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 2024-10-01
Last Updated 2024-11-20 6:51 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 32.126146827690000
1990-02-01 32.024246072372100
1990-03-01 32.252316172165500
1990-04-01 32.365929009476700
1990-05-01 32.622038946319900
1990-06-01 32.697841774270394
1990-07-01 33.100975423662000
1990-08-01 33.060916923261900
1990-09-01 33.275047890061806
1990-10-01 33.879288829346500
1990-11-01 33.970002620934000
1990-12-01 34.285431781037300
1991-01-01 33.450404971780700
1991-02-01 34.135918456849700
1991-03-01 33.534397015540500
1991-04-01 34.177803760315700
1991-05-01 34.228409821677000
1991-06-01 34.386971524054500
1991-07-01 34.514269581906900
1991-08-01 34.946506332025500
1991-09-01 34.751393673374200
1991-10-01 35.104804935043504
1991-11-01 35.079481456229104
1991-12-01 35.284353365555100
1992-01-01 34.687421206095100
1992-02-01 35.016688039284800
1992-03-01 34.795401016291400
1992-04-01 34.886487131228700
1992-05-01 34.927546176948900
1992-06-01 35.056389039023200
1992-07-01 35.248414381253900
1992-08-01 35.141367369335300
1992-09-01 35.419175228628895
1992-10-01 35.344068172558600
1992-11-01 35.608775955630000
1992-12-01 35.607268155492500
1993-01-01 35.926241809194700
1993-02-01 35.872480841784700
1993-03-01 35.644297015662396
1993-04-01 36.606827944041290
1993-05-01 36.708070086067900
1993-06-01 36.808528958869900
1993-07-01 36.785047091036700
1993-08-01 36.962593986860206
1993-09-01 37.085854240322796
1993-10-01 36.880195116856500
1993-11-01 36.952290918228100
1993-12-01 37.141166257700400
1994-01-01 36.749166836127700
1994-02-01 36.824511751411800
1994-03-01 36.891297593228900
1994-04-01 36.493080956446400
1994-05-01 36.448996194845400
1994-06-01 36.443359070759600
1994-07-01 36.350327481113400
1994-08-01 36.522169653382200
1994-09-01 36.584521070093295
1994-10-01 36.203819093742300
1994-11-01 36.411355246927290
1994-12-01 36.386565700459705
1995-01-01 36.546653092622600
1995-02-01 36.665679535284300
1995-03-01 36.758884892502900
1995-04-01 36.664080234160400
1995-05-01 36.665665131260205
1995-06-01 36.881919187589500
1995-07-01 37.306798763192500
1995-08-01 37.405852157863100
1995-09-01 37.519992827963290
1995-10-01 36.916563099202400
1995-11-01 36.852175914828900
1995-12-01 37.029918231751296
1996-01-01 37.332899889887294
1996-02-01 37.407680853724400
1996-03-01 37.331832490785700
1996-04-01 37.218660342696296
1996-05-01 37.589113002049500
1996-06-01 37.924516082262700
1996-07-01 37.568209008186100
1996-08-01 37.593997762375900
1996-09-01 37.690797676693900
1996-10-01 37.813871881056600
1996-11-01 37.663653602742800
1996-12-01 37.746323709788705
1997-01-01 37.617651676365400
1997-02-01 37.758695525639894
1997-03-01 37.931649409554700
1997-04-01 38.273520616181600
1997-05-01 38.217664783748900
1997-06-01 38.293296636499210
1997-07-01 38.021250545166104
1997-08-01 38.057140312638104
1997-09-01 38.355941329093596
1997-10-01 38.425656737185200
1997-11-01 38.532461794273500
1997-12-01 38.741422298382700
1998-01-01 39.231592232697900
1998-02-01 39.148245763606700
1998-03-01 39.123708162784204
1998-04-01 39.740064296806100
1998-05-01 39.854288630765100
1998-06-01 39.985464729276710
