VIS Tool for US Accidents

This project is the output of the course:
Interactive Visual Data Analysis


In this course project, my teammates and I designed a VA tool based on the dataset U.S. Accidents. Unlike previous projects, this one focused more on visualisation, which is the main content discussed in this course. Generally speaking, our tool provides users with the ability to perform both temporal and spatial analysis of data related to road accidents. Additionally, users can conduct predictions under their preferred road and weather conditions. The web framework used is Flask, and the backend programming language is Python. And Vue.js framework was learned and applied in this project.

Screenshots

Time Analysis

Analysis by year.
Analysis by hour.

Spatial Analysis

Analysis of all states.
Analysis of California state.

Prediction

Correlation heatmap.
Prediction.