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 2026-07-01 |
| Last Updated | 2026-08-21 6:46 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 | 59.2576513072295 |
| 1990-02-01 | 59.4638629785328 |
| 1990-03-01 | 59.8815855619214 |
| 1990-04-01 | 60.0982460706270 |
| 1990-05-01 | 60.2804006730095 |
| 1990-06-01 | 60.6123026272130 |
| 1990-07-01 | 60.6881557745957 |
| 1990-08-01 | 60.8266466828125 |
| 1990-09-01 | 60.8889591616278 |
| 1990-10-01 | 60.9349597890377 |
| 1990-11-01 | 61.0476434553213 |
| 1990-12-01 | 61.2736240043091 |
| 1991-01-01 | 62.8968580476427 |
| 1991-02-01 | 62.9970658657620 |
| 1991-03-01 | 63.0974287830112 |
| 1991-04-01 | 63.1944419088995 |
| 1991-05-01 | 63.3845828439961 |
| 1991-06-01 | 63.5198877880776 |
| 1991-07-01 | 63.6872123750470 |
| 1991-08-01 | 63.8189383257809 |
| 1991-09-01 | 63.9798633577697 |
| 1991-10-01 | 64.1103638459645 |
| 1991-11-01 | 64.2251428906157 |
| 1991-12-01 | 64.4382664732299 |
| 1992-01-01 | 65.7443357378903 |
| 1992-02-01 | 65.8164301358370 |
| 1992-03-01 | 65.8111678250028 |
| 1992-04-01 | 66.0875623719317 |
| 1992-05-01 | 66.3843370944137 |
| 1992-06-01 | 66.5351153088203 |
| 1992-07-01 | 66.8942849551546 |
| 1992-08-01 | 66.8226522773740 |
| 1992-09-01 | 66.7724140699806 |
| 1992-10-01 | 67.2903619927837 |
| 1992-11-01 | 67.3825398681991 |
| 1992-12-01 | 67.3132335960923 |
| 1993-01-01 | 67.8765800295720 |
| 1993-02-01 | 68.2207529537410 |
| 1993-03-01 | 68.5222954220113 |
| 1993-04-01 | 68.6869311854929 |
| 1993-05-01 | 68.7824825220807 |
| 1993-06-01 | 68.8296380811952 |
| 1993-07-01 | 69.2135231948339 |
| 1993-08-01 | 69.4501396308251 |
| 1993-09-01 | 69.5760702684692 |
| 1993-10-01 | 69.7871959196769 |
| 1993-11-01 | 69.9446433330254 |
| 1993-12-01 | 69.9943082027240 |
| 1994-01-01 | 69.7907719673732 |
| 1994-02-01 | 69.8927555253467 |
| 1994-03-01 | 70.1141040310907 |
| 1994-04-01 | 70.3826920826526 |
| 1994-05-01 | 70.4903934465838 |
| 1994-06-01 | 70.6216958805534 |
| 1994-07-01 | 70.6276488286299 |
| 1994-08-01 | 70.8892116036732 |
| 1994-09-01 | 71.3001066090674 |
| 1994-10-01 | 71.5200015868192 |
| 1994-11-01 | 71.4095353138525 |
| 1994-12-01 | 71.5788429650907 |
| 1995-01-01 | 71.2814049753286 |
| 1995-02-01 | 71.5477335363954 |
| 1995-03-01 | 71.8058336945395 |
| 1995-04-01 | 71.9868422463013 |
| 1995-05-01 | 72.2027294970926 |
| 1995-06-01 | 72.3881497904343 |
| 1995-07-01 | 72.3370830416737 |
| 1995-08-01 | 73.0323575582256 |
| 1995-09-01 | 73.5327350425369 |
| 1995-10-01 | 73.3714929054818 |
| 1995-11-01 | 73.7983117327054 |
