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 2024-07-01
Last Updated 2024-08-17 4:52 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
1990-01-01 141.10755802400600
1990-02-01 141.66221353219200
1990-03-01 142.67387297752000
1990-04-01 142.90879849895200
1990-05-01 143.36963823841100
1990-06-01 144.45634796042500
1990-07-01 145.29504020884100
1990-08-01 145.90155117761900
1990-09-01 146.54383765183300
1990-10-01 146.85996283422600
1990-11-01 147.25853746120900
1990-12-01 147.87705144874099
1991-01-01 148.55177721636200
1991-02-01 149.12201534056300
1991-03-01 149.74359837485500
1991-04-01 149.88956995019200
1991-05-01 150.55051356898000
1991-06-01 151.33167053398700
1991-07-01 151.58890819720800
1991-08-01 152.58783020218598
1991-09-01 153.13115422144100
1991-10-01 153.72401865059800
1991-11-01 154.74038171936900
1991-12-01 155.43445192305300
1992-01-01 156.20340947786300
1992-02-01 157.00036468178900
1992-03-01 157.64402478431000
1992-04-01 158.64048519795800
1992-05-01 159.91808908051598
1992-06-01 160.31301572819900
1992-07-01 161.58991476098600
1992-08-01 162.06941407596400
1992-09-01 162.22768604355200
1992-10-01 164.37938032490100
1992-11-01 164.38936504466298
1992-12-01 164.74006357035400
1993-01-01 166.58982473191800
1993-02-01 167.42326451735002
1993-03-01 167.85482371304400
1993-04-01 169.09901246412200
1993-05-01 169.46526893765700
1993-06-01 169.39286980346800
1993-07-01 171.39970690931102
1993-08-01 171.87999609301400
1993-09-01 172.04390543722198
1993-10-01 173.83062680053600
1993-11-01 174.65038102781503
1993-12-01 175.00890138036300
1994-01-01 173.24246770865898
1994-02-01 174.10045442146100
1994-03-01 174.80933273937302
1994-04-01 175.75642988068000
1994-05-01 176.74892771695000
1994-06-01 177.57471687712000
1994-07-01 177.95217432698800
1994-08-01 178.79695268418098
1994-09-01 179.99162308253300
1994-10-01 180.40594806083900
1994-11-01 180.78346842033900
1994-12-01 181.57965293997100
1995-01-01 180.91410275252500
1995-02-01 182.47033009661700
1995-03-01 183.61675685289500
1995-04-01 184.47100401221900
1995-05-01 184.62117986834900
1995-06-01 185.53195935811598
1995-07-01 186.40500929330202
1995-08-01 187.02932849297298
1995-09-01 187.45945170960200
1995-10-01 187.60972938583200
1995-11-01 188.24635960365200
1995-12-01 188.64621493388600
1996-01-01 186.02274831862200
1996-02-01 188.46710520426400
1996-03-01 188.85358672422500
1996-04-01 189.10480609205800
1996-05-01 189.94030145809500
1996-06-01 190.42313396616402
1996-07-01 190.88921219436400
1996-08-01 191.33592296123402
1996-09-01 192.04513010194400
1996-10-01 193.36358701510102
1996-11-01 194.08702867030700
1996-12-01 194.44362787352100
1997-01-01 196.54169371256200
1997-02-01 197.54432219158298
1997-03-01 198.09523505674198
1997-04-01 198.36142332198398
1997-05-01 198.72603763969200
1997-06-01 199.21551127694300
1997-07-01 201.86822404198102
1997-08-01 202.55109379858200
1997-09-01 202.83570742192000
1997-10-01 201.80582892182000
1997-11-01 202.82482740653597
1997-12-01 202.66894583780300
1998-01-01 202.38839788967900
1998-02-01 202.75221170366402
1998-03-01 202.41154078486100
1998-04-01 204.08763294283000
