NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. 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 2024-04-01 Last Updated: 2024-05-18 6:08 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU42000006562400001). 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 55.113528528453500 1990-02-01 55.349583361167404 1990-03-01 55.416961839785790 1990-04-01 55.529232688510290 1990-05-01 55.903497736377794 1990-06-01 56.620578478799295 1990-07-01 56.623437182927105 1990-08-01 57.154894374675500 1990-09-01 57.395269152375500 1990-10-01 57.591155250925105 1990-11-01 57.861802039841700 1990-12-01 57.863785543274005 1991-01-01 59.930778866586800 1991-02-01 60.267697835970710 1991-03-01 60.584525279556890 1991-04-01 61.199417466820400 1991-05-01 61.536754432084890 1991-06-01 62.116877288386604 1991-07-01 62.517001809258700 1991-08-01 62.904710172995900 1991-09-01 63.723362168072400 1991-10-01 63.816272874594000 1991-11-01 64.263332250503910 1991-12-01 65.060655226177300 1992-01-01 65.551796861441090 1992-02-01 66.003380890882210 1992-03-01 66.442912742500300 1992-04-01 66.977387496331900 1992-05-01 67.379723954421000 1992-06-01 67.408480604700100 1992-07-01 67.590295018276990 1992-08-01 67.726918833795790 1992-09-01 67.939596649056800 1992-10-01 69.536517289285900 1992-11-01 69.275220171206800 1992-12-01 69.348772880372800 1993-01-01 69.777846683138600 1993-02-01 70.361865782045900 1993-03-01 70.327930058952800 1993-04-01 70.275735211923800 1993-05-01 70.446885705367100 1993-06-01 70.892493724845410 1993-07-01 71.647851028608500 1993-08-01 72.021065639575000 1993-09-01 72.465643655146300 1993-10-01 73.041152403103200 1993-11-01 73.377821472490800 1993-12-01 73.849573798476410 1994-01-01 74.121436978356200 1994-02-01 74.520345204740900 1994-03-01 74.922866846429700 1994-04-01 76.177707536334000 1994-05-01 76.401630781794210 1994-06-01 76.643597064089100 1994-07-01 78.067351154906400 1994-08-01 78.611125083629290 1994-09-01 79.012820309186300 1994-10-01 79.157340308493000 1994-11-01 79.377969482784700 1994-12-01 79.540449613819290 1995-01-01 80.204387079518200 1995-02-01 80.596611155674810 1995-03-01 80.857356252330800 1995-04-01 80.686824871552200 1995-05-01 80.762757099238300 1995-06-01 81.054978344078400 1995-07-01 80.275417977693010 1995-08-01 81.257409487834100 1995-09-01 81.443303837831410 1995-10-01 80.965636093096000 1995-11-01 80.966429093982800 1995-12-01 81.067064411384700 1996-01-01 79.958794827506300 1996-02-01 80.932494536929710 1996-03-01 81.127593854253400 1996-04-01 81.424694093547800 1996-05-01 81.496714614747900 1996-06-01 81.437120557449900 1996-07-01 81.754680910701300 1996-08-01 82.011287620437100 1996-09-01 82.253757400178200 1996-10-01 82.797868073381990 1996-11-01 83.066432411539600 1996-12-01 83.390842190782300 1997-01-01 83.620729155137410 1997-02-01 84.068932426620800 1997-03-01 84.204884140826600 1997-04-01 84.534475956565000 1997-05-01 85.002848184983300 1997-06-01 85.298962088512500 1997-07-01 85.217174981497590 1997-08-01 85.907876054326920 1997-09-01 86.091403265739590 1997-10-01 83.440251708131700 1997-11-01 83.769738021586900 1997-12-01 84.336654661370420 1998-01-01 84.127100024196710 1998-02-01 84.442359852074920 1998-03-01 