| 1995-12-01 | 73.8430875086562 |
| 1996-01-01 | 74.4567499097290 |
| 1996-02-01 | 74.8124527686922 |
| 1996-03-01 | 74.6991164478264 |
| 1996-04-01 | 74.7118599026910 |
| 1996-05-01 | 75.0250123340856 |
| 1996-06-01 | 75.3682339807279 |
| 1996-07-01 | 75.4106237170685 |
| 1996-08-01 | 75.5502801105253 |
| 1996-09-01 | 75.8709618136915 |
| 1996-10-01 | 76.2312588788101 |
| 1996-11-01 | 76.4955665562888 |
| 1996-12-01 | 76.9051391267786 |
| 1997-01-01 | 77.7031085126726 |
| 1997-02-01 | 77.8844562365861 |
| 1997-03-01 | 78.0128390636401 |
| 1997-04-01 | 78.4588032025372 |
| 1997-05-01 | 78.3523169608617 |
| 1997-06-01 | 78.5517261902781 |
| 1997-07-01 | 80.1628106361729 |
| 1997-08-01 | 80.2424081776535 |
| 1997-09-01 | 80.2950879526948 |
| 1997-10-01 | 79.0626851452006 |
| 1997-11-01 | 79.3129236169715 |
| 1997-12-01 | 79.3705861978561 |
| 1998-01-01 | 79.2474855317175 |
| 1998-02-01 | 79.5801135709832 |
| 1998-03-01 | 79.5267628019661 |
| 1998-04-01 | 79.6995939836396 |
| 1998-05-01 | 79.7800298579620 |
| 1998-06-01 | 79.7592900047699 |
| 1998-07-01 | 79.6246133079340 |
| 1998-08-01 | 79.6172883878731 |
| 1998-09-01 | 79.6847145638959 |
| 1998-10-01 | 81.1843709298489 |
| 1998-11-01 | 81.4353262599804 |
| 1998-12-01 | 81.7362556791678 |
| 1999-01-01 | 80.2152283884647 |
| 1999-02-01 | 80.1960077934939 |
| 1999-03-01 | 80.6499792946500 |
| 1999-04-01 | 80.5406461573898 |
| 1999-05-01 | 81.0933532968472 |
| 1999-06-01 | 81.4520422417835 |
| 1999-07-01 | 82.1010171442661 |
| 1999-08-01 | 82.6733939992575 |
| 1999-09-01 | 82.6395208879718 |
| 1999-10-01 | 81.8934657804693 |
| 1999-11-01 | 82.1729074889667 |
| 1999-12-01 | 82.1159490947843 |
| 2000-01-01 | 82.9122848607414 |
| 2000-02-01 | 83.1596006204494 |
| 2000-03-01 | 83.3639351076772 |
| 2000-04-01 | 83.7768835146145 |
| 2000-05-01 | 83.9028119371325 |
| 2000-06-01 | 84.2407555794943 |
| 2000-07-01 | 84.7870737560679 |
| 2000-08-01 | 85.2221444479767 |
| 2000-09-01 | 85.9003580428311 |
| 2000-10-01 | 86.1044852205019 |
| 2000-11-01 | 86.1893621027944 |
| 2000-12-01 | 86.3984780610509 |
| 2001-01-01 | 86.6036528350140 |
| 2001-02-01 | 86.9082471523008 |
| 2001-03-01 | 87.2721008948144 |
| 2001-04-01 | 87.8077223997349 |
| 2001-05-01 | 88.2155027382749 |
| 2001-06-01 | 88.8227610116085 |
| 2001-07-01 | 88.6825023743607 |
| 2001-08-01 | 88.8863283112438 |
| 2001-09-01 | 89.1845160971498 |
| 2001-10-01 | 89.1003171075559 |
| 2001-11-01 | 89.2998211178875 |
| 2001-12-01 | 89.7032215938366 |
| 2002-01-01 | 89.8959329292999 |
| 2002-02-01 | 90.0302199739150 |
