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 2026-07-01 |
| 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 | 55.1389544609896 |
| 1990-02-01 | 55.3698511677970 |
| 1990-03-01 | 55.4586803116749 |
| 1990-04-01 | 55.5744279049844 |
| 1990-05-01 | 55.9423965590058 |
| 1990-06-01 | 56.6437109857743 |
| 1990-07-01 | 56.6314986459501 |
| 1990-08-01 | 57.1349849657633 |
| 1990-09-01 | 57.2654269136621 |
| 1990-10-01 | 57.5459088533770 |
| 1990-11-01 | 57.8293804654638 |
| 1990-12-01 | 57.8741478898689 |
| 1991-01-01 | 59.9586267691103 |
| 1991-02-01 | 60.2875459148815 |
| 1991-03-01 | 60.6410653696189 |
| 1991-04-01 | 61.2550738281653 |
| 1991-05-01 | 61.5948232791252 |
| 1991-06-01 | 62.1388588350694 |
| 1991-07-01 | 62.5041837056914 |
| 1991-08-01 | 62.8714871610561 |
| 1991-09-01 | 63.5847874053512 |
| 1991-10-01 | 63.7623503294786 |
| 1991-11-01 | 64.2255582083833 |
| 1991-12-01 | 65.0756887356838 |
| 1992-01-01 | 65.5839474150585 |
| 1992-02-01 | 66.0247611676207 |
| 1992-03-01 | 66.5200480466605 |
| 1992-04-01 | 67.0472876990189 |
| 1992-05-01 | 67.4595408516484 |
| 1992-06-01 | 67.4249166925489 |
| 1992-07-01 | 67.5512863213713 |
| 1992-08-01 | 67.6737543037705 |
| 1992-09-01 | 67.7984701610347 |
| 1992-10-01 | 69.4727449394508 |
| 1992-11-01 | 69.2307999684965 |
| 1992-12-01 | 69.3769130620990 |
| 1993-01-01 | 69.8192378801352 |
| 1993-02-01 | 70.3831932975972 |
| 1993-03-01 | 70.4204484675293 |
| 1993-04-01 | 70.3543954744665 |
| 1993-05-01 | 70.5443289871798 |
| 1993-06-01 | 70.9001176961198 |
| 1993-07-01 | 71.5796926223605 |
| 1993-08-01 | 71.9461305391255 |
| 1993-09-01 | 72.3336524788913 |
| 1993-10-01 | 72.9705002859873 |
| 1993-11-01 | 73.3283181075978 |
| 1993-12-01 | 73.8982050723558 |
| 1994-01-01 | 74.1762167412236 |
| 1994-02-01 | 74.5395119100156 |
| 1994-03-01 | 75.0193011712597 |
| 1994-04-01 | 76.2594686799443 |
| 1994-05-01 | 76.4991570295029 |
| 1994-06-01 | 76.6382826212904 |
| 1994-07-01 | 77.9962561433959 |
| 1994-08-01 | 78.5163468635120 |
| 1994-09-01 | 78.8974075480706 |
| 1994-10-01 | 79.0824464794108 |
| 1994-11-01 | 79.3275216723336 |
| 1994-12-01 | 79.6050185487477 |
| 1995-01-01 | 80.2680171302950 |
| 1995-02-01 | 80.6122017412548 |
| 1995-03-01 | 80.9461141101456 |
| 1995-04-01 | 80.7577581302273 |
| 1995-05-01 | 80.8530913285239 |
| 1995-06-01 | 81.0384734857023 |
| 1995-07-01 | 80.2153353518122 |
| 1995-08-01 | 81.1557603413674 |
| 1995-09-01 | 81.3634876945653 |
| 1995-10-01 | 80.8984192908431 |
| 1995-11-01 | 80.9187446049607 |
| 1995-12-01 | 81.1410736984913 |
