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 2026-05-01 |
| Last Updated | 2026-06-24 10:03 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 | 141.102573927549 |
| 1990-02-01 | 141.655142927433 |
| 1990-03-01 | 142.666379050563 |
| 1990-04-01 | 142.906487497277 |
| 1990-05-01 | 143.365464149009 |
| 1990-06-01 | 144.455651284076 |
| 1990-07-01 | 145.293920160756 |
| 1990-08-01 | 145.906147903632 |
| 1990-09-01 | 146.536187206301 |
| 1990-10-01 | 146.866967166026 |
| 1990-11-01 | 147.271213680402 |
| 1990-12-01 | 147.896976696945 |
| 1991-01-01 | 148.539588831675 |
| 1991-02-01 | 149.110413005906 |
| 1991-03-01 | 149.734055338025 |
| 1991-04-01 | 149.887221681069 |
| 1991-05-01 | 150.546305962857 |
| 1991-06-01 | 151.331307277466 |
| 1991-07-01 | 151.588887018045 |
| 1991-08-01 | 152.595851688257 |
| 1991-09-01 | 153.124934841644 |
| 1991-10-01 | 153.735327873067 |
| 1991-11-01 | 154.759590619348 |
| 1991-12-01 | 155.464508540850 |
| 1992-01-01 | 156.169980812116 |
| 1992-02-01 | 156.974841616632 |
| 1992-03-01 | 157.637309593164 |
| 1992-04-01 | 158.640501877548 |
| 1992-05-01 | 159.909973491724 |
| 1992-06-01 | 160.315283549044 |
| 1992-07-01 | 161.593293331211 |
| 1992-08-01 | 162.082652550508 |
| 1992-09-01 | 162.224071136762 |
| 1992-10-01 | 164.397552371003 |
| 1992-11-01 | 164.417700974145 |
| 1992-12-01 | 164.783828254277 |
| 1993-01-01 | 166.523356662683 |
| 1993-02-01 | 167.382611183745 |
| 1993-03-01 | 167.851351766472 |
| 1993-04-01 | 169.100908877287 |
| 1993-05-01 | 169.453027982076 |
| 1993-06-01 | 169.398175080401 |
| 1993-07-01 | 171.407099963681 |
| 1993-08-01 | 171.897989599475 |
| 1993-09-01 | 172.043842001506 |
| 1993-10-01 | 173.856415245054 |
| 1993-11-01 | 174.688282666740 |
| 1993-12-01 | 175.070142957003 |
| 1994-01-01 | 173.148647154598 |
| 1994-02-01 | 174.045911226714 |
| 1994-03-01 | 174.807153783796 |
| 1994-04-01 | 175.756544888412 |
| 1994-05-01 | 176.727742168007 |
| 1994-06-01 | 177.578670863089 |
| 1994-07-01 | 177.963707414895 |
| 1994-08-01 | 178.817528989420 |
| 1994-09-01 | 179.997771835259 |
| 1994-10-01 | 180.440251937722 |
| 1994-11-01 | 180.832435303443 |
| 1994-12-01 | 181.657164404879 |
| 1995-01-01 | 180.812197520524 |
| 1995-02-01 | 182.412484377972 |
| 1995-03-01 | 183.597905518334 |
| 1995-04-01 | 184.459472022283 |
| 1995-05-01 | 184.590776293656 |
| 1995-06-01 | 185.525945707646 |
| 1995-07-01 | 186.416109204119 |
| 1995-08-01 | 187.049886174170 |
| 1995-09-01 | 187.476394551804 |
| 1995-10-01 | 187.650146341490 |
| 1995-11-01 | 188.307992880188 |
| 1995-12-01 | 188.749370510348 |
| 1996-01-01 | 185.955643436042 |
| 1996-02-01 | 188.413992366647 |
| 1996-03-01 | 188.784747447265 |
| 1996-04-01 | 189.067138914949 |
| 1996-05-01 | 189.894503219783 |
| 1996-06-01 | 190.401570734816 |
| 1996-07-01 | 190.895644328965 |
| 1996-08-01 | 191.368271389946 |
| 1996-09-01 | 192.078209614300 |
| 1996-10-01 | 193.405564753672 |
| 1996-11-01 | 194.160165731420 |
| 1996-12-01 | 194.565863637654 |