84.858455994271000 1998-04-01 85.384773960783300 1998-05-01 85.664924403797410 1998-06-01 86.373772876170700 1998-07-01 86.217540978871400 1998-08-01 85.782679377450300 1998-09-01 85.902156704574210 1998-10-01 87.200584384696600 1998-11-01 87.485453277058410 1998-12-01 87.175605999237500 1999-01-01 87.632821698467410 1999-02-01 87.810564598116910 1999-03-01 88.191439283092900 1999-04-01 88.324470342514300 1999-05-01 88.497076545749100 1999-06-01 88.862662138726500 1999-07-01 89.249190918218800 1999-08-01 89.063256629700900 1999-09-01 89.742603870264300 1999-10-01 89.641244182913400 1999-11-01 89.822242839743300 1999-12-01 89.916861488579400 2000-01-01 90.114856689036710 2000-02-01 90.364993071693090 2000-03-01 90.389869581700710 2000-04-01 90.776291864824500 2000-05-01 90.930098762362590 2000-06-01 91.459905866951290 2000-07-01 91.943182639265190 2000-08-01 92.334664836623500 2000-09-01 92.370604723361500 2000-10-01 92.460324170463010 2000-11-01 92.861361594123710 2000-12-01 93.233839574381290 2001-01-01 94.513478544795590 2001-02-01 94.545938635781710 2001-03-01 94.291905508171910 2001-04-01 94.694770911349510 2001-05-01 95.228459576931210 2001-06-01 95.675830864867890 2001-07-01 95.859503722253590 2001-08-01 97.597801235803200 2001-09-01 97.035563843273200 2001-10-01 97.667381354000090 2001-11-01 98.299371591674190 2001-12-01 98.842397717931010 2002-01-01 99.408360015206200 2002-02-01 99.943741745927080 2002-03-01 100.589412949002990 2002-04-01 100.197106863928000 2002-05-01 100.379518854795000 2002-06-01 100.406934383668000 2002-07-01 100.725025410695000 2002-08-01 100.892297496525000 2002-09-01 100.802675878782990 2002-10-01 101.021987978099000 2002-11-01 100.894611574030000 2002-12-01 101.232141803528010 2003-01-01 101.079898777192000 2003-02-01 101.255969804818000 2003-03-01 101.705718427322990 2003-04-01 102.078065081066000 2003-05-01 102.336794921297000 2003-06-01 102.809238157402000 2003-07-01 102.794175903885000 2003-08-01 103.332140158122000 2003-09-01 103.472094812122990 2003-10-01 103.749996955891990 2003-11-01 104.066498275403000 2003-12-01 104.817946661886010 2004-01-01 104.441746790892000 2004-02-01 104.586697417540000 2004-03-01 105.431761850194000 2004-04-01 106.222283633322000 2004-05-01 107.042670942172000 2004-06-01 108.214881513890990 2004-07-01 109.158827369676000 2004-08-01 109.958347203547000 2004-09-01 110.566372433711000 2004-10-01 111.085596899116000 2004-11-01 112.005865586863990 2004-12-01 113.116755385165000 2005-01-01 114.409476972257010 2005-02-01 115.818272476039010 2005-03-01 116.373375946007000 2005-04-01 118.925525787456000 2005-05-01 119.869199238920000 2005-06-01 120.593518878309000 2005-07-01 123.204059037206990 2005-08-01 124.140380328021000 2005-09-01 125.505202864885000 2005-10-01 126.871779604236000 2005-11-01 127.857445773250000 2005-12-01 128.438511493847020 2006-01-01 129.271456597130000 2006-02-01 129.610538245040000 2006-03-01 130.194208526969000 2006-04-01 131.927405825011000 2006-05-01 130.986292353729000 2006-06-01 131.395934918020000 2006-07-01 132.122785015727000 2006-08-01 132.107055653909000 2006-09-01 131.954090699445000 2006-10-01 133.455196907932000 2006-11-01 133.793537781004000 2006-12-01 134.257038865860000 