Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Offices of Physicians in Pennsylvania

Title All Employees: Education and Health Services: Offices of Physicians in Pennsylvania
Series ID SMU42000006562110001SA
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 2024-12-01
Last Updated 2025-01-29 5:18 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 59.249581460179606
1990-02-01 59.458027648332504
1990-03-01 59.878217744680700
1990-04-01 60.097055631259500
1990-05-01 60.280913705725496
1990-06-01 60.617393806670100
1990-07-01 60.696660113061704
1990-08-01 60.831211682885105
1990-09-01 60.884093448669700
1990-10-01 60.939895975949796
1990-11-01 61.053912992901900
1990-12-01 61.266976215543900
1991-01-01 62.887619055102500
1991-02-01 62.991535098822100
1991-03-01 63.094242409313600
1991-04-01 63.193371844707606
1991-05-01 63.385219766324504
1991-06-01 63.525796451746100
1991-07-01 63.695456328945895
1991-08-01 63.823707661276394
1991-09-01 63.975611600239105
1991-10-01 64.114818491576600
1991-11-01 64.231533481591400
1991-12-01 64.432369679038400
1992-01-01 65.728571144359000
1992-02-01 65.813366409302800
1992-03-01 65.809545157093900
1992-04-01 66.087265559185710
1992-05-01 66.385390467362700
1992-06-01 66.542353149380890
1992-07-01 66.902366164415000
1992-08-01 66.827692056928610
1992-09-01 66.769152636937000
1992-10-01 67.294355107253000
1992-11-01 67.388311674442110
1992-12-01 67.306430579302900
1993-01-01 67.852539991372500
1993-02-01 68.222162808846200
1993-03-01 68.522144910626200
1993-04-01 68.688139614591890
1993-05-01 68.784758247811500
1993-06-01 68.837468172828600
1993-07-01 69.221953418438700
1993-08-01 69.455811043438400
1993-09-01 69.573277328742110
1993-10-01 69.790857211445300
1993-11-01 69.950753010509600
1993-12-01 69.987366038863900
1994-01-01 69.752489101605200
1994-02-01 69.901044461073300
1994-03-01 70.116397781539000
1994-04-01 70.385095687094010
1994-05-01 70.494641172466700
1994-06-01 70.632254659984300
1994-07-01 70.633737256660000
1994-08-01 70.894666420049590
1994-09-01 71.300819341721590
1994-10-01 71.521406591930090
1994-11-01 71.413559802818700
1994-12-01 71.573338233349700
1995-01-01 71.233715872190290
1995-02-01 71.560461632593200
1995-03-01 71.809344274956600
1995-04-01 71.990311007069000
1995-05-01 72.209070085723710
1995-06-01 72.399715424809590
1995-07-01 72.340864962875500
1995-08-01 73.037777563026600
1995-09-01 73.537129585194310
1995-10-01 73.370306261225990
1995-11-01 73.801643190068500
1995-12-01 73.842384393172710
1996-01-01 74.399262680120300
1996-02-01 74.827348423735500
1996-03-01 74.704809967762600
1996-04-01 74.713664096685000
1996-05-01 75.033394517761790
1996-06-01 75.380953846517300
1996-07-01 75.411192524106000
1996-08-01 75.556211643141600
1996-09-01 75.877706541161600
1996-10-01 76.228415602205200
1996-11-01 76.496977985392500
1996-12-01 76.908224172943100
1997-01-01 77.649606876455100
1997-02-01 77.896552111587100
1997-03-01 78.017840569255300
1997-04-01 78.457781048102200
1997-05-01 78.361155838961300
1997-06-01 78.562715171181200
1997-07-01 80.162551968115410
1997-08-01 80.249475588500600
1997-09-01 80.300909821125200
1997-10-01 79.060502602196790
1997-11-01 79.315078473091290
1997-12-01 79.376578811814300
1998-01-01 79.202315756040100
1998-02-01 79.587799773700910
1998-03-01 79.531327646675300
