Git Product home page Git Product logo

manosphere_analysis's Introduction

The Evolution of the Manosphere Across the Web

This repo contains the data and the analysis done in the paper "The Evolution of the Manosphere Across the Web".

@article{ribeiro2021evolution,
    title={The Evolution of the Manosphere Across the Web},
    author={Ribeiro, Manoel Horta and Blackburn, Jeremy and Bradlyn, 
            Barry and De Cristofaro, Emiliano and Stringhini, Gianluca and 
            Long, Summer and Greenberg, Stephanie and Zannettou, Savvas},
    booktitle = {{Proceedings of the 15th International AAAI Conference 
                  on Weblogs and Social Media (ICWSM'21)}},
    year={2021}
}

Analyses were done in Jupyter notebooks that are in the /notebooks/ folder:

  • activity_and_popularity.ipynbreproduces Figure 1 of the paper;
  • users_intersection.ipynb reproduces Figure 2 of the paper;
  • users_migration.ipynb reproduces Figure 3 of the paper;
  • toxicity_and_misoginy.ipynb reproduces Figure 4 of the paper;

Data

Data description stuff can be found in /data/.

manosphere_analysis's People

Contributors

manoelhortaribeiro avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  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.