| 1997-01-01 | 196.532979766458 |
| 1997-02-01 | 197.510874040449 |
| 1997-03-01 | 197.950587862536 |
| 1997-04-01 | 198.290517530247 |
| 1997-05-01 | 198.667963582123 |
| 1997-06-01 | 199.178954963434 |
| 1997-07-01 | 201.865479417649 |
| 1997-08-01 | 202.592786405079 |
| 1997-09-01 | 202.889214338122 |
| 1997-10-01 | 201.848627084418 |
| 1997-11-01 | 202.906192358741 |
| 1997-12-01 | 202.806873148558 |
| 1998-01-01 | 202.451883799151 |
| 1998-02-01 | 202.736585900591 |
| 1998-03-01 | 202.199110607015 |
| 1998-04-01 | 203.985744534670 |
| 1998-05-01 | 203.909955895188 |
| 1998-06-01 | 203.690094567843 |
| 1998-07-01 | 203.485590788004 |
| 1998-08-01 | 202.933456098100 |
| 1998-09-01 | 202.642730738948 |
| 1998-10-01 | 205.199234353526 |
| 1998-11-01 | 205.327036116164 |
| 1998-12-01 | 205.575759396429 |
| 1999-01-01 | 203.033747493161 |
| 1999-02-01 | 206.178397612484 |
| 1999-03-01 | 204.397126609012 |
| 1999-04-01 | 204.512312319111 |
| 1999-05-01 | 204.644385818727 |
| 1999-06-01 | 205.066767291663 |
| 1999-07-01 | 206.120274097022 |
| 1999-08-01 | 207.280506279019 |
| 1999-09-01 | 207.137483320106 |
| 1999-10-01 | 204.930572036662 |
| 1999-11-01 | 205.356025928858 |
| 1999-12-01 | 205.829842029288 |
| 2000-01-01 | 206.609238594457 |
| 2000-02-01 | 207.258450154890 |
| 2000-03-01 | 207.969029266470 |
| 2000-04-01 | 208.157145077227 |
| 2000-05-01 | 208.211655274546 |
| 2000-06-01 | 208.332168417870 |
| 2000-07-01 | 208.418469763558 |
| 2000-08-01 | 209.000977912428 |
| 2000-09-01 | 210.280133888218 |
| 2000-10-01 | 211.636280957144 |
| 2000-11-01 | 211.880421943166 |
| 2000-12-01 | 212.110631340106 |
| 2001-01-01 | 212.192501657128 |
| 2001-02-01 | 213.544380715063 |
| 2001-03-01 | 214.219773615351 |
| 2001-04-01 | 215.162242005899 |
| 2001-05-01 | 215.651633471910 |
| 2001-06-01 | 216.746355049242 |
| 2001-07-01 | 217.361109048400 |
| 2001-08-01 | 218.103602624332 |
| 2001-09-01 | 218.523463163435 |
| 2001-10-01 | 218.681078818365 |
| 2001-11-01 | 219.513464376103 |
| 2001-12-01 | 220.377249463763 |
| 2002-01-01 | 221.006508603154 |
| 2002-02-01 | 221.349710653649 |
| 2002-03-01 | 221.741896554118 |
| 2002-04-01 | 222.193375494945 |
| 2002-05-01 | 223.209902821384 |
| 2002-06-01 | 223.965982536810 |
| 2002-07-01 | 224.420660789550 |
| 2002-08-01 | 225.168832495254 |
| 2002-09-01 | 225.948332898463 |
| 2002-10-01 | 226.326293396983 |
| 2002-11-01 | 226.972922227339 |
| 2002-12-01 | 227.562926876205 |
| 2003-01-01 | 228.143154296840 |
| 2003-02-01 | 228.656089036757 |
| 2003-03-01 | 229.393813369651 |
| 2003-04-01 | 230.041325935611 |
| 2003-05-01 | 230.530595967846 |
| 2003-06-01 | 230.795082477660 |
| 2003-07-01 | 230.808705105116 |
| 2003-08-01 | 231.133536559850 |
| 2003-09-01 | 231.595164559626 |
| 2003-10-01 | 232.264179207757 |
| 2003-11-01 | 232.554512934004 |
| 2003-12-01 | 233.307666726350 |
| 2004-01-01 | 233.693444872192 |
| 2004-02-01 | 234.034022535511 |
| 2004-03-01 | 234.818545707487 |
| 2004-04-01 | 235.342952617365 |