| 1996-01-01 | 80.0177470231722 |
| 1996-02-01 | 80.9465243667604 |
| 1996-03-01 | 81.1894065541563 |
| 1996-04-01 | 81.4740130226613 |
| 1996-05-01 | 81.5552101628025 |
| 1996-06-01 | 81.4150381528883 |
| 1996-07-01 | 81.7360751621171 |
| 1996-08-01 | 81.9125732619656 |
| 1996-09-01 | 82.2043352949043 |
| 1996-10-01 | 82.7451697534331 |
| 1996-11-01 | 83.0230006001401 |
| 1996-12-01 | 83.4621136767137 |
| 1997-01-01 | 83.6736435353225 |
| 1997-02-01 | 84.0814494048278 |
| 1997-03-01 | 84.2419193068530 |
| 1997-04-01 | 84.5658195243944 |
| 1997-05-01 | 85.0351204979809 |
| 1997-06-01 | 85.2778408487787 |
| 1997-07-01 | 85.2303337548049 |
| 1997-08-01 | 85.8164946154828 |
| 1997-09-01 | 86.0597561641305 |
| 1997-10-01 | 83.4036363657910 |
| 1997-11-01 | 83.7319582232933 |
| 1997-12-01 | 84.3969969545514 |
| 1998-01-01 | 84.1681551516695 |
| 1998-02-01 | 84.4519095555317 |
| 1998-03-01 | 84.8892726702191 |
| 1998-04-01 | 85.4020150061071 |
| 1998-05-01 | 85.6743301417154 |
| 1998-06-01 | 86.3640091307660 |
| 1998-07-01 | 86.2418865274027 |
| 1998-08-01 | 85.6889308772765 |
| 1998-09-01 | 85.8905722027384 |
| 1998-10-01 | 87.1780509196315 |
| 1998-11-01 | 87.4547177820600 |
| 1998-12-01 | 87.2191202344445 |
| 1999-01-01 | 87.6625008245707 |
| 1999-02-01 | 87.8174104731704 |
| 1999-03-01 | 88.2354729993362 |
| 1999-04-01 | 88.3369928490596 |
| 1999-05-01 | 88.5081466648460 |
| 1999-06-01 | 88.8643356862522 |
| 1999-07-01 | 89.2421353229464 |
| 1999-08-01 | 88.9613324856800 |
| 1999-09-01 | 89.7434081589095 |
| 1999-10-01 | 89.6312009859978 |
| 1999-11-01 | 89.8006913893042 |
| 1999-12-01 | 89.9493553705907 |
| 2000-01-01 | 90.1381740937389 |
| 2000-02-01 | 90.3751324219246 |
| 2000-03-01 | 90.4544647737818 |
| 2000-04-01 | 90.7888891326476 |
| 2000-05-01 | 90.9427871501067 |
| 2000-06-01 | 91.4697723477396 |
| 2000-07-01 | 91.8947931071165 |
| 2000-08-01 | 92.2167706916351 |
| 2000-09-01 | 92.3772474314257 |
| 2000-10-01 | 92.4589738306229 |
| 2000-11-01 | 92.8534224461554 |
| 2000-12-01 | 93.2584268915088 |
| 2001-01-01 | 94.5478712633856 |
| 2001-02-01 | 94.5684316106312 |
| 2001-03-01 | 94.3687991209887 |
| 2001-04-01 | 94.7108130465707 |
| 2001-05-01 | 95.2394953383404 |
| 2001-06-01 | 95.6798227213883 |
| 2001-07-01 | 95.7725941499612 |
| 2001-08-01 | 97.4754387627712 |
| 2001-09-01 | 97.0285997760411 |
| 2001-10-01 | 97.6660576866637 |
| 2001-11-01 | 98.3072035697883 |
| 2001-12-01 | 98.8656611641796 |
| 2002-01-01 | 99.4709021465013 |
| 2002-02-01 | 99.9889127349757 |
| 2002-03-01 | 100.6872408219410 |
