Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Philadelphia, PA (MD)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Philadelphia, PA (MD)
Series ID SMU42379646562000001SA
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 2024-09-01
Last Updated 2024-10-23 6:09 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
1990-01-01 121.76321061299700
1990-02-01 122.25824903730700
1990-03-01 122.86423721801100
1990-04-01 121.32793299208299
1990-05-01 122.75103291541299
1990-06-01 123.25489544388500
1990-07-01 123.71221717183701
1990-08-01 123.81986208913901
1990-09-01 124.02304784328800
1990-10-01 124.10891368410499
1990-11-01 124.78369253316800
1990-12-01 124.76045864369400
1991-01-01 127.29195279806801
1991-02-01 127.39287641824900
1991-03-01 127.97734248595600
1991-04-01 128.12043205077200
1991-05-01 128.10443142734400
1991-06-01 128.80701330194100
1991-07-01 129.51284810622200
1991-08-01 130.17748062537100
1991-09-01 131.24723931701200
1991-10-01 130.55755795453300
1991-11-01 130.68899424415400
1991-12-01 131.43704928464200
1992-01-01 132.68488385014000
1992-02-01 132.94680662521500
1992-03-01 133.46184337553600
1992-04-01 134.66367188103600
1992-05-01 135.21102833864902
1992-06-01 135.33656099495300
1992-07-01 135.29093371273300
1992-08-01 135.39212571138000
1992-09-01 135.64112939792000
1992-10-01 135.98994305862800
1992-11-01 136.10161711530600
1992-12-01 136.43135861667800
1993-01-01 136.93454407322300
1993-02-01 136.85157845731700
1993-03-01 136.68564968161100
1993-04-01 136.11850157209000
1993-05-01 136.37830232828802
1993-06-01 136.61073811535500
1993-07-01 136.74557388048100
1993-08-01 136.91208231154000
1993-09-01 136.20385955259900
1993-10-01 137.26718698650600
1993-11-01 137.20467131901302
1993-12-01 137.87758901829200
1994-01-01 137.72507199485202
1994-02-01 137.68612897129700
1994-03-01 137.62717111897400
1994-04-01 138.13332124616500
1994-05-01 138.42746447249800
1994-06-01 138.40310764300400
1994-07-01 138.50652548692800
1994-08-01 138.73408826266400
1994-09-01 138.93264801041900
1994-10-01 138.51868209054200
1994-11-01 138.38558825214800
1994-12-01 137.76028754655002
1995-01-01 136.69122916457300
1995-02-01 137.75045961799600
1995-03-01 138.12539826957900
1995-04-01 137.32669906891100
1995-05-01 138.30109762983600
1995-06-01 138.09903178111400
1995-07-01 137.31268829224200
1995-08-01 137.88738819440800
1995-09-01 139.09373108804502
1995-10-01 138.63741577099702
1995-11-01 138.77600838009800
1995-12-01 138.64711466687200
1996-01-01 137.75297035549900
1996-02-01 139.23472756107900
1996-03-01 139.71433574006900
1996-04-01 139.64259488952400
1996-05-01 139.52889042563800
1996-06-01 139.80114972565500
1996-07-01 140.36960609935900
1996-08-01 140.69115389369500
1996-09-01 141.10988164526000
1996-10-01 141.73097761007200
1996-11-01 142.57537050095100
1996-12-01 142.16341344652600
1997-01-01 140.75854626845302
1997-02-01 141.31072763510300
1997-03-01 141.11585667698200
1997-04-01 141.40768643630900
1997-05-01 141.12941570601498
1997-06-01 141.76317346155100
1997-07-01 142.32042844030100
1997-08-01 142.53650382638398
1997-09-01 142.90840401013900
1997-10-01 142.46659716256500
1997-11-01 142.75798559573900
1997-12-01 143.15934212198200