1998-04-01 79.694407905842600
1998-05-01 79.787633662460210
1998-06-01 79.769739930505300
1998-07-01 79.622646247825700
1998-08-01 79.624344474437800
1998-09-01 79.689035393572800
1998-10-01 81.183247206517200
1998-11-01 81.436817699465100
1998-12-01 81.742126487680100
1999-01-01 80.187470936545500
1999-02-01 80.197369826158300
1999-03-01 80.652187617366800
1999-04-01 80.533742826629000
1999-05-01 81.098345299847800
1999-06-01 81.459713415649300
1999-07-01 82.099123715902590
1999-08-01 82.679981500524700
1999-09-01 82.642538515708200
1999-10-01 81.893119711034300
1999-11-01 82.175364383047800
1999-12-01 82.122505091027290
2000-01-01 82.894462374037090
2000-02-01 83.156338842186300
2000-03-01 83.367560529338290
2000-04-01 83.768422938027410
2000-05-01 83.905307947613100
2000-06-01 84.246337487850100
2000-07-01 84.785488912780700
2000-08-01 85.227971572370790
2000-09-01 85.901162689005700
2000-10-01 86.105239925438400
2000-11-01 86.191610946950390
2000-12-01 86.402937609466920
2001-01-01 86.595976011666080
2001-02-01 86.902612627669090
2001-03-01 87.275967082238600
2001-04-01 87.800723258453400
2001-05-01 88.215784227024900
2001-06-01 88.825656829683710
2001-07-01 88.682236577295000
2001-08-01 88.890387695283210
2001-09-01 89.184546600507910
2001-10-01 89.100945206315500
2001-11-01 89.302268253859500
2001-12-01 89.706705883075090
2002-01-01 89.889682120349400
2002-02-01 90.025018698720400
2002-03-01 90.073010900694700
2002-04-01 89.999556515679490
2002-05-01 90.323133140634100
2002-06-01 90.528756969675710
2002-07-01 90.384465542082810
2002-08-01 90.575366856153000
2002-09-01 90.812463759743500
2002-10-01 90.594212698491000
2002-11-01 90.796696126854800
2002-12-01 90.923169386113200
2003-01-01 90.670531914398600
2003-02-01 90.792678785565410
2003-03-01 91.270848084252210
2003-04-01 91.298146591659910
2003-05-01 91.124189967268010
2003-06-01 91.149318155160100
2003-07-01 90.895210790789100
2003-08-01 90.982188508860490
2003-09-01 90.855635376677100
2003-10-01 90.975398618662410
2003-11-01 91.181709224684300
2003-12-01 91.133459978441790
2004-01-01 91.544778082776590
2004-02-01 91.670266419384090
2004-03-01 91.769028613631900
2004-04-01 91.687909166301710
2004-05-01 91.827377830482000
2004-06-01 91.987892973331580
2004-07-01 92.485775905629910
2004-08-01 92.385200155863590
2004-09-01 92.517545035660590
2004-10-01 92.842455558274100
2004-11-01 92.859699063097310
2004-12-01 92.939800632595200
2005-01-01 93.103742335159100
2005-02-01 93.340739566043100
2005-03-01 93.084893441502090
2005-04-01 93.792707821925600
2005-05-01 94.037384868661900
2005-06-01 94.242058570184000
2005-07-01 94.958272253672690
2005-08-01 95.391642048302710
2005-09-01 95.757230570811190
2005-10-01 96.395461528874920
2005-11-01 97.138431781155200
2005-12-01 97.337322005691700
2006-01-01 97.571300376882800
2006-02-01 98.037502459009300
2006-03-01 98.318965471956720
2006-04-01 99.005627582400700
2006-05-01 99.542693623145800
2006-06-01 99.998335202227100
2006-07-01 100.215915525230000
2006-08-01 100.894031245258000
2006-09-01 101.489735425403990
2006-10-01 101.659943035189000
2006-11-01 102.024985540194000
2006-12-01 102.434659369020990
2007-01-01 102.734606058813000
2007-02-01 102.932909663234000
2007-03-01 103.233966605477010
2007-04-01 103.529921406709990