| 2002-03-01 | 90.0669788214483 |
| 2002-04-01 | 90.0042733134625 |
| 2002-05-01 | 90.3239246412905 |
| 2002-06-01 | 90.5263751973310 |
| 2002-07-01 | 90.3845824762283 |
| 2002-08-01 | 90.5734182561088 |
| 2002-09-01 | 90.8121079309856 |
| 2002-10-01 | 90.5947686211831 |
| 2002-11-01 | 90.7953979306138 |
| 2002-12-01 | 90.9218071268285 |
| 2003-01-01 | 90.6745988534069 |
| 2003-02-01 | 90.7966819880980 |
| 2003-03-01 | 91.2647256552204 |
| 2003-04-01 | 91.2994615547478 |
| 2003-05-01 | 91.1251099114411 |
| 2003-06-01 | 91.1480010137029 |
| 2003-07-01 | 90.8948829549867 |
| 2003-08-01 | 90.9819686531941 |
| 2003-09-01 | 90.8545160048833 |
| 2003-10-01 | 90.9774686013673 |
| 2003-11-01 | 91.1810177718386 |
| 2003-12-01 | 91.1327886917046 |
| 2004-01-01 | 91.5484703825791 |
| 2004-02-01 | 91.6736734327359 |
| 2004-03-01 | 91.7620102691500 |
| 2004-04-01 | 91.6883929924858 |
| 2004-05-01 | 91.8277105649945 |
| 2004-06-01 | 91.9872646634497 |
| 2004-07-01 | 92.4853952949314 |
| 2004-08-01 | 92.3852341093442 |
| 2004-09-01 | 92.5175194937004 |
| 2004-10-01 | 92.8440962277921 |
| 2004-11-01 | 92.8594720942481 |
| 2004-12-01 | 92.9395682773989 |
| 2005-01-01 | 93.1062847168836 |
| 2005-02-01 | 93.3428367963838 |
| 2005-03-01 | 93.0797188408222 |
| 2005-04-01 | 93.7926243665617 |
| 2005-05-01 | 94.0372737502000 |
| 2005-06-01 | 94.2422233208042 |
| 2005-07-01 | 94.9579089449531 |
| 2005-08-01 | 95.3918268817218 |
| 2005-09-01 | 95.7574229984496 |
| 2005-10-01 | 96.3964827288083 |
| 2005-11-01 | 97.1383796094183 |
| 2005-12-01 | 97.3372767454476 |
| 2006-01-01 | 97.5726588399482 |
| 2006-02-01 | 98.0385160154644 |
| 2006-03-01 | 98.3160012531453 |
| 2006-04-01 | 99.0054256135278 |
| 2006-05-01 | 99.5425555520127 |
| 2006-06-01 | 99.9985991981337 |
| 2006-07-01 | 100.2157598746560 |
| 2006-08-01 | 100.8943076672160 |
| 2006-09-01 | 101.4900157294390 |
| 2006-10-01 | 101.6601319751270 |
| 2006-11-01 | 102.0251276570900 |
| 2006-12-01 | 102.4348737336960 |
| 2007-01-01 | 102.7347283562750 |
| 2007-02-01 | 102.9328203166640 |
| 2007-03-01 | 103.2335718750690 |
| 2007-04-01 | 103.5295855138730 |
| 2007-05-01 | 103.7332282176840 |
| 2007-06-01 | 104.0383082094990 |
| 2007-07-01 | 103.7054906644660 |
| 2007-08-01 | 104.0122086903060 |
| 2007-09-01 | 103.9861642846270 |
| 2007-10-01 | 104.1537039041400 |
| 2007-11-01 | 104.3216573891430 |
| 2007-12-01 | 104.5638956392140 |
| 2008-01-01 | 104.8028391401550 |
| 2008-02-01 | 105.4215408732220 |
| 2008-03-01 | 105.2025014031310 |
| 2008-04-01 | 105.4334889144090 |
