Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in San Francisco-Redwood City-South San Francisco, CA (MD)

Title All Employees: Education and Health Services: Private Educational Services in San Francisco-Redwood City-South San Francisco, CA (MD)
Series ID SMU06418846561000001SA
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 2024-08-01
Last Updated 2024-09-21 5:54 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 15.219416092205698
1990-02-01 14.464120276398900
1990-03-01 14.349588894649001
1990-04-01 14.527461218816303
1990-05-01 14.164599224512902
1990-06-01 14.670606354972500
1990-07-01 14.874777094163699
1990-08-01 15.029760560753000
1990-09-01 14.717119444045400
1990-10-01 14.988291935224100
1990-11-01 15.054583466295800
1990-12-01 15.104472596052801
1991-01-01 13.252011418439500
1991-02-01 13.202868388933599
1991-03-01 13.127582595471498
1991-04-01 12.788677069428699
1991-05-01 12.827233988387801
1991-06-01 12.589774677944600
1991-07-01 12.884429389707401
1991-08-01 12.746903505434199
1991-09-01 12.523393381953800
1991-10-01 13.065893030793000
1991-11-01 12.937435188222300
1991-12-01 12.988236885599100
1992-01-01 12.755786002082400
1992-02-01 12.838143426450698
1992-03-01 13.066176032947302
1992-04-01 12.972164206668100
1992-05-01 12.929720992508200
1992-06-01 12.964400132252700
1992-07-01 12.645316679915199
1992-08-01 12.605040987712900
1992-09-01 12.807877172322400
1992-10-01 12.589433042429200
1992-11-01 12.730558960287700
1992-12-01 12.802686172224600
1993-01-01 13.424574886340599
1993-02-01 13.071280017957198
1993-03-01 13.104231793002600
1993-04-01 13.347559390336500
1993-05-01 13.424727040266600
1993-06-01 13.312034966956100
1993-07-01 13.382474791498199
1993-08-01 13.455706874790600
1993-09-01 13.515105766501401
1993-10-01 13.483660749785098
1993-11-01 13.370391869294600
1993-12-01 13.390084704973600
1994-01-01 13.340889177152300
1994-02-01 13.787147318349400
1994-03-01 13.432119350916500
1994-04-01 13.544474966769100
1994-05-01 13.536113064909500
1994-06-01 13.682349767664098
1994-07-01 13.326639117070998
1994-08-01 13.852858131349000
1994-09-01 13.847950735750599
1994-10-01 13.891357207236900
1994-11-01 13.917622973410900
1994-12-01 13.994743355812900
1995-01-01 13.964217641066300
1995-02-01 13.883116890305200
1995-03-01 13.940968019504800
1995-04-01 14.227297179563400
1995-05-01 14.318293491920400
1995-06-01 14.711688315629600
1995-07-01 14.786764259785200
1995-08-01 14.925872995807300
1995-09-01 15.112758251941399
1995-10-01 15.154715744625900
1995-11-01 15.313206149706800
1995-12-01 15.368154716790700
1996-01-01 15.413272138408900
1996-02-01 15.527141218720601
1996-03-01 15.685689727666500
1996-04-01 15.590182995312600
1996-05-01 15.586237054293099
1996-06-01 15.817470230136600
1996-07-01 15.570378520601000
1996-08-01 15.567831054940400
1996-09-01 15.168208097639999
1996-10-01 15.140004415933001
1996-11-01 15.396482716154802
1996-12-01 15.291208444072600
1997-01-01 15.192986455083700
1997-02-01 15.177602961920400
1997-03-01 15.268513429607301
1997-04-01 16.753953570493700
1997-05-01 17.070107888429803
1997-06-01 16.659082912939800
1997-07-01 18.074013535751300
1997-08-01 17.417789063885902
1997-09-01 17.230160092488898
1997-10-01 18.698640295265697
