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 2026-08-01 |
| 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 | 55.1390121028 |
| 1990-02-01 | 55.3699096167 |
| 1990-03-01 | 55.4587075057 |
| 1990-04-01 | 55.5744445505 |
| 1990-05-01 | 55.9424041345 |
| 1990-06-01 | 56.6437034888 |
| 1990-07-01 | 56.6314886328 |
| 1990-08-01 | 57.1349635128 |
| 1990-09-01 | 57.2654178837 |
| 1990-10-01 | 57.5458792967 |
| 1990-11-01 | 57.8293422781 |
| 1990-12-01 | 57.8740967356 |
| 1991-01-01 | 59.9586820606 |
| 1991-02-01 | 60.2876088245 |
| 1991-03-01 | 60.6410922041 |
| 1991-04-01 | 61.2550916542 |
| 1991-05-01 | 61.5948317249 |
| 1991-06-01 | 62.1388509773 |
| 1991-07-01 | 62.5041734012 |
| 1991-08-01 | 62.8714651105 |
| 1991-09-01 | 63.5847772099 |
| 1991-10-01 | 63.7623206985 |
| 1991-11-01 | 64.2255213081 |
| 1991-12-01 | 65.0756397859 |
| 1992-01-01 | 65.5839955388 |
| 1992-02-01 | 66.0248260577 |
| 1992-03-01 | 66.5200727605 |
| 1992-04-01 | 67.0473063124 |
| 1992-05-01 | 67.4595492239 |
| 1992-06-01 | 67.4249092635 |
| 1992-07-01 | 67.5512755573 |
| 1992-08-01 | 67.6737364868 |
| 1992-09-01 | 67.7984408979 |
| 1992-10-01 | 69.4727239914 |
| 1992-11-01 | 69.2307758121 |
| 1992-12-01 | 69.3768825738 |
| 1993-01-01 | 69.8192717106 |
| 1993-02-01 | 70.3832512106 |
| 1993-03-01 | 70.4204709274 |
| 1993-04-01 | 70.3544138714 |
| 1993-05-01 | 70.5443357316 |
| 1993-06-01 | 70.9001090180 |
| 1993-07-01 | 71.5796791540 |
| 1993-08-01 | 71.9461146200 |
| 1993-09-01 | 72.3335974059 |
| 1993-10-01 | 72.9704929369 |
| 1993-11-01 | 73.3283130711 |
| 1993-12-01 | 73.8981970902 |
| 1994-01-01 | 74.1762399606 |
| 1994-02-01 | 74.5395655400 |
| 1994-03-01 | 75.0193218358 |
| 1994-04-01 | 76.2594864916 |
| 1994-05-01 | 76.4991602606 |
| 1994-06-01 | 76.6382706841 |
| 1994-07-01 | 77.9962354913 |
| 1994-08-01 | 78.5163224631 |
| 1994-09-01 | 78.8972995797 |
| 1994-10-01 | 79.0824773228 |
| 1994-11-01 | 79.3275488775 |
| 1994-12-01 | 79.6050318653 |
| 1995-01-01 | 80.2680399580 |
| 1995-02-01 | 80.6122482608 |
| 1995-03-01 | 80.9461350683 |
| 1995-04-01 | 80.7577727087 |
| 1995-05-01 | 80.8530882100 |
| 1995-06-01 | 81.0384569083 |
| 1995-07-01 | 80.2153048306 |
| 1995-08-01 | 81.1557198022 |
| 1995-09-01 | 81.3633394840 |
| 1995-10-01 | 80.8984901514 |
| 1995-11-01 | 80.9187994551 |
| 1995-12-01 | 81.1410968886 |
| 1996-01-01 | 80.0177803159 |
| 1996-02-01 | 80.9465639822 |
| 1996-03-01 | 81.1894264166 |
| 1996-04-01 | 81.4740220169 |
| 1996-05-01 | 81.5551996884 |
| 1996-06-01 | 81.4150177092 |
| 1996-07-01 | 81.7360348597 |
| 1996-08-01 | 81.9125196960 |
| 1996-09-01 | 82.2041536625 |
| 1996-10-01 | 82.7452798583 |
| 1996-11-01 | 83.0230800136 |
| 1996-12-01 | 83.4621430508 |
| 1997-01-01 | 83.6736871387 |
| 1997-02-01 | 84.0814829683 |
| 1997-03-01 | 84.2419370746 |