| 2004-05-01 | 236.147226473850 |
| 2004-06-01 | 236.365336019123 |
| 2004-07-01 | 238.747443759893 |
| 2004-08-01 | 238.271556180000 |
| 2004-09-01 | 238.784620628929 |
| 2004-10-01 | 239.907547642609 |
| 2004-11-01 | 240.242727396006 |
| 2004-12-01 | 240.905639722336 |
| 2005-01-01 | 240.553269340904 |
| 2005-02-01 | 241.980263967029 |
| 2005-03-01 | 241.719884585139 |
| 2005-04-01 | 243.296958180396 |
| 2005-05-01 | 243.252211195945 |
| 2005-06-01 | 243.283364434587 |
| 2005-07-01 | 245.202380647118 |
| 2005-08-01 | 245.807332128337 |
| 2005-09-01 | 246.817210931958 |
| 2005-10-01 | 246.744714232290 |
| 2005-11-01 | 247.707502169857 |
| 2005-12-01 | 248.262078602787 |
| 2006-01-01 | 249.006348464540 |
| 2006-02-01 | 249.867795156007 |
| 2006-03-01 | 250.624208805007 |
| 2006-04-01 | 251.299604514161 |
| 2006-05-01 | 252.064336569393 |
| 2006-06-01 | 252.731477991168 |
| 2006-07-01 | 253.375055390871 |
| 2006-08-01 | 254.049620040558 |
| 2006-09-01 | 255.387664261342 |
| 2006-10-01 | 255.491343913644 |
| 2006-11-01 | 256.035086338418 |
| 2006-12-01 | 256.822721557649 |
| 2007-01-01 | 257.335647764337 |
| 2007-02-01 | 257.619470002961 |
| 2007-03-01 | 258.708388508039 |
| 2007-04-01 | 259.200732631009 |
| 2007-05-01 | 260.037278621912 |
| 2007-06-01 | 260.718397048924 |
| 2007-07-01 | 260.822987580391 |
| 2007-08-01 | 261.324875588060 |
| 2007-09-01 | 261.484560794340 |
| 2007-10-01 | 262.109979124907 |
| 2007-11-01 | 262.643165949627 |
| 2007-12-01 | 263.164215343923 |
| 2008-01-01 | 263.840591336809 |
| 2008-02-01 | 264.884187330409 |
| 2008-03-01 | 264.954379110279 |
| 2008-04-01 | 265.879333394781 |
| 2008-05-01 | 266.092643383809 |
| 2008-06-01 | 266.623854311342 |
| 2008-07-01 | 267.643683857478 |
| 2008-08-01 | 268.251723579299 |
| 2008-09-01 | 268.568925904865 |
| 2008-10-01 | 268.923305692202 |
| 2008-11-01 | 269.436671825427 |
| 2008-12-01 | 269.867810297573 |
| 2009-01-01 | 270.961776460891 |
| 2009-02-01 | 271.447690120965 |
| 2009-03-01 | 271.548247158441 |
| 2009-04-01 | 271.563360868298 |
| 2009-05-01 | 272.535145928933 |
| 2009-06-01 | 273.119797943645 |
| 2009-07-01 | 274.124411338106 |
| 2009-08-01 | 274.026478095322 |
| 2009-09-01 | 274.107067236368 |
| 2009-10-01 | 275.243821985178 |
| 2009-11-01 | 275.664263265430 |
| 2009-12-01 | 275.836627156824 |
| 2010-01-01 | 276.794655718857 |
| 2010-02-01 | 275.304744122293 |
| 2010-03-01 | 276.793105789935 |
| 2010-04-01 | 277.131338433814 |
| 2010-05-01 | 278.382655446570 |
| 2010-06-01 | 277.880753497148 |
| 2010-07-01 | 279.250175199867 |
| 2010-08-01 | 280.147443507973 |
| 2010-09-01 | 280.457878813108 |
| 2010-10-01 | 281.825140910243 |
| 2010-11-01 | 282.411076897167 |
| 2010-12-01 | 282.906251699112 |
| 2011-01-01 | 283.053082368296 |
| 2011-02-01 | 283.308110464014 |
| 2011-03-01 | 283.587550009460 |
| 2011-04-01 | 284.317901615599 |
| 2011-05-01 | 284.272299298530 |
| 2011-06-01 | 284.559928914015 |
| 2011-07-01 | 285.517516305332 |
| 2011-08-01 | 286.126248326951 |
| 2011-09-01 | 287.173463568335 |
