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 2026-08-01 |
| Last Updated | 2026-09-18 11:31 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 | 59.1598151290 |
| 1990-02-01 | 59.3765939415 |
| 1990-03-01 | 59.7659607365 |
| 1990-04-01 | 60.0404006111 |
| 1990-05-01 | 60.2410449986 |
| 1990-06-01 | 60.5778785847 |
| 1990-07-01 | 60.6995161748 |
| 1990-08-01 | 60.8530609439 |
| 1990-09-01 | 60.9250304390 |
| 1990-10-01 | 61.0310292403 |
| 1990-11-01 | 61.1512651809 |
| 1990-12-01 | 61.4516732129 |
| 1991-01-01 | 62.7828281411 |
| 1991-02-01 | 62.8980709471 |
| 1991-03-01 | 62.9763888854 |
| 1991-04-01 | 63.1309401128 |
| 1991-05-01 | 63.3420782725 |
| 1991-06-01 | 63.4808860149 |
| 1991-07-01 | 63.6997584769 |
| 1991-08-01 | 63.8494605987 |
| 1991-09-01 | 64.0223393416 |
| 1991-10-01 | 64.2174196682 |
| 1991-11-01 | 64.3444686558 |
| 1991-12-01 | 64.6406811952 |
| 1992-01-01 | 65.6040554362 |
| 1992-02-01 | 65.6980781143 |
| 1992-03-01 | 65.6827923059 |
| 1992-04-01 | 66.0174038022 |
| 1992-05-01 | 66.3384113724 |
| 1992-06-01 | 66.4929965807 |
| 1992-07-01 | 66.9108686828 |
| 1992-08-01 | 66.8603572666 |
| 1992-09-01 | 66.8214875963 |
| 1992-10-01 | 67.4112879193 |
| 1992-11-01 | 67.5166447137 |
| 1992-12-01 | 67.5315009467 |
| 1993-01-01 | 67.7122483248 |
| 1993-02-01 | 68.0860118653 |
| 1993-03-01 | 68.3853944898 |
| 1993-04-01 | 68.6123161962 |
| 1993-05-01 | 68.7355571479 |
| 1993-06-01 | 68.7914554539 |
| 1993-07-01 | 69.2358313724 |
| 1993-08-01 | 69.4941607085 |
| 1993-09-01 | 69.6289703291 |
| 1993-10-01 | 69.9173625122 |
| 1993-11-01 | 70.0824474672 |
| 1993-12-01 | 70.2126545172 |
| 1994-01-01 | 69.6062285720 |
| 1994-02-01 | 69.7542178554 |
| 1994-03-01 | 69.9841037998 |
| 1994-04-01 | 70.3068102990 |
| 1994-05-01 | 70.4479903857 |
| 1994-06-01 | 70.5912271243 |
| 1994-07-01 | 70.6538847113 |
| 1994-08-01 | 70.9363314541 |
| 1994-09-01 | 71.3547632163 |
| 1994-10-01 | 71.6438135184 |
| 1994-11-01 | 71.5417282012 |
| 1994-12-01 | 71.7734394577 |
| 1995-01-01 | 71.0825701169 |
| 1995-02-01 | 71.4243637174 |
| 1995-03-01 | 71.6953233937 |
| 1995-04-01 | 71.9163241145 |
| 1995-05-01 | 72.1679447424 |
| 1995-06-01 | 72.3731023930 |
| 1995-07-01 | 72.3637995636 |
| 1995-08-01 | 73.0763202047 |
| 1995-09-01 | 73.5835751795 |
| 1995-10-01 | 73.4784795088 |
| 1995-11-01 | 73.9140568641 |
| 1995-12-01 | 74.0014872981 |
| 1996-01-01 | 74.2528374714 |
| 1996-02-01 | 74.7148043541 |
| 1996-03-01 | 74.6197106831 |
| 1996-04-01 | 74.6431766227 |
| 1996-05-01 | 75.0041886477 |
| 1996-06-01 | 75.3707560881 |
| 1996-07-01 | 75.4351324172 |
| 1996-08-01 | 75.5890034081 |
| 1996-09-01 | 75.9133913343 |
| 1996-10-01 | 76.3126642436 |
| 1996-11-01 | 76.5851926492 |
| 1996-12-01 | 77.0117909248 |
| 1997-01-01 | 77.5237440369 |
| 1997-02-01 | 77.8247346415 |
