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 2024-10-01
Last Updated 2024-11-20 6:25 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
1990-01-01 121.76382200635000
1990-02-01 122.25852494938400
1990-03-01 122.86432014121999
1990-04-01 121.32796392190100
1990-05-01 122.75104890578599
1990-06-01 123.25485771180200
1990-07-01 123.71213246946900
1990-08-01 123.81974577658200
1990-09-01 124.02295606131500
1990-10-01 124.10875963544500
1990-11-01 124.78355308664601
1990-12-01 124.76010906082199
1991-01-01 127.29255936939400
1991-02-01 127.39310533753500
1991-03-01 127.97742630379700
1991-04-01 128.12046658111900
1991-05-01 128.10444040969500
1991-06-01 128.80696754141300
1991-07-01 129.51276329334000
1991-08-01 130.17737540502200
1991-09-01 131.24717063446300
1991-10-01 130.55741858154500
1991-11-01 130.68889874353700
1991-12-01 131.43679170800200
1992-01-01 132.68539526035300
1992-02-01 132.94693805337099
1992-03-01 133.46190872572600
1992-04-01 134.66370084582900
1992-05-01 135.21102474936700
1992-06-01 135.33651194348000
1992-07-01 135.29086228073800
1992-08-01 135.39205043009100
1992-09-01 135.64109168026800
1992-10-01 135.98984850550000
1992-11-01 136.10156974634200
1992-12-01 136.43123698485500
1993-01-01 136.93485116274800
1993-02-01 136.85164288055100
1993-03-01 136.68569234414300
1993-04-01 136.11851596934900
1993-05-01 136.37828581606900
1993-06-01 136.61069807594000
1993-07-01 136.74552207170500
1993-08-01 136.91203925177900
1993-09-01 136.20385736447100
1993-10-01 137.26713888247300
1993-11-01 137.20466548378400
1993-12-01 137.87756866353700
1994-01-01 137.72520132620500
1994-02-01 137.68614459686100
1994-03-01 137.62718487192700
1994-04-01 138.13332406623200
1994-05-01 138.42744807095400
1994-06-01 138.40308563438998
1994-07-01 138.50649682335500
1994-08-01 138.73407424579100
1994-09-01 138.93265338746100
1994-10-01 138.51867340882500
1994-11-01 138.38558706989800
1994-12-01 137.76029389549000
1995-01-01 136.69126273894300
1995-02-01 137.75046901869600
1995-03-01 138.12540028315598
1995-04-01 137.32669900368400
1995-05-01 138.30108765221700
1995-06-01 138.09902406517600
1995-07-01 137.31267083621300
1995-08-01 137.88738561886998
1995-09-01 139.09373616770100
1995-10-01 138.63741574464600
1995-11-01 138.77601008469102
1995-12-01 138.64711538006300
1996-01-01 137.75299046271000
1996-02-01 139.23472608534200
1996-03-01 139.71433285444598
1996-04-01 139.64259533407700
1996-05-01 139.52888718068700
1996-06-01 139.80114761196900
1996-07-01 140.36959729527900
1996-08-01 140.69115444619200
1996-09-01 141.10987932473802
1996-10-01 141.73097762914100
1996-11-01 142.57537187044900
1996-12-01 142.16341272814000
1997-01-01 140.75855968483900
1997-02-01 141.31072701368402
1997-03-01 141.11585581461000
1997-04-01 141.40768719889300
1997-05-01 141.12941498637900
1997-06-01 141.76317326584300
1997-07-01 142.32042319994400
1997-08-01 142.53650231183300
1997-09-01 142.90839889634200
1997-10-01 142.46659576111000
1997-11-01 142.75798582556700
1997-12-01 143.15934132081000
1998-01-01 143.26352446862400
1998-02-01 143.75173001489800
1998-03-01 143.77794348632900
1998-04-01 144.12495469446898
1998-05-01 144.30069749881800