1998-07-01 40.263437204306200
1998-08-01 40.283540084685896
1998-09-01 40.307922770071706
1998-10-01 40.549180096326000
1998-11-01 40.786417075370100
1998-12-01 40.905617535774900
1999-01-01 41.477055142853900
1999-02-01 41.559960116723900
1999-03-01 41.621967562972500
1999-04-01 41.118283051379900
1999-05-01 41.207605691796600
1999-06-01 41.421705786786795
1999-07-01 40.861367638075000
1999-08-01 41.032216093831900
1999-09-01 41.235916341976400
1999-10-01 41.293784006407705
1999-11-01 41.433209987786400
1999-12-01 41.488334073930500
2000-01-01 41.118556617390000
2000-02-01 41.191075881211000
2000-03-01 41.326038693122400
2000-04-01 41.620092983912700
2000-05-01 41.581306783776796
2000-06-01 41.773033149249900
2000-07-01 41.827090288756600
2000-08-01 42.245474015167495
2000-09-01 42.445311821159500
2000-10-01 42.635544532619290
2000-11-01 42.907143366264800
2000-12-01 43.670065900772290
2001-01-01 42.872288718725200
2001-02-01 43.029190139246500
2001-03-01 43.348547269982400
2001-04-01 43.215405546602405
2001-05-01 43.756570183908200
2001-06-01 43.611636899916400
2001-07-01 44.085915958410204
2001-08-01 44.137469477906800
2001-09-01 44.043175649599505
2001-10-01 45.476625503668790
2001-11-01 45.404353473949500
2001-12-01 45.466366503279400
2002-01-01 45.522962662828000
2002-02-01 45.773211857828706
2002-03-01 46.070363497870000
2002-04-01 44.920649433056100
2002-05-01 44.351750211648500
2002-06-01 43.829862219555395
2002-07-01 43.533734773180000
2002-08-01 43.058674635590290
2002-09-01 42.632174612919800
2002-10-01 41.873038342171200
2002-11-01 41.641394671755600
2002-12-01 40.803068366184200
2003-01-01 40.846199737933500
2003-02-01 40.885597473725000
2003-03-01 40.926470382439300
2003-04-01 41.326687982678600
2003-05-01 41.492320808135204
2003-06-01 41.531016514169900
2003-07-01 41.596369289268900
2003-08-01 41.818900468763790
2003-09-01 41.826135952878204
2003-10-01 41.671633585847395
2003-11-01 41.865043269888396
2003-12-01 42.008373639175500
2004-01-01 42.212009166203710
2004-02-01 42.092488914467104
2004-03-01 42.054280503981500
2004-04-01 41.945166948318096
2004-05-01 41.939163004504710
2004-06-01 42.012866535095895
2004-07-01 41.880550597687500
2004-08-01 41.909321562229800
2004-09-01 41.925821081968400
2004-10-01 42.451616553301896
2004-11-01 42.174587309292000
2004-12-01 42.309545726509900
2005-01-01 42.441087133286000
2005-02-01 42.486752777341500
2005-03-01 42.588135909243200
2005-04-01 42.567833449760400
2005-05-01 42.599562845600000
2005-06-01 42.410283925694300
2005-07-01 43.180533962114104
2005-08-01 43.215365892437404
2005-09-01 43.322325848550605
2005-10-01 43.712986080694506
2005-11-01 43.459580464094490
2005-12-01 43.498491784116600
2006-01-01 43.478702065748800
2006-02-01 43.583730138774500
2006-03-01 43.724098326835700
2006-04-01 43.796285968110200
2006-05-01 43.948868757174300
2006-06-01 44.045164029469010
2006-07-01 43.860790826648596
2006-08-01 43.935248648430200
2006-09-01 44.223357254267796
2006-10-01 43.949135526240600
2006-11-01 44.044941257850105
2006-12-01 44.191276081253500
2007-01-01 43.721064532176200
2007-02-01 44.180529256124200
2007-03-01 44.365377234792300
2007-04-01 43.806591689211700
