This is an introduction to working with dates and times in R. This document walks you through essential formatting codes, practical examples, and clear explanations to parse and display dates and times with confidence.

This analysis is to understand whether healthcare diagnostic capacity and resource availability, meaningfully influences hospital stay durations, and to what extent targeted investments can help reduce unnecessary inpatient days.

This project analyzes how laptop hardware specs influence market price.

Activity 7&8

St. Thomas University Data Mining course first assignment.

This project explores patterns in book popularity, pricing, and reader ratings across a diverse set of authors and genres. Using data visualizations, it highlights trends in cultural impact, genre performance, and book pricing dynamics, making the findings notably informative and enjoyable.

This detailed report reveals how external factors like weather and holidays shape bike rental demand. The insights support smarter staffing and inventory planning, with a focus on making data-driven decisions accessible to both analysts and business teams.