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 2024-10-01
Last Updated 2024-11-20 4:55 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
1990-01-01 141.10832214583098
1990-02-01 141.66311926158600
1990-03-01 142.67380274430800
1990-04-01 142.91013961945600
1990-05-01 143.37131253612200
1990-06-01 144.45699177878700
1990-07-01 145.29009664324101
1990-08-01 145.90277457424900
1990-09-01 146.53586493498900
1990-10-01 146.86079318132200
1990-11-01 147.26041549919900
1990-12-01 147.88115907063100
1991-01-01 148.55223301058902
1991-02-01 149.12287973483498
1991-03-01 149.74363064406300
1991-04-01 149.89094949336000
1991-05-01 150.55225650085600
1991-06-01 151.33245313720101
1991-07-01 151.58277863979300
1991-08-01 152.58957766000900
1991-09-01 153.12251681343798
1991-10-01 153.72536325697700
1991-11-01 154.74305262012400
1991-12-01 155.43959709647600
1992-01-01 156.20267822069200
1992-02-01 157.00139382739400
1992-03-01 157.64449356767201
1992-04-01 158.64186259906700
1992-05-01 159.91863964683500
1992-06-01 160.31413816664200
1992-07-01 161.58238678495800
1992-08-01 162.07182082207900
1992-09-01 162.21841537456300
1992-10-01 164.38149311420400
1992-11-01 164.39279951612698
1992-12-01 164.74788976284500
1993-01-01 166.58822810595800
1993-02-01 167.42381003725100
1993-03-01 167.85511725830798
1993-04-01 169.09973760755200
1993-05-01 169.46343063102898
1993-06-01 169.39302157953600
1993-07-01 171.39136188186500
1993-08-01 171.88180514846403
1993-09-01 172.03460175010602
1993-10-01 173.83482374255402
1993-11-01 174.65765259582600
1993-12-01 175.02361544215802
1994-01-01 173.24264255701198
1994-02-01 174.09987859031202
1994-03-01 174.80571568939098
1994-04-01 175.75152332495400
1994-05-01 176.74012220364898
1994-06-01 177.57051108419998
1994-07-01 177.94262566394102
1994-08-01 178.79883977779400
1994-09-01 179.98616476875500
1994-10-01 180.41473633716498
1994-11-01 180.80122194554298
1994-12-01 181.60830417129600
1995-01-01 180.92277719953498
1995-02-01 182.46869907585100
1995-03-01 183.59391805448000
1995-04-01 184.45252369469398
1995-05-01 184.60185314104803
1995-06-01 185.51651249522800
1995-07-01 186.39363479974400
1995-08-01 187.03125311898398
1995-09-01 187.46551062227200
1995-10-01 187.62346219356700
1995-11-01 188.28064038439499
1995-12-01 188.70327290141800
1996-01-01 186.06567517544800
1996-02-01 188.46548188393500
1996-03-01 188.77567237671397
1996-04-01 189.05805175067002
1996-05-01 189.90518203596199
1996-06-01 190.39297406814097
1996-07-01 190.87478103442100
1996-08-01 191.35456808502500
1996-09-01 192.06932779614000
1996-10-01 193.38134814116100
1996-11-01 194.14015864557300
1996-12-01 194.53254629864102
1997-01-01 196.62682937267502
1997-02-01 197.54484256311500
1997-03-01 197.94193026391702
1997-04-01 198.28300228307398
1997-05-01 198.67505133412600
1997-06-01 199.17247024796100
1997-07-01 201.84958126135100
1997-08-01 202.58743123272203
1997-09-01 202.88244970685798
1997-10-01 201.82902226315400
1997-11-01 202.89473213733700
1997-12-01 202.78569226630900
1998-01-01 202.51504402399100
1998-02-01 202.75275419046600
1998-03-01 202.19354953366903
1998-04-01 203.98050780120800
1998-05-01 203.91473641423698
