Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Pennsylvania

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Pennsylvania
Series ID SMU42000006562100001SA
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
1990-01-01 141.10766631052700
1990-02-01 141.66243985074500
1990-03-01 142.67437233945500
1990-04-01 142.90900123055700
1990-05-01 143.36983992114400
1990-06-01 144.45649238930900
1990-07-01 145.29531488934902
1990-08-01 145.90144269805100
1990-09-01 146.54414573428400
1990-10-01 146.85975476756400
1990-11-01 147.25785960309202
1990-12-01 147.87573052448200
1991-01-01 148.55217427098600
1991-02-01 149.12236815113198
1991-03-01 149.74412277913800
1991-04-01 149.88979747365500
1991-05-01 150.55073235209200
1991-06-01 151.33180686793100
1991-07-01 151.58919254512000
1991-08-01 152.58764910783100
1991-09-01 153.13150459943301
1991-10-01 153.72369450301500
1991-11-01 154.73952792587500
1991-12-01 155.43285915255100
1992-01-01 156.20407362316900
1992-02-01 157.00090599400000
1992-03-01 157.64459844334000
1992-04-01 158.64083307658400
1992-05-01 159.91838383832400
1992-06-01 160.31315402359400
1992-07-01 161.59021230804700
1992-08-01 162.06914690593100
1992-09-01 162.22805617507900
1992-10-01 164.37888353514800
1992-11-01 164.38833385652100
1992-12-01 164.73828536252600
1993-01-01 166.59044068223000
1993-02-01 167.42391430651200
1993-03-01 167.85559392393200
1993-04-01 169.09956164147601
1993-05-01 169.46569633038700
1993-06-01 169.39307545570400
1993-07-01 171.40001184982200
1993-08-01 171.87969978862000
1993-09-01 172.04431548116500
1993-10-01 173.82996889895801
1993-11-01 174.64919915242300
1993-12-01 175.00715316454898
1994-01-01 173.24252494924198
1994-02-01 174.10097427432203
1994-03-01 174.81024873985000
1994-04-01 175.75720888256302
1994-05-01 176.74961340879900
1994-06-01 177.57529932050600
1994-07-01 177.95248492866799
1994-08-01 178.79677622521900
1994-09-01 179.99207740775700
1994-10-01 180.40506589034500
1994-11-01 180.78218775577201
1994-12-01 181.57790190669100
1995-01-01 180.91341413065900
1995-02-01 182.47043466108700
1995-03-01 183.61789323543800
1995-04-01 184.47194192413602
1995-05-01 184.62215327737900
1995-06-01 185.53297685672700
1995-07-01 186.40530953520303
1995-08-01 187.02965018807400
1995-09-01 187.46068938625100
1995-10-01 187.60794308984400
1995-11-01 188.24495787257598
1995-12-01 188.64500294143903
1996-01-01 186.02046756760400
1996-02-01 188.46665315841800
1996-03-01 188.85500936871800
1996-04-01 189.10595415470600
1996-05-01 189.94152951575300
1996-06-01 190.42460212118598
1996-07-01 190.88946335967202
1996-08-01 191.33712433473500
1996-09-01 192.04653026954300
1996-10-01 193.36129291044898
1996-11-01 194.08570877111697
1996-12-01 194.44296368405400
1997-01-01 196.53769094463700
1997-02-01 197.54323043863200
1997-03-01 198.09716838366400
1997-04-01 198.36266391615300
1997-05-01 198.72735712031400
1997-06-01 199.21715338002400
1997-07-01 201.86847883765702
1997-08-01 202.55342066156400
1997-09-01 202.83730125483700
1997-10-01 201.80301354910600
1997-11-01 202.82359735707598
1997-12-01 202.66876575976602
1998-01-01 202.38309617943900
1998-02-01 202.75084569663200
1998-03-01 202.41376916043097
1998-04-01 204.08889303511700
