/Vice-Media

Primary LanguageJupyter NotebookMIT LicenseMIT

Vice-Media

Analyze different aspects of the content and traffic distribution

Traffic Channel Distribution by Section
  • ~46.49% from Search
  • ~37.74% from Social
  • ~9.25% from News Aggregators
  • ~6.52% from Other
Content Output and Traffic Across Locales and Languages
  • 90% of total views are on English content.
  • US English has the most views, followed by Denmark.
  • Most locales/language viewership arrives from social media.
Recommendations for Future Content Investment
  • Publish most content between Monday-Thursday.
  • Increase horoscope content output and market on social media.
  • Realign focus on US Culture by identifying blockers and staying relevant.
  • Stay up to date with tech news.
Afterthoughts
  • Track average user session time and engagement metrics (likes, comments, shares, dwell time, bounce/click-through rate).
  • Conduct sentiment analysis on comments.
  • Personalize articles, introduce different post types, and encourage reporters to post regularly.
  • Build a model using demographics and browsing behaviors to improve metrics.
  • Consider consumer surveys outside Vice to benchmark engagement for specific articles or sections.