UK Accident Time Series

Interactive Visualizations

This accident time series app allows you to explore and analyze data related accidents in UK. Feel free to download the data and explore other methods of analysis.

Author

Brian Cervantes Alvarez

Published

September 24, 2024

Modified

April 8, 2025

I developed an interactive Shiny dashboard to analyze time-series data on UK accidents, enabling users to visualize and explore trends, seasonality, and accident severity over custom date ranges. I included the ability to perform advanced statistical analyses including detrending, autocorrelation assessment, and day-of-week frequency evaluations in the shiny application; clearly demonstrating insights such as higher accident occurrences on weekends. Key visual metrics included daily fatality counts and detrended accident trends, enhancing data interpretability and enabling targeted decision-making.

This accident time series app allows you to explore and analyze data related accidents in UK. Feel free to download the data and explore other methods of analysis.

Here is the link to the full page: UKAccidentTimeSeries

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title: "UK Accident Time Series"
author: "Brian Cervantes Alvarez" 
date: "09-24-2024"
date-modified: today
description: "This accident time series app allows you to explore and analyze data related accidents in UK. Feel free to download the data and explore other methods of analysis."
teaser: "A Shiny-based approach for analyzing historical accident data across the UK."
categories: ["Interactive Visualizations"]
image: /assets/images/ukCarAccident.webp
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  summary: "I developed an interactive Shiny dashboard to analyze time-series data on UK accidents, enabling users to visualize and explore trends, seasonality, and accident severity over custom date ranges. I included the ability to perform advanced statistical analyses including detrending, autocorrelation assessment, and day-of-week frequency evaluations in the shiny application; clearly demonstrating insights such as higher accident occurrences on weekends. Key visual metrics included daily fatality counts and detrended accident trends, enhancing data interpretability and enabling targeted decision-making."
---


![](/assets/images/ukCarAccident.webp)

This accident time series app allows you to explore and analyze data related accidents in UK. Feel free to download the data and explore other methods of analysis.

Here is the link to the full page: [UKAccidentTimeSeries](https://bcervantesalvarez.shinyapps.io/UKAccidentTimeSeries/)

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