Giter Site home page Giter Site logo

ritaran / natural_language_processing Goto Github PK

View Code? Open in Web Editor NEW

This project forked from xingyuyan/natural_language_processing

0.0 1.0 0.0 81.18 MB

Web Scraping; Distance among Movies; Topic Modeling

License: MIT License

Jupyter Notebook 99.98% Python 0.02%

natural_language_processing's Introduction

Natural_Language_Processing

This is a collaborative project on NLP. Our goal is to construct metric to measure the distances among movies based on web-scraped movie reviews and descriptions, and recommend movie topics that attract people most to movie producers.

We have finisehd so far:

  • Got a list of 3000 movies on Netflix.
  • Scraped reviews of these movies on IMDB and descriptions on Wikipedia pages.
  • Cleaned data, including removing stop words and finishing stemming.
  • Caculated significant n-grams.

Our plan for future:

  • Create distance metric of movies.
  • topic modeling.
  • ...

natural_language_processing's People

Contributors

xingyuyan avatar ceciliashi avatar

Watchers

James Cloos avatar

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.