Table Data - All Employees: Education and Health Services: Social Assistance in Pennsylvania
| Title | All Employees: Education and Health Services: Social Assistance in Pennsylvania |
|---|---|
| Series ID | SMU42000006562400001SA |
| 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 10:34 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 | 55.1389587250 |
| 1990-02-01 | 55.3698601505 |
| 1990-03-01 | 55.4586825923 |
| 1990-04-01 | 55.5744292973 |
| 1990-05-01 | 55.9423972590 |
| 1990-06-01 | 56.6437102724 |
| 1990-07-01 | 56.6314978791 |
| 1990-08-01 | 57.1349819212 |
| 1990-09-01 | 57.2654229711 |
| 1990-10-01 | 57.5459061826 |
| 1990-11-01 | 57.8293773850 |
| 1990-12-01 | 57.8741440567 |
| 1991-01-01 | 59.9586306381 |
| 1991-02-01 | 60.2875564401 |
| 1991-03-01 | 60.6410675055 |
| 1991-04-01 | 61.2550754955 |
| 1991-05-01 | 61.5948244210 |
| 1991-06-01 | 62.1388580667 |
| 1991-07-01 | 62.5041827703 |
| 1991-08-01 | 62.8714834865 |
| 1991-09-01 | 63.5847825938 |
| 1991-10-01 | 63.7623469661 |
| 1991-11-01 | 64.2255549796 |
| 1991-12-01 | 65.0756852923 |
| 1992-01-01 | 65.5839507937 |
| 1992-02-01 | 66.0247735389 |
| 1992-03-01 | 66.5200504121 |
| 1992-04-01 | 67.0472902857 |
| 1992-05-01 | 67.4595424441 |
| 1992-06-01 | 67.4249158005 |
| 1992-07-01 | 67.5512851590 |
| 1992-08-01 | 67.6737517310 |
| 1992-09-01 | 67.7984557564 |
| 1992-10-01 | 69.4727438576 |
| 1992-11-01 | 69.2307992153 |
| 1992-12-01 | 69.3769120635 |
| 1993-01-01 | 69.8192414454 |
| 1993-02-01 | 70.3832065633 |
| 1993-03-01 | 70.4204521440 |
| 1993-04-01 | 70.3543992611 |
| 1993-05-01 | 70.5443307898 |
| 1993-06-01 | 70.9001155952 |
| 1993-07-01 | 71.5796893782 |
| 1993-08-01 | 71.9461271530 |
| 1993-09-01 | 72.3336260245 |
| 1993-10-01 | 72.9705024821 |
| 1993-11-01 | 73.3283220446 |
| 1993-12-01 | 73.8982087377 |
| 1994-01-01 | 74.1762220257 |
| 1994-02-01 | 74.5395275234 |
| 1994-03-01 | 75.0193069955 |
| 1994-04-01 | 76.2594739495 |
| 1994-05-01 | 76.4991580534 |
| 1994-06-01 | 76.6382782650 |
| 1994-07-01 | 77.9962486939 |
| 1994-08-01 | 78.5163375815 |
| 1994-09-01 | 78.8973560433 |
| 1994-10-01 | 79.0824641015 |
| 1994-11-01 | 79.3275370477 |
| 1994-12-01 | 79.6050268882 |
| 1995-01-01 | 80.2680274746 |
| 1995-02-01 | 80.6122188417 |
| 1995-03-01 | 80.9461223415 |
| 1995-04-01 | 80.7577632224 |
| 1995-05-01 | 80.8530898295 |
| 1995-06-01 | 81.0384662862 |
| 1995-07-01 | 80.2153217776 |
| 1995-08-01 | 81.1557414940 |
| 1995-09-01 | 81.3634175215 |
| 1995-10-01 | 80.8984539620 |
| 1995-11-01 | 80.9187714725 |
| 1995-12-01 | 81.1410859307 |
| 1996-01-01 | 80.0177628412 |
| 1996-02-01 | 80.9465411844 |
| 1996-03-01 | 81.1894156539 |
| 1996-04-01 | 81.4740165341 |
| 1996-05-01 | 81.5552051389 |
| 1996-06-01 | 81.4150285971 |
| 1996-07-01 | 81.7360562618 |
| 1996-08-01 | 81.9125473461 |
| 1996-09-01 | 82.2042488076 |