2007-05-01 103.733446371658000
2007-06-01 104.038057110016000
2007-07-01 103.705480395751000
2007-08-01 104.012095199654010
2007-09-01 103.986025914459990
2007-10-01 104.153621324986000
2007-11-01 104.321651959960010
2007-12-01 104.563869642780000
2008-01-01 104.802829747103000
2008-02-01 105.421593057598000
2008-03-01 105.202667335980000
2008-04-01 105.433585916408000
2008-05-01 105.623252076291010
2008-06-01 105.853189062386000
2008-07-01 106.324960324487990
2008-08-01 106.421490723253000
2008-09-01 106.892167902729000
2008-10-01 106.958604438068010
2008-11-01 107.107286273862000
2008-12-01 107.203345853447000
2009-01-01 107.487829580501000
2009-02-01 107.903228299598010
2009-03-01 107.757573191107000
2009-04-01 107.742667846346000
2009-05-01 107.920479195914000
2009-06-01 107.844008581505000
2009-07-01 108.056356511788990
2009-08-01 107.943779766192000
2009-09-01 107.870767259497000
2009-10-01 108.168706828099000
2009-11-01 108.192738706455000
2009-12-01 108.258380788861000
2010-01-01 108.309850338575000
2010-02-01 108.177117010855010
2010-03-01 108.304447212635990
2010-04-01 108.337158084790000
2010-05-01 108.406986908992990
2010-06-01 108.404227455709000
2010-07-01 108.510571493771990
2010-08-01 108.757820564611000
2010-09-01 108.541587868995990
2010-10-01 108.989053571668000
2010-11-01 109.079428942199000
2010-12-01 109.087373737097000
2011-01-01 109.273363079277000
2011-02-01 109.275100812975010
2011-03-01 109.065943658100000
2011-04-01 108.931872732281000
2011-05-01 108.671844854015000
2011-06-01 108.427453230819000
2011-07-01 108.570248739255000
2011-08-01 108.782932931568000
2011-09-01 108.498752059624010
2011-10-01 108.519426233587000
2011-11-01 108.577935514378000
2011-12-01 108.613457903444000
2012-01-01 108.750482924596000
2012-02-01 108.864650857630990
2012-03-01 109.046025537330000
2012-04-01 109.226744398398990
2012-05-01 109.416939337717000
2012-06-01 109.733950843398000
2012-07-01 109.833165818090990
2012-08-01 109.700701053623000
2012-09-01 109.970934954825000
2012-10-01 109.950086686326000
2012-11-01 109.971583145191000
2012-12-01 109.922686759199010
2013-01-01 109.819607426825000
2013-02-01 109.960156839626010
2013-03-01 110.041935360751000
2013-04-01 110.225349116138990
2013-05-01 109.958636957600000
2013-06-01 109.960093588743000
2013-07-01 109.782519498643000
2013-08-01 110.039607556755020
2013-09-01 110.143293556907990
2013-10-01 109.868395041049000
2013-11-01 109.974500714503010
2013-12-01 110.142532921828000
2014-01-01 109.947878559750990
2014-02-01 109.928295770601010
2014-03-01 110.345735619564000
2014-04-01 110.018328739806010
2014-05-01 110.215802667667000
2014-06-01 110.241149028866000
2014-07-01 110.137094749043000
2014-08-01 109.661609905441000
2014-09-01 109.729953786922000
2014-10-01 109.769194282972000
2014-11-01 109.776515634496010
2014-12-01 109.860839436989990
2015-01-01 109.823160662328000
2015-02-01 109.987648435942990
2015-03-01 109.951838885622990
2015-04-01 110.113756678894000
2015-05-01 110.599857178699000
2015-06-01 110.775606131081000
2015-07-01 110.681515338759000
2015-08-01 110.886921563503000
2015-09-01 111.024727145212990
2015-10-01 111.337925357756000
2015-11-01 111.670360705167010
2015-12-01 111.666092519581000
2016-01-01 111.874085181357000
2016-02-01 112.029476067900000
2016-03-01 112.277610355911010