1998-06-01 203.68749627020300
1998-07-01 203.47454447320598
1998-08-01 202.93695131190398
1998-09-01 202.63768934351600
1998-10-01 205.18541662117000
1998-11-01 205.32153370494498
1998-12-01 205.56590565939499
1999-01-01 203.06615471561000
1999-02-01 206.18056394794900
1999-03-01 204.39641486538898
1999-04-01 204.51017440324000
1999-05-01 204.64638724701197
1999-06-01 205.06652795726800
1999-07-01 206.11441014179502
1999-08-01 207.29004819716098
1999-09-01 207.13402486113202
1999-10-01 204.92117167206902
1999-11-01 205.35182901399202
1999-12-01 205.82314066981500
2000-01-01 206.62667415199300
2000-02-01 207.25749662711100
2000-03-01 207.96775915436402
2000-04-01 208.15549311868700
2000-05-01 208.21415801368500
2000-06-01 208.33194019633700
2000-07-01 208.41547535508600
2000-08-01 209.01190435596000
2000-09-01 210.27675364160197
2000-10-01 211.63093117921397
2000-11-01 211.87627025164002
2000-12-01 212.10704389622600
2001-01-01 212.20298044227200
2001-02-01 213.54175533451001
2001-03-01 214.21835002760200
2001-04-01 215.16109539271300
2001-05-01 215.65328449021500
2001-06-01 216.74480790351600
2001-07-01 217.35994253504700
2001-08-01 218.11447840615799
2001-09-01 218.52004543942700
2001-10-01 218.67847405370300
2001-11-01 219.51061997511700
2001-12-01 220.37463699500100
2002-01-01 221.01262914228002
2002-02-01 221.34755255295798
2002-03-01 221.74121650030898
2002-04-01 222.19251092940000
2002-05-01 223.21071973037700
2002-06-01 223.96461571164298
2002-07-01 224.41991404107898
2002-08-01 225.17598706154800
2002-09-01 225.94568335706200
2002-10-01 226.32576876428600
2002-11-01 226.97183401951600
2002-12-01 227.56201134435700
2003-01-01 228.14461322458303
2003-02-01 228.65566670060502
2003-03-01 229.39335486221500
2003-04-01 230.04051699509398
2003-05-01 230.53107300296003
2003-06-01 230.79437815465900
2003-07-01 230.80843811061600
2003-08-01 231.13701049332800
2003-09-01 231.59440399508600
2003-10-01 232.26378952130100
2003-11-01 232.55386163274102
2003-12-01 233.30710393683398
2004-01-01 233.69409062002998
2004-02-01 234.03371502715697
2004-03-01 234.81842906593400
2004-04-01 235.34264087750500
2004-05-01 236.14759541254800
2004-06-01 236.36530338955900
2004-07-01 238.74762728533000
2004-08-01 238.27190474351698
2004-09-01 238.78448892663800
2004-10-01 239.90758987126600
2004-11-01 240.24250947874500
2004-12-01 240.90545977178002
2005-01-01 240.55324026949100
2005-02-01 241.98030494121602
2005-03-01 241.71995218767200
2005-04-01 243.29698780655700
2005-05-01 243.25223616783800
2005-06-01 243.28351781904598
2005-07-01 245.20247624753600
2005-08-01 245.80741813078900
2005-09-01 246.81679561145700
2005-10-01 246.74471354574402
2005-11-01 247.70741820953202
2005-12-01 248.26200143017200
2006-01-01 249.00635469152198
2006-02-01 249.86796521147300
2006-03-01 250.62431497787398
2006-04-01 251.29969542508800
2006-05-01 252.06439608853100
2006-06-01 252.73159714726200
2006-07-01 253.37508131268700
2006-08-01 254.04962919968300
2006-09-01 255.38702927257302
2006-10-01 255.49136954799900
2006-11-01 256.03508795417196
2006-12-01 256.82271370571600
2007-01-01 257.33562015138597
2007-02-01 257.61979249793700
2007-03-01 258.70844264974700