| 1996-10-01 | 82.7452227836 |
| 1996-11-01 | 83.0230387957 |
| 1996-12-01 | 83.4621284466 |
| 1997-01-01 | 83.6736641980 |
| 1997-02-01 | 84.0814652410 |
| 1997-03-01 | 84.2419275923 |
| 1997-04-01 | 84.5658196580 |
| 1997-05-01 | 85.0351120022 |
| 1997-06-01 | 85.2778295467 |
| 1997-07-01 | 85.2303105238 |
| 1997-08-01 | 85.8164636774 |
| 1997-09-01 | 86.0596726836 |
| 1997-10-01 | 83.4036924192 |
| 1997-11-01 | 83.7319984853 |
| 1997-12-01 | 84.3970126494 |
| 1998-01-01 | 84.1681761438 |
| 1998-02-01 | 84.4519252208 |
| 1998-03-01 | 84.8892779122 |
| 1998-04-01 | 85.4020120995 |
| 1998-05-01 | 85.6743201580 |
| 1998-06-01 | 86.3639983456 |
| 1998-07-01 | 86.2418635848 |
| 1998-08-01 | 85.6889001162 |
| 1998-09-01 | 85.8905025056 |
| 1998-10-01 | 87.1781071321 |
| 1998-11-01 | 87.4547565807 |
| 1998-12-01 | 87.2191332308 |
| 1999-01-01 | 87.6625199896 |
| 1999-02-01 | 87.8174250020 |
| 1999-03-01 | 88.2354743116 |
| 1999-04-01 | 88.3369872300 |
| 1999-05-01 | 88.5081368472 |
| 1999-06-01 | 88.8643271988 |
| 1999-07-01 | 89.2421153478 |
| 1999-08-01 | 88.9613069616 |
| 1999-09-01 | 89.7433624104 |
| 1999-10-01 | 89.6312423103 |
| 1999-11-01 | 89.8007196748 |
| 1999-12-01 | 89.9493651316 |
| 2000-01-01 | 90.1381885196 |
| 2000-02-01 | 90.3751444887 |
| 2000-03-01 | 90.4544633120 |
| 2000-04-01 | 90.7888834461 |
| 2000-05-01 | 90.9427796119 |
| 2000-06-01 | 91.4697665622 |
| 2000-07-01 | 91.8947789666 |
| 2000-08-01 | 92.2167552868 |
| 2000-09-01 | 92.3772213869 |
| 2000-10-01 | 92.4589983643 |
| 2000-11-01 | 92.8534396564 |
| 2000-12-01 | 93.2584328997 |
| 2001-01-01 | 94.5478804933 |
| 2001-02-01 | 94.5684408550 |
| 2001-03-01 | 94.3687964937 |
| 2001-04-01 | 94.7108084045 |
| 2001-05-01 | 95.2394907297 |
| 2001-06-01 | 95.6798193368 |
| 2001-07-01 | 95.7725854750 |
| 2001-08-01 | 97.4754322583 |
| 2001-09-01 | 97.0285929783 |
| 2001-10-01 | 97.6660641710 |
| 2001-11-01 | 98.3072099063 |
| 2001-12-01 | 98.8656645979 |
| 2002-01-01 | 99.4709069954 |
| 2002-02-01 | 99.9889201499 |
| 2002-03-01 | 100.6872387405 |
| 2002-04-01 | 100.1937263957 |
| 2002-05-01 | 100.3940049353 |
| 2002-06-01 | 100.4050690622 |
| 2002-07-01 | 100.5980762050 |
| 2002-08-01 | 100.7585878395 |
| 2002-09-01 | 100.7778292176 |
| 2002-10-01 | 101.0183360562 |
| 2002-11-01 | 100.9184821663 |
| 2002-12-01 | 101.2635284475 |
| 2003-01-01 | 101.1731307944 |
| 2003-02-01 | 101.3328996570 |
| 2003-03-01 | 101.8128868013 |
| 2003-04-01 | 102.0375849181 |
| 2003-05-01 | 102.3569020449 |
| 2003-06-01 | 102.7930773246 |
| 2003-07-01 | 102.6513183053 |
| 2003-08-01 | 103.1992963579 |
| 2003-09-01 | 103.4222847861 |
| 2003-10-01 | 103.7362090289 |
| 2003-11-01 | 104.0972785636 |
| 2003-12-01 | 104.8673776587 |
| 2004-01-01 | 104.5657315470 |
| 2004-02-01 | 104.6935768105 |
| 2004-03-01 | 105.5482451236 |
| 2004-04-01 | 106.1353102743 |
| 2004-05-01 | 107.0720378045 |
