Map depicting each of these variables per capita: total traffic fatalities and injuries, crashes involving alcohol, crashes involving underage use of alcohol, and crashes involving speeding. Data sourced from the California Office of Traffic Safety: https://www.ots.ca.gov/media-and-research/crash-rankings-results/

This is an analysis of the 2024 NFL Draft.

This report, created using Quarto in RStudio(Bauer and Landesvatter 2023), provides a visual analysis of a snapshot extracted from data of 2021 household census in England. Using ggplot2, we explore key demographic trends, focusing on factors like age, income, marital status and ethnicity. The main objective is to process the data which can be used to obtain interesting patterns and linear relationships between the variables through clear visualizations (Hoffmann 2021). The report offers insights that could inform future policies and improve understanding of the correlation between the variables.

Map depicting each of these variables per capita: total traffic fatalities and injuries, crashes involving alcohol, crashes involving underage use of alcohol, and crashes involving speeding.