1998-05-01 203.98046604296601
1998-06-01 203.73770398191502
1998-07-01 203.49393763429500
1998-08-01 202.88343965388000
1998-09-01 202.57625977070302
1998-10-01 205.15824835159500
1998-11-01 205.24354638270400
1998-12-01 205.44431346751400
1999-01-01 202.92622503120202
1999-02-01 206.17865659915600
1999-03-01 204.63869509389198
1999-04-01 204.62352288326400
1999-05-01 204.71268998078000
1999-06-01 205.11241023561698
1999-07-01 206.13176090090198
1999-08-01 207.23349021437400
1999-09-01 207.06498332013902
1999-10-01 204.89711938396500
1999-11-01 205.28146840731702
1999-12-01 205.71446525147000
2000-01-01 206.48976203983102
2000-02-01 207.25778573593800
2000-03-01 208.19796436112500
2000-04-01 208.26142943324600
2000-05-01 208.27382571192800
2000-06-01 208.36680192528400
2000-07-01 208.42706251056400
2000-08-01 208.95306099721100
2000-09-01 210.21331453473200
2000-10-01 211.61505612621897
2000-11-01 211.82176505420503
2000-12-01 212.02715109143800
2001-01-01 212.10205344426200
2001-02-01 213.54261513673302
2001-03-01 214.39368834014500
2001-04-01 215.23911598821098
2001-05-01 215.69788221899200
2001-06-01 216.76445575265400
2001-07-01 217.36569213934800
2001-08-01 218.07286703418598
2001-09-01 218.47082786425702
2001-10-01 218.66839503797402
2001-11-01 219.47634662308602
2001-12-01 220.32845128483900
2002-01-01 220.95167558181402
2002-02-01 221.35149101744100
2002-03-01 221.84203988436002
2002-04-01 222.24026103846200
2002-05-01 223.23960412284000
2002-06-01 223.97261557935397
2002-07-01 224.41887646559100
2002-08-01 225.15159643096501
2002-09-01 225.91599776662800
2002-10-01 226.32243596300097
2002-11-01 226.95392825486400
2002-12-01 227.54548043211400
2003-01-01 228.12606410540100
2003-02-01 228.65939794839000
2003-03-01 229.42684860155300
2003-04-01 230.05929630394600
2003-05-01 230.54438936165500
2003-06-01 230.79618919528400
2003-07-01 230.80528319353297
2003-08-01 231.13297486145802
2003-09-01 231.58185256266898
2003-10-01 232.26394963636798
2003-11-01 232.54763459776000
2003-12-01 233.30287516101400
2004-01-01 233.68749136590900
2004-02-01 234.03648487325900
2004-03-01 234.82451589867400
2004-04-01 235.34911941744300
2004-05-01 236.15169311681998
2004-06-01 236.36606241346900
2004-07-01 238.74551669523200
2004-08-01 238.26955474998698
2004-09-01 238.78208429599098
2004-10-01 239.91039061947700
2004-11-01 240.24135367818198
2004-12-01 240.90466319543597
2005-01-01 240.55258384240798
2005-02-01 241.97999317209400
2005-03-01 241.72007350601800
2005-04-01 243.29741791023000
2005-05-01 243.25251961150502
2005-06-01 243.28351232290600
2005-07-01 245.20204230731100
2005-08-01 245.80779707493100
2005-09-01 246.81719840597802
2005-10-01 246.74533141105900
2005-11-01 247.70756443479400
2005-12-01 248.26177600078603
2006-01-01 249.00581705117600
2006-02-01 249.86751360361100
2006-03-01 250.62423218758100
2006-04-01 251.29989988502200
2006-05-01 252.06456282304800
2006-06-01 252.73172387681703
2006-07-01 253.37481409763802
2006-08-01 254.04970277919398
2006-09-01 255.38698730331800
2006-10-01 255.49159884024100
2006-11-01 256.03517966109100
2006-12-01 256.82273435966704
2007-01-01 257.33552075378503
2007-02-01 257.61968693905000
2007-03-01 258.70843746393297