| 1997-03-01 | 77.9602775310 |
| 1997-04-01 | 78.3959015267 |
| 1997-05-01 | 78.3456277617 |
| 1997-06-01 | 78.5673025788 |
| 1997-07-01 | 80.1838352769 |
| 1997-08-01 | 80.2733228212 |
| 1997-09-01 | 80.3257080649 |
| 1997-10-01 | 79.1186030361 |
| 1997-11-01 | 79.3712820368 |
| 1997-12-01 | 79.4341917733 |
| 1998-01-01 | 79.1087301720 |
| 1998-02-01 | 79.5548037180 |
| 1998-03-01 | 79.5001512630 |
| 1998-04-01 | 79.6418252783 |
| 1998-05-01 | 79.7854664149 |
| 1998-06-01 | 79.7779444701 |
| 1998-07-01 | 79.6390261985 |
| 1998-08-01 | 79.6400249831 |
| 1998-09-01 | 79.7040413580 |
| 1998-10-01 | 81.2167440613 |
| 1998-11-01 | 81.4698047923 |
| 1998-12-01 | 81.7729890152 |
| 1999-01-01 | 80.1175943784 |
| 1999-02-01 | 80.1903451965 |
| 1999-03-01 | 80.6392258555 |
| 1999-04-01 | 80.4933901832 |
| 1999-05-01 | 81.1015412036 |
| 1999-06-01 | 81.4675987546 |
| 1999-07-01 | 82.1099374852 |
| 1999-08-01 | 82.6892714908 |
| 1999-09-01 | 82.6519193159 |
| 1999-10-01 | 81.9112286590 |
| 1999-11-01 | 82.1936451786 |
| 1999-12-01 | 82.1434899657 |
| 2000-01-01 | 82.8471903416 |
| 2000-02-01 | 83.1545625655 |
| 2000-03-01 | 83.3619229461 |
| 2000-04-01 | 83.7345507528 |
| 2000-05-01 | 83.9112149266 |
| 2000-06-01 | 84.2532276040 |
| 2000-07-01 | 84.7930135328 |
| 2000-08-01 | 85.2352374711 |
| 2000-09-01 | 85.9082562245 |
| 2000-10-01 | 86.1144600933 |
| 2000-11-01 | 86.2005436275 |
| 2000-12-01 | 86.4149360918 |
| 2001-01-01 | 86.5728468007 |
| 2001-02-01 | 86.8990376474 |
| 2001-03-01 | 87.2706065348 |
| 2001-04-01 | 87.7779570853 |
| 2001-05-01 | 88.2200800085 |
| 2001-06-01 | 88.8304333250 |
| 2001-07-01 | 88.6876642608 |
| 2001-08-01 | 88.8960124484 |
| 2001-09-01 | 89.1906408942 |
| 2001-10-01 | 89.1047335714 |
| 2001-11-01 | 89.3055080374 |
| 2001-12-01 | 89.7113687753 |
| 2002-01-01 | 89.8839754825 |
| 2002-02-01 | 90.0198728009 |
| 2002-03-01 | 90.0672974306 |
| 2002-04-01 | 89.9873249439 |
| 2002-05-01 | 90.3254508084 |
| 2002-06-01 | 90.5312857246 |
| 2002-07-01 | 90.3883479717 |
| 2002-08-01 | 90.5795161347 |
| 2002-09-01 | 90.8165083153 |
| 2002-10-01 | 90.5951513930 |
| 2002-11-01 | 90.7972669227 |
| 2002-12-01 | 90.9243014226 |
| 2003-01-01 | 90.6689914109 |
| 2003-02-01 | 90.7895419137 |
| 2003-03-01 | 91.2665437517 |
| 2003-04-01 | 91.2965712504 |
| 2003-05-01 | 91.1238510434 |
| 2003-06-01 | 91.1498937386 |
| 2003-07-01 | 90.8973607658 |
| 2003-08-01 | 90.9842144133 |
| 2003-09-01 | 90.8569065830 |
| 2003-10-01 | 90.9759344457 |
| 2003-11-01 | 91.1820428758 |
| 2003-12-01 | 91.1335837462 |
| 2004-01-01 | 91.5441467836 |
| 2004-02-01 | 91.6689458948 |
| 2004-03-01 | 91.7666557259 |
| 2004-04-01 | 91.6878127036 |
| 2004-05-01 | 91.8275801155 |
| 2004-06-01 | 91.9881888442 |
| 2004-07-01 | 92.4867033761 |
| 2004-08-01 | 92.3859825320 |
