Git Product home page Git Product logo

antics's Projects

amb-node icon amb-node

Node app to interface with the AMB timing system

antics9port icon antics9port

Plan 9 from User Space :: Antics' Acme Modifications

pigeon icon pigeon

A private messenger for Android.

qualitative-analysis-for-well-being-management icon qualitative-analysis-for-well-being-management

Addressing the overall well-being of underserved communities has been a missing part of puzzle in Big Data Science. Every individuals should have an equal opportunity to reach their full potential in every sphere of their life, but reality is far behind this. Since so many individuals lack the opportunity to improve their lifestyle, the expulsion of health disparity has been emerged as a major worldwide public health objective. This project focuses on the analysis of the reasons for the prevalence of these problems in a rural community in India and thus preventing those at low cost and high speed. To unveil this, the content of the text data that has been obtained by conducting surveys and informal interviews, are analyzed using two different approaches: (i) Using Word2Vec which helps in understanding the relevant related keywords from the data and (ii) A Text Classification approach using a simple Artificial Neural Network (ANN), whose result is then visualized using a WordCloud. Textual data contains abundant qualitative information that are not easy to undergo a statistical analysis unlike quantitative data. The findings says that, for our data, the combination of Text Classification with Word2Vec provides more efficient results than using those modeling approaches individually, as it can find niche topics and associated vocabularies from the interview data. This project report provides an overview on the qualitative research, the techniques that are used to analyze our textual data for obtaining meaningful information, the limitations of those approaches and also suggests some possible ways for further study.

tuff icon tuff

tuff - are they who enjoy sidenotes in them hypertext

whitebophir icon whitebophir

Online collaborative Whiteboard that is simple, free, easy to use and to deploy

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.