| 2002-04-01 | 100.1937287602870 |
| 2002-05-01 | 100.3940068254800 |
| 2002-06-01 | 100.4050707526880 |
| 2002-07-01 | 100.5980807036490 |
| 2002-08-01 | 100.7585912193420 |
| 2002-09-01 | 100.7778295039430 |
| 2002-10-01 | 101.0183350590380 |
| 2002-11-01 | 100.9184802993580 |
| 2002-12-01 | 101.2635284008170 |
| 2003-01-01 | 101.1731283597820 |
| 2003-02-01 | 101.3328945086750 |
| 2003-03-01 | 101.8128878704750 |
| 2003-04-01 | 102.0375858682290 |
| 2003-05-01 | 102.3569027797670 |
| 2003-06-01 | 102.7930777835260 |
| 2003-07-01 | 102.6513203179800 |
| 2003-08-01 | 103.1992981411470 |
| 2003-09-01 | 103.4222844562680 |
| 2003-10-01 | 103.7362086491630 |
| 2003-11-01 | 104.0972781483120 |
| 2003-12-01 | 104.8673790063480 |
| 2004-01-01 | 104.5657303904810 |
| 2004-02-01 | 104.6935735826130 |
| 2004-03-01 | 105.5482453434870 |
| 2004-04-01 | 106.1353104871350 |
| 2004-05-01 | 107.0720380537870 |
| 2004-06-01 | 108.1896566106840 |
| 2004-07-01 | 109.0049506556850 |
| 2004-08-01 | 109.8206772446520 |
| 2004-09-01 | 110.4975846191610 |
| 2004-10-01 | 111.0644961193030 |
| 2004-11-01 | 112.0431185922030 |
| 2004-12-01 | 113.1835591409900 |
| 2005-01-01 | 114.5541660399100 |
| 2005-02-01 | 115.9572915935180 |
| 2005-03-01 | 116.4895847129750 |
| 2005-04-01 | 118.7988240948700 |
| 2005-05-01 | 119.9021003093410 |
| 2005-06-01 | 120.5574722521590 |
| 2005-07-01 | 123.0514909034850 |
| 2005-08-01 | 124.0099675623510 |
| 2005-09-01 | 125.4206529105690 |
| 2005-10-01 | 126.8405614235100 |
| 2005-11-01 | 127.8957836959190 |
| 2005-12-01 | 128.5211221258180 |
| 2006-01-01 | 129.4253120494390 |
| 2006-02-01 | 129.7586148412490 |
| 2006-03-01 | 130.3110352840510 |
| 2006-04-01 | 131.7712830021640 |
| 2006-05-01 | 131.0234590549500 |
| 2006-06-01 | 131.3686317807800 |
| 2006-07-01 | 131.9742177700640 |
| 2006-08-01 | 131.9932597087160 |
| 2006-09-01 | 131.8845462984450 |
| 2006-10-01 | 133.4292791853650 |
| 2006-11-01 | 133.8265429080410 |
| 2006-12-01 | 134.3386906512830 |
| 2007-01-01 | 134.5229919935650 |
| 2007-02-01 | 134.9823515943590 |
| 2007-03-01 | 135.3844616016300 |
| 2007-04-01 | 136.5351749060830 |
| 2007-05-01 | 137.2791040210070 |
| 2007-06-01 | 137.6358645376550 |
| 2007-07-01 | 138.2320326744420 |
| 2007-08-01 | 138.8653335345780 |
| 2007-09-01 | 139.3189808861080 |
| 2007-10-01 | 140.3558909523020 |
| 2007-11-01 | 141.1023352225410 |
| 2007-12-01 | 141.0092997544410 |
| 2008-01-01 | 142.6290423707770 |
| 2008-02-01 | 143.7085430920200 |
| 2008-03-01 | 143.8204845074760 |
| 2008-04-01 | 144.3148163098620 |
