SwiftKey Word Prediction

Emmanuel O Darko
04/24/2021

Summary

As new phones or electronics emerges, the need for completing task quickly is also rising. Swiftkey is a leading keyboard text prediction that predicts the next word or next phrase when one starts typing. The goal of this project is to predict a possible next word as users start typing in order to suggest or improve typing speed using SwiftKey data.

How Model was built

The data was sampled and 5% was used, a bigram, trigram and quadgram of words were carried out and the frequencies were carried out. when a user enters a word, say two words, the trigram dictionary is searched for the first two words matching the user input, the next higly frequent word is output as a prediction

How to use the App

  • Click on the link to the shiny.oi server
  • Enter at least two word for predictions
  • Click on submit for predicted word

Run on shiny