| 2004-06-01 | 108.1896562901 |
| 2004-07-01 | 109.0049495146 |
| 2004-08-01 | 109.8206762829 |
| 2004-09-01 | 110.4975848570 |
| 2004-10-01 | 111.0644964076 |
| 2004-11-01 | 112.0431190086 |
| 2004-12-01 | 113.1835578605 |
| 2005-01-01 | 114.5541667256 |
| 2005-02-01 | 115.9572928717 |
| 2005-03-01 | 116.4895850407 |
| 2005-04-01 | 118.7988241589 |
| 2005-05-01 | 119.9021001510 |
| 2005-06-01 | 120.5574718432 |
| 2005-07-01 | 123.0514905796 |
| 2005-08-01 | 124.0099673264 |
| 2005-09-01 | 125.4206528621 |
| 2005-10-01 | 126.8405615837 |
| 2005-11-01 | 127.8957839855 |
| 2005-12-01 | 128.5211210115 |
| 2006-01-01 | 129.4253123225 |
| 2006-02-01 | 129.7586155843 |
| 2006-03-01 | 130.3110355302 |
| 2006-04-01 | 131.7712830226 |
| 2006-05-01 | 131.0234590292 |
| 2006-06-01 | 131.3686315959 |
| 2006-07-01 | 131.9742177078 |
| 2006-08-01 | 131.9932596543 |
| 2006-09-01 | 131.8845463123 |
| 2006-10-01 | 133.4292792673 |
| 2006-11-01 | 133.8265430120 |
| 2006-12-01 | 134.3386899908 |
| 2007-01-01 | 134.5229920539 |
| 2007-02-01 | 134.9823519248 |
| 2007-03-01 | 135.3844617151 |
| 2007-04-01 | 136.5351748332 |
| 2007-05-01 | 137.2791040217 |
| 2007-06-01 | 137.6358644822 |
| 2007-07-01 | 138.2320327946 |
| 2007-08-01 | 138.8653336678 |
| 2007-09-01 | 139.3189810794 |
| 2007-10-01 | 140.3558910417 |
| 2007-11-01 | 141.1023350447 |
| 2007-12-01 | 141.0092993754 |
| 2008-01-01 | 142.6290420130 |
| 2008-02-01 | 143.7085429362 |
| 2008-03-01 | 143.8204846136 |
| 2008-04-01 | 144.3148163588 |
| 2008-05-01 | 145.0433939887 |
| 2008-06-01 | 145.7904536656 |
| 2008-07-01 | 146.3130265883 |
| 2008-08-01 | 147.7310608641 |
| 2008-09-01 | 148.5212534468 |
| 2008-10-01 | 149.1116522625 |
| 2008-11-01 | 149.5839513364 |
| 2008-12-01 | 150.2331286166 |
| 2009-01-01 | 151.0515652300 |
| 2009-02-01 | 152.0514321115 |
| 2009-03-01 | 152.5410226904 |
| 2009-04-01 | 152.5412490577 |
| 2009-05-01 | 152.9365870639 |
| 2009-06-01 | 153.4552274213 |
| 2009-07-01 | 154.1941580523 |
| 2009-08-01 | 153.2266691622 |
| 2009-09-01 | 152.4285449969 |
| 2009-10-01 | 153.3572753235 |
| 2009-11-01 | 154.1963035400 |
| 2009-12-01 | 154.2136681692 |
| 2010-01-01 | 154.6967344288 |
| 2010-02-01 | 154.4863544819 |
| 2010-03-01 | 155.9624190582 |
| 2010-04-01 | 157.9979440719 |
| 2010-05-01 | 158.3265268739 |
| 2010-06-01 | 158.7254094791 |
| 2010-07-01 | 159.6569718740 |
| 2010-08-01 | 160.2445347772 |
| 2010-09-01 | 160.8615754668 |
| 2010-10-01 | 161.3549504715 |
| 2010-11-01 | 161.6429493458 |
| 2010-12-01 | 162.3754642740 |
| 2011-01-01 | 162.8469945545 |
| 2011-02-01 | 162.5158346725 |
| 2011-03-01 | 162.7417347237 |
| 2011-04-01 | 162.5605152883 |
| 2011-05-01 | 162.0318445463 |
| 2011-06-01 | 162.2910161237 |
| 2011-07-01 | 162.9076867063 |
| 2011-08-01 | 163.2864000510 |
| 2011-09-01 | 164.1164502304 |
| 2011-10-01 | 164.2516830044 |