1998-05-01 203.97918230256500
1998-06-01 203.73604445140498
1998-07-01 203.49376702326802
1998-08-01 202.88051200298300
1998-09-01 202.57532781210898
1998-10-01 205.16071071211400
1998-11-01 205.24450587597198
1998-12-01 205.44460005397100
1999-01-01 202.93123993087002
1999-02-01 206.17998427584500
1999-03-01 204.63643550852600
1999-04-01 204.62252174154400
1999-05-01 204.71168195607600
1999-06-01 205.11119932611900
1999-07-01 206.13164163971600
1999-08-01 207.23038296816800
1999-09-01 207.06413337814900
1999-10-01 204.89944345137100
1999-11-01 205.28218207786998
1999-12-01 205.71459541335602
2000-01-01 206.49424372733100
2000-02-01 207.25869600207199
2000-03-01 208.19592480426900
2000-04-01 208.26058965913300
2000-05-01 208.27312153657100
2000-06-01 208.36607759925300
2000-07-01 208.42706379599100
2000-08-01 208.95042316205900
2000-09-01 210.21340457238603
2000-10-01 211.61634209237000
2000-11-01 211.82206054042800
2000-12-01 212.02725461035900
2001-01-01 212.10532578583000
2001-02-01 213.54320957571602
2001-03-01 214.39205781066897
2001-04-01 215.23859180931197
2001-05-01 215.69751028300500
2001-06-01 216.76421777712298
2001-07-01 217.36571221928003
2001-08-01 218.07094862390200
2001-09-01 218.47126284740200
2001-10-01 218.66900668861900
2001-11-01 219.47637411373700
2001-12-01 220.32846310280300
2002-01-01 220.95370283764703
2002-02-01 221.35172521523998
2002-03-01 221.84108073125500
2002-04-01 222.23996148618400
2002-05-01 223.23940898332200
2002-06-01 223.97251227140998
2002-07-01 224.41896812754200
2002-08-01 225.15067875563900
2002-09-01 225.91667413188702
2002-10-01 226.32237207284000
2002-11-01 226.95380201552500
2002-12-01 227.54559470646900
2003-01-01 228.12671987769698
2003-02-01 228.65948743896303
2003-03-01 229.42650786532602
2003-04-01 230.05923960977200
2003-05-01 230.54431737287100
2003-06-01 230.79617383609002
2003-07-01 230.80533388565500
2003-08-01 231.13271602618698
2003-09-01 231.58187125668400
2003-10-01 232.26412347266998
2003-11-01 232.54759047808602
2003-12-01 233.30284542947400
2004-01-01 233.68771699591600
2004-02-01 234.03645914063900
2004-03-01 234.82445749873798
2004-04-01 235.34906718296398
2004-05-01 236.15166843058600
2004-06-01 236.36605015981500
2004-07-01 238.74552693298200
2004-08-01 238.26957030048197
2004-09-01 238.78209164016000
2004-10-01 239.91039182018900
2004-11-01 240.24135892885200
2004-12-01 240.90466736095001
2005-01-01 240.55258249359600
2005-02-01 241.97999613493800
2005-03-01 241.72007557787200
2005-04-01 243.29741130709500
2005-05-01 243.25251563196100
2005-06-01 243.28350288048700
2005-07-01 245.20203844875300
2005-08-01 245.80779298717800
2005-09-01 246.81719629957598
2005-10-01 246.74533366800400
2005-11-01 247.70757513998402
2005-12-01 248.26178702518700
2006-01-01 249.00582213304000
2006-02-01 249.86751523272600
2006-03-01 250.62423472218900
2006-04-01 251.29989461884000
2006-05-01 252.06455678259100
2006-06-01 252.73171329775602
2006-07-01 253.37481343235500
2006-08-01 254.04970491966900
2006-09-01 255.38698869231500
2006-10-01 255.49159914372400
2006-11-01 256.03518156342096
2006-12-01 256.82273540271300
2007-01-01 257.33552018957100
2007-02-01 257.61968708157600
