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 2026-06-01 |
| Last Updated | 2026-07-22 9:58 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 | 55.1428377264474 |
| 1990-02-01 | 55.3727127216992 |
| 1990-03-01 | 55.4604497970644 |
| 1990-04-01 | 55.5755126987448 |
| 1990-05-01 | 55.9428765704311 |
| 1990-06-01 | 56.6432364274096 |
| 1990-07-01 | 56.6308313617904 |
| 1990-08-01 | 57.1338893925779 |
| 1990-09-01 | 57.2655671097032 |
| 1990-10-01 | 57.5440290481738 |
| 1990-11-01 | 57.8268660732935 |
| 1990-12-01 | 57.8707124016271 |
| 1991-01-01 | 59.9624025620463 |
| 1991-02-01 | 60.2904280847192 |
| 1991-03-01 | 60.6428381918007 |
| 1991-04-01 | 61.2561954790111 |
| 1991-05-01 | 61.5952756266115 |
| 1991-06-01 | 62.1383668585175 |
| 1991-07-01 | 62.5035308602372 |
| 1991-08-01 | 62.8704854417552 |
| 1991-09-01 | 63.5850286482938 |
| 1991-10-01 | 63.7606229685897 |
| 1991-11-01 | 64.2231861971948 |
| 1991-12-01 | 65.0723495087176 |
| 1992-01-01 | 65.5872314729014 |
| 1992-02-01 | 66.0273850938444 |
| 1992-03-01 | 66.5215902063317 |
| 1992-04-01 | 67.0482655198372 |
| 1992-05-01 | 67.4598835268205 |
| 1992-06-01 | 67.4244914164232 |
| 1992-07-01 | 67.5506466240828 |
| 1992-08-01 | 67.6728565291609 |
| 1992-09-01 | 67.7992998823488 |
| 1992-10-01 | 69.4712275566940 |
| 1992-11-01 | 69.2289357509263 |
| 1992-12-01 | 69.3745688762052 |
| 1993-01-01 | 69.8212740651827 |
| 1993-02-01 | 70.3850245435906 |
| 1993-03-01 | 70.4215005860965 |
| 1993-04-01 | 70.3550804604019 |
| 1993-05-01 | 70.5444861665375 |
| 1993-06-01 | 70.8998661261397 |
| 1993-07-01 | 71.5793011468188 |
| 1993-08-01 | 71.9455785300269 |
| 1993-09-01 | 72.3350643064916 |
| 1993-10-01 | 72.9693787388909 |
| 1993-11-01 | 73.3269918550808 |
| 1993-12-01 | 73.8966886180948 |
| 1994-01-01 | 74.1769650686254 |
| 1994-02-01 | 74.5404445692329 |
| 1994-03-01 | 75.0197111302402 |
| 1994-04-01 | 76.2597651681647 |
| 1994-05-01 | 76.4991961342349 |
| 1994-06-01 | 76.6382749611423 |
| 1994-07-01 | 77.9962234161374 |
| 1994-08-01 | 78.5164269744454 |
| 1994-09-01 | 78.9000954990923 |
| 1994-10-01 | 79.0810129296786 |
| 1994-11-01 | 79.3262949347017 |
| 1994-12-01 | 79.6042223133399 |
| 1995-01-01 | 80.2675741101204 |
| 1995-02-01 | 80.6121986470373 |
| 1995-03-01 | 80.9459976556873 |
| 1995-04-01 | 80.7578226771897 |
| 1995-05-01 | 80.8531734019558 |
| 1995-06-01 | 81.0387258294966 |
| 1995-07-01 | 80.2158750453377 |
| 1995-08-01 | 81.1566666999880 |
| 1995-09-01 | 81.3670590120832 |
| 1995-10-01 | 80.8964558329634 |
| 1995-11-01 | 80.9172138971124 |
