Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846562100001SA
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 2024-11-01
Last Updated 2024-12-21 7:05 AM CST
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 32.125344095533400
1990-02-01 32.024289270703000
1990-03-01 32.252176766043400
1990-04-01 32.365849601659400
1990-05-01 32.622023079104800
1990-06-01 32.697868824069100
1990-07-01 33.101032957368304
1990-08-01 33.060984618334196
1990-09-01 33.275166966347200
1990-10-01 33.879397025523300
1990-11-01 33.970197384435500
1990-12-01 34.285824579426200
1991-01-01 33.449656451146495
1991-02-01 34.135948760738500
1991-03-01 33.534253788437700
1991-04-01 34.177728402030894
1991-05-01 34.228397650378000
1991-06-01 34.387001787797000
1991-07-01 34.514323774485400
1991-08-01 34.946567737917700
1991-09-01 34.751507620039700
1991-10-01 35.104896624003500
1991-11-01 35.079648729181200
1991-12-01 35.284703720570300
1992-01-01 34.686790870126200
1992-02-01 35.016688990875700
1992-03-01 34.795273455635100
1992-04-01 34.886424255597700
1992-05-01 34.927536757510296
1992-06-01 35.056419155589700
1992-07-01 35.248466056510790
1992-08-01 35.141420051154900
1992-09-01 35.419281875573500
1992-10-01 35.344136503160290
1992-11-01 35.608881095742400
1992-12-01 35.607526102669300
1993-01-01 35.925757726521894
1993-02-01 35.872470389849300
1993-03-01 35.644201136519200
1993-04-01 36.606784009359200
1993-05-01 36.708067651652100
1993-06-01 36.808558490317296
1993-07-01 36.785095394789900
1993-08-01 36.962640435763100
1993-09-01 37.085954803791700
1993-10-01 36.880238175811600
1993-11-01 36.952332157953700
1993-12-01 37.141305479292500
1994-01-01 36.748882004920500
1994-02-01 36.824483444830000
1994-03-01 36.891230998765000
1994-04-01 36.493056598450100
1994-05-01 36.449002975041700
1994-06-01 36.443384121317000
1994-07-01 36.350369671765400
1994-08-01 36.522210661389200
1994-09-01 36.584605996802296
1994-10-01 36.203836954795100
1994-11-01 36.411339292668200
1994-12-01 36.386602699828900
1995-01-01 36.546525620709794
1995-02-01 36.665654700692600
1995-03-01 36.758838497273800
1995-04-01 36.664070131954800
1995-05-01 36.665679292001400
1995-06-01 36.881937721475700
1995-07-01 37.306833166265505
1995-08-01 37.405888665792700
1995-09-01 37.520064890872400
1995-10-01 36.916562842368000
1995-11-01 36.852140289125295
1995-12-01 37.029898896443100
1996-01-01 37.332868095494900
1996-02-01 37.407653390712206
1996-03-01 37.331800038540200
1996-04-01 37.218653699958800
1996-05-01 37.589127102679400
1996-06-01 37.924530286327000
1996-07-01 37.568238307783000
1996-08-01 37.594029914974500
1996-09-01 37.690854815274100
1996-10-01 37.813864997661206
1996-11-01 37.663615057138600
1996-12-01 37.746301476405800
1997-01-01 37.617629615196100
1997-02-01 37.758676466200500
1997-03-01 37.931632089124500
1997-04-01 38.273513669357800
1997-05-01 38.217674788934204
1997-06-01 38.293310114728800
1997-07-01 38.021279123381900
1997-08-01 38.057167486969206
1997-09-01 38.355980467146500
1997-10-01 38.425651891186000
1997-11-01 38.532433078630795
1997-12-01 38.741401762068800
1998-01-01 39.231571992117900
1998-02-01 39.148225029441500
1998-03-01 39.123693414320200
1998-04-01 39.740054174201205
