Introduction

Predicting the next word in a phrase using NLP

What is the Next Word Predictor?

• A Shiny app that predicts the next word based on an input phrase
• Utilizes natural language processing techniques
• Simple and intuitive user interface

How it Works

Step-by-Step Process

• User inputs a phrase
• The app uses an n-gram model to find the most probable next word
• The prediction is displayed to the user

Technical Details

• Built with Shiny, a web application framework for R
• Uses tidytext and dplyr for text processing and data manipulation
• Simple bigram model for word prediction (can be extended to more complex models)

Conclusion

Key Takeaways

• Provides a quick and easy way to predict the next word in a phrase
• Potential applications in text completion, writing aids, and more
• Future enhancements: larger datasets, more advanced NLP models