Title: All Employees: Education and Health Services: Home Health Care Services in Pennsylvania Series ID: SMU42000006562160001SA 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 2024-02-01 Last Updated: 2024-03-23 4:57 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/SMU42000006562160001). 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 14.379727130744500 1990-02-01 14.419402241133099 1990-03-01 14.473511750516900 1990-04-01 14.396702173384100 1990-05-01 14.495768701139400 1990-06-01 14.497273892143500 1990-07-01 14.700450622537800 1990-08-01 14.745205708850600 1990-09-01 14.934576314673800 1990-10-01 15.097689797780600 1990-11-01 15.266840695371599 1990-12-01 15.255815593059600 1991-01-01 15.096778473399999 1991-02-01 15.340604297530902 1991-03-01 15.383030267312600 1991-04-01 15.505624310080600 1991-05-01 15.486357408219302 1991-06-01 15.796335855892698 1991-07-01 15.789591174182402 1991-08-01 16.139348118918000 1991-09-01 16.326535626875998 1991-10-01 16.285128623271900 1991-11-01 16.558450853816500 1991-12-01 16.736175271257000 1992-01-01 17.034832893128300 1992-02-01 17.274563269487500 1992-03-01 17.303954695530300 1992-04-01 17.722203032215603 1992-05-01 17.974899675558900 1992-06-01 18.190010053843200 1992-07-01 18.473124437503800 1992-08-01 18.627627415975700 1992-09-01 18.710699652828100 1992-10-01 19.560575440160900 1992-11-01 19.243488731629200 1992-12-01 19.499496620966500 1993-01-01 20.086050109690800 1993-02-01 20.010668584600000 1993-03-01 20.019978574384100 1993-04-01 20.748669484605397 1993-05-01 20.962153381613200 1993-06-01 21.080467481668700 1993-07-01 21.469975871334697 1993-08-01 21.627081841454600 1993-09-01 21.904202213405300 1993-10-01 23.032082040807300 1993-11-01 23.013441310283298 1993-12-01 23.253236770007895 1994-01-01 23.122423822908804 1994-02-01 23.442504159423000 1994-03-01 23.728844742204398 1994-04-01 23.872523711652605 1994-05-01 24.357204691861302 1994-06-01 24.871838355341000 1994-07-01 24.694948695595603 1994-08-01 24.638542127902700 1994-09-01 24.993960365641698 1994-10-01 25.317233771424497 1994-11-01 25.504327317901200 1994-12-01 25.820831430601600 1995-01-01 25.940208599465603 1995-02-01 26.143713618202895 1995-03-01 26.503964511292800 1995-04-01 26.088568930338603 1995-05-01 25.963307810356497 1995-06-01 26.370515482490898 1995-07-01 26.537679195566103 1995-08-01 26.766507438503400 1995-09-01 27.003380246022395 1995-10-01 27.008833114338003 1995-11-01 27.190625967507300 1995-12-01 27.315020131314100 1996-01-01 26.611596807322698 1996-02-01 27.520967534556900 1996-03-01 27.657224984675196 1996-04-01 27.678327828210897 1996-05-01 27.585008592613896 1996-06-01 27.770898961658700 1996-07-01 27.587537479480300 1996-08-01 27.697144746634800 1996-09-01 27.696759663975897 1996-10-01 27.823918895361800 1996-11-01 27.997790318891000 1996-12-01 27.840388417489900 1997-01-01 28.994247466861300 1997-02-01 29.107959424499697 1997-03-01 29.121189032579498 1997-04-01 29.144431812360395 1997-05-01 29.314477116290900 1997-06-01 28.972185312391500 1997-07-01 29.207666450782300 1997-08-01 29.614245622959398 1997-09-01 29.391072718391300 1997-10-01 30.229566803333100 