2007-04-01 259.20078873381000
2007-05-01 260.03738816670500
2007-06-01 260.71850479076300
2007-07-01 260.82302921678500
2007-08-01 261.32490919177700
2007-09-01 261.48382783856897
2007-10-01 262.11001623825500
2007-11-01 262.64317662432100
2007-12-01 263.16419349450200
2008-01-01 263.84047509530603
2008-02-01 264.88455389083900
2008-03-01 264.95440119221100
2008-04-01 265.87938784334500
2008-05-01 266.09280800802900
2008-06-01 266.62407822898700
2008-07-01 267.64376138143200
2008-08-01 268.25185294443000
2008-09-01 268.56793901730900
2008-10-01 268.92346633791000
2008-11-01 269.43671677493300
2008-12-01 269.86771582279400
2009-01-01 270.96148257047400
2009-02-01 271.44804972826800
2009-03-01 271.54821323007700
2009-04-01 271.56339595844500
2009-05-01 272.53535716660804
2009-06-01 273.12011816112596
2009-07-01 274.12454671571203
2009-08-01 274.02680034630300
2009-09-01 274.10609047165400
2009-10-01 275.24421757802700
2009-11-01 275.66448964877000
2009-12-01 275.83667807911400
2010-01-01 276.79291845777500
2010-02-01 275.30517023798700
2010-03-01 276.79322348876303
2010-04-01 277.13143287853900
2010-05-01 278.38283476302600
2010-06-01 277.88123864140400
2010-07-01 279.25048216625600
2010-08-01 280.14809583347900
2010-09-01 280.45702096374600
2010-10-01 281.82649531362400
2010-11-01 282.41135891037300
2010-12-01 282.90605322501400
2011-01-01 283.04926799569700
2011-02-01 283.30819113179000
2011-03-01 283.58807396098200
2011-04-01 284.31790754578100
2011-05-01 284.27252821809200
2011-06-01 284.56051620026500
2011-07-01 285.51823751155604
2011-08-01 286.12781624060300
2011-09-01 287.17332943732100
2011-10-01 287.25155843452300
2011-11-01 287.99090182672600
2011-12-01 288.56589691398100
2012-01-01 289.31432020715100
2012-02-01 289.93284228072300
2012-03-01 290.69012305267603
2012-04-01 290.66095426218700
2012-05-01 291.12425847503000
2012-06-01 291.58206970405900
2012-07-01 291.59612841132000
2012-08-01 291.65255597800600
2012-09-01 291.68242533387600
2012-10-01 291.70769192625200
2012-11-01 291.60364245792100
2012-12-01 292.27275998671900
2013-01-01 292.12559962182803
2013-02-01 292.91507929987200
2013-03-01 293.28110071035100
2013-04-01 293.78254994829400
2013-05-01 293.97343385665500
2013-06-01 294.70566864056000
2013-07-01 295.35311987814400
2013-08-01 296.60396795760700
2013-09-01 297.42480586591597
2013-10-01 297.45713151725800
2013-11-01 298.71437023868500
2013-12-01 299.36785931551900
2014-01-01 300.51599786520300
2014-02-01 300.15870158066600
2014-03-01 302.24722040507500
2014-04-01 302.40372526940104
2014-05-01 303.35643888344700
2014-06-01 303.87891360914000
2014-07-01 303.97929968690800
2014-08-01 303.92395552353400
2014-09-01 304.69341602730700
2014-10-01 305.16866887688400
2014-11-01 306.02547836990800
2014-12-01 306.09486800956904
2015-01-01 305.61441681725603
2015-02-01 306.05114448431300
2015-03-01 306.59072846310700
2015-04-01 307.76521494505400
2015-05-01 309.00729738821800
2015-06-01 309.61423882795000
2015-07-01 310.00518579633800
2015-08-01 310.61969993468900
2015-09-01 310.98661328281900
2015-10-01 312.73973986069900
2015-11-01 313.42079581067900
2015-12-01 314.47124539494900
2016-01-01 315.61796336309396
2016-02-01 316.31206660504700