| 2008-05-01 | 145.0433937798440 |
| 2008-06-01 | 145.7904534575860 |
| 2008-07-01 | 146.3130261550170 |
| 2008-08-01 | 147.7310604652360 |
| 2008-09-01 | 148.5212529131960 |
| 2008-10-01 | 149.1116520678760 |
| 2008-11-01 | 149.5839519809350 |
| 2008-12-01 | 150.2331299126530 |
| 2009-01-01 | 151.0515664816790 |
| 2009-02-01 | 152.0514327811720 |
| 2009-03-01 | 152.5410226633980 |
| 2009-04-01 | 152.5412485740450 |
| 2009-05-01 | 152.9365859997090 |
| 2009-06-01 | 153.4552261573220 |
| 2009-07-01 | 154.1941562417140 |
| 2009-08-01 | 153.2266678465570 |
| 2009-09-01 | 152.4285448924500 |
| 2009-10-01 | 153.3572762708150 |
| 2009-11-01 | 154.1963041779800 |
| 2009-12-01 | 154.2136679604670 |
| 2010-01-01 | 154.6967443613470 |
| 2010-02-01 | 154.4863541443920 |
| 2010-03-01 | 155.9624131593000 |
| 2010-04-01 | 157.9979464888270 |
| 2010-05-01 | 158.3265292117720 |
| 2010-06-01 | 158.7254041797540 |
| 2010-07-01 | 159.6569679075930 |
| 2010-08-01 | 160.2445308383380 |
| 2010-09-01 | 160.8615742362420 |
| 2010-10-01 | 161.3549518301260 |
| 2010-11-01 | 161.6429483722630 |
| 2010-12-01 | 162.3754644375870 |
| 2011-01-01 | 162.8470171474400 |
| 2011-02-01 | 162.5158207928220 |
| 2011-03-01 | 162.7417277817810 |
| 2011-04-01 | 162.5605273073320 |
| 2011-05-01 | 162.0318608621980 |
| 2011-06-01 | 162.2910203980010 |
| 2011-07-01 | 162.9076670691010 |
| 2011-08-01 | 163.2863910532590 |
| 2011-09-01 | 164.1164328686350 |
| 2011-10-01 | 164.2516891107040 |
| 2011-11-01 | 164.4821101945590 |
| 2011-12-01 | 165.1289626208340 |
| 2012-01-01 | 165.1979304246320 |
| 2012-02-01 | 166.0822600951130 |
| 2012-03-01 | 166.5994863258240 |
| 2012-04-01 | 167.1158261116480 |
| 2012-05-01 | 167.7402985947710 |
| 2012-06-01 | 167.8232173225430 |
| 2012-07-01 | 166.7929144550660 |
| 2012-08-01 | 168.1859216379210 |
| 2012-09-01 | 168.2577517019650 |
| 2012-10-01 | 167.6823005444550 |
| 2012-11-01 | 167.7978649711120 |
| 2012-12-01 | 167.9299337628680 |
| 2013-01-01 | 167.0895863700280 |
| 2013-02-01 | 168.4045581821770 |
| 2013-03-01 | 168.7238327428540 |
| 2013-04-01 | 167.4563477556270 |
| 2013-05-01 | 167.2758009559460 |
| 2013-06-01 | 167.8557171972090 |
| 2013-07-01 | 165.6901497766510 |
| 2013-08-01 | 167.3159006391930 |
| 2013-09-01 | 168.2006035867610 |
| 2013-10-01 | 168.8539823074600 |
| 2013-11-01 | 169.9588822167220 |
| 2013-12-01 | 169.6165467157280 |
| 2014-01-01 | 170.2175593629750 |
| 2014-02-01 | 169.6041581479980 |
| 2014-03-01 | 170.8516495720480 |
| 2014-04-01 | 171.4754414848870 |
| 2014-05-01 | 172.4106861503040 |