1997-11-01 30.196424364571400 1997-12-01 30.272786886107202 1998-01-01 30.166867720753604 1998-02-01 29.995302856444603 1998-03-01 29.685084086163300 1998-04-01 29.489173119777398 1998-05-01 29.221920599048300 1998-06-01 28.990019669885896 1998-07-01 28.018892433086800 1998-08-01 27.733600964500297 1998-09-01 27.298305094266897 1998-10-01 27.262279332509898 1998-11-01 26.974146260396500 1998-12-01 26.638589560342500 1999-01-01 26.093461912418300 1999-02-01 26.132945639982300 1999-03-01 26.240743524706800 1999-04-01 26.232097811198500 1999-05-01 26.103883375507700 1999-06-01 25.999060395549396 1999-07-01 25.930360967741603 1999-08-01 25.750247221339198 1999-09-01 25.905519602173100 1999-10-01 25.875563119174800 1999-11-01 25.921762415695200 1999-12-01 25.974280624034500 2000-01-01 26.289818197829200 2000-02-01 26.126744382758897 2000-03-01 26.330305235387502 2000-04-01 25.795757075338603 2000-05-01 25.562454507610898 2000-06-01 24.797461309971105 2000-07-01 23.957277375827800 2000-08-01 23.872158196696000 2000-09-01 23.714578783163900 2000-10-01 23.586490150926600 2000-11-01 23.569847851850700 2000-12-01 23.494589021699300 2001-01-01 23.559528947870604 2001-02-01 23.695017454678197 2001-03-01 23.715545261417700 2001-04-01 24.078417244256897 2001-05-01 23.828587136853500 2001-06-01 23.874788809103798 2001-07-01 24.190538780810197 2001-08-01 24.391194597353900 2001-09-01 24.413890563925400 2001-10-01 24.179048485285200 2001-11-01 24.474017902927603 2001-12-01 24.685456430184600 2002-01-01 24.685816048338104 2002-02-01 24.697075023087500 2002-03-01 24.831229807118202 2002-04-01 24.968317020883300 2002-05-01 25.090338587950303 2002-06-01 25.054748510189500 2002-07-01 24.924274426211902 2002-08-01 25.010465089288600 2002-09-01 25.212605817736396 2002-10-01 25.266781687015700 2002-11-01 25.375658898782600 2002-12-01 25.358011444680600 2003-01-01 25.807483392722897 2003-02-01 25.598868126662000 2003-03-01 25.651002492340304 2003-04-01 25.769560950852900 2003-05-01 25.970338820031400 2003-06-01 26.228750262972103 2003-07-01 25.855016190562800 2003-08-01 25.927934278882297 2003-09-01 26.012468834814502 2003-10-01 26.260038121207500 2003-11-01 26.264439635022804 2003-12-01 26.621707697170200 2004-01-01 26.317766410929700 2004-02-01 26.400458759491100 2004-03-01 26.666484548753600 2004-04-01 26.777578311795000 2004-05-01 27.066693098275200 2004-06-01 27.413555500087398 2004-07-01 27.978009860368500 2004-08-01 27.439073982151200 2004-09-01 27.607121881028900 2004-10-01 28.048755358902103 2004-11-01 28.345720359798303 2004-12-01 28.583954411402600 2005-01-01 28.740573107154898 2005-02-01 29.121955533437800 2005-03-01 29.075252367913500 2005-04-01 29.397951453805800 2005-05-01 29.285163367510098 2005-06-01 29.399709507018600 2005-07-01 29.783524309037800 2005-08-01 29.834909390482203 2005-09-01 30.102770948668102 2005-10-01 30.148626908805000 2005-11-01 30.219107840656700 2005-12-01 30.352855900512200 2006-01-01 30.754105363126303 2006-02-01 30.719897907708700 2006-03-01 30.879020275768600 2006-04-01 31.021884968151300 2006-05-01 31.219558683696700 2006-06-01 31.411375168424897 2006-07-01 31.365104793325600 2006-08-01 