2007-01-01 134.400994977185000 2007-02-01 134.855869582316000 2007-03-01 135.293308908854020 2007-04-01 136.679648964511000 2007-05-01 137.252003330626000 2007-06-01 137.654513705309000 2007-07-01 138.346847145641000 2007-08-01 138.943598000883010 2007-09-01 139.365089371745000 2007-10-01 140.374708220201000 2007-11-01 141.077760902803000 2007-12-01 140.940262646407000 2008-01-01 142.548901107789000 2008-02-01 143.619033424458000 2008-03-01 143.763974060877980 2008-04-01 144.422994583248000 2008-05-01 145.031744159223000 2008-06-01 145.801146687162000 2008-07-01 146.385222838971000 2008-08-01 147.770455789683000 2008-09-01 148.543019395439000 2008-10-01 149.119321076184000 2008-11-01 149.567236440000000 2008-12-01 150.186824972785000 2009-01-01 151.017288791828000 2009-02-01 151.998948607699000 2009-03-01 152.526708499966000 2009-04-01 152.600259762894000 2009-05-01 152.944044273313000 2009-06-01 153.458594354515980 2009-07-01 154.219579856099000 2009-08-01 153.228177951865000 2009-09-01 152.429976614638000 2009-10-01 153.359329963901020 2009-11-01 154.191212139171000 2009-12-01 154.193320555793000 2010-01-01 154.685695527684000 2010-02-01 154.470113557816000 2010-03-01 155.980491153596000 2010-04-01 158.027180472305000 2010-05-01 158.343855800599980 2010-06-01 158.714454386539980 2010-07-01 159.654705633467020 2010-08-01 160.194295835062000 2010-09-01 160.864572345696000 2010-10-01 161.356023776438000 2010-11-01 161.659109168739000 2010-12-01 162.371160389759000 2011-01-01 162.849558739356000 2011-02-01 162.514170774183010 2011-03-01 162.780927894733000 2011-04-01 162.583062775511000 2011-05-01 162.053217568609000 2011-06-01 162.267096506358000 2011-07-01 162.875414936811000 2011-08-01 163.193605923416980 2011-09-01 164.129441940949000 2011-10-01 164.259204688035000 2011-11-01 164.521170667885000 2011-12-01 165.137202043964000 2012-01-01 165.205701192896020 2012-02-01 166.087746423200000 2012-03-01 166.651121323340000 2012-04-01 167.135624961560000 2012-05-01 167.761137333566000 2012-06-01 167.785581501075000 2012-07-01 166.732738969143000 2012-08-01 168.052686378818000 2012-09-01 168.299364469368980 2012-10-01 167.700783803265000 2012-11-01 167.862708839695000 2012-12-01 167.945778921127000 2013-01-01 167.103909538858000 2013-02-01 168.403939202693000 2013-03-01 168.775247836262000 2013-04-01 167.469767973386000 2013-05-01 167.285526483251000 2013-06-01 167.805946837914000 2013-07-01 165.608967800163980 2013-08-01 167.175083257235000 2013-09-01 168.285636682276000 2013-10-01 168.880342899174000 2013-11-01 170.043624893824020 2013-12-01 169.632686155163980 2014-01-01 170.228354520192000 2014-02-01 169.597550547392020 2014-03-01 170.893226050765000 2014-04-01 171.475858256993000 2014-05-01 172.410139023675980 2014-06-01 172.839992266142020 2014-07-01 172.606077679108000 2014-08-01 173.811045191077000 2014-09-01 174.520668049654000 2014-10-01 176.227536752878000 2014-11-01 176.227149293121980 2014-12-01 176.731599095159000 2015-01-01 177.219218221688000 2015-02-01 177.751939366559000 2015-03-01 177.781161251893000 2015-04-01 178.555975964306000 2015-05-01 179.611209672414020 2015-06-01 180.044677725209000 2015-07-01 181.269797738289000 2015-08-01 181.718193195726000 