| 1995-12-01 | 81.1402157058019 |
| 1996-01-01 | 80.0169334071784 |
| 1996-02-01 | 80.9460092216099 |
| 1996-03-01 | 81.1889986815831 |
| 1996-04-01 | 81.4739686848556 |
| 1996-05-01 | 81.5554793577257 |
| 1996-06-01 | 81.4155034643001 |
| 1996-07-01 | 81.7370110477008 |
| 1996-08-01 | 81.9139993303248 |
| 1996-09-01 | 82.2088252727086 |
| 1996-10-01 | 82.7423111492429 |
| 1996-11-01 | 83.0209436396416 |
| 1996-12-01 | 83.4611930247677 |
| 1997-01-01 | 83.6725903669772 |
| 1997-02-01 | 84.0806539618956 |
| 1997-03-01 | 84.2415207777167 |
| 1997-04-01 | 84.5658926264527 |
| 1997-05-01 | 85.0355969661774 |
| 1997-06-01 | 85.2784468678878 |
| 1997-07-01 | 85.2315647326452 |
| 1997-08-01 | 85.8182149340713 |
| 1997-09-01 | 86.0641496111894 |
| 1997-10-01 | 83.4005949261648 |
| 1997-11-01 | 83.7297692930358 |
| 1997-12-01 | 84.3960719355378 |
| 1998-01-01 | 84.1670553428322 |
| 1998-02-01 | 84.4510935868240 |
| 1998-03-01 | 84.8890213459126 |
| 1998-04-01 | 85.4021995009959 |
| 1998-05-01 | 85.6748946574211 |
| 1998-06-01 | 86.3646034473917 |
| 1998-07-01 | 86.2431145665009 |
| 1998-08-01 | 85.6906337174450 |
| 1998-09-01 | 85.8942932307991 |
| 1998-10-01 | 87.1749832902070 |
| 1998-11-01 | 87.4525900090817 |
| 1998-12-01 | 87.2183867256254 |
| 1999-01-01 | 87.6614774940768 |
| 1999-02-01 | 87.8166349836868 |
| 1999-03-01 | 88.2354181718859 |
| 1999-04-01 | 88.3373125011936 |
| 1999-05-01 | 88.5086954262449 |
| 1999-06-01 | 88.8647995933271 |
| 1999-07-01 | 89.2432148754822 |
| 1999-08-01 | 88.9627341823176 |
| 1999-09-01 | 89.7458948263119 |
| 1999-10-01 | 89.6289266198946 |
| 1999-11-01 | 89.7991181693488 |
| 1999-12-01 | 89.9488390634736 |
| 2000-01-01 | 90.1373903197488 |
| 2000-02-01 | 90.3744777042731 |
| 2000-03-01 | 90.4545525442893 |
| 2000-04-01 | 90.7892066093182 |
| 2000-05-01 | 90.9432026862939 |
| 2000-06-01 | 91.4700859456953 |
| 2000-07-01 | 91.8955610177043 |
| 2000-08-01 | 92.2176243120888 |
| 2000-09-01 | 92.3786641380712 |
| 2000-10-01 | 92.4576256917382 |
| 2000-11-01 | 92.8524651209880 |
| 2000-12-01 | 93.2581078430896 |
| 2001-01-01 | 94.5473690642369 |
| 2001-02-01 | 94.5679278572498 |
| 2001-03-01 | 94.3689458628720 |
| 2001-04-01 | 94.7110689802357 |
| 2001-05-01 | 95.2397476160800 |
| 2001-06-01 | 95.6800049834612 |
| 2001-07-01 | 95.7730683111967 |
| 2001-08-01 | 97.4758030212658 |
| 2001-09-01 | 97.0289675537501 |
| 2001-10-01 | 97.6657013154228 |
| 2001-11-01 | 98.3068496651339 |
| 2001-12-01 | 98.8654745401165 |
| 2002-01-01 | 99.4706387628124 |
| 2002-02-01 | 99.9885079416680 |