2016-04-01 112.711461163783000
2016-05-01 112.620026399144000
2016-06-01 112.743535215648010
2016-07-01 112.931499935863000
2016-08-01 113.198913874931000
2016-09-01 113.423970643682990
2016-10-01 113.486307374287000
2016-11-01 113.548897025846000
2016-12-01 113.462891863591000
2017-01-01 114.119609722884010
2017-02-01 114.076922804699990
2017-03-01 114.603322037904000
2017-04-01 114.303860059042000
2017-05-01 114.467828462025000
2017-06-01 114.723733111646000
2017-07-01 115.169313725765990
2017-08-01 115.616494067015000
2017-09-01 115.699106561798000
2017-10-01 115.926441846723010
2017-11-01 116.129789143863000
2017-12-01 116.355592546177010
2018-01-01 116.883752983806000
2018-02-01 117.238009537762000
2018-03-01 117.219814500074010
2018-04-01 117.488914871560000
2018-05-01 117.730120334559000
2018-06-01 117.787883110308000
2018-07-01 118.009080948753000
2018-08-01 118.024830470090010
2018-09-01 118.481710754524000
2018-10-01 118.768536707003010
2018-11-01 118.990612605244010
2018-12-01 119.331493382831000
2019-01-01 119.394854437316000
2019-02-01 119.635013341503000
2019-03-01 119.808723857299000
2019-04-01 120.096371776757000
2019-05-01 120.168792334129010
2019-06-01 120.325063676072000
2019-07-01 120.315708782392010
2019-08-01 120.351291331082990
2019-09-01 120.450171327013000
2019-10-01 120.740630239079000
2019-11-01 120.852303234214000
2019-12-01 121.002191567917010
2020-01-01 121.047721525204000
2020-02-01 121.151989947948000
2020-03-01 121.173504073470000
2020-04-01 108.187615530695000
2020-05-01 112.683239089804000
2020-06-01 116.097210958916000
2020-07-01 117.001412833029990
2020-08-01 117.792603512760000
2020-09-01 118.235888658369000
2020-10-01 118.443162859225990
2020-11-01 118.685294304314000
2020-12-01 119.104260533390000
2021-01-01 120.115701804911990
2021-02-01 120.509707226663000
2021-03-01 120.840081289260010
2021-04-01 121.355650542295000
2021-05-01 121.312166374947000
2021-06-01 121.438346871052000
2021-07-01 121.356888495309000
2021-08-01 121.520519574377000
2021-09-01 121.503872255053010
2021-10-01 122.152939696237000
2021-11-01 122.289077634290010
2021-12-01 122.526302268043990
2022-01-01 122.185874561525990
2022-02-01 122.484831664548000
2022-03-01 123.028398817259000
2022-04-01 122.984969984296000
2022-05-01 123.627871700142990
2022-06-01 123.647297230233010
2022-07-01 124.299150464273000
2022-08-01 124.534824075571010
2022-09-01 125.205486452186000
2022-10-01 125.156897409447000
2022-11-01 125.481112466063010
2022-12-01 126.756864961305010
2023-01-01 126.963525408984000
2023-02-01 127.582151642479990
2023-03-01 128.140539960824000
2023-04-01 127.728258865427000
2023-05-01 128.126130377707000
2023-06-01 128.762118415795980
2023-07-01 129.028004339510000
2023-08-01 129.344399993449000
2023-09-01 129.894886745152000
2023-10-01 130.266026166732020
2023-11-01 130.989351738509010
2023-12-01 130.988557905004000
2024-01-01 131.727867139961000
2024-02-01 131.949960697835000
2024-03-01 132.759786243965000
2024-04-01 133.968408400666020
2024-05-01 134.632746992093000
2024-06-01 135.681382854326980
2024-07-01 136.169604406388000
2024-08-01 136.647582344604000
2024-09-01 136.599925845646000
2024-10-01 137.855555884202000
2024-11-01 138.693855342345020
2024-12-01 138.703002514955980

Subscribe to the FRED newsletter


Follow us

Back to Top