January 2026

Problem Overview

  • Predict the next word a user is likely to type
  • Useful for messaging and writing assistance
  • Focus on simplicity and speed

Data Used

  • Blogs
  • News articles
  • Twitter posts
  • Large real-world text dataset

Prediction Algorithm

  • Uses n-gram language modeling
  • Predicts the next word based on previous words
  • Optimized for fast response

The Shiny App

  • User enters a phrase
  • App predicts the next word
  • Simple and easy-to-use interface

User Experience & Value

  • Fast predictions
  • Intuitive design
  • Useful text prediction tool