1998-06-01 143.99890325069800
1998-07-01 143.66458349661600
1998-08-01 143.43214267895900
1998-09-01 143.23144215224100
1998-10-01 143.25680413289498
1998-11-01 143.47252499693700
1998-12-01 143.50299580031100
1999-01-01 143.48716743930600
1999-02-01 143.89121373078300
1999-03-01 144.34840371927200
1999-04-01 144.50592864434000
1999-05-01 145.00072073928500
1999-06-01 145.69498063461901
1999-07-01 145.13789882298900
1999-08-01 144.29294338022600
1999-09-01 145.28881459624300
1999-10-01 146.07423789811100
1999-11-01 146.62600985076298
1999-12-01 147.07474074630300
2000-01-01 147.90470593013000
2000-02-01 148.11048508961600
2000-03-01 147.98974706831400
2000-04-01 148.07264051707898
2000-05-01 148.18091416216300
2000-06-01 148.21254661269600
2000-07-01 149.02339351333300
2000-08-01 149.85894643362200
2000-09-01 150.32775896475098
2000-10-01 150.65189994915800
2000-11-01 150.69295905773300
2000-12-01 150.67445231564800
2001-01-01 150.94817978266300
2001-02-01 151.17334345204000
2001-03-01 151.21800955255802
2001-04-01 151.31334145290600
2001-05-01 151.43345871409800
2001-06-01 152.20082706500100
2001-07-01 151.70263628144900
2001-08-01 151.87523709582200
2001-09-01 151.49837215611402
2001-10-01 150.70876934772600
2001-11-01 150.99147946468702
2001-12-01 151.11432133764000
2002-01-01 150.99659055014400
2002-02-01 151.40843645714000
2002-03-01 151.98014765466400
2002-04-01 152.36414336716200
2002-05-01 152.64466508079400
2002-06-01 153.44307537589398
2002-07-01 152.43353768233200
2002-08-01 152.44764502708900
2002-09-01 152.81555603197900
2002-10-01 152.96230078919600
2002-11-01 153.09100762393900
2002-12-01 153.22511467743600
2003-01-01 156.15709695157600
2003-02-01 155.76567349391400
2003-03-01 155.42031306935400
2003-04-01 154.50887501688100
2003-05-01 154.04143700004602
2003-06-01 153.82773275825400
2003-07-01 153.92665749312600
2003-08-01 153.48741922983402
2003-09-01 153.50472314392098
2003-10-01 153.19517835651600
2003-11-01 153.25389128388200
2003-12-01 153.48460056222300
2004-01-01 153.59960354035400
2004-02-01 153.63129592291000
2004-03-01 154.14409608255300
2004-04-01 154.57092563559300
2004-05-01 154.78639609119500
2004-06-01 154.63367268822300
2004-07-01 155.48617200995702
2004-08-01 155.42734569225800
2004-09-01 155.24929605485500
2004-10-01 155.43118719911400
2004-11-01 155.69383708827200
2004-12-01 155.73060700568600
2005-01-01 155.05384222279500
2005-02-01 155.72587581225200
2005-03-01 155.86112505103500
2005-04-01 156.32837638201300
2005-05-01 156.92823596785400
2005-06-01 157.30646217338300
2005-07-01 157.81759346307800
2005-08-01 158.71700593782802
2005-09-01 159.50373671943400
2005-10-01 159.61968639993800
2005-11-01 160.28123588004600
2005-12-01 160.80267493636998
2006-01-01 161.32918525613600
2006-02-01 161.78290968918200
2006-03-01 162.03388918451700
2006-04-01 162.44064520759900
2006-05-01 162.81928250474700
2006-06-01 163.27415456848100
2006-07-01 163.79088870095000
2006-08-01 163.82604162091400
2006-09-01 164.29076315848000
2006-10-01 164.90039168080700
2006-11-01 164.79465292515400
2006-12-01 165.07994647499500
2007-01-01 165.85100321419900
2007-02-01 166.27165632664200
2007-03-01 166.90380209297900
