Milestone report for the Data Science Capstone project. Explores the SwiftKey English blogs, news, and Twitter datasets — summarizing file size, line/word counts, word frequency, and vocabulary coverage — and outlines the plan for building an n-gram based text prediction model and Shiny app.

Tugas Individu

Map of U-Belt in Manila, Philippines Using Leaflet Library

This project demonstrates the creation of a choropleth map to visualize population density across Indonesian provinces using R. The analysis includes importing population density data, preprocessing province names, integrating administrative boundary data from GADM, merging spatial and tabular datasets, and producing a thematic map with sf, dplyr, ggplot2, and viridis. This project showcases fundamental geospatial data processing and visualization techniques in R.