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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 141.102444901179 |
| 1990-02-01 | 141.654948534020 |
| 1990-03-01 | 142.666020217413 |
| 1990-04-01 | 142.906309826897 |
| 1990-05-01 | 143.365253906123 |
| 1990-06-01 | 144.455526016305 |
| 1990-07-01 | 145.293780547239 |
| 1990-08-01 | 145.906206121044 |
| 1990-09-01 | 146.536359553668 |
| 1990-10-01 | 146.867216227399 |
| 1990-11-01 | 147.271574126126 |
| 1990-12-01 | 147.897725979135 |
| 1991-01-01 | 148.539258345016 |
| 1991-02-01 | 149.110101519340 |
| 1991-03-01 | 149.733654070770 |
| 1991-04-01 | 149.887022000059 |
| 1991-05-01 | 150.546099814878 |
| 1991-06-01 | 151.331189839510 |
| 1991-07-01 | 151.588754588611 |
| 1991-08-01 | 152.595962502408 |
| 1991-09-01 | 153.125181958845 |
| 1991-10-01 | 153.735656651759 |
| 1991-11-01 | 154.760106254789 |
| 1991-12-01 | 155.465502179762 |
| 1992-01-01 | 156.169292899609 |
| 1992-02-01 | 156.974165429784 |
| 1992-03-01 | 157.636940261037 |
| 1992-04-01 | 158.640256521210 |
| 1992-05-01 | 159.909766743553 |
| 1992-06-01 | 160.315185492086 |
| 1992-07-01 | 161.593194801670 |
| 1992-08-01 | 162.082849931709 |
| 1992-09-01 | 162.224436572886 |
| 1992-10-01 | 164.397994280810 |
| 1992-11-01 | 164.418359993598 |
| 1992-12-01 | 164.785160263679 |
| 1993-01-01 | 166.522352222580 |
| 1993-02-01 | 167.381435680836 |
| 1993-03-01 | 167.850943650375 |
| 1993-04-01 | 169.100581370301 |
| 1993-05-01 | 169.452800297672 |
| 1993-06-01 | 169.398102539759 |
| 1993-07-01 | 171.407099259896 |
| 1993-08-01 | 171.898321647459 |
| 1993-09-01 | 172.044362686770 |
| 1993-10-01 | 173.856874214148 |
| 1993-11-01 | 174.689056416668 |
| 1993-12-01 | 175.071748836437 |
| 1994-01-01 | 173.147548899643 |
| 1994-02-01 | 174.044304840299 |
| 1994-03-01 | 174.806719387888 |
| 1994-04-01 | 175.756111830803 |
| 1994-05-01 | 176.727395105590 |
| 1994-06-01 | 177.578396111117 |
| 1994-07-01 | 177.964039087860 |
| 1994-08-01 | 178.818073091540 |
| 1994-09-01 | 179.998427223434 |
| 1994-10-01 | 180.440630359226 |
| 1994-11-01 | 180.833237541048 |
| 1994-12-01 | 181.658864907397 |
| 1995-01-01 | 180.811197170720 |
| 1995-02-01 | 182.410712388562 |
| 1995-03-01 | 183.597316878802 |
| 1995-04-01 | 184.458904548679 |
| 1995-05-01 | 184.590281340104 |
| 1995-06-01 | 185.525428355469 |
| 1995-07-01 | 186.416845799490 |
| 1995-08-01 | 187.050663522684 |
| 1995-09-01 | 187.477169828466 |
| 1995-10-01 | 187.650349312958 |
| 1995-11-01 | 188.308698474329 |
| 1995-12-01 | 188.750807988595 |
| 1996-01-01 | 185.955090083567 |
| 1996-02-01 | 188.412421343975 |
| 1996-03-01 | 188.783956753896 |
| 1996-04-01 | 189.066419060701 |
| 1996-05-01 | 189.893866579431 |
| 1996-06-01 | 190.400803538909 |
| 1996-07-01 | 190.896798459837 |
| 1996-08-01 | 191.369213006861 |
| 1996-09-01 | 192.079242059777 |
| 1996-10-01 | 193.405431767792 |
| 1996-11-01 | 194.160545485158 |
| 1996-12-01 | 194.566797230315 |
| 1997-01-01 | 196.533054756842 |