| 2008-05-01 | 105.6231825657770 |
| 2008-06-01 | 105.8533208259640 |
| 2008-07-01 | 106.3249997284210 |
| 2008-08-01 | 106.4215808772880 |
| 2008-09-01 | 106.8922304893640 |
| 2008-10-01 | 106.9585996964210 |
| 2008-11-01 | 107.1072609737580 |
| 2008-12-01 | 107.2033220731210 |
| 2009-01-01 | 107.4878069035270 |
| 2009-02-01 | 107.9031873871500 |
| 2009-03-01 | 107.7575112804800 |
| 2009-04-01 | 107.7426475231080 |
| 2009-05-01 | 107.9204694032550 |
| 2009-06-01 | 107.8440267207830 |
| 2009-07-01 | 108.0563771621100 |
| 2009-08-01 | 107.9439264282230 |
| 2009-09-01 | 107.8708015811850 |
| 2009-10-01 | 108.1686849990000 |
| 2009-11-01 | 108.1927224756210 |
| 2009-12-01 | 108.2583687695180 |
| 2010-01-01 | 108.3098313310930 |
| 2010-02-01 | 108.1770622504460 |
| 2010-03-01 | 108.3043739856090 |
| 2010-04-01 | 108.3371580715610 |
| 2010-05-01 | 108.4069178098470 |
| 2010-06-01 | 108.4041900329430 |
| 2010-07-01 | 108.5106051733480 |
| 2010-08-01 | 108.7580758017450 |
| 2010-09-01 | 108.5416619001530 |
| 2010-10-01 | 108.9890149787780 |
| 2010-11-01 | 109.0794208896140 |
| 2010-12-01 | 109.0873706418150 |
| 2011-01-01 | 109.2733782440140 |
| 2011-02-01 | 109.2750679868650 |
| 2011-03-01 | 109.0656671936820 |
| 2011-04-01 | 108.9319098148840 |
| 2011-05-01 | 108.6716823099430 |
| 2011-06-01 | 108.4273149312080 |
| 2011-07-01 | 108.5701752814830 |
| 2011-08-01 | 108.7837840946870 |
| 2011-09-01 | 108.4988077465310 |
| 2011-10-01 | 108.5193263346710 |
| 2011-11-01 | 108.5778974640790 |
| 2011-12-01 | 108.6134115035010 |
| 2012-01-01 | 108.7504444663290 |
| 2012-02-01 | 108.8645882440650 |
| 2012-03-01 | 109.0455892976520 |
| 2012-04-01 | 109.2269490153530 |
| 2012-05-01 | 109.4165079562150 |
| 2012-06-01 | 109.7335796133360 |
| 2012-07-01 | 109.8331614592010 |
| 2012-08-01 | 109.7023001026910 |
| 2012-09-01 | 109.9710828144650 |
| 2012-10-01 | 109.9499781796680 |
| 2012-11-01 | 109.9714702143200 |
| 2012-12-01 | 109.9224635781380 |
| 2013-01-01 | 109.8193623574100 |
| 2013-02-01 | 109.9599507263030 |
| 2013-03-01 | 110.0412797914530 |
| 2013-04-01 | 110.2258647771220 |
| 2013-05-01 | 109.9578752882340 |
| 2013-06-01 | 109.9595160360360 |
| 2013-07-01 | 109.7827270399080 |
| 2013-08-01 | 110.0420345160760 |
| 2013-09-01 | 110.1436274744400 |
| 2013-10-01 | 109.8685543971960 |
| 2013-11-01 | 109.9747684684070 |
| 2013-12-01 | 110.1411648706560 |
| 2014-01-01 | 109.9467504129700 |
| 2014-02-01 | 109.9283765525620 |
| 2014-03-01 | 110.3449199631050 |
| 2014-04-01 | 110.0191730666790 |
| 2014-05-01 | 110.2148063250460 |