| 2014-06-01 | 172.9145416084540 |
| 2014-07-01 | 172.6958108076390 |
| 2014-08-01 | 173.9674256758770 |
| 2014-09-01 | 174.3544206171170 |
| 2014-10-01 | 176.1759133486300 |
| 2014-11-01 | 176.1302353996520 |
| 2014-12-01 | 176.7179603681430 |
| 2015-01-01 | 177.2199938799550 |
| 2015-02-01 | 177.7750902743860 |
| 2015-03-01 | 177.7698920503250 |
| 2015-04-01 | 178.5816553478060 |
| 2015-05-01 | 179.6405283380890 |
| 2015-06-01 | 180.1460007262890 |
| 2015-07-01 | 181.3574038716710 |
| 2015-08-01 | 181.8355361424780 |
| 2015-09-01 | 181.6777985523070 |
| 2015-10-01 | 183.8315518672800 |
| 2015-11-01 | 184.5221622708310 |
| 2015-12-01 | 185.5072313146780 |
| 2016-01-01 | 186.6786426933800 |
| 2016-02-01 | 188.0547087208470 |
| 2016-03-01 | 189.3664819432220 |
| 2016-04-01 | 191.4150550126740 |
| 2016-05-01 | 191.9203442177180 |
| 2016-06-01 | 192.4865781921110 |
| 2016-07-01 | 193.9810334259300 |
| 2016-08-01 | 194.8845593015570 |
| 2016-09-01 | 196.0790649865160 |
| 2016-10-01 | 195.5485665038760 |
| 2016-11-01 | 196.3570305992680 |
| 2016-12-01 | 198.1498909787320 |
| 2017-01-01 | 200.5575026148310 |
| 2017-02-01 | 201.5347472918220 |
| 2017-03-01 | 202.7240383785070 |
| 2017-04-01 | 204.1335990877500 |
| 2017-05-01 | 204.8869223378660 |
| 2017-06-01 | 207.0661887089440 |
| 2017-07-01 | 207.8827414282510 |
| 2017-08-01 | 208.4444511432370 |
| 2017-09-01 | 210.1482135250090 |
| 2017-10-01 | 209.9291461349000 |
| 2017-11-01 | 211.2904620591490 |
| 2017-12-01 | 213.1022249190930 |
| 2018-01-01 | 213.4180581457580 |
| 2018-02-01 | 215.1156129081750 |
| 2018-03-01 | 216.5198540158100 |
| 2018-04-01 | 217.4854668318980 |
| 2018-05-01 | 218.9235805358790 |
| 2018-06-01 | 220.4577247854160 |
| 2018-07-01 | 221.1213357058070 |
| 2018-08-01 | 222.1878364127420 |
| 2018-09-01 | 223.0283888737420 |
| 2018-10-01 | 224.7875603790240 |
| 2018-11-01 | 226.2363543527050 |
| 2018-12-01 | 227.6946630870680 |
| 2019-01-01 | 228.8872928561070 |
| 2019-02-01 | 229.6109687334940 |
| 2019-03-01 | 231.2731330166900 |
| 2019-04-01 | 232.8464528702930 |
| 2019-05-01 | 234.6344866711540 |
| 2019-06-01 | 235.2245579025350 |
| 2019-07-01 | 236.1992920904370 |
| 2019-08-01 | 237.4328201324850 |
| 2019-09-01 | 237.7446569432280 |
| 2019-10-01 | 238.9075772640950 |
| 2019-11-01 | 240.1847091321260 |
| 2019-12-01 | 240.8010667965220 |
| 2020-01-01 | 243.6752164611210 |
| 2020-02-01 | 242.8783995528330 |
| 2020-03-01 | 241.3031523017870 |
| 2020-04-01 | 195.6857048407220 |
| 2020-05-01 | 202.3928495084390 |
| 2020-06-01 | 212.3116845565910 |