| 1997-02-01 | 197.509789785494 |
| 1997-03-01 | 197.949510631627 |
| 1997-04-01 | 198.289653670622 |
| 1997-05-01 | 198.667274920826 |
| 1997-06-01 | 199.178129959199 |
| 1997-07-01 | 201.866868139321 |
| 1997-08-01 | 202.593838757552 |
| 1997-09-01 | 202.890506130852 |
| 1997-10-01 | 201.848096590929 |
| 1997-11-01 | 202.906235313271 |
| 1997-12-01 | 202.807243851456 |
| 1998-01-01 | 202.452518839774 |
| 1998-02-01 | 202.736125927748 |
| 1998-03-01 | 202.197879676616 |
| 1998-04-01 | 203.984834039559 |
| 1998-05-01 | 203.909273583876 |
| 1998-06-01 | 203.689261315447 |
| 1998-07-01 | 203.487067065335 |
| 1998-08-01 | 202.934490365033 |
| 1998-09-01 | 202.644148036487 |
| 1998-10-01 | 205.198340045011 |
| 1998-11-01 | 205.326826170810 |
| 1998-12-01 | 205.575763534428 |
| 1999-01-01 | 203.034480029633 |
| 1999-02-01 | 206.178388241515 |
| 1999-03-01 | 204.395964652135 |
| 1999-04-01 | 204.511527673246 |
| 1999-05-01 | 204.643871081205 |
| 1999-06-01 | 205.066205938680 |
| 1999-07-01 | 206.121512950148 |
| 1999-08-01 | 207.281405155644 |
| 1999-09-01 | 207.138789069649 |
| 1999-10-01 | 204.929572129161 |
| 1999-11-01 | 205.355715152019 |
| 1999-12-01 | 205.829637489144 |
| 2000-01-01 | 206.609890059353 |
| 2000-02-01 | 207.258629457125 |
| 2000-03-01 | 207.968093475415 |
| 2000-04-01 | 208.156554695265 |
| 2000-05-01 | 208.211334501488 |
| 2000-06-01 | 208.331922084685 |
| 2000-07-01 | 208.419380718206 |
| 2000-08-01 | 209.001636682748 |
| 2000-09-01 | 210.281272928583 |
| 2000-10-01 | 211.635236951495 |
| 2000-11-01 | 211.880036601649 |
| 2000-12-01 | 212.110392521570 |
| 2001-01-01 | 212.192962042602 |
| 2001-02-01 | 213.544527078596 |
| 2001-03-01 | 214.219194759687 |
| 2001-04-01 | 215.161904297602 |
| 2001-05-01 | 215.651505403891 |
| 2001-06-01 | 216.746401315794 |
| 2001-07-01 | 217.361643573905 |
| 2001-08-01 | 218.104030976299 |
| 2001-09-01 | 218.524216557726 |
| 2001-10-01 | 218.680196443574 |
| 2001-11-01 | 219.513155085048 |
| 2001-12-01 | 220.377054758364 |
| 2002-01-01 | 221.006792252932 |
| 2002-02-01 | 221.349795350840 |
| 2002-03-01 | 221.741648338686 |
| 2002-04-01 | 222.193243926666 |
| 2002-05-01 | 223.209851821076 |
| 2002-06-01 | 223.966051416599 |
| 2002-07-01 | 224.421010693398 |
| 2002-08-01 | 225.169095734718 |
| 2002-09-01 | 225.948717403292 |
| 2002-10-01 | 226.325639710611 |
| 2002-11-01 | 226.972758546029 |
| 2002-12-01 | 227.562828537035 |
| 2003-01-01 | 228.143219201946 |
| 2003-02-01 | 228.656093106463 |
| 2003-03-01 | 229.393830713175 |
| 2003-04-01 | 230.041333135913 |
| 2003-05-01 | 230.530588604307 |
| 2003-06-01 | 230.795130668367 |
| 2003-07-01 | 230.808874111700 |
| 2003-08-01 | 231.133667433082 |
| 2003-09-01 | 231.595219582084 |
| 2003-10-01 | 232.263863754026 |
| 2003-11-01 | 232.554458580200 |
| 2003-12-01 | 233.307613135515 |
| 2004-01-01 | 233.693476700412 |
| 2004-02-01 | 234.034041578446 |
| 2004-03-01 | 234.818574313243 |
| 2004-04-01 | 235.342971304462 |
| 2004-05-01 | 236.147234075437 |
| 2004-06-01 | 236.365371297651 |
