Table Data - All Employees: Education and Health Services: Offices of Physicians in Pennsylvania
| Title | All Employees: Education and Health Services: Offices of Physicians in Pennsylvania |
|---|---|
| Series ID | SMU42000006562110001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:38 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 | 59.1576088862 |
| 1990-02-01 | 59.3752965289 |
| 1990-03-01 | 59.7647475664 |
| 1990-04-01 | 60.0397957540 |
| 1990-05-01 | 60.2407656280 |
| 1990-06-01 | 60.5780667040 |
| 1990-07-01 | 60.6997883013 |
| 1990-08-01 | 60.8536236713 |
| 1990-09-01 | 60.9257925591 |
| 1990-10-01 | 61.0320020679 |
| 1990-11-01 | 61.1526288287 |
| 1990-12-01 | 61.4532279290 |
| 1991-01-01 | 62.7804748629 |
| 1991-02-01 | 62.8967510429 |
| 1991-03-01 | 62.9751489453 |
| 1991-04-01 | 63.1302989478 |
| 1991-05-01 | 63.3417842600 |
| 1991-06-01 | 63.4811117688 |
| 1991-07-01 | 63.7000313873 |
| 1991-08-01 | 63.8500389312 |
| 1991-09-01 | 64.0231358128 |
| 1991-10-01 | 64.2182790828 |
| 1991-11-01 | 64.3459010561 |
| 1991-12-01 | 64.6423721551 |
| 1992-01-01 | 65.6015558300 |
| 1992-02-01 | 65.6967800126 |
| 1992-03-01 | 65.6815905842 |
| 1992-04-01 | 66.0167794728 |
| 1992-05-01 | 66.3381466876 |
| 1992-06-01 | 66.4933034514 |
| 1992-07-01 | 66.9110916351 |
| 1992-08-01 | 66.8609178139 |
| 1992-09-01 | 66.8221975045 |
| 1992-10-01 | 67.4118736792 |
| 1992-11-01 | 67.5181028522 |
| 1992-12-01 | 67.5333785728 |
| 1993-01-01 | 67.7098187231 |
| 1993-02-01 | 68.0848026797 |
| 1993-03-01 | 68.3842901053 |
| 1993-04-01 | 68.6117755136 |
| 1993-05-01 | 68.7353724011 |
| 1993-06-01 | 68.7918135345 |
| 1993-07-01 | 69.2359673200 |
| 1993-08-01 | 69.4946294883 |
| 1993-09-01 | 69.6293779800 |
| 1993-10-01 | 69.9174763234 |
| 1993-11-01 | 70.0838317569 |
| 1993-12-01 | 70.2145643971 |
| 1994-01-01 | 69.6042264610 |
| 1994-02-01 | 69.7535156339 |
| 1994-03-01 | 69.9835325807 |
| 1994-04-01 | 70.3055586024 |
| 1994-05-01 | 70.4482486112 |
| 1994-06-01 | 70.5921353951 |
| 1994-07-01 | 70.6535352977 |
| 1994-08-01 | 70.9363831940 |
| 1994-09-01 | 71.3547617999 |
| 1994-10-01 | 71.6433685069 |
| 1994-11-01 | 71.5425085993 |
| 1994-12-01 | 71.7746786902 |
| 1995-01-01 | 71.0830815775 |
| 1995-02-01 | 71.4237954027 |
| 1995-03-01 | 71.6951540707 |
| 1995-04-01 | 71.9143734277 |
| 1995-05-01 | 72.1687276222 |
| 1995-06-01 | 72.3744596079 |
| 1995-07-01 | 72.3629888414 |
| 1995-08-01 | 73.0758527404 |
| 1995-09-01 | 73.5829082927 |
| 1995-10-01 | 73.4775368430 |
| 1995-11-01 | 73.9140491033 |
| 1995-12-01 | 74.0016238430 |
| 1996-01-01 | 74.2564773144 |
| 1996-02-01 | 74.7145837639 |
| 1996-03-01 | 74.6200085018 |
| 1996-04-01 | 74.6404472563 |
| 1996-05-01 | 75.0055216300 |
| 1996-06-01 | 75.3726067858 |
| 1996-07-01 | 75.4338677185 |
| 1996-08-01 | 75.5878551052 |
| 1996-09-01 | 75.9124480816 |
