Title: All Employees: Leisure and Hospitality in Oakland-Hayward-Berkeley, CA (MD) Series ID: SMU06360847000000001SA 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 2023-01-01 Last Updated: 2023-03-14 3:28 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/SMU06360847000000001). 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 62.950495074096100 1990-02-01 62.931734211670890 1990-03-01 63.299497502832200 1990-04-01 63.434340537044790 1990-05-01 63.219782151972600 1990-06-01 63.887565229775600 1990-07-01 64.590696288625800 1990-08-01 64.608174855086500 1990-09-01 65.097887663707510 1990-10-01 65.335362867536290 1990-11-01 65.103998278377900 1990-12-01 64.935507329010290 1991-01-01 65.263719535628400 1991-02-01 65.566672422417800 1991-03-01 65.751552480351200 1991-04-01 64.026041409992000 1991-05-01 63.287789160042900 1991-06-01 64.141946104214300 1991-07-01 63.995069997847500 1991-08-01 64.393699391924700 1991-09-01 64.249085981859790 1991-10-01 63.972698419505605 1991-11-01 64.441025715440700 1991-12-01 64.735501796501800 1992-01-01 64.384319203954000 1992-02-01 64.446820203169300 1992-03-01 64.717654543078400 1992-04-01 65.677475970339100 1992-05-01 65.007452272559700 1992-06-01 64.538484507757500 1992-07-01 64.666280388400410 1992-08-01 64.690866669886900 1992-09-01 64.812860446245400 1992-10-01 65.117160572090900 1992-11-01 64.934858769044000 1992-12-01 65.160711267533500 1993-01-01 65.102404517691900 1993-02-01 65.021802128212700 1993-03-01 65.076504099192000 1993-04-01 65.359557204274800 1993-05-01 65.807614057341300 1993-06-01 65.891874365684300 1993-07-01 66.044373331523100 1993-08-01 65.949788195777100 1993-09-01 65.904058826568200 1993-10-01 66.213369794464900 1993-11-01 66.409567285364500 1993-12-01 66.293695006290290 1994-01-01 66.680847496172900 1994-02-01 66.735435656552600 1994-03-01 67.141589032816100 1994-04-01 66.559681076526500 1994-05-01 66.223608826371500 1994-06-01 66.457863436256100 1994-07-01 65.335623629767200 1994-08-01 65.485403033034100 1994-09-01 65.370309847236800 1994-10-01 65.473572304929290 1994-11-01 65.429056009414710 1994-12-01 66.077928665639800 1995-01-01 66.724685703580200 1995-02-01 67.322050090802100 1995-03-01 67.985364483936600 1995-04-01 69.076559657340000 1995-05-01 68.304799525135700 1995-06-01 68.953069249028400 1995-07-01 69.646488611029300 1995-08-01 69.952469481889800 1995-09-01 70.621420239242600 1995-10-01 69.294561597841900 1995-11-01 69.718385033612210 1995-12-01 70.799511098387500 1996-01-01 71.079099378159300 1996-02-01 71.545649573999000 1996-03-01 71.671917234081490 1996-04-01 72.002333002432790 1996-05-01 72.264399096619700 1996-06-01 72.226078586899000 1996-07-01 72.377899854961500 1996-08-01 72.068709007144590 1996-09-01 71.958973773734800 1996-10-01 71.913331710429590 1996-11-01 72.265554412425700 1996-12-01 72.211562720939210 1997-01-01 72.148481682773000 1997-02-01 71.767866449080090 1997-03-01 71.372149028400500 1997-04-01 70.939919720633500 1997-05-01 70.916183533773900 1997-06-01 71.286119638001500 1997-07-01 70.137960584609000 1997-08-01 69.817670425163400 1997-09-01 69.762766475333300 1997-10-01 69.466019611964500 1997-11-01 69.426704760472900 1997-12-01 70.291997774598800 1998-01-01 68.777690866905300 1998-02-01 68.989677054554600 1998-03-01 69.170714820114800 1998-04-01 70.298118379922600 1998-05-01 70.622034853592910 1998-06-01 71.379395028054000 1998-07-01 71.542736694820090 1998-08-01 71.823985233621200 1998-09-01 72.249179059247510 1998-10-01 72.410536973736600 1998-11-01 72.342202521927920 1998-12-01 72.543887889794800 1999-01-01 70.963242925768400 1999-02-01 71.162394288565410 1999-03-01 71.875365049928500 1999-04-01 72.082443142581910 1999-05-01 73.137380803940500 1999-06-01 72.361964357091100 1999-07-01 72.385132878734710 1999-08-01 72.550265404158100 1999-09-01 72.471656653815000 1999-10-01 73.165260464739900 1999-11-01 73.065078750504300 1999-12-01 73.640083947128000 2000-01-01 74.019081301226000 2000-02-01 74.322653877100000 2000-03-01 73.977505921828100 2000-04-01 73.274226784968010 2000-05-01 73.087110434800510 2000-06-01 73.183959886060700 