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 2026-01-01 |
| Last Updated | 2026-04-10 11:55 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 | 55.1427858309020 |
| 1990-02-01 | 55.3726859790536 |
| 1990-03-01 | 55.4604268176533 |
| 1990-04-01 | 55.5754985858197 |
| 1990-05-01 | 55.9428704642677 |
| 1990-06-01 | 56.6432424709320 |
| 1990-07-01 | 56.6308401915676 |
| 1990-08-01 | 57.1339002378878 |
| 1990-09-01 | 57.2655572801235 |
| 1990-10-01 | 57.5440529838047 |
| 1990-11-01 | 57.8268990637502 |
| 1990-12-01 | 57.8707582090833 |
| 1991-01-01 | 59.9623515626723 |
| 1991-02-01 | 60.2904040574517 |
| 1991-03-01 | 60.6428148699558 |
| 1991-04-01 | 61.2561813214533 |
| 1991-05-01 | 61.5952708009041 |
| 1991-06-01 | 62.1383730580938 |
| 1991-07-01 | 62.5035391292094 |
| 1991-08-01 | 62.8704936059068 |
| 1991-09-01 | 63.5850155600683 |
| 1991-10-01 | 63.7606431986753 |
| 1991-11-01 | 64.2232167013507 |
| 1991-12-01 | 65.0723945944427 |
| 1992-01-01 | 65.5871871416743 |
| 1992-02-01 | 66.0273686978891 |
| 1992-03-01 | 66.5215708883939 |
| 1992-04-01 | 67.0482553635827 |
| 1992-05-01 | 67.4598812737937 |
| 1992-06-01 | 67.4244963039339 |
| 1992-07-01 | 67.5506542368248 |
| 1992-08-01 | 67.6728652116877 |
| 1992-09-01 | 67.7992590938012 |
| 1992-10-01 | 69.4712489345567 |
| 1992-11-01 | 69.2289631642138 |
| 1992-12-01 | 69.3746034280016 |
| 1993-01-01 | 69.8212494123967 |
| 1993-02-01 | 70.3850221476160 |
| 1993-03-01 | 70.4214913956940 |
| 1993-04-01 | 70.3550771606091 |
| 1993-05-01 | 70.5444871845997 |
| 1993-06-01 | 70.8998659301807 |
| 1993-07-01 | 71.5793008595819 |
| 1993-08-01 | 71.9455802508953 |
| 1993-09-01 | 72.3349911603189 |
| 1993-10-01 | 72.9694003283148 |
| 1993-11-01 | 73.3270200244159 |
| 1993-12-01 | 73.8967195679429 |
| 1994-01-01 | 74.1769636855844 |
| 1994-02-01 | 74.5404606377408 |
| 1994-03-01 | 75.0197160234646 |
| 1994-04-01 | 76.2597707471044 |
| 1994-05-01 | 76.4991974700784 |
| 1994-06-01 | 76.6382665650246 |
| 1994-07-01 | 77.9962092950297 |
| 1994-08-01 | 78.5164074740605 |
| 1994-09-01 | 78.8999540300807 |
| 1994-10-01 | 79.0810692201107 |
| 1994-11-01 | 79.3263436917026 |
| 1994-12-01 | 79.6042516280742 |
| 1995-01-01 | 80.2676009293152 |
| 1995-02-01 | 80.6122319743498 |
| 1995-03-01 | 80.9460153516875 |
| 1995-04-01 | 80.7578314991269 |
| 1995-05-01 | 80.8531691424434 |
| 1995-06-01 | 81.0387079054467 |
| 1995-07-01 | 80.2158400334094 |
| 1995-08-01 | 81.1566158264976 |
| 1995-09-01 | 81.3668675945519 |
| 1995-10-01 | 80.8965533317016 |
| 1995-11-01 | 80.9172899164017 |
| 1995-12-01 | 81.1402537682816 |
| 1996-01-01 | 80.0169765182572 |
| 1996-02-01 | 80.9460498045546 |
| 1996-03-01 | 81.1890225673061 |
| 1996-04-01 | 81.4739761074040 |
| 1996-05-01 | 81.5554653441861 |
| 1996-06-01 | 81.4154777415986 |
| 1996-07-01 | 81.7369595023769 |
| 1996-08-01 | 81.9139264259338 |
| 1996-09-01 | 82.2085879964128 |
| 1996-10-01 | 82.7424580912968 |
| 1996-11-01 | 83.0210500594782 |
| 1996-12-01 | 83.4612372286232 |
| 1997-01-01 | 83.6726465059621 |