| 2004-07-01 | 238.747492639003 |
| 2004-08-01 | 238.271590007245 |
| 2004-09-01 | 238.784649701058 |
| 2004-10-01 | 239.907394736228 |
| 2004-11-01 | 240.242704246604 |
| 2004-12-01 | 240.905626323882 |
| 2005-01-01 | 240.553274685288 |
| 2005-02-01 | 241.980283300806 |
| 2005-03-01 | 241.719907927416 |
| 2005-04-01 | 243.296973466698 |
| 2005-05-01 | 243.252214485505 |
| 2005-06-01 | 243.283378763971 |
| 2005-07-01 | 245.202393302604 |
| 2005-08-01 | 245.807326866821 |
| 2005-09-01 | 246.817219698190 |
| 2005-10-01 | 246.744666556848 |
| 2005-11-01 | 247.707489458497 |
| 2005-12-01 | 248.262076576639 |
| 2006-01-01 | 249.006355850891 |
| 2006-02-01 | 249.867804602044 |
| 2006-03-01 | 250.624217193632 |
| 2006-04-01 | 251.299608632567 |
| 2006-05-01 | 252.064333774030 |
| 2006-06-01 | 252.731482924274 |
| 2006-07-01 | 253.375059466434 |
| 2006-08-01 | 254.049615516121 |
| 2006-09-01 | 255.387682186129 |
| 2006-10-01 | 255.491317731669 |
| 2006-11-01 | 256.035082682768 |
| 2006-12-01 | 256.822720440822 |
| 2007-01-01 | 257.335648761539 |
| 2007-02-01 | 257.619471463870 |
| 2007-03-01 | 258.708391433298 |
| 2007-04-01 | 259.200734253494 |
| 2007-05-01 | 260.037276681124 |
| 2007-06-01 | 260.718399695120 |
| 2007-07-01 | 260.822989230723 |
| 2007-08-01 | 261.324872613098 |
| 2007-09-01 | 261.484578233968 |
| 2007-10-01 | 262.109965533599 |
| 2007-11-01 | 262.643163686346 |
| 2007-12-01 | 263.164213807679 |
| 2008-01-01 | 263.840590208459 |
| 2008-02-01 | 264.884186504470 |
| 2008-03-01 | 264.954379945632 |
| 2008-04-01 | 265.879334250976 |
| 2008-05-01 | 266.092642737742 |
| 2008-06-01 | 266.623855092406 |
| 2008-07-01 | 267.643683880968 |
| 2008-08-01 | 268.251722293066 |
| 2008-09-01 | 268.568936704642 |
| 2008-10-01 | 268.923302805143 |
| 2008-11-01 | 269.436669082940 |
| 2008-12-01 | 269.867808289697 |
| 2009-01-01 | 270.961774913474 |
| 2009-02-01 | 271.447689284819 |
| 2009-03-01 | 271.548247090363 |
| 2009-04-01 | 271.563361282102 |
| 2009-05-01 | 272.535145841531 |
| 2009-06-01 | 273.119797392282 |
| 2009-07-01 | 274.124411990526 |
| 2009-08-01 | 274.026478588199 |
| 2009-09-01 | 274.107072649440 |
| 2009-10-01 | 275.243821874275 |
| 2009-11-01 | 275.664262617334 |
| 2009-12-01 | 275.836626301485 |
| 2010-01-01 | 276.794650467243 |
| 2010-02-01 | 275.304743942186 |
| 2010-03-01 | 276.793106239998 |
| 2010-04-01 | 277.131339069071 |
| 2010-05-01 | 278.382655446607 |
| 2010-06-01 | 277.880752918583 |
| 2010-07-01 | 279.250176517008 |
| 2010-08-01 | 280.147445262767 |
| 2010-09-01 | 280.457881218509 |
| 2010-10-01 | 281.825142536962 |
| 2010-11-01 | 282.411077245013 |
| 2010-12-01 | 282.906250868933 |
| 2011-01-01 | 283.053071905968 |
| 2011-02-01 | 283.308110960956 |
| 2011-03-01 | 283.587552633058 |
| 2011-04-01 | 284.317901810092 |
| 2011-05-01 | 284.272299431781 |
| 2011-06-01 | 284.559928742801 |
| 2011-07-01 | 285.517518497278 |
| 2011-08-01 | 286.126251584615 |
| 2011-09-01 | 287.173466734582 |
| 2011-10-01 | 287.249058460328 |