| 2002-03-01 | 100.6873558117590 |
| 2002-04-01 | 100.1938585006980 |
| 2002-05-01 | 100.3941100897480 |
| 2002-06-01 | 100.4051626048840 |
| 2002-07-01 | 100.5983263538520 |
| 2002-08-01 | 100.7587808952910 |
| 2002-09-01 | 100.7778439575240 |
| 2002-10-01 | 101.0182789720610 |
| 2002-11-01 | 100.9183767690860 |
| 2002-12-01 | 101.2635246397230 |
| 2003-01-01 | 101.1729954179320 |
| 2003-02-01 | 101.3326130127930 |
| 2003-03-01 | 101.8129470772010 |
| 2003-04-01 | 102.0376379809300 |
| 2003-05-01 | 102.3569429616220 |
| 2003-06-01 | 102.7931029039710 |
| 2003-07-01 | 102.6514306938710 |
| 2003-08-01 | 103.1993969123770 |
| 2003-09-01 | 103.4222664622710 |
| 2003-10-01 | 103.7361875557060 |
| 2003-11-01 | 104.0972548790800 |
| 2003-12-01 | 104.8674518180450 |
| 2004-01-01 | 104.5656671306820 |
| 2004-02-01 | 104.6933968992200 |
| 2004-03-01 | 105.5482575919450 |
| 2004-04-01 | 106.1353222224250 |
| 2004-05-01 | 107.0720517272830 |
| 2004-06-01 | 108.1896741926150 |
| 2004-07-01 | 109.0050131736990 |
| 2004-08-01 | 109.8207304630740 |
| 2004-09-01 | 110.4975716834300 |
| 2004-10-01 | 111.0644803685800 |
| 2004-11-01 | 112.0430957859970 |
| 2004-12-01 | 113.1836285670200 |
| 2005-01-01 | 114.5541285005530 |
| 2005-02-01 | 115.9572215797480 |
| 2005-03-01 | 116.4895666853090 |
| 2005-04-01 | 118.7988204712590 |
| 2005-05-01 | 119.9021089314010 |
| 2005-06-01 | 120.5574947172940 |
| 2005-07-01 | 123.0515089667250 |
| 2005-08-01 | 124.0099806578470 |
| 2005-09-01 | 125.4206557159070 |
| 2005-10-01 | 126.8405527907360 |
| 2005-11-01 | 127.8957680021980 |
| 2005-12-01 | 128.5211827580790 |
| 2006-01-01 | 129.4252972933820 |
| 2006-02-01 | 129.7585739975190 |
| 2006-03-01 | 130.3110214040890 |
| 2006-04-01 | 131.7712813654470 |
| 2006-05-01 | 131.0234600272960 |
| 2006-06-01 | 131.3686416869110 |
| 2006-07-01 | 131.9742225020440 |
| 2006-08-01 | 131.9932627216410 |
| 2006-09-01 | 131.8845459712550 |
| 2006-10-01 | 133.4292750895390 |
| 2006-11-01 | 133.8265379177860 |
| 2006-12-01 | 134.3387269316330 |
| 2007-01-01 | 134.5229888847010 |
| 2007-02-01 | 134.9823329396560 |
| 2007-03-01 | 135.3844534906670 |
| 2007-04-01 | 136.5351722067360 |
| 2007-05-01 | 137.2791016254640 |
| 2007-06-01 | 137.6358683658510 |
| 2007-07-01 | 138.2320336725070 |
| 2007-08-01 | 138.8653341506260 |
| 2007-09-01 | 139.3189819643280 |
| 2007-10-01 | 140.3558929790420 |
| 2007-11-01 | 141.1023387880990 |
| 2007-12-01 | 141.0093027255330 |
| 2008-01-01 | 142.6290430489520 |
| 2008-02-01 | 143.7085401273890 |
| 2008-03-01 | 143.8204777486500 |
