Title: All Employees: Education and Health Services in San Diego-Carlsbad, CA (MSA) Series ID: SAND706EDUH 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 2020-12-01 Last Updated: 2021-01-26 2:41 PM CST Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' 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/srd/www/x13as/). 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/SAND706EDUHN). 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 84.53702878974840 1990-02-01 85.34275723732009 1990-03-01 85.53804909121841 1990-04-01 85.96011261910299 1990-05-01 86.26326857115390 1990-06-01 84.99015377954109 1990-07-01 86.68302813415770 1990-08-01 88.15723929338421 1990-09-01 88.97239648529970 1990-10-01 90.39411224837471 1990-11-01 91.44116325109259 1990-12-01 91.69141067764141 1991-01-01 91.82716327495899 1991-02-01 91.60201104234100 1991-03-01 92.29869912532742 1991-04-01 92.46009998918670 1991-05-01 92.86014003075898 1991-06-01 91.50648798249050 1991-07-01 93.21765187430210 1991-08-01 94.16046808342650 1991-09-01 94.79203239395740 1991-10-01 95.16144450159310 1991-11-01 95.24192064017840 1991-12-01 95.72046616941270 1992-01-01 96.80962174928939 1992-02-01 97.83753688230130 1992-03-01 97.93746112183540 1992-04-01 98.52529873503609 1992-05-01 98.62196010344739 1992-06-01 98.66805637067030 1992-07-01 98.44386398752050 1992-08-01 97.43731427132950 1992-09-01 98.81379099388158 1992-10-01 97.84846567049900 1992-11-01 98.22757478664141 1992-12-01 97.83043198397979 1993-01-01 97.47586008281200 1993-02-01 97.18840757919100 1993-03-01 97.19765429340670 1993-04-01 97.34920281092991 1993-05-01 97.32691484434629 1993-06-01 97.54711288040980 1993-07-01 97.83249264287380 1993-08-01 99.69971836147128 1993-09-01 97.11972409025921 1993-10-01 98.30809064726030 1993-11-01 98.02758392380430 1993-12-01 98.51407359146120 1994-01-01 98.71233123104021 1994-02-01 98.79522943831810 1994-03-01 99.16207353150850 1994-04-01 98.55291238456499 1994-05-01 99.00232118306559 1994-06-01 100.46936249748700 1994-07-01 100.11225928788200 1994-08-01 100.10627337695101 1994-09-01 100.31252292784599 1994-10-01 99.84300989106809 1994-11-01 100.04166789663100 1994-12-01 100.31569310971202 1995-01-01 99.96624513565590 1995-02-01 100.34961217643101 1995-03-01 100.46695980939700 1995-04-01 101.37101415035900 1995-05-01 101.81477902963900 1995-06-01 102.26958956488701 1995-07-01 101.63778297927300 1995-08-01 102.29209142902599 1995-09-01 101.76798955374599 1995-10-01 101.61501540665199 1995-11-01 101.69946795470501 1995-12-01 101.54135474033300 1996-01-01 101.88522035608601 1996-02-01 102.05501097050200 1996-03-01 102.05431442949700 1996-04-01 101.60358616484301 1996-05-01 101.63049626731100 1996-06-01 101.58957734827200 1996-07-01 102.53828436781900 1996-08-01 104.14036698526300 1996-09-01 103.26276353920700 1996-10-01 103.42158223048200 1996-11-01 103.77021226336299 1996-12-01 104.10900110233801 1997-01-01 105.07433353217199 1997-02-01 105.55536668228800 1997-03-01 105.90815651895500 1997-04-01 105.52172940348400 1997-05-01 105.86199261168400 1997-06-01 106.20443076077801 1997-07-01 107.02105616176700 1997-08-01 108.89986112563700 1997-09-01 106.92376776771499 1997-10-01 107.76029946739300 1997-11-01 107.79192521804899 1997-12-01 108.50037624003800 1998-01-01 109.06116664135200 1998-02-01 108.93096259244601 1998-03-01 109.23289905097499 1998-04-01 110.71107455364100 1998-05-01 111.05201233684099 1998-06-01 111.96635291679199 1998-07-01 112.40664261572100 1998-08-01 113.19298319787902 1998-09-01 111.50553523221201 1998-10-01 113.47182131877600 1998-11-01 114.19301374415701 1998-12-01 114.40786852293400 1999-01-01 114.23131600118900 1999-02-01 114.75237327715600 1999-03-01 115.30724024796200 1999-04-01 115.91667862367300 1999-05-01 116.42717615764099 1999-06-01 116.40352198260900 1999-07-01 115.71735614803400 1999-08-01 