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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 59.1595753623633 |
| 1990-02-01 | 59.3764523631304 |
| 1990-03-01 | 59.7658355793735 |
| 1990-04-01 | 60.0403407166959 |
| 1990-05-01 | 60.2410204570519 |
| 1990-06-01 | 60.5779061343232 |
| 1990-07-01 | 60.6995511993526 |
| 1990-08-01 | 60.8531204233830 |
| 1990-09-01 | 60.9251116126017 |
| 1990-10-01 | 61.0311284798720 |
| 1990-11-01 | 61.1514007243460 |
| 1990-12-01 | 61.4518173463673 |
| 1991-01-01 | 62.7825894467697 |
| 1991-02-01 | 62.8979322555103 |
| 1991-03-01 | 62.9762617577525 |
| 1991-04-01 | 63.1308766470439 |
| 1991-05-01 | 63.3420526004835 |
| 1991-06-01 | 63.4809174455012 |
| 1991-07-01 | 63.6997919540792 |
| 1991-08-01 | 63.8495197958585 |
| 1991-09-01 | 64.0224209435932 |
| 1991-10-01 | 64.2175013700640 |
| 1991-11-01 | 64.3446059047182 |
| 1991-12-01 | 64.6408330165458 |
| 1992-01-01 | 65.6038135543663 |
| 1992-02-01 | 65.6979482652365 |
| 1992-03-01 | 65.6826739179665 |
| 1992-04-01 | 66.0173454317221 |
| 1992-05-01 | 66.3383901390701 |
| 1992-06-01 | 66.4930365953777 |
| 1992-07-01 | 66.9108968619798 |
| 1992-08-01 | 66.8604151871793 |
| 1992-09-01 | 66.8215611153253 |
| 1992-10-01 | 67.4113328818293 |
| 1992-11-01 | 67.5167753642281 |
| 1992-12-01 | 67.5316533016506 |
| 1993-01-01 | 67.7120172893469 |
| 1993-02-01 | 68.0858981514909 |
| 1993-03-01 | 68.3852930779705 |
| 1993-04-01 | 68.6122758737068 |
| 1993-05-01 | 68.7355515010972 |
| 1993-06-01 | 68.7915032844893 |
| 1993-07-01 | 69.2358533531253 |
| 1993-08-01 | 69.4942120501497 |
| 1993-09-01 | 69.6290234957766 |
| 1993-10-01 | 69.9173534815615 |
| 1993-11-01 | 70.0825575493384 |
| 1993-12-01 | 70.2127924192731 |
| 1994-01-01 | 69.6060156770330 |
| 1994-02-01 | 69.7541368392540 |
| 1994-03-01 | 69.9840384538885 |
| 1994-04-01 | 70.3067990799902 |
| 1994-05-01 | 70.4480161489080 |
| 1994-06-01 | 70.5913157165378 |
| 1994-07-01 | 70.6538682504318 |
| 1994-08-01 | 70.9363565176740 |
| 1994-09-01 | 71.3547902812137 |
| 1994-10-01 | 71.6437380732927 |
| 1994-11-01 | 71.5417836653997 |
| 1994-12-01 | 71.7735286910040 |
| 1995-01-01 | 71.0824308615604 |
| 1995-02-01 | 71.4243263957459 |
| 1995-03-01 | 71.6953081315719 |
| 1995-04-01 | 71.9163568732428 |
| 1995-05-01 | 72.1680116927079 |
| 1995-06-01 | 72.3732251924276 |
| 1995-07-01 | 72.3637438309824 |
| 1995-08-01 | 73.0762998468875 |
| 1995-09-01 | 73.5835469335944 |
| 1995-10-01 | 73.4783544496559 |
| 1995-11-01 | 73.9140430988415 |
| 1995-12-01 | 74.0014866825759 |
| 1996-01-01 | 74.2528204557304 |
| 1996-02-01 | 74.7148319524983 |
| 1996-03-01 | 74.6197550048515 |
| 1996-04-01 | 74.6432591465335 |
| 1996-05-01 | 75.0042952733747 |
| 1996-06-01 | 75.3709082841465 |
| 1996-07-01 | 75.4350246504760 |
| 1996-08-01 | 75.5889279178345 |
| 1996-09-01 | 75.9132966715417 |
| 1996-10-01 | 76.3125082645099 |
| 1996-11-01 | 76.5851091900083 |
| 1996-12-01 | 77.0116849195741 |
| 1997-01-01 | 77.5238715395959 |
| 1997-02-01 | 77.8248387640201 |
| 1997-03-01 | 77.9603803859125 |