1998-01-01 143.26351239357000
1998-02-01 143.75172571894300
1998-03-01 143.77794455427000
1998-04-01 144.12495579508300
1998-05-01 144.30069783484200
1998-06-01 143.99890102929100
1998-07-01 143.66458465464700
1998-08-01 143.43214555165800
1998-09-01 143.23145030989600
1998-10-01 143.25680942297500
1998-11-01 143.47252991430798
1998-12-01 143.50300012824800
1999-01-01 143.48715188017600
1999-02-01 143.89120297815500
1999-03-01 144.34840237016700
1999-04-01 144.50592711680200
1999-05-01 145.00071907307200
1999-06-01 145.69497384823500
1999-07-01 145.13789974332002
1999-08-01 144.29294485949100
1999-09-01 145.28883258050800
1999-10-01 146.07425001585200
1999-11-01 146.62602835531700
1999-12-01 147.07475328911198
2000-01-01 147.90468337561500
2000-02-01 148.11046190781200
2000-03-01 147.98973609087798
2000-04-01 148.07262980997300
2000-05-01 148.18090520137198
2000-06-01 148.21253612551598
2000-07-01 149.02339223030500
2000-08-01 149.85894908324200
2000-09-01 150.32778812326600
2000-10-01 150.65192657652300
2000-11-01 150.69300725166100
2000-12-01 150.67450821118800
2001-01-01 150.94811860448800
2001-02-01 151.17329418225900
2001-03-01 151.21797820309400
2001-04-01 151.31331667304500
2001-05-01 151.43344030817800
2001-06-01 152.20081747027300
2001-07-01 151.70263790722800
2001-08-01 151.87524446014300
2001-09-01 151.49841396159900
2001-10-01 150.70881050562300
2001-11-01 150.99155616400100
2001-12-01 151.11441849273300
2002-01-01 150.99648879295100
2002-02-01 151.40836602892900
2002-03-01 151.98009488247900
2002-04-01 152.36410510725500
2002-05-01 152.64463922572398
2002-06-01 153.44307454217000
2002-07-01 152.43353720086900
2002-08-01 152.44766336826700
2002-09-01 152.81560085661400
2002-10-01 152.96235374301799
2002-11-01 153.09110139028600
2002-12-01 153.22525114301100
2003-01-01 156.15694275078200
2003-02-01 155.76559224292900
2003-03-01 155.42025077716698
2003-04-01 154.50883335050100
2003-05-01 154.04141272968400
2003-06-01 153.82774290675900
2003-07-01 153.92666100289200
2003-08-01 153.48744361468098
2003-09-01 153.50476700805000
2003-10-01 153.19523005465900
2003-11-01 153.25396631845300
2003-12-01 153.48469662257200
2004-01-01 153.59947924362800
2004-02-01 153.63124072840200
2004-03-01 154.14404103119400
2004-04-01 154.57088962719700
2004-05-01 154.78637956464598
2004-06-01 154.63368929087400
2004-07-01 155.48617085249901
2004-08-01 155.42736878323402
2004-09-01 155.24932882827600
2004-10-01 155.43122921046200
2004-11-01 155.69388247217500
2004-12-01 155.73066416156001
2005-01-01 155.05375231428300
2005-02-01 155.72584624374000
2005-03-01 155.86109082864002
2005-04-01 156.32835430666700
2005-05-01 156.92822852756400
2005-06-01 157.30647539479600
2005-07-01 157.81759485050802
2005-08-01 158.71701804706200
2005-09-01 159.50375860530500
2005-10-01 159.61971379141900
2005-11-01 160.28125056553000
2005-12-01 160.80268812947900
2006-01-01 161.32914849361100
2006-02-01 161.78290153995800
2006-03-01 162.03387184709700
2006-04-01 162.44063372961202
2006-05-01 162.81928078861200
2006-06-01 163.27416120050100
2006-07-01 163.79088744488400
2006-08-01 163.82604485820200
2006-09-01 164.29077352685100
2006-10-01 164.90040956180200
2006-11-01 164.79465430833900
2006-12-01 165.07995747217900