2007-04-01 167.16085183031402
2007-05-01 167.20556134320300
2007-06-01 167.77351014370500
2007-07-01 167.81838304488500
2007-08-01 168.15567522005000
2007-09-01 167.81509078801900
2007-10-01 168.93538561068800
2007-11-01 169.19623720275100
2007-12-01 169.49238141062900
2008-01-01 168.84418588873800
2008-02-01 169.78453946793300
2008-03-01 169.82846521747000
2008-04-01 170.98664435397100
2008-05-01 171.15100999908200
2008-06-01 171.13370066372102
2008-07-01 171.66975008649500
2008-08-01 172.22902034304403
2008-09-01 172.97115933876898
2008-10-01 173.11959860202703
2008-11-01 173.69581345620000
2008-12-01 174.05202859568200
2009-01-01 174.31895183437598
2009-02-01 174.75918587627103
2009-03-01 174.27846344529400
2009-04-01 174.01786802452400
2009-05-01 173.98974495888000
2009-06-01 174.00743919729900
2009-07-01 173.93588729239897
2009-08-01 173.43721846081600
2009-09-01 173.18083112984698
2009-10-01 173.40611177979400
2009-11-01 173.40651981892700
2009-12-01 173.27523197537300
2010-01-01 173.82921685581903
2010-02-01 173.85895731239498
2010-03-01 174.62018467058500
2010-04-01 174.70408681859502
2010-05-01 176.65588213369998
2010-06-01 176.21921688684300
2010-07-01 176.56513615567502
2010-08-01 177.33585222819698
2010-09-01 177.30785030751300
2010-10-01 178.17876081931198
2010-11-01 178.50468482809900
2010-12-01 179.00013504332298
2011-01-01 179.23411989856200
2011-02-01 179.05099974827500
2011-03-01 179.38447968396198
2011-04-01 179.49680918678800
2011-05-01 179.19550553876599
2011-06-01 178.73133634049100
2011-07-01 179.51402318501000
2011-08-01 179.53976181415902
2011-09-01 179.70886419162400
2011-10-01 179.19733246935002
2011-11-01 179.28726848280200
2011-12-01 179.63491716456500
2012-01-01 179.90999789168598
2012-02-01 180.60151319041400
2012-03-01 180.64226289483102
2012-04-01 181.14170903364900
2012-05-01 181.37452615604400
2012-06-01 181.63163646950900
2012-07-01 181.70891890219602
2012-08-01 182.00208100030997
2012-09-01 182.02611088652300
2012-10-01 182.30131489532798
2012-11-01 182.36449233769700
2012-12-01 182.64492875632500
2013-01-01 181.91612161266400
2013-02-01 182.47620541150100
2013-03-01 182.58952301539600
2013-04-01 182.14810557903000
2013-05-01 182.21799652932998
2013-06-01 182.43056061666198
2013-07-01 181.82965570404000
2013-08-01 182.39252470553902
2013-09-01 182.98216222614000
2013-10-01 182.84634315306198
2013-11-01 183.39555686575198
2013-12-01 183.01810907326998
2014-01-01 183.79309598920398
2014-02-01 183.79141115977500
2014-03-01 184.32137150208900
2014-04-01 184.56041164331000
2014-05-01 184.80258641394798
2014-06-01 185.11834072370900
2014-07-01 185.50297890780300
2014-08-01 185.87491299788300
2014-09-01 186.22969041812800
2014-10-01 186.78715242229697
2014-11-01 186.72660378120602
2014-12-01 186.85757681500300
2015-01-01 186.75946561366902
2015-02-01 187.17977110903700
2015-03-01 187.16617826996202
2015-04-01 187.88202374247400
2015-05-01 188.36633331596100
2015-06-01 188.27298307681900
2015-07-01 188.50548233763100
2015-08-01 188.67714190675100
2015-09-01 188.91820736301798
2015-10-01 189.76300232777500
2015-11-01 190.21968992817100
2015-12-01 190.69298213538700
2016-01-01 191.01311623232600
2016-02-01 191.34200157107700