1997-11-01 18.060321203106900
1997-12-01 18.105604249332600
1998-01-01 18.964637588172700
1998-02-01 19.802887873775700
1998-03-01 18.516991555683102
1998-04-01 18.953914963664900
1998-05-01 19.236389235727700
1998-06-01 18.552718292278303
1998-07-01 18.115123755765100
1998-08-01 18.472894044047500
1998-09-01 18.777630349446700
1998-10-01 19.078345966817800
1998-11-01 18.964750156560800
1998-12-01 18.816127791312800
1999-01-01 18.422641724427000
1999-02-01 18.647054724271300
1999-03-01 18.747853195239200
1999-04-01 18.836443681156897
1999-05-01 17.926026540301798
1999-06-01 18.645480918760100
1999-07-01 19.043123500891102
1999-08-01 19.076471842368200
1999-09-01 19.238489058443196
1999-10-01 19.073019152901800
1999-11-01 19.114321720283100
1999-12-01 19.339982447822603
2000-01-01 19.156757789060100
2000-02-01 19.350435809303104
2000-03-01 19.256394799864896
2000-04-01 19.288589738126500
2000-05-01 19.242972305555700
2000-06-01 19.597409892968800
2000-07-01 20.183027724591398
2000-08-01 20.437262768713300
2000-09-01 20.310054824465002
2000-10-01 20.266648212855900
2000-11-01 20.350626591827300
2000-12-01 20.592148850721603
2001-01-01 18.206587681387397
2001-02-01 18.199579134336897
2001-03-01 18.305529745490198
2001-04-01 18.792853167252500
2001-05-01 18.908883769344100
2001-06-01 19.023140003028800
2001-07-01 18.764461014676000
2001-08-01 19.038320500271002
2001-09-01 19.165215156894300
2001-10-01 19.373726646709603
2001-11-01 19.453863790402103
2001-12-01 19.410931775651697
2002-01-01 19.580600065108600
2002-02-01 19.290658369608500
2002-03-01 19.380413931610104
2002-04-01 18.763278069100200
2002-05-01 19.125850182837100
2002-06-01 18.416882213755102
2002-07-01 18.086369675105300
2002-08-01 17.999753465917700
2002-09-01 17.778549995816697
2002-10-01 18.389237741531800
2002-11-01 18.358788822614997
2002-12-01 17.639341814072800
2003-01-01 18.864792193782300
2003-02-01 18.871954965369397
2003-03-01 18.858512723855300
2003-04-01 18.832533499251397
2003-05-01 18.707037621424200
2003-06-01 19.055797218987700
2003-07-01 19.224809814635400
2003-08-01 19.065956648421800
2003-09-01 18.926488971074300
2003-10-01 18.350323804922700
2003-11-01 18.484817440591602
2003-12-01 18.687473259638300
2004-01-01 19.345375439673102
2004-02-01 19.357442285264900
2004-03-01 19.325196558070300
2004-04-01 19.290746279706898
2004-05-01 19.250322579442898
2004-06-01 19.167653575422000
2004-07-01 19.171746121263100
2004-08-01 19.495587506453898
2004-09-01 19.418870605166198
2004-10-01 19.373365539908200
2004-11-01 19.765946631664300
2004-12-01 19.706951757492500
2005-01-01 18.900324300563298
2005-02-01 19.685726641023802
2005-03-01 19.736021544789900
2005-04-01 20.052598523448000
2005-05-01 19.968426520531896
2005-06-01 19.980502126845500
2005-07-01 20.516616184603897
2005-08-01 20.361981532335400
2005-09-01 20.521625141403900
2005-10-01 20.364826807777300
2005-11-01 20.338115265290500
2005-12-01 20.481956889251500
2006-01-01 20.369672926621398
2006-02-01 20.444709369781500
2006-03-01 20.670958730304502
2006-04-01 20.933733500808900
2006-05-01 21.164177264733100
2006-06-01 21.287184075978300
2006-07-01 21.093231504228800
2006-08-01 21.227315423726500
2006-09-01 21.196427799892500
2006-10-01 21.252692680977700
