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 2026-07-01 |
| Last Updated | 2026-08-21 6:45 PM 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 | 141.102407097915 |
| 1990-02-01 | 141.654889550326 |
| 1990-03-01 | 142.665898104731 |
| 1990-04-01 | 142.906260175194 |
| 1990-05-01 | 143.365182901364 |
| 1990-06-01 | 144.455482796951 |
| 1990-07-01 | 145.293744613995 |
| 1990-08-01 | 145.906212292772 |
| 1990-09-01 | 146.536390465626 |
| 1990-10-01 | 146.867287647671 |
| 1990-11-01 | 147.271679619816 |
| 1990-12-01 | 147.898007049679 |
| 1991-01-01 | 148.539159396111 |
| 1991-02-01 | 149.110010520293 |
| 1991-03-01 | 149.733522263855 |
| 1991-04-01 | 149.886966875451 |
| 1991-05-01 | 150.546025509140 |
| 1991-06-01 | 151.331147038090 |
| 1991-07-01 | 151.588724287885 |
| 1991-08-01 | 152.595982537787 |
| 1991-09-01 | 153.125225956694 |
| 1991-10-01 | 153.735752674155 |
| 1991-11-01 | 154.760252796664 |
| 1991-12-01 | 155.465836933082 |
| 1992-01-01 | 156.169115621732 |
| 1992-02-01 | 156.974004652403 |
| 1992-03-01 | 157.636801737930 |
| 1992-04-01 | 158.640179954207 |
| 1992-05-01 | 159.909684233835 |
| 1992-06-01 | 160.315143007355 |
| 1992-07-01 | 161.593175093400 |
| 1992-08-01 | 162.082893328519 |
| 1992-09-01 | 162.224505398653 |
| 1992-10-01 | 164.398127169713 |
| 1992-11-01 | 164.418552718215 |
| 1992-12-01 | 164.785568344761 |
| 1993-01-01 | 166.522097197605 |
| 1993-02-01 | 167.381187682678 |
| 1993-03-01 | 167.850784767512 |
| 1993-04-01 | 169.100469809563 |
| 1993-05-01 | 169.452701260740 |
| 1993-06-01 | 169.398059297767 |
| 1993-07-01 | 171.407099071212 |
| 1993-08-01 | 171.898396650065 |
| 1993-09-01 | 172.044461148395 |
| 1993-10-01 | 173.857048789539 |
| 1993-11-01 | 174.689274542124 |
| 1993-12-01 | 175.072196897927 |
| 1994-01-01 | 173.147278466624 |
| 1994-02-01 | 174.043991896763 |
| 1994-03-01 | 174.806547102368 |
| 1994-04-01 | 175.755968237994 |
| 1994-05-01 | 176.727258916495 |
| 1994-06-01 | 177.578287434698 |
| 1994-07-01 | 177.964114339325 |
| 1994-08-01 | 178.818193321541 |
| 1994-09-01 | 179.998554481540 |
| 1994-10-01 | 180.440835847585 |
| 1994-11-01 | 180.833460796417 |
| 1994-12-01 | 181.659303935082 |
| 1995-01-01 | 180.810918373863 |
| 1995-02-01 | 182.410369138908 |
| 1995-03-01 | 183.597141780093 |
| 1995-04-01 | 184.458748368851 |
| 1995-05-01 | 184.590112247382 |
| 1995-06-01 | 185.525259798087 |
| 1995-07-01 | 186.417015427539 |
| 1995-08-01 | 187.050817187633 |
| 1995-09-01 | 187.477258235565 |
| 1995-10-01 | 187.650628960921 |
| 1995-11-01 | 188.308907727619 |
| 1995-12-01 | 188.751136010744 |
| 1996-01-01 | 185.954820931953 |
| 1996-02-01 | 188.412055499420 |
| 1996-03-01 | 188.783861807370 |
| 1996-04-01 | 189.066289094509 |
| 1996-05-01 | 189.893688081810 |
| 1996-06-01 | 190.400582546569 |
| 1996-07-01 | 190.897066538329 |
| 1996-08-01 | 191.369370391489 |
| 1996-09-01 | 192.079350375196 |
| 1996-10-01 | 193.405693538737 |
| 1996-11-01 | 194.160688394767 |
| 1996-12-01 | 194.566964604951 |