2000-07-01 74.092158322906200 2000-08-01 73.999560070330800 2000-09-01 74.245621787145800 2000-10-01 73.529832610053090 2000-11-01 73.690283110890290 2000-12-01 73.741255031160100 2001-01-01 77.090044455610410 2001-02-01 77.147538799148300 2001-03-01 77.558570815278600 2001-04-01 78.028022642176510 2001-05-01 77.971919600636300 2001-06-01 78.085827764436700 2001-07-01 78.109163757448700 2001-08-01 78.219196868088500 2001-09-01 77.921748802827300 2001-10-01 78.090145020487000 2001-11-01 78.085173706220700 2001-12-01 78.295250533134100 2002-01-01 78.772518439370200 2002-02-01 79.023813096752200 2002-03-01 79.260658576558200 2002-04-01 79.769697833602200 2002-05-01 79.952819822760200 2002-06-01 80.168309642749300 2002-07-01 80.214155094941700 2002-08-01 80.228096625802100 2002-09-01 80.200439913351400 2002-10-01 80.405214237840080 2002-11-01 80.581262925220000 2002-12-01 80.568662029107900 2003-01-01 80.913206752635000 2003-02-01 80.776815149254590 2003-03-01 80.508783178490200 2003-04-01 79.662766202197400 2003-05-01 80.047881290140410 2003-06-01 80.063144848362410 2003-07-01 80.163301475478100 2003-08-01 79.975175277725200 2003-09-01 80.338863116531500 2003-10-01 80.725534416261500 2003-11-01 80.884652561251910 2003-12-01 80.773170910773300 2004-01-01 80.462282163876900 2004-02-01 80.431956367277100 2004-03-01 80.502636572842600 2004-04-01 80.181907000671500 2004-05-01 80.208584167263200 2004-06-01 79.842985133896900 2004-07-01 80.728479042449300 2004-08-01 81.164627437828290 2004-09-01 81.076757276096700 2004-10-01 80.593550481781300 2004-11-01 80.851983870265090 2004-12-01 81.483703077817800 2005-01-01 81.817411488832700 2005-02-01 81.443696682665090 2005-03-01 81.955184953678300 2005-04-01 82.856334629022500 2005-05-01 82.980004456290900 2005-06-01 82.928322635306500 2005-07-01 82.445538767687990 2005-08-01 83.147802916662000 2005-09-01 83.580024783733400 2005-10-01 84.114787246279900 2005-11-01 84.229117372272900 2005-12-01 84.443858917362500 2006-01-01 84.381155536068200 2006-02-01 84.918469677002290 2006-03-01 84.935451703583600 2006-04-01 85.074245297112910 2006-05-01 85.089477433037090 2006-06-01 85.478712465050900 2006-07-01 85.438809106506600 2006-08-01 85.631297085491910 2006-09-01 86.098014995966100 2006-10-01 86.251694965625800 2006-11-01 86.589070931949100 2006-12-01 86.934604564655400 2007-01-01 87.285747476485600 2007-02-01 87.349397172765110 2007-03-01 87.752863497576100 2007-04-01 87.721392856725100 2007-05-01 88.111395256409790 2007-06-01 87.993417408536300 2007-07-01 88.252961373560910 2007-08-01 88.274860468701800 2007-09-01 88.131104257906910 2007-10-01 88.118026776778600 2007-11-01 88.333768604778100 2007-12-01 88.526125386290800 2008-01-01 89.009080353242710 2008-02-01 89.333255723286400 2008-03-01 89.296133155996400 2008-04-01 89.423678102050500 2008-05-01 89.538811925522100 2008-06-01 89.697952072402000 2008-07-01 89.311438291129300 2008-08-01 89.386998960699500 2008-09-01 88.922496389295720 2008-10-01 88.688519433485580 2008-11-01 88.392474180268890 2008-12-01 87.732183271174790 2009-01-01 86.580013614456290 2009-02-01 86.390000952386300 2009-03-01 85.685545449811600 2009-04-01 85.250997815792290 2009-05-01 85.061161600769990 2009-06-01 84.613317034357900 2009-07-01 84.468217727370400 2009-08-01 84.387225444805300 2009-09-01 84.484532694172800 2009-10-01 84.672373744139990 2009-11-01 84.445294925253200 2009-12-01 84.732463464784000 2010-01-01 84.860690879746300 2010-02-01 84.529259696601300 2010-03-01 84.126072629605900 2010-04-01 85.267572942138910 2010-05-01 85.247296495279000 2010-06-01 85.545649722293800 2010-07-01 86.017906161297400 2010-08-01 86.210789830042400 2010-09-01 86.402981138888390 2010-10-01 86.665498183226500 2010-11-01 87.327104393503090 2010-12-01 87.241346785624600 2011-01-01 87.266049416449090 2011-02-01 87.651099318958590 2011-03-01 87.888781003327510 2011-04-01 87.599446497328590 2011-05-01 87.610357243374100 2011-06-01 87.935804509241010 2011-07-01 88.218071056739290 2011-08-01 88.255115710630920 2011-09-01 88.869369332744600 2011-10-01 89.017985188512800 2011-11-01 89.160678549721000 