2016-03-01 191.93929793769001
2016-04-01 193.25783936987800
2016-05-01 193.27295396425400
2016-06-01 192.79691513643002
2016-07-01 193.88130079534800
2016-08-01 194.38424854328701
2016-09-01 195.36098203992500
2016-10-01 195.07114544479697
2016-11-01 195.54591813585100
2016-12-01 196.04262365194200
2017-01-01 198.35041262782698
2017-02-01 198.12107183453202
2017-03-01 198.64853515819001
2017-04-01 199.07628820959700
2017-05-01 199.28737938185398
2017-06-01 200.41702750107100
2017-07-01 200.93136747706902
2017-08-01 201.46294582855498
2017-09-01 202.40930064066000
2017-10-01 202.35161256003300
2017-11-01 203.38886591073300
2017-12-01 204.20999990164800
2018-01-01 204.35893212405400
2018-02-01 205.45502717156800
2018-03-01 206.06753704513800
2018-04-01 206.74067713948298
2018-05-01 207.38997975172800
2018-06-01 208.46151970905800
2018-07-01 209.18081239230500
2018-08-01 210.02410960015098
2018-09-01 210.59143368717997
2018-10-01 211.40828644473700
2018-11-01 211.94903365063098
2018-12-01 212.35700771629300
2019-01-01 212.97063794990200
2019-02-01 212.92064553204202
2019-03-01 213.99064131669200
2019-04-01 214.58695450461200
2019-05-01 215.15610465995200
2019-06-01 215.61328459032300
2019-07-01 215.90949505177701
2019-08-01 216.37194590739202
2019-09-01 215.84261199056198
2019-10-01 216.62847429472600
2019-11-01 217.23648304974400
2019-12-01 217.42994964713200
2020-01-01 218.15831791857602
2020-02-01 218.12933037800200
2020-03-01 217.39558196506098
2020-04-01 196.97946398770100
2020-05-01 198.35766864514000
2020-06-01 202.14928281349097
2020-07-01 203.04687049196200
2020-08-01 203.98281072753400
2020-09-01 205.09597107482102
2020-10-01 205.63973220659000
2020-11-01 206.03727570333100
2020-12-01 206.81212576995603
2021-01-01 207.04734240074200
2021-02-01 207.89400750896300
2021-03-01 208.51684372859300
2021-04-01 208.86768738984100
2021-05-01 208.62265255028802
2021-06-01 208.51879982285303
2021-07-01 208.69892698172902
2021-08-01 208.75105014487800
2021-09-01 208.81914752188900
2021-10-01 210.42721854920900
2021-11-01 210.90448976802503
2021-12-01 211.89603639428200
2022-01-01 211.89985787281898
2022-02-01 213.37235322522800
2022-03-01 214.59256131843298
2022-04-01 215.96706581903197
2022-05-01 216.70702340944302
2022-06-01 216.13334984435200
2022-07-01 219.47223827954700
2022-08-01 219.65809213914700
2022-09-01 221.21047997436100
2022-10-01 221.08365839570098
2022-11-01 221.81094143471300
2022-12-01 222.69923792667900
2023-01-01 224.32172395394900
2023-02-01 225.10089478413101
2023-03-01 225.79948468241600
2023-04-01 226.98109631030000
2023-05-01 227.70345440098998
2023-06-01 228.75763635865200
2023-07-01 230.16149435010400
2023-08-01 230.81560887745098
2023-09-01 231.78154272133300
2023-10-01 232.52989892038400
2023-11-01 234.02906525784400
2023-12-01 234.52974625074500
2024-01-01 235.53894150692600
2024-02-01 236.92703312272800
2024-03-01 238.11799991549400
2024-04-01 238.85522606849500
2024-05-01 240.35191212740600
2024-06-01 241.74685458423800
2024-07-01 242.25683261229000
2024-08-01 243.55453859865398
2024-09-01 244.41698148457100
2024-10-01 245.80850760215500

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