| 2011-11-01 | 164.4821268940 |
| 2011-12-01 | 165.1289657479 |
| 2012-01-01 | 165.1978927487 |
| 2012-02-01 | 166.0822848740 |
| 2012-03-01 | 166.5994862098 |
| 2012-04-01 | 167.1157916322 |
| 2012-05-01 | 167.7402604929 |
| 2012-06-01 | 167.8231951295 |
| 2012-07-01 | 166.7929312051 |
| 2012-08-01 | 168.1859055090 |
| 2012-09-01 | 168.2579038061 |
| 2012-10-01 | 167.6822710097 |
| 2012-11-01 | 167.7978929685 |
| 2012-12-01 | 167.9299384480 |
| 2013-01-01 | 167.0895386736 |
| 2013-02-01 | 168.4045832786 |
| 2013-03-01 | 168.7238184121 |
| 2013-04-01 | 167.4562604656 |
| 2013-05-01 | 167.2757472558 |
| 2013-06-01 | 167.8556758544 |
| 2013-07-01 | 165.6901617742 |
| 2013-08-01 | 167.3158359050 |
| 2013-09-01 | 168.2008908374 |
| 2013-10-01 | 168.8539917378 |
| 2013-11-01 | 169.9589846648 |
| 2013-12-01 | 169.6165055600 |
| 2014-01-01 | 170.2174763114 |
| 2014-02-01 | 169.6041550577 |
| 2014-03-01 | 170.8516004159 |
| 2014-04-01 | 171.4752697314 |
| 2014-05-01 | 172.4105983491 |
| 2014-06-01 | 172.9145930655 |
| 2014-07-01 | 172.6958275358 |
| 2014-08-01 | 173.9673620008 |
| 2014-09-01 | 174.3549217353 |
| 2014-10-01 | 176.1759283562 |
| 2014-11-01 | 176.1303417030 |
| 2014-12-01 | 176.7177335861 |
| 2015-01-01 | 177.2197739353 |
| 2015-02-01 | 177.7750201968 |
| 2015-03-01 | 177.7698472815 |
| 2015-04-01 | 178.5814734280 |
| 2015-05-01 | 179.6404745647 |
| 2015-06-01 | 180.1462260987 |
| 2015-07-01 | 181.3575601609 |
| 2015-08-01 | 181.8356417047 |
| 2015-09-01 | 181.6785013851 |
| 2015-10-01 | 183.8315885035 |
| 2015-11-01 | 184.5220669036 |
| 2015-12-01 | 185.5064822564 |
| 2016-01-01 | 186.6780369903 |
| 2016-02-01 | 188.0544780305 |
| 2016-03-01 | 189.3665165886 |
| 2016-04-01 | 191.4150152345 |
| 2016-05-01 | 191.9204179943 |
| 2016-06-01 | 192.4870856295 |
| 2016-07-01 | 193.9816206946 |
| 2016-08-01 | 194.8854522845 |
| 2016-09-01 | 196.0802673999 |
| 2016-10-01 | 195.5484947144 |
| 2016-11-01 | 196.3567344940 |
| 2016-12-01 | 198.1486026363 |
| 2017-01-01 | 200.5532924568 |
| 2017-02-01 | 201.5330536100 |
| 2017-03-01 | 202.7289275814 |
| 2017-04-01 | 204.1321461425 |
| 2017-05-01 | 204.8863478657 |
| 2017-06-01 | 207.0681813521 |
| 2017-07-01 | 207.8836763925 |
| 2017-08-01 | 208.4479571759 |
| 2017-09-01 | 210.1495749899 |
| 2017-10-01 | 209.9291540129 |
| 2017-11-01 | 211.2892967554 |
| 2017-12-01 | 213.0993784987 |
| 2018-01-01 | 213.4089395486 |
| 2018-02-01 | 215.1118612229 |
| 2018-03-01 | 216.5303388469 |
| 2018-04-01 | 217.4827522066 |
| 2018-05-01 | 218.9224660158 |
| 2018-06-01 | 220.4617082294 |
| 2018-07-01 | 221.1233654633 |
| 2018-08-01 | 222.1947886608 |
| 2018-09-01 | 223.0300778185 |
| 2018-10-01 | 224.7884926746 |
| 2018-11-01 | 226.2367871617 |
| 2018-12-01 | 227.6851799462 |
| 2019-01-01 | 228.8691603845 |
| 2019-02-01 | 229.6073140866 |
| 2019-03-01 | 231.2912717921 |
| 2019-04-01 | 232.8428615324 |