116.69420690252701 1999-09-01 120.60722093010800 1999-10-01 119.50629277509199 1999-11-01 119.04404593096500 1999-12-01 119.28416670423100 2000-01-01 119.36216797340700 2000-02-01 119.68618144681801 2000-03-01 119.38116112434200 2000-04-01 118.21559390613399 2000-05-01 118.71835067495500 2000-06-01 118.82631307779900 2000-07-01 119.12984353952500 2000-08-01 119.65498376348400 2000-09-01 120.17520102331699 2000-10-01 120.26561550955999 2000-11-01 120.20255896654498 2000-12-01 120.69219741149000 2001-01-01 117.21372139559400 2001-02-01 117.62821660776699 2001-03-01 118.50020583290899 2001-04-01 119.09555451929701 2001-05-01 120.28310765446100 2001-06-01 120.92311965361900 2001-07-01 121.95783121736000 2001-08-01 122.56698243876801 2001-09-01 123.39502573798201 2001-10-01 123.71717547884100 2001-11-01 123.91545698101400 2001-12-01 124.30740999805900 2002-01-01 124.53114893503000 2002-02-01 126.10701478251900 2002-03-01 125.23908916646900 2002-04-01 125.42373623230200 2002-05-01 125.72644197034000 2002-06-01 125.74502211698900 2002-07-01 125.45327936197599 2002-08-01 125.57313872304400 2002-09-01 125.91458871596201 2002-10-01 126.86601146827999 2002-11-01 127.62546396371000 2002-12-01 127.76089013116000 2003-01-01 128.53992270677800 2003-02-01 128.80207922956000 2003-03-01 128.56606519147600 2003-04-01 130.42375286934700 2003-05-01 130.86277469722400 2003-06-01 131.47065015798300 2003-07-01 131.44838938363500 2003-08-01 131.95547350642900 2003-09-01 131.89804278741800 2003-10-01 131.24828791079000 2003-11-01 131.91020269280300 2003-12-01 132.62735994372400 2004-01-01 132.08943187967400 2004-02-01 131.75911654976000 2004-03-01 132.15354444269101 2004-04-01 131.90114493977600 2004-05-01 131.80815649532400 2004-06-01 131.97261078772200 2004-07-01 131.86459069440100 2004-08-01 132.08939632067498 2004-09-01 131.56370816089898 2004-10-01 132.90548586278499 2004-11-01 132.67772635825300 2004-12-01 133.27403882488900 2005-01-01 133.42318567396998 2005-02-01 133.50378255030301 2005-03-01 133.18009243219802 2005-04-01 134.21389106272500 2005-05-01 134.33673066529900 2005-06-01 134.32499356564600 2005-07-01 134.45250082039000 2005-08-01 134.64149588501300 2005-09-01 135.17743169855000 2005-10-01 135.00379965448099 2005-11-01 135.90574270720000 2005-12-01 136.00122656745302 2006-01-01 136.23692812243200 2006-02-01 136.65131418677300 2006-03-01 136.99599767992800 2006-04-01 137.16246395037902 2006-05-01 137.39661358664802 2006-06-01 138.20033259545700 2006-07-01 138.69201871237300 2006-08-01 138.86331471658100 2006-09-01 139.52955770334200 2006-10-01 139.83665005427500 2006-11-01 140.17602847963200 2006-12-01 140.18285783397200 2007-01-01 140.33934648758500 2007-02-01 141.06684586021998 2007-03-01 142.00799744984502 2007-04-01 142.50422577207400 2007-05-01 143.45853494788000 2007-06-01 143.75004625012800 2007-07-01 144.72505519474000 2007-08-01 145.69628351233300 2007-09-01 146.22935098728502 2007-10-01 146.43721497159500 2007-11-01 146.45044834734500 2007-12-01 147.93175388800302 2008-01-01 149.19600176173400 2008-02-01 150.57297153835100 2008-03-01 150.58588063173400 2008-04-01 151.59235593343500 2008-05-01 152.42517948066500 2008-06-01 153.14146572477700 2008-07-01 154.87702997063900 2008-08-01 156.08972096294400 2008-09-01 156.06280876491300 2008-10-01 158.03590037852800 2008-11-01 158.82089535145500 2008-12-01 159.87215401344298 2009-01-01 160.35251387710300 2009-02-01 160.99214948649300 2009-03-01 161.44912890141100 2009-04-01 161.58175471441402 2009-05-01 162.09059285243700 2009-06-01 162.58744197672700 2009-07-01 161.73311978970200 2009-08-01 163.07529002013900 2009-09-01 163.51249839652200 2009-10-01 164.45954762353100 2009-11-01 165.25439102429502 2009-12-01 166.51952259065100 2010-01-01 163.83774199267700 2010-02-01 164.50925450772600 2010-03-01 164.46310622449300 2010-04-01 