| 1997-01-01 | 196.532790945635 |
| 1997-02-01 | 197.509428126934 |
| 1997-03-01 | 197.949514132390 |
| 1997-04-01 | 198.289579551155 |
| 1997-05-01 | 198.667134248104 |
| 1997-06-01 | 199.177936592253 |
| 1997-07-01 | 201.867187984356 |
| 1997-08-01 | 202.593938452334 |
| 1997-09-01 | 202.890632956725 |
| 1997-10-01 | 201.848322534064 |
| 1997-11-01 | 202.906297410273 |
| 1997-12-01 | 202.807259814835 |
| 1998-01-01 | 202.452250704080 |
| 1998-02-01 | 202.735788944137 |
| 1998-03-01 | 202.197989581469 |
| 1998-04-01 | 203.984842136033 |
| 1998-05-01 | 203.909187073456 |
| 1998-06-01 | 203.689109725524 |
| 1998-07-01 | 203.487409998684 |
| 1998-08-01 | 202.934520699281 |
| 1998-09-01 | 202.644332692215 |
| 1998-10-01 | 205.198433364190 |
| 1998-11-01 | 205.326807911901 |
| 1998-12-01 | 205.575694546695 |
| 1999-01-01 | 203.034192836600 |
| 1999-02-01 | 206.178106702038 |
| 1999-03-01 | 204.396126698234 |
| 1999-04-01 | 204.511609128626 |
| 1999-05-01 | 204.643860427485 |
| 1999-06-01 | 205.066168879222 |
| 1999-07-01 | 206.121801335757 |
| 1999-08-01 | 207.281352325624 |
| 1999-09-01 | 207.138948328008 |
| 1999-10-01 | 204.929601536057 |
| 1999-11-01 | 205.355666574947 |
| 1999-12-01 | 205.829529692147 |
| 2000-01-01 | 206.609595731434 |
| 2000-02-01 | 207.258390606858 |
| 2000-03-01 | 207.968288638746 |
| 2000-04-01 | 208.156679498347 |
| 2000-05-01 | 208.211376615107 |
| 2000-06-01 | 208.331974964928 |
| 2000-07-01 | 208.419590077831 |
| 2000-08-01 | 209.001544017472 |
| 2000-09-01 | 210.281460825464 |
| 2000-10-01 | 211.635143700408 |
| 2000-11-01 | 211.879949067435 |
| 2000-12-01 | 212.110281674064 |
| 2001-01-01 | 212.192740093674 |
| 2001-02-01 | 213.544365899522 |
| 2001-03-01 | 214.219349857307 |
| 2001-04-01 | 215.162031632385 |
| 2001-05-01 | 215.651580389227 |
| 2001-06-01 | 216.746523740211 |
| 2001-07-01 | 217.361757176943 |
| 2001-08-01 | 218.103911129747 |
| 2001-09-01 | 218.524365756237 |
| 2001-10-01 | 218.680077576267 |
| 2001-11-01 | 219.513069972804 |
| 2001-12-01 | 220.376971150784 |
| 2002-01-01 | 221.006659221849 |
| 2002-02-01 | 221.349714875011 |
| 2002-03-01 | 221.741742459647 |
| 2002-04-01 | 222.193342851517 |
| 2002-05-01 | 223.209907268960 |
| 2002-06-01 | 223.966144347976 |
| 2002-07-01 | 224.421081222655 |
| 2002-08-01 | 225.169017292740 |
| 2002-09-01 | 225.948824209979 |
| 2002-10-01 | 226.325514838659 |
| 2002-11-01 | 226.972690688715 |
| 2002-12-01 | 227.562776214145 |
| 2003-01-01 | 228.143175510632 |
| 2003-02-01 | 228.656084542576 |
| 2003-03-01 | 229.393859214134 |
| 2003-04-01 | 230.041388847895 |
| 2003-05-01 | 230.530616442784 |
| 2003-06-01 | 230.795184071455 |
| 2003-07-01 | 230.808905605888 |
| 2003-08-01 | 231.133630046875 |
| 2003-09-01 | 231.595225715041 |
| 2003-10-01 | 232.263828269865 |
| 2003-11-01 | 232.554438099020 |
| 2003-12-01 | 233.307592448642 |
| 2004-01-01 | 233.693460347344 |
| 2004-02-01 | 234.034043677011 |
| 2004-03-01 | 234.818586344212 |
| 2004-04-01 | 235.342991452356 |
| 2004-05-01 | 236.147237675841 |