| 1997-04-01 | 84.5658207398 |
| 1997-05-01 | 85.0351030505 |
| 1997-06-01 | 85.2778173458 |
| 1997-07-01 | 85.2302852012 |
| 1997-08-01 | 85.8164308565 |
| 1997-09-01 | 86.0595815461 |
| 1997-10-01 | 83.4037525235 |
| 1997-11-01 | 83.7320417365 |
| 1997-12-01 | 84.3970287616 |
| 1998-01-01 | 84.1681990935 |
| 1998-02-01 | 84.4519424074 |
| 1998-03-01 | 84.8892839120 |
| 1998-04-01 | 85.4020092826 |
| 1998-05-01 | 85.6743097023 |
| 1998-06-01 | 86.3639869055 |
| 1998-07-01 | 86.2418387375 |
| 1998-08-01 | 85.6888673574 |
| 1998-09-01 | 85.8904270450 |
| 1998-10-01 | 87.1781672118 |
| 1998-11-01 | 87.4547980609 |
| 1998-12-01 | 87.2191469668 |
| 1999-01-01 | 87.6625407136 |
| 1999-02-01 | 87.8174407189 |
| 1999-03-01 | 88.2354758959 |
| 1999-04-01 | 88.3369813618 |
| 1999-05-01 | 88.5081264915 |
| 1999-06-01 | 88.8643181600 |
| 1999-07-01 | 89.2420938482 |
| 1999-08-01 | 88.9612796140 |
| 1999-09-01 | 89.7433133942 |
| 1999-10-01 | 89.6312862579 |
| 1999-11-01 | 89.8007497065 |
| 1999-12-01 | 89.9493758345 |
| 2000-01-01 | 90.1382039639 |
| 2000-02-01 | 90.3751574225 |
| 2000-03-01 | 90.4544618299 |
| 2000-04-01 | 90.7888774367 |
| 2000-05-01 | 90.9427715932 |
| 2000-06-01 | 91.4697603753 |
| 2000-07-01 | 91.8947638042 |
| 2000-08-01 | 92.2167388070 |
| 2000-09-01 | 92.3771935040 |
| 2000-10-01 | 92.4590244909 |
| 2000-11-01 | 92.8534579492 |
| 2000-12-01 | 93.2584394728 |
| 2001-01-01 | 94.5478903713 |
| 2001-02-01 | 94.5684507412 |
| 2001-03-01 | 94.3687937135 |
| 2001-04-01 | 94.7108034615 |
| 2001-05-01 | 95.2394858057 |
| 2001-06-01 | 95.6798157024 |
| 2001-07-01 | 95.7725762180 |
| 2001-08-01 | 97.4754252939 |
| 2001-09-01 | 97.0285856818 |
| 2001-10-01 | 97.6660710873 |
| 2001-11-01 | 98.3072166550 |
| 2001-12-01 | 98.8656682919 |
| 2002-01-01 | 99.4709121980 |
| 2002-02-01 | 99.9889280767 |
| 2002-03-01 | 100.6872365239 |
| 2002-04-01 | 100.1937238687 |
| 2002-05-01 | 100.3940029146 |
| 2002-06-01 | 100.4050672534 |
| 2002-07-01 | 100.5980714032 |
| 2002-08-01 | 100.7585842225 |
| 2002-09-01 | 100.7778289046 |
| 2002-10-01 | 101.0183371146 |
| 2002-11-01 | 100.9184841579 |
| 2002-12-01 | 101.2635285022 |
| 2003-01-01 | 101.1731334017 |
| 2003-02-01 | 101.3329051560 |
| 2003-03-01 | 101.8128856636 |
| 2003-04-01 | 102.0375839032 |
| 2003-05-01 | 102.3569012591 |
| 2003-06-01 | 102.7930768325 |
| 2003-07-01 | 102.6513161574 |
| 2003-08-01 | 103.1992944554 |
| 2003-09-01 | 103.4222851348 |
| 2003-10-01 | 103.7362094315 |
| 2003-11-01 | 104.0972790057 |
| 2003-12-01 | 104.8673762209 |
| 2004-01-01 | 104.5657327835 |
| 2004-02-01 | 104.6935802568 |
| 2004-03-01 | 105.5482448918 |
| 2004-04-01 | 106.1353100479 |
| 2004-05-01 | 107.0720375381 |
| 2004-06-01 | 108.1896559464 |
| 2004-07-01 | 109.0049482970 |
| 2004-08-01 | 109.8206752564 |
| 2004-09-01 | 110.4975851090 |