| 1997-04-01 | 78.3960323090671 |
| 1997-05-01 | 78.3457573979391 |
| 1997-06-01 | 78.5674454496022 |
| 1997-07-01 | 80.1837014613705 |
| 1997-08-01 | 80.2731960114591 |
| 1997-09-01 | 80.3255333894997 |
| 1997-10-01 | 79.1184534498616 |
| 1997-11-01 | 79.3711492121221 |
| 1997-12-01 | 79.4339888456870 |
| 1998-01-01 | 79.1089695849690 |
| 1998-02-01 | 79.5549802215792 |
| 1998-03-01 | 79.5002970242539 |
| 1998-04-01 | 79.6419773233518 |
| 1998-05-01 | 79.7855941659522 |
| 1998-06-01 | 79.7780701676883 |
| 1998-07-01 | 79.6388734348892 |
| 1998-08-01 | 79.6398743359002 |
| 1998-09-01 | 79.7038417082741 |
| 1998-10-01 | 81.2166111888622 |
| 1998-11-01 | 81.4696523160005 |
| 1998-12-01 | 81.7727417509468 |
| 1999-01-01 | 80.1178900101304 |
| 1999-02-01 | 80.1905521366416 |
| 1999-03-01 | 80.6393890312085 |
| 1999-04-01 | 80.4935377085149 |
| 1999-05-01 | 81.1016427582600 |
| 1999-06-01 | 81.4676745961687 |
| 1999-07-01 | 82.1098057000743 |
| 1999-08-01 | 82.6891209909691 |
| 1999-09-01 | 82.6517085856820 |
| 1999-10-01 | 81.9111358447159 |
| 1999-11-01 | 82.1935128976401 |
| 1999-12-01 | 82.1432517306150 |
| 2000-01-01 | 82.8474856155390 |
| 2000-02-01 | 83.1547681485933 |
| 2000-03-01 | 83.3620794851766 |
| 2000-04-01 | 83.7346703006048 |
| 2000-05-01 | 83.9112790032896 |
| 2000-06-01 | 84.2532531664723 |
| 2000-07-01 | 84.7929103581148 |
| 2000-08-01 | 85.2351184079201 |
| 2000-09-01 | 85.9080819888138 |
| 2000-10-01 | 86.1143925033512 |
| 2000-11-01 | 86.2004559382646 |
| 2000-12-01 | 86.4147591226180 |
| 2001-01-01 | 86.5730686454462 |
| 2001-02-01 | 86.8992040459404 |
| 2001-03-01 | 87.2707379461833 |
| 2001-04-01 | 87.7780355646744 |
| 2001-05-01 | 88.2201065440609 |
| 2001-06-01 | 88.8304164278905 |
| 2001-07-01 | 88.6876062093364 |
| 2001-08-01 | 88.8959367713119 |
| 2001-09-01 | 89.1905170095492 |
| 2001-10-01 | 89.1046940925035 |
| 2001-11-01 | 89.3054645533760 |
| 2001-12-01 | 89.7112697820733 |
| 2002-01-01 | 89.8841011805339 |
| 2002-02-01 | 90.0199839079618 |
| 2002-03-01 | 90.0673919803922 |
| 2002-04-01 | 89.9873597141178 |
| 2002-05-01 | 90.3254550422511 |
| 2002-06-01 | 90.5312663394588 |
| 2002-07-01 | 90.3883077552345 |
| 2002-08-01 | 90.5794779049165 |
| 2002-09-01 | 90.8164534130650 |
| 2002-10-01 | 90.5951163533710 |
| 2002-11-01 | 90.7972526307232 |
| 2002-12-01 | 90.9242827025839 |
| 2003-01-01 | 90.6690288098297 |
| 2003-02-01 | 90.7895946718988 |
| 2003-03-01 | 91.2666055401282 |
| 2003-04-01 | 91.2965807314251 |
| 2003-05-01 | 91.1238465827421 |
| 2003-06-01 | 91.1498818479215 |
| 2003-07-01 | 90.8973409572018 |
| 2003-08-01 | 90.9841969681082 |
| 2003-09-01 | 90.8568851768836 |
| 2003-10-01 | 90.9759148290983 |
| 2003-11-01 | 91.1820354513589 |
| 2003-12-01 | 91.1335790957846 |
| 2004-01-01 | 91.5441643900444 |
| 2004-02-01 | 91.6689721426454 |
| 2004-03-01 | 91.7666951170955 |
| 2004-04-01 | 91.6878091003784 |
| 2004-05-01 | 91.8275734431130 |
| 2004-06-01 | 91.9881807070002 |
| 2004-07-01 | 92.4866926733168 |
| 2004-08-01 | 92.3859742508451 |
