Welcome to the Next Word Prediction App!

Our app uses advanced text prediction algorithms to provide the next word suggestions based on your input text. This app leverages natural language processing techniques to enhance your typing experience.

Key Features:

1. Trigram Model: Uses trigrams to predict the next word based on the previous two words.
2. Efficient Processing: Optimized for fast and accurate predictions.
3. User-Friendly Interface: Simple and intuitive UI for easy use.

Our app analyzes your input text and suggests the most likely next words, making your typing faster and more efficient.

Benefits:

• Accuracy: Provides highly accurate predictions by considering the context of the input text.
• Speed: Quickly processes input to give real-time suggestions.
• Flexibility: Handles a wide range of input types and lengths.

This app is designed to improve productivity and enhance the user experience by offering intelligent word predictions.

Data Visualizations:

• Prediction Frequency: Displays the most frequent predictions.
• Word Clouds: Visualize common next word suggestions.
• Historical Accuracy: Track the accuracy of predictions over time.

These visualizations help users understand the prediction patterns and improve their writing efficiency.

How to Use:

1. Enter your text in the input field.
2. Click “Predict Next Word”.
3. View the top 3 next word suggestions.

Try it now and experience the power of predictive text!

Visit our Shiny app to get started and see how it can enhance your typing experience.