2007-01-01 165.85098125897300
2007-02-01 166.27165271539400
2007-03-01 166.90379594495800
2007-04-01 167.16084698240000
2007-05-01 167.20556189062800
2007-06-01 167.77351152037700
2007-07-01 167.81838395224200
2007-08-01 168.15567405043500
2007-09-01 167.81509704675700
2007-10-01 168.93539462180300
2007-11-01 169.19623558006600
2007-12-01 169.49238725687600
2008-01-01 168.84417653087900
2008-02-01 169.78453930024900
2008-03-01 169.82846147631201
2008-04-01 170.98664004174500
2008-05-01 171.15101124996000
2008-06-01 171.13370117602100
2008-07-01 171.66975021392500
2008-08-01 172.22902013343398
2008-09-01 172.97116223916998
2008-10-01 173.11960348480600
2008-11-01 173.69581275933300
2008-12-01 174.05203180672902
2009-01-01 174.31894587961102
2009-02-01 174.75918667309298
2009-03-01 174.27846142572497
2009-04-01 174.01786604440500
2009-05-01 173.98974842672402
2009-06-01 174.00743755770200
2009-07-01 173.93588873847300
2009-08-01 173.43721827625100
2009-09-01 173.18083063929402
2009-10-01 173.40610789666002
2009-11-01 173.40652074909900
2009-12-01 173.27523346540002
2010-01-01 173.82921563828000
2010-02-01 173.85895940117297
2010-03-01 174.62018617094500
2010-04-01 174.70408899248798
2010-05-01 176.65588971459900
2010-06-01 176.21921339824002
2010-07-01 176.56513695529202
2010-08-01 177.33584784695100
2010-09-01 177.30784155947700
2010-10-01 178.17875009779500
2010-11-01 178.50468699072300
2010-12-01 179.00014037021901
2011-01-01 179.23412157314500
2011-02-01 179.05100210418700
2011-03-01 179.38448512867300
2011-04-01 179.49681910947700
2011-05-01 179.19551822709700
2011-06-01 178.73133201306598
2011-07-01 179.51402866556500
2011-08-01 179.53976866874697
2011-09-01 179.70879541763000
2011-10-01 179.19733042265702
2011-11-01 179.28727144782002
2011-12-01 179.63494835111698
2012-01-01 179.90998932545600
2012-02-01 180.60151231467800
2012-03-01 180.64227391273500
2012-04-01 181.14173034595200
2012-05-01 181.37455137607600
2012-06-01 181.63164734686200
2012-07-01 181.70892563846100
2012-08-01 182.00207951451500
2012-09-01 182.02595185427600
2012-10-01 182.30135373306800
2012-11-01 182.36448419105400
2012-12-01 182.64498727635700
2013-01-01 181.91611147965600
2013-02-01 182.47620577358000
2013-03-01 182.58953518382900
2013-04-01 182.14813015932302
2013-05-01 182.21807513292302
2013-06-01 182.43057308333698
2013-07-01 181.82964417160100
2013-08-01 182.39249601590697
2013-09-01 182.98190358770200
2013-10-01 182.84642715014300
2013-11-01 183.39555511995900
2013-12-01 183.01821132886300
2014-01-01 183.79309138362800
2014-02-01 183.79140162112202
2014-03-01 184.32137328442903
2014-04-01 184.56047122870600
2014-05-01 184.80269632093100
2014-06-01 185.11844245074798
2014-07-01 185.50293709071700
2014-08-01 185.87487930110802
2014-09-01 186.22910702999098
2014-10-01 186.78726037435800
2014-11-01 186.72653350829800
2014-12-01 186.85780377772200
2015-01-01 186.75948611640300
2015-02-01 187.17982783398602
2015-03-01 187.16630731579300
2015-04-01 187.88223622329400
2015-05-01 188.36659796537103
2015-06-01 188.27327520143100
2015-07-01 188.50534217316502
2015-08-01 188.67676095830100
2015-09-01 188.91676971100603
2015-10-01 189.76334220156300
2015-11-01 190.21924764722303