| 2004-09-01 | 92.5180660894577 |
| 2004-10-01 | 92.8424929834068 |
| 2004-11-01 | 92.8597949158182 |
| 2004-12-01 | 92.9398371675535 |
| 2005-01-01 | 93.1034163945191 |
| 2005-02-01 | 93.3401371431183 |
| 2005-03-01 | 93.0836238446311 |
| 2005-04-01 | 93.7930066463703 |
| 2005-05-01 | 94.0376698600436 |
| 2005-06-01 | 94.2422773664621 |
| 2005-07-01 | 94.9586410918588 |
| 2005-08-01 | 95.3918496584816 |
| 2005-09-01 | 95.7574321219586 |
| 2005-10-01 | 96.3954187425674 |
| 2005-11-01 | 97.1385567989333 |
| 2005-12-01 | 97.3374214413076 |
| 2006-01-01 | 97.5711699115680 |
| 2006-02-01 | 98.0371709458342 |
| 2006-03-01 | 98.3181500677134 |
| 2006-04-01 | 99.0057677770129 |
| 2006-05-01 | 99.5428557258188 |
| 2006-06-01 | 99.9984723406014 |
| 2006-07-01 | 100.2162077823160 |
| 2006-08-01 | 100.8941607214920 |
| 2006-09-01 | 101.4898579563060 |
| 2006-10-01 | 101.6598955982520 |
| 2006-11-01 | 102.0250253443210 |
| 2006-12-01 | 102.4346372311520 |
| 2007-01-01 | 102.7345270446640 |
| 2007-02-01 | 102.9327916605660 |
| 2007-03-01 | 103.2336600498360 |
| 2007-04-01 | 103.5298890342860 |
| 2007-05-01 | 103.7334938628330 |
| 2007-06-01 | 104.0381262044530 |
| 2007-07-01 | 103.7056707090900 |
| 2007-08-01 | 104.0121532963160 |
| 2007-09-01 | 103.9861161153160 |
| 2007-10-01 | 104.1535794694310 |
| 2007-11-01 | 104.3216528114450 |
| 2007-12-01 | 104.5638478938970 |
| 2008-01-01 | 104.8028030528580 |
| 2008-02-01 | 105.4215580953740 |
| 2008-03-01 | 105.2025090247150 |
| 2008-04-01 | 105.4335758365030 |
| 2008-05-01 | 105.6232627408870 |
| 2008-06-01 | 105.8531936851330 |
| 2008-07-01 | 106.3250488625460 |
| 2008-08-01 | 106.4215676647930 |
| 2008-09-01 | 106.8922212447270 |
| 2008-10-01 | 106.9585841878570 |
| 2008-11-01 | 107.1072743100530 |
| 2008-12-01 | 107.2033276162280 |
| 2009-01-01 | 107.4878129044010 |
| 2009-02-01 | 107.9032052035900 |
| 2009-03-01 | 107.7574991766470 |
| 2009-04-01 | 107.7426479459470 |
| 2009-05-01 | 107.9204670825750 |
| 2009-06-01 | 107.8439887833350 |
| 2009-07-01 | 108.0564024820770 |
| 2009-08-01 | 107.9439145163300 |
| 2009-09-01 | 107.8708067376850 |
| 2009-10-01 | 108.1686916461990 |
| 2009-11-01 | 108.1927241767270 |
| 2009-12-01 | 108.2583669814060 |
| 2010-01-01 | 108.3098304515030 |
| 2010-02-01 | 108.1770714479060 |
| 2010-03-01 | 108.3043815470570 |
| 2010-04-01 | 108.3371418599690 |
| 2010-05-01 | 108.4069336720370 |
| 2010-06-01 | 108.4041793993840 |
| 2010-07-01 | 108.5106157196950 |
| 2010-08-01 | 108.7580639983570 |
| 2010-09-01 | 108.5416545629850 |
| 2010-10-01 | 108.9889929443680 |
| 2010-11-01 | 109.0794344089040 |
| 2010-12-01 | 109.0873859369670 |
| 2011-01-01 | 109.2733901515100 |
| 2011-02-01 | 109.2750062347830 |
| 2011-03-01 | 109.0657970421000 |
| 2011-04-01 | 108.9318361267290 |
| 2011-05-01 | 108.6716636042850 |
| 2011-06-01 | 108.4273976776460 |
| 2011-07-01 | 108.5701499330540 |
| 2011-08-01 | 108.7836741307630 |
| 2011-09-01 | 108.4987805786190 |
| 2011-10-01 | 108.5192792249020 |
| 2011-11-01 | 108.5779533733450 |
| 2011-12-01 | 108.6135171717700 |