| 2004-10-01 | 111.0644967136 |
| 2004-11-01 | 112.0431194511 |
| 2004-12-01 | 113.1835564941 |
| 2005-01-01 | 114.5541674560 |
| 2005-02-01 | 115.9572942391 |
| 2005-03-01 | 116.4895853950 |
| 2005-04-01 | 118.7988242322 |
| 2005-05-01 | 119.9020999851 |
| 2005-06-01 | 120.5574714068 |
| 2005-07-01 | 123.0514902265 |
| 2005-08-01 | 124.0099670716 |
| 2005-09-01 | 125.4206528076 |
| 2005-10-01 | 126.8405617512 |
| 2005-11-01 | 127.8957842893 |
| 2005-12-01 | 128.5211198196 |
| 2006-01-01 | 129.4253126083 |
| 2006-02-01 | 129.7586163852 |
| 2006-03-01 | 130.3110358058 |
| 2006-04-01 | 131.7712830622 |
| 2006-05-01 | 131.0234590169 |
| 2006-06-01 | 131.3686314068 |
| 2006-07-01 | 131.9742176008 |
| 2006-08-01 | 131.9932595961 |
| 2006-09-01 | 131.8845463143 |
| 2006-10-01 | 133.4292793435 |
| 2006-11-01 | 133.8265431017 |
| 2006-12-01 | 134.3386892751 |
| 2007-01-01 | 134.5229921116 |
| 2007-02-01 | 134.9823522935 |
| 2007-03-01 | 135.3844618898 |
| 2007-04-01 | 136.5351749591 |
| 2007-05-01 | 137.2791040918 |
| 2007-06-01 | 137.6358644042 |
| 2007-07-01 | 138.2320327028 |
| 2007-08-01 | 138.8653335877 |
| 2007-09-01 | 139.3189809509 |
| 2007-10-01 | 140.3558909351 |
| 2007-11-01 | 141.1023350175 |
| 2007-12-01 | 141.0092994627 |
| 2008-01-01 | 142.6290421613 |
| 2008-02-01 | 143.7085430980 |
| 2008-03-01 | 143.8204847662 |
| 2008-04-01 | 144.3148164751 |
| 2008-05-01 | 145.0433939183 |
| 2008-06-01 | 145.7904534872 |
| 2008-07-01 | 146.3130263162 |
| 2008-08-01 | 147.7310605668 |
| 2008-09-01 | 148.5212530500 |
| 2008-10-01 | 149.1116520792 |
| 2008-11-01 | 149.5839516440 |
| 2008-12-01 | 150.2331293510 |
| 2009-01-01 | 151.0515659946 |
| 2009-02-01 | 152.0514325819 |
| 2009-03-01 | 152.5410226771 |
| 2009-04-01 | 152.5412488124 |
| 2009-05-01 | 152.9365865089 |
| 2009-06-01 | 153.4552268811 |
| 2009-07-01 | 154.1941571793 |
| 2009-08-01 | 153.2266683600 |
| 2009-09-01 | 152.4285446880 |
| 2009-10-01 | 153.3572755025 |
| 2009-11-01 | 154.1963037264 |
| 2009-12-01 | 154.2136682022 |
| 2010-01-01 | 154.6967406270 |
| 2010-02-01 | 154.4863543514 |
| 2010-03-01 | 155.9624157380 |
| 2010-04-01 | 157.9979446564 |
| 2010-05-01 | 158.3265274406 |
| 2010-06-01 | 158.7254069446 |
| 2010-07-01 | 159.6569705538 |
| 2010-08-01 | 160.2445332334 |
| 2010-09-01 | 160.8615746531 |
| 2010-10-01 | 161.3549503953 |
| 2010-11-01 | 161.6429495265 |
| 2010-12-01 | 162.3754635304 |
| 2011-01-01 | 162.8470070319 |
| 2011-02-01 | 162.5158310461 |
| 2011-03-01 | 162.7417299299 |
| 2011-04-01 | 162.5605192744 |
| 2011-05-01 | 162.0318496656 |
| 2011-06-01 | 162.2910149314 |
| 2011-07-01 | 162.9076826857 |
| 2011-08-01 | 163.2863938781 |
| 2011-09-01 | 164.1164418043 |
| 2011-10-01 | 164.2516863139 |
| 2011-11-01 | 164.4821228241 |
| 2011-12-01 | 165.1289634396 |