| 1996-10-01 | 76.3110272491 |
| 1996-11-01 | 76.5841588439 |
| 1996-12-01 | 77.0106773249 |
| 1997-01-01 | 77.5306731244 |
| 1997-02-01 | 77.8246843679 |
| 1997-03-01 | 77.9607667998 |
| 1997-04-01 | 78.3932747654 |
| 1997-05-01 | 78.3471286954 |
| 1997-06-01 | 78.5691280795 |
| 1997-07-01 | 80.1826376381 |
| 1997-08-01 | 80.2719539351 |
| 1997-09-01 | 80.3238173504 |
| 1997-10-01 | 79.1166882291 |
| 1997-11-01 | 79.3696597219 |
| 1997-12-01 | 79.4322567880 |
| 1998-01-01 | 79.1166680198 |
| 1998-02-01 | 79.5553979363 |
| 1998-03-01 | 79.5010340181 |
| 1998-04-01 | 79.6393580227 |
| 1998-05-01 | 79.7870409298 |
| 1998-06-01 | 79.7797849465 |
| 1998-07-01 | 79.6380387238 |
| 1998-08-01 | 79.6386671323 |
| 1998-09-01 | 79.7018006298 |
| 1998-10-01 | 81.2146892392 |
| 1998-11-01 | 81.4677434838 |
| 1998-12-01 | 81.7705017057 |
| 1999-01-01 | 80.1257654992 |
| 1999-02-01 | 80.1909518371 |
| 1999-03-01 | 80.6400495099 |
| 1999-04-01 | 80.4920144976 |
| 1999-05-01 | 81.1027760937 |
| 1999-06-01 | 81.4688871750 |
| 1999-07-01 | 82.1095329853 |
| 1999-08-01 | 82.6883707669 |
| 1999-09-01 | 82.6490051043 |
| 1999-10-01 | 81.9095550807 |
| 1999-11-01 | 82.1919086341 |
| 1999-12-01 | 82.1413412601 |
| 2000-01-01 | 82.8533880755 |
| 2000-02-01 | 83.1554586763 |
| 2000-03-01 | 83.3627641303 |
| 2000-04-01 | 83.7341278694 |
| 2000-05-01 | 83.9120439935 |
| 2000-06-01 | 84.2539793197 |
| 2000-07-01 | 84.7930689238 |
| 2000-08-01 | 85.2347114527 |
| 2000-09-01 | 85.9057255221 |
| 2000-10-01 | 86.1128834360 |
| 2000-11-01 | 86.1992440233 |
| 2000-12-01 | 86.4134850355 |
| 2001-01-01 | 86.5765500465 |
| 2001-02-01 | 86.8999291755 |
| 2001-03-01 | 87.2713285632 |
| 2001-04-01 | 87.7785006395 |
| 2001-05-01 | 88.2204157337 |
| 2001-06-01 | 88.8305929200 |
| 2001-07-01 | 88.6881329657 |
| 2001-08-01 | 88.8960563478 |
| 2001-09-01 | 89.1880734531 |
| 2001-10-01 | 89.1037357383 |
| 2001-11-01 | 89.3049577338 |
| 2001-12-01 | 89.7108380819 |
| 2002-01-01 | 89.8849401049 |
| 2002-02-01 | 90.0209202443 |
| 2002-03-01 | 90.0681086362 |
| 2002-04-01 | 89.9877172839 |
| 2002-05-01 | 90.3256836517 |
| 2002-06-01 | 90.5313990599 |
| 2002-07-01 | 90.3886558313 |
| 2002-08-01 | 90.5796244460 |
| 2002-09-01 | 90.8148143709 |
| 2002-10-01 | 90.5944736238 |
| 2002-11-01 | 90.7970182387 |
| 2002-12-01 | 90.9241857464 |
| 2003-01-01 | 90.6692764625 |
| 2003-02-01 | 90.7900971127 |
| 2003-03-01 | 91.2671109764 |
| 2003-04-01 | 91.2968127077 |
| 2003-05-01 | 91.1240023590 |
| 2003-06-01 | 91.1499422901 |
| 2003-07-01 | 90.8974840311 |
| 2003-08-01 | 90.9843085166 |
| 2003-09-01 | 90.8558213250 |
| 2003-10-01 | 90.9756715467 |
| 2003-11-01 | 91.1819966075 |
| 2003-12-01 | 91.1335735310 |
| 2004-01-01 | 91.5442626623 |
| 2004-02-01 | 91.6692622619 |
| 2004-03-01 | 91.7669912770 |
| 2004-04-01 | 91.6878700068 |
| 2004-05-01 | 91.8276334659 |