| 2004-06-01 | 236.365389646758 |
| 2004-07-01 | 238.747500398275 |
| 2004-08-01 | 238.271588291761 |
| 2004-09-01 | 238.784648159545 |
| 2004-10-01 | 239.907375385885 |
| 2004-11-01 | 240.242699318442 |
| 2004-12-01 | 240.905622648055 |
| 2005-01-01 | 240.553272344766 |
| 2005-02-01 | 241.980285704612 |
| 2005-03-01 | 241.719911847123 |
| 2005-04-01 | 243.296976709280 |
| 2005-05-01 | 243.252214510242 |
| 2005-06-01 | 243.283383688050 |
| 2005-07-01 | 245.202394361416 |
| 2005-08-01 | 245.807323954674 |
| 2005-09-01 | 246.817221721616 |
| 2005-10-01 | 246.744661475069 |
| 2005-11-01 | 247.707488964346 |
| 2005-12-01 | 248.262076989336 |
| 2006-01-01 | 249.006355100106 |
| 2006-02-01 | 249.867804886153 |
| 2006-03-01 | 250.624217686821 |
| 2006-04-01 | 251.299608726226 |
| 2006-05-01 | 252.064332083430 |
| 2006-06-01 | 252.731486276725 |
| 2006-07-01 | 253.375060599677 |
| 2006-08-01 | 254.049614470116 |
| 2006-09-01 | 255.387685937744 |
| 2006-10-01 | 255.491314349104 |
| 2006-11-01 | 256.035081649829 |
| 2006-12-01 | 256.822719756803 |
| 2007-01-01 | 257.335647628359 |
| 2007-02-01 | 257.619471261176 |
| 2007-03-01 | 258.708391917947 |
| 2007-04-01 | 259.200734837804 |
| 2007-05-01 | 260.037276026913 |
| 2007-06-01 | 260.718401532499 |
| 2007-07-01 | 260.822989382521 |
| 2007-08-01 | 261.324871647660 |
| 2007-09-01 | 261.484581691080 |
| 2007-10-01 | 262.109963430790 |
| 2007-11-01 | 262.643162852951 |
| 2007-12-01 | 263.164213332553 |
| 2008-01-01 | 263.840589864684 |
| 2008-02-01 | 264.884186492750 |
| 2008-03-01 | 264.954380320872 |
| 2008-04-01 | 265.879334990871 |
| 2008-05-01 | 266.092643003756 |
| 2008-06-01 | 266.623853850448 |
| 2008-07-01 | 267.643683696149 |
| 2008-08-01 | 268.251721937389 |
| 2008-09-01 | 268.568939156963 |
| 2008-10-01 | 268.923301649011 |
| 2008-11-01 | 269.436668177845 |
| 2008-12-01 | 269.867807978498 |
| 2009-01-01 | 270.961775576014 |
| 2009-02-01 | 271.447689883524 |
| 2009-03-01 | 271.548247708189 |
| 2009-04-01 | 271.563362323033 |
| 2009-05-01 | 272.535146890742 |
| 2009-06-01 | 273.119794284536 |
| 2009-07-01 | 274.124412044690 |
| 2009-08-01 | 274.026477858716 |
| 2009-09-01 | 274.107073109096 |
| 2009-10-01 | 275.243819785204 |
| 2009-11-01 | 275.664261243632 |
| 2009-12-01 | 275.836626290469 |
| 2010-01-01 | 276.794655058587 |
| 2010-02-01 | 275.304745470125 |
| 2010-03-01 | 276.793107147045 |
| 2010-04-01 | 277.131340372880 |
| 2010-05-01 | 278.382656440934 |
| 2010-06-01 | 277.880747306147 |
| 2010-07-01 | 279.250176418285 |
| 2010-08-01 | 280.147445364136 |
| 2010-09-01 | 280.457882270089 |
| 2010-10-01 | 281.825132041724 |
| 2010-11-01 | 282.411077754316 |
| 2010-12-01 | 282.906252819763 |
| 2011-01-01 | 283.053081406325 |
| 2011-02-01 | 283.308114794997 |
| 2011-03-01 | 283.587557074379 |
| 2011-04-01 | 284.317901580363 |
| 2011-05-01 | 284.272297080247 |
| 2011-06-01 | 284.559920121301 |
| 2011-07-01 | 285.517517526955 |
| 2011-08-01 | 286.126246515386 |
| 2011-09-01 | 287.173471445464 |
| 2011-10-01 | 287.249041121289 |