| 2014-06-01 | 110.2405435412610 |
| 2014-07-01 | 110.1378000786870 |
| 2014-08-01 | 109.6645354303080 |
| 2014-09-01 | 109.7307932880390 |
| 2014-10-01 | 109.7697543790720 |
| 2014-11-01 | 109.7770807774910 |
| 2014-12-01 | 109.8580873085090 |
| 2015-01-01 | 109.8209131807980 |
| 2015-02-01 | 109.9876137006520 |
| 2015-03-01 | 109.9506493634990 |
| 2015-04-01 | 110.1147971235050 |
| 2015-05-01 | 110.5989746562490 |
| 2015-06-01 | 110.7752092116970 |
| 2015-07-01 | 110.6824932265650 |
| 2015-08-01 | 110.8926041233410 |
| 2015-09-01 | 111.0259990835680 |
| 2015-10-01 | 111.3386766133490 |
| 2015-11-01 | 111.6706335886440 |
| 2015-12-01 | 111.6609153567570 |
| 2016-01-01 | 111.8695804904750 |
| 2016-02-01 | 112.0287961147750 |
| 2016-03-01 | 112.2763792909060 |
| 2016-04-01 | 112.7129590596210 |
| 2016-05-01 | 112.6199016487480 |
| 2016-06-01 | 112.7440152481850 |
| 2016-07-01 | 112.9333604147740 |
| 2016-08-01 | 113.2077382319720 |
| 2016-09-01 | 113.4268318513560 |
| 2016-10-01 | 113.4875568055300 |
| 2016-11-01 | 113.5475614887970 |
| 2016-12-01 | 113.4546291188150 |
| 2017-01-01 | 114.1117779054510 |
| 2017-02-01 | 114.0732677583840 |
| 2017-03-01 | 114.5998967564110 |
| 2017-04-01 | 114.3095870381260 |
| 2017-05-01 | 114.4702774638150 |
| 2017-06-01 | 114.7239790202530 |
| 2017-07-01 | 115.1720214258530 |
| 2017-08-01 | 115.6304067775220 |
| 2017-09-01 | 115.7034375784860 |
| 2017-10-01 | 115.9310339833650 |
| 2017-11-01 | 116.1328914449490 |
| 2017-12-01 | 116.3291121622950 |
| 2018-01-01 | 116.8724137771300 |
| 2018-02-01 | 117.2340004610340 |
| 2018-03-01 | 117.2149085385430 |
| 2018-04-01 | 117.4996043669120 |
| 2018-05-01 | 117.7360342390500 |
| 2018-06-01 | 117.7878036037570 |
| 2018-07-01 | 118.0134459170920 |
| 2018-08-01 | 118.0440977693740 |
| 2018-09-01 | 118.4836207469550 |
| 2018-10-01 | 118.7768821989900 |
| 2018-11-01 | 119.0148552006850 |
| 2018-12-01 | 119.2856593273990 |
| 2019-01-01 | 119.3650565219210 |
| 2019-02-01 | 119.6291371391190 |
| 2019-03-01 | 119.8002696424650 |
| 2019-04-01 | 120.1097909847670 |
| 2019-05-01 | 120.1770944898310 |
| 2019-06-01 | 120.3261698841630 |
| 2019-07-01 | 120.3242641859930 |
| 2019-08-01 | 120.3801401444810 |
| 2019-09-01 | 120.4518738769330 |
| 2019-10-01 | 120.7594244868050 |
| 2019-11-01 | 120.9155656919560 |
| 2019-12-01 | 120.9267218015830 |
| 2020-01-01 | 120.9923765766650 |
| 2020-02-01 | 121.1339578020900 |
| 2020-03-01 | 121.1569053215800 |
| 2020-04-01 | 108.1893461816410 |
| 2020-05-01 | 112.6843827536210 |
| 2020-06-01 | 116.1125356798800 |