| 2004-09-01 | 92.5180727273 |
| 2004-10-01 | 92.8425032373 |
| 2004-11-01 | 92.8597979077 |
| 2004-12-01 | 92.9398401152 |
| 2005-01-01 | 93.1034064704 |
| 2005-02-01 | 93.3401231099 |
| 2005-03-01 | 93.0835995150 |
| 2005-04-01 | 93.7930114255 |
| 2005-05-01 | 94.0376749101 |
| 2005-06-01 | 94.2422835708 |
| 2005-07-01 | 94.9586478127 |
| 2005-08-01 | 95.3918536360 |
| 2005-09-01 | 95.7574359729 |
| 2005-10-01 | 96.3954235560 |
| 2005-11-01 | 97.1385582601 |
| 2005-12-01 | 97.3374226119 |
| 2006-01-01 | 97.5711639335 |
| 2006-02-01 | 98.0371625939 |
| 2006-03-01 | 98.3181348402 |
| 2006-04-01 | 99.0057704084 |
| 2006-05-01 | 99.5428591416 |
| 2006-06-01 | 99.9984773679 |
| 2006-07-01 | 100.2162130004 |
| 2006-08-01 | 100.8941631293 |
| 2006-09-01 | 101.4898605114 |
| 2006-10-01 | 101.6598959252 |
| 2006-11-01 | 102.0250256742 |
| 2006-12-01 | 102.4346363130 |
| 2007-01-01 | 102.7345246521 |
| 2007-02-01 | 102.9327885482 |
| 2007-03-01 | 103.2336544346 |
| 2007-04-01 | 103.5298883692 |
| 2007-05-01 | 103.7334948893 |
| 2007-06-01 | 104.0381291350 |
| 2007-07-01 | 103.7056739222 |
| 2007-08-01 | 104.0121541729 |
| 2007-09-01 | 103.9861175311 |
| 2007-10-01 | 104.1535791161 |
| 2007-11-01 | 104.3216524764 |
| 2007-12-01 | 104.5638474059 |
| 2008-01-01 | 104.8028024473 |
| 2008-02-01 | 105.4215573708 |
| 2008-03-01 | 105.2025064625 |
| 2008-04-01 | 105.4335756398 |
| 2008-05-01 | 105.6232627809 |
| 2008-06-01 | 105.8531936999 |
| 2008-07-01 | 106.3250501528 |
| 2008-08-01 | 106.4215682002 |
| 2008-09-01 | 106.8922224649 |
| 2008-10-01 | 106.9585850048 |
| 2008-11-01 | 107.1072752360 |
| 2008-12-01 | 107.2033280579 |
| 2009-01-01 | 107.4878125112 |
| 2009-02-01 | 107.9032039415 |
| 2009-03-01 | 107.7574968891 |
| 2009-04-01 | 107.7426465875 |
| 2009-05-01 | 107.9204660935 |
| 2009-06-01 | 107.8439864783 |
| 2009-07-01 | 108.0564030720 |
| 2009-08-01 | 107.9439163839 |
| 2009-09-01 | 107.8708101678 |
| 2009-10-01 | 108.1686961861 |
| 2009-11-01 | 108.1927285024 |
| 2009-12-01 | 108.2583682886 |
| 2010-01-01 | 108.3098272047 |
| 2010-02-01 | 108.1770647205 |
| 2010-03-01 | 108.3043749902 |
| 2010-04-01 | 108.3371380419 |
| 2010-05-01 | 108.4069329259 |
| 2010-06-01 | 108.4041789146 |
| 2010-07-01 | 108.5106190444 |
| 2010-08-01 | 108.7580685232 |
| 2010-09-01 | 108.5416595942 |
| 2010-10-01 | 108.9890107492 |
| 2010-11-01 | 109.0794361284 |
| 2010-12-01 | 109.0873831900 |
| 2011-01-01 | 109.2733853339 |
| 2011-02-01 | 109.2749807940 |
| 2011-03-01 | 109.0657740608 |
| 2011-04-01 | 108.9318479895 |
| 2011-05-01 | 108.6716766625 |
| 2011-06-01 | 108.4274102504 |
| 2011-07-01 | 108.5701518887 |
| 2011-08-01 | 108.7836818613 |
| 2011-09-01 | 108.4987709634 |
| 2011-10-01 | 108.5192952615 |
| 2011-11-01 | 108.5779456774 |
| 2011-12-01 | 108.6135103396 |
| 2012-01-01 | 108.7505459442 |