| 2011-11-01 | 287.990060078731 |
| 2011-12-01 | 288.565449769973 |
| 2012-01-01 | 289.325123434939 |
| 2012-02-01 | 289.932289334997 |
| 2012-03-01 | 290.688709336871 |
| 2012-04-01 | 290.660860069160 |
| 2012-05-01 | 291.123705208792 |
| 2012-06-01 | 291.580741899003 |
| 2012-07-01 | 291.594710511695 |
| 2012-08-01 | 291.650234992836 |
| 2012-09-01 | 291.680183678038 |
| 2012-10-01 | 291.704295909890 |
| 2012-11-01 | 291.602791030653 |
| 2012-12-01 | 292.272759050020 |
| 2013-01-01 | 292.143214295715 |
| 2013-02-01 | 292.914878398297 |
| 2013-03-01 | 293.279142324964 |
| 2013-04-01 | 293.782605585565 |
| 2013-05-01 | 293.973300446932 |
| 2013-06-01 | 294.699597251494 |
| 2013-07-01 | 295.351939882227 |
| 2013-08-01 | 296.601378412183 |
| 2013-09-01 | 297.420002435971 |
| 2013-10-01 | 297.453096414946 |
| 2013-11-01 | 298.712055137453 |
| 2013-12-01 | 299.368980560285 |
| 2014-01-01 | 300.545317334795 |
| 2014-02-01 | 300.157030734353 |
| 2014-03-01 | 302.244497600454 |
| 2014-04-01 | 302.403602402053 |
| 2014-05-01 | 303.355972347860 |
| 2014-06-01 | 303.866161172131 |
| 2014-07-01 | 303.976793329048 |
| 2014-08-01 | 303.920109328056 |
| 2014-09-01 | 304.685120164233 |
| 2014-10-01 | 305.164622880920 |
| 2014-11-01 | 306.025040242577 |
| 2014-12-01 | 306.103021626252 |
| 2015-01-01 | 305.653750447413 |
| 2015-02-01 | 306.053948239095 |
| 2015-03-01 | 306.587186569867 |
| 2015-04-01 | 307.761141171651 |
| 2015-05-01 | 309.000884165009 |
| 2015-06-01 | 309.589406604226 |
| 2015-07-01 | 309.996774791083 |
| 2015-08-01 | 310.611142298742 |
| 2015-09-01 | 310.976177713503 |
| 2015-10-01 | 312.740403363156 |
| 2015-11-01 | 313.431195592045 |
| 2015-12-01 | 314.487550966312 |
| 2016-01-01 | 315.678502603808 |
| 2016-02-01 | 316.324783552293 |
| 2016-03-01 | 317.365647603149 |
| 2016-04-01 | 318.323490730343 |
| 2016-05-01 | 318.613962793928 |
| 2016-06-01 | 318.281571970456 |
| 2016-07-01 | 319.826483406338 |
| 2016-08-01 | 320.238609307922 |
| 2016-09-01 | 321.151732995520 |
| 2016-10-01 | 321.586451809633 |
| 2016-11-01 | 322.343221234487 |
| 2016-12-01 | 321.900976090593 |
| 2017-01-01 | 324.269273478207 |
| 2017-02-01 | 324.185250339541 |
| 2017-03-01 | 324.272466698951 |
| 2017-04-01 | 324.790587665221 |
| 2017-05-01 | 325.805175705797 |
| 2017-06-01 | 326.694518834324 |
| 2017-07-01 | 328.352719020524 |
| 2017-08-01 | 329.656564736498 |
| 2017-09-01 | 330.514200770501 |
| 2017-10-01 | 331.522650389980 |
| 2017-11-01 | 332.315353304842 |
| 2017-12-01 | 333.396016320645 |
| 2018-01-01 | 334.918965245790 |
| 2018-02-01 | 336.864348274781 |
| 2018-03-01 | 336.859131378431 |
| 2018-04-01 | 337.756548422578 |
| 2018-05-01 | 338.518792861986 |
| 2018-06-01 | 339.528276676843 |
| 2018-07-01 | 339.876130412828 |
| 2018-08-01 | 340.550394921608 |
| 2018-09-01 | 341.173572048009 |
| 2018-10-01 | 341.531591201263 |
| 2018-11-01 | 341.851695480514 |
| 2018-12-01 | 343.022269128543 |
| 2019-01-01 | 343.194698632069 |
| 2019-02-01 | 343.797217777482 |