| 2008-04-01 | 144.3148130472740 |
| 2008-05-01 | 145.0433936117780 |
| 2008-06-01 | 145.7904569341930 |
| 2008-07-01 | 146.3130276617990 |
| 2008-08-01 | 147.7310630086940 |
| 2008-09-01 | 148.5212563059420 |
| 2008-10-01 | 149.1116537920770 |
| 2008-11-01 | 149.5839511386390 |
| 2008-12-01 | 150.2331262433180 |
| 2009-01-01 | 151.0515618487030 |
| 2009-02-01 | 152.0514281721530 |
| 2009-03-01 | 152.5410209840960 |
| 2009-04-01 | 152.5412489884740 |
| 2009-05-01 | 152.9365895384040 |
| 2009-06-01 | 153.4552303959480 |
| 2009-07-01 | 154.1941618337830 |
| 2009-08-01 | 153.2266734917290 |
| 2009-09-01 | 152.4285475805690 |
| 2009-10-01 | 153.3572758114760 |
| 2009-11-01 | 154.1963037340580 |
| 2009-12-01 | 154.2136680306730 |
| 2010-01-01 | 154.6967050760190 |
| 2010-02-01 | 154.4863539324140 |
| 2010-03-01 | 155.9624304134560 |
| 2010-04-01 | 157.9979427265600 |
| 2010-05-01 | 158.3265260931440 |
| 2010-06-01 | 158.7254226466810 |
| 2010-07-01 | 159.6569776192480 |
| 2010-08-01 | 160.2445408276860 |
| 2010-09-01 | 160.8615792133280 |
| 2010-10-01 | 161.3549517209860 |
| 2010-11-01 | 161.6429494594230 |
| 2010-12-01 | 162.3754666605070 |
| 2011-01-01 | 162.8469360296900 |
| 2011-02-01 | 162.5158392707310 |
| 2011-03-01 | 162.7417535151330 |
| 2011-04-01 | 162.5605069988040 |
| 2011-05-01 | 162.0318356577250 |
| 2011-06-01 | 162.2910378604580 |
| 2011-07-01 | 162.9076978309580 |
| 2011-08-01 | 163.2864275365110 |
| 2011-09-01 | 164.1164796856750 |
| 2011-10-01 | 164.2516563160400 |
| 2011-11-01 | 164.4821346372770 |
| 2011-12-01 | 165.1289678715610 |
| 2012-01-01 | 165.1977981185320 |
| 2012-02-01 | 166.0822878648970 |
| 2012-03-01 | 166.5995029712120 |
| 2012-04-01 | 167.1157666771810 |
| 2012-05-01 | 167.7402452894280 |
| 2012-06-01 | 167.8232353466430 |
| 2012-07-01 | 166.7929490104960 |
| 2012-08-01 | 168.1859374991860 |
| 2012-09-01 | 168.2580795840780 |
| 2012-10-01 | 167.6821756839360 |
| 2012-11-01 | 167.7978746335810 |
| 2012-12-01 | 167.9299132906560 |
| 2013-01-01 | 167.0894208705830 |
| 2013-02-01 | 168.4045696405080 |
| 2013-03-01 | 168.7238132389970 |
| 2013-04-01 | 167.4561947243880 |
| 2013-05-01 | 167.2757574851420 |
| 2013-06-01 | 167.8557534792840 |
| 2013-07-01 | 165.6901876281140 |
| 2013-08-01 | 167.3158513943970 |
| 2013-09-01 | 168.2013858273460 |
| 2013-10-01 | 168.8537773947570 |
| 2013-11-01 | 169.9587815828410 |
| 2013-12-01 | 169.6164801242250 |
| 2014-01-01 | 170.2173298783370 |
| 2014-02-01 | 169.6041090143590 |
| 2014-03-01 | 170.8515630219780 |
| 2014-04-01 | 171.4751344482570 |