2006-11-01 21.312141578385802
2006-12-01 21.436926345790102
2007-01-01 21.714567401435900
2007-02-01 21.802285594496500
2007-03-01 21.920210419586800
2007-04-01 21.536739302843298
2007-05-01 21.674149829376002
2007-06-01 22.402203007433897
2007-07-01 21.567062500521697
2007-08-01 21.441920211755303
2007-09-01 21.856309001967100
2007-10-01 22.142840018837800
2007-11-01 22.312103269062800
2007-12-01 22.287894245277900
2008-01-01 22.252878257820500
2008-02-01 22.354512270216397
2008-03-01 22.397498106890698
2008-04-01 22.631660936624100
2008-05-01 22.601172380786500
2008-06-01 22.888289827401200
2008-07-01 22.356040784952302
2008-08-01 22.520657745339303
2008-09-01 22.267746376203300
2008-10-01 23.050317211777898
2008-11-01 22.932198263396398
2008-12-01 23.422255926607200
2009-01-01 22.437323425198496
2009-02-01 22.600509110678300
2009-03-01 22.687641301589498
2009-04-01 22.422249898206700
2009-05-01 22.653220353780103
2009-06-01 23.369092036797200
2009-07-01 23.107442700099803
2009-08-01 22.830345714257604
2009-09-01 22.286701515180700
2009-10-01 21.789983379600000
2009-11-01 21.766758407583698
2009-12-01 21.879796062963400
2010-01-01 23.148521940558500
2010-02-01 22.245931992849500
2010-03-01 22.244028805820400
2010-04-01 22.884827893109797
2010-05-01 23.000132266246300
2010-06-01 23.330914991641800
2010-07-01 23.992775189202398
2010-08-01 23.672750569637103
2010-09-01 24.131886328461400
2010-10-01 23.565161426019397
2010-11-01 23.391687531614398
2010-12-01 23.557626809457304
2011-01-01 23.990893421030602
2011-02-01 23.646099761738000
2011-03-01 23.414116661015700
2011-04-01 23.219146384221300
2011-05-01 23.155081251031800
2011-06-01 21.866113018038000
2011-07-01 22.902975841414900
2011-08-01 22.679034812224998
2011-09-01 23.915260768169198
2011-10-01 24.618889235776200
2011-11-01 24.321771553165900
2011-12-01 24.466031203501895
2012-01-01 21.876927172345100
2012-02-01 24.215460999677703
2012-03-01 24.324858935011200
2012-04-01 25.127762781341500
2012-05-01 25.080387069515300
2012-06-01 24.795975693731400
2012-07-01 24.874106899646698
2012-08-01 25.269558309063300
2012-09-01 25.280742861543303
2012-10-01 25.623063692682600
2012-11-01 25.875539471462000
2012-12-01 25.947715756651696
2013-01-01 23.971300551668502
2013-02-01 26.066767013127700
2013-03-01 26.388209009513503
2013-04-01 26.001026327243500
2013-05-01 26.293680646503000
2013-06-01 25.865694535230304
2013-07-01 25.950658489619396
2013-08-01 26.085056608138000
2013-09-01 26.222445295130896
2013-10-01 26.319260066171400
2013-11-01 26.374947400004803
2013-12-01 26.499715381270700
2014-01-01 25.460848566323104
2014-02-01 27.189750785845900
2014-03-01 26.895956351726603
2014-04-01 27.028629529902396
2014-05-01 27.074859078397303
2014-06-01 26.853382629673400
2014-07-01 27.062041091780700
2014-08-01 27.092066050597400
2014-09-01 27.258459666305300
2014-10-01 27.332170148087602
2014-11-01 27.302467666587000
2014-12-01 27.378796238152600
2015-01-01 28.553232045767697
2015-02-01 27.932526278408300
2015-03-01 27.627006357041697
2015-04-01 27.749768297779198
2015-05-01 27.573494075611200
2015-06-01 28.104067292251898
2015-07-01 28.138273742031103
2015-08-01 27.872876071590200
2015-09-01 27.547808089447500
2015-10-01 27.980707659378300