2015-09-01 181.928940879751020 2015-10-01 183.927108074616000 2015-11-01 184.629155992902980 2015-12-01 185.520927506929000 2016-01-01 186.655500018198000 2016-02-01 188.008053244138980 2016-03-01 189.321107237594000 2016-04-01 191.332137373363000 2016-05-01 191.834206962346000 2016-06-01 192.342091809530980 2016-07-01 193.914082989254980 2016-08-01 194.843201573018000 2016-09-01 196.440297011015020 2016-10-01 195.734593367370000 2016-11-01 196.496492436735000 2016-12-01 198.188132860972000 2017-01-01 200.493298071155000 2017-02-01 201.449475312542000 2017-03-01 202.584515495486000 2017-04-01 203.942705321437980 2017-05-01 204.656941171234020 2017-06-01 206.860613493110000 2017-07-01 207.809041810208020 2017-08-01 208.623408131192000 2017-09-01 210.647091479373020 2017-10-01 210.239550414557000 2017-11-01 211.536554184283970 2017-12-01 213.174398469450980 2018-01-01 213.254645786703970 2018-02-01 214.958160629104010 2018-03-01 216.264494190612000 2018-04-01 217.147955388629000 2018-05-01 218.513350331552000 2018-06-01 220.172702063939030 2018-07-01 221.055532480156000 2018-08-01 222.615751779949000 2018-09-01 223.614420017728000 2018-10-01 225.294221936981020 2018-11-01 226.677476510765980 2018-12-01 227.868312485162020 2019-01-01 228.557497931171980 2019-02-01 229.326300985840000 2019-03-01 230.887216946702000 2019-04-01 232.368130873448000 2019-05-01 233.989319936741000 2019-06-01 234.855813285509980 2019-07-01 236.148790930391020 2019-08-01 238.140279190662000 2019-09-01 238.362993936632000 2019-10-01 239.591961084719000 2019-11-01 240.870145549142000 2019-12-01 241.149361336917000 2020-01-01 243.130152877076000 2020-02-01 242.444161700794980 2020-03-01 240.823084856862980 2020-04-01 195.210722232131000 2020-05-01 201.730373712042000 2020-06-01 211.972054655560980 2020-07-01 216.386429093959000 2020-08-01 221.483948621736000 2020-09-01 223.020107243326980 2020-10-01 226.126585889416020 2020-11-01 224.576348296607020 2020-12-01 224.079008537210000 2021-01-01 223.659783925002000 2021-02-01 224.819975753963000 2021-03-01 226.820762097794980 2021-04-01 227.693842831165000 2021-05-01 227.346263462613000 2021-06-01 227.878416108957000 2021-07-01 228.245711347984000 2021-08-01 228.781006048815980 2021-09-01 228.671915080744010 2021-10-01 231.729419650387000 2021-11-01 233.211074933286030 2021-12-01 235.649779326812000 2022-01-01 233.194084034794000 2022-02-01 235.352578791167000 2022-03-01 236.821486955469030 2022-04-01 238.312943328807000 2022-05-01 241.161949162564000 2022-06-01 239.688757170283030 2022-07-01 243.453085716557000 2022-08-01 244.454130710564020 2022-09-01 246.427901518487000 2022-10-01 247.498843087611020 2022-11-01 248.670680675239000 2022-12-01 249.896541215585000 2023-01-01 251.372766321196000 2023-02-01 252.769698131649020 2023-03-01 253.749268434844030 2023-04-01 255.171702499290000 2023-05-01 255.840221289782000 2023-06-01 257.633809585373970 2023-07-01 260.193690571996970 2023-08-01 261.704602958544000 2023-09-01 262.581405505366000 2023-10-01 262.779039540858000 2023-11-01 265.099307261983000 2023-12-01 265.988769108658970 2024-01-01 268.212447864317000 2024-02-01 270.256351646818000 2024-03-01 271.810741728749000 2024-04-01 273.306901035336000