256400 2000-07-01 199.91682343811698 2000-08-01 201.32528260437599 2000-09-01 202.79712978886903 2000-10-01 202.89752315229400 2000-11-01 203.05538162050098 2000-12-01 203.66841481304900 2001-01-01 201.65267347308998 2001-02-01 201.95241011498200 2001-03-01 201.86137214035801 2001-04-01 201.19610757989201 2001-05-01 201.81753027998698 2001-06-01 201.47105764542198 2001-07-01 199.75611862256300 2001-08-01 199.91540809328603 2001-09-01 200.13440900439800 2001-10-01 201.14012603234002 2001-11-01 202.29802008442200 2001-12-01 201.62425993048000 2002-01-01 203.28482927688400 2002-02-01 204.21397589622500 2002-03-01 204.35958386415000 2002-04-01 203.66785900281897 2002-05-01 204.17151036921400 2002-06-01 204.46799467142898 2002-07-01 203.99939775051600 2002-08-01 204.51218237172300 2002-09-01 204.15301320988098 2002-10-01 204.99776632091300 2002-11-01 205.43066350259400 2002-12-01 205.65910808151298 2003-01-01 204.58843273225497 2003-02-01 204.91710155173402 2003-03-01 204.02774036133098 2003-04-01 204.31754346465598 2003-05-01 203.34928921702598 2003-06-01 202.89973385902002 2003-07-01 203.10459167235402 2003-08-01 202.99524634076698 2003-09-01 202.64212328971698 2003-10-01 204.08071101698300 2003-11-01 204.78829448083600 2003-12-01 204.77359060752500 2004-01-01 205.77989374682600 2004-02-01 205.21419198583800 2004-03-01 206.02836321822602 2004-04-01 206.41761327326200 2004-05-01 206.14395481613300 2004-06-01 206.44627889332900 2004-07-01 209.52918344464902 2004-08-01 208.12520590993000 2004-09-01 208.45045323083900 2004-10-01 208.95554153842300 2004-11-01 209.18943181765600 2004-12-01 210.86299064991601 2005-01-01 211.77902602565800 2005-02-01 212.00388299738202 2005-03-01 212.14406937654700 2005-04-01 215.29199083941100 2005-05-01 214.69946894078400 2005-06-01 215.07578490458400 2005-07-01 214.18451495194200 2005-08-01 213.97188821021800 2005-09-01 214.91002661718200 2005-10-01 214.87065811023200 2005-11-01 215.21755426292100 2005-12-01 215.06667711461600 2006-01-01 215.54211061301800 2006-02-01 216.42967134688500 2006-03-01 216.82313311586498 2006-04-01 217.15526875771500 2006-05-01 218.18449002050800 2006-06-01 218.99087379629300 2006-07-01 218.56067099390998 2006-08-01 219.01132144861500 2006-09-01 219.97865128617800 2006-10-01 218.14044297006902 2006-11-01 218.38327108639302 2006-12-01 217.16239474570202 2007-01-01 219.12283588070600 2007-02-01 219.81307797121602 2007-03-01 220.08283518223598 2007-04-01 220.51279135463600 2007-05-01 221.05804465255900 2007-06-01 222.04519247604200 2007-07-01 223.12159097808200 2007-08-01 222.82186101030100 2007-09-01 222.99102106123300 2007-10-01 222.93638374330502 2007-11-01 222.87342249805300 2007-12-01 222.04765583683300 2008-01-01 223.08576355696900 2008-02-01 223.76758207273400 2008-03-01 223.90886714282400 2008-04-01 223.95187968411400 2008-05-01 223.14362470090400 2008-06-01 221.75702733568900 2008-07-01 220.50454395813300 2008-08-01 220.37115969436002 2008-09-01 219.63729980423900 2008-10-01 217.31635344655700 2008-11-01 215.44842454952098 2008-12-01 213.76298076856500 2009-01-01 211.75418116273900 2009-02-01 208.77032255208600 2009-03-01 205.69925576157200 2009-04-01 203.81763679451802 2009-05-01 203.33396365005902 2009-06-01 202.08562520166100 2009-07-01 201.44406608482700 2009-08-01 200.35065195959900 2009-09-01 199.19145655842600 2009-10-01 200.46860159576698 2009-11-01 202.06635077241900 2009-12-01 202.24685462207900 2010-01-01 200.11290842777902 2010-02-01 200.24474039093800 2010-03-01 199.16563199009300 2010-04-01 201.62283599410100 2010-05-01 202.55443510731300 2010-06-01 203.76777905771098 2010-07-01 204.71631029282900 2010-08-01 205.32873755307900 2010-09-01 206.02367453825600 2010-10-01 205.37985794863900 2010-11-01 205.00833075265300 2010-12-01 205.42982072004700 2011-01-01 205.60559416939998 2011-02-01 205.30662000850103 2011-03-01 205.41643902856498 2011-04-01 205.21386837258700 2011-05-01 204.32591201947497 2011-06-01 204.12658627521200 2011-07-01 204.97476225217000 2011-08-01 205.31511548999100 2011-09-01 205.05352468839000 2011-10-01 203.77727224294398 2011-11-01 204.85390515712300 2011-12-01 204.86913607820300 2012-01-01 204.54891048415902 2012-02-01 205.96762344845700 2012-03-01 206.41583505239300 2012-04-01 212.30433325899398 