| 2012-02-01 | 108.8644543085 |
| 2012-03-01 | 109.0458019101 |
| 2012-04-01 | 109.2268330829 |
| 2012-05-01 | 109.4164114784 |
| 2012-06-01 | 109.7337078106 |
| 2012-07-01 | 109.8330998725 |
| 2012-08-01 | 109.7020498431 |
| 2012-09-01 | 109.9709241290 |
| 2012-10-01 | 109.9498807160 |
| 2012-11-01 | 109.9716089791 |
| 2012-12-01 | 109.9227674600 |
| 2013-01-01 | 109.8197103823 |
| 2013-02-01 | 109.9599183875 |
| 2013-03-01 | 110.0417108069 |
| 2013-04-01 | 110.2253269982 |
| 2013-05-01 | 109.9577424682 |
| 2013-06-01 | 109.9596869684 |
| 2013-07-01 | 109.7825412046 |
| 2013-08-01 | 110.0415388872 |
| 2013-09-01 | 110.1433080777 |
| 2013-10-01 | 109.8682302892 |
| 2013-11-01 | 109.9745848567 |
| 2013-12-01 | 110.1422068636 |
| 2014-01-01 | 109.9482282203 |
| 2014-02-01 | 109.9281552314 |
| 2014-03-01 | 110.3453925937 |
| 2014-04-01 | 110.0181837139 |
| 2014-05-01 | 110.2145674052 |
| 2014-06-01 | 110.2405059135 |
| 2014-07-01 | 110.1373722521 |
| 2014-08-01 | 109.6638764848 |
| 2014-09-01 | 109.7301665774 |
| 2014-10-01 | 109.7692160478 |
| 2014-11-01 | 109.7767470784 |
| 2014-12-01 | 109.8600961784 |
| 2015-01-01 | 109.8236484731 |
| 2015-02-01 | 109.9879497672 |
| 2015-03-01 | 109.9508194151 |
| 2015-04-01 | 110.1127958198 |
| 2015-05-01 | 110.5981269226 |
| 2015-06-01 | 110.7747282336 |
| 2015-07-01 | 110.6818839517 |
| 2015-08-01 | 110.8915137620 |
| 2015-09-01 | 111.0255419412 |
| 2015-10-01 | 111.3383319380 |
| 2015-11-01 | 111.6704340648 |
| 2015-12-01 | 111.6642955627 |
| 2016-01-01 | 111.8739706156 |
| 2016-02-01 | 112.0298220174 |
| 2016-03-01 | 112.2756219521 |
| 2016-04-01 | 112.7094031584 |
| 2016-05-01 | 112.6174279579 |
| 2016-06-01 | 112.7424031741 |
| 2016-07-01 | 112.9326865407 |
| 2016-08-01 | 113.2068156458 |
| 2016-09-01 | 113.4270876174 |
| 2016-10-01 | 113.4881110108 |
| 2016-11-01 | 113.5484683915 |
| 2016-12-01 | 113.4592205791 |
| 2017-01-01 | 114.1172367661 |
| 2017-02-01 | 114.0760347290 |
| 2017-03-01 | 114.5999958465 |
| 2017-04-01 | 114.3000838529 |
| 2017-05-01 | 114.4652160717 |
| 2017-06-01 | 114.7184693769 |
| 2017-07-01 | 115.1746296988 |
| 2017-08-01 | 115.6306366862 |
| 2017-09-01 | 115.7054783382 |
| 2017-10-01 | 115.9331760743 |
| 2017-11-01 | 116.1352254157 |
| 2017-12-01 | 116.3344533079 |
| 2018-01-01 | 116.8787774385 |
| 2018-02-01 | 117.2375917966 |
| 2018-03-01 | 117.2157228497 |
| 2018-04-01 | 117.4839688862 |
| 2018-05-01 | 117.7276611467 |
| 2018-06-01 | 117.7777367788 |
| 2018-07-01 | 118.0198451071 |
| 2018-08-01 | 118.0472110703 |
| 2018-09-01 | 118.4859410630 |
| 2018-10-01 | 118.7817024499 |
| 2018-11-01 | 119.0201218694 |
| 2018-12-01 | 119.2915607353 |
| 2019-01-01 | 119.3687246245 |
| 2019-02-01 | 119.6345591978 |
| 2019-03-01 | 119.8026615936 |
| 2019-04-01 | 120.0882004047 |