| 2011-10-01 | 287.249055915868 |
| 2011-11-01 | 287.990056852984 |
| 2011-12-01 | 288.565448074866 |
| 2012-01-01 | 289.325115471933 |
| 2012-02-01 | 289.932281877316 |
| 2012-03-01 | 290.688698007501 |
| 2012-04-01 | 290.660865650767 |
| 2012-05-01 | 291.123712524131 |
| 2012-06-01 | 291.580757370395 |
| 2012-07-01 | 291.594719139707 |
| 2012-08-01 | 291.650256702386 |
| 2012-09-01 | 291.680124095890 |
| 2012-10-01 | 291.704330897520 |
| 2012-11-01 | 291.602790798648 |
| 2012-12-01 | 292.272754127516 |
| 2013-01-01 | 292.143191511461 |
| 2013-02-01 | 292.914868407952 |
| 2013-03-01 | 293.279127706142 |
| 2013-04-01 | 293.782616455411 |
| 2013-05-01 | 293.973311690515 |
| 2013-06-01 | 294.699635741165 |
| 2013-07-01 | 295.351957979506 |
| 2013-08-01 | 296.601419636691 |
| 2013-09-01 | 297.419888208488 |
| 2013-10-01 | 297.453145265302 |
| 2013-11-01 | 298.712068889509 |
| 2013-12-01 | 299.368943124791 |
| 2014-01-01 | 300.545266983111 |
| 2014-02-01 | 300.157038243042 |
| 2014-03-01 | 302.244503723557 |
| 2014-04-01 | 302.403632303418 |
| 2014-05-01 | 303.355992209992 |
| 2014-06-01 | 303.866217123311 |
| 2014-07-01 | 303.976804213511 |
| 2014-08-01 | 303.920148451285 |
| 2014-09-01 | 304.684941203045 |
| 2014-10-01 | 305.164683143737 |
| 2014-11-01 | 306.025063075235 |
| 2014-12-01 | 306.102943239160 |
| 2015-01-01 | 305.653699689078 |
| 2015-02-01 | 306.053953565760 |
| 2015-03-01 | 306.587241084943 |
| 2015-04-01 | 307.761210591251 |
| 2015-05-01 | 309.000928433327 |
| 2015-06-01 | 309.589492051480 |
| 2015-07-01 | 309.996788285876 |
| 2015-08-01 | 310.611197562882 |
| 2015-09-01 | 310.975998013036 |
| 2015-10-01 | 312.740408707110 |
| 2015-11-01 | 313.431125929019 |
| 2015-12-01 | 314.487292018606 |
| 2016-01-01 | 315.678401846624 |
| 2016-02-01 | 316.324818477701 |
| 2016-03-01 | 317.365809121537 |
| 2016-04-01 | 318.323679286147 |
| 2016-05-01 | 318.614187125478 |
| 2016-06-01 | 318.281934562068 |
| 2016-07-01 | 319.826032009375 |
| 2016-08-01 | 320.239005811170 |
| 2016-09-01 | 321.151745692620 |
| 2016-10-01 | 321.586335895579 |
| 2016-11-01 | 322.342884695221 |
| 2016-12-01 | 321.900321982820 |
| 2017-01-01 | 324.268730713562 |
| 2017-02-01 | 324.184969411520 |
| 2017-03-01 | 324.272922222227 |
| 2017-04-01 | 324.791721824922 |
| 2017-05-01 | 325.803719915640 |
| 2017-06-01 | 326.697665429163 |
| 2017-07-01 | 328.351477441056 |
| 2017-08-01 | 329.657774374852 |
| 2017-09-01 | 330.514009645200 |
| 2017-10-01 | 331.522926496594 |
| 2017-11-01 | 332.315229683238 |
| 2017-12-01 | 333.391907706571 |
| 2018-01-01 | 334.918411322878 |
| 2018-02-01 | 336.863709512186 |
| 2018-03-01 | 336.859606752518 |
| 2018-04-01 | 337.758778540976 |
| 2018-05-01 | 338.516269110212 |
| 2018-06-01 | 339.535310925002 |
| 2018-07-01 | 339.874713321106 |
| 2018-08-01 | 340.552763861689 |
| 2018-09-01 | 341.172930707968 |
| 2018-10-01 | 341.531948701321 |
| 2018-11-01 | 341.851688962844 |
| 2018-12-01 | 343.014290627771 |
| 2019-01-01 | 343.192917703616 |
