ADS Capstone Chronicles Revised

9

rr ea ct eo r bd ys acnodusnetvye, nr caoc leu mc antse. gI ot rr ye ,p os retxs, ma onrdt aal igt ye group. Next, the SDOH dataset was read in. County iwd ee rnet i fki ec ap tt i, oans fwi eel dl l s a (s i na cl ll usdoicni og etchoen oFmI Pi Sc ff ii ee ll dd s) rSeusruvlet yi n (gA CfSr)o, mw h itchhe o bAt ami nesr i ac alna r g Ce ovma rmi eut ny i toyf “dsaot cai”a lf ,o re ceoanc oh mUi.cS, . hc oouuns itny g(, UaSn Cd e dn es umsoBg ruarpe ha ui c, 2S u0 r2v4e)y. T( AhCe Sr e) SaDr eO H3 0m4e tAr mi c se ri inc atnh eCtoamb lme . uTnhi ti ys dmaot ratsaelti t yi sd a tjaosi ne te do n ttho e Ct hoeu n tsyt oFmI PaSc hf i e lcda. n c e r Following that, the FIPS to ZCTA crosswalk dd ae ltiams ei tte ri ss , r esakdi pirno wi nsi t i aal lnyd a s e na c ot edxitn gf i l ew, saos rc eoquul di rbe de pt or ompaenr luya rl leyabdei nd.eAf i fnteedr tbheaf ot , roentlhyet fwi loe faisesl do cs i wa t ee rde ZkCeTpAt : ct ho ed ec of ourn teya cFhI PaSr ec ao df oe ra na dt ot thael oc rf o s4s w4 ,a1l3k9w irl le cboerudsse dasnhdo r ttlwy ot o jfoi ei nl dtsh. e TChDiCs HZ CeTa lAt h aMr eeaass uarrees gt aebnleer at ol l yt hsemraelsl et ro ft hoaunr dFaI Pt aS. aearecahsF, IsPoSt.here are multiple ZCTAs that map to Fr ei na adl l yi,n t haen dC DiCn sHp ee catl et hd . MTehaes u rreasw d attaabsleet ii ss sc torduec tfuorre do nseu lcohc at thi ao tn , e ma ceha sruorwe nh aa ms et hfeo rZ Ct hTaAt r( aomw o, anngds tv aa l uf eewf o or tthheart mmeeat saudraet ai nctohl ua tml oncsa) t. i To no mt a ba kl ee ai tt et ahsei eZrCtToAwl oe rvke l wsiot ht, hwa te eaagcghr ergoawt e itsh ae Zh Ce aTlAt h rme geiaosnu raennda me aec, hw ictohl ut hmenc onlaummen ivsa loune es being the value for that measure within that

ri nodwi c’ sa tZeC Tt hAe rZe Cg Ti oAn . l oF coar t ei oxna ms upcl eh, aa sr e1c0o0r 1d awni dl l tt hh ee nv aa l uc eo l ub me i nn gw1o5u. 6l d, ibned iBc ai nt igneg Dt hr iant k1i n5g. 6, %w i tohf addr iunl kt s. aTghe ed 1h8i gohreor l dtehrei nvtahl aute Z Cf oTrA aa nr eya bg ii vnegne mwietahsinurteh,atthZeCTmA.ore prevalent that issue is In order to join the CDC Health Measures dZ Ca tTaAs ectr ot os sowuarl ko itsh jeori nt we do t od at ht aesCe Dt sC, ttha eb l Fe I(PaSf t et or wb eec aaugsgertehgeartee da r ei t maut l t ti ph lee ZZCCTTAA a rl eevaes l p) . e rTFhIePnS, aa rg ea ai n, t ahte tCh De CF IhPeSa l(tcho mu netays)ulreevse al rbey atgagkri engga tt eh de mr oewasn sf oorf tehaec hv a gl ui vees nf oFr IePaSc hc omdeea. sTuhr ee ar cersousl tsi na lgl tdaabt laes ei ts t ho ne n tf ihnea l l yF I jPoSi n ecdo db ea c kc ot ol u mo unr. mTahi ne c c o ol n u s m ol n id s a . ted dataset has 277,894 rows and 354 4.2 Preliminary Feature Engineering Tu sheed f ti ros tc oi tnevreartti ocna t oe fg of er iactaulr fei eel dn sg itnoe ne ruimn ge rwi caasl onne xets f opra rtth. e Tmoa c hbiengei nl e, a rwn ei n g i nmsopdeecltse di n tt hh ee cwaat se gr oa cr iec_anl a fmi eel d, ws ht hi caht cwo ne rt ae i nper de sveanl ut . e Ts hs ue cfhi ras st Wa ghe _i tnea moer f iLeal dt i nwoh. i cThh ec on n, t awi ne s ar lasnog ehs asvuec ht haes