| 2012-01-01 | 108.7505443945820 |
| 2012-02-01 | 108.8644848026050 |
| 2012-03-01 | 109.0458310305730 |
| 2012-04-01 | 109.2268068165010 |
| 2012-05-01 | 109.4163670191890 |
| 2012-06-01 | 109.7336817450770 |
| 2012-07-01 | 109.8331260327110 |
| 2012-08-01 | 109.7020538392710 |
| 2012-09-01 | 109.9709507783920 |
| 2012-10-01 | 109.9498530395050 |
| 2012-11-01 | 109.9716087127610 |
| 2012-12-01 | 109.9227624331350 |
| 2013-01-01 | 109.8197132040240 |
| 2013-02-01 | 109.9600030081790 |
| 2013-03-01 | 110.0418192433240 |
| 2013-04-01 | 110.2251222086800 |
| 2013-05-01 | 109.9577036500230 |
| 2013-06-01 | 109.9596586594180 |
| 2013-07-01 | 109.7826142420570 |
| 2013-08-01 | 110.0415682448560 |
| 2013-09-01 | 110.1433410374940 |
| 2013-10-01 | 109.8681696048320 |
| 2013-11-01 | 109.9745869779960 |
| 2013-12-01 | 110.1422556319450 |
| 2014-01-01 | 109.9479542011290 |
| 2014-02-01 | 109.9285243585940 |
| 2014-03-01 | 110.3455882969360 |
| 2014-04-01 | 110.0178518834080 |
| 2014-05-01 | 110.2145077536530 |
| 2014-06-01 | 110.2404578418300 |
| 2014-07-01 | 110.1374973416920 |
| 2014-08-01 | 109.6639928562410 |
| 2014-09-01 | 109.7301160988340 |
| 2014-10-01 | 109.7691149837500 |
| 2014-11-01 | 109.7767094316370 |
| 2014-12-01 | 109.8599699979380 |
| 2015-01-01 | 109.8226557214980 |
| 2015-02-01 | 109.9900845816680 |
| 2015-03-01 | 109.9506232280330 |
| 2015-04-01 | 110.1120611305690 |
| 2015-05-01 | 110.5979839063810 |
| 2015-06-01 | 110.7746308909620 |
| 2015-07-01 | 110.6819393815900 |
| 2015-08-01 | 110.8919796974850 |
| 2015-09-01 | 111.0254140352350 |
| 2015-10-01 | 111.3381737564740 |
| 2015-11-01 | 111.6703215752350 |
| 2015-12-01 | 111.6639908477870 |
| 2016-01-01 | 111.8722487512240 |
| 2016-02-01 | 112.0337793813040 |
| 2016-03-01 | 112.2749458279650 |
| 2016-04-01 | 112.7083451124380 |
| 2016-05-01 | 112.6170566042880 |
| 2016-06-01 | 112.7421953401830 |
| 2016-07-01 | 112.9326848321690 |
| 2016-08-01 | 113.2077295039600 |
| 2016-09-01 | 113.4269789617070 |
| 2016-10-01 | 113.4879712789510 |
| 2016-11-01 | 113.5482743043690 |
| 2016-12-01 | 113.4586612148750 |
| 2017-01-01 | 114.1150572553600 |
| 2017-02-01 | 114.0816278947070 |
| 2017-03-01 | 114.5987894168110 |
| 2017-04-01 | 114.2985086016360 |
| 2017-05-01 | 114.4642974702210 |
| 2017-06-01 | 114.7181069475620 |
| 2017-07-01 | 115.1745834122390 |
| 2017-08-01 | 115.6325410400510 |
| 2017-09-01 | 115.7054267573260 |
| 2017-10-01 | 115.9332317533860 |
| 2017-11-01 | 116.1353111360300 |
| 2017-12-01 | 116.3334121532160 |
| 2018-01-01 | 116.8766263426910 |
| 2018-02-01 | 117.2431774646920 |
| 2018-03-01 | 117.2141914140500 |
| 2018-04-01 | 117.4821715122370 |
| 2018-05-01 | 117.7261612376060 |
| 2018-06-01 | 117.7772654080100 |
| 2018-07-01 | 118.0200517407870 |
| 2018-08-01 | 118.0501037996970 |
| 2018-09-01 | 118.4854704225610 |
| 2018-10-01 | 118.7820214035890 |
| 2018-11-01 | 119.0219236477890 |
| 2018-12-01 | 119.2897274851630 |
| 2019-01-01 | 119.3661277584620 |
| 2019-02-01 | 119.6396470915210 |
| 2019-03-01 | 119.8005535073240 |