| 2019-02-01 | 343.795977072121 |
| 2019-03-01 | 344.001982558541 |
| 2019-04-01 | 344.438910929392 |
| 2019-05-01 | 344.810142228108 |
| 2019-06-01 | 345.262595286337 |
| 2019-07-01 | 345.344558856681 |
| 2019-08-01 | 346.471356030060 |
| 2019-09-01 | 346.814543782362 |
| 2019-10-01 | 347.481256361010 |
| 2019-11-01 | 348.060836466150 |
| 2019-12-01 | 348.424814968180 |
| 2020-01-01 | 349.124268501099 |
| 2020-02-01 | 349.658723335727 |
| 2020-03-01 | 347.054089946396 |
| 2020-04-01 | 288.096301250489 |
| 2020-05-01 | 306.710753859056 |
| 2020-06-01 | 322.975184624687 |
| 2020-07-01 | 328.556543457742 |
| 2020-08-01 | 332.431587227008 |
| 2020-09-01 | 333.974829830479 |
| 2020-10-01 | 335.979033644495 |
| 2020-11-01 | 336.655661055075 |
| 2020-12-01 | 336.764584227621 |
| 2021-01-01 | 338.505426690968 |
| 2021-02-01 | 339.524571471564 |
| 2021-03-01 | 340.729441557377 |
| 2021-04-01 | 341.647656489490 |
| 2021-05-01 | 341.678617722629 |
| 2021-06-01 | 342.133318433880 |
| 2021-07-01 | 342.574399597001 |
| 2021-08-01 | 342.863456896158 |
| 2021-09-01 | 342.643396658312 |
| 2021-10-01 | 344.561607788649 |
| 2021-11-01 | 344.899516898596 |
| 2021-12-01 | 345.311583499064 |
| 2022-01-01 | 343.621841639509 |
| 2022-02-01 | 345.905072952757 |
| 2022-03-01 | 346.760314834695 |
| 2022-04-01 | 347.581167798855 |
| 2022-05-01 | 349.058525770757 |
| 2022-06-01 | 349.792386192024 |
| 2022-07-01 | 352.195063328508 |
| 2022-08-01 | 353.046033561675 |
| 2022-09-01 | 354.345304552254 |
| 2022-10-01 | 354.749019981153 |
| 2022-11-01 | 355.981335090358 |
| 2022-12-01 | 357.088945837830 |
| 2023-01-01 | 358.748144249159 |
| 2023-02-01 | 360.221335103026 |
| 2023-03-01 | 361.228969499149 |
| 2023-04-01 | 361.825855158599 |
| 2023-05-01 | 362.727687068297 |
| 2023-06-01 | 364.924842318104 |
| 2023-07-01 | 364.618430671477 |
| 2023-08-01 | 365.703807983238 |
| 2023-09-01 | 366.976619704969 |
| 2023-10-01 | 367.660510197125 |
| 2023-11-01 | 368.489028528796 |
| 2023-12-01 | 369.849353371700 |
| 2024-01-01 | 370.526606493673 |
| 2024-02-01 | 371.614260346739 |
| 2024-03-01 | 372.813817521064 |
| 2024-04-01 | 374.044311823392 |
| 2024-05-01 | 375.408992659687 |
| 2024-06-01 | 376.741401459755 |
| 2024-07-01 | 377.590889253249 |
| 2024-08-01 | 378.432230200687 |
| 2024-09-01 | 379.326337488826 |
| 2024-10-01 | 381.062526997784 |
| 2024-11-01 | 382.190219600630 |
| 2024-12-01 | 383.186549079494 |
| 2025-01-01 | 384.212965231365 |
| 2025-02-01 | 384.947554193822 |
| 2025-03-01 | 385.211439780810 |
| 2025-04-01 | 385.940682644544 |
| 2025-05-01 | 386.805237713368 |
| 2025-06-01 | 386.734986700563 |
| 2025-07-01 | 387.340641559896 |
| 2025-08-01 | 388.164350372102 |
| 2025-09-01 | 388.302186709988 |
| 2025-10-01 | 388.459957387281 |
| 2025-11-01 | 388.775394442554 |
| 2025-12-01 | 389.211081586012 |
| 2026-01-01 | 394.185427152846 |
| 2026-02-01 | 392.970725257067 |
| 2026-03-01 | 394.715965917666 |
| 2026-04-01 | 395.113059089922 |
| 2026-05-01 | 394.906002703540 |