| 2019-03-01 | 344.001753891584 |
| 2019-04-01 | 344.436664429788 |
| 2019-05-01 | 344.816029448417 |
| 2019-06-01 | 345.244046584210 |
| 2019-07-01 | 345.345902836804 |
| 2019-08-01 | 346.469605448201 |
| 2019-09-01 | 346.816352904487 |
| 2019-10-01 | 347.480973981191 |
| 2019-11-01 | 348.061123205669 |
| 2019-12-01 | 348.437072830851 |
| 2020-01-01 | 349.127296188240 |
| 2020-02-01 | 349.660549099940 |
| 2020-03-01 | 347.054724187208 |
| 2020-04-01 | 288.095487437278 |
| 2020-05-01 | 306.717483354692 |
| 2020-06-01 | 322.945189573584 |
| 2020-07-01 | 328.557789509767 |
| 2020-08-01 | 332.431578848005 |
| 2020-09-01 | 333.978265932611 |
| 2020-10-01 | 335.980629946558 |
| 2020-11-01 | 336.657829994233 |
| 2020-12-01 | 336.777819897764 |
| 2021-01-01 | 338.509701975237 |
| 2021-02-01 | 339.526194575399 |
| 2021-03-01 | 340.729486971291 |
| 2021-04-01 | 341.646419402785 |
| 2021-05-01 | 341.686956166133 |
| 2021-06-01 | 342.088343596324 |
| 2021-07-01 | 342.576313049916 |
| 2021-08-01 | 342.867633296923 |
| 2021-09-01 | 342.650249209071 |
| 2021-10-01 | 344.567754113904 |
| 2021-11-01 | 344.905463865743 |
| 2021-12-01 | 345.327179882106 |
| 2022-01-01 | 343.625821488172 |
| 2022-02-01 | 345.903670443882 |
| 2022-03-01 | 346.755302988526 |
| 2022-04-01 | 347.574726241104 |
| 2022-05-01 | 349.066918565042 |
| 2022-06-01 | 349.734272054879 |
| 2022-07-01 | 352.200472550199 |
| 2022-08-01 | 353.058152548666 |
| 2022-09-01 | 354.357524580217 |
| 2022-10-01 | 354.763107793140 |
| 2022-11-01 | 355.997812154245 |
| 2022-12-01 | 357.112894637521 |
| 2023-01-01 | 358.740630785162 |
| 2023-02-01 | 360.216539076942 |
| 2023-03-01 | 361.217381353879 |
| 2023-04-01 | 361.803951870289 |
| 2023-05-01 | 362.722826741670 |
| 2023-06-01 | 364.847900209071 |
| 2023-07-01 | 364.648654769150 |
| 2023-08-01 | 365.732852062529 |
| 2023-09-01 | 366.988795504486 |
| 2023-10-01 | 367.686772715966 |
| 2023-11-01 | 368.521278786341 |
| 2023-12-01 | 369.882584020609 |
| 2024-01-01 | 370.506575706120 |
| 2024-02-01 | 371.602003991997 |
| 2024-03-01 | 372.786184686696 |
| 2024-04-01 | 373.996542008900 |
| 2024-05-01 | 375.400552902881 |
| 2024-06-01 | 376.640787009015 |
| 2024-07-01 | 377.658728308760 |
| 2024-08-01 | 378.479819103068 |
| 2024-09-01 | 379.335989719796 |
| 2024-10-01 | 381.100883489915 |
| 2024-11-01 | 382.240433373745 |
| 2024-12-01 | 383.231204920370 |
| 2025-01-01 | 384.176278268047 |
| 2025-02-01 | 384.927865631266 |
| 2025-03-01 | 385.166627523469 |
| 2025-04-01 | 385.862372543142 |
| 2025-05-01 | 386.790922685878 |
| 2025-06-01 | 386.615520387357 |
| 2025-07-01 | 387.453557601539 |
| 2025-08-01 | 388.229268358388 |
| 2025-09-01 | 388.305690915300 |
| 2025-10-01 | 388.508325178296 |
| 2025-11-01 | 388.838362336879 |
| 2025-12-01 | 389.261861861900 |
| 2026-01-01 | 394.139072526224 |
| 2026-02-01 | 392.940436353915 |
| 2026-03-01 | 394.649479273580 |
| 2026-04-01 | 395.006658700876 |
| 2026-05-01 | 393.901216317415 |
| 2026-06-01 | 395.905610353443 |
| 2026-07-01 | 395.337939432614 |