164.25857663236000 2010-05-01 164.38801348168600 2010-06-01 164.62709535662100 2010-07-01 164.49876654610600 2010-08-01 164.72603017080700 2010-09-01 164.74210152321700 2010-10-01 164.80401139919800 2010-11-01 164.71485930100400 2010-12-01 165.38258203088898 2011-01-01 166.63060302126800 2011-02-01 167.40611307722700 2011-03-01 167.28316850000400 2011-04-01 166.83362263147900 2011-05-01 167.08557980835800 2011-06-01 167.46211128115100 2011-07-01 168.01632036203200 2011-08-01 168.17958023282802 2011-09-01 168.87305974283400 2011-10-01 168.12766285808800 2011-11-01 169.46373796049400 2011-12-01 169.84668557462200 2012-01-01 169.58994599509500 2012-02-01 170.49460229385200 2012-03-01 171.20012176382500 2012-04-01 173.27819858854400 2012-05-01 174.61919264037100 2012-06-01 175.27309205858398 2012-07-01 175.97594499013303 2012-08-01 176.24251833920700 2012-09-01 176.64403503994703 2012-10-01 177.07170579500900 2012-11-01 176.95719281568100 2012-12-01 177.73436526301200 2013-01-01 179.95557300058400 2013-02-01 180.38964575730301 2013-03-01 180.87783537262902 2013-04-01 181.10054393514500 2013-05-01 180.72908697043700 2013-06-01 180.53054128524300 2013-07-01 180.38134918779800 2013-08-01 180.98138155076500 2013-09-01 181.05915003935300 2013-10-01 182.40345989930900 2013-11-01 182.25302385467900 2013-12-01 182.12342013833100 2014-01-01 182.46838135314700 2014-02-01 182.96220310416697 2014-03-01 183.64144210943100 2014-04-01 185.68022956822000 2014-05-01 185.24794871883400 2014-06-01 185.79159262059798 2014-07-01 185.88358017707300 2014-08-01 186.58861087744498 2014-09-01 187.77689074326700 2014-10-01 188.24121741920300 2014-11-01 189.09900469546500 2014-12-01 189.43253434049100 2015-01-01 189.95133111323102 2015-02-01 189.61372510609002 2015-03-01 190.42588452736197 2015-04-01 190.72368591696400 2015-05-01 191.33792773704100 2015-06-01 192.06896389283500 2015-07-01 193.77761969150200 2015-08-01 194.20705160692200 2015-09-01 194.64881145840500 2015-10-01 194.88246363492001 2015-11-01 194.78400077333500 2015-12-01 195.75686523776500 2016-01-01 196.01767335523800 2016-02-01 197.05869185128500 2016-03-01 195.97502453689899 2016-04-01 198.24031741408902 2016-05-01 198.72879352422902 2016-06-01 198.74356362228698 2016-07-01 199.15781654436600 2016-08-01 198.92319558109100 2016-09-01 199.82129471244200 2016-10-01 199.95255330167000 2016-11-01 200.80019564272200 2016-12-01 201.29966311552602 2017-01-01 201.57230484303003 2017-02-01 202.41281268824600 2017-03-01 202.66600450896198 2017-04-01 203.14472953623297 2017-05-01 203.64410070663100 2017-06-01 204.63044564752300 2017-07-01 203.66408521219200 2017-08-01 205.06150097054797 2017-09-01 205.44210627493698 2017-10-01 205.97902501314000 2017-11-01 206.40102832488097 2017-12-01 206.58249058448400 2018-01-01 207.05685436476003 2018-02-01 207.16712870710202 2018-03-01 207.70444635922100 2018-04-01 208.15654321560500 2018-05-01 208.18246899099898 2018-06-01 208.21805312945500 2018-07-01 208.26875931944000 2018-08-01 209.07827039768100 2018-09-01 209.29111719543600 2018-10-01 210.44699824691003 2018-11-01 210.81090315806802 2018-12-01 211.37791085183702 2019-01-01 212.59576151026297 2019-02-01 213.66700662806198 2019-03-01 215.10571668542100 2019-04-01 215.20316624506500 2019-05-01 215.71809127073400 2019-06-01 215.54093803693100 2019-07-01 216.37641000776900 2019-08-01 216.84263287665502 2019-09-01 216.85982564136800 2019-10-01 216.92876763133202 2019-11-01 217.52620416963200 2019-12-01 218.99883023940300 2020-01-01 219.92455133389100 2020-02-01 221.58003527000600 2020-03-01 219.45239660282200 2020-04-01 193.78888761829700 2020-05-01 196.35302495986699 2020-06-01 200.06774722591300 2020-07-01 204.50163294728400 2020-08-01 203.90832871449100 2020-09-01 205.35809928507703 2020-10-01 206.48196359146900 2020-11-01 207.47270500730200 2020-12-01 207.74043735899102