| 2004-06-01 | 91.9881882728 |
| 2004-07-01 | 92.4866759140 |
| 2004-08-01 | 92.3858760757 |
| 2004-09-01 | 92.5179388887 |
| 2004-10-01 | 92.8422136509 |
| 2004-11-01 | 92.8597509867 |
| 2004-12-01 | 92.9398665141 |
| 2005-01-01 | 93.1034945390 |
| 2005-02-01 | 93.3402840312 |
| 2005-03-01 | 93.0837845682 |
| 2005-04-01 | 93.7930091543 |
| 2005-05-01 | 94.0376546970 |
| 2005-06-01 | 94.2422713048 |
| 2005-07-01 | 94.9586137486 |
| 2005-08-01 | 95.3918032644 |
| 2005-09-01 | 95.7573988282 |
| 2005-10-01 | 96.3952878825 |
| 2005-11-01 | 97.1385523614 |
| 2005-12-01 | 97.3374418262 |
| 2006-01-01 | 97.5712064725 |
| 2006-02-01 | 98.0372410444 |
| 2006-03-01 | 98.3182357814 |
| 2006-04-01 | 99.0057549714 |
| 2006-05-01 | 99.5428295393 |
| 2006-06-01 | 99.9984692023 |
| 2006-07-01 | 100.2161942546 |
| 2006-08-01 | 100.8941419770 |
| 2006-09-01 | 101.4898526994 |
| 2006-10-01 | 101.6598592447 |
| 2006-11-01 | 102.0250136172 |
| 2006-12-01 | 102.4346389557 |
| 2007-01-01 | 102.7345390769 |
| 2007-02-01 | 102.9328089290 |
| 2007-03-01 | 103.2336935491 |
| 2007-04-01 | 103.5298921655 |
| 2007-05-01 | 103.7334865069 |
| 2007-06-01 | 104.0381330061 |
| 2007-07-01 | 103.7056656147 |
| 2007-08-01 | 104.0121431828 |
| 2007-09-01 | 103.9861162309 |
| 2007-10-01 | 104.1535608201 |
| 2007-11-01 | 104.3216465279 |
| 2007-12-01 | 104.5638478919 |
| 2008-01-01 | 104.8028061841 |
| 2008-02-01 | 105.4215633137 |
| 2008-03-01 | 105.2025251299 |
| 2008-04-01 | 105.4335758726 |
| 2008-05-01 | 105.6232591775 |
| 2008-06-01 | 105.8532021419 |
| 2008-07-01 | 106.3250471014 |
| 2008-08-01 | 106.4215604644 |
| 2008-09-01 | 106.8922215919 |
| 2008-10-01 | 106.9585806827 |
| 2008-11-01 | 107.1072695605 |
| 2008-12-01 | 107.2033258666 |
| 2009-01-01 | 107.4878127576 |
| 2009-02-01 | 107.9032066850 |
| 2009-03-01 | 107.7575047410 |
| 2009-04-01 | 107.7426491831 |
| 2009-05-01 | 107.9204677254 |
| 2009-06-01 | 107.8439938300 |
| 2009-07-01 | 108.0564037689 |
| 2009-08-01 | 107.9439083698 |
| 2009-09-01 | 107.8708062910 |
| 2009-10-01 | 108.1686891759 |
| 2009-11-01 | 108.1927214691 |
| 2009-12-01 | 108.2583649083 |
| 2010-01-01 | 108.3098301280 |
| 2010-02-01 | 108.1770736704 |
| 2010-03-01 | 108.3043842615 |
| 2010-04-01 | 108.3371468955 |
| 2010-05-01 | 108.4069353422 |
| 2010-06-01 | 108.4041823655 |
| 2010-07-01 | 108.5106155038 |
| 2010-08-01 | 108.7580567386 |
| 2010-09-01 | 108.5416520745 |
| 2010-10-01 | 108.9889891214 |
| 2010-11-01 | 109.0794328707 |
| 2010-12-01 | 109.0873847412 |
| 2011-01-01 | 109.2733898535 |
| 2011-02-01 | 109.2750032032 |
| 2011-03-01 | 109.0658146854 |
| 2011-04-01 | 108.9318432842 |
| 2011-05-01 | 108.6716652885 |
| 2011-06-01 | 108.4274010067 |
| 2011-07-01 | 108.5701485460 |
| 2011-08-01 | 108.7836486907 |
| 2011-09-01 | 108.4987759444 |
| 2011-10-01 | 108.5192718233 |
| 2011-11-01 | 108.5779533783 |