| 2019-04-01 | 120.0859816804140 |
| 2019-05-01 | 120.1636276875020 |
| 2019-06-01 | 120.3114171013780 |
| 2019-07-01 | 120.3350713728130 |
| 2019-08-01 | 120.3896608229310 |
| 2019-09-01 | 120.4539228562890 |
| 2019-10-01 | 120.7677924094520 |
| 2019-11-01 | 120.9268288553050 |
| 2019-12-01 | 120.9302568514880 |
| 2020-01-01 | 120.9908249157080 |
| 2020-02-01 | 121.1433993843230 |
| 2020-03-01 | 121.1528023216890 |
| 2020-04-01 | 108.1694216378960 |
| 2020-05-01 | 112.6728884783570 |
| 2020-06-01 | 116.0918526473760 |
| 2020-07-01 | 117.0361417245040 |
| 2020-08-01 | 117.8469308837370 |
| 2020-09-01 | 118.2444836087320 |
| 2020-10-01 | 118.4883211651200 |
| 2020-11-01 | 118.8390652875850 |
| 2020-12-01 | 118.9913361859810 |
| 2021-01-01 | 120.0204292254140 |
| 2021-02-01 | 120.4556797453560 |
| 2021-03-01 | 120.7810949070860 |
| 2021-04-01 | 121.3226578676150 |
| 2021-05-01 | 121.2842569686670 |
| 2021-06-01 | 121.4645352121680 |
| 2021-07-01 | 121.4233238173170 |
| 2021-08-01 | 121.6077450999120 |
| 2021-09-01 | 121.5308392125180 |
| 2021-10-01 | 122.2321715333310 |
| 2021-11-01 | 122.5533773035300 |
| 2021-12-01 | 122.3477454559450 |
| 2022-01-01 | 122.0349846997320 |
| 2022-02-01 | 122.3563469520850 |
| 2022-03-01 | 122.9046057907810 |
| 2022-04-01 | 122.9290492417750 |
| 2022-05-01 | 123.5742346138620 |
| 2022-06-01 | 123.7329436484100 |
| 2022-07-01 | 124.4182722597420 |
| 2022-08-01 | 124.6682128144280 |
| 2022-09-01 | 125.2539098981200 |
| 2022-10-01 | 125.2900575190010 |
| 2022-11-01 | 125.8480377136110 |
| 2022-12-01 | 126.5308163880750 |
| 2023-01-01 | 126.7249164880880 |
| 2023-02-01 | 127.3470642687040 |
| 2023-03-01 | 127.9446750687970 |
| 2023-04-01 | 127.7355205156520 |
| 2023-05-01 | 128.0556988352500 |
| 2023-06-01 | 128.8105357231950 |
| 2023-07-01 | 128.9096735451480 |
| 2023-08-01 | 129.1336719614460 |
| 2023-09-01 | 129.4853569165320 |
| 2023-10-01 | 129.6636921100030 |
| 2023-11-01 | 129.7370767935880 |
| 2023-12-01 | 129.9373977355420 |
| 2024-01-01 | 129.8920464382480 |
| 2024-02-01 | 129.9043151855470 |
| 2024-03-01 | 130.1005609889550 |
| 2024-04-01 | 130.3113453722710 |
| 2024-05-01 | 130.4492947592770 |
| 2024-06-01 | 130.4873141289460 |
| 2024-07-01 | 130.5210081509720 |
| 2024-08-01 | 130.3850577393250 |
| 2024-09-01 | 130.4354235036660 |
| 2024-10-01 | 130.6193608107640 |
| 2024-11-01 | 130.6151299765680 |
| 2024-12-01 | 130.6677413808240 |
| 2025-01-01 | 130.9451385272210 |
| 2025-02-01 | 130.9613803896630 |
| 2025-03-01 | 130.9909229580430 |
| 2025-04-01 | 130.8734098252370 |
| 2025-05-01 | 130.8495369482260 |
| 2025-06-01 | 130.3753758748340 |
| 2025-07-01 | 130.1326407337620 |
| 2025-08-01 | 130.5113437493280 |
| 2025-09-01 | 130.4738600254850 |
| 2025-10-01 | 130.4543778507080 |
| 2025-11-01 | 130.9069383803750 |
| 2025-12-01 | 130.7059955795890 |
| 2026-01-01 | 131.5962146471920 |
| 2026-02-01 | 131.3252595239880 |
| 2026-03-01 | 131.2958762170420 |
| 2026-04-01 | 132.0326867762470 |
| 2026-05-01 | 131.7513300770130 |
| 2026-06-01 | 132.4787467279590 |