| 1997-02-01 | 84.0806968450105 |
| 1997-03-01 | 84.2415429297651 |
| 1997-04-01 | 84.5658916620409 |
| 1997-05-01 | 85.0355729778585 |
| 1997-06-01 | 85.2784156616456 |
| 1997-07-01 | 85.2315002477745 |
| 1997-08-01 | 85.8181273639149 |
| 1997-09-01 | 86.0639196491171 |
| 1997-10-01 | 83.4007506105350 |
| 1997-11-01 | 83.7298821512886 |
| 1997-12-01 | 84.3961178187154 |
| 1998-01-01 | 84.1671128541886 |
| 1998-02-01 | 84.4511364625549 |
| 1998-03-01 | 84.8890352943526 |
| 1998-04-01 | 85.4021908891345 |
| 1998-05-01 | 85.6748664373076 |
| 1998-06-01 | 86.3645734894987 |
| 1998-07-01 | 86.2430507713485 |
| 1998-08-01 | 85.6905464750405 |
| 1998-09-01 | 85.8941004703534 |
| 1998-10-01 | 87.1751397717939 |
| 1998-11-01 | 87.4526991916672 |
| 1998-12-01 | 87.2184242907928 |
| 1999-01-01 | 87.6615303061427 |
| 1999-02-01 | 87.8166750383054 |
| 1999-03-01 | 88.2354214427140 |
| 1999-04-01 | 88.3372965341931 |
| 1999-05-01 | 88.5086677735236 |
| 1999-06-01 | 88.8647761327164 |
| 1999-07-01 | 89.2431592424419 |
| 1999-08-01 | 88.9626617096463 |
| 1999-09-01 | 89.7457675969899 |
| 1999-10-01 | 89.6290420042875 |
| 1999-11-01 | 89.7991984891754 |
| 1999-12-01 | 89.9488665609676 |
| 2000-01-01 | 90.1374303174399 |
| 2000-02-01 | 90.3745111784995 |
| 2000-03-01 | 90.4545482453378 |
| 2000-04-01 | 90.7891905468022 |
| 2000-05-01 | 90.9431815534840 |
| 2000-06-01 | 91.4700700350109 |
| 2000-07-01 | 91.8955216801000 |
| 2000-08-01 | 92.2175799740522 |
| 2000-09-01 | 92.3785917640102 |
| 2000-10-01 | 92.4576942398965 |
| 2000-11-01 | 92.8525141515201 |
| 2000-12-01 | 93.2581247847424 |
| 2001-01-01 | 94.5473947018890 |
| 2001-02-01 | 94.5679535594393 |
| 2001-03-01 | 94.3689384076308 |
| 2001-04-01 | 94.7110559259308 |
| 2001-05-01 | 95.2397347189970 |
| 2001-06-01 | 95.6799956877821 |
| 2001-07-01 | 95.7730441941476 |
| 2001-08-01 | 97.4757838592621 |
| 2001-09-01 | 97.0289487298050 |
| 2001-10-01 | 97.6657195220524 |
| 2001-11-01 | 98.3068679670827 |
| 2001-12-01 | 98.8654841990561 |
| 2002-01-01 | 99.4706522825307 |
| 2002-02-01 | 99.9885286118671 |
| 2002-03-01 | 100.6873499319920 |
| 2002-04-01 | 100.1938518486080 |
| 2002-05-01 | 100.3941048130760 |
| 2002-06-01 | 100.4051579251250 |
| 2002-07-01 | 100.5983138595760 |
| 2002-08-01 | 100.7587709111740 |
| 2002-09-01 | 100.7778432302370 |
| 2002-10-01 | 101.0182818664920 |
| 2002-11-01 | 100.9183821091520 |
| 2002-12-01 | 101.2635249308630 |
| 2003-01-01 | 101.1730022417070 |
| 2003-02-01 | 101.3326273732990 |
| 2003-03-01 | 101.8129440489750 |
| 2003-04-01 | 102.0376353115950 |
| 2003-05-01 | 102.3569409053150 |
| 2003-06-01 | 102.7931016085730 |
| 2003-07-01 | 102.6514250562400 |
| 2003-08-01 | 103.1993918273580 |
| 2003-09-01 | 103.4222673558840 |
| 2003-10-01 | 103.7361886300420 |
| 2003-11-01 | 104.0972560850780 |
| 2003-12-01 | 104.8674481598800 |
| 2004-01-01 | 104.5656703637130 |
| 2004-02-01 | 104.6934059053260 |
| 2004-03-01 | 105.5482569671630 |
| 2004-04-01 | 106.1353216177850 |
| 2004-05-01 | 107.0720510243020 |