2007-04-01 259.20086916969603
2007-05-01 260.03740459197900
2007-06-01 260.71852888467400
2007-07-01 260.82287587441300
2007-08-01 261.32492972788600
2007-09-01 261.48375440098400
2007-10-01 262.11009579434300
2007-11-01 262.64320119186900
2007-12-01 263.16421803332600
2008-01-01 263.84047214039600
2008-02-01 264.88453386583200
2008-03-01 264.95442845398500
2008-04-01 265.87944543840400
2008-05-01 266.09281106851900
2008-06-01 266.62402865120300
2008-07-01 267.64374100526800
2008-08-01 268.25183413915800
2008-09-01 268.56788813873500
2008-10-01 268.92347689287100
2008-11-01 269.43673674835300
2008-12-01 269.86773541560900
2009-01-01 270.96150858861500
2009-02-01 271.44804391356100
2009-03-01 271.54823270674100
2009-04-01 271.56341763573100
2009-05-01 272.53537895713600
2009-06-01 273.12007308964400
2009-07-01 274.12454085067200
2009-08-01 274.02677419741400
2009-09-01 274.10606329267700
2009-10-01 275.24418548516104
2009-11-01 275.66447215540900
2009-12-01 275.83667835984600
2010-01-01 276.79303451257600
2010-02-01 275.30516963484100
2010-03-01 276.79323906646704
2010-04-01 277.13146333305500
2010-05-01 278.38287467043800
2010-06-01 277.88117836549500
2010-07-01 279.25047973189400
2010-08-01 280.14806409160500
2010-09-01 280.45697759405100
2010-10-01 281.82631755655900
2010-11-01 282.41134675716000
2010-12-01 282.90606998529500
2011-01-01 283.04950418417900
2011-02-01 283.30822535775300
2011-03-01 283.58813153864700
2011-04-01 284.31794460100497
2011-05-01 284.27257278564200
2011-06-01 284.56045981475000
2011-07-01 285.51822601342496
2011-08-01 286.12764557643900
2011-09-01 287.17327905369000
2011-10-01 287.25123452506200
2011-11-01 287.99087669289503
2011-12-01 288.56588744170100
2012-01-01 289.31493445863700
2012-02-01 289.93285911288700
2012-03-01 290.69020309821200
2012-04-01 290.66100163829000
2012-05-01 291.12428997744300
2012-06-01 291.58197868776200
2012-07-01 291.59610386817500
2012-08-01 291.65228437098900
2012-09-01 291.68216545909900
2012-10-01 291.70729283363000
2012-11-01 291.60366405079400
2012-12-01 292.27278577415200
2013-01-01 292.12656343066300
2013-02-01 292.91512460519800
2013-03-01 293.28125498293997
2013-04-01 293.78267645818500
2013-05-01 293.97354612202600
2013-06-01 294.70517210795000
2013-07-01 295.35308523414500
2013-08-01 296.60352236827500
2013-09-01 297.42419443436900
2013-10-01 297.45670256410500
2013-11-01 298.71445339991700
2013-12-01 299.36859088053500
2014-01-01 300.51698535063400
2014-02-01 300.15888439921800
2014-03-01 302.24750040087300
2014-04-01 302.40396768783100
2014-05-01 303.35662909324100
2014-06-01 303.87794773633900
2014-07-01 303.97919075576500
2014-08-01 303.92324318582200
2014-09-01 304.69212481357500
2014-10-01 305.16790094625400
2014-11-01 306.02536940730400
2014-12-01 306.09619913366100
2015-01-01 305.61508063104100
2015-02-01 306.05239148875097
2015-03-01 306.59205834992200
2015-04-01 307.76661166307997
2015-05-01 309.00828760356000
2015-06-01 309.61265077852000
2015-07-01 310.00403581268600
2015-08-01 310.61763454061503
2015-09-01 310.98369810948400
2015-10-01 312.73704602483600
2015-11-01 313.41818118585900
2015-12-01 314.47722444008497
2016-01-01 315.61708727539300
2016-02-01 316.31510494375400
2016-03-01 317.37508689364000