| 2012-01-01 | 165.1979125131 |
| 2012-02-01 | 166.0822790478 |
| 2012-03-01 | 166.5994834574 |
| 2012-04-01 | 167.1158043521 |
| 2012-05-01 | 167.7402735691 |
| 2012-06-01 | 167.8231975391 |
| 2012-07-01 | 166.7929285707 |
| 2012-08-01 | 168.1859017637 |
| 2012-09-01 | 168.2578451796 |
| 2012-10-01 | 167.6822843928 |
| 2012-11-01 | 167.7978884746 |
| 2012-12-01 | 167.9299386539 |
| 2013-01-01 | 167.0895629952 |
| 2013-02-01 | 168.4045780055 |
| 2013-03-01 | 168.7238204154 |
| 2013-04-01 | 167.4563019122 |
| 2013-05-01 | 167.2757616990 |
| 2013-06-01 | 167.8556802856 |
| 2013-07-01 | 165.6901644420 |
| 2013-08-01 | 167.3158479232 |
| 2013-09-01 | 168.2007364499 |
| 2013-10-01 | 168.8540098814 |
| 2013-11-01 | 169.9589925871 |
| 2013-12-01 | 169.6165140080 |
| 2014-01-01 | 170.2175109909 |
| 2014-02-01 | 169.6041598144 |
| 2014-03-01 | 170.8516131334 |
| 2014-04-01 | 171.4753506879 |
| 2014-05-01 | 172.4106278844 |
| 2014-06-01 | 172.9145419949 |
| 2014-07-01 | 172.6958414324 |
| 2014-08-01 | 173.9673865410 |
| 2014-09-01 | 174.3546564669 |
| 2014-10-01 | 176.1759300664 |
| 2014-11-01 | 176.1303830931 |
| 2014-12-01 | 176.7177807406 |
| 2015-01-01 | 177.2198415902 |
| 2015-02-01 | 177.7750599944 |
| 2015-03-01 | 177.7698894486 |
| 2015-04-01 | 178.5815965904 |
| 2015-05-01 | 179.6405042930 |
| 2015-06-01 | 180.1460838982 |
| 2015-07-01 | 181.3575342952 |
| 2015-08-01 | 181.8356193913 |
| 2015-09-01 | 181.6781254501 |
| 2015-10-01 | 183.8315535048 |
| 2015-11-01 | 184.5221707713 |
| 2015-12-01 | 185.5066282398 |
| 2016-01-01 | 186.6782059713 |
| 2016-02-01 | 188.0546254495 |
| 2016-03-01 | 189.3666568265 |
| 2016-04-01 | 191.4152135053 |
| 2016-05-01 | 191.9204582048 |
| 2016-06-01 | 192.4867711418 |
| 2016-07-01 | 193.9813852874 |
| 2016-08-01 | 194.8851009267 |
| 2016-09-01 | 196.0795870297 |
| 2016-10-01 | 195.5483562087 |
| 2016-11-01 | 196.3569931859 |
| 2016-12-01 | 198.1491646332 |
| 2017-01-01 | 200.5540947523 |
| 2017-02-01 | 201.5340227632 |
| 2017-03-01 | 202.7283611444 |
| 2017-04-01 | 204.1327493221 |
| 2017-05-01 | 204.8862420763 |
| 2017-06-01 | 207.0673101489 |
| 2017-07-01 | 207.8827299955 |
| 2017-08-01 | 208.4469214556 |
| 2017-09-01 | 210.1484196444 |
| 2017-10-01 | 209.9288645077 |
| 2017-11-01 | 211.2900632702 |
| 2017-12-01 | 213.1010129202 |
| 2018-01-01 | 213.4111242760 |
| 2018-02-01 | 215.1141978139 |
| 2018-03-01 | 216.5289753540 |
| 2018-04-01 | 217.4834495259 |
| 2018-05-01 | 218.9218032129 |
| 2018-06-01 | 220.4597804628 |
| 2018-07-01 | 221.1211121748 |
| 2018-08-01 | 222.1927143502 |
| 2018-09-01 | 223.0282677198 |
| 2018-10-01 | 224.7872937208 |
| 2018-11-01 | 226.2368296300 |
| 2018-12-01 | 227.6914552944 |
| 2019-01-01 | 228.8751791297 |
| 2019-02-01 | 229.6102208392 |
| 2019-03-01 | 231.2891875697 |
| 2019-04-01 | 232.8448605296 |