2015-12-01 190.69339147342998
2016-01-01 191.01345615952098
2016-02-01 191.34244738070302
2016-03-01 191.93980211075600
2016-04-01 193.25836663388200
2016-05-01 193.27347394912000
2016-06-01 192.79757111689300
2016-07-01 193.88106688892700
2016-08-01 194.38308490086800
2016-09-01 195.35793215390498
2016-10-01 195.07132311468600
2016-11-01 195.54486585623297
2016-12-01 196.04284534706002
2017-01-01 198.35026690590400
2017-02-01 198.12534889058603
2017-03-01 198.64877129408200
2017-04-01 199.07722225783598
2017-05-01 199.28861953538800
2017-06-01 200.41851740432300
2017-07-01 200.93200048632800
2017-08-01 201.46243942851000
2017-09-01 202.39616872464100
2017-10-01 202.35308251458600
2017-11-01 203.38821631556198
2017-12-01 204.21021300086602
2018-01-01 204.35880628867298
2018-02-01 205.46462946585400
2018-03-01 206.06836193825100
2018-04-01 206.74184856239300
2018-05-01 207.39279402025903
2018-06-01 208.46583516992803
2018-07-01 209.18234690840902
2018-08-01 210.02246048197898
2018-09-01 210.56494396322800
2018-10-01 211.40780866106900
2018-11-01 211.94894692813600
2018-12-01 212.35859648764500
2019-01-01 212.97181755128398
2019-02-01 212.93614546949100
2019-03-01 213.99305042614600
2019-04-01 214.59015630694600
2019-05-01 215.16165157909802
2019-06-01 215.62211060877200
2019-07-01 215.91506397995200
2019-08-01 216.37436463391900
2019-09-01 215.77680009946400
2019-10-01 216.63107262792000
2019-11-01 217.23985584372298
2019-12-01 217.43442219459098
2020-01-01 218.16862927831403
2020-02-01 218.14494211942298
2020-03-01 217.40410486812400
2020-04-01 196.98425467915600
2020-05-01 198.36653840914300
2020-06-01 202.16114798586798
2020-07-01 203.05605548057600
2020-08-01 203.99195287568400
2020-09-01 204.97648258244400
2020-10-01 205.65044272415600
2020-11-01 206.04825768203100
2020-12-01 206.82285062381000
2021-01-01 207.06860789774100
2021-02-01 207.91066461586500
2021-03-01 208.53144502885700
2021-04-01 208.87544378788200
2021-05-01 208.63503949339700
2021-06-01 208.52945225794900
2021-07-01 208.70731837617600
2021-08-01 208.76389837187900
2021-09-01 208.63879700196603
2021-10-01 210.45012526025602
2021-11-01 210.92852267604900
2021-12-01 211.91897147269800
2022-01-01 211.93739670833600
2022-02-01 213.39361075727500
2022-03-01 214.61425439226502
2022-04-01 215.97478570479200
2022-05-01 216.71810153602600
2022-06-01 216.13711096159100
2022-07-01 219.47228113860402
2022-08-01 219.66046233654900
2022-09-01 220.96601986192698
2022-10-01 221.13741113354698
2022-11-01 221.85924208141103
2022-12-01 222.74302362383900
2023-01-01 224.37184303707900
2023-02-01 225.13294535174998
2023-03-01 225.82170464418000
2023-04-01 226.98433784852799
2023-05-01 227.70476636133500
2023-06-01 228.75112546299400
2023-07-01 230.14584186115100
2023-08-01 230.78479204514701
2023-09-01 231.50910666222000
2023-10-01 232.62641778643100
2023-11-01 234.10050564167600
2023-12-01 234.59502191099500
2024-01-01 235.60091956605302
2024-02-01 236.96611544415300
2024-03-01 238.13659675287300
2024-04-01 238.85039562940300
2024-05-01 240.33904433874500
2024-06-01 241.73198776089802
2024-07-01 242.23249035592100
2024-08-01 243.49464373153100
2024-09-01 244.39306761585600

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