2007-05-01 43.974677205148000
2007-06-01 44.401258344441395
2007-07-01 44.235329590991796
2007-08-01 44.360991654710700
2007-09-01 44.317812668121400
2007-10-01 44.402807531828700
2007-11-01 44.535934334483100
2007-12-01 44.474927111389704
2008-01-01 44.902819408563900
2008-02-01 44.985733484725200
2008-03-01 44.998047947733795
2008-04-01 45.189091526789895
2008-05-01 45.373423009699100
2008-06-01 45.457871511309000
2008-07-01 45.811273592078100
2008-08-01 45.980990548589105
2008-09-01 46.220900233586900
2008-10-01 46.272254959868500
2008-11-01 46.443250170870705
2008-12-01 46.453455305146210
2009-01-01 46.701428339657100
2009-02-01 46.795882994243400
2009-03-01 46.907259595828290
2009-04-01 47.361918426062900
2009-05-01 47.751405175602294
2009-06-01 48.106182571193510
2009-07-01 48.797743319964894
2009-08-01 49.193759979438800
2009-09-01 49.838603123632005
2009-10-01 50.654266746374000
2009-11-01 50.948018572411100
2009-12-01 51.601183628601290
2010-01-01 51.745340857799704
2010-02-01 51.522691579999396
2010-03-01 52.189633631724100
2010-04-01 52.426925105486795
2010-05-01 52.533262687067000
2010-06-01 52.545150812873100
2010-07-01 52.596334334606894
2010-08-01 52.399162098600800
2010-09-01 52.061494617634900
2010-10-01 52.142069711883790
2010-11-01 52.140860610689494
2010-12-01 52.270683881212996
2011-01-01 52.290135637706000
2011-02-01 52.446368821289795
2011-03-01 52.536613295264594
2011-04-01 52.716965108701100
2011-05-01 52.831948698316900
2011-06-01 52.845754247266210
2011-07-01 52.926776175349204
2011-08-01 53.097015707670000
2011-09-01 53.476356007630300
2011-10-01 53.540087955990400
2011-11-01 53.705997941773006
2011-12-01 53.922276225823005
2012-01-01 54.663123805623506
2012-02-01 55.082125129583105
2012-03-01 55.477037003478900
2012-04-01 55.730420931396700
2012-05-01 56.042751611010500
2012-06-01 56.639786091926700
2012-07-01 56.563992607664900
2012-08-01 56.888136210099894
2012-09-01 56.985842827499600
2012-10-01 57.324399459934600
2012-11-01 57.444182616888895
2012-12-01 57.867828693586400
2013-01-01 57.420825272681796
2013-02-01 57.518550648672400
2013-03-01 57.734082589920400
2013-04-01 57.866003628533790
2013-05-01 57.870135220307400
2013-06-01 58.027181815504704
2013-07-01 58.100786005769500
2013-08-01 58.285172359073900
2013-09-01 58.179679009765610
2013-10-01 58.193262559365700
2013-11-01 58.481709079553500
2013-12-01 58.338668609934000
2014-01-01 58.559048276141100
2014-02-01 58.647313100171395
2014-03-01 58.714156485546000
2014-04-01 58.705700401977610
2014-05-01 58.799470880432200
2014-06-01 59.014777056936296
2014-07-01 58.825089751746900
2014-08-01 59.308434113441200
2014-09-01 59.572259043861400
2014-10-01 59.654428291069095
2014-11-01 59.830178423390500
2014-12-01 60.006851110631710
2015-01-01 59.969833572071600
2015-02-01 60.156315423632500
2015-03-01 60.405612104182396
2015-04-01 60.434791741437905
2015-05-01 60.938041267915295
2015-06-01 60.997741960337800
2015-07-01 61.360056401447400
2015-08-01 61.447051474257790
2015-09-01 61.671395645653800
2015-10-01 62.317464239225800
2015-11-01 62.190783953550610
2015-12-01 62.761348060512300
2016-01-01 62.480589742223100
2016-02-01 62.435319631060800