31.618704790565200 2006-09-01 31.806002578227200 2006-10-01 31.844090798791800 2006-11-01 31.988141036870303 2006-12-01 32.232026405791004 2007-01-01 32.152960662237000 2007-02-01 32.028038934389900 2007-03-01 32.383738328442895 2007-04-01 32.252666227517700 2007-05-01 32.443799194564700 2007-06-01 32.519919492646500 2007-07-01 32.549450339651400 2007-08-01 32.801858645805900 2007-09-01 32.815460970629600 2007-10-01 32.946277983180900 2007-11-01 32.951533759851700 2007-12-01 32.916931193687800 2008-01-01 33.150742162101900 2008-02-01 33.450731357508500 2008-03-01 33.592357953180900 2008-04-01 33.682531921731200 2008-05-01 33.650806087539000 2008-06-01 33.724062611086005 2008-07-01 33.935058110438900 2008-08-01 34.198947031611200 2008-09-01 33.925526378263896 2008-10-01 34.031209558468000 2008-11-01 34.219887016729700 2008-12-01 34.406958906247000 2009-01-01 34.559321670025400 2009-02-01 34.676783909768300 2009-03-01 34.690874181212300 2009-04-01 34.799383996276200 2009-05-01 34.945460110409000 2009-06-01 35.122305341646200 2009-07-01 35.319345297302500 2009-08-01 35.308351159695505 2009-09-01 35.440257650187000 2009-10-01 35.629008327452000 2009-11-01 35.801413495346600 2009-12-01 35.789313418637400 2010-01-01 35.962634456144400 2010-02-01 35.587730825744100 2010-03-01 35.986579269460500 2010-04-01 36.200905328629700 2010-05-01 36.930967355677400 2010-06-01 36.426793428974600 2010-07-01 36.906143744592600 2010-08-01 37.240157903064706 2010-09-01 37.345102120485800 2010-10-01 37.530711637598600 2010-11-01 37.794234393372705 2010-12-01 37.878188192202600 2011-01-01 37.756405575044106 2011-02-01 37.809657474984400 2011-03-01 37.978007912772500 2011-04-01 38.192917084338106 2011-05-01 38.290491787038200 2011-06-01 38.527124668042100 2011-07-01 38.615983286136000 2011-08-01 38.783514298467296 2011-09-01 39.151375711249300 2011-10-01 39.346817079361800 2011-11-01 39.302505729304400 2011-12-01 39.560448155872100 2012-01-01 39.842836617766790 2012-02-01 40.440791136638495 2012-03-01 40.568728986173700 2012-04-01 40.671615326041100 2012-05-01 40.735288961274500 2012-06-01 40.818465605760600 2012-07-01 41.034499292343400 2012-08-01 41.146244337119604 2012-09-01 41.164527639307300 2012-10-01 41.246513055668004 2012-11-01 41.320709236607100 2012-12-01 41.862661117933400 2013-01-01 42.217855331455900 2013-02-01 42.460497599000200 2013-03-01 42.555323311324800 2013-04-01 42.527998330176700 2013-05-01 42.778828798126000 2013-06-01 43.022157668687704 2013-07-01 43.339328550192100 2013-08-01 43.707387218177395 2013-09-01 43.990355662483500 2013-10-01 44.150953014991295 2013-11-01 44.737040375166500 2013-12-01 44.965525309799100 2014-01-01 45.080547573170605 2014-02-01 44.856076404188606 2014-03-01 45.658551874477100 2014-04-01 45.997356823292506 2014-05-01 46.530275202234400 2014-06-01 46.720126277165605 2014-07-01 46.938746720228500 2014-08-01 47.269612973641000 2014-09-01 47.805101721335710 2014-10-01 48.246450241267990 2014-11-01 48.849944929141500 2014-12-01 48.777539357488200 2015-01-01 49.055718574060110 2015-02-01 49.242058292456505 2015-03-01 49.673529594893395 2015-04-01 50.377138612379800 2015-05-01 