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Exploratory Data Analysis on "US Accidents" dataset to find out and visualize different trends including impact of COVID-19 on traffic behavior and accidents, environmental stimuli on accident occurrence and accident hotspot locations in order to get control over the same.
This is an Exploratory Data Analysis Project on a Dataset used from Kaggle.com. Said Dataset containing Data on Accidents occured in USA uptil Dec 2020
Our college minor project is a comprehensive solution aimed at enhancing road safety. The project comprises two main components: an Accident Detection Model and a Real-Time Driver Drowsiness System.
This project aims to analyze road accidents based on factors like weather, road surfaces, location, vehicle type, and casualties. I extracted, cleaned, analyzed the data, and built an interactive dashboard for easy visualization. The insights gained will aid in accident prevention and improving road safety.