1998-05-01 39.854295838251000
1998-06-01 39.985483905510605
1998-07-01 40.263470175842900
1998-08-01 40.283570099379794
1998-09-01 40.307959699397200
1998-10-01 40.549165144074600
1998-11-01 40.786390893967900
1998-12-01 40.905605013267500
1999-01-01 41.477041259788100
1999-02-01 41.559929434863290
1999-03-01 41.621921064004500
1999-04-01 41.118284629638900
1999-05-01 41.207619734875600
1999-06-01 41.421734015639500
1999-07-01 40.861406611402200
1999-08-01 41.032253296759400
1999-09-01 41.235960483199705
1999-10-01 41.293743769128900
1999-11-01 41.433186569569294
1999-12-01 41.488330901040705
2000-01-01 41.118547502472890
2000-02-01 41.191034732347100
2000-03-01 41.325960058429800
2000-04-01 41.620105741214900
2000-05-01 41.581328875973300
2000-06-01 41.773071995847700
2000-07-01 41.827138418417896
2000-08-01 42.245525338095700
2000-09-01 42.445378112116790
2000-10-01 42.635457783205794
2000-11-01 42.907117537716296
2000-12-01 43.670069004238606
2001-01-01 42.872285902609796
2001-02-01 43.029138863606100
2001-03-01 43.348436035657700
2001-04-01 43.215432807759704
2001-05-01 43.756605035640796
2001-06-01 43.611684419921296
2001-07-01 44.085973936683395
2001-08-01 44.137533552874400
2001-09-01 44.043251792293100
2001-10-01 45.476490945238700
2001-11-01 45.404329963365400
2001-12-01 45.466373478806496
2002-01-01 45.522959421884790
2002-02-01 45.773158379620800
2002-03-01 46.070247585062500
2002-04-01 44.920680271499300
2002-05-01 44.351789638240795
2002-06-01 43.829912213939000
2002-07-01 43.533793458252106
2002-08-01 43.058738534591996
2002-09-01 42.632250826945900
2002-10-01 41.872883754566395
2002-11-01 41.641377592470896
2002-12-01 40.803075702512100
2003-01-01 40.846203571744105
2003-02-01 40.885558046236000
2003-03-01 40.926376534561500
2003-04-01 41.326721750844300
2003-05-01 41.492357960255900
2003-06-01 41.531059169472400
2003-07-01 41.596418675961600
2003-08-01 41.818952323063400
2003-09-01 41.826193896139400
2003-10-01 41.671479868286795
2003-11-01 41.865034255579500
2003-12-01 42.008380836372600
2004-01-01 42.212013226496700
2004-02-01 42.092463526501000
2004-03-01 42.054220621932394
2004-04-01 41.945192828380996
2004-05-01 41.939190391898100
2004-06-01 42.012901551404600
2004-07-01 41.880589063286706
2004-08-01 41.909356178340600
2004-09-01 41.925858881709104
2004-10-01 42.451481089534300
2004-11-01 42.174586281780500
2004-12-01 42.309551367967700
2005-01-01 42.441091523812000
2005-02-01 42.486742263079705
2005-03-01 42.588111393980200
2005-04-01 42.567849677167700
2005-05-01 42.599578686182500
2005-06-01 42.410308851924100
2005-07-01 43.180559484096200
2005-08-01 43.215382713813106
2005-09-01 43.322340929952900
2005-10-01 43.712891895305300
2005-11-01 43.459582999481790
2005-12-01 43.498495122734100
2006-01-01 43.478702836236600
2006-02-01 43.583730253349100
2006-03-01 43.724105057663095
2006-04-01 43.796289109954394
2006-05-01 43.948872947894706
2006-06-01 44.045180330294800
2006-07-01 43.860804454836504
2006-08-01 43.935252936393994
2006-09-01 44.223363448805400
2006-10-01 43.949080947447500
2006-11-01 44.044941256012400
2006-12-01 44.191277469950400
2007-01-01 43.721068008721296
2007-02-01 44.180532647991505
2007-03-01 44.365385976772700
