/dplas

Deep Political Leaning Analysis System (DPLAS)

Primary LanguageC++MIT LicenseMIT

Deep Political Leaning Analysis System (DPLAS)

National Taiwan University 2016 Spring - Web Retrieval and Mining Final Project

Introduction

The main objective is to analyze a user’s political leaning based on his posts. With vector space model, we treat query (user’s posts) and documents (political par-ties’posts) as vectors.

Thus we can analyze user’s political leaning with distance or similarity between vectors.

Dependency

  • Scipy
  • sklearn
  • numpy

Demo

http://linux1.csie.org:7122

Build

  1. sudo pip3 install scipy numpy scikit-learn
  2. npm install
  3. npm start

HandOut

Report PPT spec

Data Set

data

License

Please refer to LICENSE for more details.