| 2004-06-01 | 108.1896732913510 |
| 2004-07-01 | 109.0050099881590 |
| 2004-08-01 | 109.8207277337870 |
| 2004-09-01 | 110.4975723373730 |
| 2004-10-01 | 111.0644811715100 |
| 2004-11-01 | 112.0430969535690 |
| 2004-12-01 | 113.1836250607220 |
| 2005-01-01 | 114.5541304165820 |
| 2005-02-01 | 115.9572251406930 |
| 2005-03-01 | 116.4895675942960 |
| 2005-04-01 | 118.7988206404830 |
| 2005-05-01 | 119.9021084804080 |
| 2005-06-01 | 120.5574935700320 |
| 2005-07-01 | 123.0515080610750 |
| 2005-08-01 | 124.0099799955370 |
| 2005-09-01 | 125.4206555766160 |
| 2005-10-01 | 126.8405532357790 |
| 2005-11-01 | 127.8957688104490 |
| 2005-12-01 | 128.5211796944320 |
| 2006-01-01 | 129.4252980550360 |
| 2006-02-01 | 129.7585760653710 |
| 2006-03-01 | 130.3110220815360 |
| 2006-04-01 | 131.7712814069330 |
| 2006-05-01 | 131.0234599414990 |
| 2006-06-01 | 131.3686411626680 |
| 2006-07-01 | 131.9742223445220 |
| 2006-08-01 | 131.9932625661090 |
| 2006-09-01 | 131.8845460156660 |
| 2006-10-01 | 133.4292753169580 |
| 2006-11-01 | 133.8265382120260 |
| 2006-12-01 | 134.3387251152260 |
| 2007-01-01 | 134.5229890605640 |
| 2007-02-01 | 134.9823338790260 |
| 2007-03-01 | 135.3844538153490 |
| 2007-04-01 | 136.5351719309730 |
| 2007-05-01 | 137.2791016187420 |
| 2007-06-01 | 137.6358681889660 |
| 2007-07-01 | 138.2320340167460 |
| 2007-08-01 | 138.8653344911250 |
| 2007-09-01 | 139.3189825059730 |
| 2007-10-01 | 140.3558932352090 |
| 2007-11-01 | 141.1023383562510 |
| 2007-12-01 | 141.0093017688470 |
| 2008-01-01 | 142.6290421577740 |
| 2008-02-01 | 143.7085398010480 |
| 2008-03-01 | 143.8204780732980 |
| 2008-04-01 | 144.3148129112940 |
| 2008-05-01 | 145.0433939013390 |
| 2008-06-01 | 145.7904571426800 |
| 2008-07-01 | 146.3130286815750 |
| 2008-08-01 | 147.7310641394060 |
| 2008-09-01 | 148.5212580878030 |
| 2008-10-01 | 149.1116548851050 |
| 2008-11-01 | 149.5839499250480 |
| 2008-12-01 | 150.2331229659780 |
| 2009-01-01 | 151.0515584772590 |
| 2009-02-01 | 152.0514265030990 |
| 2009-03-01 | 152.5410216253800 |
| 2009-04-01 | 152.5412502519420 |
| 2009-05-01 | 152.9365912910450 |
| 2009-06-01 | 153.4552310455040 |
| 2009-07-01 | 154.1941636884080 |
| 2009-08-01 | 153.2266765356080 |
| 2009-09-01 | 152.4285501430180 |
| 2009-10-01 | 153.3572776861300 |
| 2009-11-01 | 154.1963054921840 |
| 2009-12-01 | 154.2136691448470 |
| 2010-01-01 | 154.6966762016140 |
| 2010-02-01 | 154.4863540511110 |
| 2010-03-01 | 155.9624466823330 |
| 2010-04-01 | 157.9979397795380 |
| 2010-05-01 | 158.3265213997740 |
| 2010-06-01 | 158.7254271797620 |
| 2010-07-01 | 159.6569767051130 |
| 2010-08-01 | 160.2445465494550 |
| 2010-09-01 | 160.8615870455550 |
| 2010-10-01 | 161.3549591867710 |
| 2010-11-01 | 161.6429624175180 |
| 2010-12-01 | 162.3754749943960 |
| 2011-01-01 | 162.8468820056930 |
| 2011-02-01 | 162.5158421816940 |
| 2011-03-01 | 162.7417806685100 |
| 2011-04-01 | 162.5604870903340 |
| 2011-05-01 | 162.0318052727330 |
| 2011-06-01 | 162.2910302346300 |
| 2011-07-01 | 162.9076863574770 |
| 2011-08-01 | 163.2864523267880 |