| 2020-07-01 | 117.0228098059720 |
| 2020-08-01 | 117.8343608618470 |
| 2020-09-01 | 118.2429399839980 |
| 2020-10-01 | 118.4777349352650 |
| 2020-11-01 | 118.8240774113640 |
| 2020-12-01 | 118.9875593763230 |
| 2021-01-01 | 120.0254925947980 |
| 2021-02-01 | 120.4483100071250 |
| 2021-03-01 | 120.7900170852000 |
| 2021-04-01 | 121.3438605613140 |
| 2021-05-01 | 121.2944258353260 |
| 2021-06-01 | 121.4918569486140 |
| 2021-07-01 | 121.4063417789470 |
| 2021-08-01 | 121.5918061914340 |
| 2021-09-01 | 121.5263958590210 |
| 2021-10-01 | 122.2186570855190 |
| 2021-11-01 | 122.5358853230850 |
| 2021-12-01 | 122.3427216277930 |
| 2022-01-01 | 122.0412124588870 |
| 2022-02-01 | 122.3551279738310 |
| 2022-03-01 | 122.9239819337000 |
| 2022-04-01 | 122.9477042420740 |
| 2022-05-01 | 123.5843667667810 |
| 2022-06-01 | 123.7669720869190 |
| 2022-07-01 | 124.3906152928190 |
| 2022-08-01 | 124.6501020183990 |
| 2022-09-01 | 125.2449395334470 |
| 2022-10-01 | 125.2711697775130 |
| 2022-11-01 | 125.8268301905110 |
| 2022-12-01 | 126.5200929482870 |
| 2023-01-01 | 126.7341393067020 |
| 2023-02-01 | 127.3556310603850 |
| 2023-03-01 | 127.9815363400490 |
| 2023-04-01 | 127.7589854436600 |
| 2023-05-01 | 128.0647227238600 |
| 2023-06-01 | 128.8629877118990 |
| 2023-07-01 | 128.8570109358730 |
| 2023-08-01 | 129.1135760595290 |
| 2023-09-01 | 129.4620559434050 |
| 2023-10-01 | 129.6337109421300 |
| 2023-11-01 | 129.7146164473190 |
| 2023-12-01 | 129.9203922945600 |
| 2024-01-01 | 129.9019919710780 |
| 2024-02-01 | 129.9278457786650 |
| 2024-03-01 | 130.1586414100340 |
| 2024-04-01 | 130.3431436329300 |
| 2024-05-01 | 130.4626767270530 |
| 2024-06-01 | 130.5597217175880 |
| 2024-07-01 | 130.4350520959220 |
| 2024-08-01 | 130.3625640112530 |
| 2024-09-01 | 130.3961840827420 |
| 2024-10-01 | 130.5773750587330 |
| 2024-11-01 | 130.5919427169580 |
| 2024-12-01 | 130.6441114067650 |
| 2025-01-01 | 130.9560156747780 |
| 2025-02-01 | 131.0009155852110 |
| 2025-03-01 | 131.0648789197560 |
| 2025-04-01 | 130.9203987202030 |
| 2025-05-01 | 130.8691687361100 |
| 2025-06-01 | 130.4655760522780 |
| 2025-07-01 | 130.0151906250390 |
| 2025-08-01 | 130.4850298625530 |
| 2025-09-01 | 130.4182549726860 |
| 2025-10-01 | 130.4009409838630 |
| 2025-11-01 | 130.8839559677640 |
| 2025-12-01 | 130.6795107031110 |
| 2026-01-01 | 131.6076352860170 |
| 2026-02-01 | 131.3776607756830 |
| 2026-03-01 | 131.3784505923340 |
| 2026-04-01 | 132.0926553185880 |
| 2026-05-01 | 131.7821476878980 |
| 2026-06-01 | 132.8763836895630 |
| 2026-07-01 | 133.6099012240940 |