| 2019-05-01 | 234.6280787068 |
| 2019-06-01 | 235.2370766329 |
| 2019-07-01 | 236.2016329027 |
| 2019-08-01 | 237.4427334737 |
| 2019-09-01 | 237.7468505685 |
| 2019-10-01 | 238.9102238027 |
| 2019-11-01 | 240.1863261154 |
| 2019-12-01 | 240.7830953313 |
| 2020-01-01 | 243.6496732056 |
| 2020-02-01 | 242.8750102753 |
| 2020-03-01 | 241.3227811187 |
| 2020-04-01 | 195.6839395737 |
| 2020-05-01 | 202.3848732083 |
| 2020-06-01 | 212.3308607678 |
| 2020-07-01 | 216.3968263969 |
| 2020-08-01 | 220.7578839456 |
| 2020-09-01 | 222.5232579368 |
| 2020-10-01 | 225.4213469772 |
| 2020-11-01 | 223.8260617787 |
| 2020-12-01 | 223.5259617049 |
| 2021-01-01 | 224.2094553902 |
| 2021-02-01 | 225.2889565269 |
| 2021-03-01 | 227.3117357760 |
| 2021-04-01 | 228.3077954507 |
| 2021-05-01 | 228.1719346573 |
| 2021-06-01 | 228.2149049238 |
| 2021-07-01 | 228.2738291216 |
| 2021-08-01 | 228.0366917376 |
| 2021-09-01 | 228.2173186757 |
| 2021-10-01 | 231.0977701978 |
| 2021-11-01 | 232.3867630346 |
| 2021-12-01 | 234.8658553302 |
| 2022-01-01 | 233.9433073403 |
| 2022-02-01 | 236.3618954661 |
| 2022-03-01 | 238.0177407707 |
| 2022-04-01 | 239.9987398714 |
| 2022-05-01 | 243.2967054343 |
| 2022-06-01 | 241.4780819067 |
| 2022-07-01 | 245.1734674619 |
| 2022-08-01 | 245.6773089155 |
| 2022-09-01 | 248.2451307253 |
| 2022-10-01 | 249.5129402836 |
| 2022-11-01 | 250.6521761429 |
| 2022-12-01 | 251.8337604591 |
| 2023-01-01 | 252.0570796104 |
| 2023-02-01 | 253.8052848416 |
| 2023-03-01 | 255.0108680916 |
| 2023-04-01 | 256.1489994884 |
| 2023-05-01 | 257.0310753381 |
| 2023-06-01 | 258.8797156353 |
| 2023-07-01 | 261.0210507999 |
| 2023-08-01 | 262.1407622275 |
| 2023-09-01 | 263.5062862698 |
| 2023-10-01 | 264.8071865150 |
| 2023-11-01 | 266.0284878230 |
| 2023-12-01 | 268.4768667534 |
| 2024-01-01 | 273.3727635496 |
| 2024-02-01 | 274.7338857271 |
| 2024-03-01 | 276.2126085444 |
| 2024-04-01 | 276.6141823432 |
| 2024-05-01 | 277.7943175377 |
| 2024-06-01 | 279.5206248981 |
| 2024-07-01 | 278.9853696597 |
| 2024-08-01 | 280.4111678743 |
| 2024-09-01 | 281.2804966966 |
| 2024-10-01 | 281.5794255294 |
| 2024-11-01 | 283.4824121397 |
| 2024-12-01 | 284.2319003367 |
| 2025-01-01 | 285.2950787562 |
| 2025-02-01 | 286.2012202445 |
| 2025-03-01 | 287.3935777737 |
| 2025-04-01 | 288.9162962590 |
| 2025-05-01 | 289.6261349231 |
| 2025-06-01 | 289.5106511359 |
| 2025-07-01 | 292.2070827788 |
| 2025-08-01 | 293.4927919570 |
| 2025-09-01 | 293.3107881800 |
| 2025-10-01 | 293.3464228402 |
| 2025-11-01 | 294.0211168567 |
| 2025-12-01 | 295.0088951236 |
| 2026-01-01 | 295.1249038882 |
| 2026-02-01 | 294.2691762658 |
| 2026-03-01 | 293.1562847161 |
| 2026-04-01 | 294.6628981186 |
| 2026-05-01 | 296.0233127194 |
| 2026-06-01 | 299.0833836036 |
| 2026-07-01 | 296.7267355271 |
| 2026-08-01 | 296.7122811148 |
| 2026-09-01 | 298.1871174239 |