2016-03-01 317.37071397925700
2016-04-01 318.33911605704800
2016-05-01 318.63728312325400
2016-06-01 318.32595205015997
2016-07-01 319.84487281316603
2016-08-01 320.26038960595700
2016-09-01 321.16697844447800
2016-10-01 321.57802393224900
2016-11-01 322.31412459955800
2016-12-01 321.86365974594300
2017-01-01 324.16287283298700
2017-02-01 324.14986770994300
2017-03-01 324.28428070648100
2017-04-01 324.84621561529000
2017-05-01 325.84644048861500
2017-06-01 326.77385291875703
2017-07-01 328.38533418940900
2017-08-01 329.69713826849700
2017-09-01 330.54096573860700
2017-10-01 331.47459153930400
2017-11-01 332.26617946117100
2017-12-01 333.34912875163500
2018-01-01 334.75268102839100
2018-02-01 336.80084458197400
2018-03-01 336.87637582667100
2018-04-01 337.85573135115004
2018-05-01 338.58386599486100
2018-06-01 339.64435336862704
2018-07-01 339.92260942566000
2018-08-01 340.60134880154000
2018-09-01 341.25713400317700
2018-10-01 341.42496466725300
2018-11-01 341.76701047762100
2018-12-01 342.98199089504200
2019-01-01 342.96849278090900
2019-02-01 343.69687243158404
2019-03-01 344.01843505661300
2019-04-01 344.57290218509200
2019-05-01 344.89568319048100
2019-06-01 345.41206206527100
2019-07-01 345.39186722763196
2019-08-01 346.52165012413803
2019-09-01 346.97776403827700
2019-10-01 347.30856328129204
2019-11-01 347.93988793429700
2019-12-01 348.41741995245303
2020-01-01 348.87214611599296
2020-02-01 349.53295410283500
2020-03-01 347.05269320981796
2020-04-01 288.21005788386400
2020-05-01 306.79683139678900
2020-06-01 323.14939858214800
2020-07-01 328.57975571686796
2020-08-01 332.48234540694000
2020-09-01 334.23592790673500
2020-10-01 335.76948183477100
2020-11-01 336.46696034861600
2020-12-01 336.80397411054100
2021-01-01 338.24830214375300
2021-02-01 339.39760990407400
2021-03-01 340.69901441004100
2021-04-01 341.77952947080500
2021-05-01 341.76766878739700
2021-06-01 342.37944417671600
2021-07-01 342.54969195738700
2021-08-01 342.90451337262100
2021-09-01 342.99508443572500
2021-10-01 344.31444660315200
2021-11-01 344.61281357847000
2021-12-01 345.42642337609500
2022-01-01 343.40540324407100
2022-02-01 345.78988711688004
2022-03-01 346.69217816970100
2022-04-01 347.68475314433505
2022-05-01 349.15779032978800
2022-06-01 350.06594232217400
2022-07-01 352.10990539178800
2022-08-01 353.07203099528300
2022-09-01 354.78926168589500
2022-10-01 354.47325712897200
2022-11-01 355.56068839965894
2022-12-01 357.31490130024400
2023-01-01 358.59073093783200
2023-02-01 360.11532654166604
2023-03-01 361.13580328519500
2023-04-01 361.72202828848197
2023-05-01 362.61621450770303
2023-06-01 364.73142401529700
2023-07-01 364.66662337313700
2023-08-01 365.90954716189800
2023-09-01 367.74114713448200
2023-10-01 369.27034391636300
2023-11-01 372.43844120621400
2023-12-01 371.26992263709700
2024-01-01 373.97715776349400
2024-02-01 375.11617481074205
2024-03-01 377.00850237758400
2024-04-01 378.55015841655097
2024-05-01 380.38442514371400
2024-06-01 386.05430968054003
2024-07-01 387.79284858926000
2024-08-01 390.06874301800800
2024-09-01 389.38582767618400
2024-10-01 391.54010797070396

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