| 2011-12-01 | 108.6135217098 |
| 2012-01-01 | 108.7505516651 |
| 2012-02-01 | 108.8644826630 |
| 2012-03-01 | 109.0458678805 |
| 2012-04-01 | 109.2268199263 |
| 2012-05-01 | 109.4163622566 |
| 2012-06-01 | 109.7336770376 |
| 2012-07-01 | 109.8331217768 |
| 2012-08-01 | 109.7020030205 |
| 2012-09-01 | 109.9709355275 |
| 2012-10-01 | 109.9498381457 |
| 2012-11-01 | 109.9716143660 |
| 2012-12-01 | 109.9227836745 |
| 2013-01-01 | 109.8197407097 |
| 2013-02-01 | 109.9600095385 |
| 2013-03-01 | 110.0418749879 |
| 2013-04-01 | 110.2251446547 |
| 2013-05-01 | 109.9576864401 |
| 2013-06-01 | 109.9596405052 |
| 2013-07-01 | 109.7825978812 |
| 2013-08-01 | 110.0414864135 |
| 2013-09-01 | 110.1433112450 |
| 2013-10-01 | 109.8681333475 |
| 2013-11-01 | 109.9745609758 |
| 2013-12-01 | 110.1423430788 |
| 2014-01-01 | 109.9480835645 |
| 2014-02-01 | 109.9284935002 |
| 2014-03-01 | 110.3456704795 |
| 2014-04-01 | 110.0178710142 |
| 2014-05-01 | 110.2144685248 |
| 2014-06-01 | 110.2404127701 |
| 2014-07-01 | 110.1374592218 |
| 2014-08-01 | 109.6638822840 |
| 2014-09-01 | 109.7300528154 |
| 2014-10-01 | 109.7690440011 |
| 2014-11-01 | 109.7766534734 |
| 2014-12-01 | 109.8601471103 |
| 2015-01-01 | 109.8229328076 |
| 2015-02-01 | 109.9900512825 |
| 2015-03-01 | 109.9507565957 |
| 2015-04-01 | 110.1120625586 |
| 2015-05-01 | 110.5978890054 |
| 2015-06-01 | 110.7745168625 |
| 2015-07-01 | 110.6818349279 |
| 2015-08-01 | 110.8918326521 |
| 2015-09-01 | 111.0252982244 |
| 2015-10-01 | 111.3380594056 |
| 2015-11-01 | 111.6702386146 |
| 2015-12-01 | 111.6642911314 |
| 2016-01-01 | 111.8727434074 |
| 2016-02-01 | 112.0338225660 |
| 2016-03-01 | 112.2751706377 |
| 2016-04-01 | 112.7083187113 |
| 2016-05-01 | 112.6168623779 |
| 2016-06-01 | 112.7419498731 |
| 2016-07-01 | 112.9324707792 |
| 2016-08-01 | 113.2075277361 |
| 2016-09-01 | 113.4267475078 |
| 2016-10-01 | 113.4877484377 |
| 2016-11-01 | 113.5481767702 |
| 2016-12-01 | 113.4590734871 |
| 2017-01-01 | 114.1157611899 |
| 2017-02-01 | 114.0819666122 |
| 2017-03-01 | 114.5994595131 |
| 2017-04-01 | 114.2985153932 |
| 2017-05-01 | 114.4635058175 |
| 2017-06-01 | 114.7177670830 |
| 2017-07-01 | 115.1742785058 |
| 2017-08-01 | 115.6323138296 |
| 2017-09-01 | 115.7050072254 |
| 2017-10-01 | 115.9328279492 |
| 2017-11-01 | 116.1351136406 |
| 2017-12-01 | 116.3338298616 |
| 2018-01-01 | 116.8776080891 |
| 2018-02-01 | 117.2439531469 |
| 2018-03-01 | 117.2154475227 |
| 2018-04-01 | 117.4822879823 |
| 2018-05-01 | 117.7248006144 |
| 2018-06-01 | 117.7769106821 |
| 2018-07-01 | 118.0197244549 |
| 2018-08-01 | 118.0499747614 |
| 2018-09-01 | 118.4845515992 |
| 2018-10-01 | 118.7815557213 |
| 2018-11-01 | 119.0206709236 |
| 2018-12-01 | 119.2900469229 |
| 2019-01-01 | 119.3680778569 |
| 2019-02-01 | 119.6408007036 |
| 2019-03-01 | 119.8024454275 |
| 2019-04-01 | 120.0864228897 |