| 2011-11-01 | 287.990058219546 |
| 2011-12-01 | 288.565448561973 |
| 2012-01-01 | 289.325089901224 |
| 2012-02-01 | 289.932285046069 |
| 2012-03-01 | 290.688704138771 |
| 2012-04-01 | 290.660866034769 |
| 2012-05-01 | 291.123713630467 |
| 2012-06-01 | 291.580758978345 |
| 2012-07-01 | 291.594722803921 |
| 2012-08-01 | 291.650261238734 |
| 2012-09-01 | 291.680131323044 |
| 2012-10-01 | 291.704333004508 |
| 2012-11-01 | 291.602790925383 |
| 2012-12-01 | 292.272753030769 |
| 2013-01-01 | 292.143152581385 |
| 2013-02-01 | 292.914873203139 |
| 2013-03-01 | 293.279137669899 |
| 2013-04-01 | 293.782617217469 |
| 2013-05-01 | 293.973312497668 |
| 2013-06-01 | 294.699646025507 |
| 2013-07-01 | 295.351962125715 |
| 2013-08-01 | 296.601424211677 |
| 2013-09-01 | 297.419897853003 |
| 2013-10-01 | 297.453145229056 |
| 2013-11-01 | 298.712069003400 |
| 2013-12-01 | 299.368928912909 |
| 2014-01-01 | 300.545213042221 |
| 2014-02-01 | 300.157055250052 |
| 2014-03-01 | 302.244526334585 |
| 2014-04-01 | 302.403640792667 |
| 2014-05-01 | 303.355993497831 |
| 2014-06-01 | 303.866231630627 |
| 2014-07-01 | 303.976803718132 |
| 2014-08-01 | 303.920152186005 |
| 2014-09-01 | 304.684955731103 |
| 2014-10-01 | 305.164678166908 |
| 2014-11-01 | 306.025046692089 |
| 2014-12-01 | 306.102886436577 |
| 2015-01-01 | 305.653605944784 |
| 2015-02-01 | 306.054005595863 |
| 2015-03-01 | 306.587312751486 |
| 2015-04-01 | 307.761296462041 |
| 2015-05-01 | 309.000979824558 |
| 2015-06-01 | 309.589502948815 |
| 2015-07-01 | 309.996722994715 |
| 2015-08-01 | 310.611127328254 |
| 2015-09-01 | 310.975974827677 |
| 2015-10-01 | 312.740405591099 |
| 2015-11-01 | 313.431105169276 |
| 2015-12-01 | 314.487193275948 |
| 2016-01-01 | 315.678246983785 |
| 2016-02-01 | 316.324911721360 |
| 2016-03-01 | 317.365987562090 |
| 2016-04-01 | 318.323966591732 |
| 2016-05-01 | 318.614432545883 |
| 2016-06-01 | 318.282031980007 |
| 2016-07-01 | 319.825485311263 |
| 2016-08-01 | 320.238795954216 |
| 2016-09-01 | 321.151612313343 |
| 2016-10-01 | 321.586342594783 |
| 2016-11-01 | 322.342836998240 |
| 2016-12-01 | 321.900197320845 |
| 2017-01-01 | 324.268751336321 |
| 2017-02-01 | 324.185333670131 |
| 2017-03-01 | 324.273105176170 |
| 2017-04-01 | 324.791622221674 |
| 2017-05-01 | 325.806446429010 |
| 2017-06-01 | 326.696412803675 |
| 2017-07-01 | 328.349217466365 |
| 2017-08-01 | 329.657533350433 |
| 2017-09-01 | 330.513888455565 |
| 2017-10-01 | 331.522827891903 |
| 2017-11-01 | 332.315040999729 |
| 2017-12-01 | 333.392826186788 |
| 2018-01-01 | 334.918688066460 |
| 2018-02-01 | 336.864667174861 |
| 2018-03-01 | 336.860210099402 |
| 2018-04-01 | 337.758305540051 |
| 2018-05-01 | 338.521160862138 |
| 2018-06-01 | 339.531775642783 |
| 2018-07-01 | 339.869889369478 |
| 2018-08-01 | 340.552137248143 |
| 2018-09-01 | 341.173223743115 |
| 2018-10-01 | 341.531994702307 |
| 2018-11-01 | 341.851480779640 |
| 2018-12-01 | 343.016766749770 |
| 2019-01-01 | 343.193958683566 |
| 2019-02-01 | 343.797921832576 |
