Introduction

The objective of this project is to develop a prediction algorithm using the provided dataset. At this milestone stage, the purpose is to demonstrate familiarity with the data and to outline the plan for building the final predictive model and Shiny application.

This report presents an initial exploration of the dataset, key observations, and the future approach for the project.

Data Loading

# Example of loading data (replace with your actual file)
# data <- readLines("sample.txt")

# Display basic structure
# str(data)
# summary(data)
# length(data)