| 2014-05-01 | 172.4105698973810 |
| 2014-06-01 | 172.9150567542830 |
| 2014-07-01 | 172.6958196777360 |
| 2014-08-01 | 173.9673511556410 |
| 2014-09-01 | 174.3557549281750 |
| 2014-10-01 | 176.1755479518100 |
| 2014-11-01 | 176.1298412859420 |
| 2014-12-01 | 176.7175890228360 |
| 2015-01-01 | 177.2195161059820 |
| 2015-02-01 | 177.7748602253520 |
| 2015-03-01 | 177.7697686607670 |
| 2015-04-01 | 178.5813807270770 |
| 2015-05-01 | 179.6405955465490 |
| 2015-06-01 | 180.1472962819340 |
| 2015-07-01 | 181.3576564917590 |
| 2015-08-01 | 181.8356727047370 |
| 2015-09-01 | 181.6794929409150 |
| 2015-10-01 | 183.8309171536380 |
| 2015-11-01 | 184.5210751588410 |
| 2015-12-01 | 185.5060131389680 |
| 2016-01-01 | 186.6774656707540 |
| 2016-02-01 | 188.0540990155840 |
| 2016-03-01 | 189.3664771255210 |
| 2016-04-01 | 191.4152901951610 |
| 2016-05-01 | 191.9210933414130 |
| 2016-06-01 | 192.4892138590950 |
| 2016-07-01 | 193.9819312856170 |
| 2016-08-01 | 194.8853739381670 |
| 2016-09-01 | 196.0810380739340 |
| 2016-10-01 | 195.5472834148740 |
| 2016-11-01 | 196.3549119183920 |
| 2016-12-01 | 198.1469207395540 |
| 2017-01-01 | 200.5544552154070 |
| 2017-02-01 | 201.5299635385030 |
| 2017-03-01 | 202.7298165502830 |
| 2017-04-01 | 204.1329735363850 |
| 2017-05-01 | 204.8895816818060 |
| 2017-06-01 | 207.0711958807700 |
| 2017-07-01 | 207.8848879681160 |
| 2017-08-01 | 208.4460661821470 |
| 2017-09-01 | 210.1496377616480 |
| 2017-10-01 | 209.9263561071440 |
| 2017-11-01 | 211.2867667321720 |
| 2017-12-01 | 213.0968612786350 |
| 2018-01-01 | 213.4124154783340 |
| 2018-02-01 | 215.1058146259170 |
| 2018-03-01 | 216.5324619799660 |
| 2018-04-01 | 217.4847953635310 |
| 2018-05-01 | 218.9295666363330 |
| 2018-06-01 | 220.4662683798630 |
| 2018-07-01 | 221.1248404027680 |
| 2018-08-01 | 222.1895198415620 |
| 2018-09-01 | 223.0277439253410 |
| 2018-10-01 | 224.7821268331460 |
| 2018-11-01 | 226.2301345098830 |
| 2018-12-01 | 227.6869603054360 |
| 2019-01-01 | 228.8824303937740 |
| 2019-02-01 | 229.5950884939190 |
| 2019-03-01 | 231.2916457684820 |
| 2019-04-01 | 232.8419115486580 |
| 2019-05-01 | 234.6528654771120 |
| 2019-06-01 | 235.2369847971430 |
| 2019-07-01 | 236.2007978445390 |
| 2019-08-01 | 237.4324056576080 |
| 2019-09-01 | 237.7400044618670 |
| 2019-10-01 | 238.8980450066150 |
| 2019-11-01 | 240.1759494774300 |
| 2019-12-01 | 240.7935349196170 |
| 2020-01-01 | 243.6747008584020 |
| 2020-02-01 | 242.8615853260830 |
| 2020-03-01 | 241.3212559799910 |
| 2020-04-01 | 195.6800756915060 |
| 2020-05-01 | 202.4185163411060 |