| 2011-09-01 | 164.1165215646630 |
| 2011-10-01 | 164.2516929281670 |
| 2011-11-01 | 164.4821771290100 |
| 2011-12-01 | 165.1289886982470 |
| 2012-01-01 | 165.1977154978260 |
| 2012-02-01 | 166.0822845620900 |
| 2012-03-01 | 166.5995181385980 |
| 2012-04-01 | 167.1156978324480 |
| 2012-05-01 | 167.7401652140120 |
| 2012-06-01 | 167.8231955881400 |
| 2012-07-01 | 166.7928994622620 |
| 2012-08-01 | 168.1859469577610 |
| 2012-09-01 | 168.2583643254540 |
| 2012-10-01 | 167.6822273849020 |
| 2012-11-01 | 167.7979451755660 |
| 2012-12-01 | 167.9299349173910 |
| 2013-01-01 | 167.0893222905600 |
| 2013-02-01 | 168.4045473700150 |
| 2013-03-01 | 168.7238072416890 |
| 2013-04-01 | 167.4559415728450 |
| 2013-05-01 | 167.2756608944130 |
| 2013-06-01 | 167.8556854100730 |
| 2013-07-01 | 165.6900754323700 |
| 2013-08-01 | 167.3157639496210 |
| 2013-09-01 | 168.2021522117980 |
| 2013-10-01 | 168.8538544329180 |
| 2013-11-01 | 169.9589288571480 |
| 2013-12-01 | 169.6164369310430 |
| 2014-01-01 | 170.2171668725460 |
| 2014-02-01 | 169.6040304760470 |
| 2014-03-01 | 170.8515005069790 |
| 2014-04-01 | 171.4746316718160 |
| 2014-05-01 | 172.4103742010590 |
| 2014-06-01 | 172.9151835417900 |
| 2014-07-01 | 172.6955912573170 |
| 2014-08-01 | 173.9671500961250 |
| 2014-09-01 | 174.3570822330780 |
| 2014-10-01 | 176.1758579661030 |
| 2014-11-01 | 176.1301144433200 |
| 2014-12-01 | 176.7174796637660 |
| 2015-01-01 | 177.2192389814070 |
| 2015-02-01 | 177.7745114989910 |
| 2015-03-01 | 177.7693320099320 |
| 2015-04-01 | 178.5803539250870 |
| 2015-05-01 | 179.6402079603670 |
| 2015-06-01 | 180.1477713994740 |
| 2015-07-01 | 181.3576462017750 |
| 2015-08-01 | 181.8357728563330 |
| 2015-09-01 | 181.6815229560990 |
| 2015-10-01 | 183.8317009557810 |
| 2015-11-01 | 184.5215523476440 |
| 2015-12-01 | 185.5057612840900 |
| 2016-01-01 | 186.6768441143640 |
| 2016-02-01 | 188.0530706175360 |
| 2016-03-01 | 189.3651608429380 |
| 2016-04-01 | 191.4134792296000 |
| 2016-05-01 | 191.9203843864140 |
| 2016-06-01 | 192.4902643051200 |
| 2016-07-01 | 193.9824456120680 |
| 2016-08-01 | 194.8859149624140 |
| 2016-09-01 | 196.0834927304720 |
| 2016-10-01 | 195.5487026131480 |
| 2016-11-01 | 196.3562837244200 |
| 2016-12-01 | 198.1474769742260 |
| 2017-01-01 | 200.5549591899020 |
| 2017-02-01 | 201.5273636051300 |
| 2017-03-01 | 202.7275158224560 |
| 2017-04-01 | 204.1279118915220 |
| 2017-05-01 | 204.8860078098450 |
| 2017-06-01 | 207.0735891811700 |
| 2017-07-01 | 207.8874071440420 |
| 2017-08-01 | 208.4475172576530 |
| 2017-09-01 | 210.1513312593190 |
| 2017-10-01 | 209.9283461780900 |
| 2017-11-01 | 211.2902704527420 |
| 2017-12-01 | 213.1003039303500 |
| 2018-01-01 | 213.4162270357670 |
| 2018-02-01 | 215.1022497042740 |
| 2018-03-01 | 216.5280518446680 |
| 2018-04-01 | 217.4743723997330 |
| 2018-05-01 | 218.9215620330420 |
| 2018-06-01 | 220.4692762034560 |
| 2018-07-01 | 221.1284528230420 |
| 2018-08-01 | 222.1921085963640 |
| 2018-09-01 | 223.0280105511380 |
| 2018-10-01 | 224.7810363035790 |
