/Datathon-vs-Racism-2022

Datathon Against Racism - BCN Analytics 2022

Primary LanguageJupyter NotebookMIT LicenseMIT

Datathon-vs-Racism-2022

Datathon Against Racism - BCN Analytics 2022

Group name: !Another DS Group

(Not Another Data Science Group)

Winners of Best Insights!!!!

MVP at Hugginface

BETO model sample

Insights

  • A lot of doubt in defining what is racism even by professionals.
  • In Spain racism seems to be related with immigration while in LatinoAmerica racism is associated with discrimination by race.
  • The nationality that is most discriminated is moroccan and there is a general negative attitude towards muslims.
  • People of discriminated nationalities are recurrently associated by Spaniards to violence, illegal immigration, illegal house occupants and poverty.
  • Better division of train/val/test data.

Rules for analysing consensus

Case Label
All racist Strong racist
Racist ~ non-racist Mild racist
Racist > non-racist Mild racist
Racist + unknown Mild racist
Racist < non-racist Mild non-racist
Non-racist + unknown Mild non-racist
All non-racist Strong Non-racist
All Unknown Unknown