| 2020-06-01 | 212.3257975595030 |
| 2020-07-01 | 216.3917948339660 |
| 2020-08-01 | 220.7432343263520 |
| 2020-09-01 | 222.5116903983830 |
| 2020-10-01 | 225.4031668229450 |
| 2020-11-01 | 223.8071930233680 |
| 2020-12-01 | 223.5347289308740 |
| 2021-01-01 | 224.2676002173170 |
| 2021-02-01 | 225.2728421635430 |
| 2021-03-01 | 227.3115448190380 |
| 2021-04-01 | 228.3055253579010 |
| 2021-05-01 | 228.2263659989830 |
| 2021-06-01 | 228.2004310958300 |
| 2021-07-01 | 228.2581039161140 |
| 2021-08-01 | 228.0103685331990 |
| 2021-09-01 | 228.1948052459350 |
| 2021-10-01 | 231.0687235497350 |
| 2021-11-01 | 232.3572153481910 |
| 2021-12-01 | 234.8686599192780 |
| 2022-01-01 | 234.0337909252720 |
| 2022-02-01 | 236.3543881393930 |
| 2022-03-01 | 238.0355963093230 |
| 2022-04-01 | 240.0239472594560 |
| 2022-05-01 | 243.3763710660620 |
| 2022-06-01 | 241.4315335668570 |
| 2022-07-01 | 245.1438458604200 |
| 2022-08-01 | 245.6268924788710 |
| 2022-09-01 | 248.1966545352570 |
| 2022-10-01 | 249.4642841949040 |
| 2022-11-01 | 250.6035467007330 |
| 2022-12-01 | 251.8228238625430 |
| 2023-01-01 | 252.1846744180650 |
| 2023-02-01 | 253.8133283681460 |
| 2023-03-01 | 255.0559808793390 |
| 2023-04-01 | 256.2378868668070 |
| 2023-05-01 | 257.2101761585180 |
| 2023-06-01 | 258.7714525151130 |
| 2023-07-01 | 260.9447447712650 |
| 2023-08-01 | 262.0036567681710 |
| 2023-09-01 | 263.4344954216100 |
| 2023-10-01 | 264.7446050132550 |
| 2023-11-01 | 265.9746458421140 |
| 2023-12-01 | 268.4570410098860 |
| 2024-01-01 | 273.5059990333200 |
| 2024-02-01 | 274.7690249368860 |
| 2024-03-01 | 276.2958911789180 |
| 2024-04-01 | 276.7886396128700 |
| 2024-05-01 | 278.0908312324860 |
| 2024-06-01 | 279.3642015136120 |
| 2024-07-01 | 278.8381476198540 |
| 2024-08-01 | 280.1669480092370 |
| 2024-09-01 | 281.2029249372410 |
| 2024-10-01 | 281.5021572446810 |
| 2024-11-01 | 283.4198073745160 |
| 2024-12-01 | 284.1934090785770 |
| 2025-01-01 | 285.4327599793950 |
| 2025-02-01 | 286.2520036506780 |
| 2025-03-01 | 287.5062980618130 |
| 2025-04-01 | 289.1763642296940 |
| 2025-05-01 | 290.0542451296340 |
| 2025-06-01 | 289.3280893630060 |
| 2025-07-01 | 291.9660576188780 |
| 2025-08-01 | 293.1302386208810 |
| 2025-09-01 | 293.2488113521940 |
| 2025-10-01 | 293.2617564734180 |
| 2025-11-01 | 293.9606183010170 |
| 2025-12-01 | 294.9628658750080 |
| 2026-01-01 | 295.2389282147360 |
| 2026-02-01 | 294.3291296742580 |
| 2026-03-01 | 293.2887903630520 |
| 2026-04-01 | 294.9786931823310 |
| 2026-05-01 | 296.5240328485580 |
| 2026-06-01 | 298.9874772968920 |