2007-04-01 43.806594080976710
2007-05-01 43.974677690426400
2007-06-01 44.401267232402404
2007-07-01 44.235334596216000
2007-08-01 44.360990139007995
2007-09-01 44.317813378285900
2007-10-01 44.402784689827700
2007-11-01 44.535931611643704
2007-12-01 44.474927201968896
2008-01-01 44.902822215642500
2008-02-01 44.985736096972200
2008-03-01 44.998055447376004
2008-04-01 45.189092549028300
2008-05-01 45.373422093652800
2008-06-01 45.457876820995910
2008-07-01 45.811274549432710
2008-08-01 45.980988323022790
2008-09-01 46.220899514093500
2008-10-01 46.272245654726800
2008-11-01 46.443248107173600
2008-12-01 46.453455560170100
2009-01-01 46.701430046049100
2009-02-01 46.795884534301800
2009-03-01 46.907264539701200
2009-04-01 47.361918788847700
2009-05-01 47.751404662943100
2009-06-01 48.106185337235790
2009-07-01 48.797742415319796
2009-08-01 49.193758031821700
2009-09-01 49.838600990684010
2009-10-01 50.654263064929104
2009-11-01 50.948016584118605
2009-12-01 51.601183847502206
2010-01-01 51.745349566720705
2010-02-01 51.522691971832510
2010-03-01 52.189635344626396
2010-04-01 52.426923143517900
2010-05-01 52.533260509856010
2010-06-01 52.545150192905900
2010-07-01 52.596332220336290
2010-08-01 52.399160243656700
2010-09-01 52.061493093520500
2010-10-01 52.142070452848610
2010-11-01 52.140854677118504
2010-12-01 52.270689952308500
2011-01-01 52.290156203489890
2011-02-01 52.446370644225290
2011-03-01 52.536611113926700
2011-04-01 52.716957744090200
2011-05-01 52.831939099579900
2011-06-01 52.845743152330996
2011-07-01 52.926768794521100
2011-08-01 53.097012895841210
2011-09-01 53.476358788337095
2011-10-01 53.540099533822800
2011-11-01 53.705995574606600
2011-12-01 53.922292348783600
2012-01-01 54.663160812375400
2012-02-01 55.082135659545300
2012-03-01 55.477046130879600
2012-04-01 55.730358514207495
2012-05-01 56.042737816605900
2012-06-01 56.639763693304790
2012-07-01 56.563971957146500
2012-08-01 56.888122786060100
2012-09-01 56.985840524017400
2012-10-01 57.324483876767594
2012-11-01 57.444167717585490
2012-12-01 57.867871178727600
2013-01-01 57.420871408954500
2013-02-01 57.518568583124800
2013-03-01 57.734096847693500
2013-04-01 57.865884846337394
2013-05-01 57.870137000986700
2013-06-01 58.027099710870104
2013-07-01 58.100725707587394
2013-08-01 58.285167141136206
2013-09-01 58.179695245735200
2013-10-01 58.193427254883600
2013-11-01 58.481697101677000
2013-12-01 58.338741104310500
2014-01-01 58.559106844903205
2014-02-01 58.647347520768300
2014-03-01 58.714110929809500
2014-04-01 58.705536686559400
2014-05-01 58.799492773079800
2014-06-01 59.014630306303790
2014-07-01 58.824983690744105
2014-08-01 59.308437720773895
2014-09-01 59.572299626736005
2014-10-01 59.654688625161290
2014-11-01 59.830192623080400
2014-12-01 60.006996854611300
2015-01-01 59.969947336536290
2015-02-01 60.156403398698300
2015-03-01 60.405488917622300
2015-04-01 60.434562551338200
2015-05-01 60.937941346651600
2015-06-01 60.997293899413606
2015-07-01 61.359716516215500
2015-08-01 61.447083296998800
2015-09-01 61.671718462969600
2015-10-01 62.318129081517000
2015-11-01 62.191139785427890
2015-12-01 62.761656121996900
2016-01-01 62.480709599073000
2016-02-01 62.435378820992206
