hoangttrang/eda-final

EDA-final -> Car Accident Analysis on United States + South Carolina in 2022

Group Name and Members -

WreckDetect

Trang Hoang, Susheel Srikanth, Albert Hu, Murad Aladdinzade

Introduction:

This repository contains notebooks, graphs, data, and a general audience PDF reports related to EDA Final Project. Our project topic is about "Car Accidents in 2022". Most of the data is being stored in the /data/ folder. Generated graphs are stored in the /graph/ folder.

• 00-Data-Cleaning.ipynb: This notebook is used to create our processed data
• 01-Car-Accident-Analysis.ipynb: This notebook is overview analysis on car accidents throughout the US and South Carolina. This notebook will cover general analysis on US car accidents and an in-depth analysis on South Carolina: covering weather analysis, sunset/sunrise analysis and prediction model to predict car accident's severity.

Access Processed Data:

The data is too big for us to upload it in github. Here is the Google Folder that used to store the data: https://drive.google.com/file/d/1C191NmfI-y4reIomWbvGqYwm1Ddqbh8M/view?usp=drive_link

• For the file processed_us_car_accidents_2022.zip, please unzip and store it in the data folder
• For the file us_car_accidents_2022.csv.zip, please unzip and store it in data/raw/ folder