| 2019-05-01 | 120.1655570926 |
| 2019-06-01 | 120.3116795378 |
| 2019-07-01 | 120.3344614029 |
| 2019-08-01 | 120.3858836015 |
| 2019-09-01 | 120.4547548360 |
| 2019-10-01 | 120.7670810495 |
| 2019-11-01 | 120.9231737856 |
| 2019-12-01 | 120.9326135625 |
| 2020-01-01 | 120.9931240418 |
| 2020-02-01 | 121.1398026538 |
| 2020-03-01 | 121.1576738438 |
| 2020-04-01 | 108.1708404795 |
| 2020-05-01 | 112.6746758588 |
| 2020-06-01 | 116.0903186361 |
| 2020-07-01 | 117.0355039529 |
| 2020-08-01 | 117.8433196821 |
| 2020-09-01 | 118.2454112454 |
| 2020-10-01 | 118.4871792693 |
| 2020-11-01 | 118.8338571540 |
| 2020-12-01 | 118.9938219978 |
| 2021-01-01 | 120.0229828885 |
| 2021-02-01 | 120.4542519526 |
| 2021-03-01 | 120.7888367371 |
| 2021-04-01 | 121.3233958541 |
| 2021-05-01 | 121.2853357783 |
| 2021-06-01 | 121.4603843401 |
| 2021-07-01 | 121.4224847679 |
| 2021-08-01 | 121.6043635504 |
| 2021-09-01 | 121.5314235571 |
| 2021-10-01 | 122.2303958542 |
| 2021-11-01 | 122.5476290112 |
| 2021-12-01 | 122.3506431865 |
| 2022-01-01 | 122.0385169295 |
| 2022-02-01 | 122.3579288961 |
| 2022-03-01 | 122.9159782426 |
| 2022-04-01 | 122.9280754615 |
| 2022-05-01 | 123.5723545835 |
| 2022-06-01 | 123.7240594731 |
| 2022-07-01 | 124.4198136470 |
| 2022-08-01 | 124.6644355568 |
| 2022-09-01 | 125.2532214443 |
| 2022-10-01 | 125.2874471770 |
| 2022-11-01 | 125.8430093223 |
| 2022-12-01 | 126.5323551375 |
| 2023-01-01 | 126.7320720564 |
| 2023-02-01 | 127.3547994401 |
| 2023-03-01 | 127.9647208409 |
| 2023-04-01 | 127.7303730584 |
| 2023-05-01 | 128.0423657672 |
| 2023-06-01 | 128.7969027946 |
| 2023-07-01 | 128.9145454700 |
| 2023-08-01 | 129.1305488033 |
| 2023-09-01 | 129.4822826761 |
| 2023-10-01 | 129.6599152183 |
| 2023-11-01 | 129.7343281843 |
| 2023-12-01 | 129.9376540164 |
| 2024-01-01 | 129.9035050041 |
| 2024-02-01 | 129.9197177702 |
| 2024-03-01 | 130.1293561025 |
| 2024-04-01 | 130.3005891283 |
| 2024-05-01 | 130.4240473087 |
| 2024-06-01 | 130.4681744949 |
| 2024-07-01 | 130.5317057479 |
| 2024-08-01 | 130.3805485219 |
| 2024-09-01 | 130.4295446598 |
| 2024-10-01 | 130.6144036670 |
| 2024-11-01 | 130.6151440620 |
| 2024-12-01 | 130.6661942097 |
| 2025-01-01 | 130.9614147117 |
| 2025-02-01 | 130.9860844633 |
| 2025-03-01 | 131.0268776729 |
| 2025-04-01 | 130.8569680591 |
| 2025-05-01 | 130.8117352033 |
| 2025-06-01 | 130.3534184183 |
| 2025-07-01 | 130.1478786662 |
| 2025-08-01 | 130.5055058176 |
| 2025-09-01 | 130.4660282665 |
| 2025-10-01 | 130.4484716658 |
| 2025-11-01 | 130.9087364076 |
| 2025-12-01 | 130.7045158552 |
| 2026-01-01 | 131.6160907152 |
| 2026-02-01 | 131.3562868622 |
| 2026-03-01 | 131.3335588579 |
| 2026-04-01 | 132.0124784905 |
| 2026-05-01 | 131.7067766180 |
| 2026-06-01 | 132.7536044530 |
| 2026-07-01 | 134.1773663132 |
| 2026-08-01 | 133.3129472898 |