2012-05-01 212.95888661158600 2012-06-01 214.08918560718800 2012-07-01 211.92581501887100 2012-08-01 212.07478605201499 2012-09-01 212.04586930564997 2012-10-01 212.60994690035800 2012-11-01 212.45060228400600 2012-12-01 213.62525359379600 2013-01-01 215.35559218794600 2013-02-01 215.98674706043700 2013-03-01 216.28455705750300 2013-04-01 216.74691203507498 2013-05-01 217.52094353497600 2013-06-01 217.90053078897802 2013-07-01 218.49430051383300 2013-08-01 218.38168093441200 2013-09-01 219.95757330561900 2013-10-01 222.13262394209000 2013-11-01 222.73218363733397 2013-12-01 222.66925197933202 2014-01-01 220.31447479350600 2014-02-01 221.56511228445498 2014-03-01 222.43103743372300 2014-04-01 220.57692445072200 2014-05-01 221.38576685271400 2014-06-01 222.01769896614800 2014-07-01 221.49607056128400 2014-08-01 222.63660994833500 2014-09-01 223.75772432642103 2014-10-01 223.99906226877602 2014-11-01 224.90660938903000 2014-12-01 225.49838764259400 2015-01-01 225.76031022526502 2015-02-01 225.86017372987300 2015-03-01 226.11859912832200 2015-04-01 227.34208762999900 2015-05-01 228.06401474221900 2015-06-01 229.44228796398602 2015-07-01 230.40415852069000 2015-08-01 230.89006292700600 2015-09-01 230.90721040143399 2015-10-01 232.59352054707500 2015-11-01 233.33513356264498 2015-12-01 233.09454592653200 2016-01-01 233.69739952448500 2016-02-01 233.81178335335000 2016-03-01 232.38956376108000 2016-04-01 235.16877037847598 2016-05-01 235.35159992349898 2016-06-01 234.54627894041698 2016-07-01 236.21556404407798 2016-08-01 235.52196945654000 2016-09-01 237.27261008250600 2016-10-01 234.11378752944900 2016-11-01 233.87060984254902 2016-12-01 234.94347359201998 2017-01-01 235.11439850266498 2017-02-01 235.43477416712700 2017-03-01 236.15588875443300 2017-04-01 236.93761188862598 2017-05-01 237.63801491351398 2017-06-01 239.04091496443297 2017-07-01 238.68328309253800 2017-08-01 239.73435545682500 2017-09-01 241.01376411060502 2017-10-01 242.09456838833100 2017-11-01 243.39883953284402 2017-12-01 244.04224090205898 2018-01-01 245.55253113497798 2018-02-01 247.13167244214500 2018-03-01 248.46430904911702 2018-04-01 248.42444424310500 2018-05-01 248.12175981349898 2018-06-01 248.41792783319198 2018-07-01 249.95865485929698 2018-08-01 250.30441938397400 2018-09-01 250.60897665900100 2018-10-01 250.23983187467400 2018-11-01 249.81422805482399 2018-12-01 251.65784336672598 2019-01-01 252.35051231207700 2019-02-01 252.67641916450500 2019-03-01 252.71056437000000 2019-04-01 254.15176587350700 2019-05-01 255.12671801867100 2019-06-01 256.52163651762400 2019-07-01 256.93289706480596 2019-08-01 257.69950847963300 2019-09-01 257.66481864345300 2019-10-01 257.83315027816500 2019-11-01 258.11239111950400 2019-12-01 257.80397134409196 2020-01-01 259.03431344049596 2020-02-01 259.61108355805400 2020-03-01 257.61821027727000 2020-04-01 237.46879231366500 2020-05-01 238.91931126028400 2020-06-01 240.70897342397900 2020-07-01 242.10784073586400 2020-08-01 244.04602250509200 2020-09-01 246.30582482084202 2020-10-01 250.25708315267800 2020-11-01 251.17372443276400 2020-12-01 252.48091490645500 2021-01-01 255.41447261863500 2021-02-01 257.80538488648000 2021-03-01 259.31707845752800 2021-04-01 260.89600828032300 2021-05-01 262.10263086920200 2021-06-01 262.10850223146700 2021-07-01 265.49682091380300 2021-08-01 266.22246375601200 2021-09-01 269.08494436546100 2021-10-01 272.45967924725000 2021-11-01 275.20144693569700 2021-12-01 277.08922219483895 2022-01-01 277.94521771077400 2022-02-01 280.24131365692300 2022-03-01 281.56677377523300 2022-04-01 284.07740410083903 2022-05-01 282.71743477277400 2022-06-01 282.52607576191100 2022-07-01 283.34116298481604 2022-08-01 283.96029449129300 2022-09-01 284.84588148794300 2022-10-01 283.95466428468900 2022-11-01 282.81934685855500 2022-12-01 282.24648061249300 2023-01-01 280.74070774609300 2023-02-01 279.90282343566100 2023-03-01 280.41186004315700 2023-04-01 279.19285533997504 2023-05-01 279.67318424500303 2023-06-01 279.14910083342900 2023-07-01 275.02043293201200 2023-08-01 273.75320459944800 2023-09-01 271.90472308398800 2023-10-01 271.00658460684900 2023-11-01 270.30478007410500 2023-12-01 271.10549498732297 2024-01-01 271.26501322197200 2024-02-01 271.12331273993400