| 2019-05-01 | 234.6222383883 |
| 2019-06-01 | 235.2335462277 |
| 2019-07-01 | 236.1988308394 |
| 2019-08-01 | 237.4397672600 |
| 2019-09-01 | 237.7440929558 |
| 2019-10-01 | 238.9080914988 |
| 2019-11-01 | 240.1859629322 |
| 2019-12-01 | 240.7950760748 |
| 2020-01-01 | 243.6605393204 |
| 2020-02-01 | 242.8784561847 |
| 2020-03-01 | 241.3208377652 |
| 2020-04-01 | 195.6857014982 |
| 2020-05-01 | 202.3747733763 |
| 2020-06-01 | 212.3263073482 |
| 2020-07-01 | 216.3938877002 |
| 2020-08-01 | 220.7542182964 |
| 2020-09-01 | 222.5200424426 |
| 2020-10-01 | 225.4185428314 |
| 2020-11-01 | 223.8243960175 |
| 2020-12-01 | 223.5402429615 |
| 2021-01-01 | 224.2323516192 |
| 2021-02-01 | 225.2909607036 |
| 2021-03-01 | 227.3092611914 |
| 2021-04-01 | 228.3090061842 |
| 2021-05-01 | 228.1524978811 |
| 2021-06-01 | 228.2050032335 |
| 2021-07-01 | 228.2679114185 |
| 2021-08-01 | 228.0316988544 |
| 2021-09-01 | 228.2150931504 |
| 2021-10-01 | 231.0979867250 |
| 2021-11-01 | 232.3890584680 |
| 2021-12-01 | 234.8844961066 |
| 2022-01-01 | 233.9810943687 |
| 2022-02-01 | 236.3646432038 |
| 2022-03-01 | 238.0145658637 |
| 2022-04-01 | 239.9937287506 |
| 2022-05-01 | 243.2651745641 |
| 2022-06-01 | 241.4560066533 |
| 2022-07-01 | 245.1569338601 |
| 2022-08-01 | 245.6689413831 |
| 2022-09-01 | 248.2485587585 |
| 2022-10-01 | 249.5246995850 |
| 2022-11-01 | 250.6673673571 |
| 2022-12-01 | 251.8635265218 |
| 2023-01-01 | 252.1161643177 |
| 2023-02-01 | 253.8109010548 |
| 2023-03-01 | 255.0023704761 |
| 2023-04-01 | 256.1322990656 |
| 2023-05-01 | 256.9792320628 |
| 2023-06-01 | 258.8369537323 |
| 2023-07-01 | 260.9623703279 |
| 2023-08-01 | 262.1212505372 |
| 2023-09-01 | 263.5473611884 |
| 2023-10-01 | 264.8509488146 |
| 2023-11-01 | 266.0738063486 |
| 2023-12-01 | 268.5274163923 |
| 2024-01-01 | 273.4470510955 |
| 2024-02-01 | 274.7401485439 |
| 2024-03-01 | 276.1875676497 |
| 2024-04-01 | 276.5712929613 |
| 2024-05-01 | 277.7156701459 |
| 2024-06-01 | 279.4492424181 |
| 2024-07-01 | 278.8691793863 |
| 2024-08-01 | 280.3692599139 |
| 2024-09-01 | 281.3946934563 |
| 2024-10-01 | 281.6647828589 |
| 2024-11-01 | 283.5640262837 |
| 2024-12-01 | 284.3053267264 |
| 2025-01-01 | 285.3845744649 |
| 2025-02-01 | 286.2044119634 |
| 2025-03-01 | 287.3452095828 |
| 2025-04-01 | 288.8448945788 |
| 2025-05-01 | 289.5217273120 |
| 2025-06-01 | 289.4114686904 |
| 2025-07-01 | 292.0228827439 |
| 2025-08-01 | 293.4240438668 |
| 2025-09-01 | 293.5183495686 |
| 2025-10-01 | 293.4751155709 |
| 2025-11-01 | 294.1384102364 |
| 2025-12-01 | 295.1054004173 |
| 2026-01-01 | 295.2186249742 |
| 2026-02-01 | 294.2662979026 |
| 2026-03-01 | 293.0857657384 |
| 2026-04-01 | 294.5653699531 |
| 2026-05-01 | 295.8995937265 |
| 2026-06-01 | 298.9618103934 |
| 2026-07-01 | 296.5020237949 |
| 2026-08-01 | 295.8231828438 |