2016-03-01 62.597073034290600
2016-04-01 62.946908207989700
2016-05-01 63.065334209819900
2016-06-01 62.794508154012796
2016-07-01 63.910328846237896
2016-08-01 63.904671995143700
2016-09-01 64.482730157434800
2016-10-01 64.303840690844300
2016-11-01 64.250154159151490
2016-12-01 64.526713164749000
2017-01-01 64.759627681934500
2017-02-01 65.081816163987400
2017-03-01 65.786259386255800
2017-04-01 65.540768132859710
2017-05-01 65.803486890995290
2017-06-01 66.012499232816710
2017-07-01 66.090095650189300
2017-08-01 65.958507737527000
2017-09-01 66.218501478402700
2017-10-01 66.175087390184500
2017-11-01 66.301102879127500
2017-12-01 66.490178599807210
2018-01-01 66.734397063642200
2018-02-01 66.799932874412700
2018-03-01 66.988376459002710
2018-04-01 67.013911596843400
2018-05-01 67.025351771279790
2018-06-01 67.358146025006290
2018-07-01 67.268711254113000
2018-08-01 67.519792240782900
2018-09-01 67.669040534110790
2018-10-01 67.758695172250500
2018-11-01 67.929397267527110
2018-12-01 68.064260057908200
2019-01-01 68.087758930562300
2019-02-01 68.313045466405200
2019-03-01 68.790455650561300
2019-04-01 68.491545111214600
2019-05-01 68.535922853445800
2019-06-01 68.619557704568400
2019-07-01 68.760613372643790
2019-08-01 68.970639846552400
2019-09-01 69.035256491348700
2019-10-01 69.012966302627400
2019-11-01 69.453276268647800
2019-12-01 69.550722895475100
2020-01-01 70.257211366294700
2020-02-01 70.235532751892500
2020-03-01 69.708146455077000
2020-04-01 58.480279998321000
2020-05-01 61.190566411123800
2020-06-01 65.973815786961410
2020-07-01 67.313835442108400
2020-08-01 68.207690399389700
2020-09-01 68.992184838030610
2020-10-01 70.158437190691900
2020-11-01 70.597690499540500
2020-12-01 71.235525150066010
2021-01-01 71.839673748409800
2021-02-01 72.384385077710500
2021-03-01 72.636005243495900
2021-04-01 73.377890586018900
2021-05-01 73.451213878566500
2021-06-01 73.449118102237700
2021-07-01 73.589596054883000
2021-08-01 73.239823743588900
2021-09-01 73.274777555942700
2021-10-01 74.855917767682580
2021-11-01 74.955509548025700
2021-12-01 75.313522827039400
2022-01-01 74.953224653563700
2022-02-01 74.862310919183400
2022-03-01 75.174344691152300
2022-04-01 74.777421556437600
2022-05-01 74.882646326799200
2022-06-01 74.869589837593200
2022-07-01 74.993548016910900
2022-08-01 75.460511395424000
2022-09-01 75.709680199107600
2022-10-01 76.507009403392900
2022-11-01 77.063671644887400
2022-12-01 77.307144208596200
2023-01-01 78.081190294423590
2023-02-01 78.562677935576590
2023-03-01 78.992688232585900
2023-04-01 79.391958524767400
2023-05-01 79.824433557945800
2023-06-01 80.081071493092700
2023-07-01 80.212385890871200
2023-08-01 80.572458644728000
2023-09-01 81.260164321088500
2023-10-01 80.948604795584500
2023-11-01 80.662786204568920
2023-12-01 80.893252668860300
2024-01-01 80.611115847278500
2024-02-01 80.877149172919900
2024-03-01 80.703744080310910
2024-04-01 81.002155486960000
2024-05-01 81.388876045381500
2024-06-01 81.569913974686500
2024-07-01 81.804877754576710
2024-08-01 81.763757389737100
2024-09-01 81.752901941384300
2024-10-01 81.943777873154400

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