| 2020-07-01 | 216.3929348738300 |
| 2020-08-01 | 220.7475324578400 |
| 2020-09-01 | 222.5206513810230 |
| 2020-10-01 | 225.4181073658410 |
| 2020-11-01 | 223.8235242065800 |
| 2020-12-01 | 223.5503178430390 |
| 2021-01-01 | 224.2410392203530 |
| 2021-02-01 | 225.2936222495220 |
| 2021-03-01 | 227.2938046406320 |
| 2021-04-01 | 228.3069260198160 |
| 2021-05-01 | 228.1789658735280 |
| 2021-06-01 | 228.1801217242990 |
| 2021-07-01 | 228.2648163290980 |
| 2021-08-01 | 228.0257845354780 |
| 2021-09-01 | 228.2178642014880 |
| 2021-10-01 | 231.0993126180230 |
| 2021-11-01 | 232.3898349161060 |
| 2021-12-01 | 234.8989966704150 |
| 2022-01-01 | 233.9817828960000 |
| 2022-02-01 | 236.3699070366090 |
| 2022-03-01 | 238.0052824504030 |
| 2022-04-01 | 239.9941429424850 |
| 2022-05-01 | 243.3003133121550 |
| 2022-06-01 | 241.3864879266780 |
| 2022-07-01 | 245.1649187569590 |
| 2022-08-01 | 245.6741912395710 |
| 2022-09-01 | 248.2566901101270 |
| 2022-10-01 | 249.5297526513880 |
| 2022-11-01 | 250.6723470509780 |
| 2022-12-01 | 251.8838940283520 |
| 2023-01-01 | 252.1048237803340 |
| 2023-02-01 | 253.8148377492020 |
| 2023-03-01 | 255.0055453143610 |
| 2023-04-01 | 256.1306055602790 |
| 2023-05-01 | 257.0137023035740 |
| 2023-06-01 | 258.6967655851370 |
| 2023-07-01 | 261.0189686976070 |
| 2023-08-01 | 262.1349549046640 |
| 2023-09-01 | 263.5624140682280 |
| 2023-10-01 | 264.8656909651340 |
| 2023-11-01 | 266.0878485512180 |
| 2023-12-01 | 268.5481281856610 |
| 2024-01-01 | 273.4228715816140 |
| 2024-02-01 | 274.7353336310810 |
| 2024-03-01 | 276.1997734331400 |
| 2024-04-01 | 276.5650484657730 |
| 2024-05-01 | 277.7362655789970 |
| 2024-06-01 | 279.2289198867390 |
| 2024-07-01 | 278.9875485748950 |
| 2024-08-01 | 280.4113328314590 |
| 2024-09-01 | 281.4167916406810 |
| 2024-10-01 | 281.6908428088890 |
| 2024-11-01 | 283.5890568518600 |
| 2024-12-01 | 284.3245870569960 |
| 2025-01-01 | 285.3444598621900 |
| 2025-02-01 | 286.1889585443390 |
| 2025-03-01 | 287.3618829841460 |
| 2025-04-01 | 288.8282281270520 |
| 2025-05-01 | 289.5128063134930 |
| 2025-06-01 | 289.1401542951180 |
| 2025-07-01 | 292.2076284553340 |
| 2025-08-01 | 293.4937482217110 |
| 2025-09-01 | 293.5458193753290 |
| 2025-10-01 | 293.5132286365340 |
| 2025-11-01 | 294.1720334118150 |
| 2025-12-01 | 295.1183807511960 |
| 2026-01-01 | 295.1686866104080 |
| 2026-02-01 | 294.2373635353180 |
| 2026-03-01 | 293.0974265165150 |
| 2026-04-01 | 294.5422953362020 |
| 2026-05-01 | 295.8724957970060 |
| 2026-06-01 | 298.6423992939440 |
| 2026-07-01 | 294.9325559598090 |