2011-12-01 89.474863084340500 2012-01-01 90.446453041771500 2012-02-01 90.193560509406910 2012-03-01 90.554469068097800 2012-04-01 91.444914673244600 2012-05-01 91.802471002457600 2012-06-01 92.008946287862490 2012-07-01 91.400422556239490 2012-08-01 92.436755724055290 2012-09-01 92.530396744359210 2012-10-01 92.911344027970600 2012-11-01 92.721214430339800 2012-12-01 93.735867816887590 2013-01-01 94.662898428074910 2013-02-01 95.119824359977400 2013-03-01 95.467736855418500 2013-04-01 95.987087194136200 2013-05-01 97.198522075109500 2013-06-01 96.832304177670500 2013-07-01 97.309217066560100 2013-08-01 97.808163147824590 2013-09-01 98.355823336814410 2013-10-01 98.892500749637590 2013-11-01 99.342396107688290 2013-12-01 99.897429463566100 2014-01-01 100.086353400382010 2014-02-01 100.814183903160000 2014-03-01 101.080837970594000 2014-04-01 101.063993584288000 2014-05-01 101.462915153699000 2014-06-01 101.997801020334000 2014-07-01 102.259821894790010 2014-08-01 102.583143521844010 2014-09-01 102.858807307852000 2014-10-01 102.728212931917000 2014-11-01 103.712627463941000 2014-12-01 104.025462688052000 2015-01-01 104.221592824972000 2015-02-01 104.178982523107000 2015-03-01 105.013734188709000 2015-04-01 105.671540706959990 2015-05-01 106.170520972425990 2015-06-01 106.392037568913000 2015-07-01 106.623606726810000 2015-08-01 107.484823002142000 2015-09-01 107.808949615768000 2015-10-01 107.978236512599000 2015-11-01 108.721966784130000 2015-12-01 109.150772260732000 2016-01-01 110.085927387310010 2016-02-01 110.428692687096000 2016-03-01 109.984971953689990 2016-04-01 111.323125690583000 2016-05-01 111.677013902429010 2016-06-01 111.375397642684000 2016-07-01 111.676057862483000 2016-08-01 111.768856000557010 2016-09-01 112.334112321581000 2016-10-01 112.744018013244000 2016-11-01 113.059318837434000 2016-12-01 113.290607510698000 2017-01-01 113.402653718318000 2017-02-01 113.766002907880010 2017-03-01 114.192465626153000 2017-04-01 114.533331912067000 2017-05-01 115.030867941043000 2017-06-01 115.831055386821000 2017-07-01 115.113235222458000 2017-08-01 114.875922209451000 2017-09-01 114.904374123078000 2017-10-01 115.398771781156000 2017-11-01 115.298827239470000 2017-12-01 115.749551558873010 2018-01-01 115.845657839300000 2018-02-01 116.219567990602000 2018-03-01 116.624711625717000 2018-04-01 116.845985060577000 2018-05-01 117.050371109897000 2018-06-01 117.459105505722010 2018-07-01 118.056302818792000 2018-08-01 118.701148934561000 2018-09-01 118.709394013829990 2018-10-01 117.905592114408000 2018-11-01 119.100391109522990 2018-12-01 119.482676649923990 2019-01-01 119.996991309755000 2019-02-01 120.429665941947990 2019-03-01 120.281885870973000 2019-04-01 119.891822007853000 2019-05-01 120.386700596859000 2019-06-01 120.627660874198000 2019-07-01 120.779011881646000 2019-08-01 121.067004061512000 2019-09-01 121.533060732385010 2019-10-01 120.924452129731010 2019-11-01 122.171604072705990 2019-12-01 123.231895139848000 2020-01-01 122.441981504252000 2020-02-01 122.504783903951000 2020-03-01 116.940765653732000 2020-04-01 59.942900387676900 2020-05-01 65.740266081267790 2020-06-01 70.558027434956400 2020-07-01 71.444667554204400 2020-08-01 72.106829783142800 2020-09-01 75.634856334283600 2020-10-01 79.622917990106000 2020-11-01 82.783998159995900 2020-12-01 76.978414793069290 2021-01-01 74.471166039303000 2021-02-01 79.627391193907200 2021-03-01 81.683362241654100 2021-04-01 87.462950311393090 2021-05-01 90.616881905784710 2021-06-01 93.054086353336200 2021-07-01 97.496960026588810 2021-08-01 98.648159282168900 2021-09-01 99.311120208529700 2021-10-01 101.311274287734000 2021-11-01 102.615705444174000 2021-12-01 103.627863900543000 2022-01-01 104.537151059836000 2022-02-01 105.501766520449010 2022-03-01 105.521565702840010 2022-04-01 107.105552603748000 2022-05-01 108.012883738488000 2022-06-01 108.597662690498010 2022-07-01 108.984789346551000 2022-08-01 109.382372002192000 2022-09-01 109.885710034734000 2022-10-01 110.739286282781000 2022-11-01 110.777244234030990 2022-12-01 111.339086570810000 2023-01-01 111.714073384446000