| 2019-05-01 | 120.1618721623 |
| 2019-06-01 | 120.3111303598 |
| 2019-07-01 | 120.3347876207 |
| 2019-08-01 | 120.3896804380 |
| 2019-09-01 | 120.4523586027 |
| 2019-10-01 | 120.7669981536 |
| 2019-11-01 | 120.9243669063 |
| 2019-12-01 | 120.9302597103 |
| 2020-01-01 | 120.9932841275 |
| 2020-02-01 | 121.1442311161 |
| 2020-03-01 | 121.1578939659 |
| 2020-04-01 | 108.1694435211 |
| 2020-05-01 | 112.6706688474 |
| 2020-06-01 | 116.0930885708 |
| 2020-07-01 | 117.0349519906 |
| 2020-08-01 | 117.8460595404 |
| 2020-09-01 | 118.2417663645 |
| 2020-10-01 | 118.4870098360 |
| 2020-11-01 | 118.8354003810 |
| 2020-12-01 | 118.9914549720 |
| 2021-01-01 | 120.0242081345 |
| 2021-02-01 | 120.4571133854 |
| 2021-03-01 | 120.7902175878 |
| 2021-04-01 | 121.3227818516 |
| 2021-05-01 | 121.2810160922 |
| 2021-06-01 | 121.4664452179 |
| 2021-07-01 | 121.4197954525 |
| 2021-08-01 | 121.6043870796 |
| 2021-09-01 | 121.5259992805 |
| 2021-10-01 | 122.2295849852 |
| 2021-11-01 | 122.5493219275 |
| 2021-12-01 | 122.3487969411 |
| 2022-01-01 | 122.0415077535 |
| 2022-02-01 | 122.3608609997 |
| 2022-03-01 | 122.9191118341 |
| 2022-04-01 | 122.9298195439 |
| 2022-05-01 | 123.5712575161 |
| 2022-06-01 | 123.7366813052 |
| 2022-07-01 | 124.4018639460 |
| 2022-08-01 | 124.6630283104 |
| 2022-09-01 | 125.2458445180 |
| 2022-10-01 | 125.2839545701 |
| 2022-11-01 | 125.8420049853 |
| 2022-12-01 | 126.5377644712 |
| 2023-01-01 | 126.7356655455 |
| 2023-02-01 | 127.3614676796 |
| 2023-03-01 | 127.9740575756 |
| 2023-04-01 | 127.7320300923 |
| 2023-05-01 | 128.0452314302 |
| 2023-06-01 | 128.8231282464 |
| 2023-07-01 | 128.8698315467 |
| 2023-08-01 | 129.1215969148 |
| 2023-09-01 | 129.4805757816 |
| 2023-10-01 | 129.6457211358 |
| 2023-11-01 | 129.7299555694 |
| 2023-12-01 | 129.9536751723 |
| 2024-01-01 | 129.9093538063 |
| 2024-02-01 | 129.9326488620 |
| 2024-03-01 | 130.1473993700 |
| 2024-04-01 | 130.3035142532 |
| 2024-05-01 | 130.4318303400 |
| 2024-06-01 | 130.5099304031 |
| 2024-07-01 | 130.4468789524 |
| 2024-08-01 | 130.3654293670 |
| 2024-09-01 | 130.4407506014 |
| 2024-10-01 | 130.5871279780 |
| 2024-11-01 | 130.6065549027 |
| 2024-12-01 | 130.6951177796 |
| 2025-01-01 | 130.9689630597 |
| 2025-02-01 | 131.0049506963 |
| 2025-03-01 | 131.0550706478 |
| 2025-04-01 | 130.8601160624 |
| 2025-05-01 | 130.8224880827 |
| 2025-06-01 | 130.4069210692 |
| 2025-07-01 | 130.0286872067 |
| 2025-08-01 | 130.4821680345 |
| 2025-09-01 | 130.4954086745 |
| 2025-10-01 | 130.4078284509 |
| 2025-11-01 | 130.8981826236 |
| 2025-12-01 | 130.7413490655 |
| 2026-01-01 | 131.6263227068 |
| 2026-02-01 | 131.3797904774 |
| 2026-03-01 | 131.3681838233 |
| 2026-04-01 | 132.0179071261 |
| 2026-05-01 | 131.7212159350 |
| 2026-06-01 | 132.8141422976 |
| 2026-07-01 | 134.0217280269 |
| 2026-08-01 | 133.3883367563 |
| 2026-09-01 | 133.8442506380 |