2016-03-01 62.596638195652700
2016-04-01 62.946454246007800
2016-05-01 63.064839824960900
2016-06-01 62.793370749547800
2016-07-01 63.909409422137610
2016-08-01 63.904783740107604
2016-09-01 64.483892723646900
2016-10-01 64.305688377897800
2016-11-01 64.251488784534800
2016-12-01 64.527423329831890
2017-01-01 64.759482438133100
2017-02-01 65.081325770886700
2017-03-01 65.785184450322200
2017-04-01 65.539906032982700
2017-05-01 65.802033797940400
2017-06-01 66.010441838726000
2017-07-01 66.088342853273100
2017-08-01 65.957400955648700
2017-09-01 66.217984763809700
2017-10-01 66.187958890543000
2017-11-01 66.300966659775200
2017-12-01 66.489946828249900
2018-01-01 66.733523060721000
2018-02-01 66.798474280146700
2018-03-01 66.985796771141710
2018-04-01 67.012228918777800
2018-05-01 67.023000720673600
2018-06-01 67.355351219969310
2018-07-01 67.266286167681900
2018-08-01 67.517418701136500
2018-09-01 67.666970896183700
2018-10-01 67.784120325147100
2018-11-01 67.928452547419500
2018-12-01 68.061635857613500
2019-01-01 68.086851062870300
2019-02-01 68.311544471534800
2019-03-01 68.782258958441700
2019-04-01 68.489941202611400
2019-05-01 68.533310630920400
2019-06-01 68.616383388781200
2019-07-01 68.757851221784400
2019-08-01 68.967499536815210
2019-09-01 69.031893672698400
2019-10-01 69.051133274348200
2019-11-01 69.451161251745900
2019-12-01 69.545146247660800
2020-01-01 70.255806735412500
2020-02-01 70.233594544660700
2020-03-01 69.693893887292200
2020-04-01 58.478803157909900
2020-05-01 61.188539130652890
2020-06-01 65.970992330426000
2020-07-01 67.311853303019290
2020-08-01 68.206233532636100
2020-09-01 68.990702591934990
2020-10-01 70.199727334603900
2020-11-01 70.596868391559500
2020-12-01 71.227544376139100
2021-01-01 71.836914693556300
2021-02-01 72.380969993840800
2021-03-01 72.616582975555290
2021-04-01 73.375773203936400
2021-05-01 73.449321697551600
2021-06-01 73.447518577423800
2021-07-01 73.588991753098400
2021-08-01 73.239732243815600
2021-09-01 73.274625905739200
2021-10-01 74.908897466421700
2021-11-01 74.947828358051700
2021-12-01 75.302402026093500
2022-01-01 74.949621223534210
2022-02-01 74.854662736987900
2022-03-01 75.153328898065210
2022-04-01 74.774528647412100
2022-05-01 74.881232533450600
2022-06-01 74.869744474566910
2022-07-01 74.995486179009290
2022-08-01 75.463728228056200
2022-09-01 75.713626799517600
2022-10-01 76.561330665723090
2022-11-01 77.050330498179600
2022-12-01 77.293646281373910
2023-01-01 78.077774088875290
2023-02-01 78.550713345475200
2023-03-01 78.969763680858100
2023-04-01 79.389002483190410
2023-05-01 79.823429865233790
2023-06-01 80.082894009994090
2023-07-01 80.216647069761000
2023-08-01 80.578712084821090
2023-09-01 81.268337686784400
2023-10-01 81.007594534196800
2023-11-01 80.641675337564500
2023-12-01 80.878143806469710
2024-01-01 80.608336756668000
2024-02-01 80.860115541605210
2024-03-01 80.681967378899600
2024-04-01 80.998842448058080
2024-05-01 81.387212015969200
2024-06-01 81.571422278674000
2024-07-01 81.810092431309800
2024-08-01 81.772212351549800
2024-09-01 81.763850554057500
2024-10-01 81.898921300019800
2024-11-01 82.252023214225290

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