This presentation explains the design and implementation of a next-word prediction application built using R and Shiny. The project applies basic Natural Language Processing concepts and pattern-based logic inspired by N-gram models to predict the next word from a user-entered phrase. It also demonstrates how predictive algorithms can be deployed as interactive web-based data products using shinyapps.io.

This report presents an exploratory analysis of the training text data used for building a word prediction application. The datasets were successfully downloaded and loaded into R. Basic summaries such as line counts, word counts, and frequency tables were created. Simple plots were used to visualize key features of the data. The findings will guide the development of the prediction algorithm and Shiny app.

This Shiny application allows users to explore how car transmission type (automatic or manual) affects fuel efficiency using the built-in mtcars dataset. By selecting a transmission type, users can view the average miles per gallon (MPG) and compare MPG values visually through a boxplot. The app is designed to be simple and beginner-friendly.

This webpage is created using R Markdown and demonstrates the use of the Leaflet package to build an interactive map. The map allows users to zoom, pan, and click on markers to view information about different locations. The document also displays the date of creation and is hosted online, fulfilling the requirements of the assignment.

This web-based presentation is created using R Markdown and showcases an interactive data visualization built with Plotly. The presentation includes the document creation date and explores the relationship between horsepower and miles per gallon using the mtcars dataset. The interactive plot allows users to hover, zoom, and explore the data dynamically, demonstrating the use of Plotly for creating engaging and informative web presentations.

This webpage is created using R Markdown and demonstrates the use of the Leaflet package to build an interactive map. The map allows users to zoom, pan, and click on markers to view information about different locations. The document also displays the date of creation and is hosted online, fulfilling the requirements of the assignment.