| 2018-11-01 | 226.2286088148350 |
| 2018-12-01 | 227.7140305108170 |
| 2019-01-01 | 228.8945152024180 |
| 2019-02-01 | 229.5835277325050 |
| 2019-03-01 | 231.2839131987150 |
| 2019-04-01 | 232.8287117097470 |
| 2019-05-01 | 234.6200921357520 |
| 2019-06-01 | 235.2527670196070 |
| 2019-07-01 | 236.2075310599990 |
| 2019-08-01 | 237.4359402748140 |
| 2019-09-01 | 237.7374811540330 |
| 2019-10-01 | 238.8934742973040 |
| 2019-11-01 | 240.1690601544950 |
| 2019-12-01 | 240.8474000593390 |
| 2020-01-01 | 243.6959670207970 |
| 2020-02-01 | 242.8406846797020 |
| 2020-03-01 | 241.3065975193570 |
| 2020-04-01 | 195.6676647578180 |
| 2020-05-01 | 202.3721794270970 |
| 2020-06-01 | 212.3518682773930 |
| 2020-07-01 | 216.3991525645420 |
| 2020-08-01 | 220.7446010308110 |
| 2020-09-01 | 222.5067801276050 |
| 2020-10-01 | 225.3986719676760 |
| 2020-11-01 | 223.8026711018400 |
| 2020-12-01 | 223.6114672100890 |
| 2021-01-01 | 224.3074976356590 |
| 2021-02-01 | 225.2371420017070 |
| 2021-03-01 | 227.2772145270360 |
| 2021-04-01 | 228.2687490288610 |
| 2021-05-01 | 228.1290727048710 |
| 2021-06-01 | 228.2916463473850 |
| 2021-07-01 | 228.2515575632260 |
| 2021-08-01 | 228.0040956553970 |
| 2021-09-01 | 228.1929820704390 |
| 2021-10-01 | 231.0822345963140 |
| 2021-11-01 | 232.3818765689020 |
| 2021-12-01 | 234.9758125440630 |
| 2022-01-01 | 234.0990058633630 |
| 2022-02-01 | 236.2963388518030 |
| 2022-03-01 | 237.9479603108090 |
| 2022-04-01 | 239.9206644992350 |
| 2022-05-01 | 243.2119138054650 |
| 2022-06-01 | 241.6202296674430 |
| 2022-07-01 | 245.1068544460140 |
| 2022-08-01 | 245.6132673761340 |
| 2022-09-01 | 248.2142414551790 |
| 2022-10-01 | 249.5207891569810 |
| 2022-11-01 | 250.6913055170200 |
| 2022-12-01 | 252.0121916805390 |
| 2023-01-01 | 252.3251111416950 |
| 2023-02-01 | 253.7026929766300 |
| 2023-03-01 | 254.8359510419510 |
| 2023-04-01 | 255.9750645941120 |
| 2023-05-01 | 256.8971216823510 |
| 2023-06-01 | 259.1247785579720 |
| 2023-07-01 | 260.9013160510670 |
| 2023-08-01 | 262.0022121327570 |
| 2023-09-01 | 263.5011241722250 |
| 2023-10-01 | 264.8860314542900 |
| 2023-11-01 | 266.1703749779510 |
| 2023-12-01 | 268.7472487657680 |
| 2024-01-01 | 273.7384218960440 |
| 2024-02-01 | 274.5771882953760 |
| 2024-03-01 | 275.8599688536350 |
| 2024-04-01 | 276.3054068236970 |
| 2024-05-01 | 277.6345580697660 |
| 2024-06-01 | 279.8462173671550 |
| 2024-07-01 | 278.8133891712440 |
| 2024-08-01 | 280.1978009142820 |
| 2024-09-01 | 281.3375500416830 |
| 2024-10-01 | 281.7453162350750 |
| 2024-11-01 | 283.7424855159140 |
| 2024-12-01 | 284.6020760510630 |
| 2025-01-01 | 285.7762723300590 |
| 2025-02-01 | 285.9721493001240 |
| 2025-03-01 | 286.8301196138540 |
| 2025-04-01 | 288.4520507252710 |
| 2025-05-01 | 289.4589301110330 |
| 2025-06-01 | 289.9251928005210 |
| 2025-07-01 | 291.9798958479890 |
| 2025-08-01 | 293.2062060339910 |
| 2025-09-01 | 293.4588666589640 |
| 2025-10-01 | 293.6087998707230 |
| 2025-11-01 | 294.3995516437540 |
| 2025-12-01 | 295.4668765696920 |
| 2026-01-01 | 296.2639502382690 |