Python package Fuzzy project- Gender Prediction using Sound

PythonpackageFuzzyproject-GenderPredictionusingSound

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ProjectDescription

Thesamenamecanbespelledoutinamanyways(forexample,MarcandMark,or ElizabethandElisabeth).Soundcan,therefore,beabetterwaytomatchnamesthan spelling.Inthisproject,youwillusethePythonpackageFuzzytofindoutthegendersof authorsthathaveappearedintheNewYorkTimesBestSellerlistforChildren'sPicture books.

First,usingfuzzy(sound)namematching,youwillsearchforauthornamesinadataset providedbytheUSSocialSecurityAdministrationthatcontainsnamesandgendersofall individualswhohaveappliedforSocialSecurityCards.Next,we'llaggregatetheauthor datasetbyincludinggender.Finally,youwillusethenewdatasettoplotthegender distributionofchildren'spicturebooksauthorsovertime.

Tocompletethisproject,youshouldbefamiliarwith pandas DataFrames,NumPyforbasic statistics,andMatplotlibforplotting.

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Analyzethegenderdistributionofchildren'sbookwritersandusesoundtomatchnamestogender.

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