2007-03-01 258.70844163899200
2007-04-01 259.20087033410600
2007-05-01 260.03740389789300
2007-06-01 260.71852381711300
2007-07-01 260.82287492184600
2007-08-01 261.32493005762500
2007-09-01 261.48375509660200
2007-10-01 262.11009539086604
2007-11-01 262.64320202239700
2007-12-01 263.16421864957800
2008-01-01 263.84047185715600
2008-02-01 264.88453401210800
2008-03-01 264.95443087667500
2008-04-01 265.87944587685297
2008-05-01 266.09280911110500
2008-06-01 266.62402616279996
2008-07-01 267.64373935846400
2008-08-01 268.25183421268800
2008-09-01 268.56789066376500
2008-10-01 268.92347880891000
2008-11-01 269.43673877314000
2008-12-01 269.86773656987400
2009-01-01 270.96150795425600
2009-02-01 271.44804196857700
2009-03-01 271.54823081227903
2009-04-01 271.56341549345700
2009-05-01 272.53537515564300
2009-06-01 273.12007141208000
2009-07-01 274.12454032712895
2009-08-01 274.02677673904700
2009-09-01 274.10607006264300
2009-10-01 275.24419142655000
2009-11-01 275.66447920193600
2009-12-01 275.83668352065496
2010-01-01 276.79302613085200
2010-02-01 275.30516344280700
2010-03-01 276.79323013797600
2010-04-01 277.13145360103800
2010-05-01 278.38286575444000
2010-06-01 277.88117660069804
2010-07-01 279.25048369924997
2010-08-01 280.14807314178500
2010-09-01 280.45699265926800
2010-10-01 281.82633818746496
2010-11-01 282.41135803055400
2010-12-01 282.90607951346700
2011-01-01 283.04949538169900
2011-02-01 283.30821849040200
2011-03-01 283.58807038927700
2011-04-01 284.31793776804403
2011-05-01 284.27255952771600
2011-06-01 284.56044991175200
2011-07-01 285.51822548960200
2011-08-01 286.12770432201200
2011-09-01 287.17330087288300
2011-10-01 287.25127029934700
2011-11-01 287.99089331363200
2011-12-01 288.56590058016496
2012-01-01 289.31491416237600
2012-02-01 289.93285231479800
2012-03-01 290.69008608676100
2012-04-01 290.66099177490200
2012-05-01 291.12426909788500
2012-06-01 291.58195578775400
2012-07-01 291.59608782634103
2012-08-01 291.65237688013900
2012-09-01 291.68227506691900
2012-10-01 291.70732663654000
2012-11-01 291.60367149956800
2012-12-01 292.27279364230400
2013-01-01 292.12653449500900
2013-02-01 292.91511137214600
2013-03-01 293.28108901168900
2013-04-01 293.78268439438204
2013-05-01 293.97353712324300
2013-06-01 294.70506177646200
2013-07-01 295.35304978924900
2013-08-01 296.60363451545504
2013-09-01 297.42439441110000
2013-10-01 297.45677955235900
2013-11-01 298.71455018868403
2013-12-01 299.36866007322700
2014-01-01 300.51689143201400
2014-02-01 300.15878676449904
2014-03-01 302.24715844495600
2014-04-01 302.40383346315400
2014-05-01 303.35661919486097
2014-06-01 303.87788056979000
2014-07-01 303.97932655385300
2014-08-01 303.92345119454300
2014-09-01 304.69245605022303
2014-10-01 305.16802173666600
2014-11-01 306.02559639122500
2014-12-01 306.09641449540900
2015-01-01 305.61494265802300
2015-02-01 306.05189006272997
2015-03-01 306.59119287179400
2015-04-01 307.76601731112600
2015-05-01 309.00827347118303
2015-06-01 309.61292771388600
2015-07-01 310.00480813086600
2015-08-01 310.61840926659300
2015-09-01 310.98420412698200
2015-10-01 312.73689714867800
2015-11-01 313.41793358703300