2015-11-01 28.007089183247400
2015-12-01 27.947447616263300
2016-01-01 27.051866742077898
2016-02-01 27.265141215653000
2016-03-01 27.706906684422897
2016-04-01 27.416393083744000
2016-05-01 27.590662275009798
2016-06-01 28.333402303344100
2016-07-01 28.297888677715697
2016-08-01 28.428313955282400
2016-09-01 27.976623186273198
2016-10-01 27.771359436751600
2016-11-01 27.871975547763000
2016-12-01 27.823760118083300
2017-01-01 27.097241196335602
2017-02-01 28.199228180336398
2017-03-01 27.922886054902200
2017-04-01 28.134847526090102
2017-05-01 28.166312264092900
2017-06-01 27.735629509455900
2017-07-01 27.124732086334500
2017-08-01 27.756608974267300
2017-09-01 28.591492947997605
2017-10-01 28.390647141077800
2017-11-01 28.346456395045198
2017-12-01 28.375349199355195
2018-01-01 27.392468053602500
2018-02-01 28.142879148417602
2018-03-01 28.353851410161300
2018-04-01 28.393705940244605
2018-05-01 28.237575606104304
2018-06-01 27.909470896868300
2018-07-01 27.654415931542000
2018-08-01 27.732130530406500
2018-09-01 27.619896973565698
2018-10-01 28.827721927727698
2018-11-01 28.923861468430300
2018-12-01 28.797617419750200
2019-01-01 29.456204806840200
2019-02-01 29.978996696192603
2019-03-01 30.240670196314900
2019-04-01 33.002577553525800
2019-05-01 33.107935177658800
2019-06-01 33.190279211778200
2019-07-01 33.668196761412304
2019-08-01 34.163520565032500
2019-09-01 33.894604718800600
2019-10-01 33.361953847892700
2019-11-01 33.086534133954900
2019-12-01 33.327310518756796
2020-01-01 33.592608667030000
2020-02-01 33.460972504222000
2020-03-01 33.304866341350600
2020-04-01 29.093284626501700
2020-05-01 29.276342046361197
2020-06-01 29.662033752480003
2020-07-01 29.461035805412504
2020-08-01 29.514493628694897
2020-09-01 29.058310605055000
2020-10-01 28.722026759315100
2020-11-01 28.767346201240200
2020-12-01 29.002801868048600
2021-01-01 29.116279776269103
2021-02-01 28.484982255228400
2021-03-01 27.190906880701300
2021-04-01 27.775069607385603
2021-05-01 28.262199545973700
2021-06-01 28.363912247046198
2021-07-01 28.717964927103502
2021-08-01 28.923430868557300
2021-09-01 29.136987341168500
2021-10-01 29.453288040863000
2021-11-01 29.683201490252700
2021-12-01 29.566321991785300
2022-01-01 29.846622345703302
2022-02-01 29.879642096098500
2022-03-01 30.153358290478600
2022-04-01 30.114527706899800
2022-05-01 29.956463460052100
2022-06-01 30.279359327573600
2022-07-01 30.185550085636603
2022-08-01 30.408266712196603
2022-09-01 30.415719251934100
2022-10-01 30.545487318998397
2022-11-01 30.579447027297000
2022-12-01 30.636903095562000
2023-01-01 30.822596796438102
2023-02-01 30.702120258156100
2023-03-01 30.862692357684303
2023-04-01 31.052947997513600
2023-05-01 31.029665732096200
2023-06-01 31.594497944014100
2023-07-01 30.828709878880800
2023-08-01 30.772331108196997
2023-09-01 31.023033794256100
2023-10-01 30.922995799037300
2023-11-01 30.963246247768897
2023-12-01 31.233622212246598
2024-01-01 31.526009219675604
2024-02-01 31.401613614030104
2024-03-01 31.450729790219498
2024-04-01 31.696957904368100
2024-05-01 31.894423063415500
2024-06-01 31.709540344551700
2024-07-01 32.730227473890700
2024-08-01 32.294465804699804

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