Project Goal

  • Build predictive text model
  • Predict next word
  • Use NLP techniques

Dataset

  • Blogs
  • News
  • Twitter
  • English text corpus

Algorithm

  • Text cleaning
  • Trigram model
  • Frequency-based prediction
  • Next-word suggestion

Shiny App

  • User enters phrase
  • App predicts next word
  • Interactive interface

Conclusion

  • Simple and fast prediction
  • User-friendly app
  • Future improvement:
    • larger dataset
    • better accuracy