50.702605740022400 2015-06-01 51.118554660750895 2015-07-01 51.343792692290200 2015-08-01 51.513370095043200 2015-09-01 51.806262254596206 2015-10-01 52.539787181904600 2015-11-01 52.758456173726906 2015-12-01 53.188255680108100 2016-01-01 53.853481167437600 2016-02-01 53.995929040154600 2016-03-01 54.685233504063795 2016-04-01 55.274610543456500 2016-05-01 55.514770853559000 2016-06-01 55.610420778016900 2016-07-01 56.368570013185900 2016-08-01 56.665839328306504 2016-09-01 56.871073986722790 2016-10-01 57.099302369886210 2016-11-01 57.560811610857110 2016-12-01 57.513738288800710 2017-01-01 58.975876956337500 2017-02-01 58.922290883347210 2017-03-01 58.868996714572496 2017-04-01 58.991440770023296 2017-05-01 59.568440179527500 2017-06-01 60.022952343182600 2017-07-01 60.503163313423100 2017-08-01 61.089837427094295 2017-09-01 61.725868938610600 2017-10-01 61.946630943783290 2017-11-01 62.331902333976500 2017-12-01 62.938667479862500 2018-01-01 63.425418741497495 2018-02-01 64.234630951504710 2018-03-01 64.522236126118710 2018-04-01 65.139132277599800 2018-05-01 65.427118196150600 2018-06-01 66.051845221941200 2018-07-01 66.257840393965800 2018-08-01 66.528763347834500 2018-09-01 66.464637340004600 2018-10-01 66.570747874781100 2018-11-01 66.762753528033400 2018-12-01 67.472687489703900 2019-01-01 67.104294294187400 2019-02-01 67.158230917631290 2019-03-01 67.372947554694200 2019-04-01 67.373160358479990 2019-05-01 67.375849800001600 2019-06-01 67.393989369703800 2019-07-01 67.300453158548600 2019-08-01 67.433644304290900 2019-09-01 68.119962353174800 2019-10-01 68.411770500343890 2019-11-01 68.592516343333300 2019-12-01 68.821067130639490 2020-01-01 69.580833136135910 2020-02-01 69.341993476803300 2020-03-01 68.820072031025800 2020-04-01 63.555474565125710 2020-05-01 64.189036574034600 2020-06-01 65.133699782713010 2020-07-01 65.114985978895200 2020-08-01 65.650504919642900 2020-09-01 65.709578303014000 2020-10-01 66.191607853177700 2020-11-01 66.353435941893900 2020-12-01 66.289305898548100 2021-01-01 66.296156660646600 2021-02-01 66.441148417309200 2021-03-01 66.891695635971700 2021-04-01 66.812106457414700 2021-05-01 66.857883859012300 2021-06-01 66.763570008962400 2021-07-01 67.018972309302500 2021-08-01 66.965654775374790 2021-09-01 67.110900497133000 2021-10-01 67.503193892589100 2021-11-01 67.721130473138800 2021-12-01 68.231979063133200 2022-01-01 67.427693319597990 2022-02-01 68.466177197980400 2022-03-01 68.557759492174800 2022-04-01 69.055125550327700 2022-05-01 69.502937031908800 2022-06-01 69.886902052131200 2022-07-01 70.414991051897200 2022-08-01 71.012446724738910 2022-09-01 71.604322023952900 2022-10-01 71.724517366036790 2022-11-01 72.088888952508910 2022-12-01 72.763131727756800 2023-01-01 73.384743366473290 2023-02-01 73.775660875796000 2023-03-01 74.446898678976500 2023-04-01 74.996339742237000 2023-05-01 75.242202908663500 2023-06-01 75.491677176607510 2023-07-01 75.820342748944300 2023-08-01 76.049132354228090 2023-09-01 76.495494884110300 2023-10-01 76.957718882953600 2023-11-01 77.775814895754990 2023-12-01 77.969155125875600 2024-01-01 78.618395342229300 2024-02-01 79.195221714893100