| 2019-03-01 | 344.003363079128 |
| 2019-04-01 | 344.439127060054 |
| 2019-05-01 | 344.819354869563 |
| 2019-06-01 | 345.248860683424 |
| 2019-07-01 | 345.337750229636 |
| 2019-08-01 | 346.471874321759 |
| 2019-09-01 | 346.815825262333 |
| 2019-10-01 | 347.481625490289 |
| 2019-11-01 | 348.061165369803 |
| 2019-12-01 | 348.429469589059 |
| 2020-01-01 | 349.126311458749 |
| 2020-02-01 | 349.661885182292 |
| 2020-03-01 | 347.056832930257 |
| 2020-04-01 | 288.097853817006 |
| 2020-05-01 | 306.720736273487 |
| 2020-06-01 | 322.949791736002 |
| 2020-07-01 | 328.549869721562 |
| 2020-08-01 | 332.433718832146 |
| 2020-09-01 | 333.977736202385 |
| 2020-10-01 | 335.980596635643 |
| 2020-11-01 | 336.657062863731 |
| 2020-12-01 | 336.769973588053 |
| 2021-01-01 | 338.508000859102 |
| 2021-02-01 | 339.528781626253 |
| 2021-03-01 | 340.733680808036 |
| 2021-04-01 | 341.651108388118 |
| 2021-05-01 | 341.691221635495 |
| 2021-06-01 | 342.092433706783 |
| 2021-07-01 | 342.567554927696 |
| 2021-08-01 | 342.868016335089 |
| 2021-09-01 | 342.648751313266 |
| 2021-10-01 | 344.565713781140 |
| 2021-11-01 | 344.902236967134 |
| 2021-12-01 | 345.317079234819 |
| 2022-01-01 | 343.623882544221 |
| 2022-02-01 | 345.909336283873 |
| 2022-03-01 | 346.766252484816 |
| 2022-04-01 | 347.587383211455 |
| 2022-05-01 | 349.073370333940 |
| 2022-06-01 | 349.732396155693 |
| 2022-07-01 | 352.191643905860 |
| 2022-08-01 | 353.053487491759 |
| 2022-09-01 | 354.353422388679 |
| 2022-10-01 | 354.756836467661 |
| 2022-11-01 | 355.988778942913 |
| 2022-12-01 | 357.099252511565 |
| 2023-01-01 | 358.733648549349 |
| 2023-02-01 | 360.227971675644 |
| 2023-03-01 | 361.235923438446 |
| 2023-04-01 | 361.845733580113 |
| 2023-05-01 | 362.741430736928 |
| 2023-06-01 | 364.839485430419 |
| 2023-07-01 | 364.616498408673 |
| 2023-08-01 | 365.720886169822 |
| 2023-09-01 | 366.986170804725 |
| 2023-10-01 | 367.671920137072 |
| 2023-11-01 | 368.503274862247 |
| 2023-12-01 | 369.864473891438 |
| 2024-01-01 | 370.493852159999 |
| 2024-02-01 | 371.620492553298 |
| 2024-03-01 | 372.818107966112 |
| 2024-04-01 | 374.075512323424 |
| 2024-05-01 | 375.436099944374 |
| 2024-06-01 | 376.627125613524 |
| 2024-07-01 | 377.590289046601 |
| 2024-08-01 | 378.459853934675 |
| 2024-09-01 | 379.335856479553 |
| 2024-10-01 | 381.076190788250 |
| 2024-11-01 | 382.212357875447 |
| 2024-12-01 | 383.208395722079 |
| 2025-01-01 | 384.156227770781 |
| 2025-02-01 | 384.953801490422 |
| 2025-03-01 | 385.211367941699 |
| 2025-04-01 | 385.983776188120 |
| 2025-05-01 | 386.847269104302 |
| 2025-06-01 | 386.600990754866 |
| 2025-07-01 | 387.336614944222 |
| 2025-08-01 | 388.202518122687 |
| 2025-09-01 | 388.310311496063 |
| 2025-10-01 | 388.474352647831 |
| 2025-11-01 | 388.802351438589 |
| 2025-12-01 | 389.234921116095 |
| 2026-01-01 | 394.115526521804 |
| 2026-02-01 | 392.972749428038 |
| 2026-03-01 | 394.709622530773 |
| 2026-04-01 | 395.158243828334 |
| 2026-05-01 | 393.972625613937 |
| 2026-06-01 | 395.790447411378 |