2016-04-01 318.34391984135897
2016-05-01 318.64029811955396
2016-06-01 318.32446897574100
2016-07-01 319.83921107315797
2016-08-01 320.25600582026300
2016-09-01 321.16102274910700
2016-10-01 321.57206452534200
2016-11-01 322.30763467168700
2016-12-01 321.87296315644600
2017-01-01 324.15903699029997
2017-02-01 324.15692075303300
2017-03-01 324.29569359015300
2017-04-01 324.85946482338500
2017-05-01 325.86013427894903
2017-06-01 326.76207060461496
2017-07-01 328.37457490114100
2017-08-01 329.68385614408400
2017-09-01 330.53648688503600
2017-10-01 331.45742502624200
2017-11-01 332.25818744683100
2017-12-01 333.36368334469500
2018-01-01 334.74718001801200
2018-02-01 336.81421940857496
2018-03-01 336.89834326768300
2018-04-01 337.87945281260200
2018-05-01 338.60756396623200
2018-06-01 339.61950921629700
2018-07-01 339.90448355298400
2018-08-01 340.57697829484500
2018-09-01 341.25324521624100
2018-10-01 341.39590543479300
2018-11-01 341.75916632706100
2018-12-01 342.98935215742700
2019-01-01 342.96652618792900
2019-02-01 343.72662929210900
2019-03-01 344.06102303634400
2019-04-01 344.61388319701700
2019-05-01 344.93156083300903
2019-06-01 345.35710977357400
2019-07-01 345.36066339606300
2019-08-01 346.47714181136600
2019-09-01 346.97920612717496
2019-10-01 347.26245872301200
2019-11-01 347.92828455935205
2019-12-01 348.41766221994794
2020-01-01 348.88261048436000
2020-02-01 349.58997202948194
2020-03-01 347.13139514002500
2020-04-01 288.27151984822900
2020-05-01 306.84458865556100
2020-06-01 323.02771934801200
2020-07-01 328.53499523977000
2020-08-01 332.42025889606700
2020-09-01 334.23179711287400
2020-10-01 335.71257561360300
2020-11-01 336.44844825822700
2020-12-01 336.78693507999300
2021-01-01 338.27647314331404
2021-02-01 339.48966425653600
2021-03-01 340.83504148913500
2021-04-01 341.93912891294900
2021-05-01 341.86834252106800
2021-06-01 342.09342394447300
2021-07-01 342.46089096663700
2021-08-01 342.80139109412100
2021-09-01 342.97158276325100
2021-10-01 344.27273080574100
2021-11-01 344.58637390281604
2021-12-01 345.38842148363295
2022-01-01 343.46222807267000
2022-02-01 345.93647050465500
2022-03-01 346.90722358593905
2022-04-01 347.94837367481700
2022-05-01 349.31611250711603
2022-06-01 349.59382981803395
2022-07-01 351.94503249807700
2022-08-01 352.91936098087500
2022-09-01 354.73425321917600
2022-10-01 354.47343430894995
2022-11-01 355.51988489177800
2022-12-01 357.24803625764900
2023-01-01 358.68148916823304
2023-02-01 360.32553822516000
2023-03-01 361.44076279547994
2023-04-01 362.10903409971100
2023-05-01 362.84198879945700
2023-06-01 364.06088245374804
2023-07-01 364.40360993346300
2023-08-01 365.69701986054200
2023-09-01 367.65528641935200
2023-10-01 369.32935767299500
2023-11-01 372.38007273664200
2023-12-01 371.18479467256800
2024-01-01 374.10143930405195
2024-02-01 375.38692931752000
2024-03-01 377.39385803521003
2024-04-01 379.03273755133597
2024-05-01 380.66993625018800
2024-06-01 385.21450525264703
2024-07-01 387.43651150633400
2024-08-01 389.80461559821197
2024-09-01 389.27491835291704
2024-10-01 392.25009697831700
2024-11-01 394.62504898902600
2024-12-01 396.37103424333196

Subscribe to the FRED newsletter


Follow us

Back to Top