2015-12-01 314.47901067105400
2016-01-01 315.61610970806900
2016-02-01 316.31342691664400
2016-03-01 317.37358606976300
2016-04-01 318.34274966524200
2016-05-01 318.63964623927797
2016-06-01 318.32377951692200
2016-07-01 319.84721471903800
2016-08-01 320.25512683391400
2016-09-01 321.16008646987300
2016-10-01 321.57093290872900
2016-11-01 322.30679599568300
2016-12-01 321.87619415211000
2017-01-01 324.15711373233500
2017-02-01 324.15417020332296
2017-03-01 324.29435121156600
2017-04-01 324.85757361914100
2017-05-01 325.85970547074004
2017-06-01 326.76229183384500
2017-07-01 328.39066774638303
2017-08-01 329.67947798343100
2017-09-01 330.53152701269200
2017-10-01 331.45331401550900
2017-11-01 332.25621756248000
2017-12-01 333.36933137780400
2018-01-01 334.74534177731203
2018-02-01 336.81092519105897
2018-03-01 336.89832812509700
2018-04-01 337.87868642701000
2018-05-01 338.60864649271900
2018-06-01 339.62185574004000
2018-07-01 339.93111435841900
2018-08-01 340.57236473176800
2018-09-01 341.22213192266300
2018-10-01 341.39236838287700
2018-11-01 341.75766931584900
2018-12-01 343.00371845894100
2019-01-01 342.96459571723000
2019-02-01 343.72228745720400
2019-03-01 344.06260769607200
2019-04-01 344.61627570078000
2019-05-01 344.93704908737000
2019-06-01 345.36646577924300
2019-07-01 345.39669966315597
2019-08-01 346.48154149854800
2019-09-01 346.88992372861196
2019-10-01 347.26519340241896
2019-11-01 347.93021482818494
2019-12-01 348.44205397854597
2020-01-01 348.88119231333200
2020-02-01 349.58567298971200
2020-03-01 347.13472435378400
2020-04-01 288.27835064858600
2020-05-01 306.85764959488500
2020-06-01 323.04676323119300
2020-07-01 328.57990369718100
2020-08-01 332.43137881712100
2020-09-01 334.08352263840200
2020-10-01 335.71227757460300
2020-11-01 336.46027418174800
2020-12-01 336.82126859500000
2021-01-01 338.27185611793800
2021-02-01 339.48317325282903
2021-03-01 340.83642577888200
2021-04-01 341.94797130072897
2021-05-01 341.89137707790200
2021-06-01 342.15398252838700
2021-07-01 342.51410707722700
2021-08-01 342.83419621109800
2021-09-01 342.75471067877600
2021-10-01 344.23697007400705
2021-11-01 344.61329384471200
2021-12-01 345.43673005278900
2022-01-01 343.45309909307900
2022-02-01 345.92220036525100
2022-03-01 346.90098332266996
2022-04-01 347.95931873390000
2022-05-01 349.35361580972100
2022-06-01 349.69901778387100
2022-07-01 352.00303239298600
2022-08-01 352.99872025014605
2022-09-01 354.44671109530100
2022-10-01 354.38111842037904
2022-11-01 355.57161874964500
2022-12-01 357.31616107349400
2023-01-01 358.66157962260695
2023-02-01 360.29720688880997
2023-03-01 361.42180822628404
2023-04-01 362.11776099384696
2023-05-01 362.89141654013100
2023-06-01 364.21959635434405
2023-07-01 364.46605071590596
2023-08-01 365.84011461424700
2023-09-01 367.30485452309800
2023-10-01 369.16441823728800
2023-11-01 372.45734658842497
2023-12-01 371.26901979598200
2024-01-01 374.07167098114800
2024-02-01 375.34452883879700
2024-03-01 377.36396333360200
2024-04-01 379.04348678629000
2024-05-01 380.73348711383500
2024-06-01 385.40744338887197
2024-07-01 387.20456040975404

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